Related Experiment Video
Updated: Apr 23, 2026

Coronary Progenitor Cells and Soluble Biomarkers in Cardiovascular Prognosis after Coronary Angioplasty
Published on: January 28, 2020
Candidate biomarker identification for blood stasis syndrome among coronary artery disease patients using the Olink
L I Hongzheng1, Lin Guosheng2, Peng Yuxuan3
1Postdoctoral Research Center,Guang'an Men Hospital, China Academy of Chinese Medical Sciences,Beijing100053,China.
Insights
This study identifies sirtuin 2 (SIRT2) and eukaryotic translation initiation factor 4E-binding protein 1 (4E-BP1) as potential biomarkers for blood stasis syndrome (BSS) in coronary artery disease (CAD) patients. These biomarkers are linked to inflammation and the mTOR signaling pathway.
Area of Science:
- Biochemistry
- Immunology
- Cardiology
Background:
- Coronary artery disease (CAD) is a significant health concern.
- Blood stasis syndrome (BSS) is often associated with CAD, but its underlying mechanisms and biomarkers remain unclear.
- Identifying specific biomarkers for BSS in CAD patients is crucial for improved diagnosis and treatment.
Purpose of the Study:
- To identify novel protein biomarkers for blood stasis syndrome (BSS) in patients with coronary artery disease (CAD).
- To investigate the inflammatory mechanisms and signaling pathways involved in the development of CAD and BSS.
- To differentiate between CAD patients with and without BSS using proteomic analysis.
Main Methods:
- Plasma samples from 88 participants (healthy controls, CAD-BSS, CAD-non-BSS, non-CAD-BSS) were analyzed using the Olink Target 96 Inflammation panel.
- Differential expression analysis was performed to identify proteins specific to CAD or BSS.
- Least absolute shrinkage and selection operator (LASSO) regression was employed to identify candidate protein biomarkers.
- Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were conducted to explore functional mechanisms.
Main Results:
- Multiple proteins were found to be differentially expressed in patients with CAD and/or BSS compared to controls.
- Key upregulated proteins in CAD included CCL11, SIRT2, 4E-BP1, and TNF.
- SIRT2 and 4E-BP1 were identified as potential biomarkers distinguishing BSS from non-BSS in CAD patients.
- These identified proteins are associated with the mechanistic target of rapamycin (mTOR) signaling pathway.
Conclusions:
- The inflammatory response and mTOR signaling pathway play a role in the pathogenesis of CAD and BSS.
- Sirtuin 2 (SIRT2) and eukaryotic translation initiation factor 4E-binding protein 1 (4E-BP1) show promise as diagnostic biomarkers for BSS in CAD patients.
- Further research is warranted to validate these findings and explore therapeutic implications.
Objective:
To identify candidate biomarkers of blood stasis syndrome (BSS) associated with coronary artery disease (CAD) and explore the underlying inflammatory mechanisms.
Methods:
Using the Olink Target 96 Inflammation panel, we identified plasma proteins in a group of 88 patients comprised of healthy controls (HCs), those with CAD and BSS (CAD-BSS), those with CAD without BSS (CAD-non-BSS), and those with BSS without CAD (non-CAD-BSS) (n = 22 in each group). Protein molecules that were specifically expressed in CAD or BSS were identified by differential expression analyses. Subsequently, potential protein biomarkers were identified using least absolute shrinkage and selection operator regression to enable CAD and BSS differentiation. The potential functional mechanisms of identified proteins were then determined by Gene Ontology enrichment and Kyoto Encyclopedia of Genes and Genomes pathway analyses.
Results:
Patients with CAD had 31/92 upregulated and 4/92 downregulated proteins compared with those without. Chemokine (C-C motif) ligand 11 (CCL11), CUB domain-containing protein 1, hepatocyte growth factor, sirtuin 2 (SIRT2), eukaryotic translation initiation factor 4E-binding protein 1 (4E-BP1), CCL25, and tumor necrosis factor (TNF) showed the strongest upregulation (all P <0.0001). Patients with BSS had 8/92 downregulated proteins, specifically CCL28, CCL11, cystatin D, STAM-binding protein, 4E-BP1, matrix metalloproteinase-10, SIRT2, and monocyte chemotactic protein 4, compared with those without (all P < 0.05). The CAD-BSS group had one interleukin-17 (IL-17) upregulated and 10/92 downregulated proteins compared with the CAD-non-BSS group. When compared with the non-CAD-BSS group, the CAD-BSS group had 8 upregulated proteins but only 2 downregulated proteins, namely interleukin-10 receptor subunit alpha (IL-10RA) and TNF-related activation-induced cytokine (both P < 0.05). Totally 10 proteins were identified as potential candidate biomarkers of BSS in CAD patients. After least absolute shrinkage and selection operator regression analysis, two proteins that distinguished between BSS and non-BSS individuals among CAD patients were identified (SIRT2 and 4E-BP1). These proteins are primarily associated with the mechanistic target of rapamycin signaling pathway, which regulates inflammation and oxidative stress.
Conclusions:
Results suggest that the inflammatory response and mechanistic target of rapamycin signaling pathway participate in CAD and BSS development, and that SIRT2 and 4E-BP1 are prospective protein biomarkers for patients with CAD and BSS.
More Related Videos
08:51Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts
Published on: September 20, 2024
07:20Dried Blood Spot Collection of Health Biomarkers to Maximize Participation in Population Studies
Published on: January 28, 2014
Related Concept Videos
Blood Studies for Cardiovascular System I: Cardiac Biomarkers
The essential diagnostic tools for detecting myocardial necrosis and monitoring individuals suspected of having acute coronary syndrome (ACS) include:
Troponins
Troponins, particularly cardiac troponins I and T, are the most precise and sensitive markers of myocardial injury. They are detectable within 4-6 hours of myocardial injury and remain...
Blood Studies for Cardiovascular System II: CRP, Hcy, and Cardiac Natriuretic Peptide Markers
These markers indicate stress or strain on the heart muscle:
Natriuretic Peptides (BNP)
Cardiac myocytes produce these hormones in response to ventricular stretching...
Acute Coronary Syndrome III: Diagnostic Studies