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Published on: January 28, 2014
Fibrinogen and hemoglobin predict near future cardiovascular events in asymptomatic individuals
Moritz Lassé1, Anna P Pilbrow2, Torsten Kleffmann3
1Department of Medicine, Christchurch Heart Institute, University of Otago, Christchurch, New Zealand. moritz.lasse@otago.ac.nz.
Insights
Eight plasma proteins may predict cardiovascular events within three years in asymptomatic individuals. These include fibrinogen and hemoglobin, but do not predict longer-term events.
Area of Science:
- Proteomics
- Cardiovascular Disease Research
- Biomarker Discovery
Background:
- Identifying early indicators of cardiovascular disease (CVD) in asymptomatic individuals is crucial for timely intervention.
- Proteomic profiling offers a promising avenue for discovering novel CVD biomarkers.
Purpose of the Study:
- To identify circulating proteins that predict acute cardiovascular events in the general population.
- To validate candidate protein biomarkers in independent cohorts.
Main Methods:
- Plasma proteomic screening using data-independent acquisition mass spectrometry (DIA-MS) in a discovery cohort.
- Association testing with cardiovascular events using Cox regression, adjusted for the New Zealand Cardiovascular Risk Score.
- Validation of top protein candidates using Enzyme-Linked Immunosorbent Assays (ELISAs) in an independent cohort.
Main Results:
- Eight plasma proteins, including fibrinogen alpha and beta chains, alpha-2-HS-glycoprotein (fetuin A), clusterin isoform 2, hemoglobin subunit beta, complement component C9, fibronectin isoform 3, and lipopolysaccharide-binding protein, were independently associated with cardiovascular events within three years.
- Fibrinogen and hemoglobin, validated via ELISA, did not predict cardiovascular events in an extended cohort with broader criteria and longer follow-up.
- The identified proteins may serve as short-term predictors for cardiovascular events in low-to-moderate risk asymptomatic individuals.
Conclusions:
- Eight candidate proteins show potential for predicting cardiovascular events within a three-year timeframe in asymptomatic, low-to-moderate risk individuals.
- These protein biomarkers may not be predictive of cardiovascular events occurring beyond three years.
- Further research is warranted to elucidate the precise role of these proteins in acute cardiovascular disease pathogenesis and to refine their clinical utility.
Abstract:
To identify circulating proteins predictive of acute cardiovascular disease events in the general population, we performed a proteomic screen in plasma from asymptomatic individuals. A "Discovery cohort" of 25 individuals who subsequently incurred a cardiovascular event within 3 years (median age = 70 years, 80% male) was matched to 25 controls remaining event-free for > 5 years (median age = 72 years, 80% male). Plasma proteins were assessed by data independent acquisition mass spectrometry (DIA-MS). Associations with cardiovascular events were tested using Cox regression, adjusted for the New Zealand Cardiovascular Risk Score. Concentrations of leading protein candidates were subsequently measured with ELISAs in a larger (n = 151) independent subset. In the Discovery cohort, 76 plasma proteins were robustly quantified by DIA-MS, with 8 independently associated with cardiovascular events. These included (HR = hazard ratio [95% confidence interval] above vs below median): fibrinogen alpha chain (HR = 1.84 [1.19-2.84]); alpha-2-HS-glycoprotein (also called fetuin A) (HR = 1.86 [1.19-2.93]); clusterin isoform 2 (HR = 1.59 [1.06-2.38]); fibrinogen beta chain (HR = 1.55 [1.04-2.30]); hemoglobin subunit beta (HR = 1.49 [1.04-2.15]); complement component C9 (HR = 1.62 [1.01-2.59]), fibronectin isoform 3 (HR = 0.60 [0.37-0.99]); and lipopolysaccharide-binding protein (HR = 1.58 [1.00-2.49]). The proteins for which DIA-MS and ELISA data were correlated, fibrinogen and hemoglobin, were analyzed in an Extended cohort, with broader inclusion criteria and longer time to events, in which these two proteins were not associated with incident cardiovascular events. We have identified eight candidate proteins that may independently predict cardiovascular events occurring within three years in asymptomatic, low-to-moderate risk individuals, although these appear not to predict events beyond three years.
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