Perivascular diffusion and white matter free water improve identification of cognitive impairment in cerebral small vessel disease.
Overview
- Department of Radiology, Punan Branch of Renji Hospital, Shanghai Jiaotong University School of Medicine (Punan Hospital in Pudong New District, Shanghai), Shanghai, China
- Shanghai Key Laboratory of Magnetic Resonance, School of Physics, Institute of Magnetic Resonance and Molecular Imaging in Medicine, East China Normal University, Shanghai, China
- School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, United States
- Department of Neurology, Punan Branch of Renji Hospital, Shanghai Jiaotong University School of Medicine (Punan Hospital in Pudong New District, Shanghai), Shanghai, China
- Department of Nuclear Medicine, The First Affiliated Hospital of Soochow University, Suzhou, China
Abstract
Inroduction: Cerebral small vessel disease contributes substantially to cognitive decline in older adults, but conventional structural magnetic resonance imaging markers mainly reflect accumulated lesion burden and do not directly characterize diffusion-derived alterations in brain fluid homeostasis. We investigated whether combining diffusion imaging along the perivascular space and white matter free-water imaging improves identification of Montreal Cognitive Assessment (MoCA)-defined cognitive impairment in elderly patients with cerebral small vessel disease.
Methods: This prospective study included 100 patients with cerebral small vessel disease and 50 healthy controls. According to MoCA scores, patients were classified as cognitively normal (n = 42) or cognitively impaired (n = 58). All participants underwent 3.0-T magnetic resonance imaging, including conventional structural imaging and diffusion tensor imaging. Conventional structural magnetic resonance imaging markers were evaluated on anatomical imaging, whereas diffusion-derived metrics were used to assess perivascular diffusion and free-water burden. Group comparisons, correlation analyses, multivariate logistic regression, and receiver operating characteristic analyses were performed.
Results: Analysis along the perivascular space decreased progressively from healthy controls to cognitively normal patients and cognitively impaired patients, whereas white matter free water increased in the opposite direction (all p < 0.001). Lower ALPS-Index values and higher white matter free-water values were both associated with lower MoCA scores. The clinical information model showed moderate discrimination for MoCA-defined cognitive impairment (area under the curve = 0.764, 95% confidence interval: 0.669–0.859). After incorporating age, sex, education, hypertension, and diabetes as covariates, the traditional cerebral small vessel disease marker model achieved an area under the curve of 0.819 (95% confidence interval: 0.731–0.908), whereas the glymphatic-edema signature combining ALPS-Index and white matter free water achieved better discriminative performance (area under the curve = 0.928, 95% confidence interval: 0.875–0.981). The combined imaging model incorporating conventional structural markers, ALPS-Index, and white matter free water achieved the highest discriminative performance (area under the curve = 0.950, 95% confidence interval: 0.906–0.993).
Discussion: Perivascular diffusion imaging and white matter free water capture complementary aspects of altered perivascular diffusion and extracellular free-water accumulation in cerebral small vessel disease and improve identification of MoCA-defined cognitive impairment beyond conventional structural magnetic resonance imaging markers.
Reproduced under the paper's license (CC BY), from the paper cited above.
Code
The paper says that its authors' code is available on request: it was not published with the paper, so there is nothing to verify.
The paper's code and data availability statement is in the Data section.
Tracing map
A tracing map links a paper to the code its authors published: this paper has none (its code is available on request), so it has no map.
Data
No dataset and no data link were found in the paper.
Data availability statement
The data analyzed in this study are subject to privacy and institutional restrictions. Raw de-identified imaging data and ROI masks cannot be publicly shared because of participant privacy and institutional data-governance requirements. Derived quantitative metrics and analysis code are available from the corresponding author upon reasonable request, subject to institutional approval and a data-use agreement.
Reproduced under the paper's license (CC BY), from the paper cited above.
Versions
The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.
Version 1, 27 September 2026: the first record
Recorded: type, language, journal, volume, pages, dates, 11 authors, 6 keywords, 12 MeSH terms, 40 references.
Cite
This paper
Yang, C., Cai, S., Wang, B., Zhou, J., Wu, D., Li, M., Geng, W., Wu, L., Peng, K., Yang, Y., & Gu, W. (2026). Perivascular diffusion and white matter free water improve identification of cognitive impairment in cerebral small vessel disease. Frontiers in neurology, 17, 1879894. https://
BibTeX
@article{yang2026perivas
author = {Yang, Chunhong and Cai, Sunmei and Wang, Bing and Zhou, Jie and Wu, Dongmei and Li, Muzi and Geng, Wenlu and Wu, Lianshuang and Peng, Kaiyue and Yang, Yi and Gu, Wenquan},
title = {{Perivascular diffusion and white matter free water improve identification of cognitive impairment in cerebral small vessel disease}},
journal = {Frontiers in neurology},
year = {2026},
month = aug,
volume = {17},
pages = {1879894},
publisher = {Frontiers Media SA},
issn = {1664-2295},
doi = {10.3389/
url = {https://
pmid = {42609367},
pmcid = {PMC13477988}
}
RIS
TY - JOUR
AU - Yang, Chunhong
AU - Cai, Sunmei
AU - Wang, Bing
AU - Zhou, Jie
AU - Wu, Dongmei
AU - Li, Muzi
AU - Geng, Wenlu
AU - Wu, Lianshuang
AU - Peng, Kaiyue
AU - Yang, Yi
AU - Gu, Wenquan
TI - Perivascular diffusion and white matter free water improve identification of cognitive impairment in cerebral small vessel disease
T2 - Frontiers in neurology
J2 - Front Neurol
PY - 2026
DA - 2026/
VL - 17
SP - 1879894
SN - 1664-2295
PB - Frontiers Media SA
DO - 10.3389/
UR - https://
LA - en
ER -
CSL-JSON
{
"id": "10.3389/
"type": "article-journal",
"title": "Perivascular diffusion and white matter free water improve identification of cognitive impairment in cerebral small vessel disease",
"container-title": "Frontiers in neurology",
"author": [
{
"family": "Yang",
"given": "Chunhong"
},
{
"family": "Cai",
"given": "Sunmei"
},
{
"family": "Wang",
"given": "Bing"
},
{
"family": "Zhou",
"given": "Jie"
},
{
"family": "Wu",
"given": "Dongmei"
},
{
"family": "Li",
"given": "Muzi"
},
{
"family": "Geng",
"given": "Wenlu"
},
{
"family": "Wu",
"given": "Lianshuang"
},
{
"family": "Peng",
"given": "Kaiyue"
},
{
"family": "Yang",
"given": "Yi"
},
{
"family": "Gu",
"given": "Wenquan"
}
],
"container-title-short":
"volume": "17",
"page": "1879894",
"DOI": "10.3389/
"PMID": "42609367",
"PMCID": "PMC13477988",
"ISSN": "1664-2295",
"publisher": "Frontiers Media SA",
"URL": "https://
"language": "en",
"issued": {
"date-parts": [
[
2026,
8,
3
]
]
}
}
Similar papers
The papers with a page that share the most with this one: the tools found in their code, their categories, datasets, cited references and authors, the rarest counting most.
- [1] doi:10.1016/j.eclinm.2026.104143 [code]
- Intensive versus standard blood pressure control and overall brain small vessel disease burden: a post-hoc analysis of the SPRINT randomized clinical trial.Journal: EClinicalMedicineIn common: stroke, structural MRI / diffusion, clinical / translational, 4 references
- [2] doi:10.1186/s12916-026-04948-z [code]
- Putative glymphatic dysfunction links extracellular fluid dysregulation to white matter degeneration and clinical impairment in amyotrophic lateral sclerosis.Journal: BMC medicineIn common: structural MRI / diffusion, clinical / translational, 4 references
- [3] doi:10.1002/alz.71530 [code]
- Differential associations of plasma biomarkers with Alzheimer's disease and small vessel disease: A multimodal imaging study.Journal: Alzheimer's & dementia : the journal of the Alzheimer's AssociationIn common: stroke, Alzheimer's / dementia, structural MRI / diffusion, 1 other category, 4 references
- [4] doi:10.1002/alz.71118 [code]
- G-ALPS: An index for evaluating cognitive decline and aging using diffusion tensor imaging.Journal: Alzheimer's & dementia : the journal of the Alzheimer's AssociationIn common: Alzheimer's / dementia, structural MRI / diffusion, 4 references
- [5] doi:10.1016/j.isci.2026.116581
- Peripheral inflammation impairs glymphatic function, contributing to neurodegeneration in Alzheimer's disease.Journal: iScienceIn common: Alzheimer's / dementia, structural MRI / diffusion, 4 references
- [6] doi:10.1073/pnas.2516601123 [code]
- Unveiling the glymphatic system's role in brain aging: A comprehensive biomarker and modifiable intervention target.Journal: Proceedings of the National Academy of Sciences of the United States of AmericaIn common: structural MRI / diffusion, clinical / translational, 4 references
- [7] doi:10.3389/fpsyt.2026.1848053
- Neuroanatomical substrates of perivascular space index: a morphometric and tractography study.Journal: Frontiers in psychiatryIn common: structural MRI / diffusion, 4 references
- [8] doi:10.1007/s00234-026-03993-y [code]
- A comprehensive framework for automated segmentation of perivascular spaces in brain MRI with the nnU-Net.Journal: NeuroradiologyIn common: structural MRI / diffusion, 4 references
- [9] doi:10.1186/s13024-026-00942-4 [code]
- Regional diffusion imaging measures to disentangle SVD-related hypertensive arteriopathy versus cerebral amyloid angiopathy.Journal: Molecular neurodegenerationIn common: stroke, Alzheimer's / dementia, structural MRI / diffusion, 3 references
- [10] doi:10.1186/s12888-026-08304-6
- Transcranial direct current stimulation improves reduced global BOLD-CSF coupling in patients with insomnia disorder and comorbid anxiety: a resting-state functional MRI study.Journal: BMC psychiatryIn common: clinical / translational, 4 references
Contribute
The authors of this paper can claim it, correct its record and validate its tracing map, and the maintainers of its code (its owner, or a public member of its organization) correct what it says of their repository; anyone signed in can ask for its removal. Every request goes to OSCR's own machine, which answers it; your account page follows them.
Sign in with ORCID to claim this paper as one of its authors, correct its record or validate its tracing map: when the paper's metadata lists your ORCID iD, you are recognized at once. Maintainers of its code: sign in with GitHub, then claim the repository on your account page.
Claim this paper
Correct its record
Say what each link of this record is, remove the ones that are not the paper's, add the ones that are missing. The correction becomes a new version of the record, in its Versions section.
Request its removal
To ask OSCR to remove this record, the copies of its authors' scripts or its tracing map, use the removal request page: signed in, you say who you are, what to remove and why, then review and confirm the request. Published rules decide every request (how).
Discussion, reproductions, activity
Discussion: questions and error reports about this paper and its code, from signed-in readers and its authors. It opens with sign-in.
Reproductions: reports from readers who ran the authors' code: what they reproduced, with which environment, commit and data. It opens with sign-in.
Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.
