1
|
Wu L, Sun J, Wang L, Chen Z, Guan Z, Du L, Qu R, Liu C, Shao Y, Hua Y. Whole-transcriptome sequencing in neural and non-neural tissues of a mouse model identifies miR-34a as a key regulator in SMA pathogenesis. MOLECULAR THERAPY. NUCLEIC ACIDS 2025; 36:102490. [PMID: 40125274 PMCID: PMC11930137 DOI: 10.1016/j.omtn.2025.102490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 02/17/2025] [Indexed: 03/25/2025]
Abstract
Spinal muscular atrophy (SMA) is a severe neurodegenerative disorder caused by deficiency of survival of motor neuron (SMN). While significant progress has been made in SMA therapy by rescuing SMN expression, limited knowledge about SMN downstream genes has hindered the development of alternative therapies. Here, we conducted whole-transcriptome sequencing of spinal cord, heart, and liver tissues of a severe SMA mouse model at early postnatal ages to explore critical coding and non-coding RNAs (ncRNAs). A large number of differentially expressed RNAs (DE-RNAs) were obtained, including 2,771 mRNAs, 382 microRNAs (miRNAs), 1,633 long ncRNAs, and 1,519 circular RNAs. Through in-depth data mining, we unveiled deregulation of miR-34a in all tissues. Analysis of competitive endogenous RNA networks of DE-RNAs identified multiple novel targets of miR-34a including Spag5 mRNA, lncRNA00138536, and circRNA007386. Further in vitro studies using mouse myoblast and human cardiomyocyte cell lines showed that knockdown of SMN upregulated miR-34a-5p and overexpression of miR-34a-5p alone disrupted cell-cycle progression through regulating its targets, recapitulating gene expression patterns observed in cardiac tissue of SMA mice. Our results identified a critical miRNA involved in SMA pathology, which sheds insights into the molecular basis of widespread tissue abnormalities observed in severe forms of SMA.
Collapse
Affiliation(s)
- Liucheng Wu
- Department of Neurology and Suzhou Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China
- Laboratory Animal Center, Nantong University, Nantong 226001, China
- Institute of Neuroscience, Soochow University, 199 Renai Road, Suzhou, Jiangsu 215123, China
| | - Junjie Sun
- Key Laboratory of Neuroregeneration of Jiangsu and Ministry of Education, Co-Innovation Center of Neuroregeneration, Nantong University, Nantong 226001, China
| | - Li Wang
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing 210023, China
| | - Zhiheng Chen
- Laboratory Animal Center, Nantong University, Nantong 226001, China
| | - Zeyuan Guan
- Department of Neurology and Suzhou Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China
- Institute of Neuroscience, Soochow University, 199 Renai Road, Suzhou, Jiangsu 215123, China
| | - Lili Du
- Laboratory Animal Center, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China
| | - Ruobing Qu
- Department of Neurology and Suzhou Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China
- Institute of Neuroscience, Soochow University, 199 Renai Road, Suzhou, Jiangsu 215123, China
| | - Chun Liu
- Laboratory Animal Center, Nantong University, Nantong 226001, China
| | - Yixiang Shao
- Laboratory Animal Center, Nantong University, Nantong 226001, China
| | - Yimin Hua
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing 210023, China
| |
Collapse
|
2
|
Hatzimanolis O, Sykes AM, Cristino AS. Circular RNAs in neurological conditions - computational identification, functional validation, and potential clinical applications. Mol Psychiatry 2025; 30:1652-1675. [PMID: 39966624 PMCID: PMC11919710 DOI: 10.1038/s41380-025-02925-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Revised: 01/11/2025] [Accepted: 02/10/2025] [Indexed: 02/20/2025]
Abstract
Non-coding RNAs (ncRNAs) have gained significant attention in recent years due to advancements in biotechnology, particularly high-throughput total RNA sequencing. These developments have led to new understandings of non-coding biology, revealing that approximately 80% of non-coding regions in the genome possesses biochemical functionality. Among ncRNAs, circular RNAs (circRNAs), first identified in 1976, have emerged as a prominent research field. CircRNAs are abundant in most human cell types, evolutionary conserved, highly stable, and formed by back-splicing events which generate covalently closed ends. Notably, circRNAs exhibit high expression levels in neural tissue and perform diverse biochemical functions, including acting as molecular sponges for microRNAs, interacting with RNA-binding proteins to regulate their availability and activity, modulating transcription and splicing, and even translating into functional peptides in some cases. Recent advancements in computational and experimental methods have enhanced our ability to identify and validate circRNAs, providing valuable insights into their biological roles. This review focuses on recent developments in circRNA research as they related to neuropsychiatric and neurodegenerative conditions. We also explore their potential applications in clinical diagnostics, therapeutics, and future research directions. CircRNAs remain a relatively underexplored area of non-coding biology, particularly in the context of neurological disorders. However, emerging evidence supports their role as critical players in the etiology and molecular mechanisms of conditions such as schizophrenia, bipolar disorder, major depressive disorder, Alzheimer's disease, and Parkinson's disease. These findings suggest that circRNAs may provide a novel framework contributing to the molecular dysfunctions underpinning these complex neurological conditions.
Collapse
Affiliation(s)
- Oak Hatzimanolis
- Institute for Biomedicine and Glycomics, Griffith University, Brisbane, QLD, Australia
| | - Alex M Sykes
- Institute for Biomedicine and Glycomics, Griffith University, Brisbane, QLD, Australia
| | - Alexandre S Cristino
- Institute for Biomedicine and Glycomics, Griffith University, Brisbane, QLD, Australia.
| |
Collapse
|
3
|
Toor SM, Aldous EK, Parray A, Akhtar N, Al-Sarraj Y, Arredouani A, Pir GJ, Pananchikkal SV, El-Agnaf O, Shuaib A, Alajez NM, Albagha OM. Circulating PIWI-interacting RNAs in Acute Ischemic Stroke patients. Noncoding RNA Res 2025; 11:294-302. [PMID: 39926617 PMCID: PMC11802372 DOI: 10.1016/j.ncrna.2025.01.005] [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: 08/28/2024] [Revised: 01/13/2025] [Accepted: 01/14/2025] [Indexed: 02/11/2025] Open
Abstract
Background Stroke refers to an abrupt neurological deficit, caused by an acute focal injury of the central nervous system via infarction or hemorrhage due to impaired vascularity, and remains among the leading causes of disability and death worldwide. Stroke is often preceded by an episode of neuronal deficit termed transient ischemic attack (TIA), which presents an effective opportunity for mitigating the risk of an eminent acute ischemic stroke (AIS). Circulating non-coding RNAs (ncRNAs) have emerged as important biomarkers for stroke, but PIWI-interacting RNAs (piRNAs), a class of small regulatory ncRNAs, have not been previously explored as diagnostic or prognostic biomarkers for stroke. Methods We conducted comprehensive circulating piRNA profiling of AIS and TIA patients using RNA-seq on serum samples collected within 24 h of clinical diagnosis. The study cohort was divided into discovery and cross-validation datasets to identify replicated piRNAs using stringent analysis cut-offs. The expression levels of the panel of differentially regulated piRNAs between AIS and TIA patients were also compared with healthy controls. Results We identified a panel of 10 differentially regulated piRNAs between AIS and TIA patients; hsa-piR-28272, -piR-32972, -piR-28247, -piR-24553, -piR-24552, -piR-28275, -piR-28707 and -piR-32882 were upregulated, while hsa-piR-23058 and -piR-23136 were downregulated in AIS patients. Moreover, these 10 piRNAs were also differentially expressed in AIS patients compared to healthy controls. In addition, we investigated the potential gene targets of the dysregulated piRNAs and their plausible involvement in pathophysiological processes affected in stroke. Conclusions The imbalances in the circulating piRnome of AIS and TIA patients presented herein provide important insights into the roles of piRNAs following ischemic brain injury and potentially provide opportunities to mitigate stroke-induced mortality and morbidity.
Collapse
Affiliation(s)
- Salman M. Toor
- College of Health and Life Sciences (CHLS), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), P.O. Box 34110, Doha, Qatar
| | - Eman K. Aldous
- College of Health and Life Sciences (CHLS), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), P.O. Box 34110, Doha, Qatar
| | - Aijaz Parray
- The Neuroscience Institute, Academic Health System, Hamad Medical Corporation (HMC), P.O. Box 3050, Doha, Qatar
| | - Naveed Akhtar
- The Neuroscience Institute, Academic Health System, Hamad Medical Corporation (HMC), P.O. Box 3050, Doha, Qatar
- Department of Internal Medicine, University of Manitoba, MB R3A 1R9, Winnipeg, Canada
| | - Yasser Al-Sarraj
- Qatar Genome Program (QGP), Qatar Foundation Research, Development and Innovation, Qatar Foundation (QF), P.O. Box 5825, Doha, Qatar
| | - Abdelilah Arredouani
- College of Health and Life Sciences (CHLS), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), P.O. Box 34110, Doha, Qatar
- Diabetes Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), P.O. Box 34110, Doha, Qatar
| | - Ghulam Jeelani Pir
- The Neuroscience Institute, Academic Health System, Hamad Medical Corporation (HMC), P.O. Box 3050, Doha, Qatar
| | - Sajitha V. Pananchikkal
- The Neuroscience Institute, Academic Health System, Hamad Medical Corporation (HMC), P.O. Box 3050, Doha, Qatar
| | - Omar El-Agnaf
- Neurological Disorders Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), P.O. Box 34110, Doha, Qatar
| | - Ashfaq Shuaib
- Division of Neurology, Department of Medicine, University of Alberta, AB T6G 2R3, Edmonton, Canada
- Department of Neurology, Hamad Medical Corporation (HMC), P.O. Box 5825, Doha, Qatar
| | - Nehad M. Alajez
- College of Health and Life Sciences (CHLS), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), P.O. Box 34110, Doha, Qatar
- Translational Oncology Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), P.O. Box 34110, Doha, Qatar
| | - Omar M.E. Albagha
- College of Health and Life Sciences (CHLS), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), P.O. Box 34110, Doha, Qatar
- Diabetes Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), P.O. Box 34110, Doha, Qatar
- Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, EH4 2XU, Edinburgh, UK
| |
Collapse
|
4
|
Godden AM, Silva WTAF, Kiehl B, Jolly C, Folkes L, Alavioon G, Immler S. Environmentally induced variation in sperm sRNAs is linked to gene expression and transposable elements in zebrafish offspring. Heredity (Edinb) 2025:10.1038/s41437-025-00752-2. [PMID: 40121340 DOI: 10.1038/s41437-025-00752-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Revised: 02/21/2025] [Accepted: 02/21/2025] [Indexed: 03/25/2025] Open
Abstract
Environmental factors affect not only paternal condition but may translate into the following generations where sperm-mediated small RNAs (sRNAs) can contribute to the transmission of paternal effects. sRNAs play a key role in the male germ line in genome maintenance and repair, and particularly in response to environmental stress and the resulting increase in transposable element (TE) activity. Here, we investigated how the social environment (high competition, low competition) of male zebrafish Danio rerio affects sRNAs in sperm and how these are linked to gene expression and TE activity in their offspring. In a first experiment, we collected sperm samples after exposing males to each social environment for 2 weeks to test for differentially expressed sperm micro- (miRNA) and piwi-interacting RNAs (piRNA). In a separate experiment, we performed in vitro fertilisations after one 2-week period using a split-clutch design to control for maternal effects and collected embryos at 24 h to test for differentially expressed genes and TEs. We developed new computational prediction tools to link sperm sRNAs with differentially expressed TEs and genes in the embryos. Our results support the idea that the molecular stress response in the male germ line has significant down-stream effects on the molecular pathways, and we provide a direct link between sRNAs, TEs and gene expression.
Collapse
Affiliation(s)
- Alice M Godden
- School of Biological Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK.
| | - Willian T A F Silva
- Uppsala University, Department of Evolutionary Biology, Norbyvägen 18D, 75310, Uppsala, Sweden
- Department of Physics, Chemistry and Biology, Linköping University, 58183, Linköping, Sweden
| | - Berrit Kiehl
- Uppsala University, Department of Evolutionary Biology, Norbyvägen 18D, 75310, Uppsala, Sweden
| | - Cécile Jolly
- Uppsala University, Department of Evolutionary Biology, Norbyvägen 18D, 75310, Uppsala, Sweden
| | - Leighton Folkes
- School of Biological Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK
| | - Ghazal Alavioon
- Uppsala University, Department of Evolutionary Biology, Norbyvägen 18D, 75310, Uppsala, Sweden
| | - Simone Immler
- School of Biological Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK.
- Uppsala University, Department of Evolutionary Biology, Norbyvägen 18D, 75310, Uppsala, Sweden.
| |
Collapse
|
5
|
Xie H, Xiong T, Guan J, Han Y, Feng H, Xu F, Chen S, Li J, Xie Z, Liu D, Chen R. Induction of mitochondrial damage via the CREB3L1/miR-34c/COX1 axis by porcine epidemic diarrhea virus infection facilitates pathogenicity. J Virol 2025:e0059124. [PMID: 40071922 DOI: 10.1128/jvi.00591-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 12/23/2024] [Indexed: 03/26/2025] Open
Abstract
Porcine epidemic diarrhea virus (PEDV) is a primary cause of viral diarrhea in neonatal piglets, leading to substantial economic losses in the swine industry globally. It primarily targets epithelial cells of the small intestine, compromising intestinal function and resulting in the death of affected animals. As mitochondria are essential for maintaining gut health, this study investigates the effects of PEDV infection on mitochondrial function in small intestinal epithelial cells and its subsequent impacts. Using small RNA sequencing, fluorescence in situ hybridization, dual luciferase reporter assay, gene overexpression, and silencing experiments, we investigated the mitochondrial structural and functional impairments induced by PEDV infection in jejunum epithelial cells of piglets and characterized the regulatory pattern of miRNAs in mitochondria of jejunum epithelial cells during PEDV infection. The results indicate that PEDV infection leads to the upregulation and mitochondrial localization of the nuclear-encoded microRNA, miR-34c, which in turn suppresses COX1 expression. The activation of the miR-34c/COX1 axis diminishes mitochondrial complex III, IV, and V activities, depletes ATP, lowers mitochondrial oxygen consumption, induces mitochondrial depolarization, increases the accumulation of mitochondrial reactive oxygen species (mtROS), and stimulates mitophagy. Furthermore, we confirm that CREB3L1 acts as an upstream transcription factor regulating the miR-34c/COX1 axis during PEDV infection, modulating mitochondrial damage in the epithelial cells of the jejunum. These findings demonstrate for the first time that PEDV infection activates the miR-34c/COX1 axis via the transcription factor CREB3L1 and regulates the nuclear-mitochondrial communication and mitochondrial fate, providing a new perspective on the pathogenesis of PEDV.IMPORTANCEThis study reveals the mechanism by which the porcine epidemic diarrhea virus (PEDV) disrupts mitochondrial function in piglets, enhancing viral pathogenicity. By demonstrating how PEDV infection upregulates miR-34c, leading to COX1 suppression and subsequent mitochondrial dysfunction, the research highlights a novel aspect of viral manipulation of host cellular mechanisms. These findings provide a deeper understanding of the PEDV pathogenesis and identify potential targets for therapeutic intervention, advancing efforts to mitigate the economic impact of PEDV on the swine industry.
Collapse
Affiliation(s)
- Hangao Xie
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Zhaoqing Branch Centre of Guangdong Laboratory for Lingnan Modern Agricultural Science and Technology, Zhaoqing, China
| | - Ting Xiong
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Zhaoqing Branch Centre of Guangdong Laboratory for Lingnan Modern Agricultural Science and Technology, Zhaoqing, China
| | - Jinlian Guan
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Zhaoqing Branch Centre of Guangdong Laboratory for Lingnan Modern Agricultural Science and Technology, Zhaoqing, China
| | - Yin Han
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Zhaoqing Branch Centre of Guangdong Laboratory for Lingnan Modern Agricultural Science and Technology, Zhaoqing, China
| | - Haixia Feng
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Fei Xu
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Sixuan Chen
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Jiahui Li
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Ziwei Xie
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Zhaoqing Branch Centre of Guangdong Laboratory for Lingnan Modern Agricultural Science and Technology, Zhaoqing, China
| | - Dingxiang Liu
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Zhaoqing Branch Centre of Guangdong Laboratory for Lingnan Modern Agricultural Science and Technology, Zhaoqing, China
- Integrative Microbiology Research Centre, South China Agricultural University Integrative Microbiology Research Centre, Guangzhou, China
| | - Ruiai Chen
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Zhaoqing Branch Centre of Guangdong Laboratory for Lingnan Modern Agricultural Science and Technology, Zhaoqing, China
- Key Laboratory of Manufacture Technology of Veterinary Bioproducts, Ministry of Agriculture and Rural Affairs, Beijing, China
- Guangdong Enterprise Key Laboratory of Biotechnology R&D of Veterinary Biologics, Zhaoqing, China
- Zhaoqing Dahuanong Biology Medicine Co. Ltd., Zhaoqing, China
| |
Collapse
|
6
|
Liu X, Mi S, Dari G, Chen S, Song J, MacHugh DE, Yu Y. Functional validation to explore the protective role of miR-223 in Staphylococcus aureus-induced bovine mastitis. J Anim Sci Biotechnol 2025; 16:34. [PMID: 40033327 DOI: 10.1186/s40104-025-01152-6] [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: 09/12/2024] [Accepted: 12/30/2024] [Indexed: 03/05/2025] Open
Abstract
BACKGROUND Mastitis caused by Staphylococcus aureus (S. aureus) is one of the most intractable problems for the dairy industry, causing significantly reduced milk yields and early slaughter of cows worldwide. MicroRNAs (miRNAs) can post-transcriptionally regulate gene expression and studies in recent years have shown the importance of miRNA-associated gene regulation in S. aureus-induced mastitis. RESULTS In this study, to investigate the role of miR-223 in mastitis, we performed experiments to overexpress and suppress miR-223 in an immortalized bovine mammary epithelial cell line (MAC-T) infected with S. aureus. Overexpression of miR-223 in MAC-T cells repressed cell apoptosis and necrosis induced by S. aureus infection, whereas suppression of miR-223 had the opposite effect. Transcriptome expression profiling with weighted gene co-expression network analysis (WGCNA) and gene set variation analysis (GSVA) showed that miR-223 affects apoptosis and inflammation-related pathways. Furthermore, differentially expressed (DE) genes were evaluated, and genes exhibiting contrasting expression trends in the miR-223 overexpressed and suppressed groups were assessed as potential target genes of miR-223. Potential target genes, including CDC25B, PTPRF, DCTN1, and DPP9, were observed to be associated with apoptosis and necroptosis. Finally, through integrative analysis of genome-wide association study (GWAS) data and the animal quantitative trait loci (QTL) database, we determined that target genes of miR-223 were significantly enriched in single-nucleotide polymorphisms (SNP) and QTLs related to somatic cell count (SCC) and mastitis. CONCLUSION In summary, miR-223 has an inhibitory effect on S. aureus-induced cell apoptosis and necrosis by regulating PTPRF, DCTN1, and DPP9. These genes were significantly enriched in QTL regions associated with bovine mastitis resistance, underscoring their relevance in genetic regulation of disease resilience. Our findings provide critical genetic markers for enhancing mastitis resistance, particularly S. aureus-induced mastitis, through selective breeding. This work offers valuable insights for developing cattle with improved resistance to mastitis via targeted genetic selection.
Collapse
Affiliation(s)
- Xueqin Liu
- College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
- UCD School of Agriculture and Food Science, University College Dublin, Dublin, D04 V1W8, Ireland
| | - Siyuan Mi
- College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
| | - Gerile Dari
- College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
| | - Siqian Chen
- College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
| | - Jiuzhou Song
- Department of Animal and Avian Sciences, University of Maryland, College Park, MD, USA
| | - David E MacHugh
- UCD School of Agriculture and Food Science, University College Dublin, Dublin, D04 V1W8, Ireland.
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, D04 V1W8, Ireland.
- UCD Centre for One Health, University College Dublin, Belfield, Dublin, D04 V1W8, Ireland.
| | - Ying Yu
- College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China.
| |
Collapse
|
7
|
Yang L, Yi Y, Mei Z, Huang D, Tang S, Hu L, Liu L. Circular RNAs in cancer stem cells: Insights into their roles and mechanisms (Review). Int J Mol Med 2025; 55:50. [PMID: 39930823 PMCID: PMC11781527 DOI: 10.3892/ijmm.2025.5491] [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: 09/27/2024] [Accepted: 01/03/2025] [Indexed: 02/14/2025] Open
Abstract
Cancer stem cells (CSCs) represent a small, yet pivotal subpopulation of tumor cells that play significant roles in tumor initiation, progression and therapeutic resistance. Circular RNAs (circRNAs) are a distinct class of RNAs characterized by their closed‑loop structures, lacking 5' to 3'ends. There is growing evidence that circRNAs are integral to the development and regulation of CSCs. Aberrant expression of circRNAs in CSCs can contribute to oncogenic properties and drug resistance. Specifically, oncogenic circRNAs modulate CSC behavior via key signaling pathways, thereby promoting CSC self‑renewal and maintenance, as well as tumor progression. This review summarizes the latest research on the functional roles and regulatory mechanisms of circRNAs in CSC behavior and discusses potential applications and challenges of targeting circRNAs in CSCs. Understanding the intricate interactions between circRNAs and CSCs may lead to novel therapeutic strategies that effectively combat treatment resistance and improve patient outcomes.
Collapse
Affiliation(s)
- Lunyu Yang
- Department of Medical Laboratory, Chongqing Liangjiang New Area People's Hospital, Chongqing 401121, P.R. China
| | - Yuling Yi
- Department of Medical Laboratory, Chongqing Liangjiang New Area People's Hospital, Chongqing 401121, P.R. China
| | - Zhu Mei
- Department of Medical Laboratory, Chongqing Liangjiang New Area People's Hospital, Chongqing 401121, P.R. China
| | - Dongmei Huang
- Department of Medical Laboratory, Chongqing Liangjiang New Area People's Hospital, Chongqing 401121, P.R. China
| | - Sitian Tang
- Department of Medical Laboratory, Chongqing Liangjiang New Area People's Hospital, Chongqing 401121, P.R. China
| | - Liyi Hu
- Department of Medical Laboratory, Chongqing Liangjiang New Area People's Hospital, Chongqing 401121, P.R. China
| | - Ling Liu
- Department of Medical Laboratory, Chongqing Liangjiang New Area People's Hospital, Chongqing 401121, P.R. China
| |
Collapse
|
8
|
Bell-Hensley A, Brito VGB, Cai L, Liu J, Feeney K, Zheng H, McAlinden A. MicroRNA-181a/b-1 enhances chondroprogenitor anabolism and downregulates aquaporin-9. OSTEOARTHRITIS AND CARTILAGE OPEN 2025; 7:100550. [PMID: 39691700 PMCID: PMC11650276 DOI: 10.1016/j.ocarto.2024.100550] [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: 05/15/2024] [Accepted: 11/21/2024] [Indexed: 12/19/2024] Open
Abstract
Objective Effective osteoarthritis treatments that enhance the anabolic/regenerative capacity of chondrocytes are needed. Studying cartilage development processes may inform us of approaches to control chondrocyte differentiation and anabolism and, ultimately, how to effectively treat OA. MicroRNAs are broad-acting epigenetic regulators known to affect many skeletal processes. Previous reports from our group indicated that miR-181a-1 is upregulated during chondrocyte differentiation. The goal of this study was to determine how the entire miR-181a/b-1 cluster regulates in vitro chondrogenesis. Design Precursor miR-181a/b-1 was over-expressed in cartilage progenitor cells using lentiviral technology Transduced cartilage progenitor cells were cultured as micromass pellets in hypoxic conditions and stimulated to undergo chondrogenic differentiation for five weeks. Bulk RNA-sequencing and immunostaining was applied to evaluate chondrogenic differentiation and matrix production. Results Immunostaining of cartilage pellet sections showed that miR-181a/b-1 increased mature type II collagen and decreased expression of the chondroprogenitor type IIA collagen isoform. Bulk RNA-Seq at day 7 of chondrogenesis revealed upregulation of pro-anabolic genes such as COL2A1, COL9A2/3, COL11A2 and SNORC. Of the genes significantly downregulated by miR-181a/b-1, aquaporin 9 (AQP9) was the top hit which decreased in expression by over 14-fold. While a predicted target of miR-181a/b, our data showed that this miRNA cluster likely suppresses AQP9 via an indirect targeting mechanism. Conclusions Our findings demonstrate a pro-differentiation/anabolic function for miR-181a/b-1 during in vitro chondrogenesis that may be due, in part, to suppression of AQP9. Future studies are needed to elucidate the role of this membrane channel protein in regulating chondrocyte differentiation and homeostasis.
Collapse
Affiliation(s)
- Austin Bell-Hensley
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, USA
| | | | - Lei Cai
- Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO, USA
| | - Jin Liu
- Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO, USA
| | - Kathryn Feeney
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, USA
| | - Hongjun Zheng
- Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO, USA
| | - Audrey McAlinden
- Department of Orthopaedic Surgery, Washington University in St. Louis, St. Louis, MO, USA
- Department of Cell Biology & Physiology, Washington University in St. Louis, St. Louis, MO, USA
- Shriners Hospital for Children – St. Louis, St. Louis, MO, USA
| |
Collapse
|
9
|
Bogusławska J, Rakhmetullina A, Grzanka M, Białas A, Rybicka B, Życka-Krzesińska J, Molcan T, Zielenkiewicz P, Pączek L, Piekiełko-Witkowska A. miR395e from Manihot esculenta Decreases Expression of PD-L1 in Renal Cancer: A Preliminary Study. Genes (Basel) 2025; 16:293. [PMID: 40149445 PMCID: PMC11942022 DOI: 10.3390/genes16030293] [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: 01/31/2025] [Revised: 02/25/2025] [Accepted: 02/27/2025] [Indexed: 03/29/2025] Open
Abstract
Background/Objectives: microRNAs are small non-coding RNAs that regulate gene expression by inducing mRNA degradation or inhibiting translation. A growing body of evidence suggests that miRNAs may be utilized as anti-cancer therapeutics by targeting expression of key genes involved in cancerous transformation and progression. Renal cell cancer (RCC) is the most common kidney malignancy. The most efficient RCC treatments involve blockers of immune checkpoints, including antibodies targeting PD-L1 (Programmed Death Ligand 1). Interestingly, recent studies revealed the cross-kingdom horizontal transfer of plant miRNAs into mammalian cells, contributing to the modulation of gene expression by food ingestion. Here, we hypothesized that PD-L1 expression may be modulated by miRNAs originating from edible plants. Methods: To verify this hypothesis, we performed bioinformatic analysis to identify mes-miR395e from Manihot esculenta (cassava) as a promising candidate miRNA that could target PD-L1. To verify PD-L1 regulation mediated by the predicted plant miRNA, synthetic mes-miR395 mimics were transfected into cell lines derived from RCC tumors, followed by evaluation of PD-L1 expression using qPCR and Western blot. Results: Transfection of mes-miR395e mimics into RCC-derived cell lines confirmed that this miRNA decreases expression of PD-L1 in RCC cells at both mRNA and protein levels. Conclusions: This preliminary study shows the promise of plant miRNA as potential adjuvants supporting RCC treatment.
Collapse
Affiliation(s)
- Joanna Bogusławska
- Department of Biochemistry and Molecular Biology, Centre of Translational Research, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland; (J.B.); (M.G.); (A.B.); (B.R.); (J.Ż.-K.)
| | - Aizhan Rakhmetullina
- Department of Bioinformatics, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, ul. Pawińskiego 5a, 02-106 Warsaw, Poland; (A.R.); (T.M.); (P.Z.); (L.P.)
| | - Małgorzata Grzanka
- Department of Biochemistry and Molecular Biology, Centre of Translational Research, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland; (J.B.); (M.G.); (A.B.); (B.R.); (J.Ż.-K.)
| | - Alex Białas
- Department of Biochemistry and Molecular Biology, Centre of Translational Research, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland; (J.B.); (M.G.); (A.B.); (B.R.); (J.Ż.-K.)
| | - Beata Rybicka
- Department of Biochemistry and Molecular Biology, Centre of Translational Research, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland; (J.B.); (M.G.); (A.B.); (B.R.); (J.Ż.-K.)
| | - Joanna Życka-Krzesińska
- Department of Biochemistry and Molecular Biology, Centre of Translational Research, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland; (J.B.); (M.G.); (A.B.); (B.R.); (J.Ż.-K.)
| | - Tomasz Molcan
- Department of Bioinformatics, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, ul. Pawińskiego 5a, 02-106 Warsaw, Poland; (A.R.); (T.M.); (P.Z.); (L.P.)
- Molecular Biology Laboratory, Institute of Animal Reproduction and Food Research, Polish Academy of Sciences, Tuwima Street 10, 10-748 Olsztyn, Poland
| | - Piotr Zielenkiewicz
- Department of Bioinformatics, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, ul. Pawińskiego 5a, 02-106 Warsaw, Poland; (A.R.); (T.M.); (P.Z.); (L.P.)
- Department of Systems Biology, Institute of Experimental Plant Biology and Biotechnology, University of Warsaw, ul. Miecznikowa 1, 02-096 Warsaw, Poland
| | - Leszek Pączek
- Department of Bioinformatics, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, ul. Pawińskiego 5a, 02-106 Warsaw, Poland; (A.R.); (T.M.); (P.Z.); (L.P.)
- Department of Clinical Immunology, Medical University of Warsaw, 02-006 Warsaw, Poland
| | - Agnieszka Piekiełko-Witkowska
- Department of Biochemistry and Molecular Biology, Centre of Translational Research, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland; (J.B.); (M.G.); (A.B.); (B.R.); (J.Ż.-K.)
| |
Collapse
|
10
|
Jia Y, Zhang X, Zhao C, Ma Z, Sun K, Sun Y, Du X, Liu M, Liang X, Yu X, Gao Y. miR-212-5p Regulates PM 2.5-Induced Apoptosis by Targeting LAMC2 and LAMA3. Int J Mol Sci 2025; 26:1761. [PMID: 40004224 PMCID: PMC11855808 DOI: 10.3390/ijms26041761] [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: 01/17/2025] [Revised: 02/11/2025] [Accepted: 02/14/2025] [Indexed: 02/27/2025] Open
Abstract
Fine particulate matter (PM2.5) is often linked to a range of respiratory diseases and cellular damage. Although studies have shown that the expression profiles of microRNAs (miRNAs) are altered during lung damage brought on by PM2.5, the underlying functions of miRNAs remain poorly understood. In this research, we explored the role of PM2.5-induced apoptosis in detail and focused on the miRNA (miR-212-5p) that regulates apoptosis. Through a dual-luciferase assay, a direct targeting connection between laminin subunits γ2 (LAMC2) and α3 (LAMA3) and miR-212-5p was successfully demonstrated. This study focused on revealing the negative regulatory relationship between miR-212-5p and LAMC2 and LAMA3, providing important clues for a deeper understanding of the relevant physiological and pathological mechanisms. The present study showed that LAMC2 and LAMA3 positively regulate the PI3K-AKT pathway and negatively regulate the NF-κB pathway, which directly leads to significant changes in apoptosis rates. This study reveals a previously unrecognized molecular mechanism by showing that miR-212-5p directly targets LAMC2 and LAMA3 and thus associates with PM2.5-induced apoptosis via the PI3K/AKT/NF-κB pathway. These findings not only redefine the role of miR-212-5p in apoptosis but also open up new avenues for future research.
Collapse
Affiliation(s)
- Yunna Jia
- Department of Veterinary Medicine, College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China; (Y.J.); (X.Z.); (C.Z.); (Z.M.); (K.S.); (Y.S.); (X.D.); (M.L.)
| | - Xiqing Zhang
- Department of Veterinary Medicine, College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China; (Y.J.); (X.Z.); (C.Z.); (Z.M.); (K.S.); (Y.S.); (X.D.); (M.L.)
| | - Cuizhu Zhao
- Department of Veterinary Medicine, College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China; (Y.J.); (X.Z.); (C.Z.); (Z.M.); (K.S.); (Y.S.); (X.D.); (M.L.)
| | - Zhenhua Ma
- Department of Veterinary Medicine, College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China; (Y.J.); (X.Z.); (C.Z.); (Z.M.); (K.S.); (Y.S.); (X.D.); (M.L.)
| | - Ke Sun
- Department of Veterinary Medicine, College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China; (Y.J.); (X.Z.); (C.Z.); (Z.M.); (K.S.); (Y.S.); (X.D.); (M.L.)
| | - Yize Sun
- Department of Veterinary Medicine, College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China; (Y.J.); (X.Z.); (C.Z.); (Z.M.); (K.S.); (Y.S.); (X.D.); (M.L.)
| | - Xiaohui Du
- Department of Veterinary Medicine, College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China; (Y.J.); (X.Z.); (C.Z.); (Z.M.); (K.S.); (Y.S.); (X.D.); (M.L.)
| | - Meng Liu
- Department of Veterinary Medicine, College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China; (Y.J.); (X.Z.); (C.Z.); (Z.M.); (K.S.); (Y.S.); (X.D.); (M.L.)
| | - Xiaojun Liang
- Institute of Animal Science, Ningxia Academy of Agriculture and Forestry, Yinchuan 750002, China;
| | - Xiuzhen Yu
- Institute of Agricultural Mechanisation, Xinjiang Academy of Agricultural Sciences, Wulumuqi 830091, China
| | - Yunhang Gao
- Department of Veterinary Medicine, College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China; (Y.J.); (X.Z.); (C.Z.); (Z.M.); (K.S.); (Y.S.); (X.D.); (M.L.)
| |
Collapse
|
11
|
Wu WS, Lee DE, Chung CJ, Lu SY, Brown JS, Zhang D, Lee HC. Analysis of crosslinking sites suggests C. elegnas PIWI Argonaute exhibits flexible conformations for target recognition. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.14.638322. [PMID: 39990337 PMCID: PMC11844481 DOI: 10.1101/2025.02.14.638322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/25/2025]
Abstract
Small RNAs play critical roles in gene regulation in diverse processes across organisms. Crosslinking, ligation, and analyses of sequence hybrid (CLASH) experiments have shown PIWI and Argonaute proteins bind to diverse mRNA targets, raising questions about their functional relevance and the degree of flexibility in target recognition. As crosslinking-induced mutations (CIMs) provides nucleotide-resolution of RNA binding sites, we developed MUTACLASH to systematically analyze CIMs in piRNA and miRNA CLASH data in C. elegans . We found CIMs are enriched at the nucleotide positions of mRNA corresponding to the center of targeting piRNAs and miRNAs. Notably, CIMs are also enriched at nucleotides with local pairing mismatches to piRNA. In addition, distinct patterns of CIMs are observed between canonical and non-canonical base pairing interactions, suggesting that the worm PIWI Argonaute PRG-1 adopts distinct conformations for canonical vs. non-canonical interactions. Critically, non-canonical miRNA or piRNA binding sites with CIMs exhibit more regulatory effects than those without CIMs, demonstrating CIM analysis as a valuable approach in assessing functional significance of small RNA targeting sites in CLASH data. Together, our analyses reveal the landscapes of Argonaute crosslinking sites on mRNAs and highlight MUTACLASH as an advanced tool in analyzing CLASH data.
Collapse
|
12
|
Zeng J, Tong S, Liu J, Liu S, Mungur R, Chen S. MiR-433 inhibits cell invasion of glioblastoma via direct targeting TRPM8 based on bioinformatic analysis and experimental validation. Gene 2025; 936:149121. [PMID: 39581355 DOI: 10.1016/j.gene.2024.149121] [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: 05/11/2024] [Revised: 11/13/2024] [Accepted: 11/21/2024] [Indexed: 11/26/2024]
Abstract
Understanding the essential role of miRNA in regulating cell invasion in glioblastoma opens up new avenues for targeted therapeutic interventions in the future. By screening out eligible miRNA expression data sets from the GEO database, the WGCNA package based on the R language is further used to construct a co-expression network model of the chip data set, to identify modules related to disease states and perform pivotal miRNA screening on the related modules. The target relationship between miRNA and TRPM8 was verified by bioinformatics and luciferase gene report, and the effect of miRNA overexpression on TRPM8 protein level was analyzed by Western blot. The result of miR-433 overexpression on the invasion ability of glioblastoma cells in vitro was examined by scratch test and Transwell invasion test. The results of this study indicate that the selected target miR-433 has a strong binding relationship with TRPM8 and can effectively regulate its expression. Furthermore, overexpression of miR-433 was found to inhibit the invasion ability of glioblastoma cells by targeting TRPM8. These data demonstrate that miR-433 can target TRPM8 to inhibit glioblastoma cell invasion.
Collapse
Affiliation(s)
- Jianping Zeng
- Department of Neurosurgery, The 1st Affiliated Hospital, Jiangxi Medical College, Nanchang University. Nanchang 330006, Jiangxi Province, PR China.
| | - Shoufang Tong
- Department of Transfusion Medicine, Tiantai People's Hospital of Zhejiang Province (Tiantai Branch of Zhejiang Provincial People's Hospital) Hangzhou Medical College, Taizhou, Zhejiang, PR China
| | - Jing Liu
- Department of Pharmacy, The 1st Affiliated Hospital, Jiangxi Medical College, Nanchang University. Nanchang 330006, Jiangxi Province, PR China
| | - Shuai Liu
- Department of Neurosurgery, The 1st Affiliated Hospital, Jiangxi Medical College, Nanchang University. Nanchang 330006, Jiangxi Province, PR China
| | - Rajneesh Mungur
- Department of Neurosurgery, The First Affiliated Hospital of Zhejiang University, Hangzhou 310000, Zhejiang Province, PR China
| | - Shangshi Chen
- Department of Neurosurgery, The 1st Affiliated Hospital, Jiangxi Medical College, Nanchang University. Nanchang 330006, Jiangxi Province, PR China.
| |
Collapse
|
13
|
Zhao Y, Cui R, Du R, Song C, Xie F, Ren L, Li J. Platelet-Derived Microvesicles Mediate Cardiomyocyte Ferroptosis by Transferring ACSL1 During Acute Myocardial Infarction. Mol Biotechnol 2025; 67:790-804. [PMID: 38466505 DOI: 10.1007/s12033-024-01094-w] [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: 07/23/2023] [Accepted: 01/21/2024] [Indexed: 03/13/2024]
Abstract
Acute myocardial infarction (AMI) is one of the critical health conditions often caused by the rupture of unstable coronary artery plaque, triggering a series of events, such as platelet activation, thrombus formation, coronary artery blockage, lasted severe ischemia, and hypoxia in cardiomyocytes, and culminating in cell death. Platelet-derived microvesicles (PMVs) act as intermediates for cellular communication. Nevertheless, the role of PMVs in myocardial infarction remains unclear. Initially, AMI-related messenger ribose nucleic acid (mRNA) and micro RNA (miRNA) datasets from the Gene Expression Omnibus (GEO) database were analyzed, specifically focusing on the expressed genes associated with Ferroptosis. Further, a miRNA-mRNA regulatory network specific to AMI was constructed. Then, the effect of PMVs on cardiomyocyte survival was further confirmed through in vitro experiments. High ACSL1 expression was observed in the platelets of AMI patients. The gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses revealed that ACSL1, located in the mitochondria, played a key role in the PPAR signaling pathway. The elevated ACSL1 expression in a co-culture model of PMVs and AC16 cardiomyocytes significantly increased the AC16 cell Ferroptosis. Further, we validated that the platelet ACSL1 expression could be regulated by hsa-miR-449a. Together, these findings suggested that platelet ACSL1 could trigger myocardial cell death via PMV transport. In addition, this research provided a theoretical framework for attenuating myocardial cell Ferroptosis in patients with acute myocardial infarction.
Collapse
Affiliation(s)
- Yunfeng Zhao
- Department of Cardiology, First Hospital of Qinhuangdao, No. 258, Wenhua Road, Haigang District, Qinhuangdao, 066099, China
| | - Rui Cui
- Department of Cardiology, First Hospital of Qinhuangdao, No. 258, Wenhua Road, Haigang District, Qinhuangdao, 066099, China
| | - Ran Du
- Department of Cardiology, First Hospital of Qinhuangdao, No. 258, Wenhua Road, Haigang District, Qinhuangdao, 066099, China
| | - Chunmei Song
- Department of Cardiology, First Hospital of Qinhuangdao, No. 258, Wenhua Road, Haigang District, Qinhuangdao, 066099, China
| | - Fei Xie
- Department of Cardiac Surgery, The Second Hospital Affiliated to Harbin Medical University, No.246, Xuefu Road, Nangang District, Harbin, 150001, Heilongjiang, China
| | - Lin Ren
- Department of Cardiology, First Hospital of Qinhuangdao, No. 258, Wenhua Road, Haigang District, Qinhuangdao, 066099, China.
| | - Junquan Li
- Department of Cardiac Surgery, The Second Hospital Affiliated to Harbin Medical University, No.246, Xuefu Road, Nangang District, Harbin, 150001, Heilongjiang, China.
| |
Collapse
|
14
|
Tak H, Anirudh J, Chattopadhyay A, Naick BH. Argonaute protein assisted drug discovery for miRNA-181c-5p and target gene ATM translation repression: a computational approach. Mol Divers 2025; 29:351-365. [PMID: 39026118 DOI: 10.1007/s11030-024-10855-3] [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: 12/26/2023] [Accepted: 03/21/2024] [Indexed: 07/20/2024]
Abstract
The miRNA binds to AGO's seed region, prompting the exploration of small molecules that can offset miRNA repression of target mRNA. This miRNA-181c-5p was found to be upregulated in the chronic traumatic encephalopathy, a prevalent neurodegenerative disease in contact sports and military personals. The research aimed to identify compounds that disrupt the AGO-assisted loop formation between miRNA-181c-5p and ATM, consequently repressing the translation of ATM. Target genes from commonly three databases (DIANA-microT-CDS, miRDB, RNA22 and TargetScan) were subjected to functional annotation and clustering analysis using DAVID bioinformatics tool. Haddock server were employed to make miRNA-181c-5p:ATM-AGO complex. A total of 2594 small molecules were screened using Glide XP based on their highest binding affinity towards the complex, through a three-phase docking approach. The top 5 compounds (DB00674-Galantamine, DB00371-Meprobamate, DB00694-Daunorubicin, DB00837-Progabide, and DB00851-Dacarbazine) were further analyzed for stability in the miRNA-181c-5p:ATM-AGO-ligand complex interaction using GROMACS (version 2023.2). Hence, these findings suggest that these molecules hold potential for facilitating AGO-assisted repression of ATM gene translation.
Collapse
Affiliation(s)
- Harshita Tak
- Department of Sports Biosciences, School of Sports Science, Central University of Rajasthan, Ajmer, India
| | - Jivanage Anirudh
- Department of Sports Biosciences, School of Sports Science, Central University of Rajasthan, Ajmer, India
| | - Arpan Chattopadhyay
- Department of Sports Biosciences, School of Sports Science, Central University of Rajasthan, Ajmer, India
| | - B Hemanth Naick
- Department of Sports Biosciences, School of Sports Science, Central University of Rajasthan, Ajmer, India.
| |
Collapse
|
15
|
Zhan Y, Tian F, Fan W, Li X, Wang X, Zhang H, Hong X, Wang X, Cai L, Song Y, Xing Y. Targeting piRNA-137463 Inhibits Tumor Progression and Boosts Sensitivity to Immune Checkpoint Blockade via De Novo Cholesterol Biosynthesis in Lung Adenocarcinoma. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2414100. [PMID: 39692168 PMCID: PMC11809383 DOI: 10.1002/advs.202414100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2024] [Revised: 12/03/2024] [Indexed: 12/19/2024]
Abstract
The important role of PIWI-interacting RNAs (piRNAs) in tumors has garnered increasing attention. However, research on their role in lung adenocarcinoma (LUAD) remains limited. Elevated levels of piRNA-137463 have been linked to poor prognosis in LUAD patients. Inhibition of piRNA-137463 curbed the proliferation, migration, and invasion of LUAD cells, enhanced T cell cytotoxicity through increased IFN-γ secretion, disrupted cholesterol metabolism, and reduced intracellular cholesterol, lipid raft content, and PD-L1 expression in LUAD cells. Bioinformatic prediction identified a potential interaction between piRNA-137463 and lncRNA LOC100128494. Inhibiting piRNA-137463 increased the stability and expression of LOC100128494, which further modulated insulin-induced gene 1 protein (INSIG1) levels via a competitive endogenous RNA network involving LOC100128494 and miR-24-3p. Notably, the effect of piRNA-137463 in LUAD cells is dependent on the expression of LOC100128494 and INSIG1. Inhibiting the expression of piRNA-137463 with AntagopiRNA-137463 suppressed tumor growth and metastasis via LOC100128494 in nude mice and enhanced the response of LUAD to anti-PD-1 therapy in immune-competent mice. In summary, this study elucidates the role of piRNA-137463 in the reprogramming of cholesterol metabolism, which drives the progression of LUAD, thereby identifying a new target for the comprehensive clinical management of LUAD.
Collapse
Affiliation(s)
- Yuning Zhan
- The Fourth Department of Medical OncologyHarbin Medical University Cancer Hospital150 Haping RoadHarbin150081China
- NHC and CAMS Key Laboratory of Molecular Probe and Targeted TheranosticsHarbin Medical UniversityHarbin150001China
| | - Fanglin Tian
- The Fourth Department of Medical OncologyHarbin Medical University Cancer Hospital150 Haping RoadHarbin150081China
| | - Weina Fan
- The Fourth Department of Medical OncologyHarbin Medical University Cancer Hospital150 Haping RoadHarbin150081China
| | - Xin Li
- The Fourth Department of Medical OncologyHarbin Medical University Cancer Hospital150 Haping RoadHarbin150081China
| | - Xiangyu Wang
- The Fourth Department of Medical OncologyHarbin Medical University Cancer Hospital150 Haping RoadHarbin150081China
| | - Hongxia Zhang
- Imaging CenterHarbin Medical University Cancer HospitalHarbin150081China
| | - Xin Hong
- The Fourth Department of Medical OncologyHarbin Medical University Cancer Hospital150 Haping RoadHarbin150081China
| | - Xin Wang
- The Fourth Department of Medical OncologyHarbin Medical University Cancer Hospital150 Haping RoadHarbin150081China
| | - Li Cai
- The Fourth Department of Medical OncologyHarbin Medical University Cancer Hospital150 Haping RoadHarbin150081China
- NHC and CAMS Key Laboratory of Molecular Probe and Targeted TheranosticsHarbin Medical UniversityHarbin150001China
| | - Yang Song
- The Department of OrthopedicsThe Second Affiliated Hospital of Harbin Medical UniversityHarbin150001China
| | - Ying Xing
- The Fourth Department of Medical OncologyHarbin Medical University Cancer Hospital150 Haping RoadHarbin150081China
| |
Collapse
|
16
|
Zhang YH, Qian X, Zong X, An SH, Yan S, Shen J. Dual-role regulator of a novel miR-3040 in photoperiod-mediated wing dimorphism and wing development in green peach aphid. INSECT SCIENCE 2025; 32:80-94. [PMID: 38728615 DOI: 10.1111/1744-7917.13377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 04/10/2024] [Accepted: 04/16/2024] [Indexed: 05/12/2024]
Abstract
Wing dimorphism is regarded as an important phenotypic plasticity involved in the migration and reproduction of aphids. However, the signal transduction and regulatory mechanism of wing dimorphism in aphids are still unclear. Herein, the optimal environmental conditions were first explored for inducing winged offspring of green peach aphid, and the short photoperiod was the most important environmental cue to regulate wing dimorphism. Compared to 16 L:8 D photoperiod, the proportion of winged offspring increased to 90% under 8 L:16 D photoperiod. Subsequently, 5 differentially expressed microRNAs (miRNAs) in aphids treated with long and short photoperiods were identified using small RNA sequencing, and a novel miR-3040 was identified as a vital miRNA involved in photoperiod-mediated wing dimorphism. More specifically, the inhibition of miR-3040 expression could reduce the proportion of winged offspring induced by short photoperiod, whereas its activation increased the proportion of winged offspring under long photoperiod. Meanwhile, the expression level of miR-3040 in winged aphids was about 2.5 times that of wingless aphids, and the activation or inhibition of miR-3040 expression could cause wing deformity, revealing the dual-role regulator of miR-3040 in wing dimorphism and wing development. In summary, the current study identified the key environmental cue for wing dimorphism in green peach aphid, and the first to demonstrate the dual-role regulator of miR-3040 in photoperiod-mediated wing dimorphism and wing development.
Collapse
Affiliation(s)
- Yun-Hui Zhang
- College of Plant Protection, Henan Agricultural University, Zhengzhou, China
| | - Xin Qian
- Department of Plant Biosecurity, College of Plant Protection, China Agricultural University, Beijing, China
| | - Xin Zong
- Department of Plant Biosecurity, College of Plant Protection, China Agricultural University, Beijing, China
| | - Shi-Heng An
- College of Plant Protection, Henan Agricultural University, Zhengzhou, China
| | - Shuo Yan
- Department of Plant Biosecurity, College of Plant Protection, China Agricultural University, Beijing, China
| | - Jie Shen
- Department of Plant Biosecurity, College of Plant Protection, China Agricultural University, Beijing, China
| |
Collapse
|
17
|
Godden AM, Rix B, Immler S. FishPi: a bioinformatic prediction tool to link piRNA and transposable elements. Mob DNA 2025; 16:2. [PMID: 39871368 PMCID: PMC11773700 DOI: 10.1186/s13100-025-00342-3] [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: 12/04/2024] [Accepted: 01/17/2025] [Indexed: 01/29/2025] Open
Abstract
BACKGROUND Piwi-interacting RNAs (piRNA)s are non-coding small RNAs that post-transcriptionally affect gene expression and regulation. Through complementary seed region binding with transposable elements (TEs), piRNAs protect the genome from transposition. A tool to link piRNAs with complementary TE targets will improve our understanding of the role of piRNAs in genome maintenance and gene regulation. Existing tools such as TEsmall can process sRNA-seq datasets to produce differentially expressed piRNAs, and piRScan developed for nematodes can link piRNAs and TEs but it requires knowledge about the target region of interest and works backwards. RESULTS We developed FishPi to predict the pairings between piRNA and TEs for available genomes from zebrafish, medaka and tilapia, with full user customisation of parameters including orientation of piRNA, mismatches in the piRNA seed binding to TE and scored output lists of piRNA-TE matches. FishPi works with individual piRNAs or a list of piRNA sequences in fasta format. The software focuses on the piRNA-TE seed region and analyses reference TEs for piRNA complementarity. TE type is examined, counted and stored to a dictionary, with genomic loci recorded. Any updates to piRNA-TE binding rules can easily be incorporated by changing the seed-region options in the graphic user-interface. FishPi provides a graphic interface using tkinter for the user to input piRNA sequences to generate comprehensive reports on piRNA-TE interactions. FishPi can easily be adapted to genomes from other species and taxa opening the interpretation of piRNA functionality to a wide community. CONCLUSIONS Users will gain insight into genome mobility and FishPi will help further our understanding of the biological role of piRNAs and their interaction with TEs in a similar way that public databases have improved the access to and the understanding of the role of small RNAs.
Collapse
Affiliation(s)
- Alice M Godden
- School of Biological Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK.
| | - Benjamin Rix
- School of Biological Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK
| | - Simone Immler
- School of Biological Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK
| |
Collapse
|
18
|
Lin S, Qiu P. Predicting microRNA target genes using pan-cancer correlation patterns. BMC Genomics 2025; 26:77. [PMID: 39871129 PMCID: PMC11773953 DOI: 10.1186/s12864-025-11254-0] [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: 06/07/2024] [Accepted: 01/17/2025] [Indexed: 01/29/2025] Open
Abstract
The interaction relationship between miRNAs and genes is important as miRNAs play a crucial role in regulating gene expression. In the literature, several databases have been constructed to curate known miRNA target genes, which are valuable resources but likely only represent a small fraction of all miRNA-gene interactions. In this study, we constructed machine learning models to predict miRNA target genes that have not been previously reported. Using the miRNA and gene expression data from TCGA, we performed a correlation analysis between all miRNAs and all genes across multiple cancer types. The correlations served as features to describe each miRNA-gene pair. Using the existing databases of curated miRNA targets, we labeled the miRNA-gene pairs, and trained machine learning models to predict novel miRNA-gene interactions. For the miRNA-gene pairs that were consistently predicted across the models, we called them significant miRNA-gene pairs. Using held-out miRNA target databases and a literature survey, we validated 5.5% of the predicted significant miRNA-gene pairs. The remaining predicted miRNA-gene pairs could serve as hypotheses for experimental validation. Additionally, we explored several additional datasets that provided gene expression data before and after a specific miRNA perturbation and observed consistency between the correlation direction of predicted miRNA-gene pairs and their regulatory patterns. Together, this analysis revealed a novel framework for uncovering previously unidentified miRNA-gene relationships, enhancing the collective comprehension of miRNA-mediated gene regulation.
Collapse
Affiliation(s)
- Shuting Lin
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, 30332, Georgia, USA
| | - Peng Qiu
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, 30332, Georgia, USA.
| |
Collapse
|
19
|
Jia X, Liu J, Jiang W, Chang L, Shen X, Jiang G, Li X, Chi C, Liu W, Zhang D. Binding site redundancy is critical for the regulation of fas by miR-30c in blunt snout bream (Megalobrama amblycephala). Comp Biochem Physiol A Mol Integr Physiol 2025; 299:111763. [PMID: 39395751 DOI: 10.1016/j.cbpa.2024.111763] [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: 10/09/2024] [Accepted: 10/09/2024] [Indexed: 10/14/2024]
Abstract
MiR-30c and fatty acid synthase (fas) both play important roles in physiological processes such as lipid synthesis and fat metabolism. Predictive analysis revealed that fas is a target gene of miR-30c with multiple seed sites. Seed sites are useful to predict miRNA targeting relationships; however, detailed analyses of seed sites in fish genomes remain poorly studied. In this study, the regulatory relationship between miR-30c and fas, number and effect of seed regions, and mechanism by which miR-30c regulates lipid metabolism were evaluated in blunt snout bream (Megalobrama amblycephala). Four miR-30c target sites for fas were identified using various prediction tools. miR-30c mimics were transfected into 293 T cells, and dual-luciferase reporter assays were used to evaluate the roles of different fas target sites. When a single target site was mutated, relative luciferase activity was higher than that in the control group, with different activity levels depending on the mutation site. When multiple target sites were mutated, relative luciferase activity increased significantly as the number of mutation sites increased and was the highest when the four sites were mutated simultaneously. The miR-30c agomir was injected into the abdominal cavity of M. amblycephala at various concentrations for analyses of physiological and biochemical parameters in the liver and blood and the expression of genes related to lipid metabolism in the liver. Total cholesterol, free fatty acid, triglyceride, and low density lipoprotein levels were significantly lower after miR-30c agomir injection comparing to the control (P < 0.05). Additionally, the expression levels of genes related to lipid metabolism were significantly lower after miR-30c agomir injection than in the control (P < 0.05). In summary, this study identified four specific miR-30c target sites in the 3' UTR of fas mRNA; the effects of these sites are cumulative, and the redundancy ensures the accurate regulation of fas during evolution. In addition, miR-30c has a negative regulatory effect on fas and regulates lipid metabolism via various genes related to this process. Therefore, the regulation of miR-30c can effectively ameliorate the side effects of a high-fat diet on liver function in M. amblycephala.
Collapse
Affiliation(s)
- Xiaoyan Jia
- Key Laboratory of Aquatic Nutrition and Feed Science of Jiangsu Province, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Jie Liu
- Key Laboratory of Aquatic Nutrition and Feed Science of Jiangsu Province, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Weibo Jiang
- Key Laboratory of Aquatic Nutrition and Feed Science of Jiangsu Province, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Le Chang
- Key Laboratory of Aquatic Nutrition and Feed Science of Jiangsu Province, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Xiaoxue Shen
- Key Laboratory of Aquatic Nutrition and Feed Science of Jiangsu Province, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Guangzhen Jiang
- Key Laboratory of Aquatic Nutrition and Feed Science of Jiangsu Province, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Xiangfei Li
- Key Laboratory of Aquatic Nutrition and Feed Science of Jiangsu Province, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Cheng Chi
- Key Laboratory of Aquatic Nutrition and Feed Science of Jiangsu Province, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Wenbin Liu
- Key Laboratory of Aquatic Nutrition and Feed Science of Jiangsu Province, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Dingdong Zhang
- Key Laboratory of Aquatic Nutrition and Feed Science of Jiangsu Province, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China.
| |
Collapse
|
20
|
Chen Z, Jin Q, Zhong J, Xie Z, Chen Q, Li L, Li J, Zhao C, Wang J, Tang X, Han M, Li R, Li Z, Tong Z, Wang M, Du H, Zhang H. Staphylococcus aureus blocks host autophagy through circSyk/miR-5106/Sik3 axis to promote progression of bone infection. PLoS Pathog 2025; 21:e1012896. [PMID: 39869636 PMCID: PMC11781720 DOI: 10.1371/journal.ppat.1012896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 01/30/2025] [Accepted: 01/09/2025] [Indexed: 01/29/2025] Open
Abstract
With the rapid increase in the number of implant operations, the incidence of bone infections has increased. Methicillin-resistant Staphylococcus aureus (S. aureus) and other emerging fully drug-resistant strains make the management of bone infections even more challenging. Bone infections are mainly caused by S. aureus and require extensive surgical intervention and long-term antibiotic therapy. The host autophagy response is critical to the elimination of S. aureus infections. In this study, we demonstrate that a circular RNA (circRNA), circSyk, is a potential biological target for the treatment of S. aureus-induced bone infection. Most importantly, S. aureus regulates circSyk to block autophagy and promote bone destruction via the circSyk/miR-5106/Sik3 axis in a nonclassical pathway, which is involved in the S. aureus infection process through a competitive endogenous RNA network. In summary, this study proposes a novel perspective on the immune escape of S. aureus in bone infections, based on circRNA.
Collapse
Affiliation(s)
- Zhihao Chen
- Department of Orthopedics, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Qiyuan Jin
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Jinqi Zhong
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Zonggang Xie
- Department of Orthopedics, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Qi Chen
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Liubing Li
- Department of Orthopedics, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Jijie Li
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Chenhao Zhao
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Junfeng Wang
- Department of Clinical Laboratory, The Nuclear Industry 417 Hospital, Xi’an, China
| | - Xiaoying Tang
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, China
- Department of Clinical Laboratory, Kunshan Municipal Third People’s Hospital, Suzhou, China
| | - Mingxiao Han
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Ru Li
- Department of Clinical Laboratory, The Nuclear Industry 417 Hospital, Xi’an, China
| | - Ziyuan Li
- Department of Orthopedics, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Zelei Tong
- Department of Orthopedics, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Min Wang
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Hong Du
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, China
- MOE Key Laboratory of Geriatric Diseases and Immunology, Soochow University, Suzhou, China
| | - Haifang Zhang
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, China
- MOE Key Laboratory of Geriatric Diseases and Immunology, Soochow University, Suzhou, China
| |
Collapse
|
21
|
Sun Y, Tao Y, Cao J, Zhang Y, Huang Z, Wang S, Lu W, Zhu Q, Shan L, Jiang D, Zhang Y, Tao J. H3K27 Trimethylation-Mediated Downregulation of miR-216a-3p in Sensory Neurons Regulates Neuropathic Pain Behaviors via Targeting STIM1. J Neurosci 2025; 45:e0607242024. [PMID: 39592234 DOI: 10.1523/jneurosci.0607-24.2024] [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: 03/27/2024] [Revised: 11/12/2024] [Accepted: 11/16/2024] [Indexed: 11/28/2024] Open
Abstract
Although the therapeutic potential of microRNA-mediated gene regulation has been investigated, its precise functional regulatory mechanism in neuropathic pain remains incompletely understood. In this study, we elucidate that miR-216a-3p serves as a critical noncoding RNA involved in the modulation of trigeminal-mediated neuropathic pain. By conducting RNA-seq and qPCR analysis, we observed a notable decrease of miR-216a-3p in the injured trigeminal ganglia (TG) of male rats. Intra-TG administration of miR-216a-3p agomir or lentiviral-mediated overexpression of miR-216a-3p specifically in sensory neurons of injured TGs alleviated established neuropathic pain behaviors, while downregulation of miR-216a-3p (pharmacologically or genetically) in naive rats induced pain behaviors. Moreover, nerve injury significantly elevated the histone H3 lysine-27 (H3K27) trimethylation (H3K27me3) levels in the ipsilateral TG, thereby suppressing the SRY-box TF 10 (SOX10) binding to the miR-216a-3p promoter and resulting in the reduction of miR-216a-3p. Inhibiting the enzymes responsible for catalyzing H3K27me3 restored the nerve injury-induced reduction in miR-216a-3p expression and markedly ameliorated neuropathic pain behaviors. Furthermore, miR-216a-3p targeted stromal interaction molecule 1 (STIM1), and the decreased miR-216a-3p associated with neuropathic pain caused a significant upregulation in the protein abundance of STIM1. Conversely, overexpression of miR-216a-3p in the injured TG suppressed the upregulation of STIM1 expression and reversed the mechanical allodynia. Together, the mechanistic understanding of H3K27me3-dependent SOX10/miR-216a-3p/STIM1 signaling axial in sensory neurons may facilitate the discovery of innovative therapeutic strategies for neuropathic pain management.
Collapse
Affiliation(s)
- Yufang Sun
- Department of Geriatrics, Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China
- Department of Physiology and Neurobiology, Centre for Ion Channelopathy, Suzhou Medical College of Soochow University, Suzhou 215123, China
| | - Yu Tao
- Department of Physiology and Neurobiology, Centre for Ion Channelopathy, Suzhou Medical College of Soochow University, Suzhou 215123, China
| | - Junping Cao
- Jiangsu Province Key Laboratory of Anesthesiology, Xuzhou Medical University, Xuzhou 221004, China
| | - Yaqun Zhang
- Department of Physiology and Neurobiology, Centre for Ion Channelopathy, Suzhou Medical College of Soochow University, Suzhou 215123, China
| | - Zitong Huang
- Department of Physiology and Neurobiology, Centre for Ion Channelopathy, Suzhou Medical College of Soochow University, Suzhou 215123, China
| | - Shoupeng Wang
- Department of Physiology and Neurobiology, Centre for Ion Channelopathy, Suzhou Medical College of Soochow University, Suzhou 215123, China
| | - Weiwei Lu
- Department of Physiology and Neurobiology, Centre for Ion Channelopathy, Suzhou Medical College of Soochow University, Suzhou 215123, China
| | - Qi Zhu
- Department of Physiology and Neurobiology, Centre for Ion Channelopathy, Suzhou Medical College of Soochow University, Suzhou 215123, China
| | - Lidong Shan
- Department of Physiology and Neurobiology, Centre for Ion Channelopathy, Suzhou Medical College of Soochow University, Suzhou 215123, China
| | - Dongsheng Jiang
- Precision Research Center for Refractory Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201620, China
- Institute of Regenerative Biology and Medicine, Helmholtz Zentrum München, Munich 81377, Germany
| | - Yuan Zhang
- Department of Geriatrics, Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China
- Jiangsu Key Laboratory of Neuropsychiatric Diseases, Soochow University, Suzhou 215123, China
- MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College of Soochow University, Suzhou 215123, China
| | - Jin Tao
- Department of Physiology and Neurobiology, Centre for Ion Channelopathy, Suzhou Medical College of Soochow University, Suzhou 215123, China
- Jiangsu Key Laboratory of Neuropsychiatric Diseases, Soochow University, Suzhou 215123, China
- MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College of Soochow University, Suzhou 215123, China
| |
Collapse
|
22
|
Shi Y, Wei J, Nie Y, Luo J, Chen T, Xi Q, Zhang Y, Sun J. Plant-derived miR166a-3p packaged into exosomes to cross-kingdom inhibit mammary cell proliferation and promote apoptosis by targeting APLNR gene. Int J Biol Macromol 2025; 286:138470. [PMID: 39645121 DOI: 10.1016/j.ijbiomac.2024.138470] [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: 10/26/2024] [Revised: 12/02/2024] [Accepted: 12/04/2024] [Indexed: 12/09/2024]
Abstract
Plant-derived microRNAs (miRNAs) have attracted significant attention for their potential in cross-kingdom gene regulation, but the mechanisms of their entry, stability, and function in animal bodies need further investigation. We provided an in-depth analysis of tissue-specific miRNA expression in dairy cows, identifying 347 miRNAs, including 16 novel candidates, across 21 normal tissues. Our findings revealed that specific miRNAs, such as miR-192, miR-143, miR-148a, miR-486, and miR-21-5p, showed distinct tissue enrichment. In addition, a total of 167 maize-derived miRNAs were identified in dairy cow tissues, particularly in the rumen, mammary glands, serum, and exosomes. These exogenous miRNAs, which are abundant and conserved among plants, may be absorbed by the SLC46A2 transporter in the rumen epithelium during feeding and distributed to other tissues via exosomal encapsulation. The maize-derived miR166a-3p was highly abundant. Transfection experiments confirmed that miR166a-3p reduces the expression of proliferation markers (PCNA, Cyclin D, and Cyclin E) and the anti-apoptotic gene Bcl2, while upregulating the pro-apoptotic gene Bax. Moreover, exosomes derived from bovine serum were found to mediate these effects, as miR166a-3p-enriched exosomes inhibited cell proliferation and promoted apoptosis, further supporting the cross-kingdom role of plant-derived miRNAs in regulating biological processes. This study enhances the understanding of miRNA regulatory mechanisms, particularly the absorption and systemic transport of plant-derived miRNAs in dairy cows. The findings underscore the potential for using exogenous miRNAs, like miR166a-3p, in agricultural and medical contexts, warranting further investigation into their functions and cross-species interactions.
Collapse
Affiliation(s)
- Yiru Shi
- Guangdong Provincial Key Laboratory of Animal Nutrition Control, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong 510642, China
| | - Junjie Wei
- Guangdong Provincial Key Laboratory of Animal Nutrition Control, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong 510642, China
| | - Ying Nie
- Guangdong Provincial Key Laboratory of Animal Nutrition Control, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong 510642, China
| | - Junyi Luo
- Guangdong Provincial Key Laboratory of Animal Nutrition Control, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong 510642, China
| | - Ting Chen
- Guangdong Provincial Key Laboratory of Animal Nutrition Control, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong 510642, China
| | - Qianyun Xi
- Guangdong Provincial Key Laboratory of Animal Nutrition Control, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong 510642, China
| | - Yongliang Zhang
- Guangdong Provincial Key Laboratory of Animal Nutrition Control, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong 510642, China
| | - Jiajie Sun
- Guangdong Provincial Key Laboratory of Animal Nutrition Control, College of Animal Science, South China Agricultural University, Guangzhou, Guangdong 510642, China.
| |
Collapse
|
23
|
Sarı-Tunel F, Demirkan A, Vural B, Yıldız CE, Komurcu-Bayrak E. Omics Data Integration Uncovers mRNA-miRNA Interaction Regions in Genes Associated with Chronic Venous Insufficiency. Genes (Basel) 2024; 16:40. [PMID: 39858587 PMCID: PMC11765502 DOI: 10.3390/genes16010040] [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: 11/15/2024] [Revised: 12/20/2024] [Accepted: 12/24/2024] [Indexed: 01/27/2025] Open
Abstract
Background/Objectives: Chronic venous insufficiency (CVI), a chronic vascular dysfunction, is a common health problem that causes serious complications such as painful varicose veins and even skin ulcers. Identifying the underlying genetic and epigenetic factors is important for improving the quality of life of individuals with CVI. In the literature, many genes, variants, and miRNAs associated with CVI have been identified through genomic and transcriptomic studies. Despite molecular pathogenesis studies, how the genes associated with CVI are regulated by miRNAs and the effect of variants in binding regions on expression levels are still not fully understood. In this study, previously identified genes, variants, and miRNAs associated with CVI, common variants in the mRNA-miRNA binding regions, were investigated using in silico analyses. Methods: For this purpose, miRNA research tools, MBS (miRNA binding site) database, genome browsers, and the eQTL Calculator in the GTEx portal were used. Results: We identified SNVs associated with CVI that may play a direct role in the miRNA-mediated regulation of the ZNF664, COL1A2, HFE, MDN, MTHFR, SRPX, TDRD5, TSPYL4, VEGFA, and APOE genes. In addition, when the common SNVs in the mRNA binding region of 75 unique CVI related-miRNAs in five candidate genes associated with CVI were examined, seven miRNAs associated with the expression profiles of ABCA1, PIEZO1, and CASZ1 genes were identified. Conclusions: In conclusion, the relationship between genetic markers identified in the literature that play a role in the pathogenesis of the CVI and the expression profiles was evaluated for the first time in the mRNA-miRNA interaction axis.
Collapse
Affiliation(s)
- Fatma Sarı-Tunel
- Department of Genetics, Aziz Sancar Institute of Experimental Medicine, Istanbul University, 34093 Istanbul, Turkey; (F.S.-T.); (B.V.)
- Graduate School Institute of Health Sciences, Istanbul University, 34093 Istanbul, Turkey
| | - Ayse Demirkan
- Section of Statistical Multi-Omics, Department of Clinical and Experimental Medicine, School of Biosciences and Medicine and People-Centred AI Institute, University of Surrey, Guildford GU2 7XH, UK
| | - Burcak Vural
- Department of Genetics, Aziz Sancar Institute of Experimental Medicine, Istanbul University, 34093 Istanbul, Turkey; (F.S.-T.); (B.V.)
| | - Cenk Eray Yıldız
- Department of Cardiovascular Surgery, Institute of Cardiology, Istanbul University-Cerrahpasa, 34098 Istanbul, Turkey;
| | - Evrim Komurcu-Bayrak
- Department of Medical Genetics, Istanbul Faculty of Medicine, Istanbul University, 34093 Istanbul, Turkey;
| |
Collapse
|
24
|
Zhang Y, Li Y, Han H, Wang X, Gao S, Zhao Q, Bieerdebieke H, Xu L, Zang Q, Wang H, Bai P, Lin K. Identification of miRNAs Involved in Olfactory Regulation in Antennae of Beet Webworm, Loxostege sticticalis (Lepidoptera: Pyralidae). Life (Basel) 2024; 14:1705. [PMID: 39768411 PMCID: PMC11677245 DOI: 10.3390/life14121705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Revised: 12/13/2024] [Accepted: 12/14/2024] [Indexed: 01/11/2025] Open
Abstract
The beet webworm, Loxostege sticticalis, is a typical migratory pest. Although miRNAs participate in many physiological functions, little is known about the functions of miRNAs in olfactory regulation. In this study, 1120 (869 known and 251 novel) miRNAs were identified in the antennae of L. sticticalis by using high-throughput sequencing technology. Among the known miRNAs, 189 from 49 families were insect-specific, indicating that these miRNAs might play unique roles in insects. Furthermore, based on the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses, we found that 3647 and 1393 miRNAs were associated with localization and the regulation of localization, respectively, and 80 miRNAs were enriched in the neuroactive ligand-receptor interaction pathway. These miRNAs might be involved in the olfactory system of L. sticticalis. Notably, qRT-PCR showed that most of the tested miRNAs presented similar expression patterns compared with the RNA-seq data and that miR-87-3, novel-miR-78, and novel-miR-142 were significantly differentially expressed in the antennae of males and females. In addition, 21 miRNAs were predicted to target 23 olfactory genes, including 10 odorant-binding proteins (OBPs), 3 chemosensory proteins (CSPs), 4 odorant receptors (ORs), 1 ionotropic receptor (IR), and 5 gustatory receptors (GRs). The olfactory-related miRNAs exhibited low-abundance transcripts, except undef-miR-55 and undef-miR-523, and gender-biased expression was not observed for olfactory-related miRNAs. Our findings provide an overview of the potential miRNAs involved in olfactory regulation, which may provide important information on the function of miRNAs in the insect olfactory system.
Collapse
Affiliation(s)
- Yu Zhang
- Key Laboratory of Biohazard Monitoring, Green Prevention and Control for Artificial Grassland, Ministry of Agriculture and Rural Affairs, Institute of Grassland Research of Chinese Academy of Agricultural Sciences, Hohhot 010010, China; (Y.Z.); (S.G.); (Q.Z.); (L.X.); (H.W.)
| | - Yanyan Li
- Research Center for Grassland Entomology, Inner Mongolia Agricultural University, Hohhot 010020, China; (Y.L.); (H.H.)
| | - Haibin Han
- Research Center for Grassland Entomology, Inner Mongolia Agricultural University, Hohhot 010020, China; (Y.L.); (H.H.)
| | - Xiaoling Wang
- Xilin Gol League Agricultural and Animal Husbandry Technology Promotion Center, Xilinhot 026000, China;
| | - Shujing Gao
- Key Laboratory of Biohazard Monitoring, Green Prevention and Control for Artificial Grassland, Ministry of Agriculture and Rural Affairs, Institute of Grassland Research of Chinese Academy of Agricultural Sciences, Hohhot 010010, China; (Y.Z.); (S.G.); (Q.Z.); (L.X.); (H.W.)
| | - Qing Zhao
- Key Laboratory of Biohazard Monitoring, Green Prevention and Control for Artificial Grassland, Ministry of Agriculture and Rural Affairs, Institute of Grassland Research of Chinese Academy of Agricultural Sciences, Hohhot 010010, China; (Y.Z.); (S.G.); (Q.Z.); (L.X.); (H.W.)
| | - Halima Bieerdebieke
- The Center for Grassland Biological Disaster Prevention of Xinjiang Uygur Autonomous Region, Urumqi 830049, China;
| | - Linbo Xu
- Key Laboratory of Biohazard Monitoring, Green Prevention and Control for Artificial Grassland, Ministry of Agriculture and Rural Affairs, Institute of Grassland Research of Chinese Academy of Agricultural Sciences, Hohhot 010010, China; (Y.Z.); (S.G.); (Q.Z.); (L.X.); (H.W.)
| | - Qicong Zang
- Heilongjiang Province Grassland Station, Harbin 150069, China;
| | - Hui Wang
- Key Laboratory of Biohazard Monitoring, Green Prevention and Control for Artificial Grassland, Ministry of Agriculture and Rural Affairs, Institute of Grassland Research of Chinese Academy of Agricultural Sciences, Hohhot 010010, China; (Y.Z.); (S.G.); (Q.Z.); (L.X.); (H.W.)
| | - Penghua Bai
- Institute of Plant Protection, Tianjin Academy of Agricultural Sciences, Tianjin 300384, China
| | - Kejian Lin
- Key Laboratory of Biohazard Monitoring, Green Prevention and Control for Artificial Grassland, Ministry of Agriculture and Rural Affairs, Institute of Grassland Research of Chinese Academy of Agricultural Sciences, Hohhot 010010, China; (Y.Z.); (S.G.); (Q.Z.); (L.X.); (H.W.)
| |
Collapse
|
25
|
Iyer A, Vaasjo LO, Siththanandan VB, K C R, Thurmon A, Akumuo M, Lu V, Nnebe C, Nair R, Galazo MJ, Tharin S. miR-193b-365 microcluster downstream of Fezf2 coordinates neuron-subtype identity and dendritic morphology in cortical projection neurons. iScience 2024; 27:111500. [PMID: 39759000 PMCID: PMC11697703 DOI: 10.1016/j.isci.2024.111500] [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: 01/16/2024] [Revised: 07/30/2024] [Accepted: 11/26/2024] [Indexed: 01/07/2025] Open
Abstract
Different neuron types develop characteristic axonal and dendritic arborizations that determine their inputs, outputs, and functions. Expression of fate-determinant transcription factors is essential for specification of their distinct identities. However, the mechanisms downstream of fate-determinant factors coordinating different aspects of neuron identity are not understood. Specifically, how distinct projection neurons develop appropriate dendritic arbors that determine their inputs is unknown. Here, we investigate this question in corticospinal and callosal projection neurons. We identified a mechanism linking the corticospinal/corticofugal identity gene Fezf2 with the regulation of dendritic development. We show that miR-193b∼365 microRNA cluster is regulated by Fezf2 and enriched in corticospinal neurons. miR-193b∼365 represses mitogen-activated protein kinase 8 (MAPK8) to regulate corticospinal dendritic development. miR-193b∼365 overexpression in callosal neurons abnormally reduces MAPK8 signal and dendritic complexity. Our findings show that regulation of MAPK8 via miR-193b∼365 cluster regulates dendritic development, providing a mechanism that coordinates projection neuron identity, specified by Fezf2, and neuron-specific dendritic morphology.
Collapse
Affiliation(s)
- Asha Iyer
- Department of Neurosurgery, Stanford University, Stanford, CA 94305, USA
| | - Lee O. Vaasjo
- Neuroscience program, Tulane Brain Institute, Tulane University, New Orleans, LA 70118 USA
| | | | - Rajan K C
- Department of Cell and Molecular Biology, Tulane University, New Orleans, LA 70118 USA
| | - Abbigail Thurmon
- Department of Cell and Molecular Biology, Tulane University, New Orleans, LA 70118 USA
| | - Mauren Akumuo
- Department of Cell and Molecular Biology, Tulane University, New Orleans, LA 70118 USA
| | - Victoria Lu
- Department of Neurosurgery, Stanford University, Stanford, CA 94305, USA
| | - Chelsea Nnebe
- Department of Neurosurgery, Stanford University, Stanford, CA 94305, USA
- Neurosciences PhD program, Stanford University, Stanford, CA 94305, USA
| | - Ramesh Nair
- Stanford Center for Genomics and Personalized Medicine, Stanford, CA 94305, USA
| | - Maria J. Galazo
- Neuroscience program, Tulane Brain Institute, Tulane University, New Orleans, LA 70118 USA
- Department of Cell and Molecular Biology, Tulane University, New Orleans, LA 70118 USA
| | - Suzanne Tharin
- Department of Neurosurgery, Stanford University, Stanford, CA 94305, USA
- Division of Neurosurgery, Palo Alto Veterans Affairs Health Care System, Palo Alto, CA 94304, USA
- Neurosciences PhD program, Stanford University, Stanford, CA 94305, USA
| |
Collapse
|
26
|
Pan B, Chai J, Fei K, Zheng T, Jiang Y. Dynamic changes in the transcriptome and metabolome of pig ovaries across developmental stages and gestation. BMC Genomics 2024; 25:1193. [PMID: 39695358 DOI: 10.1186/s12864-024-11122-3] [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: 07/08/2024] [Accepted: 12/03/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND The ovary is a central organ in the reproductive system that produces oocytes and synthesizes and secretes steroid hormones. Healthy development and regular cyclical change in the ovary is crucial for regulating reproductive processes. However, the key genes and metabolites that regulate ovarian development and pregnancy have not been fully elucidated. This study conducted high-throughput RNA sequencing and untargeted metabolite profiling of the ovarian tissues from Chenghua pigs at four stages, including postnatal day 3 (D3), puberty at the age of about 125 days (Pub), sexual maturity at the age of about 365 days (Y1), and 105 days after pregnancy at the age of about 360 days (Pre). RESULTS A total of 9,264 and 1,593 differentially expressed genes (DEGs) were identified during ovarian development and pregnancy. Several key genes involved in ovarian development, including SQLE, HMGCS1, MSMO1, SCARB1, CYP11A1, HSD3B1, HSD17B1, and SERPINE1 were identified. Similarly, LUM, FN1, PLAUR, SELP, SDC1, and VCAN were considered to be associated with pregnancy maintenance. Overexpression of HSD17B1 in granulosa cells significantly upregulated estrogen synthesis-related genes (HSD3B1, CYP11A1, and STAR); meanwhile, overexpression of PLAUR promotes granulosa cell proliferation. Furthermore, 66, 24, 77, and 7 differentially expressed miRNAs (DEMis) were found, leading to the selection of key miRNAs such as ssc-miR-206, ssc-miR-107, ssc-miR-429, ssc-miR-210, and ssc-miR-133a-3p by differential miRNA-targeted mRNA interaction network; meanwhile, ssc-miR-133a-3p was validated to have a targeting relationship with KCNA1 by dual-luciferase reporter systems assay. At the metabolic levels, androstenedione, 17a-hydroxyprogesterone, dehydroepiandrosterone, and progesterone were identified, with their synthesis regulated by these DEGs in the ovarian steroidogenesis pathway. Furthermore, treatment of cells with androstenedione upregulated the expression of HSD3B1, CYP11A1, and STAR. CONCLUSIONS This study revealed the dynamic changes in the transcriptome and metabolome of pig ovaries across developmental stages and gestation, indicating that it may provide new theoretical insights for improving sow fertility.
Collapse
Affiliation(s)
- Binyun Pan
- Department of Zoology, College of Life Science, Sichuan Agricultural University, Ya'an, Sichuan, 625014, China
| | - Jin Chai
- Department of Zoology, College of Life Science, Sichuan Agricultural University, Ya'an, Sichuan, 625014, China
| | - Kaixin Fei
- Department of Zoology, College of Life Science, Sichuan Agricultural University, Ya'an, Sichuan, 625014, China
| | - Ting Zheng
- Department of Zoology, College of Life Science, Sichuan Agricultural University, Ya'an, Sichuan, 625014, China
| | - Yanzhi Jiang
- Department of Zoology, College of Life Science, Sichuan Agricultural University, Ya'an, Sichuan, 625014, China.
- State Key Laboratory of Swine and Poultry Breeding Industry, College of Animal Science and Technology, Sichuan Agricultural University, , Chengdu, Sichuan, 611130, China.
| |
Collapse
|
27
|
Saveleva L, Cervena T, Mengoni C, Sima M, Krejcik Z, Vrbova K, Sikorova J, Mussalo L, de Crom TOE, Šímová Z, Ivanova M, Shahbaz MA, Penttilä E, Löppönen H, Koivisto AM, Ikram MA, Jalava PI, Malm T, Chew S, Vojtisek-Lom M, Topinka J, Giugno R, Rössner P, Kanninen KM. Transcriptomic and epigenomic profiling reveals altered responses to diesel emissions in Alzheimer's disease both in vitro and in population-based data. Alzheimers Dement 2024; 20:8825-8843. [PMID: 39579047 DOI: 10.1002/alz.14347] [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: 02/02/2024] [Revised: 08/15/2024] [Accepted: 09/21/2024] [Indexed: 11/25/2024]
Abstract
INTRODUCTION Studies have correlated living close to major roads with Alzheimer's disease (AD) risk. However, the mechanisms responsible for this link remain unclear. METHODS We exposed olfactory mucosa (OM) cells of healthy individuals and AD patients to diesel emissions (DE). Cytotoxicity of exposure was assessed, mRNA, miRNA expression, and DNA methylation analyses were performed. The discovered altered pathways were validated using data from the human population-based Rotterdam Study. RESULTS DE exposure resulted in an almost four-fold higher response in AD OM cells, indicating increased susceptibility to DE effects. Methylation analysis detected different DNA methylation patterns, revealing new exposure targets. Findings were validated by analyzing data from the Rotterdam Study cohort and demonstrated a key role of nuclear factor erythroid 2-related factor 2 signaling in responses to air pollutants. DISCUSSION This study identifies air pollution exposure biomarkers and pinpoints key pathways activated by exposure. The data suggest that AD individuals may face heightened risks due to impaired cellular defenses. HIGHLIGHTS Healthy and AD olfactory cells respond differently to DE exposure. AD cells are highly susceptible to DE exposure. The NRF2 oxidative stress response is highly activated upon air pollution exposure. DE-exposed AD cells activate the unfolded protein response pathway. Key findings are also confirmed in a population-based study.
Collapse
Affiliation(s)
- Liudmila Saveleva
- A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Tereza Cervena
- Department of Genetic Toxicology and Epigenetics, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
- Department of Nanotoxicology and Molecular Epidemiology, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
| | - Claudia Mengoni
- Department of Computer Science, University of Verona, Verona, Italy
| | - Michal Sima
- Department of Nanotoxicology and Molecular Epidemiology, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
| | - Zdenek Krejcik
- Department of Genetic Toxicology and Epigenetics, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
| | - Kristyna Vrbova
- Department of Nanotoxicology and Molecular Epidemiology, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
| | - Jitka Sikorova
- Department of Genetic Toxicology and Epigenetics, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
| | - Laura Mussalo
- A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Tosca O E de Crom
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Zuzana Šímová
- Department of Nanotoxicology and Molecular Epidemiology, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
| | - Mariia Ivanova
- A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Muhammad Ali Shahbaz
- A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Elina Penttilä
- Department of Otorhinolaryngology, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland
| | - Heikki Löppönen
- Department of Otorhinolaryngology, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland
| | - Anne M Koivisto
- Department Driving Assessment, Neuro Centre, Kuopio University Hospital, Kuopio, Finland
- Department of Geriatrics, Helsinki University Hospital, Helsinki, Finland
- Department of Neurosciences, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Pasi I Jalava
- Department of Environmental and Biological Sciences, University of Eastern Finland, Kuopio, Finland
| | - Tarja Malm
- A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Sweelin Chew
- A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Michal Vojtisek-Lom
- Department of Genetic Toxicology and Epigenetics, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
- Department of Mechatronics and Computer Engineering, the Technical University of Liberec, Liberec, Czech Republic
- Faculty of Mechanical Engineering, Czech Technical University in Prague, Prague, Czech Republic
| | - Jan Topinka
- Department of Genetic Toxicology and Epigenetics, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
| | - Rosalba Giugno
- Department of Computer Science, University of Verona, Verona, Italy
| | - Pavel Rössner
- Department of Nanotoxicology and Molecular Epidemiology, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
| | - Katja M Kanninen
- A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| |
Collapse
|
28
|
Xia W, Shi N, Li C, Tang A. RNA-Seq and miRNA-Seq data from Epstein-Barr virus-infected tree shrews reveal a ceRNA network contributing to immune microenvironment regulation. Virulence 2024; 15:2306795. [PMID: 38251668 PMCID: PMC10826628 DOI: 10.1080/21505594.2024.2306795] [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: 10/23/2023] [Accepted: 01/12/2024] [Indexed: 01/23/2024] Open
Abstract
Epstein-Barr virus (EBV) infection in humans is ubiquitous and associated with various diseases. Remodeling of the immune microenvironment is the primary cause of EBV infection and pathogenesis; however, the underlying mechanism has not been fully elucidated. In this study, we used whole-transcriptome RNA-Seq to detect mRNAs, long non-coding RNAs (lncRNA), and microRNA (miRNA) profiles in the control group, 3 days, and 28 days after EBV infection, based on the tree shrew model that we reported previously. First, we estimated the proportion of 22 cell types in each sample using CIBERSORT software and identified 18 high-confidence DElncRNAs related to immune microenvironment regulation after EBV infection. Functional enrichment analysis of these differentially expressed lncRNAs primarily focused on the autophagy, endocytosis, and ferroptosis signalling pathways. Moreover, EBV infection affects miRNA expression patterns, and many miRNAs are silenced. Finally, three competing endogenous RNA regulatory networks were built using lncRNAs that significantly correlated with immune cell types, miRNAs that responded to EBV infection, and potentially targeted the mRNA of the miRNAs. Among them, MRPL42-AS-5 might act as an hsa-miR-296-5p "sponge" and compete with target mRNAs, thus increasing mRNA expression level, which could induce immune cell infiltration through the cellular senescence signalling pathway against EBV infection. Overall, we conducted a complete transcriptomic analysis of EBV infection in vivo for the first time and provided a novel perspective for further investigation of EBV-host interactions.
Collapse
Affiliation(s)
- Wei Xia
- Department of Otorhinolaryngology Head and Neck Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
- Ministry of Education, Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor (Guangxi Medical University), Nanning, Guangxi, China
| | - Nan Shi
- Department of Otorhinolaryngology Head and Neck Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
- Ministry of Education, Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor (Guangxi Medical University), Nanning, Guangxi, China
| | - Chaoqian Li
- Department of Emergency, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Anzhou Tang
- Department of Otorhinolaryngology Head and Neck Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
- Ministry of Education, Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor (Guangxi Medical University), Nanning, Guangxi, China
| |
Collapse
|
29
|
Uthayopas K, de Sá AG, Alavi A, Pires DE, Ascher DB. PRIMITI: A computational approach for accurate prediction of miRNA-target mRNA interaction. Comput Struct Biotechnol J 2024; 23:3030-3039. [PMID: 39175797 PMCID: PMC11340604 DOI: 10.1016/j.csbj.2024.06.030] [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: 04/16/2024] [Revised: 06/20/2024] [Accepted: 06/23/2024] [Indexed: 08/24/2024] Open
Abstract
Current medical research has been demonstrating the roles of miRNAs in a variety of cellular mechanisms, lending credence to the association between miRNA dysregulation and multiple diseases. Understanding the mechanisms of miRNA is critical for developing effective diagnostic and therapeutic strategies. miRNA-mRNA interactions emerge as the most important mechanism to be understood despite their experimental validation constraints. Accordingly, several computational models have been developed to predict miRNA-mRNA interactions, albeit presenting limited predictive capabilities, poor characterisation of miRNA-mRNA interactions, and low usability. To address these drawbacks, we developed PRIMITI, a PRedictive model for the Identification of novel miRNA-Target mRNA Interactions. PRIMITI is a novel machine learning model that utilises CLIP-seq and expression data to characterise functional target sites in 3'-untranslated regions (3'-UTRs) and predict miRNA-target mRNA repression activity. The model was trained using a reliable negative sample selection approach and the robust extreme gradient boosting (XGBoost) model, which was coupled with newly introduced features, including sequence and genetic variation information. PRIMITI achieved an area under the receiver operating characteristic (ROC) curve (AUC) up to 0.96 for a prediction of functional miRNA-target site binding and 0.96 for a prediction of miRNA-target mRNA repression activity on cross-validation and an independent blind test. Additionally, the model outperformed state-of-the-art methods in recovering miRNA-target repressions in an unseen microarray dataset and in a collection of validated miRNA-mRNA interactions, highlighting its utility for preliminary screening. PRIMITI is available on a reliable, scalable, and user-friendly web server at https://biosig.lab.uq.edu.au/primiti.
Collapse
Affiliation(s)
- Korawich Uthayopas
- The Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, University of Queensland, Brisbane, QLD 4072, Australia
- Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne, VIC 3004, Australia
| | - Alex G.C. de Sá
- The Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, University of Queensland, Brisbane, QLD 4072, Australia
- Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne, VIC 3004, Australia
- Baker Department of Cardiometabolic Health, University of Melbourne, Parkville, VIC 3010, Australia
| | - Azadeh Alavi
- School of Computational Technology, RMIT University, Melbourne, VIC 3000, Australia
| | - Douglas E.V. Pires
- The Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, University of Queensland, Brisbane, QLD 4072, Australia
- Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne, VIC 3004, Australia
- School of Computing and Information Systems, University of Melbourne, Parkville, VIC 3052, Australia
| | - David B. Ascher
- The Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, University of Queensland, Brisbane, QLD 4072, Australia
- Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne, VIC 3004, Australia
- Baker Department of Cardiometabolic Health, University of Melbourne, Parkville, VIC 3010, Australia
| |
Collapse
|
30
|
Guo C, Wang X, Ren H. Databases and computational methods for the identification of piRNA-related molecules: A survey. Comput Struct Biotechnol J 2024; 23:813-833. [PMID: 38328006 PMCID: PMC10847878 DOI: 10.1016/j.csbj.2024.01.011] [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: 09/11/2023] [Revised: 12/31/2023] [Accepted: 01/15/2024] [Indexed: 02/09/2024] Open
Abstract
Piwi-interacting RNAs (piRNAs) are a class of small non-coding RNAs (ncRNAs) that plays important roles in many biological processes and major cancer diagnosis and treatment, thus becoming a hot research topic. This study aims to provide an in-depth review of computational piRNA-related research, including databases and computational models. Herein, we perform literature analysis and use comparative evaluation methods to summarize and analyze three aspects of computational piRNA-related research: (i) computational models for piRNA-related molecular identification tasks, (ii) computational models for piRNA-disease association prediction tasks, and (iii) computational resources and evaluation metrics for these tasks. This study shows that computational piRNA-related research has significantly progressed, exhibiting promising performance in recent years, whereas they also suffer from the emerging challenges of inconsistent naming systems and the lack of data. Different from other reviews on piRNA-related identification tasks that focus on the organization of datasets and computational methods, we pay more attention to the analysis of computational models, algorithms, and performances that aim to provide valuable references for computational piRNA-related identification tasks. This study will benefit the theoretical development and practical application of piRNAs by better understanding computational models and resources to investigate the biological functions and clinical implications of piRNA.
Collapse
Affiliation(s)
- Chang Guo
- Laboratory of Language Engineering and Computing, Guangdong University of Foreign Studies, Guangzhou 510420, China
| | - Xiaoli Wang
- Institute of Reproductive Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Han Ren
- Laboratory of Language Engineering and Computing, Guangdong University of Foreign Studies, Guangzhou 510420, China
- Laboratory of Language and Artificial Intelligence, Guangdong University of Foreign Studies, Guangzhou 510420, China
| |
Collapse
|
31
|
Sais D, Hill M, Deutsch F, Nguyen PT, Gay V, Tran N. The lncRNA and miRNA regulatory axis in HPV16-positive oropharyngeal cancers. Virology 2024; 600:110220. [PMID: 39244802 DOI: 10.1016/j.virol.2024.110220] [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: 06/03/2024] [Revised: 08/18/2024] [Accepted: 09/02/2024] [Indexed: 09/10/2024]
Abstract
The global rise of oropharyngeal cancers (OPC) associated with the human papillomavirus (HPV) type 16 necessitates a deeper understanding of their underlying molecular mechanisms. Our study utilised RNA-sequencing data from The Cancer Genome Atlas (TCGA) to identify and analyse differentially expressed (DE) long non-coding RNAs (lncRNAs), microRNAs (miRNAs), and messenger RNAs (mRNAs) in HPV16-positive OPC, and to elucidate the interplay within the lncRNA/miRNA/mRNA regulatory network. We revealed 1929 DE lncRNAs and identified a significant expression shift in 37 of these, suggesting a regulatory 'sponge' function for miRNAs that modulate cellular processes. Notably, the lncRNA Linc00911 exhibited decreased expression in HPV16-positive OPC, a change directly attributable to HPV oncogenes E6 and E7 as confirmed by RT-qPCR in cell lines and patient samples. Our comprehensive analysis presents an expansive landscape of ncRNA-mRNA interactions, offering a resource for the ongoing pursuit of elucidating the molecular underpinnings of HPV-driven OPC.
Collapse
Affiliation(s)
- Dayna Sais
- School of Biomedical Engineering, Faculty of Engineering and Information Technology, The University of Technology Sydney, Australia.
| | - Meredith Hill
- Graduate School of Biomedical Engineering, University of New South Wales, Australia
| | - Fiona Deutsch
- School of Biomedical Engineering, Faculty of Engineering and Information Technology, The University of Technology Sydney, Australia
| | - Phuong Thao Nguyen
- Transdisciplinary School, The University of Technology Sydney, Australia
| | - Valerie Gay
- School of Electrical and Data Engineering, Faculty of Engineering and Information Technology, The University of Technology Sydney, Australia
| | - Nham Tran
- School of Biomedical Engineering, Faculty of Engineering and Information Technology, The University of Technology Sydney, Australia.
| |
Collapse
|
32
|
Shamaeizadeh N, Mirian M. MicroRNA-219 in the central nervous system: a potential theranostic approach. Res Pharm Sci 2024; 19:634-655. [PMID: 39911893 PMCID: PMC11792714 DOI: 10.4103/rps.rps_163_23] [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: 08/29/2024] [Revised: 01/16/2024] [Accepted: 04/02/2024] [Indexed: 02/07/2025] Open
Abstract
Despite the recent therapeutic advances in neurological disorders, curative therapy remains a serious challenge in many cases. Even though recent years have witnessed the development of gene therapy from among the different therapeutic approaches affecting pathophysiological mechanisms, intriguing aspects exist regarding the effectiveness, safety, and mechanism of action of gene therapies. Micro ribonucleic acid (microRNA-miRNA), as a fundamental gene regulator, regulates messenger ribonucleic acid (mRNA) by directly binding through the 3'-untranslated region (3'-UTR). MicroRNA-219 is a specific brain-enriched miRNA associated with neurodevelopmental disorders that play crucial roles in the differentiation of oligodendrocyte progenitorcells, promotion of oligodendrocyte maturation, remyelination, and cognitive functions to the extent that it can be considered a potential therapeutic option for demyelination in multiple sclerosis and spinal cord injury and reverse chronic inflammation pains. Additionally, miR-219 regulates the circadian clock, influencing the duration of the circadian clock period. This regulation can impact mood stability and is associated with phase fluctuations in bipolar patients. Furthermore, miR-219 also plays a role in modulating tau toxicity, which is relevant to the pathophysiology of Alzheimer's disease and schizophrenia. Finally, it reportedly has protective effects against seizures and Parkinson's disease, as well as neoplasms, by inhibiting proliferation, suppressing invasion, and inducing cell death in tumor cells. Exploring the miR-219 molecular pathways and their therapeutic effects on central nervous system disorders and the mechanisms involved, the present review study aims to illustrate how this information may change the future of gene therapy.
Collapse
Affiliation(s)
- Nahal Shamaeizadeh
- Department of Pharmaceutics and Novel Drug Delivery Systems Research Centre, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, I.R. Iran
| | - Mina Mirian
- Department of Pharmaceutical Biotechnology, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, I.R. Iran
| |
Collapse
|
33
|
Evers P, Uguccioni SM, Ahmed N, Francis ME, Kelvin AA, Pezacki JP. miR-24-3p Is Antiviral Against SARS-CoV-2 by Downregulating Critical Host Entry Factors. Viruses 2024; 16:1844. [PMID: 39772154 PMCID: PMC11680362 DOI: 10.3390/v16121844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Revised: 11/20/2024] [Accepted: 11/26/2024] [Indexed: 01/11/2025] Open
Abstract
Despite all the progress in treating SARS-CoV-2, escape mutants to current therapies remain a constant concern. Promising alternative treatments for current and future coronaviruses are those that limit escape mutants by inhibiting multiple pathogenic targets, analogous to the current strategies for treating HCV and HIV. With increasing popularity and ease of manufacturing of RNA technologies for vaccines and drugs, therapeutic microRNAs represent a promising option. In the present work, miR-24-3p was identified to inhibit SARS-CoV-2 entry, replication, and production; furthermore, this inhibition was retained against common mutations improving SARS-CoV-2 fitness. To determine the mechanism of action, bioinformatic tools were employed, identifying numerous potential effectors promoting infection targeted by miR-24-3p. Of these targets, several key host proteins for priming and facilitating SARS-CoV-2 entry were identified: furin, NRP1, NRP2, and SREBP2. With further experimental analysis, we show that miR-24-3p directly downregulates these viral entry factors to impede infection when producing virions and when infecting the target cell. Furthermore, we compare the findings with coronavirus, HCoV-229E, which relies on different factors strengthening the miR-24-3p mechanism. Taken together, the following work suggests that miR-24-3p could be an avenue to treat current coronaviruses and those likely to emerge.
Collapse
Affiliation(s)
- Parrish Evers
- Department of Chemistry and Biomolecular Sciences, University of Ottawa, Ottawa, ON K1N 6N6, Canada; (P.E.); (S.M.U.)
| | - Spencer M. Uguccioni
- Department of Chemistry and Biomolecular Sciences, University of Ottawa, Ottawa, ON K1N 6N6, Canada; (P.E.); (S.M.U.)
| | - Nadine Ahmed
- Department of Chemistry and Biomolecular Sciences, University of Ottawa, Ottawa, ON K1N 6N6, Canada; (P.E.); (S.M.U.)
| | - Magen E. Francis
- Vaccine and Infectious Disease Organization (VIDO), University of Saskatchewan, Saskatoon, SK S7N 5E3, Canada; (M.E.F.); (A.A.K.)
- Department of Biochemistry, Microbiology, and Immunology, University of Saskatchewan, Saskatoon, SK S7N 5E3, Canada
| | - Alyson A. Kelvin
- Vaccine and Infectious Disease Organization (VIDO), University of Saskatchewan, Saskatoon, SK S7N 5E3, Canada; (M.E.F.); (A.A.K.)
- Department of Biochemistry, Microbiology, and Immunology, University of Saskatchewan, Saskatoon, SK S7N 5E3, Canada
| | - John P. Pezacki
- Department of Chemistry and Biomolecular Sciences, University of Ottawa, Ottawa, ON K1N 6N6, Canada; (P.E.); (S.M.U.)
| |
Collapse
|
34
|
Godang NL, Nguyen AD, DeMeis JD, Paudel SS, Campbell NJ, Barnes KJ, Jeon K, Roussell AS, Gregson KA, Borchert GM. tRNA, yRNA, and rRNA fragment excisions do not involve canonical microRNA biogenesis machinery. MICROPUBLICATION BIOLOGY 2024; 2024:10.17912/micropub.biology.001332. [PMID: 39634108 PMCID: PMC11615671 DOI: 10.17912/micropub.biology.001332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 11/14/2024] [Accepted: 11/15/2024] [Indexed: 12/07/2024]
Abstract
The excision of specific tRNA-derived small RNAs (tsRNAs), yRNA-derived small RNAs (ysRNAs) and ribosomal RNA-derived small RNAs (rsRNAs) is now well established. Several reports have suggested many of these fragments function much like traditional microRNAs (miRNAs). That said, whereas the expressions of the majority of appreciably expressed miRNAs in HCT116 colon cancer cells are significantly decreased in individual knockouts (KOs) of DROSHA, DGCR8, XPO5, and DICER, on average, only 3.5% of tsRNA, ysRNA, and rsRNA expressions are impaired. Conversely, tsRNA, ysRNA, and rsRNA expressions are significantly increased in each of these KOs as compared to WT. As such, although DICER has been suggested to be involved with the expression of specific tsRNAs, ysRNAs, and rsRNAs, our study finds no evidence supporting the involvement of any of these canonical miRNA biogenesis enzymes in their expressions.
Collapse
Affiliation(s)
- Noel L Godang
- Pharmacology, University of South Alabama College of Medicine, Mobile, AL
| | - Anita D Nguyen
- Pharmacology, University of South Alabama College of Medicine, Mobile, AL
| | - Jeffrey D DeMeis
- Pharmacology, University of South Alabama College of Medicine, Mobile, AL
| | - Sunita S Paudel
- Pharmacology, University of South Alabama College of Medicine, Mobile, AL
| | - Nick J Campbell
- Computer Science, University of South Alabama School of Computing, Mobile, AL
| | | | | | | | | | - Glen M Borchert
- Pharmacology, University of South Alabama College of Medicine, Mobile, AL
| |
Collapse
|
35
|
Han Z, Wang L, Xu S, Zhang H, Cheng J, Pan S. Microvesicle-Shuttled microRNA-130b Activates the Hepatic Inflammation by Inhibiting Glucocorticoid-Receptor-Mediated Immunosuppression in High-Fat Diet-Induced Obese Mice. Vet Sci 2024; 11:565. [PMID: 39591339 PMCID: PMC11599092 DOI: 10.3390/vetsci11110565] [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: 08/12/2024] [Revised: 10/06/2024] [Accepted: 11/11/2024] [Indexed: 11/28/2024] Open
Abstract
Metabolism-disorder-induced liver diseases have become increasingly prevalent worldwide and are clinically linked to obesity and type 2 diabetes. In addition, a large number of previous literature studies have indicated that plasma miR-130b is a promising biomarker for the early diagnosis and treatment of obesity. However, whether miRNA-130b that was positively correlated with obesity resulted in hepatic inflammation needs to be further studied. Therefore, the study aims to determine the effect of microvesicle-shuttled miRNA-130b (miR-130b-MV) on the hepatic inflammation and its potential mechanism in high-fat diet-induced obese mice. Three-week-old C57BL/6 mice were fed a high-fat diet for eight weeks. Then, the obese mice received tail vein injections of MV-packaged scrambled control microRNA (miR-SC-MV) or miR-130b-MV every other day for 10 days. Compared with the control group, the miR-130b-MV injection significantly reduced the body weight while increasing the ratio of liver wet weight to total body weight. In addition, the miR-130b-MV injection significantly activated the hepatic inflammation by increasing the expression of proinflammatory genes, although the plasma concentrations of IL-6 and TNF-α were only slightly increased. Furthermore, the miR-130b-MV injection significantly increased the hepatic miR-130b expression while significantly suppressing the protein expression and phosphorylation of GR, a potential target of miR-130b. Moreover, the miR-130b overexpression results in a decrease in the expression of endogenous GR protein and a decrease in the activity of the luciferase reporter of GR 3'-UTR. In addition, the miR-130b-MV injection significantly upregulated NF-kB (p50) in both the cytoplasm and nucleus, showing enhanced proinflammation response. The above results demonstrated that miR-130b-MV activated the hepatic inflammation by inhibiting GR-mediated immunosuppression in high-fat diet-induced obese mice, suggesting a novel mechanism underlying the obesity-induced hepatic inflammation, and the inhibition of miR-130b may serve as a new molecular therapeutic target for the prevention and treatment of hepatic inflammation.
Collapse
Affiliation(s)
- Zhengqiang Han
- College of Animal Science and Food Engineering, Jinling Institute of Technology, Nanjing 210038, China; (Z.H.); (S.X.)
| | - Lijun Wang
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, China; (L.W.); (J.C.)
| | - Shiyong Xu
- College of Animal Science and Food Engineering, Jinling Institute of Technology, Nanjing 210038, China; (Z.H.); (S.X.)
| | - Horsen Zhang
- Lesaffre (Mingguang) Co., Ltd., Chuzhou 239000, China;
| | - Ji Cheng
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, China; (L.W.); (J.C.)
- Jiangsu Co-Innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, Yangzhou University, Yangzhou 225009, China
| | - Shifeng Pan
- College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, China; (L.W.); (J.C.)
- Jiangsu Co-Innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, Yangzhou University, Yangzhou 225009, China
| |
Collapse
|
36
|
Guo S, Cong B, Zhu L, Zhang Y, Yang Y, Qi X, Wang X, Xiao L, Long C, Xu Y, Sheng X. Whole transcriptome sequencing of testis and epididymis reveals genes associated with sperm development in roosters. BMC Genomics 2024; 25:1029. [PMID: 39497056 PMCID: PMC11533344 DOI: 10.1186/s12864-024-10836-8] [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: 05/27/2024] [Accepted: 09/25/2024] [Indexed: 11/06/2024] Open
Abstract
BACKGROUND Chickens play a crucial role as the primary global source of eggs and poultry, and the quality of rooster semen significantly impacts poultry reproductive efficiency. Therefore, it is imperative to comprehend the regulatory mechanisms underlying sperm development. RESULTS In this study, we established transcriptome profiles of lncRNAs, miRNAs, and mRNAs in 3 testis tissues and 3 epididymis tissues from "Jing Hong No.1" roosters at 24, 35, and 64 weeks of age. Using the data, we conducted whole transcriptome analysis and constructed a ceRNA network. We detected 10 differentially expressed mRNAs (DEmRNAs), 33 differentially expressed lncRNAs (DElncRNAs), and 10 differentially expressed miRNAs (DEmiRNAs) in the testis, as well as 149 DEmRNAs, 12 DElncRNAs, and 10 DEmiRNAs in the epididymis. These genes were found to be involved in cell differentiation and development, as well as various signaling pathways such as GnRH, MAPK, TGF-β, mTOR, VEGF, and calcium ion pathways. Subsequently, we constructed two competing endogenous RNA (ceRNA) networks comprising DEmRNAs, DElncRNAs, and DEmiRNAs. Furthermore, we identified four crucial lncRNA-mRNA-miRNA interactions that govern specific biological processes in the chicken reproductive system: MSTRG.2423.1-gga-miR-1563-PPP3CA and MSTRG.10064.2-gga-miR-32-5p-GPR12 regulating sperm motility in the testis; MSTRG.152556.1-gga-miR-9-3p-GREM1/THYN1 governing immunomodulation in the epididymis; and MSTRG.124708.1-gga-miR-375-NDUFB9/YBX1 controlling epididymal sperm maturation and motility. CONCLUSIONS Whole transcriptome sequencing of chicken testis and epididymis screened several key genes and ceRNA regulatory networks, which may be involved in the regulation of epididymal immunity, spermatogenesis and sperm viability through the pathways of MAPK, TGF-β, mTOR, and calcium ion. These findings contribute to our comprehensive understanding of the intricate molecular processes underlying rooster spermatogenesis, maturation and motility.
Collapse
Affiliation(s)
- Shihao Guo
- Animal Science and Technology College, Beijing University of Agriculture, Beijing, 102206, China
| | - Bailin Cong
- Animal Science and Technology College, Beijing University of Agriculture, Beijing, 102206, China
| | - Liyang Zhu
- Animal Science and Technology College, Beijing University of Agriculture, Beijing, 102206, China
| | - Yao Zhang
- Animal Science and Technology College, Beijing University of Agriculture, Beijing, 102206, China
| | - Ying Yang
- Animal Science and Technology College, Beijing University of Agriculture, Beijing, 102206, China
| | - Xiaolong Qi
- Animal Science and Technology College, Beijing University of Agriculture, Beijing, 102206, China
| | - Xiangguo Wang
- Animal Science and Technology College, Beijing University of Agriculture, Beijing, 102206, China
| | - Longfei Xiao
- Animal Science and Technology College, Beijing University of Agriculture, Beijing, 102206, China
| | - Cheng Long
- Animal Science and Technology College, Beijing University of Agriculture, Beijing, 102206, China
| | - Yaxi Xu
- Animal Science and Technology College, Beijing University of Agriculture, Beijing, 102206, China.
| | - Xihui Sheng
- Animal Science and Technology College, Beijing University of Agriculture, Beijing, 102206, China.
| |
Collapse
|
37
|
Ou J, Wang X, Luan X, Yu S, Chen H, Dong H, Zhang B, Xu Z, Liu Y, Zhao W. Comprehensive analysis of the mRNA and miRNA transcriptome implicated in the immune response of Procambarus clarkii to Spiroplasma eriocheiris. Microb Pathog 2024; 196:106928. [PMID: 39270754 DOI: 10.1016/j.micpath.2024.106928] [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: 02/15/2024] [Revised: 07/09/2024] [Accepted: 09/09/2024] [Indexed: 09/15/2024]
Abstract
In recent years, the red swamp crayfish (Procambarus clarkii, P. clarkii) farming industry has suffered huge economic losses due to the pathogenic bacterium Spiroplasma eriocheiris (S. eriocheiris). To elucidate the immune response mechanism and identify hub immune genes as well as their associated microRNAs that regulate the host response of P. clarkii against S. eriocheiris infection, we conducted a comprehensive analysis on P. clarkii hemocyte mRNA and microRNA (miRNA) transcriptomes at different infection stages using third- and second-generation sequencing technologies. In full-length transcriptome functional annotation, 8155 unigenes were annotated, and 1168 potential new transcripts were predicted. In the mRNA transcriptome, a total of 3168 differentially expressed genes were identified at different infection stages, including 1492 upregulated and 1676 downregulated genes (duplicate genes excluded). Transcriptome analysis revealed 880 differentially expressed genes involved in multiple pathways and processes such as endocytosis, autophagy, lysosome, mTOR signaling, phagosome, and the Fanconi anemia pathway. Mfuzz analysis was employed to integrate and cluster the differential expression trends of genes across the three infection stages. In the miRNA transcriptome, 234 miRNAs and 966 predicted target genes were identified, with 86 differentially expressed miRNAs identified across the three time periods. A significant difference (P < 0.05) was observed for miRNAs including pcl-miR-146-3p, pcl-miR-74-3p, pcl-miR-225-5p, and pcl-miR-68-5p. These miRNAs are involved in multiple immune and autophagy-related pathways and have regulatory effects on immune genes including Vps26, lqf, and ERK-A. Based on the differentially expressed immune-related genes, we constructed a protein-protein interaction (PPI) network, which revealed the interactions among hub genes including Rac1, Akt1, Rho1, and Egfr. We also constructed a miRNA-gene interaction network in immune and autophagy-related processes, highlighting the potential regulatory effects of miRNAs including pcl-miR-183-5p, pcl-miR-146-3p, pcl-miR-176-5p, and pcl-miR-225-5p on proteins including LST8, SNAP29, Rab-7A, and ERK-A. To conclude, this study has identified hub immune genes and corresponding regulatory miRNAs in P. clarkii hemocytes in response to S. eriocheiris infection and explored the roles of these genes in selected pathways and processes. These findings are expected to provide further insights into the molecular mechanisms that confer resistance to S. eriocheiris infection in P. clarkii.
Collapse
Affiliation(s)
- Jiangtao Ou
- Jiangsu Key Laboratory of Biochemistry and Biotechnology of Marine Wetland, School of Marine and Biological Engineering, Yancheng Institute of Technology, Yancheng, 224051, Province Jiangsu, China.
| | - Xiang Wang
- Jiangsu Key Laboratory of Biochemistry and Biotechnology of Marine Wetland, School of Marine and Biological Engineering, Yancheng Institute of Technology, Yancheng, 224051, Province Jiangsu, China
| | - Xiaoqi Luan
- Jiangsu Key Laboratory of Biochemistry and Biotechnology of Marine Wetland, School of Marine and Biological Engineering, Yancheng Institute of Technology, Yancheng, 224051, Province Jiangsu, China; Jiangsu Key Laboratory for Biodiversity & Biotechnology and Jiangsu Key Laboratory for Aquatic Crustacean Diseases, College of Life Sciences, Nanjing Normal University, 1 Wenyuan Road, Nanjing, 210023, China
| | - Shuai Yu
- Jiangsu Key Laboratory of Biochemistry and Biotechnology of Marine Wetland, School of Marine and Biological Engineering, Yancheng Institute of Technology, Yancheng, 224051, Province Jiangsu, China
| | - Hao Chen
- Jiangsu Key Laboratory of Biochemistry and Biotechnology of Marine Wetland, School of Marine and Biological Engineering, Yancheng Institute of Technology, Yancheng, 224051, Province Jiangsu, China
| | - Huizi Dong
- Jiangsu Key Laboratory of Biochemistry and Biotechnology of Marine Wetland, School of Marine and Biological Engineering, Yancheng Institute of Technology, Yancheng, 224051, Province Jiangsu, China
| | - Benhou Zhang
- Jiangsu Key Laboratory of Biochemistry and Biotechnology of Marine Wetland, School of Marine and Biological Engineering, Yancheng Institute of Technology, Yancheng, 224051, Province Jiangsu, China
| | - Zheqi Xu
- Jiangsu Key Laboratory of Biochemistry and Biotechnology of Marine Wetland, School of Marine and Biological Engineering, Yancheng Institute of Technology, Yancheng, 224051, Province Jiangsu, China
| | - Yang Liu
- Jiangsu Key Laboratory of Biochemistry and Biotechnology of Marine Wetland, School of Marine and Biological Engineering, Yancheng Institute of Technology, Yancheng, 224051, Province Jiangsu, China
| | - Weihong Zhao
- Jiangsu Key Laboratory of Biochemistry and Biotechnology of Marine Wetland, School of Marine and Biological Engineering, Yancheng Institute of Technology, Yancheng, 224051, Province Jiangsu, China
| |
Collapse
|
38
|
Yuming T, Ying Z, Jiani S, Weiyan Y, Duowu Z. Serum Exosomal MicroRNAs as Potential Biomarkers for Centrally Mediated Abdominal Pain Syndrome. THE JOURNAL OF PAIN 2024; 25:104616. [PMID: 38936748 DOI: 10.1016/j.jpain.2024.104616] [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: 04/06/2024] [Revised: 06/09/2024] [Accepted: 06/19/2024] [Indexed: 06/29/2024]
Abstract
Centrally mediated abdominal pain syndrome (CAPS) has generated a heavy disease burden worldwide. This study aimed to explore the serum exosomal microRNAs (miRNAs) as potential diagnostic biomarkers for CAPS. From September 2022 to October 2023, 97 patients with CAPS and 96 healthy subjects were enrolled. Differentially expressed serum exosomal miRNAs between patients with CAPS and healthy controls were identified by high-throughput sequencing and quantitative real-time polymerase chain reaction. The receiver operating characteristic curves and multivariate logistic regression analysis were used to evaluate the diagnostic value of the serum exosomal miRNAs. MiR-6850-5p, miR-194-5p, miR-199a-3p, and miR-4525 were significantly downregulated in serum exomes of CAPS patients compared with healthy controls, which yielded the area under curve (AUC) values of .914 (95% confidence interval (CI), .873-.954), .767 (95% CI, .695-.839), .617 (95% CI, .527-.708), and .561 (95% CI, .465-.656), respectively, to distinguish CAPS patients from healthy subjects. And AUC of the integration of the above 4 miRNAs was .931 (95% CI, .896-.966). Multivariate logistic regression indicated that hsa-miR-6850-5p (odds ratio (OR) = .046, P < .001), anxiety (OR = 7.670, P = .025), and depression (OR = 22.967, P = .008) were the independent predictors of CAPS. Serum exosomal miR-6850-5p is a promising diagnostic biomarker for CAPS. PERSPECTIVE: This study may be the first to explore serum exosomal miRNAs as new diagnostic biomarkers for CAPS, and the findings may help clinicians to access comprehensive understanding and accurate diagnosis of CAPS.
Collapse
Affiliation(s)
- Tang Yuming
- Department of Gastroenterology, Shanghai Jiao Tong University Medical School Affiliated Ruijin Hospital, Shanghai, China
| | - Zhu Ying
- Department of Gastroenterology, Shanghai Jiao Tong University Medical School Affiliated Ruijin Hospital, Shanghai, China
| | - Song Jiani
- Department of Gastroenterology, Shanghai Jiao Tong University Medical School Affiliated Ruijin Hospital, Shanghai, China
| | - Yao Weiyan
- Department of Gastroenterology, Shanghai Jiao Tong University Medical School Affiliated Ruijin Hospital, Shanghai, China
| | - Zou Duowu
- Department of Gastroenterology, Shanghai Jiao Tong University Medical School Affiliated Ruijin Hospital, Shanghai, China.
| |
Collapse
|
39
|
Hu Z, Li G, Luo X, Peng W, Liu J, Zhu X, Wu J. Identification of Cancer Driver Genes based on Dynamic Incentive Model. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2024; 21:2371-2381. [PMID: 39316497 DOI: 10.1109/tcbb.2024.3467119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/26/2024]
Abstract
Cancer is a complex genomic mutation disease, and identifying cancer driver genes promotes the development of targeted drugs and personalized therapies. The current computational method takes less consideration of the relationship among features and the effect of noise in protein-protein interaction(PPI) data, resulting in a low recognition rate. In this paper, we propose a cancer driver genes identification method based on dynamic incentive model, DIM. This method firstly constructs a hypergraph to reduce the impact of false positive data in PPI. Then, the importance of genes in each hyperedge in hypergraph is considered from three perspectives, network and functional score(NFS) is proposed. By analyzing the relation among features, the dynamic incentive model is proposed to fuse NFS, the differential expression score of mRNA and the differential expression score of miRNA. DIM is compared with some classical methods on breast cancer, lung cancer, prostate cancer, and pan-cancer datasets. The results show that DIM has the best performance on statistical evaluation indicators, functional consistency and the partial area under the ROC curve, and has good cross-cancer capability.
Collapse
|
40
|
Samani SL, Barlow SC, Freeburg LA, Catherwood GM, Churillo AM, Jones TL, Altomare D, Ji H, Shtutman M, Zile MR, Shazly T, Spinale FG. Heart failure with preserved ejection fraction in pigs causes shifts in posttranscriptional checkpoints. Am J Physiol Heart Circ Physiol 2024; 327:H1272-H1285. [PMID: 39240258 PMCID: PMC11560071 DOI: 10.1152/ajpheart.00551.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 08/30/2024] [Accepted: 09/03/2024] [Indexed: 09/07/2024]
Abstract
Left ventricular pressure overload (LVPO) can lead to heart failure with a preserved ejection fraction (HFpEF) and LV chamber stiffness (LV Kc) is a hallmark. This project tested the hypothesis that the development of HFpEF due to an LVPO stimulus will alter posttranscriptional regulation, specifically microRNAs (miRs). LVPO was induced in pigs (n = 9) by sequential ascending aortic cuff and age- and weight-matched pigs (n = 6) served as controls. LV function was measured by echocardiography and LV Kc by speckle tracking. LV myocardial miRs were quantified using an 84-miR array. Treadmill testing and natriuretic peptide-A (NPPA) mRNA levels in controls and LVPO were performed (n = 10, n = 9, respectively). LV samples from LVPO and controls (n = 6, respectively) were subjected to RNA sequencing. LV mass and Kc increased by over 40% with LVPO (P < 0.05). A total of 30 miRs shifted with LVPO of which 11 miRs correlated to LV Kc (P < 0.05) that mapped to functional domains relevant to Kc such as fibrosis and calcium handling. LVPO resulted in reduced exercise tolerance (oxygen saturation, respiratory effort) and NPPA mRNA levels increased by fourfold (P < 0.05). RNA analysis identified several genes that mapped to specific miRs that were altered with LVPO. In conclusion, a specific set of miRs are changed in a large animal model consistent with the HFpEF phenotype, were related to LV stiffness properties, and several miRs mapped to molecular pathways that may hold relevance in terms of prognosis and therapeutic targets.NEW & NOTEWORTHY Heart failure with preserved ejection fraction (HFpEF) is an ever-growing cause for the HF burden. HFpEF is particularly difficult to treat as the mechanisms responsible for this specific form of HF are poorly understood. Using a relevant large animal model, this study uncovered a unique molecular signature with the development of HFpEF that regulates specific biological pathways relevant to the progression of this ever-growing cause of HF.
Collapse
Affiliation(s)
- Stephanie L Samani
- Cell Biology and Anatomy, University of South Carolina School of Medicine, Columbia, South Carolina, United States
- Columbia Veteran Affairs Health Care System, Columbia, South Carolina, United States
| | - Shayne C Barlow
- Cell Biology and Anatomy, University of South Carolina School of Medicine, Columbia, South Carolina, United States
| | - Lisa A Freeburg
- Cell Biology and Anatomy, University of South Carolina School of Medicine, Columbia, South Carolina, United States
- Columbia Veteran Affairs Health Care System, Columbia, South Carolina, United States
| | - Grayson M Catherwood
- Cell Biology and Anatomy, University of South Carolina School of Medicine, Columbia, South Carolina, United States
| | - Amelia M Churillo
- Cell Biology and Anatomy, University of South Carolina School of Medicine, Columbia, South Carolina, United States
- Columbia Veteran Affairs Health Care System, Columbia, South Carolina, United States
| | - Traci L Jones
- Cell Biology and Anatomy, University of South Carolina School of Medicine, Columbia, South Carolina, United States
| | - Diego Altomare
- Drug Discovery and Biomedical Sciences, College of Pharmacy, University of South Carolina, Columbia, South Carolina, United States
| | - Hao Ji
- Drug Discovery and Biomedical Sciences, College of Pharmacy, University of South Carolina, Columbia, South Carolina, United States
| | - Michael Shtutman
- Drug Discovery and Biomedical Sciences, College of Pharmacy, University of South Carolina, Columbia, South Carolina, United States
| | - Michael R Zile
- Division of Cardiology, Ralph H. Johnson Department of Veterans Affairs Medical Center, Medical University of South Carolina, Charleston, South Carolina, United States
| | - Tarek Shazly
- College of Engineering and Computing, University of South Carolina, Columbia, South Carolina, United States
| | - Francis G Spinale
- Cell Biology and Anatomy, University of South Carolina School of Medicine, Columbia, South Carolina, United States
- Cardiovascular Translational Research Center, University of South Carolina, Columbia, South Carolina, United States
- Columbia Veteran Affairs Health Care System, Columbia, South Carolina, United States
| |
Collapse
|
41
|
Zheng X, Huang J, Meng J, Wang H, Chen L, Yao J. Identification and Experimental Verification of PDK4 as a Potential Biomarker for Diagnosis and Treatment in Rheumatoid Arthritis. Mol Biotechnol 2024:10.1007/s12033-024-01297-1. [PMID: 39466354 DOI: 10.1007/s12033-024-01297-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 09/27/2024] [Indexed: 10/30/2024]
Abstract
BACKGROUND Rheumatoid arthritis (RA) is a chronic autoimmune disorder marked by sustained joint inflammation, with an etiology that remains elusive. Achieving an early and precise diagnosis poses significant challenges. This study aims to elucidate the molecular pathways involved in RA pathogenesis by screening genes associated with its occurrence, analyzing the related molecular activities, and ultimately developing more effective molecular-level treatments for RA. METHODS Microarray expression profiling datasets GSE1919, GSE10500, GSE15573, GSE77298, GSE206848, and GSE236924 were sourced from the Gene Expression Omnibus (GEO) database. Samples were divided into experimental (RA) and control (normal) groups. Differentially expressed genes (DEGs) were identified using R software packages such as limma, glmnet, e1071 as well as randomForest. Cross-validation of DEGs was conducted using lasso regression and the random forest (RF) algorithm in R software to pinpoint intersecting genes that met the criteria. Among these, one gene was selected as the target for correlation analysis to identify DEGs related to the target gene. Enrichment analysis utilized the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway databases and Gene Ontology (GO) data. Gene Set Enrichment Analysis (GSEA) was performed to compare the expression levels of the target gene (PDK4) across various biological pathways and functions in groups with high and low expression. The relationship between target gene expression levels and cellular immune function was assessed using the immune function score technique. The discrepancy in immune cell distribution between the control and experimental groups, as well as their correlation with target gene expression levels, was elucidated using CIBERSORT. The relationships between mRNA, lncRNA, and miRNA were depicted in the ceRNA regulation network. The expression levels of the target gene were validated using Western blot and qRT-PCR. RESULTS In this study, six intersecting genes meeting the criteria were identified through cross-validation, and PDK4 was chosen as the target gene for further investigation. Functional analysis using Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Gene Set Enrichment Analysis (GSEA) revealed that PDK4-associated DEGs are primarily enriched in the PPAR signaling pathway, thereby regulating synovial cell proliferation and migration, ultimately influencing the onset and progression of rheumatoid arthritis (RA). Immune infiltration analysis suggested that eosinophil quantity may influence the progression of RA. Experimental results from PCR and Western blot confirmed the downregulation of PDK4 in the RA group. CONCLUSION The significant downregulation of PDK4 expression in patients diagnosed with rheumatoid arthritis (RA) was confirmed. PDK4 may function as a novel regulatory factor in the onset and progression of RA, with potential applications as a diagnostic biomarker for the condition.
Collapse
Affiliation(s)
- Xifan Zheng
- Bone and Joint Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
| | - Junpu Huang
- Bone and Joint Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
| | - Jinzhi Meng
- Bone and Joint Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
| | - Hongtao Wang
- Bone and Joint Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
| | - Lingyun Chen
- Spine Surgery, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
| | - Jun Yao
- Bone and Joint Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China.
| |
Collapse
|
42
|
Li X, Ma F, Wang S, Tang T, Ma L, Qiao Z, Ma Z, Wang J, Liu Z. Micro RNA-175 Targets Claudin-1 to Inhibit Madin-Darby Canine Kidney Cell Adhesion. Genes (Basel) 2024; 15:1333. [PMID: 39457456 PMCID: PMC11506999 DOI: 10.3390/genes15101333] [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: 09/03/2024] [Revised: 10/12/2024] [Accepted: 10/14/2024] [Indexed: 10/28/2024] Open
Abstract
Background: The Madin-Darby canine kidney (MDCK) cell line constitutes a key component of influenza vaccine production, but its dependence on adherent growth limits cell culture density and hinders vaccine yield. There is evidence that the use of gene editing techniques to inhibit cell adhesion and establish an easily suspended cell line can improve vaccine yield; however, the mechanisms underlying MDCK cell adhesion are unclear. Methods: In this study, we used transcriptomics to analyse differentially expressed mRNAs and miRNAs in adherent and suspension cultures of MDCK cells. Results: We found that claudin-1 (CLDN1) expression was downregulated in the suspension MDCK cells and that CLDN1 promotes MDCK cell-extracellular matrix adhesion. Additionally, microRNA (miR)-175 expression was upregulated in the suspension MDCK cells. Importantly, we demonstrated that miR-175 inhibits MDCK cell adhesion by targeting the CLDN1 3'-untranslated region (UTR). These findings contribute to a more comprehensive understanding of the regulatory mechanisms modulating cell adhesion and provide a basis for establishing suspension-adapted, genetically engineered cell lines. Our work could also facilitate the identification of targets for tumour therapy.
Collapse
Affiliation(s)
- Xiaoyun Li
- Engineering Research Center of Key Technology and Industrialization of Cell-Based Vaccine, Ministry of Education, Northwest Minzu University, Lanzhou 730030, China; (X.L.); (F.M.); (S.W.); (T.T.); (Z.Q.); (Z.M.)
- Gansu Tech Innovation Center of Animal Cell, Biomedical Research Center, Northwest Minzu University, Lanzhou 730030, China
- Life Science and Engineering College, Northwest Minzu University, Lanzhou 730030, China;
| | - Fangfang Ma
- Engineering Research Center of Key Technology and Industrialization of Cell-Based Vaccine, Ministry of Education, Northwest Minzu University, Lanzhou 730030, China; (X.L.); (F.M.); (S.W.); (T.T.); (Z.Q.); (Z.M.)
- Gansu Tech Innovation Center of Animal Cell, Biomedical Research Center, Northwest Minzu University, Lanzhou 730030, China
- Life Science and Engineering College, Northwest Minzu University, Lanzhou 730030, China;
| | - Siya Wang
- Engineering Research Center of Key Technology and Industrialization of Cell-Based Vaccine, Ministry of Education, Northwest Minzu University, Lanzhou 730030, China; (X.L.); (F.M.); (S.W.); (T.T.); (Z.Q.); (Z.M.)
- Gansu Tech Innovation Center of Animal Cell, Biomedical Research Center, Northwest Minzu University, Lanzhou 730030, China
- Life Science and Engineering College, Northwest Minzu University, Lanzhou 730030, China;
| | - Tian Tang
- Engineering Research Center of Key Technology and Industrialization of Cell-Based Vaccine, Ministry of Education, Northwest Minzu University, Lanzhou 730030, China; (X.L.); (F.M.); (S.W.); (T.T.); (Z.Q.); (Z.M.)
- Gansu Tech Innovation Center of Animal Cell, Biomedical Research Center, Northwest Minzu University, Lanzhou 730030, China
- Life Science and Engineering College, Northwest Minzu University, Lanzhou 730030, China;
| | - Liyuan Ma
- Life Science and Engineering College, Northwest Minzu University, Lanzhou 730030, China;
| | - Zilin Qiao
- Engineering Research Center of Key Technology and Industrialization of Cell-Based Vaccine, Ministry of Education, Northwest Minzu University, Lanzhou 730030, China; (X.L.); (F.M.); (S.W.); (T.T.); (Z.Q.); (Z.M.)
- Gansu Tech Innovation Center of Animal Cell, Biomedical Research Center, Northwest Minzu University, Lanzhou 730030, China
- Key Laboratory of Biotechnology & Bioengineering of State Ethnic Affairs Commission, Biomedical Research Center, Northwest Minzu University, Lanzhou 730030, China
| | - Zhongren Ma
- Engineering Research Center of Key Technology and Industrialization of Cell-Based Vaccine, Ministry of Education, Northwest Minzu University, Lanzhou 730030, China; (X.L.); (F.M.); (S.W.); (T.T.); (Z.Q.); (Z.M.)
- Gansu Tech Innovation Center of Animal Cell, Biomedical Research Center, Northwest Minzu University, Lanzhou 730030, China
- Key Laboratory of Biotechnology & Bioengineering of State Ethnic Affairs Commission, Biomedical Research Center, Northwest Minzu University, Lanzhou 730030, China
| | - Jiamin Wang
- Engineering Research Center of Key Technology and Industrialization of Cell-Based Vaccine, Ministry of Education, Northwest Minzu University, Lanzhou 730030, China; (X.L.); (F.M.); (S.W.); (T.T.); (Z.Q.); (Z.M.)
- Gansu Tech Innovation Center of Animal Cell, Biomedical Research Center, Northwest Minzu University, Lanzhou 730030, China
- Key Laboratory of Biotechnology & Bioengineering of State Ethnic Affairs Commission, Biomedical Research Center, Northwest Minzu University, Lanzhou 730030, China
| | - Zhenbin Liu
- Engineering Research Center of Key Technology and Industrialization of Cell-Based Vaccine, Ministry of Education, Northwest Minzu University, Lanzhou 730030, China; (X.L.); (F.M.); (S.W.); (T.T.); (Z.Q.); (Z.M.)
- Gansu Tech Innovation Center of Animal Cell, Biomedical Research Center, Northwest Minzu University, Lanzhou 730030, China
- Key Laboratory of Biotechnology & Bioengineering of State Ethnic Affairs Commission, Biomedical Research Center, Northwest Minzu University, Lanzhou 730030, China
| |
Collapse
|
43
|
Nath P, Bhuyan K, Bhattacharyya DK, Barah P. ETENLNC: An end to end lncRNA identification and analysis framework to facilitate construction of known and novel lncRNA regulatory networks. Comput Biol Chem 2024; 112:108140. [PMID: 38996755 DOI: 10.1016/j.compbiolchem.2024.108140] [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: 08/31/2023] [Revised: 04/22/2024] [Accepted: 06/26/2024] [Indexed: 07/14/2024]
Abstract
Long non-coding RNAs (lncRNAs) play crucial roles in the regulation of gene expression and maintenance of genomic integrity through various interactions with DNA, RNA, and proteins. The availability of large-scale sequence data from various high-throughput platforms has opened possibilities to identify, predict, and functionally annotate lncRNAs. As a result, there is a growing demand for an integrative computational framework capable of identifying known lncRNAs, predicting novel lncRNAs, and inferring the downstream regulatory interactions of lncRNAs at the genome-scale. We present ETENLNC (End-To-End-Novel-Long-NonCoding), a user-friendly, integrative, open-source, scalable, and modular computational framework for identifying and analyzing lncRNAs from raw RNA-Seq data. ETENLNC employs six stringent filtration steps to identify novel lncRNAs, performs differential expression analysis of mRNA and lncRNA transcripts, and predicts regulatory interactions between lncRNAs, mRNAs, miRNAs, and proteins. We benchmarked ETENLNC against six existing tools and optimized it for desktop workstations and high-performance computing environments using data from three different species. ETENLNC is freely available on GitHub: https://github.com/EvolOMICS-TU/ETENLNC.
Collapse
Affiliation(s)
- Prangan Nath
- Department of Molecular Biology and Biotechnology, Tezpur University, Assam 784028, India
| | - Kaveri Bhuyan
- Department of Computer Science and Engineering, Tezpur University, Assam 784028, India; Department of Electrical Engineering, Tezpur University, Assam 784028, India
| | | | - Pankaj Barah
- Department of Molecular Biology and Biotechnology, Tezpur University, Assam 784028, India.
| |
Collapse
|
44
|
Yan Y, Gao Y, Kumar G, Fang Q, Yan H, Zhang N, Zhang Y, Song L, Li J, Zheng Y, Zhang N, Zhang P, Ma C. Exosomal MicroRNAs modulate the cognitive function in fasudil treated APPswe/PSEN1dE9 transgenic (APP/PS1) mice model of Alzheimer's disease. Metab Brain Dis 2024; 39:1335-1351. [PMID: 39088109 PMCID: PMC11513711 DOI: 10.1007/s11011-024-01395-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Accepted: 07/15/2024] [Indexed: 08/02/2024]
Abstract
Alzheimer's disease (AD) is characterized by cognitive decline stemming from the accumulation of beta-amyloid (Aβ) plaques and the propagation of tau pathology through synapses. Exosomes, crucial mediators in neuronal development, maintenance, and intercellular communication, have gained attention in AD research. Yet, the molecular mechanisms involving exosomal miRNAs in AD remain elusive. In this study, we treated APPswe/PSEN1dE9 transgenic (APP/PS1) mice, a model for AD, with either vehicle (ADNS) or fasudil (ADF), while C57BL/6 (control) mice received vehicle (WT). Cognitive function was evaluated using the Y-maze test, and AD pathology was confirmed through immunostaining and western blot analysis of Aβ plaques and phosphorylated tau. Exosomal RNAs were extracted, sequenced, and analyzed from each mouse group. Our findings revealed that fasudil treatment improved cognitive function in AD mice, as evidenced by increased spontaneous alternation in the Y-maze test and reduced Aβ plaque load and phosphorylated tau protein expression in the hippocampus. Analysis of exosomal miRNAs identified three miRNAs (mmu-let-7i-5p, mmu-miR-19a-3p, mmu-miR-451a) common to both ADNS vs ADF and WT vs ADNS groups. Utilizing miRTarBase software, we predicted and analyzed target genes associated with these miRNAs. Gene ontology (GO) annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of miRNA target genes indicated that mmu-miR-19a-3p and mmu-miR-451a are implicated in signal transduction, immune response, cellular communication, and nervous system pathways. Specifically, mmu-miR-19a-3p targeted genes involved in the sphingolipid signaling pathway, such as Pten and Tnf, while mmu-miR-451a targeted Nsmaf, Gnai3, and Akt3. Moreover, mmu-miR-451a targeted Myc in signaling pathways regulating the pluripotency of stem cells. In conclusion, fasudil treatment enhanced cognitive function by modulating exosomal MicroRNAs, particularly mmu-miR-451a and mmu-miR-19a-3p. These miRNAs hold promise as potential biomarkers and therapeutic targets for novel AD treatments.
Collapse
Affiliation(s)
- Yuqing Yan
- Institute of Brain Science, Shanxi Key Laboratory of Inflammatory Neurodegenerative Diseases, Medical School of Shanxi Datong University, Datong, China.
| | - Ye Gao
- Institute of Brain Science, Shanxi Key Laboratory of Inflammatory Neurodegenerative Diseases, Medical School of Shanxi Datong University, Datong, China
| | - Gajendra Kumar
- Department of Neuroscience, City University of Hong Kong, Kowloon, Hong Kong.
| | - Qingli Fang
- Institute of Brain Science, Shanxi Key Laboratory of Inflammatory Neurodegenerative Diseases, Medical School of Shanxi Datong University, Datong, China
| | - Hailong Yan
- Institute of Brain Science, Shanxi Key Laboratory of Inflammatory Neurodegenerative Diseases, Medical School of Shanxi Datong University, Datong, China
| | - Nianping Zhang
- Institute of Brain Science, Shanxi Key Laboratory of Inflammatory Neurodegenerative Diseases, Medical School of Shanxi Datong University, Datong, China
| | - Yuna Zhang
- Institute of Brain Science, Shanxi Key Laboratory of Inflammatory Neurodegenerative Diseases, Medical School of Shanxi Datong University, Datong, China
| | - Lijuan Song
- The Key Research Laboratory of Benefiting Qi for Acting Blood Circulation Method to Treat Multiple, Sclerosis of State Administration of Traditional Chinese Medicine, Research Center of Neurobiology, Shanxi University of Chinese Medicine, Taiyuan, China
| | - Jiehui Li
- Institute of Brain Science, Shanxi Key Laboratory of Inflammatory Neurodegenerative Diseases, Medical School of Shanxi Datong University, Datong, China
| | - Yucheng Zheng
- Institute of Brain Science, Shanxi Key Laboratory of Inflammatory Neurodegenerative Diseases, Medical School of Shanxi Datong University, Datong, China
| | - Nan Zhang
- Institute of Brain Science, Shanxi Key Laboratory of Inflammatory Neurodegenerative Diseases, Medical School of Shanxi Datong University, Datong, China
| | - Peijun Zhang
- Institute of Brain Science, Shanxi Key Laboratory of Inflammatory Neurodegenerative Diseases, Medical School of Shanxi Datong University, Datong, China
| | - Cungen Ma
- Institute of Brain Science, Shanxi Key Laboratory of Inflammatory Neurodegenerative Diseases, Medical School of Shanxi Datong University, Datong, China.
- The Key Research Laboratory of Benefiting Qi for Acting Blood Circulation Method to Treat Multiple, Sclerosis of State Administration of Traditional Chinese Medicine, Research Center of Neurobiology, Shanxi University of Chinese Medicine, Taiyuan, China.
| |
Collapse
|
45
|
Hong SY, Miao LT, Yang YY, Wang SG. Expression profiles of urine exosomal tRNA-derived small RNAs and their potential roles in calcium oxalate stone disease. Ann Med Surg (Lond) 2024; 86:5802-5810. [PMID: 39359758 PMCID: PMC11444539 DOI: 10.1097/ms9.0000000000002563] [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: 07/15/2024] [Accepted: 09/02/2024] [Indexed: 10/04/2024] Open
Abstract
Background and objective Exosomes have been confirmed to be implicated in the pathogenesis of calcium oxalate (CaOx) stones. tRNA-derived small RNAs (tsRNAs) are among the oldest small RNAs involved in exosome-mediated intercellular communication, yet their role in kidney stones remains unexplored. This pilot study aimed to identify differentially expressed tsRNAs (DEtsRNAs) in urine exosomes between CaOx stone patients and healthy controls and explore their potential roles in nephrolithiasis. Method First-morning urine samples were collected from three CaOx stone patients and three healthy controls. Urinary exosomes were isolated and analyzed by high-throughput sequencing to generate the expression profiles of tsRNAs and detect DEtsRNAs. Predicted target genes of DEtsRNAs were subjected to functional enrichment analysis. The authors also combined the public dataset GSE73680 to investigate how DEtsRNAs were related to stone formation. Results Four DEtsRNAs were significantly upregulated in CaOx stone patients compared to healthy controls. tRF-Lys-TTT-5005c was the most elevated, followed by tRF-Lys-CTT-5006c, tRF-Ala-AGC-5017b, and tRF-Gly-CCC-5004b. Bioinformatics analysis indicated that these four types of DEtsRNAs might serve distinct biological functions. Combined with data mining from the public dataset GSE73680, the authors assumed that exosomes carrying tRF-Lys-TTT-5005c and tRF-Lys-CTT-5006c could inhibit the expression of SMAD6, FBN1, and FZD1, thereby activating the BMP signaling pathway, which might induce an osteogenic-like transformation in target cells, resulting in the formation of Randall's plaques and CaOx stones. Conclusion The authors' findings shed light on the potential roles of tsRNAs in the pathogenesis of CaOx stone disease, highlighting exosomal DEtsRNAs as promising diagnostic biomarkers and therapeutic targets in nephrolithiasis.
Collapse
Affiliation(s)
| | | | - Yuan-Yuan Yang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shao-Gang Wang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| |
Collapse
|
46
|
Aroca-Esteban J, Souza-Neto FV, Aguilar-Latorre C, Tribaldo-Torralbo A, González-López P, Ruiz-Simón R, Álvarez-Villareal M, Ballesteros S, de Ceniga MV, Landete P, González-Rodríguez Á, Martín-Ventura JL, de Las Heras N, Escribano Ó, Gómez-Hernández A. Potential protective role of let-7d-5p in atherosclerosis progression reducing the inflammatory pathway regulated by NF-κB and vascular smooth muscle cells proliferation. Biochim Biophys Acta Mol Basis Dis 2024; 1870:167327. [PMID: 38945455 DOI: 10.1016/j.bbadis.2024.167327] [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: 01/17/2024] [Revised: 06/10/2024] [Accepted: 06/18/2024] [Indexed: 07/02/2024]
Abstract
The prevalence of cardiovascular diseases (CVDs) is increasing in the last decades, even is the main cause of death in first world countries being atherosclerosis one of the principal triggers. Therefore, there is an urgent need to decipher the underlying mechanisms involved in atherosclerosis progression. In this respect, microRNAs dysregulation is frequently involved in the progression of multiple diseases including CVDs. Our aim was to demonstrate that let-7d-5p unbalance could contribute to the pathophysiology of atherosclerosis and serve as a potential diagnostic biomarker. We evaluated let-7d-5p levels in vascular biopsies and exosome-enriched extracellular vesicles (EVs) from patients with carotid atherosclerosis and healthy donors. Moreover, we overexpressed let-7d-5p in vitro in vascular smooth muscle cells (VSMCs) to decipher the targets and the underlying mechanisms regulated by let-7d-5p in atherosclerosis. Our results demonstrate that let-7d-5p was significantly upregulated in carotid plaques from overweight patients with carotid atherosclerosis. Moreover, in EVs isolated from plasma, we found that let-7d-5p levels were increased in carotid atherosclerosis patients compared to control subjects specially in overweight patients. Receiver Operating Characteristic (ROC) analyses confirmed its utility as a diagnostic biomarker for atherosclerosis. In VSMCs, we demonstrated that increased let-7d-5p levels impairs cell proliferation and could serve as a protective mechanism against inflammation by impairing NF-κB pathway without affecting insulin resistance. In summary, our results highlight the role of let-7d-5p as a potential therapeutic target for atherosclerosis since its overexpression induce a decrease in inflammation and VSMCs proliferation, and also, as a novel non-invasive diagnostic biomarker for atherosclerosis in overweight patients.
Collapse
Affiliation(s)
- Javier Aroca-Esteban
- Hepatic and Vascular Diseases Laboratory, Biochemistry and Molecular Biology Department, School of Pharmacy, Complutense University of Madrid, Madrid, Spain
| | - Francisco V Souza-Neto
- Physiology Department, School of Medicine, Complutense University of Madrid, Madrid, Spain
| | - Carlota Aguilar-Latorre
- Hepatic and Vascular Diseases Laboratory, Biochemistry and Molecular Biology Department, School of Pharmacy, Complutense University of Madrid, Madrid, Spain
| | - Alba Tribaldo-Torralbo
- Hepatic and Vascular Diseases Laboratory, Biochemistry and Molecular Biology Department, School of Pharmacy, Complutense University of Madrid, Madrid, Spain
| | - Paula González-López
- Hepatic and Vascular Diseases Laboratory, Biochemistry and Molecular Biology Department, School of Pharmacy, Complutense University of Madrid, Madrid, Spain
| | - Rubén Ruiz-Simón
- Hepatic and Vascular Diseases Laboratory, Biochemistry and Molecular Biology Department, School of Pharmacy, Complutense University of Madrid, Madrid, Spain
| | - Marta Álvarez-Villareal
- Hepatic and Vascular Diseases Laboratory, Biochemistry and Molecular Biology Department, School of Pharmacy, Complutense University of Madrid, Madrid, Spain
| | - Sandra Ballesteros
- Physiology Department, School of Medicine, Complutense University of Madrid, Madrid, Spain
| | - Melina Vega de Ceniga
- Department of Angiology and Vascular Surgery, Hospital of Galdakao-Usansolo, Galdakao, Bizkaia, Spain; Biocruces Bizkaia Health Research Institute, Barakaldo, Bizkaia, Spain
| | - Pedro Landete
- Departmento de Neumología, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria del Hospital Universitario de La Princesa, Madrid, Spain; Faculty of Medicine, Autonoma University of Madrid, Madrid, Spain
| | - Águeda González-Rodríguez
- Instituto de Investigaciones Biomédicas Alberto Sols (Centro Mixto CSIC-UAM), Madrid, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain
| | - José L Martín-Ventura
- IIS-Fundation Jimenez-Diaz, Autonoma University of Madrid and CIBERCV, Madrid, Spain
| | - Natalia de Las Heras
- Physiology Department, School of Medicine, Complutense University of Madrid, Madrid, Spain
| | - Óscar Escribano
- Hepatic and Vascular Diseases Laboratory, Biochemistry and Molecular Biology Department, School of Pharmacy, Complutense University of Madrid, Madrid, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain.
| | - Almudena Gómez-Hernández
- Hepatic and Vascular Diseases Laboratory, Biochemistry and Molecular Biology Department, School of Pharmacy, Complutense University of Madrid, Madrid, Spain.
| |
Collapse
|
47
|
Feng WY, Zeng JX, Chen YR, Fang ZP, Gao Y, Zhou WJ. siRNAs Targeting Non-Human Species-Specific lncRNAs Trigger Cell Death in Human Colorectal Cancer Cells. J Cancer 2024; 15:5956-5967. [PMID: 39440066 PMCID: PMC11493012 DOI: 10.7150/jca.99462] [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: 06/10/2024] [Accepted: 08/27/2024] [Indexed: 10/25/2024] Open
Abstract
Species-specific long non-coding RNAs (lncRNAs) possess numerous unknown functions. We have recently reported that short interfering RNAs (siRNAs) designed to target mouse-specific lncRNAs caused cell death exclusively in human cancer cells, sparing normal human cells and mouse cancer cells. However, it is uncertain whether other non-human species-specific lncRNAs could also be applied as sequential targets for designing anti-tumor therapeutic siRNAs. In this research, we showed that siRNAs targeting rat or zebrafish-specific lncRNAs could exert similar cytotoxic effects against human colorectal cancer (CRC) cells while leaving normal human cells unaffected. Mechanistic investigations revealed that these siRNAs prompted apoptosis or pyroptosis in human CRC cells by triggering an IRF3-independent immune response against exogenous dsRNAs, based on the expression of protein gasdermin E (GSDME). Our study demonstrates that utilizing siRNAs to target non-human species-specific lncRNAs can trigger cell death in human CRC cells, indicating that non-human species-specific lncRNAs could serve as a promising reservoir for target libraries when designing anti-tumor siRNAs.
Collapse
Affiliation(s)
- Wan-Ying Feng
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Department of Pathology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Jun-Xiang Zeng
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Yan-Ru Chen
- Department of Research and Teaching, Huizhou Municipal Central Hospital, Huizhou, China
| | - Zhe-Ping Fang
- Department of Hepatobiliary Surgery, Taizhou Hospital of Zhejiang Province, Wenzhou Medical University, Linhai, China
| | - Yi Gao
- General Surgery Center, Department of Hepatobiliary Surgery II, Guangdong Provincial, Research Center for Artificial Organ and Tissue Engineering, Guangzhou Clinical Research and Transformation Center for Artificial Liver, Institute of Regenerative Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Wei-Jie Zhou
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, China
- General Surgery Center, Department of Hepatobiliary Surgery II, Guangdong Provincial, Research Center for Artificial Organ and Tissue Engineering, Guangzhou Clinical Research and Transformation Center for Artificial Liver, Institute of Regenerative Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- Department of Gastrointestinal and Hernia Surgery, Ganzhou Hospital-Nanfang Hospital, Southern Medical University, Ganzhou, Jiangxi, China
| |
Collapse
|
48
|
Pandey V, Srivastava A, Ali A, Gupta R, Shahid MS, Gaur RK. Predicting candidate miRNAs for targeting begomovirus to induce sequence-specific gene silencing in chilli plants. FRONTIERS IN PLANT SCIENCE 2024; 15:1460540. [PMID: 39376242 PMCID: PMC11456425 DOI: 10.3389/fpls.2024.1460540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/06/2024] [Accepted: 08/30/2024] [Indexed: 10/09/2024]
Abstract
The begomoviruses are the most economically damaging pathogens that pose a serious risk to India's chilli crop and have been associated with the chilli leaf curl disease (ChiLCD). Chilli cultivars infected with begomovirus have suffered significant decreases in biomass output, negatively impacting their economic characteristics. We used the C-mii tool to predict twenty plant miRNA families from SRA chilli transcriptome data (retrieved from the NCBI and GenBank databases). Five target prediction algorithms, i.e., C-mii, miRanda, psRNATarget, RNAhybrid, and RNA22, were applied to identify and evaluate chilli miRNAs (microRNAs) as potential therapeutic targets against ten begomoviruses that cause ChiLCD. In this study, the top five chilli miRNAs which were identified by all five algorithms were thoroughly examined. Moreover, we also noted strong complementarities between these miRNAs and the AC1 (REP), AC2 (TrAP) and betaC1 genes. Three computational approaches (miRanda, RNA22, and psRNATarget) identified the consensus hybridization site for CA-miR838 at locus 2052. The top predicted targets within ORFs were indicated by CA-miR2673 (a and b). Through Circos algorithm, we identified novel targets and create the miRNA-mRNA interaction network using the R program. Furthermore, free energy calculation of the miRNA-target duplex revealed that thermodynamic stability was optimal for miR838 and miR2673 (a and b). To the best of our knowledge, this was the first instance of miRNA being predicted from chilli transcriptome information that had not been reported in miRbase previously. Consequently, the anticipated biological results substantially assist in developing chilli plants resistant to ChiLCD.
Collapse
Affiliation(s)
- Vineeta Pandey
- Department of Biotechnology, Deen Dayal Upadhyaya Gorakhpur University, Gorakhpur, Uttar Pradesh, India
| | - Aarshi Srivastava
- Department of Biotechnology, Deen Dayal Upadhyaya Gorakhpur University, Gorakhpur, Uttar Pradesh, India
| | - Akhtar Ali
- Department of Biological Science, The University of Tulsa, Tulsa, OK, United States
| | - Ramwant Gupta
- Department of Botany, Deen Dayal Upadhyaya Gorakhpur University, Gorakhpur, Uttar Pradesh, India
| | - Muhammad Shafiq Shahid
- Department of Plant Sciences, College of Agricultural and Marine Sciences, Sultan Qaboos University, Al-khoud, Oman
| | - Rajarshi Kumar Gaur
- Department of Biotechnology, Deen Dayal Upadhyaya Gorakhpur University, Gorakhpur, Uttar Pradesh, India
| |
Collapse
|
49
|
Yu CQ, Wang XF, Li LP, You ZH, Ren ZH, Chu P, Guo F, Wang ZY. RBNE-CMI: An Efficient Method for Predicting circRNA-miRNA Interactions via Multiattribute Incomplete Heterogeneous Network Embedding. J Chem Inf Model 2024. [PMID: 39231016 DOI: 10.1021/acs.jcim.4c01118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/06/2024]
Abstract
Circular RNA (circRNA)-microRNA (miRNA) interaction (CMI) plays crucial roles in cellular regulation, offering promising perspectives for disease diagnosis and therapy. Therefore, it is necessary to employ computational methods for the rapid and cost-effective prediction of potential circRNA-miRNA interactions. However, the existing methods are limited by incomplete data; therefore, it is difficult to model molecules with different attributes on a large scale, which greatly hinders the efficiency and performance of prediction. In this study, we propose an effective method for predicting circRNA-miRNA interactions, called RBNE-CMI, and introduce a framework that can embed incomplete multiattribute CMI heterogeneous networks. By combining the proposed method, we integrate different data sets in the CMI prediction field into one incomplete network for modeling, achieving superior performance in 5-fold cross-validation. Moreover, in the prediction task based on complete data, the proposed method still achieves better performance than the known model. In addition, in the case study, we successfully predicted 18 of the 20 potential cancer biomarkers. The data and source code can be found at https://github.com/1axin/RBNE-CMI.
Collapse
Affiliation(s)
- Chang-Qing Yu
- School of Information Engineering, Xijing University, Xi'an 710123 China
| | - Xin-Fei Wang
- College of Computer Science and Technology, Jilin University, Changchun 130012 China
| | - Li-Ping Li
- Yizhi School of Agriculture and Forestry, Xiangyang Polytechnic Institute, Xianyang 712000, China
| | - Zhu-Hong You
- School of Computer Science, Northwestern Polytechnical University, Xi'an 710072, China
| | - Zhong-Hao Ren
- College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, China
| | - Peng Chu
- School of Information Engineering, Xijing University, Xi'an 710123 China
| | - Feng Guo
- School of Information Engineering, Xijing University, Xi'an 710123 China
| | - Zhen-Yu Wang
- School of Telecommunications, Lanzhou University of Technology, Lanzhou 730000, China
| |
Collapse
|
50
|
Agrawal M, Mani A. Integrative in silico approaches to analyse microRNA-mediated responses in human diseases. J Gene Med 2024; 26:e3734. [PMID: 39197943 DOI: 10.1002/jgm.3734] [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: 04/24/2024] [Revised: 07/23/2024] [Accepted: 08/13/2024] [Indexed: 09/01/2024] Open
Abstract
Advancements in sequencing technologies have facilitated omics level information generation for various diseases in human. High-throughput technologies have become a powerful tool to understand differential expression studies and transcriptional network analysis. An understanding of complex transcriptional networks in human diseases requires integration of datasets representing different RNA species including microRNA (miRNA) and messenger RNA (mRNA). This review emphasises on conceptual explanation of generalized workflow and methodologies to the miRNA mediated responses in human diseases by using different in silico analysis. Although, there have been many prior explorations in miRNA-mediated responses in human diseases, the advantages, limitations and overcoming the limitation through different statistical techniques have not yet been discussed. This review focuses on miRNAs as important gene regulators in human diseases, methodologies for miRNA-target gene prediction and data driven methods for enrichment and network analysis for miRnome-targetome interactions. Additionally, it proposes an integrative workflow to analyse structural components of networks obtained from high-throughput data. This review explains how to apply the existing methods to analyse miRNA-mediated responses in human diseases. It addresses unique characteristics of different analysis, its limitations and its statistical solutions influencing the choice of methods for the analysis through a workflow. Moreover, it provides an overview of promising common integrative approaches to comprehend miRNA-mediated gene regulatory events in biological processes in humans. The proposed methodologies and workflow shall help in the analysis of multi-source data to identify molecular signatures of various human diseases.
Collapse
Affiliation(s)
- Meghna Agrawal
- Department of Biotechnology, Motilal Nehru Institute of Technology Allahabad, Prayagraj, India
| | - Ashutosh Mani
- Department of Biotechnology, Motilal Nehru Institute of Technology Allahabad, Prayagraj, India
| |
Collapse
|