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Ma Y, Han Y. Targeting the brain's glymphatic pathway: A novel therapeutic approach for cerebral small vessel disease. Neural Regen Res 2026; 21:433-442. [PMID: 39688573 DOI: 10.4103/nrr.nrr-d-24-00821] [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: 08/24/2024] [Accepted: 11/21/2024] [Indexed: 12/18/2024] Open
Abstract
Cerebral small vessel disease encompasses a group of neurological disorders characterized by injury to small blood vessels, often leading to stroke and dementia. Due to its diverse etiologies and complex pathological mechanisms, preventing and treating cerebral small vessel vasculopathy is challenging. Recent studies have shown that the glymphatic system plays a crucial role in interstitial solute clearance and the maintenance of brain homeostasis. Increasing evidence also suggests that dysfunction in glymphatic clearance is a key factor in the progression of cerebral small vessel disease. This review begins with a comprehensive introduction to the structure, function, and driving factors of the glymphatic system, highlighting its essential role in brain waste clearance. Afterwards, cerebral small vessel disease was reviewed from the perspective of the glymphatic system, after which the mechanisms underlying their correlation were summarized. Glymphatic dysfunction may lead to the accumulation of metabolic waste in the brain, thereby exacerbating the pathological processes associated with cerebral small vessel disease. The review also discussed the direct evidence of glymphatic dysfunction in patients and animal models exhibiting two subtypes of cerebral small vessel disease: arteriolosclerosis-related cerebral small vessel disease and amyloid-related cerebral small vessel disease. Diffusion tensor image analysis along the perivascular space is an important non-invasive tool for assessing the clearance function of the glymphatic system. However, the effectiveness of its parameters needs to be enhanced. Among various nervous system diseases, including cerebral small vessel disease, glymphatic failure may be a common final pathway toward dementia. Overall, this review summarizes prevention and treatment strategies that target glymphatic drainage and will offer valuable insight for developing novel treatments for cerebral small vessel disease.
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Affiliation(s)
- Yuhui Ma
- Department of Neurology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
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Ayyappan K, Unger L, Kitchen P, Bill RM, Salman MM. Measuring glymphatic function: Assessing the toolkit. Neural Regen Res 2026; 21:534-541. [PMID: 40145955 DOI: 10.4103/nrr.nrr-d-24-01013] [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: 08/31/2024] [Accepted: 01/27/2025] [Indexed: 03/28/2025] Open
Abstract
Glymphatic flow has been proposed to clear brain waste while we sleep. Cerebrospinal fluid moves from periarterial to perivenous spaces through the parenchyma, with subsequent cerebrospinal fluid drainage to dural lymphatics. Glymphatic disruption is associated with neurological conditions such as Alzheimer's disease and traumatic brain injury. Therefore, investigating its structure and function may improve understanding of pathophysiology. The recent controversy on whether glymphatic flow increases or decreases during sleep demonstrates that the glymphatic hypothesis remains contentious. However, discrepancies between different studies could be due to limitations of the specific techniques used and confounding factors. Here, we review the methods used to study glymphatic function and provide a toolkit from which researchers can choose. We conclude that tracer analysis has been useful, ex vivo techniques are unreliable, and in vivo imaging is still limited. Finally, we explore the potential for future methods and highlight the need for in vitro models, such as microfluidic devices, which may address technique limitations and enable progression of the field.
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Affiliation(s)
- Koushikk Ayyappan
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, UK
| | - Lucas Unger
- College of Health and Life Sciences, Aston University, Birmingham, UK
- Aston Institute for Membrane Excellence and the School of Biosciences, Aston University, Birmingham, UK
| | - Philip Kitchen
- College of Health and Life Sciences, Aston University, Birmingham, UK
- Aston Institute for Membrane Excellence and the School of Biosciences, Aston University, Birmingham, UK
| | - Roslyn M Bill
- College of Health and Life Sciences, Aston University, Birmingham, UK
- Aston Institute for Membrane Excellence and the School of Biosciences, Aston University, Birmingham, UK
| | - Mootaz M Salman
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, UK
- BHF Oxford Centre of Research Excellence, University of Oxford, Oxford, UK
- Kavli Institute for NanoScience Discovery, University of Oxford, Oxford, UK
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Shentu W, Kong Q, Zhang Y, Li W, Chen Q, Yan S, Wang J, Lai Q, Xu Q, Qiao S. Functional abnormalities of the glymphatic system in cognitive disorders. Neural Regen Res 2025; 20:3430-3447. [PMID: 39820293 PMCID: PMC11974647 DOI: 10.4103/nrr.nrr-d-24-01049] [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: 09/06/2024] [Revised: 10/30/2024] [Accepted: 11/25/2024] [Indexed: 01/19/2025] Open
Abstract
Various pathological mechanisms represent distinct therapeutic targets for cognitive disorders, but a balance between clearance and production is essential for maintaining the stability of the brain's internal environment. Thus, the glymphatic system may represent a common pathway by which to address cognitive disorders. Using the established model of the glymphatic system as our foundation, this review disentangles and analyzes the components of its clearance mechanism, including the initial inflow of cerebrospinal fluid, the mixing of cerebrospinal fluid with interstitial fluid, and the outflow of the mixed fluid and the clearance. Each section summarizes evidence from experimental animal models and human studies, highlighting the normal physiological properties of key structures alongside their pathological manifestations in cognitive disorders. The same pathologic manifestations of different cognitive disorders appearing in the glymphatic system and the same upstream influences are main points of interest of this review. We conclude this article by discussing new findings and outlining the limitations identified in current research progress.
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Affiliation(s)
- Wuyue Shentu
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Qi Kong
- Department of Neurology, Zhejiang Hospital, Hangzhou, Zhejiang Province, China
| | - Yier Zhang
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Wenyao Li
- Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Qiulu Chen
- Department of Neurology, Zhejiang Medical & Health Group Hangzhou Hospital, Hangzhou, Zhejiang Province, China
| | - Sicheng Yan
- Department of Neurology, Liuzhou People’s Hospital, Liuzhou, Guangxi Zhuang Autonomous Region, China
| | - Junjun Wang
- Department of Neurology, Zhejiang Hospital, Hangzhou, Zhejiang Province, China
| | - Qilun Lai
- Department of Neurology, Zhejiang Hospital, Hangzhou, Zhejiang Province, China
| | - Qi Xu
- Department of Radiology, Zhejiang Hospital, Hangzhou, Zhejiang Province, China
| | - Song Qiao
- Department of Neurology, Zhejiang Hospital, Hangzhou, Zhejiang Province, China
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Wong AMC, Siow TY, Cheng YT, Lin ECY, Lin SN, Lin KL, Toh CH. Age-related change of glymphatic function in normative children assessed using diffusion tensor imaging-analysis along the perivascular space. Magn Reson Imaging 2025; 120:110398. [PMID: 40294764 DOI: 10.1016/j.mri.2025.110398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2025] [Revised: 03/23/2025] [Accepted: 04/25/2025] [Indexed: 04/30/2025]
Abstract
BACKGROUND The glymphatic system, crucial for brain waste removal and homeostasis, has an underexplored developmental trajectory in children. This study describes changes in glymphatic function during childhood via diffusion tensor imaging-analysis along the perivascular space (DTI-ALPS). METHODS We retrospectively studied DTI MR images of 72 pediatric participants (mean age = 92.37 months; 0-19.8 years; 50 % females), all showing normal MRI findings from 2019 to 2022. Imaging utilized 3 T scanners with a DTI sequence of 21 diffusion-encoded gradients, focusing on the ALPS index to assess glymphatic function. Clinical outcomes were determined using the Pediatric Cerebral Performance Category Scale and medical records within two weeks post-MRI. Regions-of-interest on diffusion maps were selected manually, guided by fractional anisotropy maps, for automatic ALPS computation. Pearson correlation and multiple linear regression analyzed the relationship between ALPS indices, age, and clinical scores, with a paired t-test comparing bilateral ALPS indices. Significance was set at P < 0.05. RESULTS Significant positive correlations between age and both left (R = 0.510, P < 0.001) and right (R = 0.688, P < 0.001) DTI-ALPS indices were observed, indicating developmental changes in glymphatic function. Age alone significantly predicted the DTI-ALPS indices (left ALPS: adjusted R2 = 0.235; right ALPS: adjusted R2 = 0.460), underscoring its developmental trajectory. The study found no significant differences between left and right DTI-ALPS indices, suggesting symmetrical glymphatic function during childhood. CONCLUSION This study reveals developmental changes in the glymphatic system across childhood, demonstrating an age-related increase in glymphatic function and bilateral symmetry.
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Affiliation(s)
- Alex Mun-Ching Wong
- Neuroradiology, Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Tiing-Yee Siow
- Neuroradiology, Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Yi-Ting Cheng
- Division of Pediatric Neurology, Department of Pediatrics, Chang Gung Children's Hospital and Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | | | - Shin-Nan Lin
- Neuroradiology, Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Kuang-Lin Lin
- Chang Gung University College of Medicine, Taoyuan, Taiwan; Division of Pediatric Neurology, Department of Pediatrics, Chang Gung Children's Hospital and Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Cheng-Hong Toh
- Neuroradiology, Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; Chang Gung University College of Medicine, Taoyuan, Taiwan.
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Ghaderi S, Mohammadi S, Fatehi F. Glymphatic pathway dysfunction in severe obstructive sleep apnea: A meta-analysis. Sleep Med 2025; 131:106528. [PMID: 40267528 DOI: 10.1016/j.sleep.2025.106528] [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: 01/21/2025] [Revised: 04/11/2025] [Accepted: 04/18/2025] [Indexed: 04/25/2025]
Abstract
BACKGROUND Obstructive sleep apnea (OSA), a sleep disorder, is associated with cognitive decline and is potentially linked to glymphatic system dysfunction. This meta-analysis investigates glymphatic function in severe OSA (apnea-hypopnea index ≥30) using the Diffusion Tensor Imaging Analysis along the Perivascular Space (DTI-ALPS) index. METHODS This study followed PRISMA guidelines for systematic reviews and meta-analyses. A comprehensive search of PubMed, Web of Science, Scopus, and Embase was conducted from inception to January 20, 2024. Studies investigating the ALPS index in OSA using DTI were included. Analyses included a random-effects meta-analysis, sensitivity analysis, meta-regression, publication bias evaluation (funnel plot, Egger's test, and Begg's test), and risk of bias assessment. RESULTS Systematic review identified four studies (137 patients with severe OSA and 170 healthy controls (HCs)). Pooled analysis revealed a significant reduction in the DTI-ALPS index in severe OSA patients compared to HCs (standardized mean difference: -0.95, 95 % CI: -1.46 to -0.44, p < 0.001), indicating impaired glymphatic function. Heterogeneity was moderate to high (I2 = 76.07 %), but sensitivity analyses confirmed robustness. Meta-regression analyses identified the sources of heterogeneity as the apnea-hypopnea index (β = -0.039, p = 0.009) and the Epworth Sleepiness Scale (β = -0.150, p = 0.032), with no effects observed for age or male ratio. Qualitative (funnel plot) and quantitative publication bias assessments (Egger's and Begg's tests) showed no significant bias, and risk of bias evaluations using the Newcastle-Ottawa Scale indicated high methodological quality across studies. CONCLUSIONS These findings suggest that severe OSA disrupts glymphatic activity. The DTI-ALPS index emerges as a promising tool for assessing glymphatic dysfunction in OSA.
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Affiliation(s)
- Sadegh Ghaderi
- Neuromuscular Research Center, Department of Neurology, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran; Department of Neuroscience and Addiction Studies, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran.
| | - Sana Mohammadi
- Neuromuscular Research Center, Department of Neurology, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Farzad Fatehi
- Neuromuscular Research Center, Department of Neurology, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
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Tao Y, Zhou Y, Li W, Ding Y, Wu P, Wu Z, Shi H. Altered default mode network and glymphatic function in insomnia with depression: A multimodal MRI study. Sleep Med 2025; 131:106482. [PMID: 40188802 DOI: 10.1016/j.sleep.2025.106482] [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: 01/30/2025] [Revised: 03/11/2025] [Accepted: 03/25/2025] [Indexed: 05/20/2025]
Abstract
OBJECTIVES This study aims to evaluate functional changes in the default mode network (DMN) and glymphatic system in individuals of chronic insomnia disorder (CID) with comorbid major depression disorder (MDD). METHODS A total of 112 CID patients and 56 healthy controls with good sleep (GS) were enrolled. CID patients were divided into were further divided into a CID-only group and a group with CID and comorbid MDD. Resting-state functional magnetic resonance imaging (rs-fMRI) assessed DMN dysfunction and its connectivity with external networks. To determine whether comorbid MDD exacerbated the decline in glymphatic function in patients with CID, the diffusion tensor imaging along the perivascular space (DTI-ALPS) index was calculated. Binary logistic regression identified key imaging features for diagnostic modeling. RESULTS Patients with CID and comorbid MDD exhibited significantly weakened functional connectivity within the DMN. In contrast, the key node posterior cingulate cortex(PCC) of the default mode network showed enhanced functional connectivity with brain regions outside the DMN, including middle cingulate cortex and supplementary motor area. Regarding the glymphatic system, the lower ALPS index in CID patients with comorbid MDD was lower than in CID patients, indicating reduced glymphatic function compared to those without depression. HAMD scores were significantly associated with bilateral Dyproj values (P < 0.001) and the functional connectivity values of PCC_L-SMA_L and TempP_L-PHC_L (P < 0.01). The diagnostic model developed based on these findings demonstrated high diagnostic efficacy for CID with comorbid MDD. CONCLUSION The destabilization of subsystems within the DMN may represent the neurological mechanism through which depression contributes to insomnia. Comorbid depressive disorders may exacerbate glymphatic dysfunction in patients with CID, highlighting the importance of early clinical intervention for depressive symptoms in insomnia disorder.
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Affiliation(s)
- Yongqiong Tao
- Department of Radiology, The Third Affiliated Hospital of Nanjing Medical University, Changzhou Second People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, 213000, China
| | - Yonghong Zhou
- Department of Anesthesiology, The Third Affiliated Hospital of Nanjing Medical University, Changzhou Second People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, 213000, China
| | - Wenqing Li
- Department of Radiology, The Third Affiliated Hospital of Nanjing Medical University, Changzhou Second People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, 213000, China
| | - Yitong Ding
- Department of Anesthesiology, The Third Affiliated Hospital of Nanjing Medical University, Changzhou Second People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, 213000, China
| | - Peng Wu
- Philips Healthcare, Shanghai, China
| | - Zhouquan Wu
- Department of Anesthesiology, The Third Affiliated Hospital of Nanjing Medical University, Changzhou Second People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, 213000, China
| | - Haifeng Shi
- Department of Radiology, The Third Affiliated Hospital of Nanjing Medical University, Changzhou Second People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, 213000, China.
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Fang Y, Peng J, Chu T, Gao F, Xiong F, Tu Y. Glymphatic system dysfunction in adult ADHD: Relationship to cognitive performance. J Affect Disord 2025; 379:150-158. [PMID: 40081578 DOI: 10.1016/j.jad.2025.03.059] [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: 10/29/2024] [Revised: 03/09/2025] [Accepted: 03/10/2025] [Indexed: 03/16/2025]
Abstract
OBJECTIVES While attention-deficit/hyperactivity disorder (ADHD) persists into adulthood, the relationship between glymphatic system function and cognitive performance in adult ADHD remains unclear. This study investigated the association between glymphatic system markers and cognitive outcomes in adults with ADHD. METHODS This case-control study includes 41 adults with ADHD and 108 age-matched healthy controls (HCs). Glymphatic function was evaluated using choroid plexus volume (CPV), diffusion tensor imaging along the perivascular space (DTI-ALPS) index and coupling between blood‑oxygen-level-dependent signals and cerebrospinal fluid signals (BOLD-CSF coupling). Cognitive performance was measured using standardized neuropsychological tests. RESULTS Compared with HCs, adults with ADHD exhibited significantly lower bilateral and whole-brain ALPS indices (P < 0.05). Although CPV was increased in the ADHD group, this difference did not reach statistical significance, and no significant differences were observed in BOLD-CSF coupling between the two groups. Furthermore, whole-brain ALPS indices were positively associated with visual memory performance (r = 0.422, P = 0.005), an effect that was more pronounced in the right hemisphere (r = 0.458, P = 0.002). LIMITATIONS The cross-sectional design limits causal inferences, and the effects of medication were not fully accounted for. CONCLUSIONS These findings identify an association between glymphatic dysfunction and cognitive impairment in adults with ADHD. The observed correlation suggests that alterations in glymphatic function may underlie ADHD-related cognitive deficits. Targeting these pathways could provide novel therapeutic opportunities in the management of adult ADHD.
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Affiliation(s)
- Yan Fang
- Department of Anesthesiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Hubei Key Laboratory of Geriatric Anesthesia and Perioperative Brain Health, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Wuhan Clinical Research Center for Geriatric Anesthesia, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Juan Peng
- Department of Ultrasound Imaging, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Tiantian Chu
- Department of Anesthesiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Hubei Key Laboratory of Geriatric Anesthesia and Perioperative Brain Health, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Wuhan Clinical Research Center for Geriatric Anesthesia, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Feng Gao
- Department of Anesthesiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Hubei Key Laboratory of Geriatric Anesthesia and Perioperative Brain Health, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Wuhan Clinical Research Center for Geriatric Anesthesia, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Fei Xiong
- Department of Radiology, General Hospital of Central Theater Command, Wuhan 430070, China
| | - Ye Tu
- Department of Anesthesiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Hubei Key Laboratory of Geriatric Anesthesia and Perioperative Brain Health, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Wuhan Clinical Research Center for Geriatric Anesthesia, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
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8
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Agarwal N. Clinical Utility of DTI-ALPS in Identifying Dysfunction in the "Glymphatic" System. J Magn Reson Imaging 2025; 61:2503-2504. [PMID: 39718144 DOI: 10.1002/jmri.29694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Revised: 12/15/2024] [Accepted: 12/16/2024] [Indexed: 12/25/2024] Open
Affiliation(s)
- Nivedita Agarwal
- Neuroradiology Unit, Scientific Institute IRCCS Eugenio Medea, Bosisio Parini, Italy
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Zeng C, Zhai Y, Ge P, Liu C, Yu X, Liu W, Li J, He Q, Liu X, Ye X, Zhang Q, Wang R, Zhang Y, Zhang D, Zhao J. Glymphatic Impairment Associated with Neurocognitive Dysfunction in Moyamoya Disease. Transl Stroke Res 2025; 16:690-703. [PMID: 38630409 DOI: 10.1007/s12975-024-01250-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 03/27/2024] [Accepted: 04/05/2024] [Indexed: 05/02/2025]
Abstract
Glymphatic system alterations have been proved to be associated with cognitive dysfunction in neurodegenerative diseases. The glymphatic pathway has not been elucidated in moyamoya disease (MMD), which was recognized as a chronic hypoperfusion model for neurodegenerative disease. Here, we aimed to investigate the glymphatic system activity and its relation with neurocognition, and associated hallmarks in MMD. We prospectively recruited 30 MMD patients and 30 matched healthy controls (HC). Participants underwent MRI and neurocognition evaluation. The glymphatic function was assessed by diffusion tensor image analysis along perivascular space (DTI-ALPS) index. Gray matter volume (GMV) and microstructural alterations were calculated. Neurodegenerative-related serum biomarkers were examined. The mediation effect of ALPS index in the associations between variables and neurocognition were further explored. A lower ALPS index was identified in patients with MMD (P < 0.001). The decreased ALPS index was significantly correlated with declined neurocognitive performance. Moreover, the reduced ALPS index was notably linked with lower total GMV% and deep GMV% (P < 0.01). Microstructural changes in the periventricular areas were detected and associated with ALPS index in MMD. Serum neurodegenerative biomarkers (ApoE, Aβ40, Aβ42, and Aβ42/Aβ40) were significantly elevated and related to ALPS index. Additionally, the ALPS index significantly mediated the associations of microstructural alterations and ApoE level with neurocognitive dysfunction. The ALPS index was notably lower MMD in patients, suggesting the utility as a marker of potential glymphatic dysfunction. The index acted as a significant mediator in neurocognitive dysfunction. These findings indicated that glymphatic impairment may interact with MMD-related pathophysiological processes.
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Affiliation(s)
- Chaofan Zeng
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
| | - Yuanren Zhai
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
| | - Peicong Ge
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
| | - Chenglong Liu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
| | - Xiaofan Yu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
| | - Wei Liu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
| | - Junsheng Li
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
| | - Qiheng He
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
| | - Xingju Liu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
| | - Xun Ye
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
| | - Qian Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
| | - Rong Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
| | - Yan Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
| | - Dong Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China
- Department of Neurosurgery, Beijing Hospital, National Center of Gerontology, No. 1 Dahua Road, Dongcheng District, Beijing, 100730, China
- Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Jizong Zhao
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South 4th Ring West Road, Fengtai District, Beijing, 100070, China.
- China National Clinical Research Center for Neurological Diseases, Beijing, China.
- Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China.
- Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China.
- Beijing Translational Engineering Center for 3D Printer in Clinical Neuroscience, Beijing, China.
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10
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Rocca MA, Preziosa P, Filippi M. Advances in neuroimaging of multiple sclerosis. Curr Opin Neurol 2025; 38:205-216. [PMID: 40104925 DOI: 10.1097/wco.0000000000001360] [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: 03/20/2025]
Abstract
PURPOSE OF REVIEW To summarize recent advancements in understanding multiple sclerosis (MS) pathophysiology, predicting disease course, and monitoring treatment responses using MRI. RECENT FINDINGS Paramagnetic rim lesions (PRLs) are highly specific to MS and clinically relevant. Detected from the earliest disease phases, PRLs aid in distinguishing MS from other conditions, improving diagnostic accuracy. Moreover, PRLs are associated with more severe disability and measures of brain damage and may predict disease progression. Similarly, slowly expanding lesions (SELs) are associated with more severe disability and predict a more severe disease course. Disease-modifying therapies have limited effectiveness in reducing PRLs or SELs. Choroid plexus (CP) enlargement is associated with structural brain damage and clinical disability and predicts disease evolution. Enlarged perivascular spaces (ePVS) suggest microangiopathic changes rather than direct MS-related inflammation. Glymphatic dysfunction, evaluated using diffusion tensor image analysis along the perivascular space, emerges early in MS and correlates with disability, cognitive impairment, and structural brain damage. Aging and comorbidities exacerbate MS-related damage, complicating diagnosis and treatment. Emerging technologies, such as brain-age paradigms, aim to disentangle aging from MS-specific neurodegeneration. SUMMARY Advances in MRI have highlighted the clinical significance of chronic inflammation and glymphatic dysfunction as early contributors to MS progression as well as the interplay between aging, comorbidities and MS.
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Affiliation(s)
- Maria A Rocca
- Neuroimaging Research Unit, Division of Neuroscience
- Neurology Unit, IRCCS San Raffaele Scientific Institute
- Vita-Salute San Raffaele University, Milan, Italy
| | - Paolo Preziosa
- Neuroimaging Research Unit, Division of Neuroscience
- Neurology Unit, IRCCS San Raffaele Scientific Institute
- Vita-Salute San Raffaele University, Milan, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience
- Neurology Unit, IRCCS San Raffaele Scientific Institute
- Vita-Salute San Raffaele University, Milan, Italy
- Neurorehabilitation Unit
- Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy
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11
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Dai X, Zhang Y, Fu C, Gao Z, Hou X, Yan Z, Zheng C, Gao L, Liu B. Investigating glymphatic function and bed nucleus of the stria terminalis-based functional connectivity in Parkinson's disease with and without depression. NPJ Parkinsons Dis 2025; 11:129. [PMID: 40379669 PMCID: PMC12084346 DOI: 10.1038/s41531-025-00985-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2024] [Accepted: 04/24/2025] [Indexed: 05/19/2025] Open
Abstract
Glymphatic activity and the bed nucleus of the stria terminalis (BNST) have been implicated in the pathogenesis of Parkinson's disease (PD) with depression (PDD). This study aimed to investigate glymphatic function and BNST-based functional connectivity (FC) and potential biomarkers in PDD. The diffusion tensor imaging analysis along the perivascular space (DTI-ALPS) index combined with BNST-based FC and support vector machine were applied to 24 PDD, 24 PD with non-depression (PDND), and 25 healthy controls. We found that (1) the DTI-ALPS indices (p < 0.001), the right BNST-based FC values (p < 0.001, FWE small volume correction) were significantly different among three groups; (2) the FC features in the right mPFC (mPFC_R), right MTG (MTG_R), and right ITG (ITG_R) can distinguish PDD from PDND; (3) the right BNST-based FC values, DTI-ALPS indices, and HAMD scores were correlated with each other (r = -0.620, p = 0.004; r = 0.651, p = 0.002; r = -0.53, p = 0.016). Impaired glymphatic function and altered BNST-based FC values are strongly associated with PD, and brain regions with differences in the right BNST-based FC values may serve as potential biomarkers for classifying clinical subtypes of PD. These findings provide new insights into the pathogenesis of depression in PD. This study protocol was registered on the Chinese Clinical Trial Registry (ChiCTR2000038411, September 22, 2020, https://www.chictr.org.cn/showproj.html?proj=56715 ).
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Affiliation(s)
- Xiyong Dai
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yue Zhang
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Chengwei Fu
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zhijie Gao
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xiaoyan Hou
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zhaoxian Yan
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Chunye Zheng
- Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Lei Gao
- Department of Radiology, Zhongnan Hospital of Wuhan University, Hubei, China
| | - Bo Liu
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
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12
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Wang Z, Xu X, Jia F, Ren W, Wang J, Liu Y, Jiang J, Zhou L, Ai K, Zhang J. Glymphatic dysfunction in relapsing-remitting multiple sclerosis and its association with brain structural damage and cognitive impairment. Mult Scler Relat Disord 2025; 100:106531. [PMID: 40383053 DOI: 10.1016/j.msard.2025.106531] [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: 02/28/2025] [Revised: 05/12/2025] [Accepted: 05/13/2025] [Indexed: 05/20/2025]
Abstract
OBJECTIVE To explore the glymphatic dysfunction in relapsing-remitting multiple sclerosis (RRMS) and its potential associations with brain structural damage, clinical disability, and cognitive impairment (Co-I). METHODS The study involved 70 patients with RRMS and 44 healthy controls. Neurological and MRI assessments were performed, and cognitive performance was assessed via the Brief Repeatable Battery of Neuropsychological Tests (BRB-N). To assess the glymphatic function, we calculated the choroid plexus volume (CPV) and diffusion tensor imaging along perivascular spaces (DTI-ALPS) index. Multivariable linear regression analyses were used to examine correlations between glymphatic dysfunction and MRI-derived brain damage metrics. Additionally, we utilised random forest analysis to identify predictors of Co-I and assessed the mediating role of DTI-ALPS. RESULTS Patients with RRMS, particularly those with Co-I, exhibited a low DTI-ALPS index and large CPV. A lower DTI-ALPS index was associated with longer disease duration, greater disability, larger lesion volume (LV), mean diffusivity (MD), and CPV, as well as lower fractional anisotropy (FA) (all FDR-p < 0.05). Moreover, DTI-ALPS mediated 27.21 % and 43.75 % of CPV effects on information processing speed and visuospatial memory, respectively. Random forest analysis indicated that lower education (relative importance [RI] = 100 %), higher CPV (RI = 95.8 %), lower DTI-ALPS index (RI = 80.7 %), higher MD (RI = 61.3 %), lower FA (RI = 60.5 %), older age (RI = 54.6 %), and higher EDSS score (RI = 45.4 %) are predictors of Co-I. CONCLUSION The study implied that glymphatic dysfunction may contribute to brain structural damage, clinical disability, and cognitive impairment in RRMS, indicating that glymphatic dysfunction may play a key role in the pathogenesis of RRMS.
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Affiliation(s)
- Zhuo Wang
- Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China; Gansu Medical MRI Equipment Application Industry Technology Center, Lanzhou, China
| | - Xia Xu
- Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China; Gansu Medical MRI Equipment Application Industry Technology Center, Lanzhou, China
| | - Fei Jia
- Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China; Gansu Medical MRI Equipment Application Industry Technology Center, Lanzhou, China
| | - Wenjing Ren
- Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China; Gansu Medical MRI Equipment Application Industry Technology Center, Lanzhou, China
| | - Jun Wang
- Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China; Gansu Medical MRI Equipment Application Industry Technology Center, Lanzhou, China
| | - Yang Liu
- Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China
| | - Jingqi Jiang
- Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China
| | - Liang Zhou
- Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China
| | - Kai Ai
- Deparment of Clinical and Technical Support, Philips Healthcare, Xi'an, China
| | - Jing Zhang
- Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China; Gansu Medical MRI Equipment Application Industry Technology Center, Lanzhou, China.
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13
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Oura T, Tatekawa H, Takeda A, Omori A, Atsukawa N, Matsushita S, Horiuchi D, Takita H, Shimono T, Ueda D, Itoh Y, Miki Y. Unchanged Early Diffusion Tensor Imaging Along Perivascular Space Index After Amyloid-Targeting Disease-Modifying Therapy in Alzheimer's Disease: A Preliminary Study. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.05.08.25327118. [PMID: 40385451 PMCID: PMC12083627 DOI: 10.1101/2025.05.08.25327118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 05/20/2025]
Abstract
Purpose No longitudinal imaging biomarkers have been validated to capture early glymphatic changes during disease-modifying therapy (DMT) for Alzheimer's disease (AD). This study investigated whether the diffusion tensor imaging along the perivascular space (DTI-ALPS) index can detect early treatment-related changes in participants with AD who initiate amyloid-targeting DMT. Methods Thirteen participants with AD (mean age, 72 years; 8 women) who initiated lecanemab therapy prospectively underwent DTI at baseline and three months. Projection and association fiber regions of interest, predefined in the HCP-1065 atlas, were inversely warped to the native space with vector-aware linear and non-linear registration, enabling a fully automated DTI-ALPS index calculation. Within-participant variances were obtained from 23 healthy volunteers in the OASIS dataset and used to set an equivalence margin of ±0.05 and determine a required sample size of 13. The primary end-point was equivalence of pre- and post-treatment DTI-ALPS indices (a two one-sided test; one-sided α = 0.05). Second, a paired t-test was used to assess the changes. The intraclass correlation coefficients (ICCs) of the DTI-ALPS indices were also evaluated in identical machine environments and between different environments. Results Baseline and three-month DTI-ALPS indices were 1.515 and 1.513, respectively. The mean change was 0.002 (90% confidence interval: -0.049, +0.045), entirely within the pre-specified margin; both one-sided p-values were < 0.05, confirming statistical equivalence. A paired t-test showed no significant difference (p = 0.94). Automated processing yielded perfect within-platform reproducibility (ICC = 1.00) and excellent cross-platform reliability (ICC = 0.99). Conclusion The DTI-ALPS index, an imaging metric associated with glymphatic activity, did not change during the first three months of lecanemab therapy. Although this finding suggests that glymphatic alterations may not be detectable early after treatment initiation, larger cohorts and longer follow-up periods are required to clarify the temporal relationship between DTI-ALPS index dynamics and therapeutic effects.
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Affiliation(s)
- Tatsushi Oura
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Hiroyuki Tatekawa
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Akitoshi Takeda
- Department of Neurology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Ayako Omori
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Natsuko Atsukawa
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Shu Matsushita
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Daisuke Horiuchi
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Hirotaka Takita
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Taro Shimono
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Daiju Ueda
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
- Department of Artificial Intelligence, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Yoshiaki Itoh
- Department of Neurology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Yukio Miki
- Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
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14
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Mi F, Yang X, Huang X, Xu G, Pan D, Yu C. Advances in Diagnostic Imaging of the Glial Lymphatic System in Alzheimer's Disease. Brain Res Bull 2025:111377. [PMID: 40347983 DOI: 10.1016/j.brainresbull.2025.111377] [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: 12/12/2024] [Revised: 04/05/2025] [Accepted: 05/06/2025] [Indexed: 05/14/2025]
Abstract
The glial lymphatic system (GLS) is responsible for removing metabolic waste and aberrantly deposited substances from brain by exchanging materials with interstitial fluid (ISF), thereby maintaining cerebral homeostasis. Dysfunction in this system can result in the abnormal accumulation of amyloid-beta (Aβ) and tau proteins, leading to cognitive impairments. Recent advancements in neuroimaging have enhanced the evaluation of GLS function, forming a vital component of Alzheimer's disease (AD) diagnostics. This article offers a comprehensive overview of the imaging performance of various methods used to visualize the glial lymphatic system in Alzheimer's disease (AD), highlighting their respective advantages and limitations.
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Affiliation(s)
- Feiyue Mi
- Department of Neurology, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, China
| | - Xiaoyan Yang
- Department of Neurology, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, China
| | - Xueyan Huang
- Department of Neurology, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, China
| | - Gaoqiang Xu
- Department of Radiology, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, China
| | - Dongfeng Pan
- Department of Nuclear Medicine, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, China.
| | - Changyin Yu
- Department of Neurology, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, China.
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15
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Yang Z, Gong S, Zhang J, Zhang Y, Liu H, Luo Y, Zhong L, Ou Z, Yan Z, Zhang W, Xu J, Peng K, Zhi L, Liu G. Sleep disturbances are related to glymphatic dysfunction in blepharospasm. Neuroscience 2025; 573:228-236. [PMID: 40127757 DOI: 10.1016/j.neuroscience.2025.03.044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Revised: 03/13/2025] [Accepted: 03/19/2025] [Indexed: 03/26/2025]
Abstract
Research has shown a close relationship between sleep and glymphatic function, with impaired glymphatic function potentially contributing to sleep problems in a bidirectional way. However, its role in sleep disturbances associated with dystonia remains unknown. This cross-sectional study aimed to investigate whether glymphatic function is impaired in dystonia and to explore its relationship with sleep disturbances. We conducted structural magnetic resonance imaging and diffusion tensor imaging (DTI) on two large cohorts: patients with blepharospasm (BSP, n = 45) and cervical dystonia (CD, n = 43), alongside age- and sex-matched healthy controls (HCs). Anxiety, depression, and sleep quality were evaluated using the Hamilton Anxiety Scale (HAMA), Hamilton Depression Scale (HAMD), and Pittsburgh Sleep Quality Index (PSQI), respectively. Analysis along the perivascular space (DTI-ALPS) index and choroid plexus volume (CPV) was used to assess glymphatic function in these participants. Patients with BSP and CD had higher HAMA, HAMD, and PSQI scores than those of HCs. Patients with BSP exhibited a lower DTI-ALPS index and larger CPV than those of HCs, while no significant differences were found between CD and HCs. In BSP and CD, PSQI scores positively correlated with HAMA and HAMD scores and negatively with the DTI-ALPS index in BSP. Multivariate analysis identified the DTI-ALPS index as a dependent predictive factor of the PSQI in patients with BSP. Our findings suggest that glymphatic function varies across types of focal dystonia, with glymphatic dysfunction potentially playing an important role in the pathogenesis of sleep disturbances in BSP.
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Affiliation(s)
- Zhengkun Yang
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangdong Provincial Key Laboratory for Diagnosis and Treatment of Major Neurological Diseases, National Key Clinical Department and Key Discipline of Neurology, Guangzhou, China
| | - Shiyuan Gong
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangdong Provincial Key Laboratory for Diagnosis and Treatment of Major Neurological Diseases, National Key Clinical Department and Key Discipline of Neurology, Guangzhou, China
| | - Jiana Zhang
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangdong Provincial Key Laboratory for Diagnosis and Treatment of Major Neurological Diseases, National Key Clinical Department and Key Discipline of Neurology, Guangzhou, China
| | - Yue Zhang
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangdong Provincial Key Laboratory for Diagnosis and Treatment of Major Neurological Diseases, National Key Clinical Department and Key Discipline of Neurology, Guangzhou, China
| | - Huiming Liu
- Department of Medical Imaging, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Yuhan Luo
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangdong Provincial Key Laboratory for Diagnosis and Treatment of Major Neurological Diseases, National Key Clinical Department and Key Discipline of Neurology, Guangzhou, China
| | - Linchang Zhong
- Department of Medical Imaging, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Zilin Ou
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangdong Provincial Key Laboratory for Diagnosis and Treatment of Major Neurological Diseases, National Key Clinical Department and Key Discipline of Neurology, Guangzhou, China
| | - Zhicong Yan
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangdong Provincial Key Laboratory for Diagnosis and Treatment of Major Neurological Diseases, National Key Clinical Department and Key Discipline of Neurology, Guangzhou, China
| | - Weixi Zhang
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangdong Provincial Key Laboratory for Diagnosis and Treatment of Major Neurological Diseases, National Key Clinical Department and Key Discipline of Neurology, Guangzhou, China
| | - Jinping Xu
- Institute of Biomedical and Health Engineering, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Kangqiang Peng
- Department of Medical Imaging, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Lanlan Zhi
- Department of Medical Imaging, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.
| | - Gang Liu
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangdong Provincial Key Laboratory for Diagnosis and Treatment of Major Neurological Diseases, National Key Clinical Department and Key Discipline of Neurology, Guangzhou, China.
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16
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Guo J, Zhang Z, Meng X, Jing J, Hu Y, Yao Y, Ding L, Zheng L, Zhao X. Atrial fibrillation catheter ablation, brain glymphatic function, and cognitive performance. Eur Heart J 2025; 46:1733-1743. [PMID: 39981927 DOI: 10.1093/eurheartj/ehaf036] [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: 06/22/2024] [Revised: 09/21/2024] [Accepted: 01/21/2025] [Indexed: 02/22/2025] Open
Abstract
BACKGROUND AND AIMS It remains unknown whether the brain glymphatic system, which is driven by the heartbeat-driven pulsation of arteries and is responsible for cerebral waste clearance, is impaired in atrial fibrillation (AF) and mediates cognitive dysfunction related to AF. The aim of this study was to assess brain glymphatic alterations in AF, their role in cognitive function, and whether catheter ablation can improve glymphatic activity. METHODS In this case-control and prospective before-and-after study, patients with AF and healthy controls (HCs) were enrolled. Participants underwent brain magnetic resonance imaging and a comprehensive neuropsychological battery. Glymphatic activity was quantified by diffusion tensor image analysis along the perivascular space (DTI-ALPS) index. Magnetic resonance imaging was repeated after surgery in patients who underwent ablation. RESULTS Overall, 87 patients with AF and 44 HCs were enrolled. Compared with HCs, patients with AF had a lower ALPS index (P = .016). Nonparoxysmal AF patients showed lower ALPS index than both HCs (P = .002) and paroxysmal AF patients (P = .044). A lower ALPS index was associated with worse scores of Trail Making Test, Digit Symbol Substitution Test, Digit Span Test, and Stroop Colour and Word Test (all P < .05). Mediation analyses revealed that glymphatic activity was a mediator between AF and cognitive decline. Among the 50 patients who underwent ablation therapy, DTI-ALPS index was improved after surgery (P = .015). CONCLUSIONS Brain glymphatic function measured by DTI-ALPS index was impaired in patients with AF, mediates the association between AF and cognitive decline, and was improved after ablation therapy.
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Affiliation(s)
- Jiahuan Guo
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, 119 South Fourth Ring West Road, Fengtai District, 100070 Beijing, China
| | - Zhe Zhang
- Tiantan Neuroimaging Center of Excellence, Beijing Tiantan Hospital, Capital Medical University, 119 South Fourth Ring West Road, Fengtai District, 100070 Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, 119 South Fourth Ring West Road, Fengtai District, 100070 Beijing, China
| | - Xu Meng
- Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Xicheng District, 100037 Beijing, China
| | - Jing Jing
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, 119 South Fourth Ring West Road, Fengtai District, 100070 Beijing, China
- Tiantan Neuroimaging Center of Excellence, Beijing Tiantan Hospital, Capital Medical University, 119 South Fourth Ring West Road, Fengtai District, 100070 Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, 119 South Fourth Ring West Road, Fengtai District, 100070 Beijing, China
| | - Yiran Hu
- Arrhythmia Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Xicheng District, 100037 Beijing, China
- Department of Cardiology and Macrovascular Disease, Beijing Tiantan Hospital, Capital Medical University, 119 South Fourth Ring West Road, Fengtai District, 100070 Beijing, China
| | - Yan Yao
- Arrhythmia Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Xicheng District, 100037 Beijing, China
| | - Ligang Ding
- Arrhythmia Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Xicheng District, 100037 Beijing, China
| | - Lihui Zheng
- Arrhythmia Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Xicheng District, 100037 Beijing, China
| | - Xingquan Zhao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, 119 South Fourth Ring West Road, Fengtai District, 100070 Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, 119 South Fourth Ring West Road, Fengtai District, 100070 Beijing, China
- Research Unit of Artificial Intelligence in Cerebrovascular Disease, Chinese Academy of Medical Sciences, 119 South Fourth Ring West Road, Fengtai District, 100070 Beijing, China
- Center of Stroke, Beijing Institute for Brain Disorders, 119 South Fourth Ring West Road, Fengtai District, 100070 Beijing, China
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17
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Hein ZM, Che Mohd Nassir CMN, Che Ramli MD, Jaffer U, Mehat MZ, Mustapha M, Abdul Hamid H. Cerebral small vessel disease: The impact of glymphopathy and sleep disorders. J Cereb Blood Flow Metab 2025:271678X251333933. [PMID: 40322968 PMCID: PMC12052786 DOI: 10.1177/0271678x251333933] [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: 09/11/2024] [Revised: 03/20/2025] [Accepted: 03/25/2025] [Indexed: 05/08/2025]
Abstract
The glymphatic system, a vital brain perivascular network for waste clearance, hinges on the functionality of the aquaporin 4 (AQP4) water channel. Alarmingly, AQP4 single nucleotide polymorphisms (SNPs) are linked to impaired glymphatic clearance, or glymphopathy, which contributes to sleep disturbances and various age-related neurodegenerative diseases. Despite the critical role of glymphopathy and sleep disturbances in cerebral small vessel disease (CSVD) - a silent precursor to age-related neurodegenerative disorders - their interplay remains underexplored. CSVD is a major cause of stroke and dementia, yet its pathogenesis is not fully understood. Emerging evidence implicates glymphopathy and sleep disorders as pivotal factors in age-related CSVD, exacerbating the condition by hindering waste removal and compromising blood-brain barrier (BBB) integrity. Advanced imaging techniques promise to enhance diagnosis and monitoring, while lifestyle modifications and personalised medicine present promising treatment avenues. This narrative review underscores the need for a multidisciplinary approach to understanding glymphopathy and sleep disorders in CSVD. By exploring their roles, emphasising the necessity for longitudinal studies, and discussing potential therapeutic interventions, this paper aims to pave the way for new research and therapeutic directions in CSVD management.
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Affiliation(s)
- Zaw Myo Hein
- Department of Basic Medical Sciences, College of Medicine, Ajman University, Ajman, United Arab Emirates
| | | | | | - Usman Jaffer
- Kulliyyah of Islamic Revealed Knowledge and Human Sciences, International Islamic University Malaysia, Kuala Lumpur, Malaysia
| | - Muhammad Zulfadli Mehat
- Department of Human Anatomy, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Selangor, Malaysia
- Brain and Mental Health Research Advancement and Innovation Networks (PUTRA BRAIN), Universiti Putra Malaysia, Selangor, Malaysia
| | - Muzaimi Mustapha
- Department of Neuroscience, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Hafizah Abdul Hamid
- Department of Human Anatomy, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Selangor, Malaysia
- Brain and Mental Health Research Advancement and Innovation Networks (PUTRA BRAIN), Universiti Putra Malaysia, Selangor, Malaysia
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18
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Sun Q, Liu J, Yang Z, Lei J, Li H, Wang Y. Glymphatic system dysfunction and its impact on seizure severity, cognitive function, and affective symptoms in patients with generalized tonic-clonic seizures alone. J Neurol Sci 2025; 473:123515. [PMID: 40349507 DOI: 10.1016/j.jns.2025.123515] [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: 11/08/2024] [Revised: 04/19/2025] [Accepted: 04/21/2025] [Indexed: 05/14/2025]
Abstract
BACKGROUND Generalized tonic-clonic seizures alone (GTCS alone) represent a distinct idiopathic epilepsy syndrome. Glymphatic system (GS) dysfunction-a brain-wide perivascular clearance pathway-has been proposed as a contributing mechanism in epilepsy and its related comorbidities. OBJECTIVE To assess GS function in patients with GTCS alone using the Analysis Along the Perivascular Space (ALPS) index derived from diffusion spectrum imaging (DSI), and to explore its associations with clinical, cognitive, and emotional measures. METHODS A total of 101 patients with GTCS alone and 76 demographically matched healthy controls underwent DSI. The ALPS index was calculated and correlated with scores from standardized assessments, including the National Hospital Seizure Severity Scale (NHS3), Epileptic Discharge Index (EDI), Montreal Cognitive Assessment (MoCA), Kilifi Stigma Scale for Epilepsy (KSSE), and Hamilton Depression Rating Scale (HAMD). RESULTS Patients with GTCS alone had lower ALPS indices compared to healthy controls (1.43 vs. 1.52, p < 0.01). Among patients, the ALPS index positively correlated with MoCA scores (r = 0.30, p = 0.002) and negatively correlated with age (r = -0.22, p = 0.030), NHS3 (r = -0.27, p = 0.007), KSSE (r = -0.21, p = 0.038), and HAMD (r = -0.20, p = 0.042). The ALPS index was lower in patients with higher antiseizure medication loads (1.36 vs. 1.44, p = 0.042) and elevated EDI values (1.39 vs. 1.45, p = 0.039). CONCLUSIONS Glymphatic function is impaired in patients with GTCS alone, as indicated by reduced ALPS indices. These indices are associated with seizure severity, cognitive impairment, depressive symptoms, and perceived stigma. The ALPS index may serve as a noninvasive imaging biomarker of disease burden and a novel tool for understanding pathophysiological mechanisms in GTCS alone.
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Affiliation(s)
- Qibing Sun
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Jinshuai Liu
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Zifan Yang
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Jianxiang Lei
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Hanli Li
- Department of Clinical Medicine, Anhui Medical College, Hefei, China
| | - Yu Wang
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, China.
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19
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Miyata M, Kamagata K, Saito Y, Uchida W, Takabayashi K, Moriguchi S, Momota Y, Ichihashi M, Kurose S, Endo H, Tagai K, Kataoka Y, Mimura M, Aoki S, Higuchi M, Takahata K. Diffusion Tensor Image Analysis Along the Perivascular Space in Former Professional Athletes with Repetitive Mild Traumatic Brain Injury History. Acad Radiol 2025:S1076-6332(25)00379-4. [PMID: 40318971 DOI: 10.1016/j.acra.2025.04.028] [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: 02/03/2025] [Revised: 04/08/2025] [Accepted: 04/11/2025] [Indexed: 05/07/2025]
Abstract
RATIONALE AND OBJECTIVES The long-term changes in the glymphatic system of former professional athletes exposed to repetitive mild traumatic brain injuries remain poorly understood. This study aimed to use diffusion tensor image analysis along the perivascular space (DTI-ALPS) to evaluate the glymphatic system activity and correlate the ALPS index with neuropsychiatric symptoms in former professional athletes. MATERIALS AND METHODS 30 former professional athletes and 24 age- and sex-matched controls underwent DTI with 3 T magnetic resonance imaging, and neuropsychiatric tests were performed in the athlete group. RESULTS The ALPS index (mean, right, and left) in the athlete group was compared to that in controls, and correlations with clinical variables were analyzed. The mean, right, and left ALPS indices in the athlete group were significantly lower than those of the control group (mean: 1.49±0.12 vs. 1.61±0.16, cohen's d=0.847, p<0.01; right: 1.51±0.12 vs. 1.61±0.16, cohen's d=0.722, p=0.01; and left: 1.47±0.15 vs. 1.60±0.20, cohen's d=0.765, p<0.01). The mean and right ALPS indices were positively correlated with the Wisconsin Card Sorting Test performance in the athlete group (mean: r=0.41, p=0.04; right: r=0.43, p=0.03; not significant after Bonferroni correction). CONCLUSION A lower ALPS index in former professional athletes may be associated with impairments in cognitive function, reflected in glymphatic dysfunction.
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Affiliation(s)
- Mari Miyata
- Department of Applied MRI Research, Institute of Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), Chiba, Japan; Department of Radiology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Koji Kamagata
- Department of Radiology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yuya Saito
- Department of Radiology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Wataru Uchida
- Department of Radiology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Kaito Takabayashi
- Department of Radiology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Sho Moriguchi
- Advanced Neuroimaging Center, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), Chiba, Japan
| | - Yuki Momota
- Advanced Neuroimaging Center, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), Chiba, Japan
| | - Masanori Ichihashi
- Advanced Neuroimaging Center, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), Chiba, Japan
| | - Shin Kurose
- Advanced Neuroimaging Center, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), Chiba, Japan
| | - Hironobu Endo
- Advanced Neuroimaging Center, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), Chiba, Japan
| | - Kenji Tagai
- Advanced Neuroimaging Center, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), Chiba, Japan
| | - Yuko Kataoka
- Advanced Neuroimaging Center, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), Chiba, Japan
| | - Masaru Mimura
- Center for Preventive Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Shigeki Aoki
- Department of Radiology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Makoto Higuchi
- Advanced Neuroimaging Center, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), Chiba, Japan
| | - Keisuke Takahata
- Advanced Neuroimaging Center, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology (QST), Chiba, Japan.
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20
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Jiao Y, Han W, Zhang L, Wang M, Lyu Z, Su Y, Wang Z, Wang L, Wang J, Xu P, Hu Y, Yang Y, Fu P. Characterization of the glymphatic system and early-phase β-amyloid imaging in Alzheimer's disease: A simultaneous PET/MR study. Brain Res Bull 2025; 226:111368. [PMID: 40320077 DOI: 10.1016/j.brainresbull.2025.111368] [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: 08/25/2024] [Revised: 03/15/2025] [Accepted: 04/29/2025] [Indexed: 05/09/2025]
Abstract
Early-phase Aβ imaging can detect cerebral perfusion deficits, while glymphatic dysfunction is a key event in neurodegenerative diseases, including Alzheimer's disease (AD). However, their relationship within the AD continuum remains unclear. This study aimed to evaluate the role of the glymphatic system (diffusion tensor image analysis along the perivascular space, DTI-ALPS) and early-phase Aβ imaging in cognitive impairment using simultaneous PET/MR in healthy control (HC), Prodromal AD (PAD), and AD. It also examines the interaction between baseline amyloid (Aβ) burden and vascular burden in perfusion impairment and glymphatic dysfunction. AD patients showed lower SUVr of early-phase Aβ in the bilateral hippocampus, parahippocampal, and caudate (all P < 0.05), indicating perfusion deficits in these regions. Compared to HC, a lower mean ALPS-index was found in the AD and PAD groups (P < 0.001), suggesting that glymphatic dysfunction is an early event in AD. The mean ALPS-index was positively correlated with early-phase Aβ uptake in the bilateral hippocampus, parahippocampal, caudate, and thalamus (all P < 0.001). Mediation analysis revealed that the ALPS-index plays a crucial mediating role between perfusion deficits and cognitive impairment. Baseline Aβ burden and early-phase Aβ perfusion deficits affected the ALPS-index with the mediation of vascular burden (PVS or WMH), while early-phase Aβ perfusion also directly influenced the ALPS-index. In conclusion, this study highlights the role of glymphatic dysfunction and cerebral perfusion deficits in the AD continuum, emphasizing their necessity as early pathological markers. These findings provide imaging evidence for early diagnosis and personalized management of AD.
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Affiliation(s)
- Yuying Jiao
- Department of Nuclear Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Wei Han
- Department of Nuclear Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Linhan Zhang
- Department of Nuclear Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Mengjiao Wang
- Department of Nuclear Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Zhehao Lyu
- Department of Nuclear Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yexin Su
- Department of Nuclear Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Zeyu Wang
- Department of Nuclear Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Lifan Wang
- Department of Nuclear Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Jiafu Wang
- Department of Nuclear Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Peng Xu
- Department of Nuclear Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yujie Hu
- Central Research Institute, United Imaging Healthcare Group Co., Ltd., Shanghai, China
| | - Yang Yang
- Beijing United Imaging Research Institute of Intelligent Imaging, Beijing, China
| | - Peng Fu
- Department of Nuclear Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, China.
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21
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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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22
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Ringstad G, Eide PK, Naganawa S, Agarwal N. Gadolinium-Based Imaging and the Study of Neurofluid Dynamics. Neuroimaging Clin N Am 2025; 35:191-209. [PMID: 40210377 DOI: 10.1016/j.nic.2024.12.008] [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
Gadolinium-based MR imaging has significantly advanced our understanding of neurofluid dynamics within the brain and spinal cord. Both intrathecal and intravenous MR imaging techniques hold promise for identifying surrogate markers of altered neurofluid dynamics in the brain. These insights can shed light on the pathophysiology of various neurologic disorders and aid in developing improved treatment strategies.
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Affiliation(s)
- Geir Ringstad
- Department of Radiology, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Department of Geriatric Medicine, Sørlandet Hospital Trust, Arendal, Norway; KG Jebsen Centre for Brain Fluid Research, University of Oslo, Oslo, Norway.
| | - Per Kristian Eide
- KG Jebsen Centre for Brain Fluid Research, University of Oslo, Oslo, Norway; Department of Neurosurgery, Oslo University Hospital - Rikshospitalet, Sognsvannsveien 20, 0372 Oslo, Norway; Department of Neurosurgery, University of Oslo, Oslo, Norway
| | - Shinji Naganawa
- Department of Radiology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Shouwa-ku, Nagoya, 466-8550 Japan
| | - Nivedita Agarwal
- Diagnostic Imaging and Neuroradiology Unit, Scientific Institute, IRCCS "Eugenio Medea" Via Don Luigi Monza 20, 23842 Bosisio Parini (LC), Italy
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23
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Cheng P, Li Y, Wang S, Liang L, Zhang M, Liu H, Shen W, Zhou W. Coupling analysis of diffusion tensor imaging analysis along the perivascular space (DTI-ALPS) with abnormal cerebral blood flow in methamphetamine-dependent patients and its application in machine-learning-based classification. J Affect Disord 2025; 376:463-472. [PMID: 39961448 DOI: 10.1016/j.jad.2025.02.020] [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: 09/06/2024] [Revised: 01/23/2025] [Accepted: 02/12/2025] [Indexed: 02/22/2025]
Abstract
BACKGROUND Diffusion tensor imaging (DTI) analysis along the perivascular space (ALPS) index is currently widely employed to evaluate the neurophysiological activity in various neuropsychiatric disorders. However, there remains a scarcity of studies assessing the DTI-ALPS index in individuals with methamphetamine (MA) dependence. Recent studies on animals have demonstrated a significant correlation between glymphatic activity and alterations in cerebral blood flow (CBF). Hence, investigating the DTI-ALPS index and its coupling with CBF could yield novel insights for MA-dependent patients. METHODS In this study, we employed DTI and arterial spin labeling to investigate the ALPS index and CBF in 46 MA-dependent patients and 46 control subjects. By using DTI-ALPS, we evaluated a comprehensive diffusivity parameter that encompasses contributions from both the perivascular spaces and fiber tracts. Furthermore, a two-sample t-test was employed to assess inter-group differences. Partial correlation analysis was used to evaluate the correlations of the ALPS index with age, clinical parameters, and CBF, respectively. In addition, a causal mediation analysis was conducted to explore whether CBF mediates the causal relationship between MA-related clinical characteristics and the ALPS index. Finally, a support vector machine (SVM) was trained by the ALPS-related features and CBF features for the purpose of distinguishing MA-dependent subjects from control subjects. RESULTS Compared to the control group, the MA-dependent group presented a decreased ALPS index, particularly in the right hemisphere. Moreover, increased diffusivities were observed along the projection fibers in the right Y-axis and the association fibers in the right Z-axis, while the AI of the diffusivity along the Z-axis association fibers decreased in patients with MA dependence. The study observed a tight coupling between the ALPS index and CBF in MA-dependent patients, and revealed significant positive correlations between the ALPS index and CBF in specific brain regions, including the right precentral sulcus, right anterior transverse collateral sulcus, left postcentral sulcus, left superior parietal lobule, left superior occipital sulcus and transverse occipital sulcus, and right temporal pole. The causal mediation analysis suggested that CBF partially mediated the alteration of the ALPS index induced by the duration of MA consumption in MA-dependent patients. Additionally, CBF/ALPS ratio was lower in the MA-dependent group compared to the controls group. An SVM trained with the ALPS-related indicators and CBF indicators achieved classification accuracy, sensitivity, specificity, and kappa values of 93.31 % ± 5.72 %, 91.56 % ± 9.14 %, 95.05 % ± 7.91 % and 86.60 % ± 11.44 %, respectively, for identifying patients with MA dependence. CONCLUSIONS The study identified abnormal ALPS index, which has the potential to be a meaningful imaging marker for MA-dependent patients. The findings emphasized the strong coupling between the ALPS index and CBF in MA-dependent individuals, providing indirect imaging references for future research on the relationship between the glymphatic system and CBF. Moreover, the abnormal ALPS-related features and CBF features hold promise as valuable features for developing highly effective classification models.
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Affiliation(s)
- Ping Cheng
- Department of Radiology, Ningbo Medical Treatment Center Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, China
| | - Yadi Li
- Department of Radiology, Ningbo Medical Treatment Center Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, China.
| | - Shuyuan Wang
- Department of Radiology, Ningbo Medical Treatment Center Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, China
| | - Liang Liang
- Department of Radiology, Ningbo Medical Treatment Center Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, China
| | - Mingyu Zhang
- Department of Radiology, Ningbo Medical Treatment Center Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, China
| | - Huifen Liu
- Department of psychiatry, Affiliated Kangning Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Wenwen Shen
- Department of psychiatry, Affiliated Kangning Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Wenhua Zhou
- Department of psychiatry, Affiliated Kangning Hospital of Ningbo University, Ningbo, Zhejiang, China.
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24
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Ma J, Chen M, Liu GH, Gao M, Chen NH, Toh CH, Hsu JL, Wu KY, Huang CM, Lin CM, Fang JT, Lee SH, Lee TMC. Effects of sleep on the glymphatic functioning and multimodal human brain network affecting memory in older adults. Mol Psychiatry 2025; 30:1717-1729. [PMID: 39397082 PMCID: PMC12014484 DOI: 10.1038/s41380-024-02778-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 09/25/2024] [Accepted: 09/30/2024] [Indexed: 10/15/2024]
Abstract
Understanding how sleep affects the glymphatic system and human brain networks is crucial for elucidating the neurophysiological mechanism underpinning aging-related memory declines. We analyzed a multimodal dataset collected through magnetic resonance imaging (MRI) and polysomnographic recording from 72 older adults. A proxy of the glymphatic functioning was obtained from the Diffusion Tensor Image Analysis along the Perivascular Space (DTI-ALPS) index. Structural and functional brain networks were constructed based on MRI data, and coupling between the two networks (SC-FC coupling) was also calculated. Correlation analyses revealed that DTI-ALPS was negatively correlated with sleep quality measures [e.g., Pittsburgh Sleep Quality Index (PSQI) and apnea-hypopnea index]. Regarding human brain networks, DTI-ALPS was associated with the strength of both functional connectivity (FC) and structural connectivity (SC) involving regions such as the middle temporal gyrus and parahippocampal gyrus, as well as with the SC-FC coupling of rich-club connections. Furthermore, we found that DTI-ALPS positively mediated the association between sleep quality and rich-club SC-FC coupling. The rich-club SC-FC coupling further mediated the association between DTI-ALPS and memory function in good sleepers but not in poor sleepers. The results suggest a disrupted glymphatic-brain relationship in poor sleepers, which underlies memory decline. Our findings add important evidence that sleep quality affects cognitive health through the underlying neural relationships and the interplay between the glymphatic system and multimodal brain networks.
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Affiliation(s)
- Junji Ma
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China
- Laboratory of Neuropsychology & Human Neuroscience, The University of Hong Kong, Hong Kong SAR, China
| | - Menglu Chen
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China
- Laboratory of Neuropsychology & Human Neuroscience, The University of Hong Kong, Hong Kong SAR, China
| | - Geng-Hao Liu
- School of Traditional Chinese Medicine, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Division of Acupuncture and Moxibustion, Center for Traditional Chinese Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
- Sleep Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Mengxia Gao
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China
- Laboratory of Neuropsychology & Human Neuroscience, The University of Hong Kong, Hong Kong SAR, China
| | - Ning-Hung Chen
- School of Traditional Chinese Medicine, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Sleep Center, Respiratory Therapy, Pulmonary and Critical Care Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Cheng Hong Toh
- Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan County, Taiwan
| | - Jung-Lung Hsu
- Department of Neurology, New Taipei Municipal TuCheng Hospital, New Taipei City, Taiwan
- Department of Neurology, at Linkou, Chang Gung Memorial Hospital and College of Medicine, Neuroscience Research Center, Chang-Gung University, Taoyuan, Taiwan
- Graduate Institute of Mind, Brain, & Consciousness, Taipei Medical University, Taipei, Taiwan
| | - Kuan-Yi Wu
- College of Medicine, Chang Gung University, Taoyuan County, Taiwan
- Department of Psychiatry, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Chih-Mao Huang
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Chih-Ming Lin
- College of Medicine, Chang Gung University, Taoyuan County, Taiwan
- Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Ji-Tseng Fang
- College of Medicine, Chang Gung University, Taoyuan County, Taiwan.
- Department of Nephrology, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan.
| | - Shwu-Hua Lee
- College of Medicine, Chang Gung University, Taoyuan County, Taiwan.
- Department of Psychiatry, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan.
| | - Tatia M C Lee
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China.
- Laboratory of Neuropsychology & Human Neuroscience, The University of Hong Kong, Hong Kong SAR, China.
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25
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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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26
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Mohammadi S, Dolatshahi M, Rahmani F, Raji CA. Altered Clearance in Alzheimer's Disease and Cerebral Amyloid Angiopathy. Neuroimaging Clin N Am 2025; 35:277-286. [PMID: 40210383 DOI: 10.1016/j.nic.2024.12.004] [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
With our focus on Alzheimer's disease (AD) and cerebral amyloid angiopathy (CAA), the authors herein provided a comprehensive overview of impaired amyloid beta and tau clearance pathways observed through advanced neuroimaging techniques such as dynamic contrast-enhanced MR imaging, arterial spin labeling, phase contrast MR imaging, PET, and functional MR imaging. The findings suggest the role of impaired degradation clearance, blood-brain barrier clearance, perivascular clearance, glymphatic system clearance, and cerebrospinal fluid dynamics in AD and CAA pathogenesis.
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Affiliation(s)
- Soheil Mohammadi
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Mahsa Dolatshahi
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Farzaneh Rahmani
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Cyrus A Raji
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO, USA; Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA.
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27
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Rieff M, Holzberger F, Lapina O, Ringstad G, Magnus Valnes L, Warsza B, Kristian Eide P, Mardal K, Wohlmuth B. U-Net-Based Prediction of Cerebrospinal Fluid Distribution and Ventricular Reflux Grading. NMR IN BIOMEDICINE 2025; 38:e70029. [PMID: 40229147 PMCID: PMC11996590 DOI: 10.1002/nbm.70029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 03/04/2025] [Accepted: 03/05/2025] [Indexed: 04/16/2025]
Abstract
Previous work indicates evidence that cerebrospinal fluid (CSF) plays a crucial role in brain waste clearance processes and that altered flow patterns are associated with various diseases of the central nervous system. In this study, we investigate the potential of deep learning to predict the distribution in human brain of a gadolinium-based CSF contrast agent (tracer) administered intrathecal. For this, T1-weighted magnetic resonance imaging (MRI) scans taken at multiple time points before and after injection were utilized. We propose a U-net-based supervised learning model to predict pixel-wise signal increase at its peak after 24 h. Performance is evaluated based on different tracer distribution stages provided during training, including predictions from baseline scans taken before injection. Our findings show that training with imaging data from only the first 2-h postinjection yields tracer flow predictions comparable to models trained with additional later-stage scans. Validation against ventricular reflux gradings from neuroradiologists confirmed alignment with expert evaluations. These results demonstrate that deep learning-based methods for CSF flow prediction deserve more attention, as minimizing MR imaging without compromising clinical analysis could enhance efficiency, improve patient well-being and lower healthcare costs.
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Affiliation(s)
- Melanie Rieff
- Department of Mathematics, School of Computation, Information, and TechnologyTechnical University of MunichGarchingGermany
- Department of Computer ScienceETH ZurichZurichSwitzerland
| | - Fabian Holzberger
- Department of Mathematics, School of Computation, Information, and TechnologyTechnical University of MunichGarchingGermany
| | - Oksana Lapina
- Department of RadiologyOslo University Hospital RikshospitaletOsloNorway
| | - Geir Ringstad
- Department of RadiologyOslo University Hospital RikshospitaletOsloNorway
- Department of Geriatrics and Internal MedicineSorlandet HospitalArendalNorway
- KG Jebsen Centre for Brain Fluid Research, Institute of Clinical Medicine, Faculty of MedicineUniversity of OsloOsloNorway
- Institute of Clinical MedicineUniversity of OsloOsloNorway
| | - Lars Magnus Valnes
- Department of NeurosurgeryOslo University Hospital RikshospitaletOsloNorway
| | - Bogna Warsza
- Department of RadiologyOslo University Hospital RikshospitaletOsloNorway
| | - Per Kristian Eide
- KG Jebsen Centre for Brain Fluid Research, Institute of Clinical Medicine, Faculty of MedicineUniversity of OsloOsloNorway
- Institute of Clinical MedicineUniversity of OsloOsloNorway
- Department of NeurosurgeryOslo University Hospital RikshospitaletOsloNorway
| | - Kent‐André Mardal
- KG Jebsen Centre for Brain Fluid Research, Institute of Clinical Medicine, Faculty of MedicineUniversity of OsloOsloNorway
- Department of MathematicsUniversity of OsloOsloNorway
- Department of Numerical Analysis and Scientific ComputingSimula Research LaboratoryOsloNorway
| | - Barbara Wohlmuth
- Department of Mathematics, School of Computation, Information, and TechnologyTechnical University of MunichGarchingGermany
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Botta D, Hutuca I, Ghoul EE, Sveikata L, Assal F, Lövblad KO, Kurz FT. Emerging non-invasive MRI techniques for glymphatic system assessment in neurodegenerative disease. J Neuroradiol 2025; 52:101322. [PMID: 39894249 DOI: 10.1016/j.neurad.2025.101322] [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: 07/09/2024] [Revised: 01/22/2025] [Accepted: 01/22/2025] [Indexed: 02/04/2025]
Abstract
The discovery of the glymphatic system has revolutionized our understanding of brain physiology, particularly in waste clearance and fluid dynamics within the central nervous system. This pathway, essential for nutrient distribution and waste removal, operates predominantly during sleep and has been implicated in neurodegenerative diseases like Alzheimer's and Parkinson's. Recent advances in non-invasive MRI techniques, including diffusion tensor imaging along the perivascular space (DTI-ALPS), perivascular space (PVS) analysis, and free water (FW) indices, have improved our ability to study glymphatic function and its alterations in disease states. This review discusses the glymphatic system's ultrastructure, physiology, and the latest imaging methods to assess this critical pathway. We highlight how these non-invasive MRI techniques can enhance the understanding of glymphatic function in health and disease, with a focus on neurodegenerative conditions. By integrating insights from current research, this review underscores the diagnostic and therapeutic implications of glymphatic dysfunction. Understanding these mechanisms can pave the way for novel strategies to enhance waste clearance and improve neurological health, offering potential benefits for early diagnosis and intervention in neurodegenerative diseases.
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Affiliation(s)
- Daniele Botta
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Ioana Hutuca
- Division of Radiology, Diagnostic Department, Geneva University Hospitals, Geneva, Switzerland
| | - Elyas El Ghoul
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Lukas Sveikata
- Division of Neurology, Department of Clinical Neurosciences, Geneva University Hospitals, Geneva, Switzerland
| | - Frédéric Assal
- Division of Neurology, Department of Clinical Neurosciences, Geneva University Hospitals, Geneva, Switzerland
| | - Karl-Olof Lövblad
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland
| | - Felix T Kurz
- Division of Diagnostic and Interventional Neuroradiology, HUG Geneva University Hospitals, Geneva, Switzerland.
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Tanaka F, Maeda M, Kishi S, Kogue R, Umino M, Ishikawa H, Ii Y, Shindo A, Sakuma H. Updated imaging markers in cerebral amyloid angiopathy: What radiologists need to know. Jpn J Radiol 2025; 43:736-751. [PMID: 39730931 PMCID: PMC12053366 DOI: 10.1007/s11604-024-01720-2] [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: 09/06/2024] [Accepted: 12/06/2024] [Indexed: 12/29/2024]
Abstract
Cerebral amyloid angiopathy (CAA) is an age-related small vessel disease pathologically characterized by the progressive accumulation of amyloid-beta (Aβ) peptide in cerebrovascular walls, affecting both cortical and leptomeningeal vessels. Amyloid deposition results in fragile vessels, which may lead to lobar intracerebral hemorrhage (ICH) and cognitive impairment. To evaluate the probability and severity of CAA, the imaging markers depicted on CT and MRI techniques are crucial, as brain pathological examination is highly invasive. Although the Boston criteria have established diagnostic value and have been updated to version 2.0, due to an aging population, the patients with CAA should also be assessed for their risk of future ICH or cognitive impairment. Furthermore, an increased awareness of CAA is essential when introducing anticoagulants for infarct in elderly patients or anti-amyloid antibodies for Alzheimer's disease, as these may worsen CAA-related hemorrhagic lesions. However, the radiological literature on CAA has not been comprehensively updated. Here, we review the imaging markers of CAA and clinical significance. We also discuss the clinical and imaging characteristics of CAA-related inflammation, amyloid-related imaging abnormalities, and iatrogenic-CAA.
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Affiliation(s)
- Fumine Tanaka
- Department of Radiology, Mie University Graduate School of Medicine, 2-174, Edobashi, Tsu, Mie, 514-8507, Japan.
| | - Masayuki Maeda
- Department of Neuroradiology, Mie University Graduate School of Medicine, 2-174, Edobashi, Tsu, Mie, 514-8507, Japan
| | - Seiya Kishi
- Department of Radiology, Mie University Graduate School of Medicine, 2-174, Edobashi, Tsu, Mie, 514-8507, Japan
| | - Ryota Kogue
- Department of Radiology, Mie University Graduate School of Medicine, 2-174, Edobashi, Tsu, Mie, 514-8507, Japan
| | - Maki Umino
- Department of Radiology, Mie University Graduate School of Medicine, 2-174, Edobashi, Tsu, Mie, 514-8507, Japan
| | - Hidehiro Ishikawa
- Department of Neurology, Mie University Graduate School of Medicine, 2-174, Edobashi, Tsu, Mie, 514-8507, Japan
| | - Yuichiro Ii
- Department of Neuroimaging and Pathophysiology, Mie University School of Medicine, 2-174, Edobashi, Tsu, Mie, 514-8507, Japan
| | - Akihiro Shindo
- Department of Neurology, Mie University Graduate School of Medicine, 2-174, Edobashi, Tsu, Mie, 514-8507, Japan
| | - Hajime Sakuma
- Department of Radiology, Mie University Graduate School of Medicine, 2-174, Edobashi, Tsu, Mie, 514-8507, Japan
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30
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Yang Y, Yan M, Liu X, Li S, Lin G. Alterations of Glymphatic System Before and After Shunt Surgery in Patients With Idiopathic Normal Pressure Hydrocephalus: A Longitudinal Study. Eur J Neurol 2025; 32:e70200. [PMID: 40365713 PMCID: PMC12076058 DOI: 10.1111/ene.70200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Revised: 04/18/2025] [Accepted: 05/01/2025] [Indexed: 05/15/2025]
Abstract
AIMS This study aimed to assess the glymphatic dysfunction in idiopathic normal pressure hydrocephalus (iNPH) patients and its recovery post-shunt surgery using diffusion tensor image analysis along perivascular spaces (DTI-ALPS). METHODS Thirty-five iNPH patients and forty healthy controls (HC) underwent MRI scans and neuropsychological assessments at baseline. A follow-up study, conducted three months post-shunt surgery, included fifteen iNPH patients. The DTI-ALPS index was calculated to assess the glymphatic system status. Group differences were evaluated using the Mann-Whitney U test, while the paired Wilcoxon signed-rank test was employed to compare pre-operative and post-operative ALPS indices. Multiple linear regression was utilized to analyze the association between changes in the ALPS index (ΔALPS) and alterations in clinical scores. RESULTS Baseline examinations disclosed iNPH patients had a lower ALPS index than HC (p < 0.0001). We found a significantly increased ALPS index at 3 months after surgery compared to baseline (p < 0.0001). Positive correlations between theΔALPS and the increments of MMSE score (ΔMMSE) were found in all iNPH patients. Baseline age and ΔALPS emerged as significant predictors of ΔMMSE, with the model explaining 68.13% of the variance (R2 = 0.6813). CONCLUSION Glymphatic function in iNPH was enhanced following shunt surgery, which positively impacted cognitive recovery. The DTI-ALPS index may serve as a useful predictor of shunting efficacy in iNPH patients.
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Affiliation(s)
- Yifeng Yang
- Department of RadiologyHuadong Hospital, Fudan UniversityShanghaiChina
| | - Meijing Yan
- Department of RadiologyHuadong Hospital, Fudan UniversityShanghaiChina
| | - Xiao Liu
- Department of RadiologyHuadong Hospital, Fudan UniversityShanghaiChina
| | - Shihong Li
- Department of RadiologyHuadong Hospital, Fudan UniversityShanghaiChina
| | - Guangwu Lin
- Department of RadiologyHuadong Hospital, Fudan UniversityShanghaiChina
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Guo Y, Liu T, Chen H, Zhou L, Huang W, Zhang K, Wang X, Wang Y, Zhou JH, Chen F. Decreased brain interstitial fluid dynamics is associated with risk of Alzheimer's disease-related cognitive decline. Brain Res Bull 2025; 224:111295. [PMID: 40081504 DOI: 10.1016/j.brainresbull.2025.111295] [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: 10/28/2024] [Revised: 12/26/2024] [Accepted: 03/07/2025] [Indexed: 03/16/2025]
Abstract
BACKGROUND Diffusion-tensor image analysis along the perivascular space (ALPS) index that has the potential to reflect brain interstitial fluid (ISF) dynamics may predict the development of Alzheimer's Disease (AD). We aimed to study whether brain ISF dynamics indicated by the ALPS index relate to AD dementia diagnosis and AD-related changes. METHODS This study included a discovery cohort (n = 180) and a validation cohort (n = 127), which were composed of cognitively normal, subjective memory concern, mild cognitive impairment, and AD dementia subjects. All participants underwent brain magnetic resonance imaging examination and neuropsychological evaluation. The diffusivities and diffusion-tensor image analysis along the perivascular space (ALPS) were calculated. The support vector machine (SVM) model for AD dementia diagnosis was built in the discovery cohort and validated in the validation cohort. Linear mixed-effects models were used to evaluate the association between the ALPS and cognitive decline. Cox regression models were used to evaluate the association between the ALPS and the risk of AD dementia. RESULTS There was a lower median ALPS index in the AD dementia group compared to other groups (all P < 0.05) for both cohorts. The SVM model for AD dementia diagnosis produced an AUC of 0.802 in the discovery cohort (P < 0.001) and 0.783 in the external validation cohort (P < 0.001). Higher ALPS levels were associated with less cognitive decline (P < 0.001). Moreover, lower baseline ALPS had a greater risk of converting to AD dementia (P = 0.014). CONCLUSIONS The SVM model based on diffusivities and ALPS was effective for AD dementia diagnosis, and higher ALPS levels are associated with a lower risk of AD-related changes. These findings suggest that ALPS may provide a useful AD progression or treatment biomarker.
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Affiliation(s)
- Yihao Guo
- Department of Radiology, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China
| | - Tao Liu
- Department of Neurology, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China.
| | - Huijuan Chen
- Department of Radiology, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China
| | - Liangdong Zhou
- Department of Radiology, Brain Health Imaging Institute (BHII), Weill Cornell Medicine, New York, NY, USA
| | - Weiyuan Huang
- Department of Radiology, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China
| | - Kun Zhang
- Department of Neurology, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China
| | - Xiaoyi Wang
- Department of Radiology, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China
| | - Yi Wang
- Department of Biomedical Engineering, Cornell University, Ithaca, NY 14853, USA; Department of Radiology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Juan Helen Zhou
- Centre for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Feng Chen
- Department of Radiology, Hainan General Hospital (Hainan Affiliated Hospital of Hainan Medical University), Haikou, China.
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Cogswell PM, Burkett BJ, Johnson DR, Pillai JJ. Altered Clearance and Amyloid-Related Imaging Abnormalities. Neuroimaging Clin N Am 2025; 35:267-275. [PMID: 40210382 DOI: 10.1016/j.nic.2024.12.002] [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
Amyloid-related imaging abnormalities (ARIA) are parenchymal edema/effusion and hemorrhage that occur as side effects of immunotherapies targeting beta-amyloid for patients with Alzheimer's disease (AD). The mechanism of ARIA remains unclear but is thought to be due to loss of vascular integrity secondary to overwhelming perivascular clearance pathways, worsening of cerebral amyloid angiopathy (CAA), removal of amyloid from the vessel wall, and initiation of a local immune response. Further imaging and neuropathological studies may help further inform the mechanism of ARIA and its relationship to underlying AD and CAA pathology.
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Affiliation(s)
| | | | | | - Jay J Pillai
- Mayo Clinic, 200 First Street SW, Rochester, MN 55905, USA
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Levendovszky SR, Meyer B. Diffusion Tensor Imaging in Neurofluids. Neuroimaging Clin N Am 2025; 35:211-222. [PMID: 40210378 PMCID: PMC11986261 DOI: 10.1016/j.nic.2024.11.001] [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] [Indexed: 04/12/2025]
Abstract
In this review article, we describe the development and application of diffusion-based MR imaging methods for studying glymphatic physiology. Fluid exchange and solute transport are the 2 key components of the glymphatic system. Here we describe the use of low b-value imaging, free water fraction imaging, and diffusion time sensitization to leverage cerebral spinal fluid, as well as interstitial fluid motion in the parenchyma. We also describe multiple b-value diffusion imaging to better delineate diffusion components within the brain. Finally, we touch upon newer approaches that use advanced models of the diffusion signal, including high b-value imaging.
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Affiliation(s)
- Swati Rane Levendovszky
- Department of Radiology, University of Washington School of Medicine, 1959 Northeast Pacific Street, Box 357223, Seattle, WA 98195, USA.
| | - Briana Meyer
- Department of Radiology, University of Washington School of Medicine, 1959 Northeast Pacific Street, Box 357223, Seattle, WA 98195, USA
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Valdes-Hernandez PA, Montesino-Goicolea S, Laffitte Nodarse C, Johnson AJ, Fillingim RB, Cruz-Almeida Y. Widespread and prolonged pain may reduce brain clearance capacity only via sleep impairment: Evidence from participants with knee pain. THE JOURNAL OF PAIN 2025; 30:105356. [PMID: 40032053 DOI: 10.1016/j.jpain.2025.105356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Revised: 02/14/2025] [Accepted: 02/25/2025] [Indexed: 03/05/2025]
Abstract
The brain is key in the pain-sleep relationship, and sleep is needed for glymphatic clearance. However, no studies have examined how pain relates to the glymphatic system (GS). Characterizing the GS alongside sleep quality in well-characterized pain samples is essential for advancing this understanding. Non-invasive MRI techniques, such as Diffusion Tensor Imaging-Analysis aLong the Perivascular Space (DTI-ALPS), are particularly valuable as they are approved for humans. Although the relationship between the DTI-ALPS index and the GS is primarily deductive, the index may be a proxy for waste clearance capacity in deep white matter. Its sensitivity to interstitial space changes-known to be modulated by norepinephrine-offers a unique opportunity to investigate how sleep impairment and chronic pain regulation affect specific components of brain waste clearance. We thus fitted two longitudinal models linking pain, sleep quality and the DTI-ALPS index. We hypothesized that variations in pain characteristics would predict DTI-ALPS index changes, either directly or mediated by sleep quality changes. Alternatively, we hypothesized that variations in sleep quality would predict changes in pain characteristics via DTI-ALPS index modifications. Knee pain participants (n=87) completed an MRI and self-reported measures of pain and sleep impairment at baseline and two years later. We only found evidence supporting that more widespread and longer pain at baseline significantly influenced decreases in the DTI-ALPS index in the left hemisphere through increased sleep impairment two years later (p=0.039, corrected). PERSPECTIVE: Findings highlight the need for research on the relationship between pain and sleep quality and its implications for brain health.
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Affiliation(s)
- Pedro A Valdes-Hernandez
- Department of Community Dentistry and Behavioral Science, University of Florida, USA; Pain Research and Intervention Center of Excellence, University of Florida, USA; Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, USA
| | - Soamy Montesino-Goicolea
- Department of Community Dentistry and Behavioral Science, University of Florida, USA; Pain Research and Intervention Center of Excellence, University of Florida, USA; Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, USA
| | - Chavier Laffitte Nodarse
- Department of Community Dentistry and Behavioral Science, University of Florida, USA; Pain Research and Intervention Center of Excellence, University of Florida, USA; Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, USA
| | - Alisa J Johnson
- Department of Community Dentistry and Behavioral Science, University of Florida, USA; Pain Research and Intervention Center of Excellence, University of Florida, USA
| | - Roger B Fillingim
- Department of Community Dentistry and Behavioral Science, University of Florida, USA; Pain Research and Intervention Center of Excellence, University of Florida, USA
| | - Yenisel Cruz-Almeida
- Department of Community Dentistry and Behavioral Science, University of Florida, USA; Pain Research and Intervention Center of Excellence, University of Florida, USA; Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, USA; Department of Neuroscience, College of Medicine, University of Florida, USA.
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35
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Yang S, Jiang J, Wang L, Zhao M, Li W, Duan Y, Ren Q, Jiang T, Jiang S, Zhang H, Wang Y, Chen W, Xu J. Impact of enlarged perivascular spaces in the basal ganglia on gait in cerebral small vessel disease. Aging Clin Exp Res 2025; 37:138. [PMID: 40304928 PMCID: PMC12043758 DOI: 10.1007/s40520-025-03045-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2025] [Accepted: 04/17/2025] [Indexed: 05/02/2025]
Abstract
BACKGROUND Gait disturbance is a prevalent characteristic of cerebral small vessel disease (CSVD), yet the underlying mechanisms remain largely unclear. AIMES To test the hypothesis that enlarged perivascular spaces in the basal ganglia (BG-EPVS) are related to gait performance in individuals with CSVD and the elderly. METHODS This cross-sectional study included 138 CSVD patients and 62 healthy elderly controls who underwent quantitative gait analysis. Neuroimaging markers, including BG-EPVS, white matter hyperintensities (WMH), lacunes, and cerebral microbleeds (CMB), were assessed using MRI. Principal component analysis (PCA) was used to reduce the dimensionality of multiple gait indicators. Linear regression models were employed to examine the relationship between BG-EPVS and the principal component values of gait performance, with WMH as a potential mediator. RESULTS Compared to healthy controls, CSVD patients exhibited significantly prolonged stance and double-support phases, shortened swing phase, reduced gait speed, increased step width, and decreased stride length and step height (p < 0.05 for all comparisons). Higher BG-EPVS grades were independently associated with poorer gait performance in both CSVD patients (p = 0.012) and all subjects (p = 0.001), even after adjusting for other CSVD markers. WMH partially mediated the relationship between BG-EPVS and gait performance, accounting for 18.2% of the total effect in CSVD patients and 24.9% of the total effects in all subjects. CONCLUSION BG-EPVS is independently associated with gait disturbances in both CSVD patients and the elderly. These findings underscore the importance of early gait assessment in the aging population. Further longitudinal research is needed to confirm these associations.
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Affiliation(s)
- Shiyi Yang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Jiwei Jiang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Linlin Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Min Zhao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Wenyi Li
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Yunyun Duan
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Qiwei Ren
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Tianlin Jiang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Shirui Jiang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Huiying Zhang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Yilong Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Chinese Institute for Brain Research, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
- National Center for Neurological Diseases, Beijing, China
| | - Weiqi Chen
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China.
- China National Clinical Research Center for Neurological Diseases, Beijing, China.
| | - Jun Xu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China.
- China National Clinical Research Center for Neurological Diseases, Beijing, China.
- Department of Neurology, Beijing Tiantan Hospital, China National Clinical Research Center for Neurological Diseases, Capital Medical University, No.119 South 4th Ring West Road, Beijing, 100160, China.
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Kim M, Lee KH, Ko JS, Kim MS, Choi KS, Seo J, Kim M. Neurologic symptoms as a hallmark of glymphatic alteration in recovered patients with COVID-19. BMC Neurol 2025; 25:187. [PMID: 40295959 PMCID: PMC12036239 DOI: 10.1186/s12883-025-04198-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Accepted: 04/16/2025] [Indexed: 04/30/2025] Open
Abstract
BACKGROUND The glymphatic system is a glial-based perivascular network that facilitates the clearance of metabolic waste from the brain. Dysfunction of the glymphatic system, along with neurological symptoms such as cognitive deficits and olfactory dysfunction, has been reported in patients with coronavirus disease (COVID-19). However, the link between these neurological symptoms and alterations in the glymphatic system remains unclear. In this study, we aimed to evaluate magnetic resonance imaging (MRI)-based measures of the glymphatic system in patients recovered from COVID-19 with and without neurological symptoms. METHODS This study included 89 patients who recovered from respiratory infections, of whom 71 had confirmed COVID-19 (20 experienced anosmia and 41 had cognitive symptoms). Three MRI-based measures were quantified and compared: the dilated perivascular spaces (dPVS), free water (FW) fraction, and diffusion tensor image analysis along the perivascular spaces (DTI-ALPS). A partial correlation network was used to assess the relationships between COVID-19 infection, neurological symptoms, and glymphatic measures. RESULTS COVID-19 patients with anosmia had increased FW in the left orbitofrontal area compared to those without anosmia (mean difference: 0.01, p = 0.48), while patients with cognitive symptoms showed decreased left-sided DTI-ALPS (mean difference: 0.06, p = 0.40). Neurological symptoms mediate the relationship between COVID-19 and glymphatic system measures. CONCLUSIONS Our findings imply that neurological symptoms accompanied by COVID-19 are linked to distinct alterations in the glymphatic system, suggesting a potential association between neuroinvasion and neuroinflammatory processes related to COVID-19.
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Affiliation(s)
- Minhoe Kim
- Department of Electrical and Information Engineering, Seoul National University of Science and Technology, Seoul, Korea
| | - Kyung Hoon Lee
- Department of Radiology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, 29 Saemunan-ro, Jongno-gu, Seoul, 03181, Republic of Korea
| | - Ji Su Ko
- Department of Radiology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, 29 Saemunan-ro, Jongno-gu, Seoul, 03181, Republic of Korea
| | - Myung Sub Kim
- Department of Radiology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, 29 Saemunan-ro, Jongno-gu, Seoul, 03181, Republic of Korea
| | - Kyu Sung Choi
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Jiwon Seo
- Department of Radiology, Research Institute and Hospital of National Cancer Center, 323 Ilsan- ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, 10408, Republic of Korea.
| | - Minchul Kim
- Department of Radiology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, 29 Saemunan-ro, Jongno-gu, Seoul, 03181, Republic of Korea.
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Tian B, Jiang X, Luo X, Zhang W. Analysis of the glymphatic system function in high-grade glioma patients using diffusion tensor imaging along perivascular spaces. BMC Neurol 2025; 25:181. [PMID: 40281438 PMCID: PMC12023570 DOI: 10.1186/s12883-025-04166-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2025] [Accepted: 03/28/2025] [Indexed: 04/29/2025] Open
Abstract
OBJECTIVES This study seeks to determine if patients with high-grade glioma (HGG) demonstrate glymphatic system (GS) impairments using Diffusion Tensor Imaging Along Perivascular Spaces (DTI-ALPS). Additionally, it aims to examine the factors affecting GS performance and their implications for HGG prognosis. METHODS The study enrolled fifty HGG patients alongside fifty age- and sex-matched healthy individuals. Each participant underwent diffusion tensor imaging with a Philips 3.0T MRI scanner to assess and compute the ALPS index within perivascular spaces. Variables such as gender, grade, location, volume, peritumoral edema volume, mass-edema index (peritumoral edema volume/tumor volume) and ALPS index were recorded. The Student's t-test and rank sum test compared the ALPS indices between HGG patients and healthy controls to evaluate hemispheric differences. Linear and multivariate Cox regression analyses were utilized to discern factors influencing the ALPS index and to establish independent prognostic markers for HGG, respectively. RESULTS The ALPS indices in both hemispheres were significantly lower in HGG patients, with the ipsilateral hemisphere exhibiting further reduced levels than the contralateral (P < 0.001). In comparisons involving tumor and edema volumes, no significant variations were observed between the hemispheres within HGG patients harboring larger tumors (P = 0.079) or lesser edema volumes (P = 0.24). A decrease in postoperative ALPS indices compared to preoperative figures was noted (P < 0.001). Univariate linear regression indicated a negative relationship between the ipsilateral ALPS index and peritumoral edema volume (P = 0.0392). Kaplan-Meier analysis demonstrated shorter survival times in patients with lower ALPS indices. Moreover, multivariate Cox regression highlighted tumor grade (HR = 1.548, P = 0.023) and ipsilateral ALPS index (HR = 0.040, P = 0.003) as crucial prognostic indicators. CONCLUSION In patients with HGG, there is impaired GS function in both hemispheres of the brain. Additionally, the impaired GS function in the tumor-side hemisphere is associated with tumor-associated edema. Following surgery, further damage to GS function is observed in both hemispheres of the brain in HGG patients. Poor GS function in the tumor-side hemisphere is correlated with a worse prognosis in HGG patients.
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Affiliation(s)
- Bin Tian
- Department of Radiology, The Second People's Hospital of Hunan Province (Brain Hospital of Hunan Province), The School of Clinical Medicine, Hunan University of Chinese Medicine, Changsha, 410021, China
| | - Xili Jiang
- Department of Radiology, The Second People's Hospital of Hunan Province (Brain Hospital of Hunan Province), Changsha, 410021, China
| | - Xin Luo
- Department of Radiology, The Second People's Hospital of Hunan Province (Brain Hospital of Hunan Province), The School of Clinical Medicine, Hunan University of Chinese Medicine, Changsha, 410021, China
| | - Wei Zhang
- Department of Radiology, The Second People's Hospital of Hunan Province (Brain Hospital of Hunan Province), Changsha, 410021, China.
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Wang M, Jiang X, Nie B, Meng H, Song H, Liu Y, Liu J, Mu X. Association between movement impairments and glymphatic system dysfunction in spastic diplegic cerebral palsy using DTI-ALPS. Neuroradiology 2025:10.1007/s00234-025-03628-8. [PMID: 40278845 DOI: 10.1007/s00234-025-03628-8] [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: 01/01/2025] [Accepted: 04/15/2025] [Indexed: 04/26/2025]
Abstract
BACKGROUND The role of the glymphatic system in occult cerebral palsy (CP) remains unclear. In this study, glymphatic system function and its association with motor impairment in occult CP patients was investigated using diffusion tensor image analysis along the perivascular space (DTI-ALPS). METHODS This retrospective study used DTI to calculate the diffusivity values along the x-, y-, and z-axes in 27 occult CP patients and 27 matched controls. A correlation analysis the ALPS index, derived from perivascular, projection, and association fibres, and with the Gross Motor Function Classification (GMFSC) grade was performed. RESULTS We found significant differences in the ALPS index between occult CP patients and healthy controls (HCs). The ALPS index of the lateral hemisphere was lower in occult CP patients than in HCs (left: 1.51 ± 0.20 vs. 1.68 ± 0.24, p = 0.011; right: 1.51 ± 0.20 vs. 1.65 ± 0.24, p = 0.019). Correlation analysis revealed a negative correlation between the ALPS index in the lateral hemisphere and the GMFSC grade (left: r = -0.61, p = 0.004; right: r = -0.48, p = 0.015). CONCLUSION Our findings show that occult CP patients have reduced ALPS indices, suggesting glymphatic system dysfunction. Lower ALPS indices were associated with higher motor function grades, indicating a potential link between glymphatic system dysfunction and motor impairment in CP patients.
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Affiliation(s)
| | - Xiaochen Jiang
- Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Binbin Nie
- Chinese Academy of Sciences, Beijing, China
| | - Han Meng
- Jinzhou Medical University, Jinzhou, China
| | - Hao Song
- Beijing Garrison District Haidian Ninth Retired Cadre Rest House, Beijing, China
| | - Ying Liu
- Tianjin Medical University General Hospital, Tianjin, China
| | - Jiqiang Liu
- The Third Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
| | - Xuetao Mu
- The Third Medical Center of Chinese PLA General Hospital, Beijing, China.
- Jinzhou Medical University, Jinzhou, China.
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Roura I, Pardo J, Martín-Barceló C, Falcon C, Oltra J, Campabadal A, Bargalló N, Serradell M, Mayà G, Montini A, Pont-Sunyer C, Gaig C, Buongiorno M, Junqué C, Iranzo A, Segura B. Clinical and brain volumetric correlates of decreased DTI-ALPS, suggestive of local glymphatic dysfunction, in iRBD. NPJ Parkinsons Dis 2025; 11:87. [PMID: 40268930 PMCID: PMC12018923 DOI: 10.1038/s41531-025-00942-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Accepted: 04/10/2025] [Indexed: 04/25/2025] Open
Abstract
Glymphatic alterations may underlie neurodegeneration in alpha-synucleinopathies. Reduced Diffusion-Tensor Imaging ALong the Perivascular Space (DTI-ALPS), a proxy of perivascular glymphatic activity, has been scarcely studied in isolated REM sleep behaviour disorder (iRBD), a prodromal synucleinopathy stage. Furthermore, its associations with clinical symptoms and brain structural abnormalities remain unexplored. We assessed the DTI-ALPS in sixty-two patients with iRBD and twenty-three healthy controls (HC), exploring its associations with clinical symptoms, cortical thickness and brain volumetric data. iRBD patients exhibited a lower DTI-ALPS and poorer odor identification, semantic fluency and processing speed relative to HC. The DTI-ALPS positively correlated with cognitive performance, olfactory function and amygdalar, hippocampal, brainstem and diencephalic volumes, and negatively with age in iRBD. Perivascular glymphatic activity is compromised in iRBD and is associated with brain atrophy and clinical risk factors of progression to alpha-synucleinopathies, supporting the potential of the DTI-ALPS index as an early imaging neurodegeneration marker.
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Affiliation(s)
- Ignacio Roura
- Medical Psychology Unit, Department of Medicine, Institute of Neurosciences, University of Barcelona, Barcelona, Catalonia, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain
| | - Jèssica Pardo
- Medical Psychology Unit, Department of Medicine, Institute of Neurosciences, University of Barcelona, Barcelona, Catalonia, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain
| | - Cristina Martín-Barceló
- Medical Psychology Unit, Department of Medicine, Institute of Neurosciences, University of Barcelona, Barcelona, Catalonia, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain
| | - Carles Falcon
- Medical Psychology Unit, Department of Medicine, Institute of Neurosciences, University of Barcelona, Barcelona, Catalonia, Spain
- Biomedical Imaging Group, Centro de Investigación Biomédica en Red sobre Bioingeniería, Biomateriales y Nanomedicina, Barcelona, Catalonia, Spain
| | - Javier Oltra
- Medical Psychology Unit, Department of Medicine, Institute of Neurosciences, University of Barcelona, Barcelona, Catalonia, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain
- Aging Research Center, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Anna Campabadal
- Medical Psychology Unit, Department of Medicine, Institute of Neurosciences, University of Barcelona, Barcelona, Catalonia, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain
- Neurology Service, Consorci Corporació Sanitària Parc Taulí de Sabadell, Barcelona, Catalonia, Spain
| | - Nuria Bargalló
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain
- Imaging Diagnostic Center (CDI), Hospital Clínic Universitari de Barcelona, Barcelona, Catalonia, Spain
| | - Mònica Serradell
- Sleep Unit, Neurology Service, Hospital Clínic Universitari de Barcelona, University of Barcelona, Barcelona, Catalonia, Spain
| | - Gerard Mayà
- Sleep Unit, Neurology Service, Hospital Clínic Universitari de Barcelona, University of Barcelona, Barcelona, Catalonia, Spain
| | - Angelica Montini
- Sleep Unit, Neurology Service, Hospital Clínic Universitari de Barcelona, University of Barcelona, Barcelona, Catalonia, Spain
| | - Claustre Pont-Sunyer
- Movement Disorders Unit, Neurology Service, Fundació Privada Hospital Asil de, Granollers, Barcelona, Catalonia, Spain
| | - Carles Gaig
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain
- Sleep Unit, Neurology Service, Hospital Clínic Universitari de Barcelona, University of Barcelona, Barcelona, Catalonia, Spain
| | | | - Carme Junqué
- Medical Psychology Unit, Department of Medicine, Institute of Neurosciences, University of Barcelona, Barcelona, Catalonia, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas, Barcelona, Catalonia, Spain
| | - Alex Iranzo
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain.
- Sleep Unit, Neurology Service, Hospital Clínic Universitari de Barcelona, University of Barcelona, Barcelona, Catalonia, Spain.
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas, Barcelona, Catalonia, Spain.
| | - Bàrbara Segura
- Medical Psychology Unit, Department of Medicine, Institute of Neurosciences, University of Barcelona, Barcelona, Catalonia, Spain.
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain.
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas, Barcelona, Catalonia, Spain.
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Zhao L, Liu L, Lin M, Xie L, Hong H, Zeng Q, Wang S, Zhang R, Zhao Z, Huang P. Relationship between cerebrospinal fluid circulation markers, brain degeneration, and cognitive impairment in cerebral amyloid angiopathy. Front Aging Neurosci 2025; 17:1549072. [PMID: 40330595 PMCID: PMC12053238 DOI: 10.3389/fnagi.2025.1549072] [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: 12/20/2024] [Accepted: 04/03/2025] [Indexed: 05/08/2025] Open
Abstract
Objectives To investigate whether cerebrospinal fluid (CSF) circulation markers alter in patients with probable cerebral amyloid angiopathy (pCAA) and whether they are associated with brain degeneration and cognitive impairment. Methods We screened pCAA patients from the ADNI3 database according to the Boston 2.0 Criteria. Fifty-two patients with cognitive impairment (26 pCAA; 26 age-sex-matched non-pCAA) and 26 age-sex-matched cognitively normal control (NC) were included in this study. All participants underwent neurological MRI and cognitive assessments. Choroid plexus (ChP) was segmented using a deep learning-based method and its volume was extracted. Diffusion tensor imaging analysis along the perivascular space (DTI-ALPS) was used to assess perivenous fluid mobility. AD pathological markers (Aβ and tau) were assessed using positron emission tomography. Brain parenchymal damage markers included white matter hyperintensities (WMH) volume and brain atrophy ratio. All markers were compared among the three groups. Correlations among the ChP volume, DTI-ALPS index, parenchymal damage markers, and cognitive scales were analyzed in the pCAA group. Results The three groups exhibited significant differences in cognitive scores, AD biomarkers, and imaging markers. Post hoc analyses showed that patients with pCAA had significantly higher WMH volume, higher Aβ and tau deposition, and lower DTI-ALPS compared to NC. However, no difference in ChPs volume was found among the groups. Controlling for age, sex, and vascular risk factors, partial correlation analyses showed a significant negative correlation between the DTI-ALPS and WMH volume fraction (r = -0.606, p = 0.002). ChP volume was significantly associated with the Montreal cognitive assessment score (r = -0.492, p = 0.028). Conclusion CSF circulation markers were associated with elevated WMH burden and cognitive impairments in probable CAA.
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Affiliation(s)
- Li Zhao
- Department of Radiology, Shaoxing People’s Hospital, Shaoxing, China
| | - Lingyun Liu
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Miao Lin
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Linyun Xie
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Hui Hong
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qingze Zeng
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Shuyue Wang
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Ruiting Zhang
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhenhua Zhao
- Department of Radiology, Shaoxing People’s Hospital, Shaoxing, China
- Department of Radiology, Shaoxing Maternity and Child Health Care Hospital, Shaoxing, Zhejiang, China
| | - Peiyu Huang
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Ma X, Liu Y, Xie M, Li C, Li X, Shang D, Chen M, Chen H, Su W. Parkinson's disease with possible REM sleep behavior disorder correlated with more severe glymphatic system dysfunction. NPJ Parkinsons Dis 2025; 11:82. [PMID: 40258824 PMCID: PMC12012195 DOI: 10.1038/s41531-025-00962-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2024] [Accepted: 04/08/2025] [Indexed: 04/23/2025] Open
Abstract
This study aimed to evaluate the glymphatic system activity in Parkinson's disease (PD) with and without rapid eye movement sleep behavior disorder (RBD) using the diffusion tensor image analysis along the perivascular space (DTI-ALPS) methods. Overall, 91 patients with PD and 33 healthy controls were recruited. PD patients were divided into PD-RBD (n = 55) and PD-nRBD (n = 36) groups according to RBD scales. The ALPS-index and enlarged perivascular spaces (EPVS) scores were calculated. PD-RBD group exhibited lower ALPS-index than PD-nRBD and controls after controlling for the effect of age (p = 0.018 and p = 0.001). PD-RBD group showed higher UPDRS part I and HAMD score than those in PD-nRBD group. RBD symptom was independently correlated with ALPS-index in PD (β = -0.259, p = 0.014). In conclusion, PD with possible RBD correlated with more severe glymphatic system dysfunction and non-motor symptoms than those in PD without RBD.
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Affiliation(s)
- Xinxin Ma
- Department of Neurology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Yueying Liu
- Department of Neurology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Miaoxian Xie
- Department of Neurology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Chunmei Li
- Department of Radiology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Xinyang Li
- Department of Radiology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Dandan Shang
- Department of Radiology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Min Chen
- Department of Radiology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Haibo Chen
- Department of Neurology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
| | - Wen Su
- Department of Neurology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
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Peng T, Lin Y, Xu X, Li J, Liu M, Zhang C, Liao X, Ji X, Xiong Z, Gu Z, Cai X, Tao T, Zhang Y, Zhu L, Zhuang D, Huang X, Xiong M, Zhang P, Liu J, Cheng G. Assessing neonatal brain glymphatic system development using diffusion tensor imaging along the perivascular space and choroid plexus volume. BMC Med Imaging 2025; 25:126. [PMID: 40247273 PMCID: PMC12007372 DOI: 10.1186/s12880-025-01673-6] [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: 11/24/2024] [Accepted: 04/11/2025] [Indexed: 04/19/2025] Open
Abstract
PURPOSE Neonatal brain development constitutes a critical period of structural and functional maturation underpinning sensory, motor, and cognitive capacities. The glymphatic system-a cerebral waste clearance network-remains poorly understood in neonates. We investigated non-invasive magnetic resonance imaging (MRI) biomarkers of glymphatic system and their developmental correlates in neonates. METHODS In 117 neonates undergoing high-resolution T1-weighted and diffusion MRI, we quantified two glymphatic metrics: (1) diffusion tensor imaging along the perivascular space (DTI-ALPS) index, reflecting perivascular fluid dynamics; (2) choroid plexus (CP) volume, a cerebrospinal fluid (CSF) production marker. Associations with postmenstrual age (PMA) at MRI scan, gestational age (GA), birth weight (BW), and sex were analyzed using covariate-adjusted models. RESULTS Preterm neonates displayed significantly reduced DTI-ALPS indices versus term neonates (total index: 1.01 vs. 1.05, P = 0.002), with reductions persisting after adjustment (P < 0.05). CP volumes showed right-dominant pre-adjustment differences (preterm: 0.33 vs. term: 0.39, P = 0.039) that attenuated post-adjustment (P = 0.348). DTI-ALPS indices demonstrated transient correlations with PMA/GA/BW in unadjusted analyses (P < 0.05), whereas CP volumes maintained robust PMA associations post-adjustment in all neonates (P = 0.037) and term subgroup (P = 0.013). No significant effects of sex on both metrics were observed. CONCLUSION Our findings reveal prematurity-associated delays in glymphatic maturation, rather than biological sex. The persistent PMA-CP volume relationship suggests developmental regulation of CSF production, while attenuated DTI-ALPS correlations highlight covariate-mediated effects. These glymphatic metrics show potential for monitoring neurodevelopmental trajectories, though longitudinal validation is required to establish their clinical utility in neonatal care. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Ting Peng
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
- Fujian Key Laboratory of Neonatal Diseases, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China
| | - Ying Lin
- Fujian Key Laboratory of Neonatal Diseases, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China
| | - Xin Xu
- Department of Neonatology, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China
| | - Jiaqi Li
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
| | - Miaoshuang Liu
- Department of Neonatology, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China
| | - Chaowei Zhang
- Department of Neonatology, People's Hospital of Longhua, Shenzhen, 518000, China
| | - Xiaohui Liao
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
| | - Xiaoshan Ji
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
| | - Zhongmeng Xiong
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
| | - Zhuoyang Gu
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, 201102, China
| | - Xinyi Cai
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, 201102, China
| | - Tianli Tao
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, 201102, China
| | - Yajuan Zhang
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, 201102, China
| | - Lixuan Zhu
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, 201102, China
| | - Deyi Zhuang
- Fujian Key Laboratory of Neonatal Diseases, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China
| | - Xianghui Huang
- Fujian Key Laboratory of Neonatal Diseases, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China
| | - Man Xiong
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, 200032, China
| | - Peng Zhang
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China.
| | - Jungang Liu
- Department of Radiology, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China.
| | - Guoqiang Cheng
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China.
- Fujian Key Laboratory of Neonatal Diseases, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China.
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Fujita S, Hagiwara A, Kamagata K, Aoki S. Clinical Neuroimaging Over the Last Decade: Achievements and What Lies Ahead. Invest Radiol 2025:00004424-990000000-00324. [PMID: 40239043 DOI: 10.1097/rli.0000000000001192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/18/2025]
Abstract
ABSTRACT The past decade has witnessed notable advancements in clinical neuroimaging facilitated by technological innovations and significant scientific discoveries. In conjunction with Investigative Radiology's 60th anniversary, this review examines key contributions from the past 10 years, emphasizing the journal's most accessed articles and their impact on clinical practice and research. Advances in imaging technologies, including photon-counting computed tomography, and innovations in low-field and high-field magnetic resonance imaging systems have expanded diagnostic capabilities. Progress in the development and translation of contrast media and rapid quantitative imaging techniques has further improved diagnostic accuracy. Additionally, the integration of advanced data analysis methods, particularly deep learning and medical informatics, has improved image interpretation and operational efficiency. Beyond technological developments, this review highlights basic neuroscience findings, such as the discovery and characterization of the glymphatic system. These insights have provided a deeper understanding of central nervous system physiology and pathology, bridging the gap between research and clinical applications. This review integrates these advancements to provide an overview of the progress and ongoing challenges in clinical neuroimaging, offering insights into its current state and potential future directions within the broader field of radiology.
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Affiliation(s)
- Shohei Fujita
- From the Department of Radiology, Juntendo University, Tokyo, Japan (S.F., A.H., K.K., S.A.); Department of Radiology, The University of Tokyo, Tokyo, Japan (S.F.); Department of Radiology, The University of Tokyo, Tokyo, Japan (A.H.); Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA (S.F.); and Department of Radiology, Harvard Medical School, Boston, MA (S.F.)
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Shen Y, Zhang L, Ding G, Boyd E, Kaur J, Li Q, Haacke EM, Hu J, Jiang Q. Vascular Contribution to Cerebral Waste Clearance Affected by Aging or Diabetes. Diagnostics (Basel) 2025; 15:1019. [PMID: 40310437 PMCID: PMC12026099 DOI: 10.3390/diagnostics15081019] [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: 01/21/2025] [Revised: 04/05/2025] [Accepted: 04/15/2025] [Indexed: 05/02/2025] Open
Abstract
Background: The brain's vascular system has recently been shown to provide an important efflux pathway for cerebral waste clearance (CWC). However, little is known about the influence of aging or diabetes on the CWC. The aim of the current study is to investigate the vasculature contribution to CWC under aging and diabetic conditions. Methods: Male Wistar rats under aging and diabetic conditions were evaluated using dynamic intra-cisterna superparamagnetic iron oxide-enhanced susceptibility-weighted imaging (SPIO-SWI). Theoretical analysis of the expected signal intensity using SPIO-SWI was compared with the corresponding dynamic in vivo images. Quantitative susceptibility mapping (QSM) was used to evaluate the iron-based tracer concentration in the venous system. Results: Our data demonstrated that the theoretical analysis predicted the dynamic changes in the signal intensity after SPIO infusion. The distinct hyperintense signals due to the lower concentration of the SPIO over time in cerebrospinal fluid (CSF) and meningeal lymphatic (ML) vessels likely represented the CWC through various efflux pathways, including cerebral vascular and ML vessels. The QSM analysis further revealed reduced CWC from the vasculature in both the aged and diabetic groups compared to the younger group. Conclusions: Our results demonstrated that SPIO-SWI can quantitatively evaluate the CWC efflux contributions from cerebral vascular vessels under aging or diabetic conditions.
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Affiliation(s)
- Yimin Shen
- Department of Radiology, Wayne State University, Detroit, MI 48202, USA; (Y.S.); (E.M.H.); (J.H.)
| | - Li Zhang
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202, USA; (L.Z.); (G.D.); (E.B.); (J.K.); (Q.L.)
- Department of Neurology, Michigan State University, East Lansing, MI 48824, USA
| | - Guangliang Ding
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202, USA; (L.Z.); (G.D.); (E.B.); (J.K.); (Q.L.)
- Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
| | - Edward Boyd
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202, USA; (L.Z.); (G.D.); (E.B.); (J.K.); (Q.L.)
- Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
| | - Jasleen Kaur
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202, USA; (L.Z.); (G.D.); (E.B.); (J.K.); (Q.L.)
| | - Qingjiang Li
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202, USA; (L.Z.); (G.D.); (E.B.); (J.K.); (Q.L.)
| | - E. Mark Haacke
- Department of Radiology, Wayne State University, Detroit, MI 48202, USA; (Y.S.); (E.M.H.); (J.H.)
- Department of Neurology, Wayne State University, Detroit, MI 48202, USA
| | - Jiani Hu
- Department of Radiology, Wayne State University, Detroit, MI 48202, USA; (Y.S.); (E.M.H.); (J.H.)
| | - Quan Jiang
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202, USA; (L.Z.); (G.D.); (E.B.); (J.K.); (Q.L.)
- Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
- Department of Neurology, Wayne State University, Detroit, MI 48202, USA
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Ma C, Liu A, Liu J, Wang X, Cong F, Li Y, Liu J. A window into the brain: multimodal MRI assessment of vascular cognitive impairment. Front Neurosci 2025; 19:1526897. [PMID: 40309660 PMCID: PMC12040843 DOI: 10.3389/fnins.2025.1526897] [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: 11/12/2024] [Accepted: 02/25/2025] [Indexed: 05/02/2025] Open
Abstract
Vascular cognitive impairment (VCI) encompasses a diverse range of syndromes, including mild cognitive impairment and vascular dementia (VaD), primarily attributed to cerebrovascular lesions and vascular risk factors. Its prevalence ranks second only to Alzheimer's disease (AD) in neuro diseases. The advancement of medical imaging technology, particularly magnetic resonance imaging (MRI), has enabled the early detection of structural, functional, metabolic, and cerebral connectivity alterations in individuals with VCI. This paper examines the utility of multimodal MRI in evaluating structural changes in the cerebral cortex, integrity of white matter fiber tracts, alterations in the blood-brain barrier (BBB) and glymphatic system (GS) activity, alteration of neurovascular coupling function, assessment of brain connectivity, and assessment of metabolic changes in patients with VCI.
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Affiliation(s)
- Changjun Ma
- School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, China
- Stem Cell Clinical Research Center, National Joint Engineering Laboratory, Regenerative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- Dalian Innovation Institute of Stem Cell and Precision Medicine, Dalian, China
| | - Ailian Liu
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Jiahui Liu
- Stem Cell Clinical Research Center, National Joint Engineering Laboratory, Regenerative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- Dalian Innovation Institute of Stem Cell and Precision Medicine, Dalian, China
| | - Xiulin Wang
- Stem Cell Clinical Research Center, National Joint Engineering Laboratory, Regenerative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- Dalian Innovation Institute of Stem Cell and Precision Medicine, Dalian, China
| | - Fengyu Cong
- School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, China
- Faculty of Information Technology, University of Jyväskylä, Jyväskylä, Finland
| | - Ying Li
- Stem Cell Clinical Research Center, National Joint Engineering Laboratory, Regenerative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- Dalian Innovation Institute of Stem Cell and Precision Medicine, Dalian, China
| | - Jing Liu
- Stem Cell Clinical Research Center, National Joint Engineering Laboratory, Regenerative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- Dalian Innovation Institute of Stem Cell and Precision Medicine, Dalian, China
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Xu X, Su X, Xu L, Chen X, Li D, Liu J, Dai K, Liu J, Jiang Y, Peng F. Impaired glymphatic function in autoimmune glial fibrillary acidic protein astrocytopathy: a prospective analysis. Mult Scler Relat Disord 2025; 99:106447. [PMID: 40267745 DOI: 10.1016/j.msard.2025.106447] [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: 01/28/2025] [Revised: 04/11/2025] [Accepted: 04/13/2025] [Indexed: 04/25/2025]
Abstract
BACKGROUND To evaluate the glymphatic dysfunction and its association with disease severity in autoimmune glial fibrillary acidic protein astrocytopathy (A-GFAP-A) patients, and to determine its clinical predictors. METHODS A total of 20 A-GFAP-A patients and 20 healthy controls (HC) were included. All participants underwent magnetic resonance imaging, and glymphatic function was assessed using the diffusion tensor imaging along the perivascular space (DTI-ALPS) index. Modified Rankin Scale (mRS) scores were recorded at baseline and 4 weeks post-immunotherapy. Multiple linear regression analysis was conducted to identify independent predictors of short-term prognosis. RESULTS The baseline DTI-ALPS index was significantly lower in A-GFAP-A patients compared to HC (mean ± SD: 1.50 ± 0.06 vs. 1.62 ± 0.04 [CI -0.16, -0.08], p = 0.003), after adjusting for confounding factors. Four weeks after immunotherapy, the DTI-ALPS index significantly increased (mean ± SD: 1.52 ± 0.14 vs. 1.59 ± 0.17 [CI 0.01, 0.14], p = 0.037). A significant negative correlation was observed between the residuals of the baseline DTI-ALPS index and the baseline mRS scores (r = -0.50 [CI -0.77, -0.07], p = 0.025). The baseline DTI-ALPS index was identified as an independent predictor of short-term prognosis (coefficient = -3.43 [CI -6.68, -0.04], p = 0.048). CONCLUSIONS This study indicates that A-GFAP-A patients exhibit significant glymphatic dysfunction, as detected by the DTI-ALPS index, which is related to the severity of the disease. The DTI-ALPS index may serve as a biomarker for monitoring disease progression and as a predictor of short-term prognosis in A-GFAP-A patients.
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Affiliation(s)
- Xiaofeng Xu
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong 510630, China
| | - Xiaohong Su
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong 510630, China
| | - Li Xu
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong 510630, China
| | - Xiaodong Chen
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong 510630, China; Department of Infectious Diseases, The Fifth People's Hospital of Ganzhou, Ganzhou, Jiangxi, China
| | - Dongcheng Li
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong 510630, China
| | - Junyu Liu
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong 510630, China
| | - Kai Dai
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong 510630, China
| | - Jia Liu
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong 510630, China.
| | - Ying Jiang
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong 510630, China.
| | - Fuhua Peng
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong 510630, China.
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Marecek S, Rottova V, Nepozitek J, Krajca T, Krupicka R, Keller J, Zogala D, Trnka J, Sonka K, Ruzicka E, Dusek P. Exploring glymphatic system alterations in iRBD and Parkinson's disease using automated DTI-ALPS analysis. NPJ Parkinsons Dis 2025; 11:76. [PMID: 40234457 PMCID: PMC12000549 DOI: 10.1038/s41531-025-00921-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Accepted: 03/19/2025] [Indexed: 04/17/2025] Open
Abstract
Diffusion tensor image analysis along the perivascular space (DTI-ALPS) is a potential non-invasive marker of glymphatic function that typically relies on manual region of interest (ROI) placement. This study compared ALPS indices in treatment-naïve, de novo diagnosed patients with Parkinson's disease (PD), patients with isolated REM behavior disorder (iRBD), and healthy controls using both manual and automatic approaches to the ROI selection used in ALPS-index calculation. ALPS indices were analyzed bilaterally and correlated with clinical severity (MDS-UPDRS) and nigrostriatal denervation (DAT-SPECT). ANCOVA revealed significant inter-group differences using both manual (p = 0.018) and automatic (p = 0.002) ROI selection methods. The automatic ROI selection approach showed significantly lower ALPS indices in PD compared to controls (p = 0.001) and iRBD (p = 0.009). ALPS indices correlated with symptom severity and nigrostriatal denervation. These findings underscore the reliability of the automatic ROI placement approach for ALPS index calculation and may indicate early glymphatic alterations in Parkinson's disease.
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Affiliation(s)
- S Marecek
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic.
| | - V Rottova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - J Nepozitek
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - T Krajca
- Czech Technical University in Prague, Faculty of Biomedical Engineering, Kladno, Czech Republic
| | - R Krupicka
- Czech Technical University in Prague, Faculty of Biomedical Engineering, Kladno, Czech Republic
| | - J Keller
- Department of Radiodiagnostics, Na Homolce Hospital, Prague, Czech Republic
| | - D Zogala
- Institute of Nuclear Medicine, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - J Trnka
- Institute of Nuclear Medicine, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - K Sonka
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - E Ruzicka
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - P Dusek
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
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Xu D, Yang L, Jiang B, Yu X. Glymphatic dysfunction in moyamoya disease: The influence of arterial stenosis and ventricular enlargement. Neuroimage 2025; 310:121143. [PMID: 40089223 DOI: 10.1016/j.neuroimage.2025.121143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2024] [Revised: 03/12/2025] [Accepted: 03/13/2025] [Indexed: 03/17/2025] Open
Abstract
The glymphatic system is a vascular-dependent network, involving cerebrospinal fluid circulation, that facilitates waste clearance from the brain. Although glymphatic dysfunction has been implicated in various neurologic diseases, its influencing factors are still not fully understood. We aimed to evaluate glymphatic clearance in moyamoya disease (MMD) and explore its associations with arterial stenosis and ventricular size. Patients with MMD and healthy controls were prospectively recruited to undergo multi-modal MRI scans. Patients were divided into three subgroups based on initial symptoms: hemorrhagic, ischemic, and other. We used diffusion tensor image analysis along the perivascular space (DTI-ALPS) index, magnetic resonance angiography, 3D T1-weighted images to evaluate glymphatic clearance, arterial stenosis and ventricular size. The relationships between arterial stenosis, ventricular size, and ALPS index were analyzed using multivariable linear regression analyses. Compared to controls (n = 39), patients (n = 55) exhibited reduced ALPS index (p < 0.001) and increased volumes of the lateral ventricles (p < 0.001), third ventricle (p < 0.001) and fourth ventricle (p = 0.013). In MMD, arterial stenosis (standardized β=-0.283, p = 0.013), lateral ventricular volume (standardized β=-0.504, p < 0.001), and their interaction (standardized β=-0.606, p < 0.001) were all significantly associated with the ALPS index in multivariable analysis. Among the three subgroups, hemorrhagic subgroup had the lowest ALPS index (p = 0.085) and the largest lateral ventricular volume (p = 0.013). Our findings demonstrated that enlarged lateral ventricles were associated with decreased ALPS index, both alone and synergistically with arterial stenosis, and the reduced ALPS index and ventricular enlargement would be exacerbated in hemorrhagic MMD. This evidence provides new insights into the mechanisms underlying glymphatic impairment in MMD.
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Affiliation(s)
- Duo Xu
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, PR China
| | - Linglin Yang
- Department of Psychiatry, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, PR China
| | - Biao Jiang
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, PR China
| | - Xinfeng Yu
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, PR China.
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Bao C, Luo H, Wang J, Liu X, Li Y, Yang J, Chen C, Yang R, Ba W, Lian X, Dunk M, Liu J, Xu W. Poor glymphatic function is associated with mild cognitive impairment and its progression to Alzheimer's disease: A DTI-ALPS study. J Prev Alzheimers Dis 2025:100156. [PMID: 40221240 DOI: 10.1016/j.tjpad.2025.100156] [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: 12/03/2024] [Revised: 03/13/2025] [Accepted: 03/25/2025] [Indexed: 04/14/2025]
Abstract
BACKGROUND We aimed to explore the association between ALPS index and both risks of MCI from cognitively normal (CN) and incident AD progressed from MCI, as well as potential mediating factors. METHODS This study included 519 adults including 253 (48.75 %) CN and 266 (51.25 %) MCI participants from Alzheimer's Disease Neuroimaging Initiative. Glymphatic function (assessed by along the perivascular space [ALPS] index) was measured by diffusion tensor image at baseline. Neurobiomarkers (Aβ and tau from CSF, plasma and PET) and cognitive functions were served as mediators. Data were analyzed using Cox and Laplace regression and mediation analysis. RESULTS During follow-up (median 3.6 years, interquartile range [IQR]: 2.0-4.9 years), 30 (11.86 %) participants developed MCI in the CN cohort and 73 (27.4 %) participants progressed to AD in the MCI cohort. The hazard ratios (95 % confidence intervals [CIs]) of the higher ALPS index was 0.605 (0.386-0.948) for MCI and 0.501 (0.356-0.706) for AD. In addition, participants with high ALPS index had 3.837 and 3.466 years prolonged onset of MCI and AD, separately. Aβ in choroid plexus (17.1 %), tau in cortex [Inferiortemporal (21.1 %), Middletemporal (AV1451:17.0 %, FTP:15.5 %), Superiortemporal(7.7 %), Meta_temporal (AV1451:17.5 %, FTP:16.6 %)], and executive function (14.1 %) mediated the association between ALPS and MCI-AD progression. CONCLUSION High ALPS index decreases MCI risk and delays MCI progression to AD by approximately 3.5 years. Aβ in choroid plexus, tau in cortex, and executive function may partially mediate the MCI-AD progression in relation to ALPS index.
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Affiliation(s)
- Cuiping Bao
- Department of Radiology, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin 300121, China
| | - Hongbin Luo
- Tianjin Jinnan District Center for Disease Control and Prevention, 28 Highway Road, Jinnan District, Tianjin 300350, China
| | - Jiao Wang
- Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China; National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China; Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Skockholm, Sweden
| | - Xuehuan Liu
- Department of Radiology, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin 300121, China
| | - Yiming Li
- Department of Radiology, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin 300121, China
| | - Jun Yang
- Department of Radiology, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin 300121, China
| | - Chong Chen
- Department of Clinical Laboratory, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin 300121, China
| | - Rongrong Yang
- Public Health Science and Engineering College, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Weili Ba
- Department of Radiology, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin 300121, China
| | - Xinying Lian
- Tianjin Fourth Central Hospital, The Affiliated Hospital of Tianjin Medical University, Zhongshan Rord 1st Tianjin 300140, China
| | - Michelle Dunk
- Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Skockholm, Sweden
| | - Jun Liu
- Tianjin Fourth Central Hospital, The Affiliated Hospital of Tianjin Medical University, Zhongshan Rord 1st Tianjin 300140, China; Tianjin Fourth Central Hospital, Tianjin University, Zhongshan Rord 1st, Tianjin 300140, China; The Institute of Translational Medicine, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China.
| | - Weili Xu
- Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Skockholm, Sweden
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50
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Yin JH, Cao LX, Liu YO, Huang Y. Diffusion along Perivascular Spaces as a Marker for Glymphatic System Impairment in Huntington's Disease. Mov Disord 2025. [PMID: 40202345 DOI: 10.1002/mds.30194] [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: 05/13/2024] [Revised: 03/21/2025] [Accepted: 03/24/2025] [Indexed: 04/10/2025] Open
Abstract
BACKGROUND The aim was to investigate if glymphatic function is impaired in patients with Huntington's disease (HD) and its clinical relevance. METHODS Forty-nine subjects carrying mutant Huntingtin (mHTT), comprising 35 manifest (mHD) and 14 pre-manifest (PreHD), and 35 healthy controls (HC) were recruited in this study. The diffusion along perivascular spaces (ALPS) index and the percentage of perivascular space in the basal ganglia (pPVS_BG) were obtained in different groups. The discrimination effects of ALPS index were detected using receiver operating characteristic (ROC) analysis, and the correlations of ALPS index with clinical features of HD were further analyzed. RESULTS ALPS index was decreased in mHTT carriers compared to HCs, and it was lower in mHD compared to PreHD patients. ROC analysis showed that the ALPS index could discriminate mHTT from HC (AUC [area under the curve] = 0.903), mHD from PreHD (AUC = 0.886), and PreHD from controls (AUC = 0.755). Lower ALPS index correlated with greater disease burden, severity of the disease, lager pPVS_BG, and lower brain volume and thickness of cortices. Regression analysis showed that ALPS index could predict the performance of motor and cognitive functions. Mediation analysis revealed that ALPS partially mediated the effects of CAG repeat and age on the cognitive decline in HD. CONCLUSIONS This study demonstrated that the impairment of the glymphatic system, especially in the paraventricular white matter and BG, was correlated with the clinical manifestations, disease burden, and brain structural changes in mHTT carriers. © 2025 The Author(s). Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Jin-Hui Yin
- Human Brain and Tissue Bank, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Ling-Xiao Cao
- Human Brain and Tissue Bank, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Ya-Ou Liu
- Human Brain and Tissue Bank, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yue Huang
- Human Brain and Tissue Bank, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Centre for Healthy Brain Aging (CHeBA), Discipline of Psychiatry and Mental Health, School of Clinical Medicine, Faculty of Medicine and Health, UNSW Sydney, Sydney, Australia
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