A cluster of blood-based protein biomarkers associated with decreased cerebral blood flow relates to future cardiovascular events in patients with cardiovascular disease

被引:1
作者
Overmars, L. Malin [1 ,2 ,7 ]
Kuipers, Sanne [2 ]
van Es, Bram [1 ,3 ]
de Bresser, Jeroen [4 ]
Bron, Esther E. [5 ]
Hoefer, Imo E. [1 ]
Van Solinge, Wouter W. [1 ]
Kappelle, L. Jaap [2 ]
van Osch, Matthias J. P. [4 ]
Teunissen, Charlotte E. [6 ]
Biessels, Geert Jan [2 ]
Haitjema, Saskia [1 ]
机构
[1] Univ Utrecht, Univ Med Ctr Utrecht, Cent Diagnost Lab, Utrecht, Netherlands
[2] Univ Utrecht, Univ Med Ctr, UMC Utrecht Brain Ctr, Dept Neurol, Utrecht, Netherlands
[3] MedxAI, Theophile de Bockstr 77-1, Amsterdam, Netherlands
[4] Leiden Univ, Dept Radiol, Med Ctr, Leiden, Netherlands
[5] Erasmus MC, Dept Radiol & Nucl Med, Rotterdam, Netherlands
[6] Vrije Univ Amsterdam, Dept Clin Chem, Neurochem Lab, Amsterdam Neurosci,Amsterdam UMC, Amsterdam, Netherlands
[7] UMC Utrecht, Heidelberglaan 100, NL-3584 CX Utrecht, Netherlands
基金
欧盟地平线“2020”;
关键词
Cardiovascular diseases; cerebral blood flow; heart-brain connection; hemodynamics; proteomics; GROWTH-DIFFERENTIATION FACTOR-15; NETWORK-IDENTIFIED BIOMARKER; WHITE-MATTER; COGNITIVE IMPAIRMENT; HYPOPERFUSION; DYSFUNCTION; MRI;
D O I
10.1177/0271678X231195243
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Biological processes underlying decreased cerebral blood flow (CBF) in patients with cardiovascular disease (CVD) are largely unknown. We hypothesized that identification of protein clusters associated with lower CBF in patients with CVD may explain underlying processes. In 428 participants (74% cardiovascular diseases; 26% reference participants) from the Heart-Brain Connection Study, we assessed the relationship between 92 plasma proteins from the Olink & REG; cardiovascular III panel and normal-appearing grey matter CBF, using affinity propagation and hierarchical clustering algorithms, and generated a Biomarker Compound Score (BCS). The BCS was related to cardiovascular risk and observed cardiovascular events within 2-year follow-up using Spearman correlation and logistic regression. Thirteen proteins were associated with CBF (& rho;(Spearman) range: -0.10 to -0.19, p(FDR-corrected) <0.05), and formed one cluster. The cluster primarily reflected extracellular matrix organization processes. The BCS was higher in patients with CVD compared to reference participants (p(FDR-corrected) <0.05) and was associated with cardiovascular risk (& rho;(Spearman) 0.42, p < 0.001) and cardiovascular events (OR 2.05, p < 0.01). In conclusion, we identified a cluster of plasma proteins related to CBF, reflecting extracellular matrix organization processes, that is also related to future cardiovascular events in patients with CVD, representing potential targets to preserve CBF and mitigate cardiovascular risk in patients with CVD.
引用
收藏
页码:2060 / 2071
页数:12
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