A cluster of blood-based protein biomarkers reflecting coagulation relates to the burden of cerebral small vessel disease

Publication date

2022-07-01

Authors

Kuipers, Sanne
Overmars, L MalinORCID 0000-0001-7086-0864
van Es, Bram
de Bresser, JeroenISNI 0000000387691707
Bron, Esther E
Höfer, ImoISNI 0000000393149164
Kappelle, JaapISNI 0000000389941458
Teunissen, Charlotte E
Biessels, Geert JanISNI 0000000117928938
Haitjema, SaskiaORCID 0000-0001-5465-4868

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Article

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taverne

Abstract

Biological processes underlying cerebral small vessel disease (cSVD) are largely unknown. We hypothesized that identification of clusters of inter-related bood-based biomarkers that are associated with the burden of cSVD provides leads on underlying biological processes. In 494 participants (mean age 67.6 ± 8.7 years; 36% female; 75% cardiovascular diseases; 25% reference participants) we assessed the relation between 92 blood-based biomarkers from the OLINK cardiovascular III panel and cSVD, using cluster-based analyses. We focused particularly on white matter hyperintensities (WMH). Nineteen biomarkers individually correlated with WMH ratio (r range: 0.16-0.27, Bonferroni corrected p-values <0.05), of which sixteen biomarkers formed one biomarker cluster. Pathway analysis showed that this biomarker cluster predominantly reflected coagulation processes. This cluster related also significantly to other cSVD manifestations (lacunar infarcts, microbleeds, and enlarged perivascular spaces), which supports generalizability beyond WMHs. To study possible causal effects of biological processes reflected by the cluster we performed a mediation analysis that showed a mediation effect of the cluster on the relation between age and WMH ratio (proportion mediated 17%), and hypertension and WMH-volume (proportion mediated 21%). In conclusion, we identified a cluster of blood-based biomarkers reflecting coagulation, that is related to manifestations of cSVD, corroborating involvement of coagulation abnormalities in the etiology of cSVD.

Keywords

Biomarkers, cerebral small vessel diseases, coagulation, proteins, unsupervised cluster analysis, Taverne, Neurology, Clinical Neurology, Cardiology and Cardiovascular Medicine, Journal Article

Citation

Kuipers, S, Overmars, L M, van Es, B, de Bresser, J, Bron, E E, Hoefer, I E, Kappelle, L J, Teunissen, C E, Biessels, G J & Haitjema, S 2022, 'A cluster of blood-based protein biomarkers reflecting coagulation relates to the burden of cerebral small vessel disease', Journal of Cerebral Blood Flow and Metabolism, vol. 42, no. 7, pp. 1282-1293. https://doi.org/10.1177/0271678X221077339