Serum proteomics reveals biomarkers for diagnosis, stratification, and mechanistic insights into cerebral microbleeds

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Authors: Wu-meng Yin, Liu-Chang He, Guang-yi Han, An-ming Li, Hanghang Zhu, Yuan Cao, Xinli Xue, Lei Zhang, Chang-he Shi, Yu-ming Xu, Yun-chao Wang
Cited by: 1
References: 69

Abstract

Objective Cerebral microbleeds (CMBs) are small vascular lesions detectable on MRI and are associated with increased stroke risk and cognitive decline. However, imaging-based diagnosis is limited by cost and accessibility. This study aimed to identify serum protein biomarkers for early CMB diagnosis and to elucidate molecular mechanisms underlying CMB subtypes. Methods We enrolled 43 patients with MRI confirmed CMBs and 38 healthy controls. Serum proteomic profiling used high performance liquid chromatography coupled with tandem mass spectrometry. Differential protein expression and pathway enrichment analyses were performed. Biomarkers were selected using LASSO, support vector machine recursive feature elimination, and random forest algorithms. Validation employed enzyme linked immunosorbent assay ( n = 60) and Western blotting ( n = 8). Results We identified 151 proteins that differed between CMB and control groups. Altered pathways involved inflammation, extracellular matrix remodeling, and lipid metabolism. Five proteins emerged as candidate biomarkers: MMP3, EFEMP1, TIMP1, UMOD, and UBA52. MMP3, EFEMP1, TIMP1, and UMOD showed robust validation performance with AUC values > 0.7, and EFEMP1 positively correlated with CMB burden. Subtype analysis distinguished lobar from deep CMBs, with RCN1, NEO1, and APLP1 effectively discriminating subtypes with AUC values > 0.8. Pathway analysis highlighted MAPK, RAF, and ERK signaling in deep CMBs and IGF signaling in lobar CMBs. Interpretation This study presents the first comprehensive serum proteomic landscape of CMBs and identifies novel biomarkers with potential for noninvasive early diagnosis and subtype differentiation, supporting precision medicine approaches for CMB management. IGF and MAPK pathway signatures suggest mechanistic links between CMB subtypes and neurovascular aging.

Fields of Study & Subjects

Intracerebral and Subarachnoid Hemorrhage Research Amyotrophic Lateral Sclerosis Research S100 Proteins and Annexins

Publication details

Journal / source
Frontiers in Aging Neuroscience
Publisher
Frontiers Media SA
Volume
18
Pages
1771506–1771506
Publication date
5 March 2026
Language
EN