1
|
Wang Y, Peng X, Qian B, Wang L, Wang J. The integration of metabolites from Forsythia suspensa and gut microbiota ameliorates drug-induced liver injury: network pharmacology and molecular docking studies. ARTIFICIAL CELLS, NANOMEDICINE, AND BIOTECHNOLOGY 2025; 53:105-121. [PMID: 40055878 DOI: 10.1080/21691401.2025.2475088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Revised: 02/19/2025] [Accepted: 02/24/2025] [Indexed: 05/13/2025]
Abstract
This study integrates metabolites from Forsythia suspensa (FS) and gut microbiota GM to assess combined therapeutic efficacy against drug-induced liver injury (DILI) using network pharmacology and molecular docking. Metabolites of FS and GM were retrieved from the NPASS and gutMGene databases, respectively. Relevant targets for metabolites and DILI-related targets were identified through public databases. The PPI network and KEGG pathway analysis were employed to identify hub targets and key signalling pathways. Furthermore, we performed a molecular docking assay on the active metabolites and targets to verify the network pharmacological concept. The physicochemical properties and toxicity of identified key metabolites were assessed using in silico platforms. 19 final targets were recognized as key proteins responsible for the alleviation of DILI by FS and GM metabolites, with ESR1 emerging as a central target in the PPI network. The estrogen signalling pathway, particularly involving ESR1, ESR2 and JUN genes, was identified as a key mediator in the therapeutic effects. Four GM metabolites (baicalein, luteolin, lunularin and 2,3-bis(3,4-dihydroxybenzyl)butyrolactone) and two FS metabolites (pinoresinol and isolariciresinol) were identified as non-toxic, promising candidates. In conclusion, metabolites from FS and GM may exert a potent synergistic effect on DILI through modulation of the estrogen signalling pathway.
Collapse
Affiliation(s)
- Yanni Wang
- Department of Pharmacy, The Third Affiliated Hospital of Wenzhou Medical University, Ruian, China
| | - Xiangxiang Peng
- Department of Pharmacy, The Third Affiliated Hospital of Wenzhou Medical University, Ruian, China
| | - Bingjie Qian
- Department of Obstetrics and Gynecology, The Third Affiliated Hospital of Wenzhou Medical University, Ruian, China
| | - Libo Wang
- Department of Pharmacy, XianJu People's Hospital, Zhejiang Southeast Campus of Zhejiang Provincial People's Hospital, Affiliated Xianju's Hospital, Hangzhou Medical College, Xianju, China
| | - Jiabing Wang
- Department of Pharmacy, Municipal Hospital Affiliated to Taizhou University, Taizhou, China
| |
Collapse
|
2
|
Jiang J, Deng X, Xu C, Wu Y, Huang J. Naringenin inhibits ferroptosis to reduce radiation-induced lung injury: insights from network Pharmacology and molecular docking. PHARMACEUTICAL BIOLOGY 2025; 63:1-10. [PMID: 39969099 PMCID: PMC11841155 DOI: 10.1080/13880209.2025.2465312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 01/20/2025] [Accepted: 02/03/2025] [Indexed: 02/20/2025]
Abstract
CONTEXT Naringenin is a natural flavanone with potent pharmacological properties. It has demonstrated therapeutic potential in treating various diseases and organ injuries, including radiation-induced lung injury (RILI). Ferroptosis is a newly type of cell death, and naringenin has been shown to attenuates ferroptosis. OBJECTIVE To evaluate the inhibitory effect and molecular mechanism of naringenin on ferroptosis during RILI process. MATERIALS & METHODS Firstly, BEAS-2B and HUVECs cells were pre-incubated with naringenin for 1 h prior to 8 Gy of X-ray irradiation to evaluate oxidative stress, inflammation, and the mRNA levels of ferroptosis-related genes. Next, target genes of naringenin, RILI, and ferroptosis were identified using the TCMSP, SwissTargetPrediction, and GeneCards databases. The target network was constructed with Cytoscape and STRING. Finally, the core target genes were identified through in vitro experiments by qRT-PCR, western blot and immunofluorescence staining. RESULTS Naringenin effectively reduced radiation-induced increasement of oxidative stress, inflammation, and ferroptosis markers in both cell lines. Network pharmacology identified 14 target genes, with prostaglandin endoperoxide synthase (PTGS2) and Valosin-containing protein (VCP) mRNA levels being prominent, which were crucial for ferroptosis regulation. Molecular docking revealed strong binding interactions between naringenin and the two target proteins. Subsequently, experimental validation confirmed that naringenin reduced the elevated levels of PTGS2 and VCP induced by radiation. DISCUSSION & CONCLUSION Naringenin alleviates radiation-induced lung damage by inhibiting ferroptosis, with PTGS2 and VCP emerging as potential therapeutic targets.
Collapse
Affiliation(s)
- Junlin Jiang
- Department of Radiation Oncology, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Xianhui Deng
- Department of Neonatology, Jiangyin People’s Hospital of Nantong University, Wuxi, China
| | - Chengkai Xu
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Yaxian Wu
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Jianfeng Huang
- Department of Radiation Oncology, Affiliated Hospital of Jiangnan University, Wuxi, China
| |
Collapse
|
3
|
Yang Y, Lin W, Li H, Yang F, Bao X, Pan C, Lai L, Lin W, Lin R. Identification of candidate genes affecting egg weight trait of Putian Black duck based on whole genome resequencing. Anim Biotechnol 2025; 36:2503754. [PMID: 40380810 DOI: 10.1080/10495398.2025.2503754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 05/05/2025] [Indexed: 05/19/2025]
Abstract
Egg weight is a primary economic trait in poultry breeding. Putian Black duck, an excellent local laying duck breed in Fujian Province, includes two different strains, black feather strain and white feather strain. The white feather strain of Putian Black duck is also known as Putian White duck. Except for the different feather colors, these two strains differ in egg weight. In this study, whole-genome resequencing was conducted on Putian Black duck and Putian White duck to explore the differences in the genetic mechanism of egg weight. LRP8, VLDLR, and LPL were identified as key candidate genes affecting egg weight. Mass spectrometry was used to detect the SNPs of LRP8, VLDLR, and LPL. Result indicates that the SNPs of LRP8, VLDLR, and LPL in both populations exhibited moderate polymorphism, and Putian Black duck possessed higher genetic variation and potential selectivity. Association analysis indicated that in Putian Black duck, four SNPs in the LRP8 gene were significantly associated with egg weight. These loci can be used as molecular markers for improving egg weight in Putian Black duck.
Collapse
Affiliation(s)
- Yinhua Yang
- College of Animal Sciences, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Weilong Lin
- College of Animal Sciences, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Huihuang Li
- College of Animal Sciences, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Fan Yang
- College of Animal Sciences, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Xinguo Bao
- College of Animal Sciences, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Chengfu Pan
- College of Animal Sciences, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Lianjie Lai
- College of Animal Sciences, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Weimin Lin
- College of Animal Sciences, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| | - Ruiyi Lin
- College of Animal Sciences, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China
| |
Collapse
|
4
|
Puvvula J, Braun JM, DeFranco EA, Ho SM, Leung YK, Huang S, Zhang X, Vuong AM, Kim SS, Percy Z, Chen A. Epigenetic signatures of maternal-fetal health: insights from cord blood and placenta. Epigenetics 2025; 20:2508067. [PMID: 40405669 PMCID: PMC12118431 DOI: 10.1080/15592294.2025.2508067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 05/09/2025] [Accepted: 05/12/2025] [Indexed: 05/24/2025] Open
Abstract
The placenta is vital for fetal growth, and its methylation patterns reflect placental function, affecting the fetus and providing insights into disease origins. While cord blood methylation is convenient for assessing the fetal environment, methylation profiles vary by tissue due to variance in cell populations, function, and life stage. As tissue differences extensively contribute to the DNA methylation patterns, using surrogate samples such as cord blood may result in inconsistent findings. In this study, we aim to quantify the correlation of cytosine-phosphate-guanine dinucleotides (CpGs) between paired cord blood and placenta samples. Using the Infinium Human Methylation 450 K BeadChip, we compared methylation patterns in cord blood mononuclear cells (CBMC; n = 54), the maternally-facing side of placental tissue (MP; n = 68), and the fetal-facing side of placental tissue (FP; n = 67). Methylation patterns from the FP (6,021 CpGs) were significantly correlated with CBMC compared to the MP (2,862 CpGs). These CpGs were related to the biological (mitotic cell) process and molecular function (ribonucleoprotein complex binding). Our findings quantified CpG site correlation between cord blood and placenta, providing a valuable reference for future studies on placental health that rely on cord blood methylation in the absence of placental biospecimens.
Collapse
Affiliation(s)
- Jagadeesh Puvvula
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Joseph M. Braun
- Department of Epidemiology, Brown University, Providence, RI, USA
| | - Emily A. DeFranco
- Department of Obstetrics and Gynecology, College of Medicine, University of Kentucky, Lexington, KY, USA
| | - Shuk-Mei Ho
- Department of Pharmacology and Toxicology, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Yuet-Kin Leung
- Department of Pharmacology and Toxicology, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Shouxiong Huang
- Pathogen-Host Interaction Program, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Xiang Zhang
- Department of Environmental & Public Health Sciences, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Ann M. Vuong
- Department of Epidemiology and Biostatistics, School of Public Health, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - Stephani S. Kim
- Health Research, Battelle Memorial Institute, Columbus, OH, USA
| | - Zana Percy
- Department of Environmental & Public Health Sciences, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Aimin Chen
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
5
|
Gu H, Zhang Y, Sun J, Liu L, Liu Z. Exploring the effect and mechanism of action of Jinlida granules (JLD) in the treatment of diabetes-associated cognitive impairment based on network pharmacology with experimental validation. Ann Med 2025; 57:2445181. [PMID: 39723533 DOI: 10.1080/07853890.2024.2445181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 08/19/2024] [Accepted: 11/26/2024] [Indexed: 12/28/2024] Open
Abstract
OBJECTIVES To explore the effect and the probable mechanisms of JLD in the treatment of type 2 diabetes mellitus (T2DM) - associated cognitive impairment (TDACI). METHODS The effect of JLD in combating TDACI was assessed in T2DM model mice by conducting Morris water maze (MWM) behaviour testing. Active components and their putative targets, as well as TDACI-related targets, were collected from public databases. Protein-protein interactions (PPIs), Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses and molecular docking were then utilized to explore potential molecular network mechanisms. Finally, the main targets were verified in animal model experiments. RESULTS MWM test showed that JLD improved aspects of behaviour in T2DM model mice. JLD improved glucose intolerance, tissue insulin sensitivity, lipid metabolism and enhanced synapse-associated protein expression in hippocampus tissue. Network pharmacology revealed 185 active components, 337 targets of JLD, and 7998 TDACI related targets were obtained . PPI network analyses revealed 39 core targets. GO and KEGG analyses suggested that JLD might improve TDACI by regulating gene expression, apoptotic processes and inflammatory responses mainly via PI3K-AKT and AGE-RAGE signaling pathways. Molecular docking revealed strong binding of the main components to core targets. JLD reduced hippocampus tissue expression of the inflammatory cytokines tumor necrosis factor-α (TNF-α) and interleukin-6 (IL6), core targets of treatment of TDACI. CONCLUSIONS The findings suggested that JLD has the potential to improve TDACI through multiple components, multiple targets and multiple pathways. JLD may be a promising treatment for diabetic cognitive impairment.
Collapse
Affiliation(s)
- Haiyan Gu
- Department of Hebei Provincial Key Laboratory of Basic Medicine for Diabetes, The Shijiazhuang Second Hospital, Shijiazhuang, China
- Department of Shijiazhuang Technology Innovation Center of Precision Medicine for Diabetes, The Shijiazhuang Second Hospital, Shijiazhuang, China
| | - Yuxin Zhang
- Department of Hebei Provincial Key Laboratory of Basic Medicine for Diabetes, The Shijiazhuang Second Hospital, Shijiazhuang, China
- Department of Shijiazhuang Technology Innovation Center of Precision Medicine for Diabetes, The Shijiazhuang Second Hospital, Shijiazhuang, China
| | - Jinghua Sun
- Department of Hebei Provincial Key Laboratory of Basic Medicine for Diabetes, The Shijiazhuang Second Hospital, Shijiazhuang, China
- Department of Shijiazhuang Technology Innovation Center of Precision Medicine for Diabetes, The Shijiazhuang Second Hospital, Shijiazhuang, China
| | - Lipeng Liu
- Department of Hebei Provincial Key Laboratory of Basic Medicine for Diabetes, The Shijiazhuang Second Hospital, Shijiazhuang, China
- Department of Shijiazhuang Technology Innovation Center of Precision Medicine for Diabetes, The Shijiazhuang Second Hospital, Shijiazhuang, China
| | - Zanchao Liu
- Department of Hebei Provincial Key Laboratory of Basic Medicine for Diabetes, The Shijiazhuang Second Hospital, Shijiazhuang, China
- Department of Shijiazhuang Technology Innovation Center of Precision Medicine for Diabetes, The Shijiazhuang Second Hospital, Shijiazhuang, China
| |
Collapse
|
6
|
Xu W, Li W, Kuai D, Li Y, Sun W, Liu X, Xu B. Identification of endoplasmic reticulum stress-related genes as prognostic markers in colon cancer. Cancer Biol Ther 2025; 26:2458820. [PMID: 40169935 PMCID: PMC11970746 DOI: 10.1080/15384047.2025.2458820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 12/20/2024] [Accepted: 01/22/2025] [Indexed: 04/03/2025] Open
Abstract
Endoplasmic reticulum stress (ERS) has been implicated in the pathogenesis of various cancers, including colon cancer, by regulating tumor cell survival, growth, and immune response. However, the specific genes involved in ERS that could serve as prognostic markers in colon cancer remain underexplored. This study aims to identify and validate endoplasmic reticulum stress related genes (ERSRGs) in colon cancer that correlate with patient prognosis, thereby enhancing the understanding of ERS in oncological outcomes and potential therapeutic targeting. We utilized bioinformatics analyses to identify ERSRGs from publicly available colon cancer datasets. Differential expression analysis and survival analysis were performed to assess the prognostic significance of these genes. Validation was conducted through quantitative real-time PCR (RT-qPCR) on selected colon cancer cell lines. Our study identified nine ERS related genes (ASNS, ATF4, ATF6B, BOK, CLU, DDIT3, MANF, SLC39A14, TRAF2) involved in critical pathways including IL-12, PI3K-AKT, IL-7, and IL-23 signaling, and linked to 1-, 3-, and 5-year survival of patients with colon cancer. A multivariate Cox model based on these ERS related genes demonstrated significant prognostic power. Further, TRAF2 strong correlated with immune cells infiltration, suggesting its potential roles in modulating immune responses in the tumor microenvironment. The RT-qPCR validation confirmed the differential expression of these genes in human colon cancer cell lines versus human normal colonic epithelial cell line. The identified ERSRGs could serve as valuable prognostic markers and may offer new insights into the therapeutic targeting of ERS in colon cancer.
Collapse
Affiliation(s)
- Wenjing Xu
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
| | - Wei Li
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
| | - Dayu Kuai
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
| | - Yaqiang Li
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
| | - Wei Sun
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
| | - Xian Liu
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
| | - Baohong Xu
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
| |
Collapse
|
7
|
Yu Y, Zhang W, Ding Q, Cheng X, Wang K, Zhang G, Jiang B, Yu X, Li YT, Zhang GJ. Dual-antibody functionalized transistor biosensor for specific diagnosis of liver cancer. Talanta 2025; 293:128095. [PMID: 40203597 DOI: 10.1016/j.talanta.2025.128095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2025] [Revised: 03/29/2025] [Accepted: 04/05/2025] [Indexed: 04/11/2025]
Abstract
Selectively and sensitively detecting specific exosomal markers is critical for early diagnosis of liver cancer. However, identifying specific exosomal biomarkers and establishing accurate, convenient detection methods remain challenging. In this study, we used bioinformatics to identify the higher levels of EpCAM and GPC-3 proteins on liver cancer exosomes. These markers were used to create a dual-antibody functionalized transistor biosensor for precise detection of liver cancer exosomes. The techniques exhibited outstanding specificity and sensitivity. Detection thresholds in PBS and simulated plasma were established at 20 particles/μL and 47 particles/μL, respectively, facilitating the distinction of liver cancer cell-derived exosomes from those originating from various other cancer cells. Furthermore, in clinical samples testing, this approach not only distinguished clinical samples among liver cancer patients and healthy individuals, but also demonstrated the ability to differentiate liver cancer from other types of tumors, achieving a precision and accuracy rate of 100 %. The developed biosensor demonstrates excellent potential for clinical application and this work offers a promising and effective approach for cancer diagnosis.
Collapse
Affiliation(s)
- Yi Yu
- School of Laboratory Medicine, Hubei University of Chinese Medicine, 16 Huangjia Lake West Road, Wuhan, 430065, PR China; Hubei Shizhen Laboratory, Wuhan, 430065, Hubei, PR China
| | - Wenhao Zhang
- School of Laboratory Medicine, Hubei University of Chinese Medicine, 16 Huangjia Lake West Road, Wuhan, 430065, PR China
| | - Qiyue Ding
- School of Laboratory Medicine, Hubei University of Chinese Medicine, 16 Huangjia Lake West Road, Wuhan, 430065, PR China
| | - Xiaolu Cheng
- School of Laboratory Medicine, Hubei University of Chinese Medicine, 16 Huangjia Lake West Road, Wuhan, 430065, PR China
| | - Kaiwei Wang
- School of Laboratory Medicine, Hubei University of Chinese Medicine, 16 Huangjia Lake West Road, Wuhan, 430065, PR China
| | - Guangxin Zhang
- School of Laboratory Medicine, Hubei University of Chinese Medicine, 16 Huangjia Lake West Road, Wuhan, 430065, PR China
| | - Boan Jiang
- School of Laboratory Medicine, Hubei University of Chinese Medicine, 16 Huangjia Lake West Road, Wuhan, 430065, PR China
| | - Xionghua Yu
- Xiantao Hospital of Traditional Chinese Medicine, Xiantao, Hubei, 433000, PR China.
| | - Yu-Tao Li
- School of Laboratory Medicine, Hubei University of Chinese Medicine, 16 Huangjia Lake West Road, Wuhan, 430065, PR China; Hubei Shizhen Laboratory, Wuhan, 430065, Hubei, PR China.
| | - Guo-Jun Zhang
- School of Laboratory Medicine, Hubei University of Chinese Medicine, 16 Huangjia Lake West Road, Wuhan, 430065, PR China; Hubei Shizhen Laboratory, Wuhan, 430065, Hubei, PR China.
| |
Collapse
|
8
|
Comertpay B, Gov E. Multiomics Analysis and Machine Learning-based Identification of Molecular Signatures for Diagnostic Classification in Liver Disease Types Along the Microbiota-gut-liver Axis. J Clin Exp Hepatol 2025; 15:102552. [PMID: 40292334 PMCID: PMC12019836 DOI: 10.1016/j.jceh.2025.102552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2024] [Accepted: 03/17/2025] [Indexed: 04/30/2025] Open
Abstract
Background Liver disease, responsible for around two million deaths annually, remains a pressing global health challenge. Microbial interactions within the microbiota-gut-liver axis play a substantial role in the pathogenesis of various liver conditions, including early chronic liver disease (eCLD), chronic liver disease (CLD), acute liver failure (ALF), acute-on-chronic liver failure (ACLF), non-alcoholic fatty liver disease (NAFLD), steatohepatitis, and cirrhosis. This study aimed to identify key molecular signatures involved in liver disease progression by analyzing transcriptomic and gut microbiome data, and to evaluate their diagnostic utility using machine learning models. Methods Transcriptomic analysis identified differentially expressed genes (DEGs) that, when integrated with regulatory elements microRNAs, transcription factors, receptors, and the gut microbiome highlight disease-specific molecular interactions. To assess the diagnostic potential of these molecular signatures, a two-step analysis involving principal component analysis (PCA) and Random Forest classification was conducted, achieving accuracies of 75% for ALF and 89% for NAFLD. Additionally, machine learning algorithms, including K-neighbors, multi-layer perceptron (MLP), decision tree, Random Forest, logistic regression, gradient boosting, CatBoost, Extreme Gradient Boosting (XGB), and Light Gradient Boosting Machine (LGBM), were applied to gene expression data for ALF and NAFLD. Results Key genes including CLDN14, EGFR, GSK3B, MYC, and TJP2, alongside regulatory miRNAs let-7a-5p, miR-124-3p, and miR-195-5p and transcription factors NFKB1 and SP1 may be suggested as critical to liver disease progression. Additionally, gut microbiota members, Dictyostelium discoideum and Eikenella might be novel candidates associated with liver disease, highlighting the importance of the gut-liver axis. The Random Forest model reached 75% accuracy and 83% area under the curve for ALF, while NAFLD classification achieved 100% accuracy, precision, recall, and area under the curve underscoring robust diagnostic potential. Conclusion This study establishes a solid foundation for further research and therapeutic advancement by identifying key biomolecules and pathways critical to liver disease. Additional experimental validation is needed to confirm clinical applicability.
Collapse
Affiliation(s)
- Betul Comertpay
- Department of Bioengineering, Faculty of Engineering, Adana Alparslan Türkeş Science and Technology University, Adana, Turkey
| | - Esra Gov
- Department of Bioengineering, Faculty of Engineering, Adana Alparslan Türkeş Science and Technology University, Adana, Turkey
| |
Collapse
|
9
|
Uusi-Mäkelä M, Harjula SKE, Junno M, Sillanpää A, Nätkin R, Niskanen MT, Saralahti AK, Nykter M, Rämet M. The inflammasome adaptor pycard is essential for immunity against Mycobacterium marinum infection in adult zebrafish. Dis Model Mech 2025; 18:dmm052061. [PMID: 39916610 PMCID: PMC11972081 DOI: 10.1242/dmm.052061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 02/03/2025] [Indexed: 03/25/2025] Open
Abstract
Inflammasomes regulate the host response to intracellular pathogens including mycobacteria. We have previously shown that the course of Mycobacterium marinum infection in adult zebrafish (Danio rerio) mimics the course of tuberculosis in human. To investigate the role of the inflammasome adaptor pycard in zebrafish M. marinum infection, we produced two zebrafish knockout mutant lines for the pycard gene with CRISPR/Cas9 mutagenesis. Although the zebrafish larvae lacking pycard developed normally and had unaltered resistance against M. marinum, the loss of pycard led to impaired survival and increased bacterial burden in the adult zebrafish. Based on histology, immune cell aggregates, granulomas, were larger in pycard-deficient fish than in wild-type controls. Transcriptome analysis with RNA sequencing of a zebrafish haematopoietic tissue, kidney, suggested a role for pycard in neutrophil-mediated defence, haematopoiesis and myelopoiesis during infection. Transcriptome analysis of fluorescently labelled, pycard-deficient kidney neutrophils identified genes that are associated with compromised resistance, supporting the importance of pycard for neutrophil-mediated immunity against M. marinum. Our results indicate that pycard is essential for resistance against mycobacteria in adult zebrafish.
Collapse
Affiliation(s)
- Meri Uusi-Mäkelä
- Faculty of Medicine and Health Technology, Tampere University, FI-33014 Tampere, Finland
| | | | - Maiju Junno
- Faculty of Medicine and Health Technology, Tampere University, FI-33014 Tampere, Finland
| | - Alina Sillanpää
- Faculty of Medicine and Health Technology, Tampere University, FI-33014 Tampere, Finland
| | - Reetta Nätkin
- Prostate Cancer Research Center, Faculty of Medicine and Health Technology, Tampere University, FI-33014 Tampere, Finland
- Tays Cancer Center, Tampere University Hospital, FI-33521 Tampere, Finland
| | | | | | - Matti Nykter
- Prostate Cancer Research Center, Faculty of Medicine and Health Technology, Tampere University, FI-33014 Tampere, Finland
- Tays Cancer Center, Tampere University Hospital, FI-33521 Tampere, Finland
| | - Mika Rämet
- Faculty of Medicine and Health Technology, Tampere University, FI-33014 Tampere, Finland
| |
Collapse
|
10
|
Zhang X, Gao L, Wang J, Zhang W, Xu D, Wang Y, Liu T, Gao K, Ren Z, Ding Y. Study of the ameliorative effect of β-Bisabolene on ischemic stroke via COX-2 with the Keap1/Nrf2 and MAPK pathways. Eur J Pharmacol 2025; 1001:177773. [PMID: 40441590 DOI: 10.1016/j.ejphar.2025.177773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2025] [Revised: 05/08/2025] [Accepted: 05/26/2025] [Indexed: 06/11/2025]
Abstract
β-Bisabolene, a bioactive sesquiterpene extracted from myrrh-a substance utilized for ischemic stroke treatment-has known therapeutic potential. Nevertheless, the exact mechanisms underlying its beneficial effects on ischemic stroke, along with its potential targets, remain to be fully elucidated. This study aimed to investigate the therapeutic potential of β-Bisabolene in ameliorating ischemic stroke, identify its potential targets and interactions, and explore the underlying pathways involved. Bioinformatics analyses, including network pharmacology and analysis of GEO transcriptomic datasets, were performed to predict the potential targets and mechanisms of β-Bisabolene in ischemic stroke treatment. Preliminary computational validation was achieved through molecular similarity comparisons, molecular docking studies, and molecular dynamics simulations. In vitro experiments were then conducted to confirm the protective effects of β-Bisabolene on microglia injured by oxygen‒glucose deprivation and to validate the findings from the bioinformatics analyses. The results revealed that β-Bisabolene reduces the levels of the proinflammatory cytokines TNF-α, IL-1β and NO; decreases reactive oxygen species levels; and decreases the expression of COX-2, P38, ERK and Keap1. Moreover, it increases the expression of Arg-1, Nrf2, NQO1 and HO-1. These effects are associated with improved survival rates of oxygen-glucose deprivation-damaged microglia. In conclusion, β-Bisabolene may exert anti-inflammatory and antioxidant effects to ameliorate microglial injury induced by ischemic stroke by antagonizing COX-2 and mediating the MAPK signaling pathway and Keap1/Nrf2 pathway. This study provides valuable insights into the therapeutic potential of β-Bisabolene for the treatment of ischemic stroke.
Collapse
Affiliation(s)
- Xingfang Zhang
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China; Qinghai Provincial Key Laboratory of Tibetan Medicine Pharmacology and Safety Evaluation, Northwest Institute of Plateau Biology, Chinese Academy of Science, Xining, 810008, China
| | - Liang Gao
- Qinghai Provincial Key Laboratory of Tibetan Medicine Pharmacology and Safety Evaluation, Northwest Institute of Plateau Biology, Chinese Academy of Science, Xining, 810008, China
| | - Jianv Wang
- Qinghai Provincial Key Laboratory of Tibetan Medicine Pharmacology and Safety Evaluation, Northwest Institute of Plateau Biology, Chinese Academy of Science, Xining, 810008, China
| | - Wei Zhang
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Dong Xu
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Yanhua Wang
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Tianlong Liu
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Kai Gao
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Zhen Ren
- Department of Ultrasonography, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China.
| | - Yi Ding
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China.
| |
Collapse
|
11
|
Bhura N, Gupta J. Exploring phytochemical candidates against nephrolithiasis via similarity searching, network pharmacology, and docking studies. Biochem Biophys Res Commun 2025; 771:151975. [PMID: 40393161 DOI: 10.1016/j.bbrc.2025.151975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2025] [Revised: 04/19/2025] [Accepted: 05/07/2025] [Indexed: 05/22/2025]
Abstract
Nephrolithiasis (kidney stones) affects nearly 13 % of the global population, with a high recurrence rate posing significant challenges. Current remedies often fail to prevent recurrence, necessitating new therapeutic approaches. This study explores phytochemicals with potential protective effects against nephrolithiasis using similarity searching, network pharmacology, and molecular docking methods. Six anti-nephrolithiatic parent molecules were identified through a literature review. Structural similarity searches yielded 67 related compounds, which were screened using Lipinski' s rule of five, along with ADME (absorption, distribution, metabolism, excretion) parameters and toxicity profiles, and subsequently compared with standard drugs. The standard drug offered poor results; therefore, we aimed to overcome this limitation by searching for phytochemicals with favorable ADMET properties. Shortlisted compounds and nephrolithiasis-related targets were analyzed using Swiss Target Prediction and GeneCards. Hub genes were identified via Cytoscape' s Cytohubba plugin and subjected to Gene Ontology (GO) and KEGG pathway analysis. Molecular docking evaluated the binding of phytochemical ligands to disease proteins. Five phytochemicals namely 4- 4-Vinylguaiacol, anethole, isoeugenol, nadolol, and silibinin, were identified as potential candidates. Network pharmacology revealed 191 common targets between these compounds and nephrolithiasis. GO analysis highlighted key biological processes (response to organic substances, chemical stimuli), cellular components (nuclear lumen, nucleoplasm), and molecular functions (enzyme binding, catalytic activity). KEGG pathway analysis identified pathways in cancer, hepatitis B, and Kaposi sarcoma-associated herpesvirus infection as relevant to nephrolithiasis. Molecular docking demonstrated strong binding affinities between the shortlisted phytochemicals and disease targets. The multi-level screening and molecular docking findings highlight 4-Vinylguaiacol, anethole, isoeugenol, nadolol, and silibinin as promising therapeutic agents for nephrolithiasis. Among these, silibinin was tested for the in-vitro cytotoxicity assay based on the docking score. Importantly, in vitro validation using NRK-52E cells confirmed nephroprotective efficacy of silibinin. While calcium oxalate crystal exposure significantly reduced cell viability to below 50 %, co-treatment with silibinin improved cell survival to approximately 70 %, underscoring its potential to mitigate oxalate-induced cytotoxicity. Further experimental studies are required to validate these findings.
Collapse
Affiliation(s)
- Nancy Bhura
- Department of Biotechnology, School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, 144411, Punjab, India
| | - Jeena Gupta
- Department of Biochemistry, School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, 144411, Punjab, India.
| |
Collapse
|
12
|
Long Y, Li X, He X, Wang Z, Wu Y, Sun L, Ma Y, Deng J, Hu Y, Li N. Baicalin liposomes ameliorate cerebral ischemia-reperfusion-induced acute lung injury by modulating the inflammatory response. Brain Res 2025; 1859:149642. [PMID: 40228571 DOI: 10.1016/j.brainres.2025.149642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2025] [Revised: 04/07/2025] [Accepted: 04/09/2025] [Indexed: 04/16/2025]
Abstract
Stroke is the leading cause of death globally, with stroke-associated pneumonia being a major contributor to its high mortality. Among these complications, cerebral ischemia-reperfusion injury-induced acute lung injury (CIR-ALI) is characterized by high morbidity and mortality rate, which causes a great economic burden to the society. The course of CIR-ALI is complex, in which the inflammatory cascade response plays a central role in the pathogenesis of CIR-ALI. Baicalin (BA), a flavonoid extracted from the natural plant Scutellaria baicalensis, exhibits diverse pharmacological effects, including anti-inflammatory and antioxidant properties. In this study, we investigated the therapeutic effects of baicalin and its delivery system baicalin liposome (BA-LP) on CIR-ALI injury. Using in vitro models of BV2 and Raw264.7 cells, as well as an in vivo model established via the wire bolus method, we measured inflammatory factors and pathological injuries in brain and lung tissues to evaluate the intervention effects of BA and BA-LP. In addition, the preliminary analysis of network pharmacology combined with experimental validation in this study preliminarily elucidated that BA and BA-LP may attenuate CIR-ALI by modulating the PI3K/AKT/mTOR pathway.
Collapse
Affiliation(s)
- Yu Long
- NHC Key Laboratory of Nuclear Technology Medical Transformation, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang, China; State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Xiaoqiu Li
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Xiaofang He
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Zaishan Wang
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Yuanyuan Wu
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Limiao Sun
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Yin Ma
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Jie Deng
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Yue Hu
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Nan Li
- NHC Key Laboratory of Nuclear Technology Medical Transformation, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang, China; State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| |
Collapse
|
13
|
Tang Q, Chu J, Peng P, Zou Y, Wu Y, Wang Y. Probing the antibacterial mechanism of Aloe vera based on network pharmacology and computational analysis. J Mol Graph Model 2025; 138:109034. [PMID: 40157275 DOI: 10.1016/j.jmgm.2025.109034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2024] [Revised: 03/15/2025] [Accepted: 03/23/2025] [Indexed: 04/01/2025]
Abstract
Bacterial resistance has emerged as a major clinical challenge globally. Natural products, such as Aloe vera, offer promising antimicrobial potential due to their diverse active components. However, the explicit molecular mechanisms remain unknown. In this study, we employed a multidisciplinary approach integrating network pharmacology, molecular docking, and molecular dynamics simulation to explore the antibacterial mechanism of Aloe vera. We screened the eight major active components of Aloe vera and their targets using multi-source bioinformatics platforms, identifying 55 targets closely associated with the antibacterial effects of Aloe vera. Protein-protein interaction network analysis, revealed potential crucial targets, including cysteine-aspartic acid protease-3 (CASP3) and matrix metalloproteinase-9 (MMP-9). Gene ontology functional enrichment analysis revealed that these targets play critical roles in several essential biological processes, such as "response to xenobiotic stimulus", "positive regulation of gene expression", and "collagen catabolism". The Kyoto Encyclopedia of Genes and Genomes signal pathway analysis indicated that these targets are primarily involved in pathways associated with cancer, lipid metabolism, atherosclerosis, and the AGE/RAGE signaling pathway in diabetes. This finding suggests that Aloe vera may exert its antibacterial effects by regulating the host's immune response and metabolism. Molecular docking and molecular dynamics simulations demonstrated that active ingredients of Aloe vera, such as quercetin and aloe-emodin, can form stable complexes with CASP3 and MMP-9, exhibiting vigorous binding affinity to the active sites of the target. Further antibacterial activity assays and reverse transcription quantitative polymerase chain reaction (RT-qPCR) analysis demonstrated that aloe-emodin exerts antibacterial effects against gram-positive bacteria and inhibits the expression of the MMP-9 gene. This study provided insight into the antibacterial mechanisms of Aloe vera, highlighting MMP-9 as a key target. These findings lay a foundation for further studies on natural antibacterial agents.
Collapse
Affiliation(s)
- Qian Tang
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China.
| | - Jingle Chu
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China
| | - Peiqi Peng
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China
| | - Yinjie Zou
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China
| | - Yaguang Wu
- Department of Dermatology, The First Affiliated Hospital of Army Medical University, Chongqing, 400038, China.
| | - Yuanqiang Wang
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China.
| |
Collapse
|
14
|
Yan Y, Kong X, Jin X, Bu J, Ni B, Rao Z, Guo J, Xu S. RNA‑binding protein MBNL1 regulates tumor growth, chemosensitivity and antitumor immunity in lung adenocarcinoma by controlling the expression of tumor suppressor RNF125. Oncol Rep 2025; 54:74. [PMID: 40341413 PMCID: PMC12075997 DOI: 10.3892/or.2025.8907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Accepted: 04/01/2025] [Indexed: 05/10/2025] Open
Abstract
Ring finger protein 125 (RNF125), a ubiquitin E3 ligase, has been reported to act as a tumor suppressor in several cancers, but its precise function in lung adenocarcinoma (LUAD) has not been elucidated. In the present study, through bioinformatics analysis and immunohistochemistry in LUAD and non‑cancerous samples, it was demonstrated that RNF125 was significantly downregulated in lung cancer. Low levels of RNF125 expression were associated with metastatic status, advanced tumor stage and poor overall survival in LUAD. The results of gain‑ and loss‑of‑function experiments demonstrated that RNF125 inhibited proliferation, colony formation, migration and invasion of LUAD cells. In addition, RNF125 increased the sensitivity of LUAD cells to cisplatin. Mechanistically, RNF125 interacted with programmed cell death ligand 1 (PD‑L1) and reduced PD‑L1 expression levels in LUAD cells. Furthermore, IL‑2 secretion by Jurkat T cells was significantly suppressed when co‑cultured with RNF125‑silenced LUAD cells. NK‑92 cell lysis of RNF125‑silenced LUAD cells was also weaker compared with that of control LUAD cells, suggesting that RNF125 knockdown enhanced the immune evasion ability of LUAD cells. Notably, the results of the present study identified that the RNA‑binding protein muscleblind‑like 1 (MBNL1) is the upstream regulator of RNF125 in LUAD. MBNL1 increased the stability of the RNF125 transcript in LUAD cells and knockdown of RNF125 reversed the antitumor effect of MBNL1 on LUAD cells. In conclusion, the present study demonstrated the tumor suppressor role of RNF125 in LUAD and implicated MBNL1 as an upstream regulator of RNF125 in LUAD. These findings contributed to an improved understanding of the molecular features of LUAD progression.
Collapse
Affiliation(s)
- Yubo Yan
- Department of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang 150000, P.R. China
| | - Xianglong Kong
- Department of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang 150000, P.R. China
| | - Xiangyuan Jin
- Department of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang 150000, P.R. China
| | - Jianlong Bu
- Department of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang 150000, P.R. China
| | - Boxiong Ni
- Department of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang 150000, P.R. China
| | - Zuqin Rao
- Department of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang 150000, P.R. China
| | - Junnan Guo
- Department of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang 150000, P.R. China
| | - Shidong Xu
- Department of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang 150000, P.R. China
| |
Collapse
|
15
|
Zhu S, Liu J, Xu K, Xu F, Jiang Y, Dai L, Pei T, Zhu Y, Liu D, Zhang X, Xu J, Yang J, Pan Z, Tao J, Hou Z. Comparative transcriptomic analyses of macrophages infected with Toxoplasma gondii strains of different virulence provide molecular insights into the response of macrophage in phagocytosis and polarization to infection. Mol Immunol 2025; 183:259-273. [PMID: 40414092 DOI: 10.1016/j.molimm.2025.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 03/07/2025] [Accepted: 05/05/2025] [Indexed: 05/27/2025]
Abstract
Macrophages are essential for the proliferation and spread of Toxoplasma gondii. Modulating macrophage activation to improve the inflammatory environment is an effective approach for disease treatment. However, the molecular mechanism through which T. gondii alters macrophage function remain unknown. Based on transcriptomic data analysis of various macrophage types infected with T. gondii, current research revealed differences in the regulation of macrophage functions among strains with different virulence: RH was primarily involved in cell cycle regulation, ME49 was associated with cAMP signaling, and CEP mainly participated in ion channel activity. All three T. gondii strains were involved in regulating immune response activation, including leukocyte adhesion and the MAPK signaling pathway. Nineteen shared DEGs associated with macrophage phagocytosis or polarization were identified through the GeneCards database, and PPI analysis confirmed Il6 as the hub gene in the regulatory network. In vivo and in vitro experiments showed that the YZ-1 strain significantly regulated the expressions of eight DEGs (Il6, Rel, Cd83, Myc, Adora2b, Egr2, Gja1 and Nr4a2), and promoted macrophage phagocytic activity and induced M1 polarization, confirming a significant correlation with Il6. This study revealed the dissimilarities and commonalities in macrophage function regulated by T. gondii strains of different virulence, and identified key molecules involved in the regulation of macrophage phagocytosis and polarization during T. gondii infection. This is crucial for identifying potential drug targets against T. gondii and provides a new perspective on the etiopathogenesis and therapeutic approaches for toxoplasmosis.
Collapse
Affiliation(s)
- Shifan Zhu
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonosis, Yangzhou 225009, PR China; International Research Laboratory of Prevention and Control of Important Animal Infectious Diseases and Zoonotic Diseases of Jiangsu Higher Education Institutions, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Key Laboratory of Zoonosis, Yangzhou 225009, PR China
| | - Jiantao Liu
- YEBIO Bioengineering Co., Ltd of QINGDAO, Qingdao 266113, PR China
| | - Kangzhi Xu
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonosis, Yangzhou 225009, PR China; International Research Laboratory of Prevention and Control of Important Animal Infectious Diseases and Zoonotic Diseases of Jiangsu Higher Education Institutions, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Key Laboratory of Zoonosis, Yangzhou 225009, PR China
| | - Fan Xu
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonosis, Yangzhou 225009, PR China; International Research Laboratory of Prevention and Control of Important Animal Infectious Diseases and Zoonotic Diseases of Jiangsu Higher Education Institutions, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Key Laboratory of Zoonosis, Yangzhou 225009, PR China
| | - Yuwei Jiang
- Lingkou Town Animal Epidemic Prevention Station, Danyang 212353, PR China
| | - Linwei Dai
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonosis, Yangzhou 225009, PR China; International Research Laboratory of Prevention and Control of Important Animal Infectious Diseases and Zoonotic Diseases of Jiangsu Higher Education Institutions, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Key Laboratory of Zoonosis, Yangzhou 225009, PR China
| | - Tianxu Pei
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonosis, Yangzhou 225009, PR China; International Research Laboratory of Prevention and Control of Important Animal Infectious Diseases and Zoonotic Diseases of Jiangsu Higher Education Institutions, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Key Laboratory of Zoonosis, Yangzhou 225009, PR China
| | - Yuyang Zhu
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonosis, Yangzhou 225009, PR China; International Research Laboratory of Prevention and Control of Important Animal Infectious Diseases and Zoonotic Diseases of Jiangsu Higher Education Institutions, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Key Laboratory of Zoonosis, Yangzhou 225009, PR China
| | - Dandan Liu
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonosis, Yangzhou 225009, PR China; International Research Laboratory of Prevention and Control of Important Animal Infectious Diseases and Zoonotic Diseases of Jiangsu Higher Education Institutions, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Key Laboratory of Zoonosis, Yangzhou 225009, PR China
| | - Xinjun Zhang
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonosis, Yangzhou 225009, PR China; International Research Laboratory of Prevention and Control of Important Animal Infectious Diseases and Zoonotic Diseases of Jiangsu Higher Education Institutions, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Key Laboratory of Zoonosis, Yangzhou 225009, PR China
| | - Jinjun Xu
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonosis, Yangzhou 225009, PR China; International Research Laboratory of Prevention and Control of Important Animal Infectious Diseases and Zoonotic Diseases of Jiangsu Higher Education Institutions, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Key Laboratory of Zoonosis, Yangzhou 225009, PR China
| | - Jin Yang
- Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225000, PR China.
| | - Zhiming Pan
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonosis, Yangzhou 225009, PR China; Jiangsu Key Laboratory of Zoonosis, Yangzhou 225009, PR China
| | - Jianping Tao
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonosis, Yangzhou 225009, PR China; International Research Laboratory of Prevention and Control of Important Animal Infectious Diseases and Zoonotic Diseases of Jiangsu Higher Education Institutions, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Key Laboratory of Zoonosis, Yangzhou 225009, PR China.
| | - Zhaofeng Hou
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonosis, Yangzhou 225009, PR China; International Research Laboratory of Prevention and Control of Important Animal Infectious Diseases and Zoonotic Diseases of Jiangsu Higher Education Institutions, Yangzhou University, Yangzhou 225009, PR China; Jiangsu Key Laboratory of Zoonosis, Yangzhou 225009, PR China.
| |
Collapse
|
16
|
Liang H, Liu Y, Zhang C, Qin Y. Potential Shared Mitochondrial-Related Gene Signatures and Molecular Mechanisms Between Polycystic Ovary Syndrome (PCOS) and Major Depressive Disorder (MDD): Evidence from Transcriptome Data and Machine Learning. Mol Biotechnol 2025; 67:2628-2643. [PMID: 39048886 DOI: 10.1007/s12033-024-01225-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 06/24/2024] [Indexed: 07/27/2024]
Abstract
Polycystic ovary syndrome (PCOS) is strongly associated with major depressive disorder (MDD), but the shared pathophysiological mechanisms between them are ambiguous, and the aim of this study was to explore the shared genetic features and associated pathways between these two disorders. MDD-related genes and mitochondrial function genes were downloaded from the GeneCards database. Weighted gene co-expression network analysis of Merge Cohort (GSE80432 and GSE34526) was performed to identify PCOS-related genes. Overlaps between PCOS-related genes, MDD-related genes, and mitochondrial function genes were defined as mitochondrial function-related shared genes. Functional enrichment analysis and protein-protein interaction (PPI) network analysis were performed on the shared genes. Functional genes were then identified using Last Absolute Shrinkage and Selection Operator Regression (LASSO), and a support vector machine (SVM-RFE) was constructed to measure the accuracy of the calculations. Finally, the results were tested using the whole blood datasets GSE54250 (for PCOS) and GSE98793 (for MDD) as external validation sets. A total of 498 PCOS-related genes, 5909 MDD-related genes, and 7232 mitochondrial function genes were acquired, and totally, 40 shared genes were obtained from the overlap of the above three. The shared mitochondrial function genes were enriched for biological processes mainly involving cholesterol biosynthetic process, lipid metabolic process, triglyceride biosynthetic process, response to drug phosphatidic acid biosynthetic process, and endoplasmic reticulum membrane. Based on LASSO regression and SVM-RFE model, NPAS2 and NTS were identified as characteristic genes shared by two disorders. According to two external validation sets for PCOS and MDD, NPAS2 was finally identified as a key shared gene. Our analysis identified a mitochondrial functional gene-NPAS2-as the most critical candidate for linking PCOS and MDD. The present findings may provide new insights into the diagnosis and treatment of PCOS and MDD comorbidities.
Collapse
Affiliation(s)
- Huan Liang
- Department of Obstetrics and Gynecology, The Central Hospital of Enshi Tujia and Miao Autonomous Prefectrue, Enshi, Hubei, China.
| | - Yi Liu
- Department of Obstetrics and Gynecology, The Central Hospital of Enshi Tujia and Miao Autonomous Prefectrue, Enshi, Hubei, China.
| | - Chunhua Zhang
- Department of Obstetrics and Gynecology, The Central Hospital of Enshi Tujia and Miao Autonomous Prefectrue, Enshi, Hubei, China
| | - Yaoqin Qin
- Reproductive Medicine Centre, The Central Hospital of Enshi Tujia and Miao Autonomous Prefectrue, Enshi, Hubei, China
| |
Collapse
|
17
|
Moldovan RA, Hidalgo MR, Castañé H, Jiménez-Franco A, Joven J, Burks DJ, Galán A, García-García F. Landscape of sex differences in obesity and type 2 diabetes in subcutaneous adipose tissue: a systematic review and meta-analysis of transcriptomics studies. Metabolism 2025; 168:156241. [PMID: 40157598 DOI: 10.1016/j.metabol.2025.156241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Revised: 03/13/2025] [Accepted: 03/23/2025] [Indexed: 04/01/2025]
Abstract
Obesity represents a significant risk factor in the development of type 2 diabetes (T2D), a chronic metabolic disorder characterized by elevated blood glucose levels, and a previous step for its development. Significant sex differences have been identified in the prevalence, development, and pathophysiology of obesity and T2D; however, the underlying molecular mechanisms remain unclear. This study aims to identify sex-specific signatures in obesity and T2D and enhance our understanding of the underlying mechanisms associated with sex differences by integrating expression data. We performed a systematic review and individual transcriptomic analysis of eight selected studies which included 302 subcutaneous adipose tissue samples. Then, we conducted different gene-level meta-analyses and functional characterizations for obesity and T2D separately, identifying common and sex-specific transcriptional profiles, many of which were previously associated with obesity or T2D. The obesity meta-analysis yielded nineteen differentially-expressed genes from a sex-specific perspective (e.g., SPATA18, KREMEN1, NPY4R, and PRM3), while a comparison of the expression profiles between sexes in T2D prompted the identification and validation of specific transcriptomic signatures in males (SAMD9, NBPF3, LDHD, and EHD3) and females (RETN, HEY1, PLPP2, and PM20D2). At the functional level, we highlighted the fundamental role of the Wnt pathway in the development of obesity and T2D in females, and the roles of mitochondrial damage and free fatty acids in males. Overall, our sex-specific meta-analyses supported the detection of differentially expressed genes in males and females associated with the development of obesity and further T2D development, emphasizing the relevance of sex-based information in biomedical data and opening new avenues for research.
Collapse
Affiliation(s)
- Roxana Andreea Moldovan
- Computational Biomedicine Laboratory, Príncipe Felipe Research Center (CIPF), 46012, Valencia, Spain; Department of Applied Statistics and Operations Research and Quality, Universitat Politècnica de València, Valencia 46022, Spain
| | - Marta R Hidalgo
- Computational Biomedicine Laboratory, Príncipe Felipe Research Center (CIPF), 46012, Valencia, Spain; Departament de Matemàtiques, Facultat de Matemàtiques, Universitat de València, 46010, Valencia, Spain
| | - Helena Castañé
- Unitat de Recerca Biomèdica, Hospital Universitari de Sant Joan, Institut d'Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, 43204 Reus, Spain
| | - Andrea Jiménez-Franco
- Unitat de Recerca Biomèdica, Hospital Universitari de Sant Joan, Institut d'Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, 43204 Reus, Spain
| | - Jorge Joven
- Unitat de Recerca Biomèdica, Hospital Universitari de Sant Joan, Institut d'Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, 43204 Reus, Spain
| | - Deborah J Burks
- Molecular Neuroendocrinology Laboratory, Principe Felipe Research Center (CIPF), 46012, Valencia, Spain; CIBER de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain
| | - Amparo Galán
- Molecular Neuroendocrinology Laboratory, Principe Felipe Research Center (CIPF), 46012, Valencia, Spain; CIBER de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain; Departament de Bioquímica i Biologia Molecular, Facultat de Biologia, Universitat de València, 46010, Valencia, Spain.
| | - Francisco García-García
- Computational Biomedicine Laboratory, Príncipe Felipe Research Center (CIPF), 46012, Valencia, Spain.
| |
Collapse
|
18
|
Kong Q, Liu S, He S, Luo Z, Lei R, Wang R, Liu X, Wu J. Celastrol enhanced CD8+T cell immunity in melanoma by targeting SHP2 and upregulating MHC-I. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2025; 142:156731. [PMID: 40286748 DOI: 10.1016/j.phymed.2025.156731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2025] [Revised: 03/30/2025] [Accepted: 04/02/2025] [Indexed: 04/29/2025]
Abstract
BACKGROUND Celastrol (CEL) has demonstrated promising anti-cancer properties, yet its specific mechanisms against melanoma remain insufficient. This study investigated the CEL's anti-tumor effects and determined its potential mechanisms in the regulation of MHC-I expression in melanoma. In addition, we also tested its efficacy in sensitizing immune checkpoint inhibitors (ICIs) to melanoma. METHODS CEL's anti-tumor activity was evaluated in B16F10 melanoma-bearing C57BL/6 mice across five groups (control, CEL 0.5 mg/kg, CEL 1 mg/kg, CEL 2 mg/kg, and ICIs), the tumor volume, histopathology, and body weight were assessed. Mechanistic insights were obtained through network pharmacology and RNA sequencing in B16F10 cells. Differential gene and pathway analysis were validated using qRT-PCR, Western blotting, and flow cytometry. CD8+T cell activation and cytotoxicity were analyzed in co-culture with CEL-pretreated B16F10 cells using flow cytometry and ELISA. CEL's interaction with potential targets was determined by molecular docking, surface plasmon resonance (SPR), and siRNA. The synergistic effect of CEL combined with ICIs was confirmed in B16F10-bearing C57BL/6 mice, and tumor-infiltrating T cells were assessed by flow cytometry across four groups (control, CEL, ICIs, CEL+ICIs). RESULTS CEL exhibited a significant anti-tumor effect in B16F10 melanoma-bearing mice. Mechanistically, CEL-pretreated B16F10 cells notably enhanced CD8+T cell activation and promoted IFNγ and TNFα secretion, leading to B16F10 cell death. CEL upregulated MHC-I expression through activation of the JAK/STAT1 pathway in B16F10 cells. The binding assay revealed that CEL interacted with SHP2, with an affinity of 37.93 μM. When SHP2 was silenced in B16F10 cells by siRNA, CEL failed to induce MHC-I upregulation. Moreover, CEL combined with ICIs produced superior antitumor efficacy compared to ICIs alone, which was accompanied by increased CD8+T cell infiltration in melanoma. CONCLUSION CEL enhanced CD8+T cell immunity by upregulating MHC-I expression in melanoma cells, these effects were at least partially through targeting SHP2 and activating JAK/STAT1 pathway. CEL might be a novel sensitizer for ICIs in melanoma.
Collapse
Affiliation(s)
- Qing Kong
- Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China
| | - Suqing Liu
- Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China
| | - Shan He
- Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China
| | - Zhuyu Luo
- Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China
| | - Rui Lei
- Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China
| | - Ruilong Wang
- Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China
| | - Xiao Liu
- Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China.
| | - Jinfeng Wu
- Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China; The Second Affiliated Hospital, Yunnan University of Chinese Medicine, Yunan, China.
| |
Collapse
|
19
|
Li G, Zhou Q, Xie M, Zhao B, Zhang K, Luo Y, Kong L, Gao D, Guo Y. Identification of ageing-associated gene signatures in heart failure with preserved ejection fraction by integrated bioinformatics analysis and machine learning. Genes Dis 2025; 12:101478. [PMID: 40330147 PMCID: PMC12053710 DOI: 10.1016/j.gendis.2024.101478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Revised: 10/10/2024] [Accepted: 11/21/2024] [Indexed: 05/08/2025] Open
Abstract
The incidence of heart failure with preserved ejection fraction (HFpEF) increases with the ageing of populations. This study aimed to explore ageing-associated gene signatures in HFpEF to develop new diagnostic biomarkers and provide new insights into the underlying mechanisms of HFpEF. Mice were subjected to a high-fat diet combined with L-NG-nitroarginine methyl ester (l-NAME) to induce HFpEF, and next-generation sequencing was performed with HFpEF hearts. Additionally, separate datasets were acquired from the Gene Expression Omnibus (GEO) database. The differentially expressed genes (DEGs) were used to identify ageing-related DEGs. Support vector machine, random forest, and least absolute shrinkage and selection operator algorithms were employed to identify potential diagnostic genes from ageing-related DEGs. The diagnostic value was assessed using a nomogram and receiver operating characteristic curve. The gene and related protein expression were verified by reverse transcription PCR and western blotting. The immune cell infiltration in hearts was analysed using the single-sample gene-set enrichment analysis algorithm. The results showed that the merged HFpEF datasets comprised 103 genes, of which 15 ageing-related DEGs were further screened in. The ageing-related DEGs were primarily associated with immune and metabolism regulation. AGTR1a, NR3C1, and PRKAB1 were selected for nomogram construction and machine learning-based diagnostic value, displaying strong diagnostic potential. Additionally, ageing scores were established based on nine key DEGs, revealing noteworthy differences in immune cell infiltration across HFpEF subtypes. In summary, those results highlight the significance of immune dysfunction in HFpEF. Furthermore, ageing-related DEGs might serve as promising prognostic and predictive biomarkers for HFpEF.
Collapse
Affiliation(s)
- Guoxing Li
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
- Cardiovascular Disease Laboratory of Chongqing Medical University, Chongqing 400016, China
| | - Qingju Zhou
- Department of Health Management Center, Chongqing General Hospital, Chongqing University, Chongqing 400010, China
| | - Ming Xie
- Department of Cardiothoracic Surgery, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing University, Chongqing 400010, China
| | - Boying Zhao
- Department of Cardiothoracic Surgery, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing University, Chongqing 400010, China
| | - Keyu Zhang
- Cardiovascular Disease Laboratory of Chongqing Medical University, Chongqing 400016, China
- Department of Vascular Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Yuan Luo
- Department of Cardiothoracic Surgery, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing University, Chongqing 400010, China
| | - Lingwen Kong
- Department of Cardiothoracic Surgery, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing University, Chongqing 400010, China
| | - Diansa Gao
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
- Cardiovascular Disease Laboratory of Chongqing Medical University, Chongqing 400016, China
| | - Yongzheng Guo
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
- Cardiovascular Disease Laboratory of Chongqing Medical University, Chongqing 400016, China
- Department of Cardiothoracic Surgery, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing University, Chongqing 400010, China
| |
Collapse
|
20
|
Zhang M, Qiu H, Han Z, Ma Y, Hou J, Yuan J, Jia H, Zhou M, Lu H, Wu Y. Topical transdermal administration of lenalidomide nanosuspensions-based hydrogels against melanoma: In vitro and in vivo studies. Int J Pharm X 2025; 9:100316. [PMID: 39898009 PMCID: PMC11787432 DOI: 10.1016/j.ijpx.2025.100316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 01/09/2025] [Accepted: 01/13/2025] [Indexed: 02/04/2025] Open
Abstract
Percutaneous neoadjuvant therapy has proven effective in diminishing tumor size and the surgical intervention area, which couldeffectively mitigate the risk of tumor recurrence and enhance immunotherapy efficacy. Lenalidomide, an approved medication orally used to treat myeloma, was loaded into nanosuspensions-based hydrogels (Len-NBHs) for transdermal administration as a percutaneous neoadjuvant therapy. This study was designed to investigate the inhibitory effect and mechanism of Len-NBHs on melanoma. Network pharmacology and transcriptomic analyses identified key targets and signaling pathways. The effects of lenalidomide on melanoma were further verified through Western blotting, immunohistochemistry, immunofluorescence, and quantitative real-time polymerase chain reaction,using both in vitro cell experiments and in vivo melanoma mouse models. Lenalidomide could induce melanoma cells apoptosis, disrupt cell cycle progression, impede cell migration and invasion, and modify tumor microenvironment (TME). Mechanistically, lenalidomide reversed the abnormal activation of the PI3K-AKT signaling pathway and the overexpression of CD93, while also recruiting CD8+ T cells, CD4+ T cells, and dendritic cells to infiltrate the tumor site. Transdermal administration of Len-NBHs represents a promising adjuvant therapy for the treatment of malignant melanoma. Preoperative administration of Len-NBHs can inhibit the outward spread of melanoma, reduce tumor size, thereby decreasing the surgical excision area and improving patient survival rates and prognosis.
Collapse
Affiliation(s)
| | | | - Zheyi Han
- Air Force Medical Center, PLA, Air Force Medical University, Beijing, China
| | - Yazhong Ma
- Air Force Medical Center, PLA, Air Force Medical University, Beijing, China
| | - Jingjing Hou
- Air Force Medical Center, PLA, Air Force Medical University, Beijing, China
| | - Jingwei Yuan
- Air Force Medical Center, PLA, Air Force Medical University, Beijing, China
| | - Haiyan Jia
- Air Force Medical Center, PLA, Air Force Medical University, Beijing, China
| | - Menglu Zhou
- Air Force Medical Center, PLA, Air Force Medical University, Beijing, China
| | - Hongjie Lu
- Air Force Medical Center, PLA, Air Force Medical University, Beijing, China
| | - Yan Wu
- Air Force Medical Center, PLA, Air Force Medical University, Beijing, China
| |
Collapse
|
21
|
Tian D, Zheng XY, Hou SL, Yu ZW, Wu Y, Liu PZ, Liu LX, Chen YX, Zhao Y, Li Y, Tang HT, Chen WY, Liu YL, Zhang CF, Wang Y, Wen HY, Pu Q, Sato M, Liu LX. Baicalein relieves lung graft ischemia-reperfusion injury by reducing advanced glycation endproducts: From screens to mechanisms. J Heart Lung Transplant 2025; 44:932-947. [PMID: 39954833 DOI: 10.1016/j.healun.2025.01.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 01/27/2025] [Accepted: 01/30/2025] [Indexed: 02/17/2025] Open
Abstract
BACKGROUND The lack of effective drugs for treating ischemia-reperfusion injury (IRI) in lung transplants (LTx) remains an issue. Traditional Chinese medicine (TCM) ingredients are promising but poorly studied in LTx. This study aimed to identify potential ingredients and elucidate their mechanisms. METHODS Ten TCM ingredients, including (-)-epigallocatechin-3-gallate, quercetin, wogonin, triptolide, berberine, fisetin, coumestrol, luteolin, nobiletin, and baicalein, were identified as promising candidates using a network pharmacology approach. All the candidates were tested for their ability to improve clamp-induced IRI. Multiple-dose validation was conducted in LTx models, with a focus on baicalein. The pharmacological efficacy of baicalin was verified in an ex-vivo rat lung perfusion model. RESULTS All ten TCM ingredients improved clamp-induced IRI. Multiple-dose validation confirmed that baicalein mitigated IRI-induced graft damage and dysfunction. Baicalein reduced the elevated levels of advanced glycation endproducts (AGEs) and their downstream pathogenic effects induced by IRI. Exogenous AGEs counteracted the therapeutic effect of baicalein. Baicalein inhibited AGE formation by modulating glucose oxidation rather than polyol metabolism. CONCLUSIONS This study provides a laboratory foundation for the use of TCM ingredients in the treatment of IRI in LTx.
Collapse
Affiliation(s)
- Dong Tian
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu 610041, China; Lung Transplant Research Laboratory, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu 610041, China.
| | - Xiang-Yun Zheng
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu 610041, China; Lung Transplant Research Laboratory, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Sen-Lin Hou
- Lung Transplant Research Laboratory, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Zeng-Wei Yu
- Lung Transplant Research Laboratory, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Ye Wu
- Heart and Lung Transplant Research Laboratory, North Sichuan Medical College, Nanchong 637000, China
| | - Pei-Zhi Liu
- Heart and Lung Transplant Research Laboratory, North Sichuan Medical College, Nanchong 637000, China
| | - Lin-Xi Liu
- Heart and Lung Transplant Research Laboratory, North Sichuan Medical College, Nanchong 637000, China
| | - Yu-Xuan Chen
- Heart and Lung Transplant Research Laboratory, North Sichuan Medical College, Nanchong 637000, China
| | - Yang Zhao
- Heart and Lung Transplant Research Laboratory, North Sichuan Medical College, Nanchong 637000, China
| | - Yang Li
- Heart and Lung Transplant Research Laboratory, North Sichuan Medical College, Nanchong 637000, China
| | - Hong-Tao Tang
- Lung Transplant Research Laboratory, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Wei-Yang Chen
- Lung Transplant Research Laboratory, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu 610041, China; Department of Thoracic Surgery, The First Hospital of China Medical University, Shenyang 110002, China
| | - Ya-Ling Liu
- Lung Transplant Research Laboratory, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Chuan-Fen Zhang
- Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yun Wang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu 610041, China; Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Hong-Ying Wen
- Department of Thoracic Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Qiang Pu
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu 610041, China; Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Masaaki Sato
- Department of Thoracic Surgery, The University of Tokyo Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan
| | - Lun-Xu Liu
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu 610041, China; Lung Transplant Research Laboratory, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu 610041, China; Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu 610041, China.
| |
Collapse
|
22
|
Palanisamy TB, Arumugam M. Transcriptomic analysis reveals potential biomarkers for early-onset pre-eclampsia using integrative bioinformatics and LASSO based approach. Comput Biol Med 2025; 192:110203. [PMID: 40347801 DOI: 10.1016/j.compbiomed.2025.110203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 04/10/2025] [Accepted: 04/11/2025] [Indexed: 05/14/2025]
Abstract
Pre-eclampsia (PE) is a severe vascular disorder during pregnancy, significantly affecting maternal and fetal health worldwide. However, the exact molecular mechanism of its pathophysiology remains unclear, highlighting the need for reliable early diagnostic methods. Our primary aim of this study was to identify key genes (KGs) that may affect the outcome of patients with PE via integrated bioinformatics analysis. We analysed a gene expression dataset from the national center for biotechnology information (NCBI) sequence read archive (SRA) database and performed standard preprocessing steps, including quality assessment, trimming, genome alignment, and feature counts. Following this, normalization and differentially expressed genes (DEGs) were performed using Deseq2, which identified 781 DEGs were identified comprising 457 upregulated and 324 downregulated genes. Identified DEGs were significantly enriched in the cytokine interaction pathway and cellular calcium ion homeostasis. PPI network analysis revealed eight KGs (CXCL8, GAPDH, MMP9, SPP1, PTGS2, LEP, FGF7, and FGF10). These KGs were further found to be regulated by ten transcription factors (TFs), among which NF-kB1 and RELA consistently interact with all the KGs, and four microRNAs (miRNAs) such as hsa-mir-335-5p, has-mir-16a-5p, has-let-7b-5p, and has-mir-204-5p. The least absolute shrinkage and selection operator (LASSO) regression with 10-fold cross-validation (CV) confirmed all eight KGs may act as potential biomarkers based on their coefficients. Among these, GAPDH, SPP1, FGF7, and FGF10 emerged as novel biomarkers. Additionally, receiver operating characteristic (ROC) curve analysis for these novel biomarkers showed an area under the curve (AUC) of 0.869, demonstrating strong discriminatory power between the healthy and EOPE groups. The drug-gene interaction was performed by DrugMap database revealed an important interaction of GAPDH and FGF7 with FDA-approved drugs, indicating their therapeutic significance in PE. This analysis also facilitates drug repurposing for PE treatment.
Collapse
Affiliation(s)
- Tamil Barathi Palanisamy
- Department of Biotechnology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, 632014, Tamil Nadu, India
| | - Mohanapriya Arumugam
- Department of Biotechnology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, 632014, Tamil Nadu, India.
| |
Collapse
|
23
|
Gao X, Zhang G, Wang F, Ruan W, Sun S, Zhang Q, Liu X. Emerging roles of EGFL family members in neoplastic diseases: Molecular mechanisms and targeted therapies. Biochem Pharmacol 2025; 236:116847. [PMID: 40044051 DOI: 10.1016/j.bcp.2025.116847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2024] [Revised: 02/13/2025] [Accepted: 03/03/2025] [Indexed: 03/09/2025]
Abstract
Epidermal growth factor-like proteins (EGFLs) contain more than a single EGF/EGF-like domain within their protein structure. To date, ten EGFL family members (EGFL1-10) have been characterized across diverse tissues and developmental stages under different conditions. In this review, we conclude that EGFLs are instrumental in regulating biological activities and pathological processes. Under physiological conditions, EGFLs participate in angiogenesis, neurogenesis, osteogenesis, and other processes. Under pathological conditions, EGFLs are linked with different diseases, particularly cancers. Furthermore, we highlight recent advancements in the study of EGFLs in biological conditions and cancers. In addition, the regulatory role and key underlying mechanism of EGFLs in mediating tumorigenesis are discussed. This paper also examines potential antagonists that target EGFL family members in cancer therapeutics. In summary, this comprehensive review elucidates the critical role of EGFLs in neoplastic diseases and highlights their potential as therapeutic targets.
Collapse
Affiliation(s)
- Xiaoge Gao
- Cancer Institute, Xuzhou Medical University, Xuzhou, Jiangsu Province 221002, PR China
| | - Guopeng Zhang
- Cancer Institute, Xuzhou Medical University, Xuzhou, Jiangsu Province 221002, PR China
| | - Feitong Wang
- Department of General Surgery, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu Province 221002, PR China
| | - Wenhui Ruan
- School of Medical Imaging, Xuzhou Medical University, Xuzhou, Jiangsu Province 221004, PR China
| | - Shishuo Sun
- Cancer Institute, Xuzhou Medical University, Xuzhou, Jiangsu Province 221002, PR China
| | - Qing Zhang
- Cancer Institute, Xuzhou Medical University, Xuzhou, Jiangsu Province 221002, PR China
| | - Xiangye Liu
- Jiangsu Key Laboratory of Immunity and Metabolism, Xuzhou Medical University, Xuzhou, Jiangsu Province 221004, PR China; Department of Pathogenic Biology and Immunology, School of Basic Medical Sciences, Xuzhou Medical University, Xuzhou, Jiangsu Province 221004, PR China.
| |
Collapse
|
24
|
Fernández-Pérez I, Jiménez-Balado J, Macias-Gómez A, Suárez-Pérez A, Vallverdú-Prats M, Pérez-Giraldo A, Viles-García M, Peris-Subiza J, Vidal-Notari S, Giralt-Steinhauer E, Guisado-Alonso D, Esteller M, Rodriguez-Campello A, Jiménez-Conde J, Ois A, Cuadrado-Godia E. Blood DNA Methylation Analysis Reveals a Distinctive Epigenetic Signature of Vasospasm in Aneurysmal Subarachnoid Hemorrhage. Transl Stroke Res 2025; 16:715-727. [PMID: 38649590 DOI: 10.1007/s12975-024-01252-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 03/28/2024] [Accepted: 04/06/2024] [Indexed: 04/25/2024]
Abstract
Vasospasm is a potentially preventable cause of poor prognosis in patients with aneurysmal subarachnoid hemorrhage (aSAH). Epigenetics might provide insight on its molecular mechanisms. We aimed to analyze the association between differential DNA methylation (DNAm) and development of vasospasm. We conducted an epigenome-wide association study in 282 patients with aSAH admitted to our hospital. DNAm was assessed with the EPIC Illumina chip (> 850 K CpG sites) in whole-blood samples collected at hospital admission. We identified differentially methylated positions (DMPs) at the CpG level using Cox regression models adjusted for potential confounders, and then we used the DMP results to find differentially methylated regions (DMRs) and enriched biological pathways. A total of 145 patients (51%) experienced vasospasm. In the DMP analysis, we identified 31 CpGs associated with vasospasm at p-value < 10-5. One of them (cg26189827) was significant at the genome-wide level (p-value < 10-8), being hypermethylated in patients with vasospasm and annotated to SUGCT gene, mainly expressed in arteries. Region analysis revealed 13 DMRs, some of them annotated to interesting genes such as POU5F1, HLA-DPA1, RUFY1, and CYP1A1. Functional enrichment analysis showed the involvement of biological processes related to immunity, inflammatory response, oxidative stress, endothelial nitric oxide, and apoptosis. Our findings show, for the first time, a distinctive epigenetic signature of vasospasm in aSAH, establishing novel links with essential biological pathways, including inflammation, immune responses, and oxidative stress. Although further validation is required, our results provide a foundation for future research into the complex pathophysiology of vasospasm.
Collapse
Affiliation(s)
- Isabel Fernández-Pérez
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
| | - Joan Jiménez-Balado
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain.
| | - Adrià Macias-Gómez
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
| | - Antoni Suárez-Pérez
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
| | - Marta Vallverdú-Prats
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
| | | | - Marc Viles-García
- Neuroradiology Department, Hospital del Mar, Barcelona, Catalunya, Spain
| | | | | | - Eva Giralt-Steinhauer
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
| | - Daniel Guisado-Alonso
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
| | - Manel Esteller
- Cancer Epigenetics Group, Research Institute Against Leukemia Josep Carreras, Badalona, Catalunya, Spain
- Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Catalunya, Spain
| | - Ana Rodriguez-Campello
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
| | - Jordi Jiménez-Conde
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
| | - Angel Ois
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
| | - Elisa Cuadrado-Godia
- Neurology Department, Hospital del Mar, Barcelona, Catalunya, Spain
- Neurovascular Research Group, Hospital del Mar Medical Research Institute, C/Dr. Aiguader, 88, 08003, Barcelona, Catalunya, Spain
- Pompeu Fabra University, Barcelona, Catalunya, Spain
| |
Collapse
|
25
|
Bronstone GJ, Harton M, Muldowney M, Reigle J, Funk AJ, O'Donovan SM, McCullumsmith RE, Bauer DE. The C. elegans glutamate transporters GLT-4 and GLT-5 regulate protein expression, behavior, and lifespan. Neurochem Int 2025; 186:105966. [PMID: 40147734 PMCID: PMC12053503 DOI: 10.1016/j.neuint.2025.105966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2025] [Revised: 03/10/2025] [Accepted: 03/24/2025] [Indexed: 03/29/2025]
Abstract
Glutamate transporters are important for regulating extracellular glutamate levels, impacting neural function and metabolic homeostasis. This study explores the behavioral, lifespan, and proteomic profiles in Caenorhabditis elegans strains with either glt-4 or glt-5 null mutations, highlighting contrasting phenotypes. Δglt-4 mutants displayed impaired mechanosensory and chemotactic responses, reduced lifespans, and decreased expression levels of ribosomal proteins and chaperonins involved in protein synthesis and folding. In contrast, Δglt-5 mutants displayed heightened chemorepulsion, extended lifespans, and upregulation of mitochondrial pyruvate carriers and cytoskeletal proteins. Proteomic profiling via mass spectrometry identified 53 differentially expressed proteins in Δglt-4 mutants and 45 in Δglt-5 mutants. Δglt-4 mutants showed disruptions in ribonucleoprotein complex organization and translational processes, including downregulation of glycogen phosphorylase and V-type ATPase subunits, while Δglt-5 mutants revealed altered metabolic protein expression, such as increased levels of mitochondrial pyruvate carriers and decreased levels of fibrillarin and ribosomal proteins. Gene ontology enrichment analysis highlighted differential regulation of protein biosynthesis and metabolic pathways between the strains. Overall, these findings underscore the distinct, tissue-specific roles of GLT-4 and GLT-5 in C. elegans, with broader implications for glutamate regulation and systemic physiology. The results also reinforce the utility of C. elegans as a model for studying glutamate transporters' impact on behavior, longevity, and proteostasis.
Collapse
Affiliation(s)
- Grace J Bronstone
- Department of Neuroscience, Wellesley College, Science Center, 106 Central Street, Wellesley, MA, 02481, USA.
| | - Moriah Harton
- Department of Neuroscience, Wellesley College, Science Center, 106 Central Street, Wellesley, MA, 02481, USA
| | - Maya Muldowney
- Department of Neuroscience, Wellesley College, Science Center, 106 Central Street, Wellesley, MA, 02481, USA
| | - James Reigle
- Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA; Department of Biomedical Informatics, University of Cincinnati College of Medicine, Medical Sciences Building 231 Albert Sabin Way, PO Box 670769, Cincinnati, OH, 45267, USA
| | - Adam J Funk
- Department of Neuroscience, University of Toledo College of Medicine, 179 Block Health Science Building Mail Stop #1007, 3000 Arlington Avenue, Toledo, OH, 43614, USA
| | - Sinead M O'Donovan
- Department of Neuroscience, University of Toledo College of Medicine, 179 Block Health Science Building Mail Stop #1007, 3000 Arlington Avenue, Toledo, OH, 43614, USA
| | - Robert E McCullumsmith
- Department of Neuroscience, University of Toledo College of Medicine, 179 Block Health Science Building Mail Stop #1007, 3000 Arlington Avenue, Toledo, OH, 43614, USA; Neurosciences Institute, ProMedica, 2130 West Central Avenue, Toledo, OH, 43606, USA
| | - Deborah E Bauer
- Department of Neuroscience, Wellesley College, Science Center, 106 Central Street, Wellesley, MA, 02481, USA.
| |
Collapse
|
26
|
Jiang Y, Chen J, Du X, Xiao L, Jiang H, Wang F, Wang B. Identification of mitochondrial energy metabolism genes associated with obstructive sleep apnea syndrome: integrated bioinformatics analysis. Int J Biol Macromol 2025; 311:143699. [PMID: 40311297 DOI: 10.1016/j.ijbiomac.2025.143699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2025] [Revised: 04/14/2025] [Accepted: 04/29/2025] [Indexed: 05/03/2025]
Abstract
Obstructive sleep apnea syndrome (OSAS) is a common sleep disorder, which is closely related to abnormal mitochondrial energy metabolism in recent years. By analyzing gene expression data of OSAS, we identified differentially expressed genes (DEGs) related to mitochondrial energy metabolism, and further explored the function of NDUFA10 in OSAS and its potential diagnostic value. In this paper, we download OSAS related expression data from a public database and preprocess the data set using a standardized process. Gene set enrichment analysis (GSEA) was used to assess pathways associated with mitochondrial metabolism, and diagnostic models were constructed to assess the expression of key genes. ROC curve analysis was performed for common mitochondrial energy metabolism-related differentially expressed genes (Co-MEMRDEGs) and gene interaction networks were constructed. After data standardization, significantly differentially expressed genes were identified, among which NDUFA10 was identified as one of the genes most associated with OSAS. The constructed diagnostic model showed good prediction accuracy, and ROC curve analysis further verified its clinical diagnostic potential.
Collapse
Affiliation(s)
- Ying Jiang
- Department of Otolaryngology-Head and Neck Surgery, Children's Hospital of Chongqing Medical University, Chongqing, China; National Clinical Research Center for Child Health and Disorders, Chongqing, China; Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China; Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | - Junhong Chen
- Department of Otolaryngology-Head and Neck Surgery, Children's Hospital of Chongqing Medical University, Chongqing, China; National Clinical Research Center for Child Health and Disorders, Chongqing, China; Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China; Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | - Xiaofang Du
- Department of Otolaryngology-Head and Neck Surgery, Children's Hospital of Chongqing Medical University, Chongqing, China; National Clinical Research Center for Child Health and Disorders, Chongqing, China; Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China; Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | - Ling Xiao
- Department of Otolaryngology-Head and Neck Surgery, Children's Hospital of Chongqing Medical University, Chongqing, China; National Clinical Research Center for Child Health and Disorders, Chongqing, China; Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China; Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | - Hong Jiang
- Department of Otolaryngology-Head and Neck Surgery, Children's Hospital of Chongqing Medical University, Chongqing, China; National Clinical Research Center for Child Health and Disorders, Chongqing, China; Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China; Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | - Fan Wang
- Department of Otolaryngology-Head and Neck Surgery, Children's Hospital of Chongqing Medical University, Chongqing, China; National Clinical Research Center for Child Health and Disorders, Chongqing, China; Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China; Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China
| | - Bing Wang
- Department of Otolaryngology-Head and Neck Surgery, Children's Hospital of Chongqing Medical University, Chongqing, China; National Clinical Research Center for Child Health and Disorders, Chongqing, China; Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China; Chongqing Key Laboratory of Pediatric Metabolism and Inflammatory Diseases, Chongqing, China.
| |
Collapse
|
27
|
Feng Y, Ma J, Bo Z, Yue D, Wang Y. The crucial role of small heat shock proteins in prostate cancer: mechanisms and new therapeutic perspectives. BIOCHIMICA ET BIOPHYSICA ACTA. GENE REGULATORY MECHANISMS 2025; 1868:195090. [PMID: 40222452 DOI: 10.1016/j.bbagrm.2025.195090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2025] [Revised: 04/08/2025] [Accepted: 04/08/2025] [Indexed: 04/15/2025]
Abstract
As resistance to new anti-androgen drugs occurs more frequently, increasing numbers of researchers are exploring alternative key molecular targets for prostate cancer treatment. The small heat shock protein (sHSP) family is a subclass of heat shock proteins (HSPs). Due to the smaller molecular size of their monomers, they often function as large oligomeric complexes with diverse biological roles, thus garnering increasing attention from urologists. Different members of the sHSP family exhibit distinct biological roles in prostate cancer, offering a new perspective for precision therapy. In this review, we summarize the specific roles of sHSP family members in prostate cancer and analyze their similarities and differences. Additionally, we discuss and review the drugs targeting various sHSPs in prostate cancer, providing new insights into the exploration and further application of sHSP-targeted therapies.
Collapse
Affiliation(s)
- Yuankang Feng
- Department of Urology, Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin 300211, China
| | - Jialu Ma
- Department of Urology, Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin 300211, China
| | - Zhihao Bo
- Department of Urology, Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin 300211, China
| | - Dan Yue
- Department of Microbiology, School of Medical Laboratory, Tianjin Medical University, Tianjin 300211, China.
| | - Yong Wang
- Department of Urology, Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin 300211, China.
| |
Collapse
|
28
|
Zhang Y, Chen L, Yang S, Dai R, Sun H, Zhang L. Identification and Validation of Circadian Rhythm-Related Genes Involved in Intervertebral Disc Degeneration and Analysis of Immune Cell Infiltration via Machine Learning. JOR Spine 2025; 8:e70066. [PMID: 40225045 PMCID: PMC11994230 DOI: 10.1002/jsp2.70066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Revised: 03/23/2025] [Accepted: 03/25/2025] [Indexed: 04/15/2025] Open
Abstract
Background Low back pain is a significant burden worldwide, and intervertebral disc degeneration (IVDD) is identified as the primary cause. Recent research has emphasized the significant role of circadian rhythms (CRs) and immunity in affecting intervertebral discs (IVD). However, the influence of circadian rhythms and immunity on the mechanism of IVDD remains unclear. This study aimed to identify and validate key rhythm-related genes in IVDD and analyze their correlation with immune cell infiltration. Methods Two gene expression profiles related to IVDD and rhythm-related genes were obtained from the Gene Expression Omnibus and GeneCards databases to identify differentially expressed rhythm-related genes (DERGs). Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) and gene set enrichment analysis (GSEA) were conducted to explore the biological functions of these genes. LASSO regression and SVM algorithms were employed to identify hub genes. We subsequently investigated the correlation between hub rhythm-related genes and immune cell infiltration. Finally, nucleus pulposus-derived mesenchymal stem cells (NPMSCs) were isolated from normal and degenerative human IVD tissues. Hub rhythm-related genes expression in NPMSCs was confirmed by real-time quantitative PCR (RT-qPCR). Results Six hub genes related to CRs (CCND1, FOXO1, FRMD8, NTRK2, PRRT1, and TFPI) were screened out. Immune infiltration analysis revealed that the IVDD group had significantly more M0 macrophages and significantly fewer follicular helper T cells than those of the control group. Specifically, M0 macrophages were significantly associated with FRMD8, PRRT1, and TFPI. T follicular helper cells were significantly associated with FRDM8, FOXO1, and CCND1. We further confirmed that CCND1, FRMD8, NTRK2, and TFPI were dysrhythmic within NPMSCs from degenerated IVD in vitro. Conclusion Six genes (CCND1, FOXO1, FRMD8, NTRK2, PRRT1 and TFPI) linked to circadian rhythms associated with IVDD progression, together with immunity. The identification of these DEGs may provide new insights for the diagnosis and treatment of IVDD.
Collapse
Affiliation(s)
- Yongbo Zhang
- Department of OrthopedicsNorthern Jiangsu People's Hospital Affiliated to Yangzhou UniversityYangzhouChina
- Department of OrthopedicsThe Yangzhou School of Clinical Medicine of Dalian Medical UniversityYangzhouChina
| | - Liuyang Chen
- Department of OrthopedicsNorthern Jiangsu People's Hospital Affiliated to Yangzhou UniversityYangzhouChina
- Department of OrthopedicsNorthern Jiangsu People's HospitalYangzhouChina
| | - Sheng Yang
- Department of OrthopedicsNorthern Jiangsu People's Hospital Affiliated to Yangzhou UniversityYangzhouChina
- Department of OrthopedicsThe Yangzhou School of Clinical Medicine of Dalian Medical UniversityYangzhouChina
| | - Rui Dai
- Department of OrthopedicsNorthern Jiangsu People's Hospital Affiliated to Yangzhou UniversityYangzhouChina
- Department of OrthopedicsNorthern Jiangsu People's HospitalYangzhouChina
| | - Hua Sun
- Department of OrthopedicsNorthern Jiangsu People's Hospital Affiliated to Yangzhou UniversityYangzhouChina
- Department of OrthopedicsNorthern Jiangsu People's HospitalYangzhouChina
| | - Liang Zhang
- Department of OrthopedicsNorthern Jiangsu People's Hospital Affiliated to Yangzhou UniversityYangzhouChina
- Department of OrthopedicsNorthern Jiangsu People's HospitalYangzhouChina
| |
Collapse
|
29
|
Zhao J, Bai J, Yu X, Zhang W, Zhao C, Ye J, Wei P, He K, Zou J. Synthesis, biological activities and mechanistic studies of C 20-ketone pachysandra alkaloids as anti-hepatocellular carcinoma agents. Mol Divers 2025; 29:2617-2637. [PMID: 39158620 DOI: 10.1007/s11030-024-10961-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 08/06/2024] [Indexed: 08/20/2024]
Abstract
The pachysandra alkaloids found in Sarcococca ruscifolia demonstrate notable anti-hepatocellular carcinoma activity. Despite their efficacy, the structural diversity of these compounds remains limited, and their precise antitumor mechanism is still unclear. In pursuit of identifying novel lead compounds with high efficacy and low toxicity for combating hepatocellular carcinoma, twenty-three compounds of C20-ketone pachysandra alkaloid derivatives were designed and synthesized by using 3-dimethylamine pachysandra alkaloids as scaffolds. Subsequent in vitro anticancer activity experiments showed that synthetic pachysandra alkaloids had a stronger effect on HepG2 cells than did their natural counterparts, with low toxicity and high selectivity. The most potent derivative, 6k, had an IC50 value of 0.75 μM, demonstrating 25.7-fold greater anticancer activity than sarcovagine D against HepG2 cells. Through network pharmacology and molecular docking analysis, it was revealed that synthetic pachysandra alkaloids may exert their effects by inhibiting the JAK2/STAT3 pathway, thereby preventing the proliferation of liver cancer cells. Further research through scratch tests, immunofluorescence experiments, and Western blot analysis revealed that compound 6k effectively inhibited the migration of HepG2 cells and induced mitochondria-mediated intrinsic apoptosis of HepG2 cells by regulating the JAK2/STAT3 signaling pathway. The aforementioned results indicate that compound 6k could be developed as a potential candidate for the treatment of hepatocellular carcinoma.
Collapse
Affiliation(s)
- JinFeng Zhao
- College of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Jing Bai
- College of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Xiang Yu
- College of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - WenWen Zhang
- College of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
- Shandong Hongjitang Pharmaceutical Group Co., Ltd., Jinan, China
| | - ChenLiang Zhao
- College of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - JiangHai Ye
- College of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Peng Wei
- College of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China
| | - Kang He
- College of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China.
| | - Juan Zou
- College of Pharmacy, Guizhou University of Traditional Chinese Medicine, Guiyang, 550025, China.
| |
Collapse
|
30
|
Cao Q, Cai C, Wang C, Li L, Liu J, Zhang J, Rong M, Ren J, Han Y, Zhang J, Han X. Zengmian Yiliu formula suppresses cell cycle in immune-rich ovarian cancer patient-derived organoids. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2025; 141:156721. [PMID: 40215819 DOI: 10.1016/j.phymed.2025.156721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 03/18/2025] [Accepted: 04/01/2025] [Indexed: 04/29/2025]
Abstract
BACKGROUND Ovarian cancer, often diagnosed at advanced stages, has a 5-year survival rate below 50%, indicating a critical need for innovative treatments. The Zengmian Yiliu (ZMYL) formula, a Traditional Chinese Medicine (TCM) prescription, has shown potential in enhancing chemotherapy efficacy and improving patients' quality of life, PURPOSE: To investigate the effects of the ZMYL formula on ovarian cancer organoids, focusing on its impact on organoid phenotypes and underlying mechanisms, and to explore its potential as an immunotherapeutic agent. METHODS Ovarian cancer organoids were established from surgical tissues and treated with the ZMYL formula at varying concentrations. Network pharmacology was utilized to predict the formula's therapeutic targets and pathways, and molecular docking was conducted to validate ingredient-target interactions. Phenotypic changes were monitored, and RNA sequencing was performed post-treatment to analyze gene expression alterations. RESULTS A total of 34 overlapping targets of 10 compounds in the ZMYL formula and ovarian cancer were predicted by Network pharmacology analysis. The ZMYL formula induced dose-dependent morphological changes in organoids, including a reduction in size and structural sparsity at higher concentrations. RNA sequencing revealed significant modulation of cell cycle and immune response pathways, with a particular focus on immunomodulatory effects. The formula's treatment targeted key genes involved in these processes, reshaping the tumor's molecular landscape. CONCLUSIONS This study establishes ZMYL's capacity to simultaneously target oncogenic drivers (e.g., cell cycle regulators) and immune checkpoints (e.g., CXCL10-mediated T cell recruitment) in ovarian cancer organoids. Unlike conventional monotherapy-focused approaches, ZMYL's multi-component mechanism offers a synergistic framework for integrating TCM with modern immunotherapies. These findings provide a foundation for future clinical evaluation of ZMYL as a precision medicine strategy to enhance treatment efficacy and mitigate chemoresistance in ovarian cancer.
Collapse
Affiliation(s)
- Qi Cao
- Obstetrics & Gynecology Hospital of Fudan University, Shanghai, China
| | | | - Chen Wang
- Shanghai LiSheng Biotech, Shanghai, China
| | - Lanyang Li
- Shanghai LiSheng Biotech, Shanghai, China
| | - Jiping Liu
- Shanghai LiSheng Biotech, Shanghai, China
| | - Jian Zhang
- Shanghai LiSheng Biotech, Shanghai, China
| | | | - Jiaqi Ren
- Shanghai LiSheng Biotech, Shanghai, China
| | - Yanyan Han
- Shanghai LiSheng Biotech, Shanghai, China
| | - Jie Zhang
- LongHua Hospital, Shanghai University of Traditional Chinese Medicine, 725 Wanping South Road, Xuhui District, Shanghai, China.
| | - Xinxin Han
- Shanghai LiSheng Biotech, Shanghai, China; Organ Regeneration X Lab, LiSheng East China Institute of Biotechnology, Peking University, Jiangsu, China.
| |
Collapse
|
31
|
Daghlas I, Karhunen V, Kim AS, Gill D. Application of Human Genetics to Prioritize Coagulation Cascade Protein Targets for Ischemic Stroke Prevention. Stroke 2025; 56:1542-1553. [PMID: 40188416 PMCID: PMC7617607 DOI: 10.1161/strokeaha.124.049808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Revised: 02/04/2025] [Accepted: 03/12/2025] [Indexed: 04/08/2025]
Abstract
BACKGROUND While interindividual variations in concentration and function of coagulation cascade proteins are established risk factors for venous thromboembolism (VTE), their associations with arterial ischemic stroke are less well defined. METHODS We identified and validated genetic proxies for lifelong, randomized perturbations of coagulation cascade proteins in genome-wide association studies of circulating protein levels (deCODE, n=35 559; UK Biobank, n=46 218) and of VTE risk (81 190 cases and 1 419 671 controls). Study participants were all of European ancestry. We performed 2-sample Mendelian randomization and colocalization analyses to test associations of these genetic proxies with risk of ischemic stroke (62 100 cases and 1 234 808 controls from the GIGASTROKE consortium) and ischemic stroke subtypes, and further contextualized associations with VTE and secondary efficacy and safety outcomes. RESULTS We identified genetic proxies for 30 coagulation factors, with cross-trait associations recapitulating canonical coagulation biology. Mendelian randomization and colocalization analyses supported causal associations of genetically proxied levels of 5 proteins with risk of ischemic stroke, with all proteins associating with the cardioembolic stroke subtype: factor XI (odds ratio [OR] of cardioembolic stroke per 1-SD increase, 1.31 [95% CI, 1.19-1.44]; P=3.30×10-8), high-molecular-weight kininogen (OR, 1.19 [95% CI, 1.09-1.30]; P=7.79×10-5), prothrombin (OR, 1.83 [95% CI, 1.31-2.57]; P=4.20×10-4), soluble PROCR (protein C receptor; OR, 0.88 [95% CI, 0.82-0.95]; P=6.19×10-4), and γ' fibrinogen (OR per doubling in VTE risk due to lower γ' fibrinogen levels, 1.44 [95% CI, 1.25-1.66]; P=3.96×10-7). γ' Fibrinogen and prothrombin also associated with large artery atherosclerotic stroke, and no proteins were associated with small vessel stroke risk. By contrast, genetic proxies for several coagulation factors (including proteins C and S and factors V and VII) showed selective associations with VTE. CONCLUSIONS These data highlight specific coagulation cascade components implicated in ischemic stroke pathogenesis, while identifying proteins with distinct roles in VTE. These findings may inform development of novel anticoagulants and optimize their use in targeted populations with stroke.
Collapse
Affiliation(s)
- Iyas Daghlas
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California San Francisco (I.D., A.S.K.)
| | - Ville Karhunen
- MRC Biostatistics Unit, School of Clinical Medicine, University of Cambridge, United Kingdom (V.K.)
| | - Anthony S. Kim
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California San Francisco (I.D., A.S.K.)
| | - Dipender Gill
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, United Kingdom (D.G.)
| |
Collapse
|
32
|
Asloudj Y, Mougin F, Thébault P. scEVE: a single-cell RNA-seq ensemble clustering algorithm capitalizing on the differences of predictions between multiple clustering methods. NAR Genom Bioinform 2025; 7:lqaf073. [PMID: 40491972 PMCID: PMC12147100 DOI: 10.1093/nargab/lqaf073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Revised: 05/07/2025] [Accepted: 05/20/2025] [Indexed: 06/11/2025] Open
Abstract
Single-cell RNA sequencing measures individual cell transcriptomes in a sample. In the past decade, this technology has motivated the development of hundreds of clustering methods. These methods attempt to group cells into populations by leveraging the similarity of their transcriptomes. Because each method relies on specific hypotheses, their predictions can vary drastically. To address this issue, ensemble algorithms detect cell populations by integrating multiple clustering methods, and minimizing the differences of their predictions. While this approach is sensible, it has yet to address some conceptual challenges in single-cell data science; namely, ensemble algorithms have yet to generate clustering results with uncertainty values and multiple resolutions. In this work, we present an original approach to ensemble clustering that addresses these challenges, by describing the differences between clustering results, rather than minimizing them. We present the scEVE algorithm, and we evaluate it on 15 experimental datasets, and up to 1200 synthetic datasets. Our results reveal that scEVE outperforms the state of the art, and addresses both conceptual challenges. We also highlight how biological downstream analyses will benefit from addressing these challenges. We expect that this work will provide an alternative direction for developing single-cell ensemble clustering algorithms.
Collapse
Affiliation(s)
- Yanis Asloudj
- Univ. Bordeaux, CNRS, Bordeaux INP, LaBRI, UMR 5800, F-33400 Talence, France
- Univ. Bordeaux, INSERM, BPH, U1219, F-33000 Bordeaux, France
| | - Fleur Mougin
- Univ. Bordeaux, CNRS, Bordeaux INP, LaBRI, UMR 5800, F-33400 Talence, France
- Univ. Bordeaux, INSERM, BPH, U1219, F-33000 Bordeaux, France
| | - Patricia Thébault
- Univ. Bordeaux, CNRS, Bordeaux INP, LaBRI, UMR 5800, F-33400 Talence, France
| |
Collapse
|
33
|
Alshahrani AS, Saber S, Alruwaili OS, Al-Majdoub ZM, Hamad RS, Abdel-Reheim MA, Khaled BEA, Alibrahim A, Ramadan A, El-Kott AF, Alshehri AS, Negm S, Elmorsy EA, Khalifa AK, Abdelhady R. Modulation of FOXO3a Nuclear Localization by Linagliptin (BI-1356) reveals a new therapeutic target in chronic ulcerative colitis. Eur J Pharm Sci 2025; 209:107100. [PMID: 40221059 DOI: 10.1016/j.ejps.2025.107100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2024] [Revised: 03/24/2025] [Accepted: 04/08/2025] [Indexed: 04/14/2025]
Abstract
Globally, the incidence and prevalence rates of ulcerative colitis (UC) show a rising pattern. The limited efficacy and significant adverse effects associated with current treatment options underscore the need for novel therapeutic approaches. It has been found that linagliptin, a dipeptidyl peptidase-4 inhibitor, activates AMPK in different disease conditions. The main objective of the present work was to elucidate the potential implications of the AMPK/FOXO3a mediated by linagliptin in rats with chronic colitis. The findings of the current report revealed the first robust in-vivo evidence advocating the coloprotective effect of linagliptin against dextran sodium sulfate-induced chronic UC in rats. It has demonstrated potential beyond its antidiabetic effects by modulating FOXO3a localization. By shifting FOXO3a from the cytosol to the nucleus, linagliptin enhanced the transcription of genes involved in attenuation of pro-inflammatory events and restoration of redox homeostasis. Nuclear FOXO3a also impacted NFκB activity, reducing inflammation. This conclusion was fundamentally supported by the documented improvements in histopathological changes evidenced by reduced inflammation, edema, crypt atrophy, and submucosal fibrosis. Moreover, decreased colon weight/length ratio, as well as reduced scores of disease activity and macroscopic damage indices, were observed. Furthermore, it corrected body weight loss during the time frame of the experiment. These findings underscore the anti-inflammatory potential of therapies that promote the nuclear localization of FOXO3a in inflammatory conditions. Linagliptin's ability to modulate FOXO3a localization might be particularly useful for diabetic patients suffering from inflammatory bowel diseases. However, further molecular investigations are required to validate the findings and to assess the clinical application of this approach as a valid tool for alleviating UC.
Collapse
Affiliation(s)
- Abdulaziz Saad Alshahrani
- Department of Internal Medicine, Medicine and Gastroenterologist Consultant, Najran University Hospital, Najran University, Saudi Arabia.
| | - Sameh Saber
- Department of Pharmacology, Faculty of Pharmacy, Delta University for Science and Technology, Gamasa 11152, Egypt.
| | | | - Zubida M Al-Majdoub
- Centre for Applied Pharmacokinetic Research, University of Manchester, Manchester, UK.
| | - Rabab S Hamad
- Biological Sciences Department, College of Science, King Faisal University, Al Ahsa 31982, Saudi Arabia.
| | | | - Bahaa Eldin Ali Khaled
- Anatomy Department, College of Medicine, Jouf University, Sakaka, Saudi Arabia; Department of Anatomy and Embryology, Faculty of Medicine, Cairo University, Cairo, Egypt.
| | - Alaa Alibrahim
- Department of Internal Medicine, College of Medicine, Jouf University, Sakaka, Saudi Arabia.
| | - Asmaa Ramadan
- Department of Biochemistry, Faculty of Pharmacy, Delta University for Science and Technology, Gamasa 11152, Egypt.
| | - Attalla F El-Kott
- Department of Biology, College of Science, King Khalid University, Abha, Saudi Arabia; Department of Zoology, Faculty of Science, Damanhour University, Egypt.
| | - Ali S Alshehri
- Department of Biology, College of Science, King Khalid University, Abha, Saudi Arabia.
| | - Sally Negm
- Applied College, Health Specialities, Basic Sciences and Their Applications Unit, Mahayil Asir, King Khalid University, Abha, 62529, Saudi Arabia.
| | - Elsayed A Elmorsy
- Department of Pharmacology and Toxicology, College of Pharmacy, Qassim University, Buraidah, 51452, Saudi Arabia.
| | - Amira Karam Khalifa
- Department of Medical Pharmacology, Faculty of Medicine, Cairo University, Cairo 11562, Egypt; Department of Medical Pharmacology, Faculty of Medicine, Nahda University, New Beni Suef 62521, Egypt.
| | - Rasha Abdelhady
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Fayoum University, Fayoum, Egypt; Pharmacology and Toxicology Department, Faculty of Pharmacy, Egyptian Chinese University, Cairo, Egypt.
| |
Collapse
|
34
|
He J, Wong LY, Chen S, Zhang SJ, Chen W, Bai JX, Wang L, Wang XQ, Li SMA, Li Q, Fu XQ, Yu ZL. Inhibition of the PI3K/AKT signaling pathway contributes to the anti-renal cell carcinoma effects of deoxyelephantopin. Biomed Pharmacother 2025; 187:118136. [PMID: 40344699 DOI: 10.1016/j.biopha.2025.118136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2025] [Revised: 04/17/2025] [Accepted: 05/05/2025] [Indexed: 05/11/2025] Open
Abstract
Renal cell carcinoma (RCC) is the most common kidney cancer. Despite advances in treatment, current therapeutic strategies are often limited by side effects, drug resistance, and low response rates, necessitating alternatives for RCC treatment. Deoxyelephantopin (DEO), a sesquiterpene lactone from Elephantopi Herba, has demonstrated anticancer properties in multiple cancer models; however, its effects on RCC remain unknown. This study aimed to investigate the anti-RCC effects of DEO and its underlying molecular mechanisms. Human RCC cell lines (786-O, Caki-1, A498) and a murine RCC cell line (RENCA) were used for in vitro assays. Results revealed that DEO dose-dependently inhibited cell viability and colony formation in 786-O, Caki-1, A498, and RENCA cells, while also inducing apoptosis in 786-O and Caki-1 cells. A RENCA allograft mouse model was used for in vivo assays. DEO significantly suppressed tumor growth without causing notable changes in body weight, organ coefficients, or serum biochemical markers (ALT, AST, BUN, Cr). Network pharmacology analysis predicted the PI3K/AKT signaling pathway as a key mediator of DEO's anti-RCC effects. Western blotting showed that DEO downregulated the expression of EGFR, p-EGFR (Tyr1068), PI3K p110α, p-Akt (Ser473), mTOR, p-mTOR (Ser2448), p-p70S6K (Thr389), 4E-BP1, p-4E-BP1 (Thr37/46), HIF-1α, and Bcl-2. Overactivation of AKT attenuated DEO's inhibitory effects on cell viability in 786-O cells. In conclusion, this study is the first to demonstrate that DEO exerts anti-RCC effects in both cellular and animal models, primarily through inhibition of the PI3K/AKT pathway. These findings suggest that DEO holds promise as a lead compound for RCC management.
Collapse
Affiliation(s)
- Jinjin He
- Consun Chinese Medicines Research Centre for Renal Diseases, School of Chinese Medicine, Hong Kong Baptist University, Kowloon Tong, Hong Kong
| | - Lut Yi Wong
- Consun Chinese Medicines Research Centre for Renal Diseases, School of Chinese Medicine, Hong Kong Baptist University, Kowloon Tong, Hong Kong
| | - Si Chen
- Consun Chinese Medicines Research Centre for Renal Diseases, School of Chinese Medicine, Hong Kong Baptist University, Kowloon Tong, Hong Kong; Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China
| | - Shi-Jia Zhang
- Consun Chinese Medicines Research Centre for Renal Diseases, School of Chinese Medicine, Hong Kong Baptist University, Kowloon Tong, Hong Kong; Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China
| | - Wei Chen
- Consun Chinese Medicines Research Centre for Renal Diseases, School of Chinese Medicine, Hong Kong Baptist University, Kowloon Tong, Hong Kong
| | - Jing-Xuan Bai
- Consun Chinese Medicines Research Centre for Renal Diseases, School of Chinese Medicine, Hong Kong Baptist University, Kowloon Tong, Hong Kong
| | - Li Wang
- Consun Chinese Medicines Research Centre for Renal Diseases, School of Chinese Medicine, Hong Kong Baptist University, Kowloon Tong, Hong Kong
| | - Xiao-Qi Wang
- Consun Chinese Medicines Research Centre for Renal Diseases, School of Chinese Medicine, Hong Kong Baptist University, Kowloon Tong, Hong Kong
| | - Sze-Man Amy Li
- Consun Chinese Medicines Research Centre for Renal Diseases, School of Chinese Medicine, Hong Kong Baptist University, Kowloon Tong, Hong Kong
| | - Qinglin Li
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China
| | - Xiu-Qiong Fu
- Consun Chinese Medicines Research Centre for Renal Diseases, School of Chinese Medicine, Hong Kong Baptist University, Kowloon Tong, Hong Kong.
| | - Zhi-Ling Yu
- Consun Chinese Medicines Research Centre for Renal Diseases, School of Chinese Medicine, Hong Kong Baptist University, Kowloon Tong, Hong Kong; Research and Development Centre for Natural Health Products, HKBU Institute for Research and Continuing Education, Shenzhen, China.
| |
Collapse
|
35
|
Liu FF, Li K. The Abnormal ERα-miRNA Cross-Talk in AD-Affected Human Hippocampus: A Bioinformatics Perspective. Mol Neurobiol 2025; 62:7998-8012. [PMID: 39966328 PMCID: PMC12078360 DOI: 10.1007/s12035-025-04771-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Accepted: 02/11/2025] [Indexed: 02/20/2025]
Abstract
Estrogen's impact on Alzheimer's disease (AD) is multifaceted, with its receptors potentially influencing AD pathology in both beneficial and detrimental ways. This study aims to dissect the intricate cross-talk between estrogen receptor alpha (ERα) and microRNAs (miRNAs) in AD-affected human hippocampus. Through a comprehensive literature review in the PubMed database, coupled with a GeneCards database search, we obtained AD-related key miRNAs and genes in the hippocampus. Using bioinformatics tools, we predicted target genes and miRNAs of ERα, and the targets of the identified miRNAs. The integration of these elements resulted in the construction of an ERα-related FFL network, which includes 13 miRNAs and 56 core genes. Gene ontology (GO) and pathway enrichment analyses were conducted, revealing significant enrichment in biological processes such as neuron death and response to metal ions, and cellular components like membrane microdomains. Notably, the AKT-associated signaling pathway was prominently highlighted, with key genes including GSK3A, CDKN1A, AKT2, and MDM2, and key miRNAs including miR-485 and let-7f, suggesting a potential role of ERα in modulating this pathway in AD. The findings of this study provide a novel perspective on the regulatory network of ERα in the hippocampal region of AD and may pave the way for future research into the therapeutic potential of targeting the ERα pathway in neurodegenerative diseases.
Collapse
Affiliation(s)
- Fang-Fang Liu
- Department of Pathology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, No. 26 Shengli Street, Hankou District, Wuhan, 430014, People's Republic of China
| | - Ke Li
- Department of Blood Transfusion, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Hankou District, Wuhan, 430030, Hubei, People's Republic of China.
| |
Collapse
|
36
|
Wei J, Yang Z, Wu X, Zheng N, Wu D. Unveiling the role of lipid metabolism in haemorrhagic disorders: genetic insights and therapeutic perspectives. Thromb J 2025; 23:55. [PMID: 40450254 DOI: 10.1186/s12959-025-00731-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2025] [Accepted: 04/29/2025] [Indexed: 06/03/2025] Open
Abstract
BACKGROUND Coagulation defects, including purpura and other haemorrhagic conditions, are a critical area of medical research because of their significant health effects worldwide. Understanding the metabolic basis of these conditions may improve therapeutic strategies. METHODS A two-sample Mendelian randomization (MR) approach was employed to evaluate the causal relationships between the levels of 1,400 metabolites and coagulation defects. Colocalization analysis confirmed significant shared genetic influences. Pathway and protein‒protein interaction (PPI) analyses identified rate-limiting enzymes and drug targets. The impacts of lifestyle factors on metabolite levels were also explored through MR. RESULTS MR analysis revealed four metabolites whose abundance was significantly associated with coagulation defects: docosapentaenoate n3 DPA 22:5n3 (DPA) (OR: 1.594, 95% CI: 1.263-2.011, P < 0.001), 1-palmitoyl-2-stearoyl-gpc (PSPC) (16:0/18:0) (OR: 1.294, 95% CI: 1.134-1.477, P < 0.001), 1-stearoyl-2-docosahexaenoyl-gpc (SDPC) (18:0/22:6) (OR: 1.232, 95% CI: 1.101-1.380, P < 0.001) and hydroxypalmitoyl sphingomyelin (HPSM) (d18:1/16:0 (OH)) (OR: 0.803, 95% CI: 0.719-0.896, P < 0.001). Colocalization analysis provided robust evidence for shared genetic loci. Pathway analysis highlighted the importance of lipid metabolism, identifying key enzymes such as FADS1, FADS2 and TCP1. PPI analysis revealed an interaction between TCP1 and plasminogen, indicating potential therapeutic synergy. Further analysis revealed that lifestyle factors, including dried fruit and oily fish intake, were linked to the abundance of metabolites associated with coagulation risk. CONCLUSIONS This study identifies specific metabolites and metabolic pathways involved in coagulation defects, proposes novel therapeutic targets and highlights the roles of dietary and lifestyle interventions in the management of these conditions. These findings pave the way for personalized strategies to manage coagulation-related conditions.
Collapse
Affiliation(s)
- Jiaqi Wei
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, 215006, China
| | - Zhen Yang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, 215006, China
| | - Xiaojin Wu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, 215006, China
| | - Nana Zheng
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China.
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, 215006, China.
| | - Depei Wu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China.
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, 215006, China.
| |
Collapse
|
37
|
Zhou J, Huo H, He R, Lu Y, Peng Y, Zou X, Jiang S. Age-related stress gene expression in neonatal sepsis involves regulatory networks and immune cell infiltration. Sci Rep 2025; 15:18814. [PMID: 40442112 PMCID: PMC12122668 DOI: 10.1038/s41598-025-01442-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2024] [Accepted: 05/06/2025] [Indexed: 06/02/2025] Open
Abstract
Septicemia triggers a profound systemic inflammatory response, ultimately leading to cellular senescence. Understanding the mechanisms underlying intercellular interactions associated with sepsis is crucial for developing therapeutic strategies targeting sepsis and its associated complications. Neonatal septicemia (NS) is a critical condition characterized by systemic infection in newborns. Currently, there are no effective indicators for the early identification of sepsis and precise screening of newborns who truly require antibiotic treatment, which results in delayed diagnosis of neonatal sepsis and the overuse of antibiotics. We aimed to elucidate cellular senescence-related genes (CSRGs) in the context of NS and to investigate their potential regulatory networks and immune infiltration patterns. Our analysis identified 391 DEGs, including 301 upregulated and 90 downregulated genes and 15 differentially expressed CSRGs (CSRDEGs), including STAT3, MAPK14, IGFBP7, PPARG, and ETS2. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analyses revealed enrichment in biological processes, including cellular senescence, and pathways involving PD-L1 expression in cancer. Gene Set Enrichment Analysis highlighted significant pathways, including selenoamino acid metabolism and neutrophil degranulation. Protein-protein interaction network analysis identified eight hub genes: STAT3, MAPK14, CEBPB, TLR2, ETS1, JUNB, PPARG, and MAP3K5. Regulatory network analysis revealed interactions between CSRDEGs and multiple transcription factors/miRNAs. Immune infiltration analysis revealed profound differences in the composition of immune cells between the normal and NS groups. Our study findings offer valuable information for future research on therapeutic targets and diagnostic markers of NS.
Collapse
Affiliation(s)
- Jenny Zhou
- Neonatal Department, The First People's Hospital of Foshan City, Foshan, Guangdong, China
| | - Huiyi Huo
- Neonatal Department, The First People's Hospital of Foshan City, Foshan, Guangdong, China
| | - Ruth He
- Neonatal Department, The First People's Hospital of Foshan City, Foshan, Guangdong, China
| | - Yongxue Lu
- Neonatal Department, The First People's Hospital of Foshan City, Foshan, Guangdong, China
| | - Yunju Peng
- Neonatal Department, The First People's Hospital of Foshan City, Foshan, Guangdong, China
| | - Xiaoping Zou
- Neonatal Department, The First People's Hospital of Foshan City, Foshan, Guangdong, China
| | - Suhua Jiang
- Neonatal Department, The First People's Hospital of Foshan City, Foshan, Guangdong, China.
| |
Collapse
|
38
|
Chen Y, Wang Q, Bian S, Dong J, Xiong J, Le J. Exploration of the mechanism of Polyphyllin I against hepatocellular carcinoma based on network pharmacology, molecular docking and experimental validation. Discov Oncol 2025; 16:941. [PMID: 40434621 PMCID: PMC12120097 DOI: 10.1007/s12672-025-02341-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Accepted: 04/08/2025] [Indexed: 05/29/2025] Open
Abstract
PURPOSE Hepatocellular carcinoma (HCC) is a leading cause of cancer-related death worldwide. Targeted therapies hold promise for HCC treatment, and understanding the molecular mechanisms of action is crucial for developing novel therapeutic strategies. Polyphyllin I, a natural compound with known antitumor activity, represents a potential therapeutic candidate. METHODS This study employed a network pharmacology approach to investigate the anti-HCC effects of Polyphyllin I and its underlying mechanisms. Drug and disease related targets were identified and intersected to construct Components-Gene Symbols-Disease and Protein-Protein Interaction networks. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed. Molecular docking simulations were conducted to explore the interactions between Polyphyllin I and key pathway proteins (VEGF-C and β-catenin). Finally, in vitro and in vivo experiments validated the anti-HCC effects and underlying mechanisms of Polyphyllin I. RESULTS Network pharmacology analysis revealed that Polyphyllin I targets multiple genes and pathways implicated in HCC development and progression. GO and KEGG analyses identified significant enrichment of pathways related to cell proliferation, apoptosis and angiogenesis, including VEGF and the Wnt/β-catenin signaling pathways. Molecular docking simulations demonstrated strong binding affinities between Polyphyllin I and VEGF-C and β-catenin. In vitro and in vivo experiments confirmed that Polyphyllin I effectively inhibits HCC cell proliferation, induces apoptosis, and suppresses angiogenesis, potentially by modulating the VEGF-C and Wnt/β-catenin signaling pathways. CONCLUSIONS The study provides compelling evidence for the antitumor activity of Polyphyllin I in HCC and elucidates its possible molecular mechanisms, suggesting that Polyphyllin I holds great potential as a therapeutic agent for HCC.
Collapse
Affiliation(s)
- Yilong Chen
- Shanghai Key Laboratory of Molecular Imaging, Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, 200093, China
| | - Qiuying Wang
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China
- School of Pharmacy, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Shuixiu Bian
- Shanghai Key Laboratory of Molecular Imaging, Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, 200093, China
| | - Jing Dong
- Shanghai Key Laboratory of Molecular Imaging, Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
- School of Pharmacy, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Jie Xiong
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji University School of Medicine, Shanghai, 200065, China.
| | - Jiamei Le
- Shanghai Key Laboratory of Molecular Imaging, Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China.
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, 200093, China.
| |
Collapse
|
39
|
Dakpa G, Chiang YT, Lin LY, Tsao NW, Wang CH, Pérez-Sánchez H, Fernández JRA, Wang SY. Essential oil-derived compounds target core fatigue-related genes: A network pharmacology and molecular Docking approach. PLoS One 2025; 20:e0314125. [PMID: 40435272 PMCID: PMC12118864 DOI: 10.1371/journal.pone.0314125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Accepted: 03/20/2025] [Indexed: 06/01/2025] Open
Abstract
Fatigue is a widespread condition associated with various health issues, yet identifying specific bioactive compounds for its management remains challenging. This study integrates network pharmacology and molecular docking to uncover essential oil-derived compounds with potential antifatigue properties by targeting key genes and molecular pathways. A comprehensive analysis of 872 essential oil compounds was conducted using PubChem, with target prediction via SwissTargetPrediction. The protein-protein interaction (PPI) network and KEGG pathway analysis identified core fatigue-related targets, including ALB, BCL2, EGFR, IL-6, and STAT3, in metabolic dysregulation and inflammatory responses linked to fatigue. Molecular docking exhibits strong binding affinity between key compounds such as Calamenene, T-cadinol, and Bornyl acetate and core targets, suggesting their potential antifatigue effects. However, ADMET analysis confirmed T-cadinol's drug-likeness, suggesting good bioavailability and minimal toxicity risks. Thus, molecular docking revealed high binding affinity, which was further validated through a 100 ns MD simulation and demonstrated stable interactions with low root mean square deviation (RMSD). Additionally, hydrogen bond analysis confirmed that T-cadinol maintained consistent interactions with key residues such as Thr-790 in EGFR, Arg-222 in ALB, and Arg-104 in IL-6, indicating strong binding stability. While this study provides valuable computational insights, further in vitro and in vivo validation is necessary to confirm these findings and explore potential therapeutic applications.
Collapse
Affiliation(s)
- Gyaltsen Dakpa
- Molecular and Biological Agricultural Sciences Program, Taiwan International Graduate Program, Academia Sinica, Taipei, Taiwan
- Graduate Institute of Biotechnology, National Chung-Hsing University, Taichung, Taiwan
| | | | - Li-Yin Lin
- Liyu International Co., Ltd, Taichung, Taiwan
| | - Nai-Wen Tsao
- Special Crop and Metabolome Discipline Cluster, Academy of Circle Economy, National Chung Hsing University, Taichung, Taiwan.
| | - Chung-Hsuan Wang
- Special Crop and Metabolome Discipline Cluster, Academy of Circle Economy, National Chung Hsing University, Taichung, Taiwan.
| | | | - Jorge Ricardo Alonso Fernández
- Structural Bioinformatics and High-Performance Computing (BIO-HPC), Campus de los Jerónimos, Universidad Católica de Murcia (UCAM), Guadalupe, Murcia, España (Spain),
| | - Sheng-Yang Wang
- Molecular and Biological Agricultural Sciences Program, Taiwan International Graduate Program, Academia Sinica, Taipei, Taiwan
- Special Crop and Metabolome Discipline Cluster, Academy of Circle Economy, National Chung Hsing University, Taichung, Taiwan.
- Department of Forestry, National Chung-Hsing University, Taichung, Taiwan
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei, Taiwan
| |
Collapse
|
40
|
Ali M, Irfan HM, Alamgeer, Ullah A, Abdellattif MH, Elodemi M, Zubair M, Khan A, Al-Harrasi A. Therapeutic role of Crateva religiosa in diabetic nephropathy: Insights into key signaling pathways. PLoS One 2025; 20:e0324028. [PMID: 40435181 PMCID: PMC12118869 DOI: 10.1371/journal.pone.0324028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Accepted: 04/16/2025] [Indexed: 06/01/2025] Open
Abstract
Crateva religiosa, a plant used in traditional medicine, is valued for its bioactive properties. Traditional approaches are more accepted worldwide as a cost effective alternatives being used in network pharmacology to explore the complex interactions of drug targets among molecular pathways. The study investigated the potential of Crateva religiosa's phytoconstituents using meticulous computational analysis and empirical confirmation. The IMPPAT, GeneCards and DisGeNET data bases were used to obtain the active moieties and disease targets respectively. Crateva phytoconstituent's DN-target network and protein-protein interaction (PPI) network were developed and analyzed using the STRING online platform and Cytoscape software. GO and KEGG analyses were conducted using the g: profiler databases while the process of molecular docking involved the use of MOE software. The screening process identified dillapiole (CR-C1), beta ionone (CR-C2) 10-epi-γ-eudesmol (CR-C3), cis/trans linalool oxide (CR-C4/5) and nerolidol (CR-C6), as potential active phytoconstituents of C. religiosa and AKT1, PPARG, PTGS2, EGFR, ESR1, JAK2, MAPK1, PARP1, GSK3B, and PPARA as matching targets in DN. The enrichment analysis revealed that the common targets were primarily linked to inflammatory response, oxidative stress, immunological modulation, and cell death. The main signal pathways suggested were PI3K-Akt, AGE-RAGE, and IL-17. Moreover, molecular docking analysis determined that the AKT1, PPARG and PTGS2 are the essential targets that had a good affinity for their respective active molecules.
Collapse
Affiliation(s)
- Muhammad Ali
- College of Pharmacy, University of Sargodha, Sargodha, Pakistan
| | - Hafiz M. Irfan
- College of Pharmacy, University of Sargodha, Sargodha, Pakistan
| | - Alamgeer
- Punjab University College of Pharmacy, University of the Punjab, Lahore, Pakistan
| | - Aman Ullah
- Department of Pharmacy, Saba Medical Centre, Abu Dhabi, United Arab Emirates
| | - Magda H. Abdellattif
- Chemistry Department, College of Sciences, University College of Taraba, Taif University, Taif, Saudi Arabia
| | - Mahmoud Elodemi
- Department of Pharmacology, Faculty of Medicine, University of Tabuk, Tabuk, Saudi Arabia
| | - Mohammad Zubair
- Department of Medical Microbiology, Faculty of Medicine, University of Tabuk, Tabuk, Saudi Arabia
| | - Ajmal Khan
- Natural and Medical Sciences Research Center, University of Nizwa, Nizwa, Oman
- Department of Chemical and Biological Engineering, College of Engineering, Korea University, Seoul, Republic of Korea
| | - Ahmed Al-Harrasi
- Natural and Medical Sciences Research Center, University of Nizwa, Nizwa, Oman
| |
Collapse
|
41
|
Alavanda C, Demir Ş, Güven S, Eltan M, Eltan SB, Sefer AP, Pul S, Güran T, Alpay H, Arman A, Ata P, Turan S. Expanding the Clinical Features of Schimke Immuno-osseous Dysplasia: a New Patient with a Novel Variant and Novel Clinical Findings. J Clin Res Pediatr Endocrinol 2025; 17:126-135. [PMID: 39113392 PMCID: PMC12118321 DOI: 10.4274/jcrpe.galenos.2024.2024-1-17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 07/25/2024] [Indexed: 05/29/2025] Open
Abstract
Schimke immuno-osseous dysplasia (SIOD) (MIM:242900) is an ultra-rare, autosomal recessive, pan-ethnic pleiotropic disease. Typical findings of this syndrome are steroid-resistant nephrotic syndrome, cellular immunodeficiency, spondyloepiphyseal dysplasia (SED) and facial dysmorphism. Biallelic variants in the SMARCAL1 gene cause SIOD. The five-and-a-half-year-old female patient was evaluated because of short stature, dysmorphism, hypercalcemia, hypophosphatemia, and elevated follicle-stimulating hormone (FSH) levels. Karyotype analysis and array-CGH testing were normal. Clinical exome sequencing (CES) was performed to analyze genes associated with hypophosphatemia. No pathogenic variant was detected. The subsequent detection of proteinuria during follow-up for cross-fused ectopic left kidney ultimately facilitated the diagnosis of SIOD, although no obvious SED was detected. Re-analysis of CES revealed a novel homozygous c.2422_2427+9delinsA pathogenic variant in the SMARCAL1. The literature on SMARCAL1 gene pathogenic variants, including 125 SIOD cases from 38 articles was reviewed to investigate whether hypercalcemia, hypophosphatemia, and elevated FSH levels had been previously reported in SIOD patients. This review revealed that this was the first report of these findings in a patient with SIOD. Thus, this report expands both the phenotypic and genotypic spectrum of SIOD.
Collapse
Affiliation(s)
- Ceren Alavanda
- University of Health Sciences Türkiye, Van Training and Research Hospital, Clinic of Medical Genetics, Van, Türkiye
- Marmara University Faculty of Medicine, Department of Medical Genetics, İstanbul, Türkiye
| | - Şenol Demir
- Marmara University Faculty of Medicine, Department of Medical Genetics, İstanbul, Türkiye
| | - Serçin Güven
- Marmara University Faculty of Medicine, Department of Pediatric Nephrology, İstanbul, Türkiye
| | - Mehmet Eltan
- Marmara University Faculty of Medicine, Department of Pediatric Endocrinology, İstanbul, Türkiye
| | - Sevgi Bilgiç Eltan
- Marmara University Faculty of Medicine, Department of Pediatric Allergy and Immunology, İstanbul, Türkiye
| | - Asena Pınar Sefer
- Marmara University Faculty of Medicine, Department of Pediatric Allergy and Immunology, İstanbul, Türkiye
| | - Serim Pul
- Marmara University Faculty of Medicine, Department of Pediatric Nephrology, İstanbul, Türkiye
| | - Tülay Güran
- Marmara University Faculty of Medicine, Department of Pediatric Endocrinology, İstanbul, Türkiye
| | - Harika Alpay
- Marmara University Faculty of Medicine, Department of Pediatric Nephrology, İstanbul, Türkiye
| | - Ahmet Arman
- Marmara University Faculty of Medicine, Department of Medical Genetics, İstanbul, Türkiye
| | - Pınar Ata
- Marmara University Faculty of Medicine, Department of Medical Genetics, İstanbul, Türkiye
| | - Serap Turan
- Marmara University Faculty of Medicine, Department of Pediatric Endocrinology, İstanbul, Türkiye
| |
Collapse
|
42
|
An Y, Zhao H, He C, Shi L, Su X, Zhang H, Huang Y, Shan Z, Wang M, Du Y, Xie J, Zhao Y, Yang Y, Huang Z, Wan A, Zhao Y, Zhao B. Xiasangju alleviates hepatic insulin resistance in db/db mice via AMPK pathway: Mechanisms and active components study. Int Immunopharmacol 2025; 156:114675. [PMID: 40286785 DOI: 10.1016/j.intimp.2025.114675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2025] [Revised: 03/30/2025] [Accepted: 04/12/2025] [Indexed: 04/29/2025]
Abstract
Type 2 diabetes mellitus (T2DM), one of the prevalent chronic diseases, significantly impacts individuals and society. Xiasangju (XSJ), a herbal tea formulation, has been commonly used in traditional Chinese medicine. Accumulating evidence suggests that XSJ can alleviate metabolic syndrome by regulating glucose and lipid metabolism, lowering liver index and improving glucose tolerance. In the present study, db/db mice were used to examine the effect of XSJ on treating T2DM, and Western blotting was performed to explore the underlying anti-T2DM pharmacological mechanisms. With AMP-activated protein kinase (AMPK) chosen as the target protein, surface plasmon resonance (SPR)-LC-MS technology was used to identify potential active ingredients of XSJ. To further explore the role of potential active ingredients of XSJ, their effects were investigated in insulin resistance (IR)-HepG2 cells. Our results demonstrate that in diabetic db/db mice, XSJ activated the AMPK pathway, which regulated hepatic glucose metabolism and inhibited oxidative stress caused by hepatic NADPH oxidase 4 (NOX4), thereby ameliorating hepatic IR. By means of SPR-LC-MS experiments, 4-Methylesculetin was identified as an important active ingredient in XSJ. Subsequently, to further elucidate the effects of this ingredient, in IR-HepG2 cells, 4-Methylesculetin was found to mitigate oxidative stress, enhance glucose consumption, and promote glycogen synthesis. This study demonstrated that XSJ improved T2DM and mitigated oxidative stress by activating the AMPK pathway. Specifically, 4-Methylesculetin emerged as a promising therapeutic agent for T2DM.
Collapse
Affiliation(s)
- Yongcheng An
- Department of Pharmacology, School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China
| | - Hongbin Zhao
- Department of Oncology and Hematology, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100700, China
| | - Changhao He
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou, Zhejiang 310053, China
| | - Lu Shi
- Central Laboratories, Qingdao Municipal Hospital, University of Health and Rehabilitation Sciences, Qingdao 266001, China
| | - Xiaohua Su
- Guangzhou Baiyunshan Xingqun Pharmaceutical Co., Ltd., Guangzhou 510288, China
| | - Huilin Zhang
- Department of Pharmacology, School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China
| | - Yan Huang
- School of Life Sciences, Beijing University of Chinese Medicine, Beijing 102488, China
| | - Ziyi Shan
- School of Life Sciences, Beijing University of Chinese Medicine, Beijing 102488, China
| | - Menglu Wang
- Department of Pharmacology, School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China
| | - Yuhang Du
- Department of Pharmacology, School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China
| | - Jiamei Xie
- Department of Pharmacology, School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China
| | - Yige Zhao
- Department of Pharmacology, School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China
| | - Yang Yang
- Department of Pharmacology, School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China
| | - Zhiyun Huang
- Guangzhou Baiyunshan Xingqun Pharmaceutical Co., Ltd., Guangzhou 510288, China
| | - Anfeng Wan
- Guangzhou Baiyunshan Xingqun Pharmaceutical Co., Ltd., Guangzhou 510288, China
| | - Ying Zhao
- Third Affiliated Hospital, Beijing University of Chinese Medicine, Beijing 100029, China.
| | - Baosheng Zhao
- Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing 100029, China.
| |
Collapse
|
43
|
Shen X, Wang C, Alimujiang A, Zhang C, Zou S, Liu L. The relationship of methylation and mRNA expression profile of AUTS2 with suicidal ideation in adolescents with bipolar depression. BMC Psychiatry 2025; 25:543. [PMID: 40419990 PMCID: PMC12105385 DOI: 10.1186/s12888-025-06927-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Accepted: 04/30/2025] [Indexed: 05/28/2025] Open
Abstract
OBJECTIVE This study aims to explore the correlation between the methylation levels of the AUTS2 gene and suicidal ideation in adolescents with bipolar depression, and investigate the mediating effect of AUTS2 mRNA expression levels. METHODS A total of 73 adolescents diagnosed with bipolar depression were recruited for the evaluation of suicidal ideation using the Suicidal Ideation Attributes Scale (SIOSS) and were categorized into two groups (with or without suicidal ideation). The methylation and mRNA expression levels of the AUTS2 gene were detected through pyrophosphate sequencing and quantitative reverse transcription polymerase chain reaction (qRT-PCR) respectively, and were analyzed for the association with suicidal ideation by group comparison, correlation analyses and mediation analyses. RESULTS Among 17 methylation sites identified, the methylation levels at the CpG14.15.16 loci were elevated in the group with suicidal ideation compared to those without such thoughts. The mRNA expression level of AUTS2 was also found be higher in the group with suicidal ideation. Quantitative analyses indicated significant correlation between the methylation level and suicidal ideation, between the methylation level of CpG14.15.16 loci and AUTS2 expression, and between its expression level and suicidal ideation. Further mediation analyses indicated that the AUTS2 mRNA expression levels mediated the relationship between the methylation levels at CpG14.15.16 and suicidal ideation, accounting for 30% of the observed effect. CONCLUSION The elevated methylation level of CpG14.15.16 of the AUTS2 gene might be involved in the pathophysiology of suicide ideation in adolescents with bipolar depression, which might be mediated by the mRNA expression of AUTS2.
Collapse
Affiliation(s)
- Xiaoqin Shen
- Department of Clinical Psychology, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, 830001, China
| | - Chengji Wang
- Graduate School, Xinjiang Medical University, Urumqi, 830011, China
| | | | - Cheng Zhang
- Department of Clinical Psychology, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, 830001, China
| | - Shaohong Zou
- Department of Clinical Psychology, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, 830001, China.
| | - Lu Liu
- Peking university sixth hospital/Institute of Mental Health, National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.
- Key Laboratory of Mental Health, Ministry of Health (Peking University), Beijing, 100191, China.
| |
Collapse
|
44
|
Krushkal J, Jensen TL, Wright G, Zhao Y. Allelic expression patterns of imprinted and non-imprinted genes in cancer cell lines from multiple histologies. Clin Epigenetics 2025; 17:83. [PMID: 40414875 DOI: 10.1186/s13148-025-01883-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Accepted: 04/11/2025] [Indexed: 05/27/2025] Open
Abstract
BACKGROUND Imprinted genes are epigenetically regulated in normal tissues to follow monoallelic expression according to the parent of origin of each allele. Some of these patterns are dysregulated in cancer. RESULTS We developed a novel computational multi-omic pipeline to evaluate monoallelic and biallelic expression patterns based on matched RNA-seq expression data, whole-exome sequencing information, and copy number data. We analyzed allelic expression of the entire genes, individual isoforms, and each exon of 59,283 autosomal protein-coding and ncRNA genes, with a focus on 94 genes previously reported to be imprinted. We analyzed 108 cell lines from 9 different tumor histologies using molecular data from the DepMap Portal for the Cancer Cell Line Encyclopedia. Allelic expression patterns of imprinted genes and isoforms in tumor cells were variable. We also identified additional genes and isoforms with predominantly monoallelic expression due to a variety of potential mechanisms. We provide a novel public dataset of transcriptome-wide allelic expression patterns in cell lines from diverse tumor categories, which can serve as a resource for future cancer studies. We examined associations of in vitro cell line response to antitumor agents and repurposed drugs with allelic patterns and overall levels of isoform expression of imprinted genes and of additional genes with predominantly monoallelic expression. Drug response was associated with isoform expression patterns of multiple imprinted genes including CPA4, DGCR6, DNMT1, GNAS, GRB10, H19, NAA60, OSBPL5, PHACTR2, and ZFAT, predominantly monoallelically expressed MAP2K5 and BCLAF1, and additional predominantly monoallelically expressed genes. Multiple associations may be related to mechanisms of drug activity, including associations between the response to the DNA damaging agents and allelic expression of ZFAT, CDC27, and BCLAF1 isoforms, and the response to inhibitors of multiple signaling pathways with expression patterns of GNAS isoforms. CONCLUSIONS Tumor cells have a range of monoallelic and biallelic expression patterns in both imprinted and non-imprinted genes and are likely affected by the complex interplay among changes in allelic expression, sequence variants, copy number changes, and expression changes of biologically important genes. Multiple isoform-specific patterns of allelic expression were associated with drug response, indicating complex mechanisms of cancer chemoresistance.
Collapse
Affiliation(s)
- Julia Krushkal
- Division of Cancer Treatment and Diagnosis, Biometric Research Program, National Cancer Institute, 9609 Medical Center Dr., Rockville, MD, 20850, USA.
| | | | - George Wright
- Division of Cancer Treatment and Diagnosis, Biometric Research Program, National Cancer Institute, 9609 Medical Center Dr., Rockville, MD, 20850, USA
| | - Yingdong Zhao
- Division of Cancer Treatment and Diagnosis, Biometric Research Program, National Cancer Institute, 9609 Medical Center Dr., Rockville, MD, 20850, USA
| |
Collapse
|
45
|
Pagliarini M, Guidi L, Ciacci C, Saltarelli R, Orciani M, Martino M, Albertini MC, Arnaldi G, Ambrogini P. Circulating Neuronal Exosome Cargo as Biomarkers of Neuroplasticity in Cushing's Syndrome. Mol Neurobiol 2025:10.1007/s12035-025-05069-z. [PMID: 40413304 DOI: 10.1007/s12035-025-05069-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Accepted: 05/12/2025] [Indexed: 05/27/2025]
Abstract
The hippocampus is the main target of glucocorticoids (GCs) in the brain since it contains the greatest concentration of the specific receptors. GCs are among the factors modulating adult hippocampal neurogenesis (AHN), which occurs in mammalians, including humans. Prolonged exposure to high GC levels triggers AHN impairment and induces affective and cognitive deficits, consistently with hippocampal neurogenesis functions. Cushing's syndrome (CS) is a rare endocrine disorder characterized by persistently elevated GC levels, namely, cortisol, that also results in affective disorders and impairment of hippocampus-associated memory, suggesting a disruption of hippocampal neurogenesis. Players of adult neurogenesis process, such as Neural Stem/Progenitor Cells and differentiating neuronal cells, release exosomes able to cross brain blood barrier, reaching the peripheral blood. MicroRNAs are known to be selectively enriched in neuronal exosomes and to play a crucial role in adult neurogenesis regulation. The main question addressed in this exploratory study was whether neuroplasticity-related microRNAs (miRNAs), carried by neuronal-derived exosomes in peripheral blood, could reflect alterations in neurogenic processes associated with Cushing's syndrome. Hence, in the present work, we measured the content in selected miRNAs of neuronally derived exosomes in peripheral blood of patients affected by endogenous and active CS and age and sex-matched healthy subjects. The human miRNAs (miR-126, miR-9, miR-223, miR-34a, miR-124a, and miR-146a) were quantified by RT-qPCR. All the miRNAs analyzed were significantly differentially expressed in CS patients as compared to healthy subjects. Our findings support the following: (i) patients with Cushing's syndrome (CS) may exhibit a putative dysregulation of neurogenesis that could underlie the early-onset impairment of affective and cognitive functions; (ii) the exosomal cargo may represent a potential biomarker for monitoring functional and dysfunctional neuroplasticity processes in adult humans. Additional studies are needed to confirm and expand upon the findings across a wider cohort of patients.
Collapse
Affiliation(s)
- Marica Pagliarini
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029, Urbino, Italy
- Department of Neurology, Ulm University, 89081, Ulm, Germany
| | - Loretta Guidi
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029, Urbino, Italy
| | - Caterina Ciacci
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029, Urbino, Italy
| | - Roberta Saltarelli
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029, Urbino, Italy
| | - Monia Orciani
- Department of Clinical and Molecular Sciences-Histology, School of Medicine, University "Politecnica Delle Marche", 60126, Ancona, Italy
| | - Marianna Martino
- Department of Clinical and Molecular Sciences-Division of Endocrinology and Metabolic Diseases, (DISCLIMO), University "Politecnica Delle Marche", 60126, Ancona, Italy
| | | | - Giorgio Arnaldi
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties "G. D'Alessandro" (PROMISE), University of Palermo, 90127, Palermo, Italy
| | - Patrizia Ambrogini
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, 61029, Urbino, Italy.
| |
Collapse
|
46
|
Ansari S, Maurya VK, Kumar S, Tiwari M, Abdel-Moneime AS, Saxena SK. Neuroprotective effects of Centella asiatica against LPS/amyloid beta-induced neurodegeneration through inhibition of neuroinflammation. Neuroscience 2025; 575:19-35. [PMID: 40204151 DOI: 10.1016/j.neuroscience.2025.04.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2025] [Revised: 03/27/2025] [Accepted: 04/05/2025] [Indexed: 04/11/2025]
Abstract
Protein aggregation and microglia-mediated neuroinflammation are the major contributors to the progression of neurodegeneration. Currently, available drugs for neurodegenerative diseases have limited efficacy and are associated with several side effects; suggesting a need to discover novel therapeutic agents. Therefore, we aim to evaluate the neuroprotective effects of C. asiatica against amyloid beta (Aβ) and lipopolysaccharides (LPS)-induced neurodegeneration using human microglia and neuronal cell-based models. To identify potential molecular targets of C. asiatica, network pharmacology-based approaches were used along with molecular docking, followed by experimental validation via indirect ELISA, Western blotting, and indirect immunofluorescence assays. Our results from network pharmacology, molecular docking, and cell-based models, exhibited that AKT1, TNF-α, STAT3, CASP3, PTGS2, MAPK1, APP, and NF-κB are the potential molecular targets of C. asiatica. Further, we have found that C. asiatica treatment reduces LPS/Aβ-induced cell death, NO production, and LDH release in microglia and neuronal cells. The anti-neuroinflammatory effect of C. asiatica was further observed via the reduction of LPS, Aβ, and LPS+Aβ-induced neuroinflammatory markers; TNF-α, IL6, IL-1β, AKT1, INOS, NF-κB, MAPK3, and PTGS2 in microglia cells. Moreover, neurodegenerative and apoptotic markers; APP, α-syn, P-tau STAT3, and CASP3 were reduced upon C. asiatica treatment in neuronal cells, suggesting its neuroprotective properties. For the first time, we have shown the neuroprotective effects of C. asiatica against LPS, Aβ, and LPS+Aβ -induced neurodegeneration via inhibition of neuroinflammation and neurodegenerative markers. The outcomes of the study suggested that C. asiatica could be a promising candidate for neuroinflammation-mediated neurodegenerative diseases like Parkinson's and Alzheimer's.
Collapse
Affiliation(s)
- Saniya Ansari
- Centre for Advanced Research (CFAR), Faculty of Medicine, King George's Medical University (KGMU), Lucknow 226003, India; TheWorld Society for Virology (WSV), MA 01060, USA
| | - Vimal K Maurya
- Centre for Advanced Research (CFAR), Faculty of Medicine, King George's Medical University (KGMU), Lucknow 226003, India; TheWorld Society for Virology (WSV), MA 01060, USA
| | - Swatantra Kumar
- Centre for Advanced Research (CFAR), Faculty of Medicine, King George's Medical University (KGMU), Lucknow 226003, India; TheWorld Society for Virology (WSV), MA 01060, USA
| | - Mohan Tiwari
- CSIR-National Botanical Research Institute, Lucknow 226001, India
| | | | - Shailendra K Saxena
- Centre for Advanced Research (CFAR), Faculty of Medicine, King George's Medical University (KGMU), Lucknow 226003, India; TheWorld Society for Virology (WSV), MA 01060, USA.
| |
Collapse
|
47
|
Sharma S, Hassan MY, Barbhuiya NH, Mansukhbhai RH, Shukla C, Singh D, Datta B. A Dataset Curated for the Assessment of G4s in the LncRNAs Dysregulated in Various Human Cancers. Sci Data 2025; 12:849. [PMID: 40410205 PMCID: PMC12102360 DOI: 10.1038/s41597-025-05176-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Accepted: 05/09/2025] [Indexed: 05/25/2025] Open
Abstract
Dysregulated expression of long non-coding RNAs (lncRNAs) in cancer contributes to various hallmarks of the disease, presenting novel opportunities for diagnosis and therapy. G-quadruplexes (G4s) within lncRNAs have gained attention recently; however, their systematic evaluation in cancer biology is yet to be performed. In this work, we have formulated a comprehensive dataset integrating experimentally-validated associations between lncRNAs and cancer, and detailed predictions of their G4-forming potential. The dataset categorizes predicted G4-motifs into anticipated G4 types (2 G, 3 G, and 4 G) and provides information about the subcellular localization of the corresponding lncRNAs. It describes lncRNA-RNA and lncRNA-protein interactions, together with the RNA G4-binding capabilities of these proteins. The dataset facilitates the investigation of G4-mediated lncRNA functions in diverse human cancers and provides distinctive leads about G4-mediated lncRNA-protein interactions.
Collapse
Affiliation(s)
- Shubham Sharma
- Department of Biological Sciences and Engineering, Indian Institute of Technology Gandhinagar, Gandhinagar, Gujarat, 382055, India
| | - Muhammad Yusuf Hassan
- Department of Electrical Engineering, Indian Institute of Technology Gandhinagar, Gandhinagar, Gujarat, 382055, India
- Department of Computer Science and Engineering, Indian Institute of Technology Gandhinagar, Gandhinagar, Gujarat, 382055, India
| | - Noman Hanif Barbhuiya
- Department of Physics, Indian Institute of Technology Gandhinagar, Gandhinagar, Gujarat, 382055, India
| | - Ramolia Harshit Mansukhbhai
- Department of Electrical Engineering, Indian Institute of Technology Gandhinagar, Gandhinagar, Gujarat, 382055, India
- Department of Computer Science and Engineering, Indian Institute of Technology Gandhinagar, Gandhinagar, Gujarat, 382055, India
| | - Chinmayee Shukla
- Department of Biological Sciences and Engineering, Indian Institute of Technology Gandhinagar, Gandhinagar, Gujarat, 382055, India
| | - Deepshikha Singh
- Department of Biological Sciences and Engineering, Indian Institute of Technology Gandhinagar, Gandhinagar, Gujarat, 382055, India
| | - Bhaskar Datta
- Department of Biological Sciences and Engineering, Indian Institute of Technology Gandhinagar, Gandhinagar, Gujarat, 382055, India.
- Department of Chemistry, Indian Institute of Technology Gandhinagar, Gandhinagar, Gujarat, 382055, India.
| |
Collapse
|
48
|
Renz A, Hohner M, Jami R, Breitenbach M, Josephs-Spaulding J, Dürrwald J, Best L, Dulière V, Mialon C, Bader SM, Marinos G, Leonidou N, Cabreiro F, Pellegrini M, Doerflinger M, Rosa-Calatrava M, Pizzorno A, Dräger A, Schindler M, Kaleta C. Metabolic modeling elucidates phenformin and atpenin A5 as broad-spectrum antiviral drugs against RNA viruses. Commun Biol 2025; 8:791. [PMID: 40410544 PMCID: PMC12102274 DOI: 10.1038/s42003-025-08148-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 04/30/2025] [Indexed: 05/25/2025] Open
Abstract
The SARS-CoV-2 pandemic has reemphasized the urgent need for broad-spectrum antiviral therapies. We developed a computational workflow using scRNA-Seq data to assess cellular metabolism during viral infection. With this workflow we predicted the capacity of cells to sustain SARS-CoV-2 virion production in patients and found a tissue-wide induction of metabolic pathways that support viral replication. Expanding our analysis to influenza A and dengue viruses, we identified metabolic targets and inhibitors for potential broad-spectrum antiviral treatment. These targets were highly enriched for known interaction partners of all analyzed viruses. Indeed, phenformin, an NADH:ubiquinone oxidoreductase inhibitor, suppressed SARS-CoV-2 and dengue virus replication. Atpenin A5, blocking succinate dehydrogenase, inhibited SARS-CoV-2, dengue virus, respiratory syncytial virus, and influenza A virus with high selectivity indices. In vivo, phenformin showed antiviral activity against SARS-CoV-2 in a Syrian hamster model. Our work establishes host metabolism as druggable for broad-spectrum antiviral strategies, providing invaluable tools for pandemic preparedness.
Collapse
Affiliation(s)
- Alina Renz
- Computational Systems Biology of Infections and Antimicrobial-Resistant Pathogens, Institute for Bioinformatics and Medical Informatics (IBMI), Eberhard Karl University of Tübingen, Tübingen, Germany
| | - Mirjam Hohner
- Institute for Medical Virology and Epidemiology of Viral Diseases, University Hospital Tübingen, Tübingen, Germany
- German Center for Infection Research (DZIF), partner site, Tübingen, Germany
| | - Raphaël Jami
- Institute for Medical Virology and Epidemiology of Viral Diseases, University Hospital Tübingen, Tübingen, Germany
- German Center for Infection Research (DZIF), partner site, Tübingen, Germany
| | - Maximilian Breitenbach
- Institute for Medical Virology and Epidemiology of Viral Diseases, University Hospital Tübingen, Tübingen, Germany
- German Center for Infection Research (DZIF), partner site, Tübingen, Germany
| | - Jonathan Josephs-Spaulding
- Research Group Medical Systems Biology, Institute of Experimental Medicine, Christian-Albrechts-University Kiel & University Hospital Schleswig Holstein, Kiel, Germany
- Wolfson Wohl Cancer Research Centre, School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Johanna Dürrwald
- Institute for Medical Virology and Epidemiology of Viral Diseases, University Hospital Tübingen, Tübingen, Germany
| | - Lena Best
- Research Group Medical Systems Biology, Institute of Experimental Medicine, Christian-Albrechts-University Kiel & University Hospital Schleswig Holstein, Kiel, Germany
| | - Victoria Dulière
- CIRI, Centre International de Recherche en Infectiologie (Team VirPath), Université de Lyon, INSERM U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
- VirNext, Faculté de Médecine RTH Laennec, Université Claude Bernard Lyon 1, Université de Lyon, Lyon, France
- International Research Laboratory RESPIVIR France-Canada, Centre Hospitalier Universitaire de Québec - Université Laval, Québec, Canada, Centre International de Recherche en Infectiologie, Faculté de Médecine RTH Laennec, Université Claude Bernard Lyon 1, Université de Lyon, INSERM, CNRS, ENS de Lyon, Lyon, France
| | - Chloé Mialon
- CIRI, Centre International de Recherche en Infectiologie (Team VirPath), Université de Lyon, INSERM U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
- VirNext, Faculté de Médecine RTH Laennec, Université Claude Bernard Lyon 1, Université de Lyon, Lyon, France
- International Research Laboratory RESPIVIR France-Canada, Centre Hospitalier Universitaire de Québec - Université Laval, Québec, Canada, Centre International de Recherche en Infectiologie, Faculté de Médecine RTH Laennec, Université Claude Bernard Lyon 1, Université de Lyon, INSERM, CNRS, ENS de Lyon, Lyon, France
| | - Stefanie M Bader
- Division of Infectious Diseases and Immune Defense, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia
| | - Georgios Marinos
- Research Group Medical Systems Biology, Institute of Experimental Medicine, Christian-Albrechts-University Kiel & University Hospital Schleswig Holstein, Kiel, Germany
| | - Nantia Leonidou
- Computational Systems Biology of Infections and Antimicrobial-Resistant Pathogens, Institute for Bioinformatics and Medical Informatics (IBMI), Eberhard Karl University of Tübingen, Tübingen, Germany
- German Center for Infection Research (DZIF), partner site, Tübingen, Germany
- Department of Computer Science, Eberhard Karl University of Tübingen, Tübingen, Germany
- Cluster of Excellence 'Controlling Microbes to Fight Infections', Eberhard Karl University of Tübingen, Tübingen, Germany
| | - Filipe Cabreiro
- Cologne Excellence Cluster for Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany
| | - Marc Pellegrini
- Division of Infectious Diseases and Immune Defense, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia
| | - Marcel Doerflinger
- Division of Infectious Diseases and Immune Defense, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia
| | - Manuel Rosa-Calatrava
- CIRI, Centre International de Recherche en Infectiologie (Team VirPath), Université de Lyon, INSERM U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
- VirNext, Faculté de Médecine RTH Laennec, Université Claude Bernard Lyon 1, Université de Lyon, Lyon, France
- International Research Laboratory RESPIVIR France-Canada, Centre Hospitalier Universitaire de Québec - Université Laval, Québec, Canada, Centre International de Recherche en Infectiologie, Faculté de Médecine RTH Laennec, Université Claude Bernard Lyon 1, Université de Lyon, INSERM, CNRS, ENS de Lyon, Lyon, France
| | - Andrés Pizzorno
- CIRI, Centre International de Recherche en Infectiologie (Team VirPath), Université de Lyon, INSERM U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
- VirNext, Faculté de Médecine RTH Laennec, Université Claude Bernard Lyon 1, Université de Lyon, Lyon, France
- International Research Laboratory RESPIVIR France-Canada, Centre Hospitalier Universitaire de Québec - Université Laval, Québec, Canada, Centre International de Recherche en Infectiologie, Faculté de Médecine RTH Laennec, Université Claude Bernard Lyon 1, Université de Lyon, INSERM, CNRS, ENS de Lyon, Lyon, France
| | - Andreas Dräger
- Computational Systems Biology of Infections and Antimicrobial-Resistant Pathogens, Institute for Bioinformatics and Medical Informatics (IBMI), Eberhard Karl University of Tübingen, Tübingen, Germany.
- German Center for Infection Research (DZIF), partner site, Tübingen, Germany.
- Data Analytics and Bioinformatics Research Group, Institute of Computer Science, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany.
| | - Michael Schindler
- Institute for Medical Virology and Epidemiology of Viral Diseases, University Hospital Tübingen, Tübingen, Germany.
- German Center for Infection Research (DZIF), partner site, Tübingen, Germany.
| | - Christoph Kaleta
- Research Group Medical Systems Biology, Institute of Experimental Medicine, Christian-Albrechts-University Kiel & University Hospital Schleswig Holstein, Kiel, Germany.
| |
Collapse
|
49
|
Nieto-Jiménez C, Garcia-Lorenzo E, Diaz-Tejeiro C, Paniagua-Herranz L, Sanvicente A, Doger B, Moreno I, Pedregal M, Bartolomé J, Manzano A, Munkácsy G, Győrffy B, Pérez-Segura P, Calvo E, Moreno V, Ocana A. In silico evaluation of the immunogenic profile of lung cancers with SMARCA4 genetic alterations. Sci Rep 2025; 15:17832. [PMID: 40404793 PMCID: PMC12098669 DOI: 10.1038/s41598-025-02494-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 05/13/2025] [Indexed: 05/24/2025] Open
Abstract
Genomic alterations in tumor cells can influence immune response, as has been demonstrated in several tumor types. For instance, mutations in certain genes like EGFR or B-RAF are associated with a particular immune phenotype. Non-small cell lung cancer (NSCLC) is one of the most immunogenic tumors, but certain genomic alterations can modulate and influence immune response. In the present work, we explore the transcriptomic landscape and immunologic profile of NSCLC with molecular alterations in SMARCA4. Using the TCGA repository we exploited their analysis with R and other available packages. cBioPortal was used to explore and analyze the mutational profile present in those tumors The prognostic value of identified genes in patients treated with immunotherapy was evaluated using the KMplotter online tool, and for correlations with immune populations TIMER 2.0 was interrogated. In lung adenocarcinoma (LUAD) and squamous cell carcinoma (LUSC) disruptive mutations in SMARCA4 were presented in 8%, and 4% of the cases, respectively. Gene deletions were observed in 1% of the population. The transcriptomic profile in LUAD and LUSC with deletions or disruptive mutations was explored. Interrogating TCGA using a 2.5 gene expression fold change (FC) we observed five genes commonly upregulated, and thirty-one genes commonly decreased when SMARCA4 was mutated or CNV loss was present. Enriched biological functions for downregulated genes included "Antigen processing and presentation, endogenous lipid antigen via MHC class Ib. Expression of CD1A, CD1C, CD1E, CX3CR1, and MYO1G showed a strong positive correlation with dendritic cells (DC) and dendritic cells resting (DCR). The increased expression of gene signatures formed by these transcripts resulted in a better prognosis in a set of patients with different tumors treated with anti-PD1 therapies, including 21 non-small cell lung cancers. We evaluated genomic alterations and transcriptomic patterns of SMARCA4 alterations in NSCLC tumors, identifying a relevant immunologic downregulated gene set linked with antigen presentation that predicts response to anti-PD1 therapies.
Collapse
Affiliation(s)
- Cristina Nieto-Jiménez
- Experimental Therapeutics Unit, Hospital Clínico San Carlos (HCSC) Instituto de Investigación Sanitaria San Carlos (IdISSC), Madrid, Spain
| | | | - Cristina Diaz-Tejeiro
- Experimental Therapeutics Unit, Hospital Clínico San Carlos (HCSC) Instituto de Investigación Sanitaria San Carlos (IdISSC), Madrid, Spain
| | - Lucía Paniagua-Herranz
- Experimental Therapeutics Unit, Hospital Clínico San Carlos (HCSC) Instituto de Investigación Sanitaria San Carlos (IdISSC), Madrid, Spain
| | - Adrián Sanvicente
- Experimental Therapeutics Unit, Hospital Clínico San Carlos (HCSC) Instituto de Investigación Sanitaria San Carlos (IdISSC), Madrid, Spain
- Facultad Ciencias Químicas, Universidad Complutense, Madrid, Spain
| | - Bernard Doger
- START Madrid-FJD, Hospital Fundación Jiménez Díaz, Madrid, Spain
| | - Irene Moreno
- START Madrid-CIOCC, Centro Integral Oncológico Clara Campal, Madrid, Spain
| | - Manuel Pedregal
- START Madrid-FJD, Hospital Fundación Jiménez Díaz, Madrid, Spain
| | | | | | - Gyöngyi Munkácsy
- Department of Bioinformatics, Semmelweis University, Tűzoltó U. 7-9, Budapest, 1094, Hungary
- Research Centre for Natural Sciences, Hungarian Research Network, Magyar Tudosok Korutja 2, Budapest, 1117, Hungary
| | - Balázs Győrffy
- Department of Bioinformatics, Semmelweis University, Tűzoltó U. 7-9, Budapest, 1094, Hungary
- Research Centre for Natural Sciences, Hungarian Research Network, Magyar Tudosok Korutja 2, Budapest, 1117, Hungary
- Department of Biophysics, Medical School, University of Pecs, Pecs, 7624, Hungary
| | | | - Emiliano Calvo
- START Madrid-CIOCC, Centro Integral Oncológico Clara Campal, Madrid, Spain
| | - Victor Moreno
- START Madrid-FJD, Hospital Fundación Jiménez Díaz, Madrid, Spain
| | - Alberto Ocana
- Experimental Therapeutics Unit, Hospital Clínico San Carlos (HCSC) Instituto de Investigación Sanitaria San Carlos (IdISSC), Madrid, Spain.
- START Madrid-FJD, Hospital Fundación Jiménez Díaz, Madrid, Spain.
- San Carlos Clinical Hospital, Oncology, Madrid, Spain.
- Breast Cancer, Centro de Investigación Biomédica en Red en Oncología (CIBERONC), Madrid, Spain.
| |
Collapse
|
50
|
Xia J, Bajpai AK, Liu Y, Yu L, Dong Y, Li F, Chen F, Lu L, Feng S. Systems Genetics Reveals the Gene Regulatory Mechanisms of Arrb2 in the Development of Autism Spectrum Disorders. Genes (Basel) 2025; 16:605. [PMID: 40428426 PMCID: PMC12111057 DOI: 10.3390/genes16050605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2025] [Revised: 05/06/2025] [Accepted: 05/17/2025] [Indexed: 05/29/2025] Open
Abstract
BACKGROUND Autism spectrum disorder (ASD) involves complex interactions between genetic and environmental factors. Recent studies suggest that dysregulation of β-arrestin2 (Arrb2) in the central nervous system is linked to ASD. However, its specific mechanisms remain unknown. METHODS This study employs a systems genetics approach to comprehensively investigate Arrb2 in multiple brain tissues, including the amygdala, cerebellum, hippocampus, and prefrontal cortex, using BXD recombinant inbred (RI) strains. In addition, genetic variance analysis, correlation analysis, expression quantitative trait loci (eQTL) mapping, and functional annotation were used to identify the key downstream targets of Arrb2, validated by quantitative reverse transcription polymerase chain reaction (qRT-PCR) and Western blotting (WB). RESULTS Arrb2 exhibited expression variations across the four brain regions in BXD mice. eQTL mapping revealed that Arrb2 is cis-regulated, and increased Arrb2 expression levels were significantly correlated with ASD-like symptoms, such as impaired social interactions and abnormal learning and memory. Furthermore, protein-protein interaction (PPI) network analysis, tissue correlation, functional relevance to autism, and differential expression identified eight downstream candidate genes regulated by Arrb2. The experimental results demonstrated that deletion of Arrb2 led to the downregulation of Myh9, Dnmt1, and Brd4 expression, along with protein kinase A (PKA)-induced hyperactivation of Synapsin I. These findings suggest that Arrb2 may contribute to the pathogenesis of autism by modulating the expression of these genes. CONCLUSIONS This study highlights the role of Arrb2 in ASD pathogenesis and identifies Myh9, Dnmt1, and Brd4 as key downstream regulators. These findings provide new insights into the molecular mechanisms of ASD and pave the way for novel therapeutic targets.
Collapse
Affiliation(s)
- Junyu Xia
- School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Akhilesh K. Bajpai
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, TN 38103, USA
| | - Yamei Liu
- School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Lele Yu
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai 200444, China
| | - Yating Dong
- School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Feng Li
- Department of Laboratory Animal Science, Shanghai Public Health Clinical Center, Fudan University, Shanghai 201508, China
| | - Fuxue Chen
- School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Lu Lu
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, TN 38103, USA
| | - Shini Feng
- School of Life Sciences, Shanghai University, Shanghai 200444, China
| |
Collapse
|