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Open AccessArticle
Neuroimaging and Genetic Markers of Cerebral Small Vessel Disease and Cognitive Outcomes: A Systematic Review and Meta-Analysis (NEUROGEN-SVD Study)
by
Chelsea Jin
Chelsea Jin 1,2
,
Roy G. Beran
Roy G. Beran 1,2,3,4,5,6,7
and
Sonu M. M. Bhaskar
Sonu M. M. Bhaskar 1,3,6,7,8,*
1
Global Health Neurology Lab, Sydney, NSW 2150, Australia
2
South West Sydney Clinical Campuses, UNSW Medicine and Health, University of New South Wales (UNSW), Sydney, NSW 2170, Australia
3
NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW 2170, Australia
4
School of Medicine, Western Sydney University, Sydney, NSW 2000, Australia
5
Griffith Health, School of Medicine and Dentistry, Griffith University, Southport, QLD 4215, Australia
6
Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia
7
Department of Neurology & Neurophysiology, Liverpool Hospital and South West Sydney Local Health District, Liverpool, NSW 2150, Australia
8
Department of Neurology, Division of Cerebrovascular Medicine and Neurology, National Cerebral and Cardiovascular Center (NCVC), Suita 564-8565, Osaka, Japan
*
Author to whom correspondence should be addressed.
Diagnostics 2025, 15(20), 2585; https://doi.org/10.3390/diagnostics15202585 (registering DOI)
Submission received: 4 September 2025
/
Revised: 6 October 2025
/
Accepted: 11 October 2025
/
Published: 13 October 2025
Abstract
Background/Objectives: Cerebral small vessel disease (CSVD) is a leading cause of cognitive decline and dementia. The comparative prognostic value of MRI-based neuroimaging markers and genetic risk factors such as the APOE ε4 allele for cognitive outcomes remains uncertain. The objectives of this study were to estimate the pooled prevalence of cognitive impairment in CSVD, evaluate the associations of key neuroimaging markers (white matter hyperintensities [WMHs], cerebral microbleeds [CMBs], lacunes) and APOE ε4 with cognitive outcomes, and assess their diagnostic performance. Methods: This study included a systematic review and meta-analysis in accordance with PRISMA and MOOSE guidelines, searching five databases (2005–2025). Eligible studies included adults with CSVD and MRI-visible markers reporting cognitive outcomes (mild cognitive impairment [MCI], global cognitive impairment [GCI], all-cause dementia [ACD], vascular dementia [VaD], and Alzheimer’s disease [AD]). Thirty-nine studies comprising 18,425 participants were included. Pooled prevalence and associations were estimated using random-effects models, and diagnostic accuracy was evaluated. Certainty of evidence was assessed using the GRADE framework. Results: The pooled prevalence of GCI in CSVD was 57% (95% CI: 51–62%), while MCI prevalence was 46% (95% CI: 42–51%). WMHs were strongly associated with VaD (OR 10.35, 95% CI: 7.32–14.64), lacunes with ACD (OR 3.18, 95% CI: 1.24–8.20), and CMBs with AD (OR 1.52, 95% CI: 1.04–2.24). APOE ε4 carriage increased the risk of GCI (OR 1.80, 95% CI: 1.41–2.29). Across markers, diagnostic sensitivity was low, specificity was moderate-to-high, and AUROC values were modest. GRADE certainty ranged from low to moderate, with the highest confidence for WMHs and VaD. Conclusions: CSVD-related MRI markers and APOE ε4 are significantly associated with both early and late cognitive outcomes, supporting the integrated vascular–neurodegenerative continuum. The limited diagnostic sensitivity and variable certainty of evidence highlight the need for harmonized definitions, lesion quantification, and multimodal imaging–genetic approaches to improve early detection and risk stratification of CSVD-related cognitive impairment.
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MDPI and ACS Style
Jin, C.; Beran, R.G.; Bhaskar, S.M.M.
Neuroimaging and Genetic Markers of Cerebral Small Vessel Disease and Cognitive Outcomes: A Systematic Review and Meta-Analysis (NEUROGEN-SVD Study). Diagnostics 2025, 15, 2585.
https://doi.org/10.3390/diagnostics15202585
AMA Style
Jin C, Beran RG, Bhaskar SMM.
Neuroimaging and Genetic Markers of Cerebral Small Vessel Disease and Cognitive Outcomes: A Systematic Review and Meta-Analysis (NEUROGEN-SVD Study). Diagnostics. 2025; 15(20):2585.
https://doi.org/10.3390/diagnostics15202585
Chicago/Turabian Style
Jin, Chelsea, Roy G. Beran, and Sonu M. M. Bhaskar.
2025. "Neuroimaging and Genetic Markers of Cerebral Small Vessel Disease and Cognitive Outcomes: A Systematic Review and Meta-Analysis (NEUROGEN-SVD Study)" Diagnostics 15, no. 20: 2585.
https://doi.org/10.3390/diagnostics15202585
APA Style
Jin, C., Beran, R. G., & Bhaskar, S. M. M.
(2025). Neuroimaging and Genetic Markers of Cerebral Small Vessel Disease and Cognitive Outcomes: A Systematic Review and Meta-Analysis (NEUROGEN-SVD Study). Diagnostics, 15(20), 2585.
https://doi.org/10.3390/diagnostics15202585
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