Issue 39, 2025

Comparative study on selective profiling of cardiovascular and cerebrovascular disease-associated proteins using two statin-based magnetic separation materials

Abstract

This study established a drug-associated protein screening strategy leveraging the principle of specific protein–drug interactions. Two first-line lipid-lowering drugs, atorvastatin (AN) and rosuvastatin (RSV), were covalently immobilized onto nanoparticle surfaces to fabricate novel magnetic separation materials, Fe3O4@AN and Fe3O4@RSV. Initial validation of the strategy was performed using fetal bovine serum (FBS) as a model sample, with alterations in protein amino acid sequence coverage serving as the evaluation parameter. Fe3O4@AN specifically adsorbed four proteins from FBS, all of which were implicated in cardiovascular diseases (CVDs). Similarly, Fe3O4@RSV enriched five CVD-associated proteins from FBS. Three proteins (Q3T052, P1276, and Q58D62) were co-enriched by the two materials. Subsequently, the developed strategy was applied to clinical serum samples from CVD patients and healthy controls to screen disease-relevant proteins via label-free quantitative proteomics. Comparative analysis revealed that Fe3O4@AN and Fe3O4@RSV selectively enriched 23 and 37 differentially expressed proteins (DEPs) from sera of CVD patients and healthy controls, respectively. Gene Ontology (GO) and pathway enrichment analyses indicated distinct functional pathways for proteins captured by each material, and both sets were found to be significantly associated with CVD-related biological processes and cellular components. Notably, six overlapping DEPs were co-identified by the two materials, all demonstrating critical functions in CVD pathogenesis. Among these, two proteins (P02042 and P14174) were exclusively detected in patient sera, while Q14624 was detectable in CVD patient serum, healthy human serum, and FBS but significantly upregulated in CVD patient serum. Collectively, this protein–drug interaction-based screening strategy exhibits broad applicability and establishes a novel paradigm for rational drug design and development.

Graphical abstract: Comparative study on selective profiling of cardiovascular and cerebrovascular disease-associated proteins using two statin-based magnetic separation materials

Supplementary files

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Article information

Article type
Paper
Submitted
17 Jul 2025
Accepted
02 Sep 2025
First published
10 Sep 2025

Anal. Methods, 2025,17, 8014-8022

Comparative study on selective profiling of cardiovascular and cerebrovascular disease-associated proteins using two statin-based magnetic separation materials

Y. Zheng, Y. Pan, Z. Wang, Z. Yan, L. Zhang and W. Zhang, Anal. Methods, 2025, 17, 8014 DOI: 10.1039/D5AY01174D

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