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Chen Q, Zhou Z, Huang H, Zhang Y, Hou G, Qiu Y. Alterations in magnetic susceptibility correlate with higher cerebral blood flow in the right amygdala of patients with major depressive disorder. J Affect Disord 2025; 379:703-709. [PMID: 40097111 DOI: 10.1016/j.jad.2025.03.070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 03/10/2025] [Accepted: 03/11/2025] [Indexed: 03/19/2025]
Abstract
BACKGROUND The amygdala plays a crucial role in emotion processing and is a key target for understanding the mechanisms underlying major depressive disorder (MDD). This study aimed to investigate the magnetic susceptibility of the amygdala in MDD and examine its association with structural and cerebral blood flow (CBF) changes. METHODS A total of 158 individuals were included in the study, comprising 86 patients with MDD and 72 healthy controls. Depression severity was assessed using Hamilton Depression Rating Scale. Quantitative susceptibility mapping (QSM), T1-weighted, and arterial spin labeling scans were conducted to measure amygdala magnetic susceptibility, volume, and CBF, respectively. Group differences were compared, and associations between susceptibility, volume, and CBF were examined. RESULTS The median susceptibility of the amygdala was significantly higher in MDD patients than in controls (all p < 0.01). In the MDD group, increased QSM value in the right amygdala was associated with higher CBF (r = 0.28, p = 0.01), whereas no significant correlation was found between QSM value and volume (p = 0.76). Increased QSM value in the right amygdala was associated with worse depressed mood (r = 0.30, p < 0.01). LIMITATION Retrospective cross-sectional study conducted at a single center. CONCLUSION The magnetic susceptibility of the amygdala was higher in MDD patients with than in controls. QSM changes in the right amygdala correlated with increased CBF and worse depressed mood, indicating both microstructural and functional alterations. Our results encourage further use of the QSM technique in the elucidation of MDD pathophysiology.
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Affiliation(s)
- Qianyun Chen
- Department of Radiology, Shenzhen Nanshan People's Hospital, Shenzhen, China; Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen, China
| | - Zhifeng Zhou
- Department of Radiology, Shenzhen Kangning Hospital, Shenzhen Mental Health Center, Shenzhen, China
| | - Hongyan Huang
- Department of Radiology, Shenzhen Nanshan People's Hospital, Shenzhen, China
| | - Yingli Zhang
- Department of Depressive Disorders, Shenzhen Kangning Hospital, Shenzhen Mental Health Center, Shenzhen, China
| | - Gangqiang Hou
- Department of Radiology, Shenzhen Kangning Hospital, Shenzhen Mental Health Center, Shenzhen, China.
| | - Yingwei Qiu
- Department of Radiology, Shenzhen Nanshan People's Hospital, Shenzhen, China.
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Paterson S, Vallatos A, Graff C, Holmes WM. Quantitative multiple boli arterial spin labeling. Magn Reson Imaging 2025; 119:110361. [PMID: 39971260 DOI: 10.1016/j.mri.2025.110361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Revised: 02/04/2025] [Accepted: 02/16/2025] [Indexed: 02/21/2025]
Abstract
PURPOSE mbASL relies on the use of a series of adiabatic radio-frequency pulses to label successive boli of blood water. As the sequence is a hybrid of pCASL and PASL, it requires an appropriate kinetic model to accurately describe the signal for quantification purposes. THEORY AND METHODS Drawing on the Buxton standard kinetic model, we propose modifications to account for the multiple labeling pulses at variable delays. By varying the number of adiabatic pulses and the thickness of the inversion slab, we maximize SNR and demonstrate the hybrid nature of the sequence. RESULTS The mbASL kinetic model is used to produce mbASL cerebral blood flow maps, with average values for mice (110 ml/100 g/min) and rats (96 ml/100 g/min). CONCLUSION We have successfully quantified and validated the mbASL kinetic model and demonstrated that the resulting CBF values agree with the existing literature.
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Affiliation(s)
- Samantha Paterson
- Research and Innovation, University of Aberdeen, UK; Glasgow Experimental MRI Centre, School of Psychology and Neuroscience, University of Glasgow, UK
| | - Antoine Vallatos
- Glasgow Experimental MRI Centre, School of Psychology and Neuroscience, University of Glasgow, UK
| | - Camille Graff
- Glasgow Experimental MRI Centre, School of Psychology and Neuroscience, University of Glasgow, UK
| | - William M Holmes
- Glasgow Experimental MRI Centre, School of Psychology and Neuroscience, University of Glasgow, UK.
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Zhu D, Xu F, Liu D, Qin Q. A straightforward approach for 3D single-shot arterial spin labeling-based brain perfusion imaging: Preventing artifacts due to signal fluctuations. Magn Reson Med 2025; 93:2488-2498. [PMID: 39887515 PMCID: PMC11972150 DOI: 10.1002/mrm.30439] [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: 09/10/2024] [Revised: 12/08/2024] [Accepted: 01/06/2025] [Indexed: 02/01/2025]
Abstract
PURPOSE The present work aims to evaluate the performance of three-dimensional (3D) single-shot stack-of-spirals turbo FLASH (SOS-TFL) acquisition for pseudo-continuous arterial spin labeling (PCASL) and velocity-selective ASL (VSASL)-based cerebral blood flow (CBF) mapping, as well as VSASL-based cerebral blood volume (CBV) mapping. METHODS Digital phantom simulations were conducted for both multishot echo planar imaging and spiral trajectories with intershot signal fluctuations. PCASL-derived CBF (PCASL-CBF), VSASL-derived CBF (VSASL-CBF), and CBV (VSASL-CBV) were all acquired using 3D multishot gradient and spin-echo and SOS-TFL acquisitions following background suppression. Both simulation and in vivo images were compared between multishot and single-shot compressed sensing-regularized sensitivity encoding (CS-SENSE) reconstructions. RESULTS Artifacts were observed in both simulated multishot echo planar imaging and spiral readouts, as well as in in vivo multishot ASL perfusion images. A high correlation was found between the levels of signal fluctuations among interleaves and the severity of artifacts in both simulated and in vivo data. Image artifacts were more apparent in the inferior region of the brain, especially in CBF scans. These artifacts were effectively eliminated when single-shot CS-SENSE reconstruction was applied to the same data set. CONCLUSION ASL images obtained from 3D segmented gradient and spin-echo or SOS-TFL acquisitions can exhibit artifacts caused by signal fluctuations among different shots, which persist even after the application of background suppression pulses. In contrast, these artifacts were prevented when single-shot CS-SENSE reconstruction was applied to the same SOS-TFL data set.
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Affiliation(s)
- Dan Zhu
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, USA
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Feng Xu
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, USA
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Dapeng Liu
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, USA
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Qin Qin
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, USA
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Agarwal N, Klein W, O'Gorman Tuura R. MR Imaging of Neurofluids in the Developing Brain. Neuroimaging Clin N Am 2025; 35:287-302. [PMID: 40210384 DOI: 10.1016/j.nic.2024.12.005] [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] [Indexed: 04/12/2025]
Abstract
The different fluid compartments in the developing brain work together to facilitate the delivery of nutrients, neurotransmitters, and neuromodulators. The cerebrospinal fluid and interstitial fluid are essential for clearing macromolecules from the brain, a process that involves the recently discovered meningeal lymphatics. Disruptions in these interactions can hinder normal brain development. Additionally, alterations in systemic fluid dynamics may contribute to neurologic complications, highlighting the need for a more holistic approach to understanding and treating neurologic diseases. MR imaging techniques show potential for detecting these pathologic processes in pediatric neurologic disorders.
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Affiliation(s)
- Nivedita Agarwal
- Head of the Neuroradiology Service, Diagnostic Imaging and Neuroradiology Unit, IRCCS Scientific Institute E. Medea, Bosisio Parini (LC), Italy.
| | - Willemijn Klein
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands
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Fatima G, Ashiquzzaman A, Kim SS, Kim YR, Kwon HS, Chung E. Vascular and glymphatic dysfunction as drivers of cognitive impairment in Alzheimer's disease: Insights from computational approaches. Neurobiol Dis 2025; 208:106877. [PMID: 40107629 DOI: 10.1016/j.nbd.2025.106877] [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: 01/16/2025] [Revised: 03/07/2025] [Accepted: 03/14/2025] [Indexed: 03/22/2025] Open
Abstract
Alzheimer's disease (AD) is driven by complex interactions between vascular dysfunction, glymphatic system impairment, and neuroinflammation. Vascular aging, characterized by arterial stiffness and reduced cerebral blood flow (CBF), disrupts the pulsatile forces necessary for glymphatic clearance, exacerbating amyloid-beta (Aβ) accumulation and cognitive decline. This review synthesizes insights into the mechanistic crosstalk between these systems and explores their contributions to AD pathogenesis. Emerging machine learning (ML) tools, such as DeepLabCut and Motion sequencing (MoSeq), offer innovative solutions for analyzing multimodal data and enhancing diagnostic precision. Integrating ML with imaging and behavioral analyses bridges gaps in understanding vascular-glymphatic dysfunction. Future research must prioritize these interactions to develop early diagnostics and targeted interventions, advancing our understanding of neurovascular health in AD.
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Affiliation(s)
- Gehan Fatima
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju 61005, Rep. of Korea
| | - Akm Ashiquzzaman
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju 61005, Rep. of Korea
| | - Sang Seong Kim
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju 61005, Rep. of Korea
| | - Young Ro Kim
- Department of Radiology, Harvard Medical School, Boston, MA 02115, USA; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Hyuk-Sang Kwon
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju 61005, Rep. of Korea; AI Graduate School, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Rep. of Korea; Research Center for Photon Science Technology, Gwangju Institute of Science and Technology, Gwangju 61005, Rep. of Korea.
| | - Euiheon Chung
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju 61005, Rep. of Korea; AI Graduate School, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Rep. of Korea; Research Center for Photon Science Technology, Gwangju Institute of Science and Technology, Gwangju 61005, Rep. of Korea.
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Mikayama R, Togao O, Obara M, Wada T, Tokunaga C, Yoshidome S, Kato T, Isoda T, Ishigami K, Yabuuchi H. Multi-delay arterial spin labeling using a variable repetition time scheme in Moyamoya disease: Comparison with single-delay arterial spin labeling. Eur J Radiol 2025; 186:112034. [PMID: 40054339 DOI: 10.1016/j.ejrad.2025.112034] [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: 06/14/2024] [Revised: 01/22/2025] [Accepted: 03/04/2025] [Indexed: 04/07/2025]
Abstract
PURPOSE To present a multi-delay arterial spin labeling (ASL) protocol that obtains the cerebral blood flow (CBF) considering the arterial transit time (ATT), and to assess the correlations with an iodine-123-N-isopropyl-p-iodoamphetamine single-photon emission computed tomography (123I-IMP SPECT) reference standard between multi-delay ASL and single-delay ASL in patients with Moyamoya disease. METHOD We retrospectively analyzed the images of 23 patients with Moyamoya disease (4-73 years, 5 men, 18 women), each of whom was imaged with 10-delay ASL using the variable repetition time (TR) scheme, single-delay ASL, and SPECT. Pearson correlation coefficients were calculated between the CBF values of each ASL and SPECT in the three divisions of the ATT, which we categorized as fast, normal, and slow regions. The threshold for statistical significance was set atP<0.05. RESULTS The CBF measured by multi-delay ASL and single-delay ASL were positively correlated with that measured by SPECT, with correlation coefficients of 0.6701 and 0.5637, respectively (P < 0.001). In the fast, normal, and slow ATT divisions, the correlation coefficients between the CBF measured by multi-delay ASL and that measured by SPECT were 0.6745, 0.7055, and 0.6746, respectively. Similarly, the correlations between the CBF measured by single-delay ASL and that measured by SPECT were 0.3811, 0.5090 and 0.6178, respectively. CONCLUSIONS Multi-delay ASL using the variable TR scheme showed a higher correlation with 123I-IMP SPECT than single-delay ASL for measuring the CBF. The variable TR scheme potentially improved the quantification of CBF on ASL imaging.
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Affiliation(s)
- Ryoji Mikayama
- Division of Radiology, Department of Medical Technology, Kyushu University Hospital, Fukuoka, Japan; Department of Health Sciences, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.
| | - Osamu Togao
- Department of Molecular Imaging and Diagnosis, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | | | - Tatsuhiro Wada
- Division of Radiology, Department of Medical Technology, Kyushu University Hospital, Fukuoka, Japan
| | - Chiaki Tokunaga
- Division of Radiology, Department of Medical Technology, Kyushu University Hospital, Fukuoka, Japan
| | - Satoshi Yoshidome
- Division of Radiology, Department of Medical Technology, Kyushu University Hospital, Fukuoka, Japan
| | - Toyoyuki Kato
- Division of Radiology, Department of Medical Technology, Kyushu University Hospital, Fukuoka, Japan
| | - Takuro Isoda
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Kousei Ishigami
- Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Hidetake Yabuuchi
- Department of Health Sciences, Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan
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Zhou L, Li Y, de Leon MJ. PET Imaging of Neurofluids. Neuroimaging Clin N Am 2025; 35:223-238. [PMID: 40210379 DOI: 10.1016/j.nic.2024.12.001] [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] [Indexed: 04/12/2025]
Abstract
Following a brief review of brain neurofluid pathways and the general PET technique, we introduce PET imaging of cerebrospinal fluid and interstitial fluid dynamics. Our summary includes both our published and unpublished observations on the modeling of PET imaging for neurofluid quantification in aging, Alzheimer's disease, and in the presence of amyloid lesions. We identify the limitations of PET imaging and point to validations and potential future directions.
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Affiliation(s)
- Liangdong Zhou
- Department of Radiology, Brain Health Imaging Institute, Weill Cornell Medicine, 407 E 61st Street Feil-2, New York, NY 10065, USA
| | - Yi Li
- Department of Radiology, Brain Health Imaging Institute, Weill Cornell Medicine, 407 E 61st Street Feil-2, New York, NY 10065, USA
| | - Mony J de Leon
- Department of Radiology, Brain Health Imaging Institute, Weill Cornell Medicine, 407 E 61st Street Feil-2, New York, NY 10065, USA.
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Lin M, Wang S, Hong H, Zhang Y, Xie L, Cui L, Liu L, Jiaerken Y, Yu X, Zhang M, De Luca A, Zhang R, Huang P. Longitudinal changes in white matter free water in cerebral small vessel disease: Relationship to cerebral blood flow and white matter fiber alterations. J Cereb Blood Flow Metab 2025; 45:932-944. [PMID: 39654357 PMCID: PMC11629364 DOI: 10.1177/0271678x241305480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Revised: 10/11/2024] [Accepted: 11/15/2024] [Indexed: 12/12/2024]
Abstract
White matter (WM) free water (FW) is a potential imaging marker for cerebral small vessel disease (CSVD). This study aimed to characterize longitudinal changes in WM FW and investigate factors contributing to its elevation in CSVD. We included 80 CSVD patients and 40 normal controls (NCs) with multi-modality MRI data. Cerebral blood flow (CBF) was measured, and fiber alterations were assessed using total apparent fiber density (AFDt). FW were extracted from whole WM, white matter hyperintensities (WMH) and normal-appearing WM (NAWM). Baseline and longitudinal FW elevation were compared between patients and NCs, and between WMH and NAWM. We investigated whether baseline vascular risk factor score, CBF, and AFDt could predict longitudinal FW elevation. Association between cognition and WM FW in CSVD was also assessed. Results shown that FW was higher and increased faster in CSVD compared to NCs and in WMH compared to NAWM. Baseline AFDt predicted longitudinal FW elevation in CSVD patients, while CBF predicted FW changes only in controls. WM FW was associated with cognitive impairment. These findings suggest that CSVD is associated with a faster increase in WM FW. Hypoperfusion and WM fiber alterations might accelerate FW elevation, which is associated with cognitive decline.
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Affiliation(s)
- Miao Lin
- Department of Radiology, The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Shuyue Wang
- Department of Radiology, The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Hui Hong
- Department of Radiology, The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yao Zhang
- Department of Radiology, The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Linyun Xie
- Department of Radiology, The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Lei Cui
- Department of Radiology, The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Lingyun Liu
- Department of Radiology, The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yeerfan Jiaerken
- Department of Radiology, The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xinfeng Yu
- Department of Radiology, The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Minming Zhang
- Department of Radiology, The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Alberto De Luca
- Department of Neurology and Neurosurgery, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
- Image Sciences Institute, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Ruiting Zhang
- Department of Radiology, The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Peiyu Huang
- Department of Radiology, The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Jiang Y, Tang G, Liu S, Tang Y, Cai Q, Zeng C, Li G, Wu B, Wu H, Tan Z, Shang J, Guo Q, Ling X, Xu H. The temporal-insula type of temporal plus epilepsy patients with different postoperative seizure outcomes have different cerebral blood flow patterns. Epilepsy Behav 2025; 166:110342. [PMID: 40049079 DOI: 10.1016/j.yebeh.2025.110342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Revised: 02/22/2025] [Accepted: 02/22/2025] [Indexed: 04/07/2025]
Abstract
PURPOSE This study retrospectively analyzed preoperative arterial spin labeling (ASL) perfusion MRI data of patients with the temporal-insula type of temporal plus epilepsy (TI-TPE). We aimed to investigate the differences in presurgical cerebral blood flow (CBF) changes in TI-TPE patients with different surgical outcomes. METHOD A total of 48 TI-TPE patients confirmed by SEEG were meticulously reviewed for this study. Patients were divided into the seizure-free (SF) group (Engel IA) and the non-seizure-free (NSF) group (Engel IB to IV) according to the Engel seizure classification. The 3D-ASL data of all patients before surgery were analyzed using statistical parametric mapping (SPM) and graph theory analysis. These findings were then compared to healthy controls (HC) based on whole-brain voxel-level analysis and covariance network analysis. RESULT At the voxel-level, both SF and NSF groups showed significantly decreased CBF in the ipsilateral transverse temporal gyrus and insula (TTG/insula), contralateral middle cingulate gyrus, precuneus (MCG/precuneus), and increased CBF in the ipsilateral superior temporal gyrus and the superior temporal pole (STG/STP). Wherein the SF group showed more lower CBF in the contralateral MCG/precuneus, with unique increased CBF in the contralateral STG/insula and decreased CBF in the contralateral calcarine as well. In terms of network attributes, the NSF group showed a significantly higher clustering coefficient (Cp), global efficiency (Eglob), local efficiency (Eloc), shorter shortest path length (Lp), and more extensive abnormal nodes compared to the SF and HC groups. While the SF group has higher synchronicity than the HC group. CONCLUSION Both SF and NSF groups had abnormal CBF changes at the voxel and network levels with different patterns. The SF group showed more obvious regional CBF changes, while the NSF group showed more extended network disruption, which might underlie different seizure outcomes after local surgical resection.
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Affiliation(s)
- Yuanfang Jiang
- Department of Nuclear Medicine, PET/CT-MRI Center, Center of Cyclotron and PET Radiopharmaceuticals, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510632, China
| | - Guixian Tang
- Department of Nuclear Medicine, PET/CT-MRI Center, Center of Cyclotron and PET Radiopharmaceuticals, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510632, China
| | - Shixin Liu
- The First Affiliated Hospital, Jinan University, Guangzhou 510630, China; Guangdong Provincial Key Laboratory of Spine and Spinal Cord Reconstruction, The Fifth Affiliated Hospital (Heyuan Shenhe People's Hospital), Jinan University, Heyuan 517000, China
| | - Yongjin Tang
- Department of Nuclear Medicine, PET/CT-MRI Center, Center of Cyclotron and PET Radiopharmaceuticals, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510632, China
| | - Qijun Cai
- Department of Nuclear Medicine, PET/CT-MRI Center, Center of Cyclotron and PET Radiopharmaceuticals, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510632, China
| | - Chunyuan Zeng
- Department of Nuclear Medicine, PET/CT-MRI Center, Center of Cyclotron and PET Radiopharmaceuticals, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510632, China
| | - Guowei Li
- Department of Nuclear Medicine, PET/CT-MRI Center, Center of Cyclotron and PET Radiopharmaceuticals, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510632, China
| | - Biao Wu
- Department of Nuclear Medicine, PET/CT-MRI Center, Center of Cyclotron and PET Radiopharmaceuticals, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510632, China
| | - Huanhua Wu
- Department of Nuclear Medicine, PET/CT-MRI Center, Center of Cyclotron and PET Radiopharmaceuticals, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510632, China
| | - Zhiqiang Tan
- Department of Nuclear Medicine, PET/CT-MRI Center, Center of Cyclotron and PET Radiopharmaceuticals, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510632, China
| | - Jingjie Shang
- Department of Nuclear Medicine, PET/CT-MRI Center, Center of Cyclotron and PET Radiopharmaceuticals, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510632, China
| | - Qiang Guo
- Epilepsy Center, Guangdong 999 Brain Hospital, Affiliated Brain Hospital of Jinan University, Guangzhou 510000, China.
| | - Xueying Ling
- Department of Nuclear Medicine, PET/CT-MRI Center, Center of Cyclotron and PET Radiopharmaceuticals, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510632, China.
| | - Hao Xu
- Department of Nuclear Medicine, PET/CT-MRI Center, Center of Cyclotron and PET Radiopharmaceuticals, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510632, China.
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Niedowicz DM, Wang W, Prajapati P, Zhong Y, Fister S, Rogers CB, Sompol P, Powell DK, Patel I, Norris CM, Saatman KE, Nelson PT. Nicorandil treatment improves survival and spatial learning in aged granulin knockout mice. Brain Pathol 2025; 35:e13312. [PMID: 39438022 PMCID: PMC11961209 DOI: 10.1111/bpa.13312] [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: 05/29/2024] [Accepted: 09/25/2024] [Indexed: 10/25/2024] Open
Abstract
Mutations in the human granulin (GRN) gene are associated with multiple diseases, including dementia disorders such as frontotemporal dementia (FTD) and limbic-predominant age-related TDP-43 encephalopathy (LATE). We studied a Grn knockout (Grn-KO) mouse model in order to evaluate a potential therapeutic strategy for these diseases using nicorandil, a commercially available agonist for the ABCC9/Abcc9-encoded regulatory subunit of the "K+ATP" channel that is well-tolerated in humans. Aged (13 months) Grn-KO and wild-type (WT) mice were treated as controls or with nicorandil (15 mg/kg/day) in drinking water for 7 months, then tested for neurobehavioral performance, neuropathology, and gene expression. Mortality was significantly higher for aged Grn-KO mice (particularly females), but there was a conspicuous improvement in survival for both sexes treated with nicorandil. Grn-KO mice performed worse on some cognitive tests than WT mice, but Morris Water Maze performance was improved with nicorandil treatment. Neuropathologically, Grn-KO mice had significantly increased levels of glial fibrillary acidic protein (GFAP)-immunoreactive astrocytosis but not ionized calcium binding adaptor molecule 1 (IBA-1)-immunoreactive microgliosis, indicating cell-specific inflammation in the brain. Expression of several astrocyte-enriched genes, including Gfap, were also elevated in the Grn-KO brain. Nicorandil treatment was associated with a subtle shift in a subset of detected brain transcript levels, mostly related to attenuated inflammatory markers. Nicorandil treatment improved survival outcomes, cognition, and inflammation in aged Grn-KO mice.
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Affiliation(s)
- Dana M. Niedowicz
- Sanders Brown Center on AgingUniversity of KentuckyLexingtonKentuckyUSA
| | - Wang‐Xia Wang
- Sanders Brown Center on AgingUniversity of KentuckyLexingtonKentuckyUSA
- Department of PathologyUniversity of KentuckyLexingtonKentuckyUSA
| | - Paresh Prajapati
- Sanders Brown Center on AgingUniversity of KentuckyLexingtonKentuckyUSA
| | - Yu Zhong
- Sanders Brown Center on AgingUniversity of KentuckyLexingtonKentuckyUSA
| | - Shuling Fister
- Sanders Brown Center on AgingUniversity of KentuckyLexingtonKentuckyUSA
| | - Colin B. Rogers
- Sanders Brown Center on AgingUniversity of KentuckyLexingtonKentuckyUSA
| | - Pradoldej Sompol
- Sanders Brown Center on AgingUniversity of KentuckyLexingtonKentuckyUSA
- Department of Pharmacology and Nutritional SciencesUniversity of KentuckyLexingtonKentuckyUSA
| | - David K. Powell
- Department of NeuroscienceUniversity of KentuckyLexingtonKentuckyUSA
| | - Indumati Patel
- Sanders Brown Center on AgingUniversity of KentuckyLexingtonKentuckyUSA
| | - Christopher M. Norris
- Sanders Brown Center on AgingUniversity of KentuckyLexingtonKentuckyUSA
- Department of Pharmacology and Nutritional SciencesUniversity of KentuckyLexingtonKentuckyUSA
| | | | - Peter T. Nelson
- Sanders Brown Center on AgingUniversity of KentuckyLexingtonKentuckyUSA
- Department of PathologyUniversity of KentuckyLexingtonKentuckyUSA
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Im JG, Kim JH, Park SH. Simultaneous measurement of cerebral blood flow and cerebrospinal fluid flow using pseudo-continuous arterial spin labeling. Neuroimage 2025; 311:121192. [PMID: 40199424 DOI: 10.1016/j.neuroimage.2025.121192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2024] [Revised: 04/04/2025] [Accepted: 04/05/2025] [Indexed: 04/10/2025] Open
Abstract
In the brain clearance system, the movement of cerebrospinal fluid (CSF) plays a key role in processing waste products. Previous studies have shown that CSF flow interacts significantly with cerebral blood flow (CBF) during brain waste clearance, but there are no simultaneous measurements and comparisons of these two metrics in humans. This study introduces a novel method for simultaneously measuring CSF pulsatile movement and CBF using pseudo-continuous arterial spin labeling (pCASL) MRI. We conducted a comparative analysis of the correlation between CBF and CSF pulsatile movement in human subjects during breath-holding and motor task conditions. Our findings demonstrate the effectiveness of our proposed technique in measuring CSF pulsatile movement, as validated by comparing results with phase-contrast MRI at corresponding locations. Importantly, we observed a robust positive correlation between CBF and CSF pulsation concurrently measured through pCASL during breath-holding. Furthermore, through inter-subject comparisons of regional CBF and CSF pulsation, we established that higher blood perfusion in putamen, caudate, and pallidum regions, which are included in basal ganglia structure, corresponds to greater CSF pulsatile movement. Our motor tasks significantly increased CBF in the motor cortex, and CSF pulsation measured in the dorsal part around cisterna magna showed a decreasing tendency in the motor condition compared to the resting state, aligning with the Monroe-Kelly doctrine. Accordingly, these results demonstrate the feasibility of simultaneous measurement of CBF and CSF pulsation using the proposed pCASL technique in humans, which warrants further investigation.
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Affiliation(s)
- Jae-Geun Im
- Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea
| | - Jun-Hee Kim
- Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea; Medical Research Center, Seoul National University, Seoul, South Korea
| | - Sung-Hong Park
- Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea.
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12
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Wan S, Yang X, Zhuo Y, Chen F, He P, Luo W, Shi Y, Zhu L. Meta-analysis of arterial spin labeling MRI to identify residual cerebral arteriovenous malformations after treatment. BMC Med Imaging 2025; 25:127. [PMID: 40251605 PMCID: PMC12007328 DOI: 10.1186/s12880-025-01668-3] [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: 11/14/2024] [Accepted: 04/07/2025] [Indexed: 04/20/2025] Open
Abstract
BACKGROUND To use of statistical methods to assess the diagnostic value of arterial spin labeling (ASL) imaging for follow-up of treated arteriovenous malformations. METHODS We screened references from four databases, namely, the Cochrane Library, PubMed, Web of Science and Embase, that met the requirements. The methodology quality of the included studies was evaluated using the QUADAS-2 (Quality Assessment of Diagnostic Accuracy Studies-2) tool. Data pertaining to diagnostic performance were extracted, and the pooled sensitivity and specificity were calculated using a bivariate mixed-effects model. RESULTS We included six studies with a total of 132 patients with arteriovenous malformation (AVM). The merged sensitivity and specificity of ASL for the diagnosis of brain AVMs with incomplete occlusion after treatment were 0.94[0.86-0.98] and 0.99 [0.59-1.00], respectively. According to the SROC curve summary, the AUC was found to be 0.98 [0.96-0.99]. No significant publication bias was observed. CONCLUSION While ASL does not currently match the diagnostic precision of DSA, it is instrumental in post-treatment surveillance of AVM patients. With the development of ASL technology in the future, this technique holds promise as a minimally invasive diagnostic strategy for AVMs with fewer side effects. REGISTRATION NUMBER OF PROSPERO CRD42023422087. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Shurun Wan
- Key Laboratory of Chinese Internal Medicine of Educational Ministry and Beijing, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Xiuyan Yang
- School of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 100029, China
| | - Yudi Zhuo
- Key Laboratory of Chinese Internal Medicine of Educational Ministry and Beijing, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Fei Chen
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Peiyue He
- Key Laboratory of Chinese Internal Medicine of Educational Ministry and Beijing, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Weibo Luo
- Key Laboratory of Chinese Internal Medicine of Educational Ministry and Beijing, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Yi Shi
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China.
| | - Lingqun Zhu
- Key Laboratory of Chinese Internal Medicine of Educational Ministry and Beijing, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China.
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China.
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13
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Akl E, Dyrba M, Görß D, Schumacher J, Weber MA. MRI for diagnosing dementia - update 2025. ROFO-FORTSCHR RONTG 2025. [PMID: 40209752 DOI: 10.1055/a-2563-0725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/12/2025]
Abstract
Magnetic resonance imaging (MRI) plays a crucial role alongside clinical and neuropsychological assessments in diagnosing dementia. The recent and ongoing advancements in MRI technology have significantly enhanced the detection and characterization of the specific neurostructural changes seen in various neurodegenerative diseases, thereby significantly increasing the precision of diagnosis. Within this context of perpetual evolution, this review article explores the recent advances in MRI with regard to diagnosing dementia.A retrospective literature review was conducted by searching the PubMed and ScienceDirect databases for the keywords "dementia", "imaging", and "MRI". The inclusion criteria were scientific papers in English that revolved around the role of MRI as a diagnostic tool in the field of dementia. A specific time frame was not determined but the focus was on current articles, with an overall of 20 articles dating from the last 6 years (after 2018), corresponding to 55% of the total number of articles.This review provides a comprehensive overview of the latest advances in the radiologic diagnosis of dementia using MRI, with a particular focus on the last 6 years. Technical aspects of image acquisition for clinical and research purposes are discussed. MRI findings typical of dementia are described. The findings are divided into non-specific findings of dementia and characteristic findings for certain dementia subtypes. This provides information about possible causes of dementia. In addition, developed scoring systems that support MRI findings are presented, including the MTA score for Alzheimer's disease with corresponding illustrative figures.The symbiosis of clinical evaluation with high-field MRI methodologies enhances dementia diagnosis and offers a holistic and nuanced understanding of structural brain changes associated with dementia and its various subtypes. The latest advances, mainly involving the emergence of ultra-high-field (7T) MRI, despite having limited use in clinical practice, mark a pragmatic shift in the field of research. · High-field MRI (3T) and specialized sequences allow for the detection of early structural changes indicative of dementia.. · Characteristic neuroanatomical MRI patterns enable the differentiation between various subtypes of dementia.. · Established scales provide added value to the quantification and categorization of MRI findings in dementia.. · Akl E, Dyrba M, Görß D et al. MRI for diagnosing dementia - update 2024. Rofo 2025; DOI 10.1055/a-2563-0725.
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Affiliation(s)
- Estelle Akl
- Institute of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, Rostock University Medical Center, Rostock, Germany
| | - Martin Dyrba
- Clinical Dementia Research Group, German Center for Neurodegenerative Diseases Site Rostock/Greifswald, Rostock, Germany
| | - Doreen Görß
- Clinical Dementia Research Group, German Center for Neurodegenerative Diseases Site Rostock/Greifswald, Rostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Julia Schumacher
- Clinical Dementia Research Group, German Center for Neurodegenerative Diseases Site Rostock/Greifswald, Rostock, Germany
- Department of Neurology, Rostock University Medical Center, Rostock, Germany
| | - Marc-André Weber
- Institute of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, Rostock University Medical Center, Rostock, Germany
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14
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Jara H, Farris CW. Editorial for "Altered Brain Functional Networks in Patients With Breast Cancer After Different Cycles of Neoadjuvant Chemotherapy". J Magn Reson Imaging 2025. [PMID: 40202357 DOI: 10.1002/jmri.29773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2025] [Accepted: 02/27/2025] [Indexed: 04/10/2025] Open
Affiliation(s)
- Hernan Jara
- Department of Radiology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Department of Radiology, Boston Medical Center, Boston, Massachusetts, USA
| | - Chad W Farris
- Department of Radiology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Department of Radiology, Boston Medical Center, Boston, Massachusetts, USA
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15
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Carnevale L, Lembo G. Imaging the cerebral vasculature at different scales: translational tools to investigate the neurovascular interfaces. Cardiovasc Res 2025; 120:2373-2384. [PMID: 39082279 DOI: 10.1093/cvr/cvae165] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 04/26/2024] [Accepted: 05/23/2024] [Indexed: 04/09/2025] Open
Abstract
The improvements in imaging technology opened up the possibility to investigate the structure and function of cerebral vasculature and the neurovascular unit with unprecedented precision and gaining deep insights not only on the morphology of the vessels but also regarding their function and regulation related to the cerebral activity. In this review, we will dissect the different imaging capabilities regarding the cerebrovascular tree, the neurovascular unit, the haemodynamic response function, and thus, the vascular-neuronal coupling. We will discuss both clinical and preclinical setting, with a final discussion on the current scenery in cerebrovascular imaging where magnetic resonance imaging and multimodal microscopy emerge as the most potent and versatile tools, respectively, in the clinical and preclinical context.
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Affiliation(s)
- Lorenzo Carnevale
- Department of AngioCardioNeurology and Translational Medicine, I.R.C.C.S. INM Neuromed, Via dell'Elettronica, 86077 Pozzilli, IS, Italy
| | - Giuseppe Lembo
- Department of AngioCardioNeurology and Translational Medicine, I.R.C.C.S. INM Neuromed, Via dell'Elettronica, 86077 Pozzilli, IS, Italy
- Department of Molecular Medicine, 'Sapienza' University of Rome, Viale Regina Elena, 291, 00161 Rome, Italy
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16
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Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Post-Concussion Brain Changes Relative to Pre-Injury White Matter and Cerebral Blood Flow: A Prospective Observational Study. Neurology 2025; 104:e213374. [PMID: 40073308 DOI: 10.1212/wnl.0000000000213374] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Accepted: 12/06/2024] [Indexed: 03/14/2025] Open
Abstract
BACKGROUND AND OBJECTIVES Medical clearance for return to play (RTP) after sports-related concussion is based on clinical assessment. It is unknown whether brain physiology has entirely returned to preinjury baseline at the time of clearance. In this longitudinal study, we assessed whether concussed individuals show functional and structural MRI brain changes relative to preinjury levels that persist beyond medical clearance. Secondary objectives were to test whether postconcussion changes exceed uninjured brain variability and to correlate MRI findings with clinical recovery time. METHODS For this prospective observational study, healthy athletes without a history of psychiatric, neurologic, or sensory-motor conditions were recruited from a single university sport medicine clinic. Clinical and MRI data were collected at preseason baseline, and those who were later concussed were reassessed at 1-7 days after injury, RTP, 1-3 months after RTP, and 1 year after RTP. A demographically matched control cohort of uninjured athletes was also reassessed at their subsequent preseason baseline. Primary outcomes were postconcussion changes in MRI measures of cerebral blood flow (CBF), white matter mean diffusivity (MD), and fractional anisotropy (FA), evaluated using mixed models. Secondary outcomes were group differences in MRI change scores and correlations of change scores with days to RTP. RESULTS Of the 187 athletes enrolled in the study, 25 had concussion with follow-up imaging (20.3 ± 1.5 years, 56% male, 44% female) and were compared with 27 controls (19.7 ± 1.8 years, 44% male, 56% female). Concussed athletes showed statistically significant changes from baseline, including decreased frontoinsular CBF (mean and 95% CI -8.97 [-12.80, -5.01] mL/100 g/minute, z = -4.53), along with increased MD (1.94 × 10-5 [1.26, 2.69] × 10-5, z = 5.48) and reduced FA (-7.30 × 10-3 [-9.80, -5.05] × 10-3, z = -6.07) in the corona radiata and internal capsule. Effects persisted beyond RTP, although only CBF changes exceeded longitudinal variability in controls. For participants with longer recovery periods, significantly greater changes in medial temporal CBF were also seen (ρ = 0.64 [0.44, 0.81], z = 6.80). DISCUSSION This study provides direct evidence of persistent postconcussion changes in CBF and white matter at RTP and up to 1 year later. These results support incomplete recovery of brain physiology at medical clearance, with secondary analyses emphasizing the sensitivity of CBF to clinical recovery.
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Affiliation(s)
- Nathan W Churchill
- Brain Health and Wellness Research Program, St. Michael's Hospital, Unity Health Toronto, Ontario, Canada
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Unity Health Toronto, Ontario, Canada
- Department of Physics, Toronto Metropolitan University, Ontario, Canada
| | - Michael G Hutchison
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Unity Health Toronto, Ontario, Canada
- Faculty of Kinesiology and Physical Education, University of Toronto, Ontario, Canada
| | - Simon J Graham
- Department of Medical Biophysics, University of Toronto, Ontario, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, Ontario, Canada; and
| | - Tom A Schweizer
- Brain Health and Wellness Research Program, St. Michael's Hospital, Unity Health Toronto, Ontario, Canada
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Unity Health Toronto, Ontario, Canada
- Faculty of Medicine (Neurosurgery), University of Toronto, Ontario, Canada
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17
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Vriend EM, Dijsselhof MB, Bouwmeester TA, Franco OH, Galenkamp H, Collard D, Nederveen AJ, van den Born BJH, Mutsaerts HJ. Mid-life association between cardiovascular risk factors and cerebral blood flow in a multi-ethnic population. CEREBRAL CIRCULATION - COGNITION AND BEHAVIOR 2025; 8:100384. [PMID: 40256354 PMCID: PMC12008139 DOI: 10.1016/j.cccb.2025.100384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2025] [Revised: 03/24/2025] [Accepted: 04/04/2025] [Indexed: 04/22/2025]
Abstract
Background Cardiovascular (CV) risk factors are associated with cerebrovascular damage and cognitive decline in late-life. However, it is unknown how different ethnic CV risk profiles relate to cerebral haemodynamics in mid-life. We aimed to investigate associations of CV risk factors with cerebral haemodynamics at two timepoints and examine the impact of ethnicity on these measures. Methods From the HELIUS study (53.0 years, 44.8 % female), participants of Dutch (n = 236), Moroccan (n = 122), or South-Asian Surinamese (n = 173) descent were included. Cerebral blood flow (CBF) and its spatial coefficient of variation (sCoV, an ASL-label arrival measure of macrovascular efficiency) were obtained in grey (GM) and white matter (WM). CV risk factors were assessed 8.4 years [7.4-9.5] (first visit) and 2.2 years [1.8-2.6] (second visit) prior to MRI. Associations of CV risk factors, WM hyperintensities (WMH), and carotid plaques with cerebral haemodynamics were investigated using linear regressions. Results CBF and sCoV differed per ethnicity. Only at the second visit associations were found, without an interaction with ethnicity; history of CV disease with lower GM CBF and higher WM sCoV, higher total cholesterol and lower WMH volume with lower WM CBF, smoking with higher WM sCoV, and higher SBP with lower GM sCoV. Conclusions These findings suggest that cerebral haemodynamics differ between ethnic groups in midlife. Although no interaction with ethnicity was found in the associations of CV risk factors, the observed differences in CBF and sCoV highlight the need to further explore how ethnic-specific risk profiles may contribute to cerebrovascular pathology over time.
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Affiliation(s)
- Esther M.C. Vriend
- Amsterdam UMC, University of Amsterdam, Department of Internal Medicine, Section Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands
- Amsterdam UMC, University of Amsterdam, Department of Public and Occupational Health, Amsterdam Public Health Research institute, Amsterdam, The Netherlands
| | - Mathijs B.J. Dijsselhof
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Vrije Universiteit, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, Amsterdam, The Netherlands
| | - Thomas A. Bouwmeester
- Amsterdam UMC, University of Amsterdam, Department of Internal Medicine, Section Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands
| | - Oscar H. Franco
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Henrike Galenkamp
- Amsterdam UMC, University of Amsterdam, Department of Public and Occupational Health, Amsterdam Public Health Research institute, Amsterdam, The Netherlands
| | - Didier Collard
- Amsterdam UMC, University of Amsterdam, Department of Internal Medicine, Section Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands
| | - Aart J. Nederveen
- Department of Radiology and Nuclear Medicine, Academic Medical Center (AMC), University of Amsterdam, Amsterdam, The Netherlands
| | - Bert-Jan H. van den Born
- Amsterdam UMC, University of Amsterdam, Department of Internal Medicine, Section Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands
- Amsterdam UMC, University of Amsterdam, Department of Public and Occupational Health, Amsterdam Public Health Research institute, Amsterdam, The Netherlands
| | - Henk J.M.M. Mutsaerts
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Vrije Universiteit, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Brain Imaging, Amsterdam, The Netherlands
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18
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Neher CM, Triolo E, RezayAraghi F, Khegai O, Balchandani P, McGarry M, Kurt M. Perfusion-mechanics coupling of the hippocampus. Interface Focus 2025; 15:20240051. [PMID: 40191030 PMCID: PMC11969186 DOI: 10.1098/rsfs.2024.0051] [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: 11/13/2024] [Revised: 01/27/2025] [Accepted: 02/24/2025] [Indexed: 04/09/2025] Open
Abstract
The hippocampus is a highly scrutinized brain structure due to its entanglement in multiple neuropathologies and vulnerability to metabolic insults. This study aims to non-invasively assess the perfusion-mechanics relationship of the hippocampus in the healthy brain across magnetic resonance imaging sequences and magnetic field strengths. In total, 17 subjects (aged 22-35, 7 males/10 females) were scanned with magnetic resonance elastography and arterial spin labelling acquisitions at 3T and 7T in a baseline physiological state. No significant differences in perfusion or stiffness were observed across magnetic field strengths or acquisitions. The hippocampus had the highest vascularity within the deep grey matter, followed closely by the caudate nucleus and putamen. We discovered a positive perfusion-mechanics correlation in the hippocampus across both 3T and 7T groups, with a highly significant correlation overall (R = 0.71, p = 0.0019), which was not observed in the caudate nucleus, a similarly vascular region. Furthermore, we supported our hypothesis that increased perfusion in the hippocampus would lead to greater pulsatile displacement in a small cohort (n = 10). Given that the hippocampus is an exceptionally vulnerable structure, with perfusion deficits often seen in diseases related to learning and memory, our results suggest a unique mechanistic link between metabolic health and stiffness biomarkers in this key region for the first time.
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Affiliation(s)
| | - Em Triolo
- University of Washington, Seattle, WA, USA
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Zhou L, Udayakumar D, Wang Y, Pinho MC, Wagner BC, Youssef M, Maldjian JA, Madhuranthakam AJ. Repeatability and Reproducibility of Pseudocontinuous Arterial Spin-Labeling-Measured Brain Perfusion in Healthy Volunteers and Patients with Glioblastoma. AJNR Am J Neuroradiol 2025:ajnr.A8551. [PMID: 39443151 DOI: 10.3174/ajnr.a8551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 10/21/2024] [Indexed: 10/25/2024]
Abstract
BACKGROUND AND PURPOSE Arterial spin-labeling (ASL) MRI has gained recognition as a quantitative perfusion imaging method for managing patients with brain tumors. Limited studies have so far investigated the reproducibility of ASL-derived perfusion in these patients. This study aimed to evaluate intrasession repeatability and intersession reproducibility of perfusion measurements using 3D pseudocontinuous ASL (pCASL) with TSE Cartesian acquisition with spiral profile reordering (TSE-CASPR) in healthy volunteers (HV) and patients with glioblastoma (GBM) at 3T and to compare them against 3D pCASL with gradient and spin echo (GRASE). MATERIALS AND METHODS This prospective study (NCT03922984) was approved by the institutional review board, and written informed consent was obtained from all subjects. HV underwent repeat pCASL evaluations 2-4 weeks apart between November 2021 and October 2022. Patients with GBM were recruited for longitudinal MRI from September 2019 to February 2023. Intrasession repeatability (HV and GBM) and intersession reproducibility (HV only) of pCASL were assessed using linear regression, Bland-Altman analyses, the intraclass correlation coefficient (ICC) with 95% CI, and within-subject coefficients of variation (wsCV). RESULTS Twenty HV (9 men; mean age, 25.1 [SD, 1.7] years; range, 23-30 years) and 21 patients with GBM (15 men; mean age, 59.8 [SD, 14.3] years; range, 28-81 years) were enrolled. In imaging sessions, 3D pCASL-measured perfusion with TSE-CASPR and GRASE, respectively, achieved high R 2 values (0.88-0.95; 0.93-0.96), minimal biases (-0.46-0.81; -0.08-0.35 mL/100 g/min), high ICCs [95% CI], 0.96-0.98 [0.94-0.98]; 0.96-0.98 [0.92-0.99]), and low wsCV (6.64%-9.07%; 5.20%-8.16%) in HV (n = 20) and patients with GBM (n = 21). Across imaging sessions, 3D pCASL in HV (n = 20) achieved high R 2 values (0.71; 0.82), minimal biases (-1.2; -0.90 mL/100 g/min), high ICC [95% CI] values (0.85 [0.81-0.89]; 0.90 [0.87-0.93]), and low wsCV values (13.82%; 9.98%). CONCLUSIONS Our study demonstrated excellent intrasession repeatability of 3D pCASL-measured cerebral perfusion in HV and patients with GBM and good-to-excellent intersession reproducibility in HV. 3D pCASL with GRASE performed slightly better than 3D pCASL with TSE-CASPR in HV; however, in patients with GBM, 3D pCASL with TSE-CASPR showed better performance in tumor regions with a nearly 2-fold higher SNR. ASL-measured perfusion could serve as a noncontrast quantitative imaging biomarker to facilitate the management of patients with GBM.
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Affiliation(s)
- Limin Zhou
- From the Department of Radiology (L.Z., D.U., YW., M.C.P., B.C.W. J.A.M. A.J.M.), Utah Southwestern Medical Center, Dallas, Texas
| | - Durga Udayakumar
- From the Department of Radiology (L.Z., D.U., YW., M.C.P., B.C.W. J.A.M. A.J.M.), Utah Southwestern Medical Center, Dallas, Texas
- Advanced Imaging Research Center (D.U., M.C.P., J.A.M., A.J.M.), Utah Southwestern Medical Center, Dallas, Texas
| | - Yiming Wang
- From the Department of Radiology (L.Z., D.U., YW., M.C.P., B.C.W. J.A.M. A.J.M.), Utah Southwestern Medical Center, Dallas, Texas
| | - Marco C Pinho
- From the Department of Radiology (L.Z., D.U., YW., M.C.P., B.C.W. J.A.M. A.J.M.), Utah Southwestern Medical Center, Dallas, Texas
- Advanced Imaging Research Center (D.U., M.C.P., J.A.M., A.J.M.), Utah Southwestern Medical Center, Dallas, Texas
| | - Benjamin C Wagner
- From the Department of Radiology (L.Z., D.U., YW., M.C.P., B.C.W. J.A.M. A.J.M.), Utah Southwestern Medical Center, Dallas, Texas
| | - Michael Youssef
- Departments of Neurology (M.Y.), UT Southwestern Medical Center, Dallas, Texas
- Department of Hematology and Oncology (M.Y.), Utah Southwestern Medical Center, Dallas, Texas
| | - Joseph A Maldjian
- From the Department of Radiology (L.Z., D.U., YW., M.C.P., B.C.W. J.A.M. A.J.M.), Utah Southwestern Medical Center, Dallas, Texas
- Advanced Imaging Research Center (D.U., M.C.P., J.A.M., A.J.M.), Utah Southwestern Medical Center, Dallas, Texas
| | - Ananth J Madhuranthakam
- From the Department of Radiology (L.Z., D.U., YW., M.C.P., B.C.W. J.A.M. A.J.M.), Utah Southwestern Medical Center, Dallas, Texas
- Advanced Imaging Research Center (D.U., M.C.P., J.A.M., A.J.M.), Utah Southwestern Medical Center, Dallas, Texas
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20
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Deng X, Lv L, Luo D, Xiao Y, Dai J, Xiao X. Cerebral flow estimated from 3D pCASL for prediction of intraoperative blood loss in non-embolized meningiomas: a feasibility study. Quant Imaging Med Surg 2025; 15:3308-3321. [PMID: 40235824 PMCID: PMC11994498 DOI: 10.21037/qims-24-2326] [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: 10/24/2024] [Accepted: 02/26/2025] [Indexed: 04/17/2025]
Abstract
Background Intraoperative hemorrhage in meningioma surgery represents a critical clinical challenge. In this study, we aimed to investigate the feasibility of predicting intraoperative blood loss (IBL) in non-embolized meningiomas using the cerebral blood flow (CBF) information estimated from three-dimensional (3D) pseudo-continuous arterial spin labeling (pCASL) magnetic resonance imaging (MRI). Methods A total of 48 non-embolized meningioma patients who underwent preoperative 3D pCASL from September 2017 to July 2024 were retrospectively studied. IBL was recorded during the operation. The meningioma's CBF was normalized to the contralateral normal gray matter's CBF, yielding the normalized CBF, which was analyzed, along with MRI-based tumor anatomy including volume, the volume ratio between tumor and total brain (VRTB), maximum tumor diameter, and location. Patients were divided into high and low blood loss groups at a 400 mL threshold. Logistic regression was employed to find the parameters correlated with IBL. Diagnostic performance was assessed using receiver operating characteristic (ROC) curve analysis [area under the curve (AUC)] and the Delong test. Results Clinical and radiological analysis revealed significant differences in tumor volume, VRTB, maximum tumor diameter, and normalized CBF between subgroups. Multivariate logistic regression identified VRTB [odds ratio (OR) =2.055, 95% confidence interval (CI): 1.250-3.379], and normalized CBF (OR =1.428, 95% CI: 1.109-1.838) as significant predictors of elevated IBL. Optimal cutoff values were 3.293% for VRTB and 1.817 for normalized CBF. The AUCs were 0.751 for VRTB and 0.683 for normalized CBF, with no significant difference between them (Delong test, P=0.582). The combined risk factors' AUC, including both VRTB and normalized CBF, was 0.867, showing a significant difference from normalized CBF (P=0.010) but not from VRTB (P=0.099). Conclusions The normalized CBF and VRTB may serve as promising non-invasive imaging biomarkers to predict IBL and guide meningioma surgery.
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Affiliation(s)
- Xinru Deng
- Department of Radiology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
- Jiangxi Provincial Key Laboratory of Intelligent Medical Imaging, Nanchang, China
| | - Lianjiang Lv
- Department of Radiology, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Dan Luo
- Department of Radiology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
- Jiangxi Provincial Key Laboratory of Intelligent Medical Imaging, Nanchang, China
| | - Yawen Xiao
- Department of Radiology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
- Jiangxi Provincial Key Laboratory of Intelligent Medical Imaging, Nanchang, China
| | | | - Xinlan Xiao
- Department of Radiology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
- Jiangxi Provincial Key Laboratory of Intelligent Medical Imaging, Nanchang, China
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21
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Zhang Z, Riley E, Chen S, Zhao L, Anderson AK, DeRosa E, Dai W. Age and gender-related patterns of arterial transit time and cerebral blood flow in healthy adults. Neuroimage 2025; 309:121098. [PMID: 39988291 DOI: 10.1016/j.neuroimage.2025.121098] [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: 09/14/2024] [Revised: 02/17/2025] [Accepted: 02/21/2025] [Indexed: 02/25/2025] Open
Abstract
Normal aging has been associated with increased arterial transit time (ATT) and reduced cerebral blood flow (CBF). However, age-related patterns of ATT and CBF and their relationship remain unclear. This is partly due to the lengthy scan times required for ATT measurements, which caused previous age-related CBF studies to not fully account for transit time. In this work, we aimed to elucidate age-related ATT and ATT-corrected CBF patterns. We examined 131 healthy subjects aged 19 to 82 years old using two pseudo-continuous arterial spin labeling (PCASL) MRI scans: one to measure fast low-resolution ATT maps with five post-labeling delays and the other to measure high-resolution perfusion-weighted maps with a single post-labeling delay. Both ATT and perfusion-weighed maps were applied with vessel suppression. We found that ATT increases with age in the frontal, temporoparietal, and occipital regions, with a more pronounced elongation in males compared to females in the middle temporal gyrus. ATT-corrected CBF decreases with age in several brain regions, including the anterior cingulate, insula, posterior cingulate, angular, precuneus, supramarginal, frontal, parietal, superior and middle temporal, occipital, and cerebellar regions, while remaining stable in the inferior temporal and subcortical regions. In contrast, without ATT correction, we detected artifactual decreases in the inferior temporal and precentral regions. These findings suggest that ATT provides valuable and independent insights into microvascular deficits and should be incorporated into CBF measurements for studies involving aging populations.
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Affiliation(s)
- Zongpai Zhang
- School of Computing, State University of New York at Binghamton, Binghamton, NY 13902, USA
| | - Elizabeth Riley
- Department of Psychology, Cornell University, Ithaca, NY 14853, USA
| | - Shichun Chen
- School of Computing, State University of New York at Binghamton, Binghamton, NY 13902, USA
| | - Li Zhao
- College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, Zhejiang 310027, PR China
| | - Adam K Anderson
- Department of Psychology, Cornell University, Ithaca, NY 14853, USA
| | - Eve DeRosa
- Department of Psychology, Cornell University, Ithaca, NY 14853, USA
| | - Weiying Dai
- School of Computing, State University of New York at Binghamton, Binghamton, NY 13902, USA.
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22
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Oliva V, Riegner G, Dean J, Khatib LA, Allen A, Barrows D, Chen C, Fuentes R, Jacobson A, Lopez C, Mosbey D, Reyes M, Ross J, Uvarova A, Liu T, Mobley W, Zeidan F. I feel your pain: higher empathy is associated with higher posterior default mode network activity. Pain 2025; 166:e60-e67. [PMID: 39661395 DOI: 10.1097/j.pain.0000000000003434] [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: 01/18/2024] [Accepted: 08/31/2024] [Indexed: 12/12/2024]
Abstract
ABSTRACT Empathy is characterized as the ability to share one's experience and is associated with altruism. Previous work using blood oxygen level-dependent (BOLD) functional MRI (fMRI) has found that empathy is associated with greater activation in brain mechanisms supporting mentalizing (temporoparietal junction), salience (anterior cingulate cortex; insula), and self-reference (medial prefrontal cortex; precuneus). However, BOLD fMRI has some limitations that may not reliably capture the tonic experience of empathy. To address this, the present study used a perfusion-based arterial spin labeling fMRI approach that provides direct a quantifiable measurement of cerebral blood flow (1 mL/100 g tissue/min) and is less susceptible to low-frequency fluctuations and empathy-based "carry-over" effects that may be introduced by BOLD fMRI-based block designs. Twenty-nine healthy females (mean age = 29 years) were administered noxious heat (48°C; left forearm) during arterial spin labeling fMRI. In the next 2 fMRI scans, female volunteers viewed a stranger (laboratory technician) and their romantic partner, respectively, receive pain-evoking heat (48°C; left forearm) in real-time and positioned proximal to the scanner during fMRI acquisition. Visual analog scale (0 = "not unpleasant"; 10 = "most unpleasant sensation imaginable") empathy ratings were collected after each condition. There was significantly ( P = 0.01) higher empathy while viewing a romantic partner in pain and greater cerebral blood flow in the right temporoparietal junction, amygdala, anterior insula, orbitofrontal cortex, and precuneus when compared with the stranger. Higher empathy was associated with greater precuneus and primary visual cortical activation. The present findings indicate that brain mechanisms supporting the embodiment of another's experience is associated with higher empathy.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - William Mobley
- Neurosciences, UC San Diego, La Jolla, CA, United States
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23
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Ji Y, Woods JG, Li H, Okell TW. Dynamic B 0 field shimming for improving pseudo-continuous arterial spin labeling at 7 T. Magn Reson Med 2025; 93:1674-1689. [PMID: 39642063 PMCID: PMC11782713 DOI: 10.1002/mrm.30387] [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: 07/23/2024] [Revised: 11/02/2024] [Accepted: 11/10/2024] [Indexed: 12/08/2024]
Abstract
PURPOSE B0 field inhomogeneity within the brain-feeding arteries is a major issue for pseudo-continuous arterial spin labeling (PCASL) at 7 T because it reduces the labeling efficiency and leads to a loss of perfusion signal. This study aimed to develop a vessel-specific dynamic B0 field shimming method for 7 T PCASL to improve the labeling efficiency by correcting off-resonance within the arteries in the labeling region. METHODS We implemented a PCASL sequence with dynamic B0 shimming at 7 T that compensates for B0 field offsets in the brain-feeding arteries by updating linear shimming terms and adding a phase increment to the PCASL RF pulses. Rapidly acquired vessel-specific B0 field maps were used to calculate dynamic B0 shimming parameters. We evaluated both 2D and 3D variants of our method, comparing their performance against the established global frequency offset and optimal encoding scheme-based corrections. Cerebral blood flow (CBF) maps were quantified before and after corrections, and CBF values from different methods were compared across the whole brain, white matter, and gray matter regions. RESULTS All off-resonance correction methods significantly recovered perfusion signals across the brain. The proposed vessel-specific dynamic B0 shimming method improved the labeling efficiency while maintaining optimal static shimming in the imaging region. Perfusion-weighted images demonstrated the superiority of the 3D dynamic B0 shimming method compared to global or 2D-based correction approaches. CBF analysis revealed that 3D dynamic B0 shimming significantly increased CBF values relative to the other methods. CONCLUSION Our proposed dynamic B0 shimming method offers a significant advancement in PCASL robustness and effectiveness, enabling full utilization of 7 T ASL high sensitivity and spatial resolution.
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Affiliation(s)
- Yang Ji
- Wellcome Centre for Integrative Neuroimaging, FMRIB Division, Nuffield Department of Clinical NeurosciencesUniversity of OxfordOxfordUK
- Department of Electronic Engineering and Information Science, School of Information Science and TechnologyUniversity of Science and Technology of ChinaHefeiPeople's Republic of China
| | - Joseph G. Woods
- Wellcome Centre for Integrative Neuroimaging, FMRIB Division, Nuffield Department of Clinical NeurosciencesUniversity of OxfordOxfordUK
| | - Hongwei Li
- Wellcome Centre for Integrative Neuroimaging, FMRIB Division, Nuffield Department of Clinical NeurosciencesUniversity of OxfordOxfordUK
- Institute of Science and Technology for Brain‐inspired IntelligenceFudan UniversityShanghaiPeople's Republic of China
| | - Thomas W. Okell
- Wellcome Centre for Integrative Neuroimaging, FMRIB Division, Nuffield Department of Clinical NeurosciencesUniversity of OxfordOxfordUK
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24
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Yang F, Peng W, Wei H, Li X, Yu X, Li L, Zhao Y, Xie L, Lin M, Zhang H. Pretreatment arterial spin labeling combined with radiological depth of invasion predicts treatment outcome in nonmetastatic NPC. Radiother Oncol 2025; 205:110765. [PMID: 39889968 DOI: 10.1016/j.radonc.2025.110765] [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: 07/03/2024] [Revised: 01/10/2025] [Accepted: 01/27/2025] [Indexed: 02/03/2025]
Abstract
BACKGROUND AND PURPOSE To investigate the value of arterial spin labeling (ASL) and radiological depth of invasion (rDOI) in predicting long-term treatment outcomes in nonmetastatic nasopharyngeal carcinoma (NPC). MATERIALS AND METHODS A total of 113 patients with NPC were included and randomly divided into training (n = 81) and validation (n = 32) cohorts. Tumor blood flow (TBF) parameters derived from the ASL (TBFMean, TBFSD, and nTBF) were obtained. Two radiologists independently measured the rDOI in both axial (rDOI_a) and coronal (rDOI_c) planes, subsequently categorizing patients into low-risk and high-risk groups. Spearman analysis was used to explore the correlation. In the training cohort, ASL-based, ASL + rDOI, and TNM models were constructed using univariate and multivariate Cox regression analyses. Model performance, including calibration, robustness, discrimination, and clinical utility, was assessed in both training and validation cohorts. The net classification index (NRI) and integrated discrimination improvement (IDI) were calculated. RESULTS The median follow-up duration was 63.4 (56.2, 100.1) months. Disease progression and death occurred in 45 (39.8 %) and 32 (28.3 %) patients, respectively. TBFMean and rDOI were independent predictors of overall survival (OS) (hazard ratios [HR], 0.973 and 2.975, respectively) and progression-free survival (PFS) (HR, 0.985 and 2.207, respectively). rDOI_a and rDOI_c were significantly correlated with T stage (r = 0.538-0.738, P ≤ 0.002). The ASL + rDOI model demonstrated good robustness and clinical utility in both training and validation cohorts. Post-hoc subgroup analysis showed favorable results. CONCLUSION TBFMean and rDOI can predict survival outcomes in patients with NPC. Adding rDOI further improved the prediction performance.
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Affiliation(s)
- Fan Yang
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021 China; Department of Radiology, Division of Neuroimaging and Neurointervention, Stanford University, Stanford University Medical Center, Stanford, California, USA.
| | - Wenjing Peng
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021 China
| | - Haoran Wei
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021 China
| | - Xiaolu Li
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021 China
| | - Xiaoduo Yu
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021 China
| | - Lin Li
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021 China
| | - Yanfeng Zhao
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021 China
| | - Lizhi Xie
- MR Research China, GE Healthcare, China
| | - Meng Lin
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021 China.
| | - Hongmei Zhang
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021 China.
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25
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Mentink LJ, van Osch MJP, Bakker LJ, Olde Rikkert MGM, Beckmann CF, Claassen JAHR, Haak KV. Functional and vascular neuroimaging in maritime pilots with long-term sleep disruption. GeroScience 2025; 47:2351-2364. [PMID: 39531187 PMCID: PMC11978577 DOI: 10.1007/s11357-024-01417-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Accepted: 10/26/2024] [Indexed: 11/16/2024] Open
Abstract
The mechanism underlying the possible causal association between long-term sleep disruption and Alzheimer's disease remains unclear Musiek et al. 2015. A hypothesised pathway through increased brain amyloid load was not confirmed in previous work in our cohort of maritime pilots with long-term work-related sleep disruption Thomas et al. Alzheimer's Res Ther 2020;12:101. Here, using functional MRI, T2-FLAIR, and arterial spin labeling MRI scans, we explored alternative neuroimaging biomarkers related to both sleep disruption and AD: resting-state network co-activation and between-network connectivity of the default mode network (DMN), salience network (SAL) and frontoparietal network (FPN), vascular damage and cerebral blood flow (CBF). We acquired data of 16 maritime pilots (56 ± 2.3 years old) with work-related long-term sleep disruption (23 ± 4.8 working years) and 16 healthy controls (59 ± 3.3 years old), with normal sleep patterns (Pittsburgh Sleep Quality Index ≤ 5). Maritime pilots did not show altered co-activation in either the DMN, FPN, or SAL and no differences in between-network connectivity. We did not detect increased markers of vascular damage in maritime pilots, and additionally, maritime pilots did not show altered CBF-patterns compared to healthy controls. In summary, maritime pilots with long-term sleep disruption did not show neuroimaging markers indicative of preclinical AD compared to healthy controls. These findings do not resemble those of short-term sleep deprivation studies. This could be due to resiliency to sleep disruption or selection bias, as participants have already been exposed to and were able to deal with sleep disruption for multiple years, or to compensatory mechanisms Mentink et al. PLoS ONE. 2021;15(12):e0237622. This suggests the relationship between sleep disruption and AD is not as strong as previously implied in studies on short-term sleep deprivation, which would be beneficial for all shift workers suffering from work-related sleep disruptions.
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Affiliation(s)
- Lara J Mentink
- Department of Geriatrics, Radboudumc Alzheimer Centre, Radboud University Medical Center, Nijmegen, The Netherlands.
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
- Department of Cognitive Science and Artificial Intelligence, School of Humanity and Digital Sciences, Tilburg University, Tilburg, The Netherlands.
| | | | - Leanne J Bakker
- Department of Geriatrics, Radboudumc Alzheimer Centre, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marcel G M Olde Rikkert
- Department of Geriatrics, Radboudumc Alzheimer Centre, Radboud University Medical Center, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Christian F Beckmann
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
- Centre for Functional MRI of the Brain (FMRIB), Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK
| | - Jurgen A H R Claassen
- Department of Geriatrics, Radboudumc Alzheimer Centre, Radboud University Medical Center, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
| | - Koen V Haak
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Cognitive Science and Artificial Intelligence, School of Humanity and Digital Sciences, Tilburg University, Tilburg, The Netherlands
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26
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Hu J, Craig MS, Knight SP, De Looze C, Meaney JF, Kenny RA, Chen X, Chappell MA. Regional changes in cerebral perfusion with age when accounting for changes in gray-matter volume. Magn Reson Med 2025; 93:1807-1820. [PMID: 39568213 PMCID: PMC11782718 DOI: 10.1002/mrm.30376] [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: 06/23/2024] [Revised: 10/29/2024] [Accepted: 10/29/2024] [Indexed: 11/22/2024]
Abstract
PURPOSE One possible contributing factor for cerebral blood flow (CBF) decline in normal aging is the increase in partial volume effects due to brain atrophy, as cortical thinning can exacerbate the contamination of gray-matter (GM) voxels by other tissue types. This work investigates CBF changes in normal aging of a large elderly cohort aged 54 to 84 and how correction for partial volume effects that would accommodate potential changes in GM might affect this. METHODS The study cohort consisted of 474 participants aged 54 to 84 years using pseudo-continuous arterial spin labeling MRI. A volumetric pipeline and a surface-based pipeline were applied to measure global and regional perfusion. Volumetric regions of interest (ROIs) included GM, cerebral white matter, vascular territories, and the brain atlas from the UK Biobank. The cortical parcellation was using Desikan-Killiany atlas. Non-partial volume effect correction (PVEc) and PVEc GM-CBF changes with aging were modeled using linear regressions. RESULTS Global GM CBF decreased by 0.17 mL/100 g/min per year with aging before PVEc (p < 0.05) and was 0.18 mL/100 g/min after PVEc (p < 0.05). All cortical parcels exhibited CBF decreases with age before PVEc. After PVEc, seven parcels retained decreasing trends. However, GM CBF demonstrated increase with age after PVEc in three parcels. CONCLUSION Although decreases in global perfusion are observed with aging before PVEc, perfusion variations appear to be more regionally selective after PVEc. This supports the understanding that variation in cerebral perfusion with age observed with imaging is influenced by regional changes in anatomy that can be accommodated with PVEc, but perfusion variation is still observable even after PVE is accounted for.
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Affiliation(s)
- Jian Hu
- Mental Health & Clinical Neurosciences, School of Medicine University of NottinghamNottinghamUK
- Sir Peter Mansfield Imaging Center, School of Medicine University of NottinghamNottinghamUK
| | - Martin S. Craig
- Mental Health & Clinical Neurosciences, School of Medicine University of NottinghamNottinghamUK
- Sir Peter Mansfield Imaging Center, School of Medicine University of NottinghamNottinghamUK
| | - Silvin P. Knight
- The Irish Longitudinal Study on Ageing, School of Medicine Trinity College DublinDublinIreland
- School of MedicineTrinity College DublinDublinIreland
| | - Celine De Looze
- The Irish Longitudinal Study on Ageing, School of Medicine Trinity College DublinDublinIreland
- School of MedicineTrinity College DublinDublinIreland
| | - James F. Meaney
- School of MedicineTrinity College DublinDublinIreland
- The National Center for Advanced Medical ImagingSt. James's HospitalDublinIreland
| | - Rose Anne Kenny
- The Irish Longitudinal Study on Ageing, School of Medicine Trinity College DublinDublinIreland
- School of MedicineTrinity College DublinDublinIreland
- The Global Brain Health InstituteTrinity College DublinDublinIreland
- Mercer's Institute for Successful AgeingSt. James's HospitalDublinIreland
| | - Xin Chen
- Intelligent Modelling & Analysis GroupSchool of Computer Science, University of NottinghamNottinghamUK
| | - Michael A. Chappell
- Mental Health & Clinical Neurosciences, School of Medicine University of NottinghamNottinghamUK
- Sir Peter Mansfield Imaging Center, School of Medicine University of NottinghamNottinghamUK
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27
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Elanghovan P, Nguyen T, Spincemaille P, Gupta A, Wang Y, Cho J. Sensitivity assessment of QSM+qBOLD (or QQ) in detecting elevated oxygen extraction fraction (OEF) in physiological change. J Cereb Blood Flow Metab 2025; 45:735-745. [PMID: 39501700 PMCID: PMC11951439 DOI: 10.1177/0271678x241298584] [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: 05/14/2024] [Revised: 09/23/2024] [Accepted: 10/22/2024] [Indexed: 02/12/2025]
Abstract
The study investigated the sensitivity of a novel MRI-based OEF mapping, quantitative susceptibility mapping plus quantitative blood oxygen level-dependent imaging (QSM+qBOLD or QQ), to physiological changes, particularly increased oxygen extraction fraction (OEF) by using hyperventilation as a vasoconstrictive stimulus. While QQ's sensitivity to decreased OEF during hypercapnia has been demonstrated, its sensitivity to increased OEF levels, crucial for cerebrovascular disorders like vascular dementia and Parkinson's disease, remains unexplored. In comparison with a previous QSM-based OEF, we evaluated QQ's sensitivity to high OEF values. MRI data were obtained from 11 healthy subjects during resting state (RS) and hyperventilation state (HV) using a 3 T MRI with a three-dimensional multi-echo gradient echo sequence (mGRE) and arterial spin labeling (ASL). Region of interest (ROI) analysis and paired t-tests were used to compare OEF, CMRO2 and CBF between QQ and QSM. Similar to QSM, QQ showed higher OEF during HV compared to RS: in cortical gray matter, QQ-OEF and QSM-OEF was 36.4 ± 4.7% and 35.3 ± 12.5% at RS and 45.0 ± 11.6% and 45.0 ± 14.8% in HV, respectively. These findings demonstrate QQ's ability to detect physiological changes and suggest its potential in studying brain metabolism in neurological disorders.
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Affiliation(s)
- Praveena Elanghovan
- Department of Biomedical Engineering, University at Buffalo, Buffalo, NY, USA
| | - Thanh Nguyen
- Department of Radiology, Weill Cornell Medicine, New York, NY, USA
| | | | - Ajay Gupta
- Department of Radiology, Columbia University, New York, NY, USA
| | - Yi Wang
- Department of Radiology, Weill Cornell Medicine, New York, NY, USA
| | - Junghun Cho
- Department of Biomedical Engineering, University at Buffalo, Buffalo, NY, USA
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28
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Chen C, Barnes RA, Bangen KJ, Han F, Pfeuffer J, Wong EC, Liu TT, Bolar DS. MVP-VSASL: measuring MicroVascular Pulsatility using velocity-selective arterial spin labeling. Magn Reson Med 2025; 93:1516-1534. [PMID: 39888133 PMCID: PMC11782735 DOI: 10.1002/mrm.30370] [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: 06/20/2024] [Revised: 10/14/2024] [Accepted: 10/21/2024] [Indexed: 02/01/2025]
Abstract
PURPOSE By leveraging the small-vessel specificity of velocity-selective arterial spin labeling (VSASL), we present a novel technique for measuring cerebral MicroVascular Pulsatility named MVP-VSASL. THEORY AND METHODS We present a theoretical model relating the pulsatile, cerebral blood flow-driven VSASL signal to the microvascular pulsatility index (PI $$ \mathrm{PI} $$ ), a widely used metric for quantifying cardiac-dependent fluctuations. The model describes the dependence of thePI $$ \mathrm{PI} $$ of VSASL signal (denotedPI VS $$ {\mathrm{PI}}_{\mathrm{VS}} $$ ) on bolus durationτ $$ \tau $$ (an adjustable VSASL sequence parameter) and provides guidance for selecting a value ofτ $$ \tau $$ that maximizes the SNR of thePI VS $$ {\mathrm{PI}}_{\mathrm{VS}} $$ measurement. The model predictions were assessed in humans using data acquired with retrospectively cardiac-gated VSASL sequences over a broad range ofτ $$ \tau $$ values. In vivo measurements were also used to demonstrate the feasibility of whole-brain voxel-wise pulsatility mapping, assess intrasession repeatability ofPI VS $$ {\mathrm{PI}}_{\mathrm{VS}} $$ , and illustrate the potential of this method to explore an association with age. RESULTS The theoretical model showed excellent agreement to the empirical data in a gray matter region of interest (averageR 2 $$ {\mathrm{R}}^2 $$ value of 0.898± $$ \pm $$ 0.107 across six subjects). We further showed excellent intrasession repeatability of the pulsatility measurement (ICC = 0.960 $$ \mathrm{ICC}=0.960 $$ ,p < 0.001 $$ p<0.001 $$ ) and the potential to characterize associations with age (r = 0.554 $$ r=0.554 $$ ,p = 0.021 $$ p=0.021 $$ ). CONCLUSION We have introduced a novel, VSASL-based cerebral microvascular pulsatility technique, which may facilitate investigation of cognitive disorders where damage to the microvasculature has been implicated.
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Affiliation(s)
- Conan Chen
- Center for Functional MRIUniversity of California San Diego
La JollaCaliforniaUSA
- Department of RadiologyUniversity of California San DiegoLa JollaCaliforniaUSA
- Department of Electrical and Computer EngineeringUniversity of California San DiegoLa JollaCaliforniaUSA
| | - Ryan A. Barnes
- Center for Functional MRIUniversity of California San Diego
La JollaCaliforniaUSA
- Department of RadiologyUniversity of California San DiegoLa JollaCaliforniaUSA
| | - Katherine J. Bangen
- VA San Diego Healthcare SystemSan DiegoCaliforniaUSA
- Department of PsychiatryUniversity of California San DiegoLa JollaCaliforniaUSA
| | - Fei Han
- Siemens Medical SolutionsLos AngelesCaliforniaUSA
| | - Josef Pfeuffer
- Application DevelopmentSiemens Healthineers AGErlangenGermany
| | - Eric C. Wong
- Center for Functional MRIUniversity of California San Diego
La JollaCaliforniaUSA
- Department of RadiologyUniversity of California San DiegoLa JollaCaliforniaUSA
- Department of PsychiatryUniversity of California San DiegoLa JollaCaliforniaUSA
| | - Thomas T. Liu
- Center for Functional MRIUniversity of California San Diego
La JollaCaliforniaUSA
- Department of RadiologyUniversity of California San DiegoLa JollaCaliforniaUSA
- Department of PsychiatryUniversity of California San DiegoLa JollaCaliforniaUSA
| | - Divya S. Bolar
- Center for Functional MRIUniversity of California San Diego
La JollaCaliforniaUSA
- Department of RadiologyUniversity of California San DiegoLa JollaCaliforniaUSA
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29
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Dijsselhof MBJ, Holtrop J, James SN, Sudre CH, Lu K, Lorenzini L, Collij LE, Scott CJ, Manning EN, Thomas DL, Richards M, Hughes AD, Cash DM, Barkhof F, Schott JM, Petr J, Mutsaerts HJMM. Associations of life-course cardiovascular risk factors with late-life cerebral hemodynamics. J Cereb Blood Flow Metab 2025; 45:765-778. [PMID: 39552078 PMCID: PMC11571377 DOI: 10.1177/0271678x241301261] [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: 01/24/2024] [Revised: 10/07/2024] [Accepted: 10/30/2024] [Indexed: 11/19/2024]
Abstract
While the associations of mid-life cardiovascular risk factors with late-life white matter lesions (WMH) and cognitive decline have been established, the role of cerebral haemodynamics is unclear. We investigated the relation of late-life (69-71 years) arterial spin labelling (ASL) MRI-derived cerebral blood flow (CBF) with life-course cardiovascular risk factors (36-71 years) and late-life white matter hyperintensity (WMH) load in 282 cognitively healthy participants (52.8% female). Late-life (69-71 years) high systolic (B = -0.15) and diastolic (B = -0.25) blood pressure, and mean arterial pressure (B = -0.25) were associated with low grey matter (GM) CBF (p < 0.03), and white matter CBF (B = -0.25; B = -0.15; B = -0.13, p < 0.03, respectively). The association between systolic blood pressure and GM CBF differed between sexes (male/female B = -0.15/0.02, p = 0.04). No associations were found with early- or mid-life cardiovascular risk factors. Furthermore, WMHs were associated with cerebral haemodynamics but not cardiovascular risk factors. These findings suggest that cerebral blood flow autoregulation is able to maintain stable global cerebral haemodynamics until later in life. Future studies are encouraged to investigate why cardiovascular risk factors have differential effects on haemodynamics and WMH, and their implications for cognitive decline.
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Affiliation(s)
- Mathijs BJ Dijsselhof
- Dept. of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Vrije Universiteit, NL
- Amsterdam Neuroscience, Brain Imaging, NL
| | - Jorina Holtrop
- Dept. of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Vrije Universiteit, NL
- Amsterdam Neuroscience, Brain Imaging, NL
| | - Sarah-Naomi James
- MRC Unit for Lifelong Health and Ageing at UCL, University College London, UK
| | - Carole H Sudre
- MRC Unit for Lifelong Health and Ageing at UCL, University College London, UK
- Centre for Medical Image Computing, Department of Computer Science, University College London, UK
- Department of Biomedical Computing, School of Biomedical Engineering & Imaging Sciences, King’s College London, UK
| | - Kirsty Lu
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Luigi Lorenzini
- Dept. of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Vrije Universiteit, NL
- Amsterdam Neuroscience, Brain Imaging, NL
| | - Lyduine E Collij
- Dept. of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Vrije Universiteit, NL
- Amsterdam Neuroscience, Brain Imaging, NL
- Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Catherine J Scott
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
- Institute of Nuclear Medicine, University College London Hospital NHS Foundation Trust, London, UK
| | - Emily N Manning
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - David L Thomas
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
- Neuroradiological Academic Unit, Department of Brain Repair and Rehabilitation, UCL Queen Square Institute of Neurology, London, UK
| | - Marcus Richards
- MRC Unit for Lifelong Health and Ageing at UCL, University College London, UK
| | - Alun D Hughes
- MRC Unit for Lifelong Health and Ageing at UCL, University College London, UK
| | - David M Cash
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
- UK Dementia Research Institute at University College London
| | - Frederik Barkhof
- Dept. of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Vrije Universiteit, NL
- Amsterdam Neuroscience, Brain Imaging, NL
- Queen Square Institute of Neurology and Centre for Medical Image Computing, University College London, UK
| | - Jonathan M Schott
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Jan Petr
- Dept. of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Vrije Universiteit, NL
- Amsterdam Neuroscience, Brain Imaging, NL
- Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, DE
| | - Henk JMM Mutsaerts
- Dept. of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Vrije Universiteit, NL
- Amsterdam Neuroscience, Brain Imaging, NL
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Carmichael TG, Rauscher A, Grunau RE, Weber AM. The application of magnetic susceptibility separation for measuring cerebral oxygenation in preterm neonates. Pediatr Res 2025:10.1038/s41390-025-03966-6. [PMID: 40108431 DOI: 10.1038/s41390-025-03966-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 01/30/2025] [Accepted: 02/13/2025] [Indexed: 03/22/2025]
Abstract
BACKGROUND Quantitative susceptibility mapping (QSM), a magnetic resonance imaging (MRI) modality sensitive to deoxyhemoglobin, is a promising method for measuring cerebral oxygenation in human neonates. Paramagnetic sources, like deoxyhemoglobin, however, can be obscured by diamagnetic sources such as water and myelin. This study evaluated whether QSM images, or isolated paramagnetic components, are more accurate for measuring oxygenation of cerebral veins of preterm neonates, and explored oxygenation differences between the major cerebral veins. METHODS 19 preterm neonates were scanned on at term equivalent age on a 3T MRI using a multi-echo susceptibility-weighted imaging sequence. Susceptibility values were calculated from QSM images to determine oxygen saturation (SvO2) in the superior sagittal sinus (SSS) and central cerebral veins (CCV). The paramagnetic components of QSM images were isolated, and SvO2 values were recalculated. RESULTS The mean SvO2 values from QSM were 72.4% (SD, 3.4%) for the SSS and 68.7% (SD, 3.5%) for the CCV. SvO2 values for paramagnetic components were 58.1% (SD, 7.3%) for the SSS and 57.7% (SD, 7.0%) for the CCV. CONCLUSION While paramagnetic component decomposition yielded SSS values closer to those found in the literature, it increased variability. No significant oxygenation differences were found between the SSS and CCV, contrasting with prior studies. IMPACT This study evaluated the use of QSM and its paramagnetic components to measure cerebral oxygenation in neonates. By comparing susceptibility-derived oxygen saturation (SvO2) in the superior sagittal sinus (SSS) and central cerebral veins (CCV), it adds to the field of neonatal cerebral oxygenation measurement. Decomposing QSM into paramagnetic components shows potential for improving SvO2 accuracy, particularly in the SSS, though variability remains a challenge. The results suggest no significant oxygenation difference between the SSS and CCV, contrasting with previous findings, indicating a need for further research on neonatal venous oxygenation.
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Affiliation(s)
- Thomas Gavin Carmichael
- Integrated Sciences, The University of British Columbia, Vancouver, BC, Canada
- BC Children's Hospital Research Institute, The University of British Columbia, Vancouver, BC, Canada
| | - Alexander Rauscher
- Physics and Astronomy, The University of British Columbia, Vancouver, BC, Canada
| | - Ruth E Grunau
- BC Children's Hospital Research Institute, The University of British Columbia, Vancouver, BC, Canada
- Pediatrics, The University of British Columbia, Vancouver, BC, Canada
| | - Alexander Mark Weber
- BC Children's Hospital Research Institute, The University of British Columbia, Vancouver, BC, Canada.
- Pediatrics, The University of British Columbia, Vancouver, BC, Canada.
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31
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Driver ID, Chandler HL, Patitucci E, Morgan EL, Murphy K, Zappala S, Wise RG, Germuska M. Velocity-selective arterial spin labelling bolus duration measurements: Implications for consensus recommendations. IMAGING NEUROSCIENCE (CAMBRIDGE, MASS.) 2025; 3:imag_a_00506. [PMID: 40191050 PMCID: PMC7617564 DOI: 10.1162/imag_a_00506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/09/2025]
Abstract
Velocity-selective arterial spin labelling (VSASL) MRI is insensitive to prolonged arterial transit time. This is an advantage over other arterial spin labelling schemes, where long arterial transit times can lead to bias. Therefore, VSASL can be used with greater confidence to study perfusion in the presence of long arterial transit times, such as in the ageing brain, in vascular pathologies, and cancer, or where arterial transit time changes, such as during measurement of cerebrovascular reactivity (CVR). However, when calculating perfusion (cerebral blood flow, CBF, in the brain) from VSASL signal, it is assumed that a vascular crushing module, defining the duration of the bolus, is applied before the arrival of the trailing edge. The early arrival of the trailing edge of the labelled bolus of blood will cause an underestimation of perfusion. Here we measure bolus duration in adult, healthy human brains, both at rest and during elevated CBF during CO2 breathing (5% inspired CO2). Grey matter bolus duration was of 2.20 ± 0.35 s / 2.22 ± 0.53 s / 2.05 ± 0.34 s (2/3/4 cm/s vcutoff) at rest, in close agreement with a prior investigation. However, we observed a significant decrease in bolus duration during hypercapnia, and a matched reduction in CVR above a labelling delay of approximately 1.2 s. The reduction in CVR and bolus duration was spatially heterogenous, with shorter hypercapnic bolus durations observed in the frontal lobe (1.31 ± 0.54 s) and temporal lobes (1.36 ± 0.24 s), compared to the occipital lobe (1.50 ± 0.26 s). We place these results in context of recommendations from a recent consensus paper, which recommends imaging 1.4 s after the label, which could lead to CBF underestimation in conditions with fast flow or during CVR measurements. These results can be used to inform the experimental design of future VSASL studies, to avoid underestimating perfusion by imaging after the arrival of the trailing edge of the labelled bolus.
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Affiliation(s)
- Ian D Driver
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Cardiff, United Kingdom
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Physics and Astronomy, Cardiff University, Cardiff, United Kingdom
| | - Hannah L Chandler
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Cardiff, United Kingdom
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Physics and Astronomy, Cardiff University, Cardiff, United Kingdom
| | - Eleonora Patitucci
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Physics and Astronomy, Cardiff University, Cardiff, United Kingdom
| | - Emma L Morgan
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Cardiff, United Kingdom
| | - Kevin Murphy
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Physics and Astronomy, Cardiff University, Cardiff, United Kingdom
| | - Stefano Zappala
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Physics and Astronomy, Cardiff University, Cardiff, United Kingdom
| | - Richard G Wise
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Cardiff, United Kingdom
- Department of Neurosciences, Imaging and Clinical Sciences, 'G. d'Annunzio University' of Chieti-Pescara, Chieti, Italy
- Institute for Advanced Biomedical Technologies (ITAB), 'G. d'Annunzio University' of Chieti-Pescara, Chieti, Italy
| | - Michael Germuska
- Cardiff University Brain Research Imaging Centre (CUBRIC), School of Physics and Astronomy, Cardiff University, Cardiff, United Kingdom
- Department of Radiology, University of California Davis Medical Center, Sacramento, CA, United States of America
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Vedaei F, Srinivasan D, Parker D, Erus G, Dolui S, Sorond FA, Jacobs DR, Launer LJ, Lackland DT, Davatzikos C, Bryan RN, Nasrallah IM. Spatial and signal features of white matter integrity and associations with clinical factors: A CARDIA brain MRI study. Neuroimage Clin 2025; 46:103768. [PMID: 40101673 PMCID: PMC11964671 DOI: 10.1016/j.nicl.2025.103768] [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: 12/13/2024] [Revised: 02/23/2025] [Accepted: 03/10/2025] [Indexed: 03/20/2025]
Abstract
White matter hyperintensities (WMH) may be indicative of age-related cerebrovascular diseases and contribute to cognitive and functional decline. Normal appearing WM (NAWM) adjacent to WMH, termed "penumbra," is known to be vulnerable to future WMH pathology. WM integrity can be evaluated using multiple magnetic resonance imaging (MRI) modalities. We aimed to identify MRI features predictive of WMH growth and to compare the implications of these features based on spatial proximity to existing WMH versus signal features in baseline NAWM. We used baseline and 5-year follow-up MRI scans in 485 middle-aged participants form the Coronary Artery Risk Development in Young Adults (CARDIA). Multimodal MRI at baseline, including fluid attenuated inversion recovery (FLAIR), diffusion tensor imaging (DTI), and cerebral blood flow (CBF), was measured within WM ROIs including baseline WMH and regions that later developed into new WMH, within and external to the baseline penumbra. Overall, we found that 80% of new WMH appeared within the baseline penumbra. We also found lower fractional anisotropy (FA) and CBF and higher FLAIR and median diffusivity (MD) in NAWM at baseline in regions with subsequent WMH growth compared to those without WMH growth. For NAWM regions defined by signal features, subthreshold FA and suprathreshold MD and FLAIR abnormality at baseline were the most robust predictors of WMH growth. Baseline systolic blood pressure had significant associations with baseline abnormalities in NAWM and subsequently with cognitive decline, particularly for FA and MD measures. The findings support the use of DTI as the predictor of WMH growth, which is correlated with subtle, adverse WM alterations and cognitive function years before developing to WMH. The results may contribute to future clinical trials aimed at preserving WM integrity.
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Affiliation(s)
- Faezeh Vedaei
- AI(2)D, Center for AI and Data Science for Integrated Diagnostics, and Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, USA.
| | - Dhivya Srinivasan
- AI(2)D, Center for AI and Data Science for Integrated Diagnostics, and Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, USA
| | - Drew Parker
- Department of Radiology, Diffusion and Connectomics in Precision Healthcare Research Lab, University of Pennsylvania, Philadelphia, PA, USA
| | - Guray Erus
- AI(2)D, Center for AI and Data Science for Integrated Diagnostics, and Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, USA
| | - Sudipto Dolui
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Farzaneh A Sorond
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - David R Jacobs
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, MN, USA
| | - Lenore J Launer
- Neuroepidemiology Section, Intramural Research Program, National Institute on Aging, Bethesda, MD, USA
| | - Daniel T Lackland
- Division of Translational Neurosciences and Population Studies, Department of Neurology, Medical University of South Carolina, Charleston, SC, USA
| | - Christos Davatzikos
- AI(2)D, Center for AI and Data Science for Integrated Diagnostics, and Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, USA
| | - R Nick Bryan
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Ilya M Nasrallah
- AI(2)D, Center for AI and Data Science for Integrated Diagnostics, and Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, USA; Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
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Li S, Jiang A, Ma X, Yang B, Ni H, Zheng Y, Wang Z, Dong GH. Repetitive transcranial magnetic stimulation reduces smoking cravings by decreasing cerebral blood flow in the dorsolateral prefrontal cortex. Brain Commun 2025; 7:fcaf101. [PMID: 40084281 PMCID: PMC11904788 DOI: 10.1093/braincomms/fcaf101] [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: 05/16/2024] [Revised: 01/20/2025] [Accepted: 03/04/2025] [Indexed: 03/16/2025] Open
Abstract
Repetitive transcranial magnetic stimulation (rTMS) is a non-invasive brain stimulation method that has been increasingly used to treat psychiatric disorders, including tobacco use disorder. However, the neural mechanisms underlying the effects of rTMS remain unclear. This study aimed to examine the effectiveness of rTMS in smoking cessation and to explore the underlying neural mechanism of the treatment effect. In Experiment 1, we recruited 60 participants who smoked cigarettes and 60 healthy controls and used their baseline cerebral blood flow (CBF) measured by arterial spin labelling perfusion to determine the group-level difference in CBF. In Experiment 2, we used the left dorsolateral prefrontal cortex (DLPFC) as the target for subsequent 5-day rTMS treatment at a frequency of 10 Hz with 2000 pulses to observe the impact of rTMS on CBF, Fagerström test for nicotine dependence scores and Tiffney questionnaire on smoking urges scores. In Experiment 3, we measured functional connectivity to monitor the functional changes induced by rTMS and assessed their associations with smoking cravings and nicotine dependence scores. In Experiment 1, participants who smoked cigarettes presented significantly higher CBF in the left DLPFC and bilateral anterior cingulate cortex than healthy controls. In Experiment 2, rTMS significantly decreased CBF in the DLPFC and reduced Fagerström test for nicotine dependence scores and Tiffney questionnaire on smoking urges scores. In Experiment 3, rTMS increased functional connectivity between the left DLPFC and the bilateral superior frontal gyrus, right DLPFC, bilateral precuneus and bilateral parahippocampus in participants, who smoked cigarettes. Regional CBF is a tool to identify tobacco use disorder-related regional brain markers and targets for reducing nicotine dependence and smoking cravings through rTMS. A neural mechanism of left DLPFC rTMS may involve a reduction in CBF in the target area and an increase in functional connectivity between the target area and the DLPFC-striatal pathways.
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Affiliation(s)
- Shuang Li
- Department of Psychology, Yunnan Normal University, Kunming, 650500 Yunnan Province, China
- Institute of Psychological Science, Hangzhou Normal University, Hangzhou, 310000 Zhejiang Province, China
| | - Anhang Jiang
- Institute of Psychological Science, Hangzhou Normal University, Hangzhou, 310000 Zhejiang Province, China
| | - Xuefeng Ma
- Department of Psychology, Yunnan Normal University, Kunming, 650500 Yunnan Province, China
| | - Bo Yang
- Department of Psychology, Yunnan Normal University, Kunming, 650500 Yunnan Province, China
| | - Haosen Ni
- Department of Psychology, Yunnan Normal University, Kunming, 650500 Yunnan Province, China
| | - Yanbin Zheng
- Institute of Psychological Science, Hangzhou Normal University, Hangzhou, 310000 Zhejiang Province, China
| | - Ze Wang
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Guang-Heng Dong
- Department of Psychology, Yunnan Normal University, Kunming, 650500 Yunnan Province, China
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Zhao C, Cao C, Ren L, Wang H, Wu G, Fu D, Zhu J, Chai C, Guo Y, Xia S. Estimation of hypoperfused tissue volume in large vessel occlusions: pseudo-continuous arterial spin labeling versus dynamic susceptibility contrast perfusion-weighted imaging. Quant Imaging Med Surg 2025; 15:2053-2064. [PMID: 40160673 PMCID: PMC11948376 DOI: 10.21037/qims-24-1560] [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: 07/31/2024] [Accepted: 01/07/2025] [Indexed: 04/02/2025]
Abstract
Background Currently, the selection of patients with acute anterior large vessel occlusions (LVOs) for endovascular thrombectomy (EVT) is primarily based on dynamic susceptibility contrast perfusion-weighted imaging (DSC-PWI) or computed tomography (CT) perfusion imaging. This study investigated the consistency between hypoperfused tissue (HPT) (time to maximum >6 s, Tmax >6 s) volumes estimated by corrected and uncorrected multidelay pseudo-continuous arterial spin labeling (pCASL) and DSC-PWI in patients with anterior LVOs and also evaluated the diagnostic performances in selecting patients with acute LVOs for EVT. Methods This retrospective study enrolled patients with acute (n=108) and symptomatic chronic (n=90) LVOs. Shapiro-Wilk tests and receiver operating characteristic (ROC) analyses were used. Intraclass correlation coefficient (ICC) compared the consistency of HPT volume calculated by DSC-PWI and multidelay pCASL. Results Multidelay pCASL with different thresholds in acute LVOs were 128.8 [interquartile range (IQR), 76.2-181.1] mL in uncorrected relative cerebral blood flow (rCBF) <40%, 84.1 (IQR, 36.8-133.9) mL in uncorrected CBF <20 mL·100 g-1·min-1 , and 74.4 (IQR, 26.2-118.0) mL in corrected CBF <20 mL·100 g-1·min-1, which were comparable to the volume of 69.5 (IQR, 20.0-121.4) mL automatically determined by Tmax >6 s in DSC-PWI, and showed substantial consistency after correction (ICC =0.742). Multidelay pCASL with different thresholds in symptomatic chronic LVOs was 78.3 (IQR, 53.5-129.4) mL, 59.8 (IQR, 16.6-98.5) mL and 36.4 (IQR, 10.1-85.3) mL, which were comparable to the volume of 0 (IQR, 0-36.4) mL in DSC-PWI, and showed substantial consistency after correction (ICC =0.617). Using DEFUSE 3 as the reference standard, the CBF corrected by arterial transit time (ATT) showed good performance in selecting patients for EVT (area under the curve 0.804, 95% confidence interval: 0.717-0.891). Conclusions The volume of HPT defined by corrected CBF <20 mL·100 g-1·min-1 is consistent with that of DSC-PWI in acute and chronic symptomatic LVOs patients. Multidelay pCASL adjusted by ATT is more applicable to clinical routine.
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Affiliation(s)
- Chenxi Zhao
- Department of Radiology, The First Central Clinical School, Tianjin Medical University, Tianjin, China
| | - Chen Cao
- Department of Radiology, Tianjin Huanhu Hospital, Tianjin, China
| | - Lei Ren
- Medical Imaging Department, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
| | - Huiying Wang
- Department of Radiology, Medical Imaging Institute of Tianjin, Tianjin First Central Hospital, School of Medicine, Nankai University, Tianjin, China
| | - Gemuer Wu
- Department of Radiology, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China
| | - Dingwei Fu
- Department of Radiology, The First Central Clinical School, Tianjin Medical University, Tianjin, China
| | - Jinxia Zhu
- MR Collaboration, Siemens Healthineers Ltd., Beijing, China
| | - Chao Chai
- Department of Radiology, Medical Imaging Institute of Tianjin, Tianjin First Central Hospital, School of Medicine, Nankai University, Tianjin, China
| | - Yu Guo
- Department of Radiology, Medical Imaging Institute of Tianjin, Tianjin First Central Hospital, School of Medicine, Nankai University, Tianjin, China
| | - Shuang Xia
- Department of Radiology, Medical Imaging Institute of Tianjin, Tianjin First Central Hospital, School of Medicine, Nankai University, Tianjin, China
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35
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Calvo‐Imirizaldu M, Solis‐Barquero S, Aramendía‐Vidaurreta V, García de Eulate R, Domínguez P, Vidorreta M, Echeveste J, Argueta A, Cacho‐Asenjo E, Martinez‐Simon A, Bejarano B, Fernández‐Seara M. Cerebrovascular Reactivity Mapping in Brain Tumors Based on a Breath-Hold Task Using Arterial Spin Labeling. NMR IN BIOMEDICINE 2025; 38:e5317. [PMID: 39844376 PMCID: PMC11754703 DOI: 10.1002/nbm.5317] [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: 06/06/2024] [Revised: 11/16/2024] [Accepted: 12/19/2024] [Indexed: 01/24/2025]
Abstract
Hemodynamic measurements such as cerebral blood flow (CBF) and cerebrovascular reactivity (CVR) can provide useful information for the diagnosis and characterization of brain tumors. Previous work showed that arterial spin labeling (ASL) in combination with vasoactive stimulation enabled simultaneous non-invasive evaluation of both parameters, however this approach had not been previously tested in tumors. The aim of this work was to investigate the application of this technique, using a pseudo-continuous ASL (PCASL) sequence combined with breath-holding at 3 T, to measure CBF and CVR in high-grade gliomas and metastatic lesions, and to explore differences across tumoral-peritumoral regions and tumor types. To that end, 27 patients with brain tumor were studied. Baseline CBF and CVR were measured in tumor, edema, and gray matter (GM) volumes-of-interest (VOIs). Peritumoral ipsilateral ring-shaped VOIs were also generated and mirrored to the contralateral hemisphere. Differences in baseline CBF and CVR were evaluated between contralateral and ipsilateral GM, contralateral and ipsilateral peritumoral rings, and among VOIs and tumor types. CBF in the tumor was higher in grade 4 gliomas than metastases. In grade 4 gliomas, edema had lower CBF than the tumor and contralateral GM. CVR values were different between grade 3 and grade 4 gliomas, and between grade 4 and metastases. CVR values in the tumor were lower compared to the contralateral GM. Differences in CVR between contralateral and ipsilateral-ring VOIs were also found in grade 4 gliomas, presumably suggesting tumor infiltration within the peritumoral tissue. A cut-off value for CVR of 27.9%-signal-change is suggested to differentiate between grade 3 and grade 4 gliomas (specificity = 83.3%, sensitivity = 70.6%). In conclusion, CBF and CVR mapping with ASL offered insights into the perilesional environment that could help to detect infiltrative disease, particularly in grade 4 gliomas. CVR emerged as a potential biomarker to differentiate between grade 3 and grade 4 gliomas.
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Affiliation(s)
| | - Sergio M. Solis‐Barquero
- Department of RadiologyClínica Universidad de NavarraPamplonaSpain
- Navarra Institute for Health Research (IdiSNA)PamplonaSpain
| | - Verónica Aramendía‐Vidaurreta
- Department of RadiologyClínica Universidad de NavarraPamplonaSpain
- Navarra Institute for Health Research (IdiSNA)PamplonaSpain
| | - Reyes García de Eulate
- Department of RadiologyClínica Universidad de NavarraPamplonaSpain
- Navarra Institute for Health Research (IdiSNA)PamplonaSpain
| | - Pablo Domínguez
- Department of RadiologyClínica Universidad de NavarraPamplonaSpain
- Navarra Institute for Health Research (IdiSNA)PamplonaSpain
| | | | | | - Allan Argueta
- Department of PathologyClínica Universidad de NavarraPamplonaSpain
| | - Elena Cacho‐Asenjo
- Navarra Institute for Health Research (IdiSNA)PamplonaSpain
- Department of Anesthesia and Intensive CareClínica Universidad de NavarraPamplonaSpain
| | - Antonio Martinez‐Simon
- Navarra Institute for Health Research (IdiSNA)PamplonaSpain
- Department of Anesthesia and Intensive CareClínica Universidad de NavarraPamplonaSpain
| | | | - María A. Fernández‐Seara
- Department of RadiologyClínica Universidad de NavarraPamplonaSpain
- Navarra Institute for Health Research (IdiSNA)PamplonaSpain
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36
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Yu L, Yang L, Xiaoqin C, Zheng X, Dou Z, Xiao X, Xia Z, Zhao G, He Y, Hu D, Zeng F, Yu S. Cerebral Blood Flow Changes and Their Spatial Correlations With GABAa and Dopamine-D1 Receptor Explaining Individual Differences in Chronic Insomnia and the Therapeutic Effects of Acupuncture. Hum Brain Mapp 2025; 46:e70183. [PMID: 40022556 PMCID: PMC11871426 DOI: 10.1002/hbm.70183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Revised: 02/03/2025] [Accepted: 02/19/2025] [Indexed: 03/03/2025] Open
Abstract
This study integrated neuroimaging and neurochemistry data to explore brain mechanisms in chronic insomnia disorder (CID) and the neuromodulatory effects of acupuncture. We analyzed a cross-sectional arterial spin labeling (ASL) dataset (N = 197) of CID patients and healthy controls to identify cerebral blood flow (CBF) changes. Additionally, a longitudinal ASL dataset (N = 44) examined CBF changes in CID patients after a 4-week acupuncture treatment or on a waitlist. We then assessed the impact of 19 neurotransmitter receptors/transporters on these CBF alterations. In cross-sectional comparisons, CID patients exhibited increased CBF in cortical areas and decreased CBF in subcortical regions, correlating with insomnia severity. In longitudinal comparisons, acupuncture treatment enhanced subcortical CBF and alleviated insomnia symptoms, changes not observed in the waitlist group. The left putamen was identified as an overlapping subcortical region involved in both CID-related changes and post-treatment alterations. Moreover, the CBF patterns induced by acupuncture negatively correlated with the abnormal patterns in CID patients, and both were significantly associated with GABAa and dopamine-D1 receptor densities. The observed decrease in CBF in the left putamen could potentially serve as a neural biomarker for CID, while acupuncture may alleviate insomnia symptoms by increasing CBF in this region, potentially through the modulation of GABAa and D1 receptor expressions.
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Affiliation(s)
- Liyong Yu
- School of Acupuncture and TuinaChengdu University of Traditional Chinese MedicineChengduChina
| | - Lili Yang
- School of Acupuncture and TuinaChengdu University of Traditional Chinese MedicineChengduChina
| | - Chen Xiaoqin
- Chengdu Pidu District Hospital of Traditional Chinese Medicine/The Third Affiliated Hospital of Chengdu University of Traditional Chinese Medicine (West District)ChengduChina
| | - Xiaoyan Zheng
- School of Acupuncture and TuinaChengdu University of Traditional Chinese MedicineChengduChina
| | - Zeyang Dou
- School of Acupuncture and TuinaChengdu University of Traditional Chinese MedicineChengduChina
| | - Xiangwen Xiao
- School of Acupuncture and TuinaChengdu University of Traditional Chinese MedicineChengduChina
| | - Zihao Xia
- School of Acupuncture and TuinaChengdu University of Traditional Chinese MedicineChengduChina
| | - Guangli Zhao
- School of Rehabilitation and Health PreservationChengdu University of Traditional Chinese MedicineChengduChina
| | - Yuqi He
- School of Acupuncture and TuinaChengdu University of Traditional Chinese MedicineChengduChina
| | - Daijie Hu
- School of Acupuncture and TuinaChengdu University of Traditional Chinese MedicineChengduChina
| | - Fang Zeng
- School of Acupuncture and TuinaChengdu University of Traditional Chinese MedicineChengduChina
- Key Laboratory of Acupuncture for Senile Disease (Chengdu University of TCM)Ministry of EducationChengduChina
| | - Siyi Yu
- School of Acupuncture and TuinaChengdu University of Traditional Chinese MedicineChengduChina
- Key Laboratory of Acupuncture for Senile Disease (Chengdu University of TCM)Ministry of EducationChengduChina
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37
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Wu C, He Y, Li J, Qiu X, Zou Q, Wang J. A novel method for functional brain networks based on static cerebral blood flow. Neuroimage 2025; 308:121069. [PMID: 39889811 DOI: 10.1016/j.neuroimage.2025.121069] [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: 10/20/2024] [Revised: 01/09/2025] [Accepted: 01/28/2025] [Indexed: 02/03/2025] Open
Abstract
Cerebral blood flow (CBF) offers a quantitative and reliable measurement for brain activity and is increasingly used to study functional networks. However, current methods evaluate inter-regional relations mainly based on CBF temporal dynamics, which suffers from low signal-to-noise ratio and poor temporal resolution. Here we proposed a method to construct functional brain networks by estimating shape similarity (index by Jensen-Shannon divergence) in probability distributions of regional static CBF measured by arterial spin labeling perfusion imaging over a scanning period. Based on CBF data of 30 healthy participants from 10 visits, we found that the CBF networks exhibited non-trivial topological features (e.g., small-world organization, modular architecture, and hubs) and showed low-to-fair test-retest reliability and high between-subject consistency. We further found that interregional CBF similarities were depended on anatomical distance and differed between high- and lower-order subnetworks. Moreover, interregional CBF similarities within high-order subnetworks showed significantly lower reliability than those within low-order subnetworks. Finally, we showed that nodal degree of the CBF networks were related to regional sizes and CBF levels and spatially aligned with maps of the dopamine transporter and metabolic glutamate receptor 5 intensities, expression levels of genes primarily enriched in cholesterol-related pathways and endothelial cells, and meta-analytic activations related to memory, language, and executive function. Altogether, our proposed method provide a novel, relatively reliable, and neurobiologically meaningful means to study functional network organization of the human brain.
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Affiliation(s)
- Changwen Wu
- Institute for Brain Research and Rehabilitation, South China Normal University, Guangzhou, China
| | - Yu He
- Institute for Brain Research and Rehabilitation, South China Normal University, Guangzhou, China
| | - Junle Li
- Institute for Brain Research and Rehabilitation, South China Normal University, Guangzhou, China
| | - Xiaofan Qiu
- Institute for Brain Research and Rehabilitation, South China Normal University, Guangzhou, China
| | - Qihong Zou
- Center for MRI Research, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Jinhui Wang
- Institute for Brain Research and Rehabilitation, South China Normal University, Guangzhou, China; Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, China; Center for Studies of Psychological Application, South China Normal University, Guangzhou, China; Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, China.
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Amador K, Kniep H, Fiehler J, Forkert ND, Lindner T. Evaluation of an Image-based Classification Model to Identify Glioma Subtypes Using Arterial Spin Labeling Perfusion MRI On the Publicly Available UCSF Glioma Dataset. Clin Neuroradiol 2025; 35:151-158. [PMID: 39419847 DOI: 10.1007/s00062-024-01465-5] [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: 04/17/2024] [Accepted: 10/01/2024] [Indexed: 10/19/2024]
Abstract
PURPOSE Glioma is a complex cancer comprising various subtypes and mutations, which may have different metabolic characteristics that can potentially be investigated and identified using perfusion imaging. Therefore, the aim of this work was to use radiomics and machine learning analysis of arterial spin labeling MRI data to automatically differentiate glioma subtypes and mutations. METHODS A total of 495 Arterial Spin Labeling (ASL) perfusion imaging datasets from the UCSF Glioma database were used in this study. These datasets were segmented to delineate the tumor volume and classified according to tumor grade, pathological diagnosis, and IDH status. Perfusion image data was obtained from a 3T MRI scanner using pseudo-continuous ASL. High level texture features were extracted for each ASL dataset using PyRadiomics after tumor volume segmentation and then analyzed using a machine learning framework consisting of ReliefF feature ranking and logistic model tree classification algorithms. RESULTS The results of the evaluation revealed balanced accuracies for the three endpoints ranging from 55.76% (SD = 4.28, 95% CI: 53.90-57.65) for the tumor grade using 25.4 ± 37.21 features, 62.53% (SD = 2.86, 95% CI: 61.27-63.78) for the mutation status with 23.3 ± 29.17 picked features, and 80.97% (SD = 1.83, 95% CI: 80.17-81.78) for the pathological diagnosis which used 47.3 ± 32.72 selected features. CONCLUSIONS Radiomics and machine learning analysis of ASL perfusion data in glioma patients hold potential for aiding in the diagnosis and treatment of glioma, mainly for discerning glioblastoma from astrocytoma, while performance for tumor grading and mutation status appears limited.
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Affiliation(s)
- K Amador
- Department of Radiology and Clinical Neurosciences, University of Calgary, Calgary, Canada
| | - H Kniep
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Hamburg-Eppendorf, Martinistr. 52, 20251, Hamburg, Germany
| | - J Fiehler
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Hamburg-Eppendorf, Martinistr. 52, 20251, Hamburg, Germany
| | - N D Forkert
- Department of Radiology and Clinical Neurosciences, University of Calgary, Calgary, Canada
| | - T Lindner
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Hamburg-Eppendorf, Martinistr. 52, 20251, Hamburg, Germany.
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Liu Z, Shou Q, Jann K, Zhao C, Wang DJ, Shao X. A Test-Retest Study of Single- and Multi-Delay pCASL for Choroid Plexus Perfusion Imaging in Healthy Subjects Aged 19 to 87 Years. Neuroimage 2025; 308:121048. [PMID: 39889812 DOI: 10.1016/j.neuroimage.2025.121048] [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: 10/15/2024] [Revised: 12/11/2024] [Accepted: 01/22/2025] [Indexed: 02/03/2025] Open
Abstract
There is a growing interest in the choroid plexus (ChP) due to its critical role in cerebrospinal fluid (CSF) production and its involvement in neurodegenerative and cerebrovascular diseases. However, comprehensive studies comparing the accuracy and reliability of single- and multi-PLD (post-labeling delay) arterial spin labeling (ASL) techniques, specifically in relation to the ChP, remain limited. This study systematically evaluated the test-retest reliability and quantification accuracy of cerebral blood flow (CBF) measurements, focusing on the ChP, using single-delay and multi-delay 3D gradient-and-spin echo (GRASE) pseudo-continuous ASL (pCASL) on 28 subjects (aged 19 to 87 years, 14 males/14 females) at 3.0 tesla. Both single-delay (2 s) and 5-PLD (0.5 - 2.5 s) pCASL scans were repeated approximately one week apart with a spatial resolution of 2.5 × 2.5 × 3 mm³. Voxel-wise and regional CBF and arterial transit time (ATT) measurements were compared to assess test-retest reliability, with a particular focus on ChP perfusion changes with age. In this study, 12.15 % of ChP voxels exhibited ATTs longer than 2 s, potentially leading to a significant underestimation of CBF using single-delay ASL. Multi-delay ASL showed improved accuracy in estimating CBF values for the ChP compared to single-delay ASL when ATT > PLD. Additionally, ChP volume (mean ± std = 1.72± 0.85 ml) increased (p < 0.01) and ChP perfusion (43.07±14.18 mL/100 g/min) decreased (p = 0.04) with age. These findings underscore the robustness of multi-delay ASL with model-fitting quantification in assessing ChP perfusion, making it the preferred method for accurate CBF and ATT estimation, particularly in regions with prolonged transit time such as ChP.
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Affiliation(s)
- Zixuan Liu
- Laboratory of FMRI Technology (LOFT), Mark & Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Qinyang Shou
- Laboratory of FMRI Technology (LOFT), Mark & Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Kay Jann
- Laboratory of FMRI Technology (LOFT), Mark & Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Chenyang Zhao
- Laboratory of FMRI Technology (LOFT), Mark & Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Danny Jj Wang
- Laboratory of FMRI Technology (LOFT), Mark & Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Xingfeng Shao
- Laboratory of FMRI Technology (LOFT), Mark & Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
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Larsen K, Lindberg U, Ozenne B, McCulloch DE, Armand S, Madsen MK, Johansen A, Stenbæk DS, Knudsen GM, Fisher PM. Acute psilocybin and ketanserin effects on cerebral blood flow: 5-HT2AR neuromodulation in healthy humans. J Cereb Blood Flow Metab 2025:271678X251323364. [PMID: 40007438 PMCID: PMC11863199 DOI: 10.1177/0271678x251323364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Revised: 01/28/2025] [Accepted: 02/03/2025] [Indexed: 02/27/2025]
Abstract
Psilocin, the active metabolite of psilocybin, is a psychedelic and agonist at the serotonin 2A receptor (5-HT2AR) that has shown positive therapeutic effects for brain disorders such as depression. To elucidate the brain effects of psilocybin, we directly compared the acute effects of 5-HT2AR agonist (psilocybin) and antagonist (ketanserin) on cerebral blood flow (CBF) using pseudo-continuous arterial spin labeling magnetic resonance imaging (MRI) in a single-blind, cross-over study in 28 healthy participants. We evaluated associations between plasma psilocin level (PPL) or subjective drug intensity (SDI) and CBF. We also evaluated drug effects on internal carotid artery (ICA) diameter using time-of-flight MRI angiography. PPL and SDI were significantly negatively associated with regional and global CBF (∼11.6% at peak drug effect, p < 0.0001). CBF did not significantly change following ketanserin (2.3%, p = 0.35). Psilocybin induced a significantly greater decrease in CBF compared to ketanserin in the parietal cortex (pFWER < 0.0001). ICA diameter was significantly decreased following psilocybin (10.5%, p < 0.0001) but not ketanserin (-0.02%, p = 0.99). Our data support an asymmetric 5-HT2AR modulatory effect on CBF and provide the first in vivo human evidence that psilocybin constricts the ICA, which has important implications for understanding the neurophysiological mechanisms underlying its acute effects.
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Affiliation(s)
- Kristian Larsen
- Neurobiology Research Unit and NeuroPharm, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Ulrich Lindberg
- Functional Imaging Unit, Department of Clinical Physiology and Nuclear Medicine, Rigshospitalet, Copenhagen, Denmark
| | - Brice Ozenne
- Neurobiology Research Unit and NeuroPharm, Rigshospitalet, Copenhagen, Denmark
- Department of Public Health, Section of Biostatistics, University of Copenhagen, Copenhagen, Denmark
| | - Drummond E McCulloch
- Neurobiology Research Unit and NeuroPharm, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Sophia Armand
- Neurobiology Research Unit and NeuroPharm, Rigshospitalet, Copenhagen, Denmark
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Martin K Madsen
- Neurobiology Research Unit and NeuroPharm, Rigshospitalet, Copenhagen, Denmark
- Department of Psychiatry, University Hospital Svendborg, Svendborg, Denmark
| | - Annette Johansen
- Neurobiology Research Unit and NeuroPharm, Rigshospitalet, Copenhagen, Denmark
| | - Dea S Stenbæk
- Neurobiology Research Unit and NeuroPharm, Rigshospitalet, Copenhagen, Denmark
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Gitte M Knudsen
- Neurobiology Research Unit and NeuroPharm, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Patrick M Fisher
- Neurobiology Research Unit and NeuroPharm, Rigshospitalet, Copenhagen, Denmark
- Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, Denmark
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Xu Y, Wei H, Du R, Wang R, Zhu Y, Zhao T, Zhu X, Li Y. Hippocampal vascularization pattern and cerebral blood flow cooperatively modulate hippocampal tolerable amount of Aβ deposition in the occurrence of MCI. Fluids Barriers CNS 2025; 22:22. [PMID: 39994752 PMCID: PMC11854383 DOI: 10.1186/s12987-025-00635-y] [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: 10/29/2024] [Accepted: 02/17/2025] [Indexed: 02/26/2025] Open
Abstract
BACKGROUND Aβ deposition in the brain does not necessarily lead to cognitive impairment, and that blood supply may have other unexplained regulatory effects on Aβ. Therefore, there appears to be a more complex relationship between blood supply, Aβ deposition, and cognitive impairment that warrants further exploration. METHODS This cohort study collected four longitudinal follow-up datasets, including a total of 281 subjects, followed for four years. Three-dimensional time-of-flight angiography and pseudo-continuous arterial spin labeling were used to assess hippocampal vascularization pattern (VP) and hippocampal cerebral blood flow (CBF). 11 C-Pittsburgh compound B (PiB)-PET/CT-based spatial measurements were used detect hippocampal PiB uptake as a reflection of hippocampal Aβ deposition. We explored the relationships between hippocampal blood supply (VP and CBF), hippocampal PiB uptake, and the occurrence of mild cognitive impairment (MCI) using a generalized nonlinear model. RESULTS We demonstrated the synergistic effect of hippocampal VP and CBF on predicting the occurrence of MCI. We conducted confirmation and quantification of the relationship between hippocampal blood supply and hippocampal PiB uptake. Additionally, the predicted value of PiB uptake based on hippocampal blood supply not only exhibited strong predictive efficacy for the occurrence of MCI (AUC = 0.831, p < 0.001), but was also validated in cerebral small vessel disease cohorts (AUC = 0.792, p < 0.001) and well validated in an independent cohort (Kappa = 0.741, p < 0.001). CONCLUSIONS Overall, we reveal that hippocampal blood supply at baseline can regulate hippocampal PiB uptake, which reflects hippocampal tolerable amount of Aβ deposition and serves as an effective predictor for the occurrence of MCI, providing an important extension on the relationship between hippocampal blood supply and Aβ deposition.
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Affiliation(s)
- Yuhao Xu
- Department of Radiology, Affiliated People's Hospital of Jiangsu University, Zhenjiang, 212001, China
- Department of Neuroimaging Laboratory, School of Medicine, Jiangsu University, Zhenjiang, Jiangsu, 212013, China
- Department of Neurology, Affiliated Hospital of Jiangsu University, Zhenjiang, 212001, China
| | - Hong Wei
- Department of Neuroimaging Laboratory, School of Medicine, Jiangsu University, Zhenjiang, Jiangsu, 212013, China
- Department of Neurology, The Fourth Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu, 212001, China
- Central Laboratory of the Fourth Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu, 212001, China
| | - Rui Du
- Department of Neuroimaging Laboratory, School of Medicine, Jiangsu University, Zhenjiang, Jiangsu, 212013, China
| | - Ranchao Wang
- Department of Neuroimaging Laboratory, School of Medicine, Jiangsu University, Zhenjiang, Jiangsu, 212013, China
| | - Yan Zhu
- Department of Neuroimaging Laboratory, School of Medicine, Jiangsu University, Zhenjiang, Jiangsu, 212013, China
- Department of Radiology, Affiliated Hospital of Jiangsu University, Zhenjiang, 212001, China
| | - Tian Zhao
- Department of Neuroimaging Laboratory, School of Medicine, Jiangsu University, Zhenjiang, Jiangsu, 212013, China
- Department of Radiology, Affiliated Hospital of Jiangsu University, Zhenjiang, 212001, China
| | - Xiaolan Zhu
- Central Laboratory of the Fourth Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu, 212001, China.
- Reproductive Center, The Fourth Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu, 212001, China.
| | - Yuefeng Li
- Department of Radiology, Affiliated People's Hospital of Jiangsu University, Zhenjiang, 212001, China.
- Department of Neuroimaging Laboratory, School of Medicine, Jiangsu University, Zhenjiang, Jiangsu, 212013, China.
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Hori M, Nakahara K, Kobayashi M. Editorial for "High-Fidelity MRI Assessment of Cerebral Perfusion in Healthy Neonates Less Than 1 Week of Age". J Magn Reson Imaging 2025. [PMID: 39953853 DOI: 10.1002/jmri.29745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2025] [Accepted: 01/25/2025] [Indexed: 02/17/2025] Open
Affiliation(s)
- Masaaki Hori
- Department of Radiology, Toho University Omori Medical Center, Tokyo, Japan
| | - Kei Nakahara
- Department of Radiology, Toho University Omori Medical Center, Tokyo, Japan
| | - Masahiro Kobayashi
- Department of Radiology, Toho University Omori Medical Center, Tokyo, Japan
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Galazis C, Chiu CE, Arichi T, Bharath AA, Varela M. PINNing cerebral blood flow: analysis of perfusion MRI in infants using physics-informed neural networks. FRONTIERS IN NETWORK PHYSIOLOGY 2025; 5:1488349. [PMID: 40028512 PMCID: PMC11868054 DOI: 10.3389/fnetp.2025.1488349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Accepted: 01/20/2025] [Indexed: 03/05/2025]
Abstract
Arterial spin labelling (ASL) magnetic resonance imaging (MRI) enables cerebral perfusion measurement, which is crucial in detecting and managing neurological issues in infants born prematurely or after perinatal complications. However, cerebral blood flow (CBF) estimation in infants using ASL remains challenging due to the complex interplay of network physiology, involving dynamic interactions between cardiac output and cerebral perfusion, as well as issues with parameter uncertainty and data noise. We propose a new spatial uncertainty-based physics-informed neural network (PINN), SUPINN, to estimate CBF and other parameters from infant ASL data. SUPINN employs a multi-branch architecture to concurrently estimate regional and global model parameters across multiple voxels. It computes regional spatial uncertainties to weigh the signal. SUPINN can reliably estimate CBF (relative error - 0.3 ± 71.7 ), bolus arrival time (AT) ( 30.5 ± 257.8 ) , and blood longitudinal relaxation time ( T 1 b ) (-4.4 ± 28.9), surpassing parameter estimates performed using least squares or standard PINNs. Furthermore, SUPINN produces physiologically plausible spatially smooth CBF and AT maps. Our study demonstrates the successful modification of PINNs for accurate multi-parameter perfusion estimation from noisy and limited ASL data in infants. Frameworks like SUPINN have the potential to advance our understanding of the complex cardio-brain network physiology, aiding in the detection and management of diseases. Source code is provided at: https://github.com/cgalaz01/supinn.
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Affiliation(s)
- Christoforos Galazis
- Department of Computing, Imperial College London, London, United Kingdom
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Ching-En Chiu
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Department of Electrical Engineering, Imperial College London, London, United Kingdom
| | - Tomoki Arichi
- Centre for the Developing Brain, King’s College London, London, United Kingdom
| | - Anil A. Bharath
- Imperial Global Singapore, CREATE Tower, Singapore, Singapore
- Department of Bioengineering, Imperial College London, London, United Kingdom
| | - Marta Varela
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Cardiovascular and Genomics Research Institute, City St George’s University of London, London, United Kingdom
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Wen Q, Muskat J, Babbs CF, Wright AM, Zhao Y, Zhou X, Zhu C, Tong Y, Wu YC, Risacher SL, Saykin AJ. Dynamic diffusion-weighted imaging of intracranial cardiac impulse propagation along arteries to arterioles in the aging brain. J Cereb Blood Flow Metab 2025:271678X251320902. [PMID: 39947901 PMCID: PMC11826823 DOI: 10.1177/0271678x251320902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2024] [Revised: 01/06/2025] [Accepted: 01/27/2025] [Indexed: 02/16/2025]
Abstract
Intracranial cardiac impulse propagation along penetrating arterioles is vital for both nutrient supply via blood circulation and waste clearance via CSF circulation. However, current neuroimaging methods are limited to simultaneously detecting impulse propagation at pial arteries, arterioles, and between them. We hypothesized that this propagation could be detected via paravascular CSF dynamics and that it may change with aging. Using dynamic diffusion-weighted imaging (dynDWI), we detected oscillatory CSF motion synchronized with the finger photoplethysmography in the subarachnoid space (SAS) and cerebral cortex, with a delay revealing an impulse propagation pathway from the SAS to the cortex, averaging 84 milliseconds. Data from 70 subjects aged 18 to 85 years showed a bimodal age-related change in the SAS-Cortex travel time: it initially increases with age, peaks around 45 years, then decreases. Computational biomechanical modeling of the cardiovascular system was performed and replicated this 84-millisecond delay. Sensitivity analysis suggests that age-related variations in travel time are primarily driven by changes in arteriolar compliance. These findings support the use of dynDWI for measuring intracranial impulse propagation and highlight its potential in assessing related vascular and waste clearance functions.
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Affiliation(s)
- Qiuting Wen
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
- Weldon School of Biomedical Engineering Department, Purdue University, West Lafayette, IN, USA
| | - Joseph Muskat
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Charles F Babbs
- Weldon School of Biomedical Engineering Department, Purdue University, West Lafayette, IN, USA
| | - Adam M Wright
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
- Weldon School of Biomedical Engineering Department, Purdue University, West Lafayette, IN, USA
| | - Yi Zhao
- Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Xiaopeng Zhou
- College of Health and Human Sciences, Purdue University, West Lafayette, IN, USA
| | - Chengcheng Zhu
- Department of Radiology, University of Washington School of Medicine, Seattle, WA, USA
| | - Yunjie Tong
- Weldon School of Biomedical Engineering Department, Purdue University, West Lafayette, IN, USA
| | - Yu-Chien Wu
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
- Weldon School of Biomedical Engineering Department, Purdue University, West Lafayette, IN, USA
- Stark Neuroscience Research Institute, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Shannon L Risacher
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Andrew J Saykin
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
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Hu Z, Jiang D, Shepard J, Uchida Y, Oishi K, Shi W, Liu P, Lin D, Yedavalli V, Tekes A, Golden WC, Lu H. High-Fidelity MRI Assessment of Cerebral Perfusion in Healthy Neonates Less Than 1 Week of Age. J Magn Reson Imaging 2025. [PMID: 39945520 DOI: 10.1002/jmri.29740] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Revised: 01/24/2025] [Accepted: 01/28/2025] [Indexed: 03/19/2025] Open
Abstract
BACKGROUND Perfusion imaging of the brain has important clinical applications in detecting neurological abnormalities in neonates. However, such tools have not been available to date. Although arterial-spin-labeling (ASL) MRI is a powerful noninvasive tool to measure perfusion, its application in neonates has encountered obstacles related to low signal-to-noise ratio (SNR), large-vessel contaminations, and lack of technical development studies. PURPOSE To systematically develop and optimize ASL perfusion MRI in healthy neonates under 1 week of age. STUDY TYPE Prospective. SUBJECTS Thirty-two healthy term neonates (19 female; postnatal age 1.9 ± 0.7 days). FIELD STRENGTH/SEQUENCE 3.0 T; T2-weighted half-Fourier single-shot turbo-spin-echo (HASTE) imaging, single-delay and multi-delay 3D gradient-and-spin-echo (GRASE) large-vessel-suppression pseudo-continuous ASL (LVS-pCASL). ASSESSMENT Three studies were conducted. First, an LVS-pCASL MRI sequence was developed to suppress large-vessel spurious signals in neonatal pCASL. Second, multiple post-labeling delays (PLDs) LVS-pCASL were employed to simultaneously estimate normative cerebral blood flow (CBF) and arterial transit time (ATT) in neonates. Third, an enhanced background-suppression (BS) scheme was developed to increase the SNR of neonatal pCASL. STATISTICAL TESTS Repeated measure analysis-of-variance, paired t-test, spatial intraclass-correlation-coefficient (ICC), and voxel-wise coefficient-of-variation (CoV). P-value <0.05 was considered significant. RESULTS LVS-pCASL reduced spurious ASL signals, making the CBF images more homogenous and significantly reducing the temporal variation of CBF measurements by 58.0% when compared to the standard pCASL. Multi-PLD ASL yielded ATT and CBF maps showing a longer ATT and lower CBF in the white matter relative to the gray matter. The highest CBF was observed in basal ganglia and thalamus (10.4 ± 1.9 mL/100 g/min). Enhanced BS resulted in significantly higher test-retest reproducibility (ICC = 0.90 ± 0.04, CoV = 8.4 ± 1.2%) when compared to regular BS (ICC = 0.59 ± 0.12, CoV = 23.6 ± 3.8%). DATA CONCLUSION We devised an ASL method that can generate whole-brain CBF images in 4 minutes with a test-retest image ICC of 0.9. This technique holds potential for studying neonatal brain diseases involving perfusion abnormalities. PLAIN LANGUAGE SUMMARY MR imaging of cerebral blood flow in neonates remains a challenge due to low blood flow rates and confounding factors from large blood vessels. This study systematically developed an advanced MRI technique to enhance the reliability of perfusion measurements in neonates. The proposed method reduced signal artifacts from large blood vessels and improved the signal-to-noise ratio of brain perfusion images. With this approach, whole-brain neonatal perfusion can be measured in 4 minutes with excellent reproducibility. This technique may provide a useful tool for studying neonatal brain maturation and detecting perfusion abnormalities in diseases. EVIDENCE LEVEL 2 TECHNICAL EFFICACY: Stage 1.
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Affiliation(s)
- Zhiyi Hu
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Dengrong Jiang
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jennifer Shepard
- Eudowood Neonatal Pulmonary Division, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Yuto Uchida
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kenichi Oishi
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Wen Shi
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Peiying Liu
- Department of Diagnostic Radiology & Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Doris Lin
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Vivek Yedavalli
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Aylin Tekes
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - William Christopher Golden
- Eudowood Neonatal Pulmonary Division, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Hanzhang Lu
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- F. M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Research Institute, Baltimore, Maryland, USA
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Zeng X, Li Y, Hua L, Lu R, Franco LL, Kochunov P, Chen S, Detre JA, Wang Z. Normative Cerebral Perfusion Across the Lifespan. ARXIV 2025:arXiv:2502.08070v1. [PMID: 39990798 PMCID: PMC11844630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/25/2025]
Abstract
Cerebral perfusion plays a crucial role in maintaining brain function and is tightly coupled with neuronal activity. While previous studies have examined cerebral perfusion trajectories across development and aging, precise characterization of its lifespan dynamics has been limited by small sample sizes and methodological inconsistencies. In this study, we construct the first comprehensive normative model of cerebral perfusion across the human lifespan (birth to 85 years) using a large multi-site dataset of over 12,000 high-quality arterial spin labeling (ASL) MRI scans. Leveraging generalized additive models for location, scale, and shape (GAMLSS), we mapped nonlinear growth trajectories of cerebral perfusion at global, network, and regional levels. We observed a rapid postnatal increase in cerebral perfusion, peaking at approximately 7.1 years, followed by a gradual decline into adulthood. Sex differences were evident, with distinct regional maturation patterns rather than uniform differences across all brain regions. Beyond normative modeling, we quantified individual deviations from expected CBF patterns in neurodegenerative and psychiatric conditions, identifying disease-specific perfusion abnormalities across four brain disorders. Using longitudinal data, we established typical and atypical cerebral perfusion trajectories, highlighting the prognostic value of perfusion-based biomarkers for detecting disease progression. Our findings provide a robust normative framework for cerebral perfusion, facilitating precise characterization of brain health across the lifespan and enhancing the early identification of neurovascular dysfunction in clinical populations.
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Affiliation(s)
- Xinglin Zeng
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Yiran Li
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Lin Hua
- Department of Radiology, Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, United States
| | - Ruoxi Lu
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Lucas Lemos Franco
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Peter Kochunov
- Department of Psychiatry and Behavioral Science, University of Texas Health Science, SanAntonio, Texas, USA
| | - Shuo Chen
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - John A Detre
- Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, United States
| | - Ze Wang
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States
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Knight SR, Abbasova L, Zeighami Y, Hansen JY, Martins D, Zelaya F, Dipasquale O, Liu T, Shin D, Bossong M, Azis M, Antoniades M, Howes OD, Bonoldi I, Egerton A, Allen P, O'Daly O, McGuire P, Modinos G. Transcriptional and Neurochemical Signatures of Cerebral Blood Flow Alterations in Individuals With Schizophrenia or at Clinical High Risk for Psychosis. Biol Psychiatry 2025:S0006-3223(25)00076-9. [PMID: 39923816 DOI: 10.1016/j.biopsych.2025.01.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Revised: 01/24/2025] [Accepted: 01/31/2025] [Indexed: 02/11/2025]
Abstract
BACKGROUND The brain integrates multiple scales of description, from the level of cells and molecules to large-scale networks and behavior. Understanding relationships across these scales may be fundamental to advancing understanding of brain function in health and disease. Recent neuroimaging research has shown that functional brain alterations that are associated with schizophrenia spectrum disorders (SSDs) are already present in young adults at clinical high risk for psychosis (CHR-P), but the cellular and molecular determinants of these alterations remain unclear. METHODS Here, we used regional cerebral blood flow (rCBF) data from 425 individuals (122 with an SSD compared with 116 healthy control participants [HCs] and 129 individuals at CHR-P compared with 58 HCs) and applied a novel pipeline to integrate brainwide rCBF case-control maps with publicly available transcriptomic data (17,205 gene maps) and neurotransmitter atlases (19 maps) from 1074 healthy volunteers. RESULTS We identified significant correlations between astrocyte, oligodendrocyte, oligodendrocyte precursor cell, and vascular leptomeningeal cell gene modules for both SSD and CHR-P rCBF phenotypes. Additionally, endothelial cell genes were correlated in SSD, and microglia in CHR-P. Receptor distribution significantly predicted case-control rCBF differences, with dominance analysis highlighting dopamine (D1, D2, dopamine transporter), acetylcholine (VAChT, M1), gamma-aminobutyric acid A (GABAA), and glutamate (NMDA) receptors as key predictors for SSD (R2adjusted = 0.58, false discovery rate [FDR]-corrected p < .05) and CHR-P (R2adjusted = 0.6, pFDR < .05) rCBF phenotypes. These associations were primarily localized in subcortical regions and implicate cell types involved in stress response and inflammation, alongside specific neuroreceptor systems, in shared and distinct rCBF phenotypes in psychosis. CONCLUSIONS Our findings underscore the value of integrating multiscale data as a promising hypothesis-generating approach toward decoding biological pathways involved in neuroimaging-based psychosis phenotypes, potentially guiding novel interventions.
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Affiliation(s)
- Samuel R Knight
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.
| | - Leyla Abbasova
- Centre for Developmental Neurobiology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom; Medical Research Council Centre for Neurodevelopmental Disorders, King's College London, London, United Kingdom
| | - Yashar Zeighami
- Douglas Research Centre, Department of Psychiatry, McGill University, Montreal, Quebec, Canada; Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | - Justine Y Hansen
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | - Daniel Martins
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Fernando Zelaya
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Ottavia Dipasquale
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom; Olea Medical, La Ciotat, France
| | - Thomas Liu
- Centre for Functional MRI, University of California San Diego, San Diego, California
| | - David Shin
- Global MR Applications and Workflow, GE Healthcare, Menlo Park, California
| | - Matthijs Bossong
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom; Department of Psychiatry, Brain Center Rudoph Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Matilda Azis
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Mathilde Antoniades
- Center for AI and Data Science for Integrated Diagnostics and Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Oliver D Howes
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Ilaria Bonoldi
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Alice Egerton
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Paul Allen
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Owen O'Daly
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Philip McGuire
- Department of Psychiatry, Oxford University, Oxford, United Kingdom
| | - Gemma Modinos
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom; Medical Research Council Centre for Neurodevelopmental Disorders, King's College London, London, United Kingdom
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Noorbakhsh A, Wong MT, Bolar DS. Evaluating post-treatment residual intracranial arteriovenous shunting: a comparison of arterial spin labeling MRI and digital subtraction angiography. Neuroradiology 2025:10.1007/s00234-025-03548-7. [PMID: 39912896 DOI: 10.1007/s00234-025-03548-7] [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: 07/17/2024] [Accepted: 01/13/2025] [Indexed: 02/07/2025]
Abstract
PURPOSE To evaluate the efficacy of arterial spin labeling (ASL) MRI in detecting residual arteriovenous (AV) shunting in treated arteriovenous malformations (AVMs) and fistulas (AVFs). METHODS A retrospective institutional review identified 29 patients with DSA-confirmed AV shunt lesions treated via embolization (n = 17), stereotactic radiosurgery (n = 2), surgical resection (n = 8), or combined embolization and surgical resection (n = 4), with corresponding baseline and post-treatment ASL and DSA studies. Two neuroradiologists independently assessed ASL images for residual AV shunting, with inter-rater agreement calculated. Disagreements were jointly reviewed to reach consensus. Sensitivity and specificity for using ASL to detect residual AV shunting were then determined using DSA as the gold standard reference. RESULTS Seventeen patients with Spetzler-Martin grades II-V AVMs were included: 76.5% with supratentorial nidus, and 52.9% with prior hemorrhage. Twelve AVF patients were included, including eight dural, one vein of Galen, two perimedullary, and one cavernous-carotid fistula. Inter-rater agreement for presence of residual AV shunting was strong (93.5%, κ = 0.87). Two disagreements involved AVM patients after surgical resection. Sensitivity and specificity of ASL for detecting residual was 94% and 93%, respectively. Within the AVM group, both metrics reached 100%, while for AVFs, they both decreased to 83%, with one false positive and one false negative. CONCLUSION ASL MRI is highly sensitive and specific for detection of residual AV shunting across a wide spectrum of AV shunt pathologies and treatment modalities. ASL can play an important role as a non-invasive adjunct to DSA, potentially reducing the frequency of DSA during the continuum of post-treatment care.
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Affiliation(s)
- Abraham Noorbakhsh
- Department of Radiology, University of California San Diego, La Jolla, CA, USA.
- Department of Radiology, Kaiser Permanente Medical Center San Diego, San Diego, CA, USA.
| | - Mitchell T Wong
- Department of Radiology, University of California San Diego, La Jolla, CA, USA
| | - Divya S Bolar
- Department of Radiology, University of California San Diego, La Jolla, CA, USA
- Center for Functional MRI, University of California San Diego, 9500 Gilman Drive MC 0677, La Jolla, CA, 92093, USA
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Pacchiano F, Doneda C, Arrigoni F, Tortora M, Contaldo MT, Lomonaco G, Previtali R, Olivotto S, Veggiotti P, Parazzini C, Righini A. Reversible Perfusion Changes during Acute Attacks in Glucose Transporter Type 1 Deficiency Syndrome: A Pediatric Case Series. AJNR Am J Neuroradiol 2025; 46:395-400. [PMID: 39788627 PMCID: PMC11878979 DOI: 10.3174/ajnr.a8506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Accepted: 08/12/2024] [Indexed: 01/12/2025]
Abstract
Glucose transporter type 1 deficiency syndrome (GLUT1-DS) is an uncommon condition represented by an infantile-onset disorder, frequently arising from heterozygous mutations in the SLC2A1 gene. Individuals with GLUT1-DS may present with early-onset seizures (typically manifesting before 4 years of age), developmental delay, and complex movement disorders. In fewer cases, stroke-like events or hemiplegic migraine-like symptoms are also reported, defined by unilateral paresis affecting 1 side of the body and/or one-half of the face, occasionally accompanied by speech impairment. Currently, the pathomechanism underlying these acute transient clinical manifestations is poorly understood. MR imaging studies performed in the absence of acute manifestations frequently reveal nonspecific imaging signs associated with this syndrome. We present findings obtained using the arterial spin-labeling technique for perfusion imaging and MRA during the acute onset of stroke-like episodes in a series of 4 pediatric patients with GLUT1-DS. We observed reversible hypoperfusion in the left hemisphere and associated reversible attenuation of distal MCA branches on MRA. A notable association between unilateral cerebral hypoperfusion and transient crossed cerebellar diaschisis was evident on perfusion maps as well.
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Affiliation(s)
- Francesco Pacchiano
- From the Department of Precision Medicine (F.P.), University of Campania "L. Vanvitelli," Caserta, Italy
| | - Chiara Doneda
- Department of Pediatric Radiology and Neuroradiology (C.D., F.A., C.P., A.R.), Children's Hospital V. Buzzi, Milan, Italy
| | - Filippo Arrigoni
- Department of Pediatric Radiology and Neuroradiology (C.D., F.A., C.P., A.R.), Children's Hospital V. Buzzi, Milan, Italy
| | - Mario Tortora
- Department of Advanced Biomedical Sciences (M.T.), University "Federico II," Naples, Italy
| | | | - Germana Lomonaco
- Pediatric Neurology Unit (G.L., R.P., S.O., P.V.), Buzzi Children's Hospital, Milan, Italy
| | - Roberto Previtali
- Pediatric Neurology Unit (G.L., R.P., S.O., P.V.), Buzzi Children's Hospital, Milan, Italy
| | - Sara Olivotto
- Pediatric Neurology Unit (G.L., R.P., S.O., P.V.), Buzzi Children's Hospital, Milan, Italy
| | - Pierangelo Veggiotti
- Pediatric Neurology Unit (G.L., R.P., S.O., P.V.), Buzzi Children's Hospital, Milan, Italy
| | - Cecilia Parazzini
- Department of Pediatric Radiology and Neuroradiology (C.D., F.A., C.P., A.R.), Children's Hospital V. Buzzi, Milan, Italy
| | - Andrea Righini
- Department of Pediatric Radiology and Neuroradiology (C.D., F.A., C.P., A.R.), Children's Hospital V. Buzzi, Milan, Italy
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Hooijmans MT, Jeneson JA, Jørstad HT, Bakermans AJ. Exercise MR of Skeletal Muscles, the Heart, and the Brain. J Magn Reson Imaging 2025; 61:535-560. [PMID: 38726984 PMCID: PMC11706321 DOI: 10.1002/jmri.29445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/30/2024] [Accepted: 04/30/2024] [Indexed: 01/11/2025] Open
Abstract
Magnetic resonance (MR) imaging (MRI) is routinely used to evaluate organ morphology and pathology in the human body at rest or in combination with pharmacological stress as an exercise surrogate. With MR during actual physical exercise, we can assess functional characteristics of tissues and organs under real-life stress conditions. This is particularly relevant in patients with limited exercise capacity or exercise intolerance, and where complaints typically present only during physical activity, such as in neuromuscular disorders, inherited metabolic diseases, and heart failure. This review describes practical and physiological aspects of exercise MR of skeletal muscles, the heart, and the brain. The acute effects of physical exercise on these organs are addressed in the light of various dynamic quantitative MR readouts, including phosphorus-31 MR spectroscopy (31P-MRS) of tissue energy metabolism, phase-contrast MRI of blood flow and muscle contraction, real-time cine MRI of cardiac performance, and arterial spin labeling MRI of muscle and brain perfusion. Exercise MR will help advancing our understanding of underlying mechanisms that contribute to exercise intolerance, which often proceed structural and anatomical changes in disease. Its potential to detect disease-driven alterations in organ function, perfusion, and metabolism under physiological stress renders exercise MR stress testing a powerful noninvasive imaging modality to aid in disease diagnosis and risk stratification. Although not yet integrated in most clinical workflows, and while some applications still require thorough validation, exercise MR has established itself as a comprehensive and versatile modality for characterizing physiology in health and disease in a noninvasive and quantitative way. EVIDENCE LEVEL: 5 TECHNICAL EFFICACY: Stage 1.
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Affiliation(s)
- Melissa T. Hooijmans
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical CentersUniversity of AmsterdamAmsterdamThe Netherlands
- Department of Human Movement Sciences, Faculty of Behavioral and Movement SciencesVrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Jeroen A.L. Jeneson
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical CentersUniversity of AmsterdamAmsterdamThe Netherlands
- Center for Child Development and Exercise, Wilhelmina Children's Hospital/Division of Child HealthUniversity Medical Center UtrechtUtrechtThe Netherlands
| | - Harald T. Jørstad
- Department of CardiologyAmsterdam University Medical Centers, University of AmsterdamAmsterdamThe Netherlands
| | - Adrianus J. Bakermans
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical CentersUniversity of AmsterdamAmsterdamThe Netherlands
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