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Updated: May 16, 2025

Author Spotlight: Advancing the Analysis of Plasma Extracellular Vesicle Proteome for Cardiovascular Biomarker Studies
Published on: January 31, 2025
Comprehensive plasma metabolomics profiling develops diagnostic biomarkers of obstructive hypertrophic cardiomyopathy
Hao Cui1,2, Yifan Wang1,2, Xiumeng Hua1,2,3
1State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
Insights
Plasma metabolomics can distinguish hypertrophic cardiomyopathy (HCM) from other forms of left ventricular hypertrophy (LVH). Acylcarnitines, particularly C14:0-carnitine, show promise as diagnostic biomarkers for HCM.
Area of Science:
- Cardiovascular Medicine
- Metabolomics
- Biomarker Discovery
Background:
- Hypertrophic cardiomyopathy (HCM) is a leading cause of sudden cardiac death in young individuals.
- Non-HCM left ventricular hypertrophy (LVH) is prevalent, particularly in patients with hypertension, obesity, and diabetes.
- Accurate differentiation between HCM and LVH is crucial for identifying high-risk populations.
Discussion:
- This study conducted a comprehensive plasma metabolomic analysis on 720 individuals, including HCM patients, LVH patients, and normal controls.
- Orthogonal partial least squares discriminant analysis (OPLS-DA) revealed significant differences in plasma metabolic profiles among the three groups.
- Acylcarnitines, specifically C14:0-carnitine, demonstrated high efficacy in distinguishing HCM from LVH patients, with an AUC of 0.937.
Key Insights:
- Plasma metabolomics offers a potential screening technique to differentiate HCM from LVH.
- C14:0-carnitine is identified as a promising diagnostic biomarker for HCM.
- The findings were validated in an independent cohort, confirming the robustness of the biomarkers.
Outlook:
- Further research can explore the integration of these metabolomic biomarkers into clinical diagnostic algorithms for HCM.
- This study paves the way for developing non-invasive diagnostic tools for HCM.
- The large-scale analysis provides a foundation for understanding the metabolic underpinnings of HCM in the Chinese Han population.
Abstract:
Hypertrophic cardiomyopathy (HCM) is the common cause of sudden cardiac death in young people and is characterized by cardiac hypertrophy. Non-HCM caused left ventricular hypertrophy (LVH) is more common in the population, especially in people with hypertension, obesity, and diabetes. In order to identify high-risk populations, a screening technique that can rapidly differentiate between HCM and LVH patients should be developed. Plasma metabolomics may help develop useful biomarkers for the disease diagnosis. We performed a comprehensive plasma metabolomic analysis on a total of 720 individuals, included 441 HCM patients, 160 LVH patients, and 119 normal controls (NC) (derivation cohort = 368, validation cohort = 352). Orthogonal partial least squares discriminant analysis (OPLS-DA) was used to construct discriminant models based on metabolomics, and the result showed significant changes in plasma metabolic profiling among the HCM, LVH, and NC. The prospective diagnostic biomarkers for HCM patients have been examined using variable importance in projection, fold change, and FDR. Acylcarnitines efficiently distinguished HCM and LVH patients, with a C14:0-carnitine AUC of 0.937 shown by the reiver operator characteristic (ROC) curve analysis. The biomarkers for the diagnosis of HCM patients was verified in another independent validation cohort. This study is the largest plasma metabolomics analysis of Chinese Han patients with HCM, finding biomarkers that can be used to distinguish between HCM from LVH patients. These results highlight the great potential value of plasma metabolic profiling analysis on HCM diagnoses.
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