Comprehensive transcriptomics and metabolomics analyses reveal that hyperhomocysteinemia is a high risk factor for coronary artery disease in a chinese obese population aged 40-65: a prospective cross-sectional study

Cardiovasc Diabetol. 2023 Aug 24;22(1):219. doi: 10.1186/s12933-023-01942-0.

Abstract

Background: Clinical observations suggest a complex relationship between obesity and coronary artery disease (CAD). This study aimed to characterize the intermediate metabolism phenotypes among obese patients with CAD and without CAD.

Methods: Sixty-two participants who consecutively underwent coronary angiography were enrolled in the discovery cohort. Transcriptional and untargeted metabolomics analyses were carried out to screen for key molecular changes between obese patients with CAD (CAD obese), without CAD (Non-CAD obese), and Non-CAD leans. A targeted GC-MS metabolomics approach was used to further identify differentially expressed metabolites in the validation cohorts. Regression and receiver operator curve analysis were performed to validate the risk model.

Results: We found common aberrantly expressed pathways both at the transcriptional and metabolomics levels. These pathways included cysteine and methionine metabolism and arginine and proline metabolism. Untargeted metabolomics revealed that S-adenosylhomocysteine (SAH), 3-hydroxybenzoic acid, 2-hydroxyhippuric acid, nicotinuric acid, and 2-arachidonoyl glycerol were significantly elevated in the CAD obese group compared to the other two groups. In the validation study, targeted cysteine and methionine metabolomics analyses showed that homocysteine (Hcy), SAH, and choline were significantly increased in the CAD obese group compared with the Non-CAD obese group, while betaine, 5-methylpropanedioic acid, S-adenosylmethionine, 4-PA, and vitamin B2 (VB2) showed no significant differences. Multivariate analyses showed that Hcy was an independent predictor of obesity with CAD (hazard ratio 1.7; 95%CI 1.2-2.6). The area under the curve based on the Hcy metabolomic (HCY-Mtb) index was 0.819, and up to 0.877 for the HCY-Mtb.index plus clinical variables.

Conclusion: This is the first study to propose that obesity with hyperhomocysteinemia is a useful intermediate metabolism phenotype that could be used to identify obese patients at high risk for developing CAD.

Keywords: Cohort; Coronary artery disease; Hyperhomocysteinemia; Metabolomics; Obese; ROC analysis; S-adenosylhomocysteine.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Cardiometabolic Risk Factors
  • Coronary Angiography
  • Coronary Artery Disease* / diagnostic imaging
  • Coronary Artery Disease* / etiology
  • Coronary Artery Disease* / genetics
  • Coronary Artery Disease* / metabolism
  • Cross-Sectional Studies
  • Cysteine
  • East Asian People
  • Humans
  • Hyperhomocysteinemia* / complications
  • Hyperhomocysteinemia* / genetics
  • Hyperhomocysteinemia* / metabolism
  • Metabolomics
  • Middle Aged
  • Obesity* / complications
  • Obesity* / genetics
  • Obesity* / metabolism
  • Prospective Studies
  • Risk Factors
  • Transcriptome

Substances

  • Cysteine