Plasma metabolomics differentiating and predicting prognosis of coronary artery disease patients with distinct nutritional status

被引:0
作者
Lai, Chengyang [1 ,2 ,3 ]
Li, Yangchen [1 ,2 ,3 ]
Luo, Wenwei [2 ]
Zhang, Bin [3 ]
Liu, Chen [4 ]
Peng, Liming [5 ]
Li, Hanping [3 ]
Liu, Ju-e [2 ]
Xiao, Xiao [2 ]
Zhong, Shilong [1 ,2 ,3 ]
机构
[1] South China Univ Technol, Sch Med, Guangzhou, Guangdong, Peoples R China
[2] Southern Med Univ, Guangdong Prov Peoples Hosp, Guangdong Acad Med Sci, Dept Pharm, Guangzhou, Guangdong, Peoples R China
[3] Southern Med Univ, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Guangdong Acad Med Sci,Guangdong Prov Key Lab Coro, Guangzhou, Guangdong, Peoples R China
[4] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Cardiol, Guangzhou, Peoples R China
[5] Cent South Univ, Xiangya Hosp, Dept Cardiol, Changsha, Peoples R China
基金
中国国家自然科学基金;
关键词
Coronary artery disease; Nutritional status; Malnutrition; Metabolomics; Mediation analysis; TRYPTOPHAN-METABOLISM; PROTEIN; MICE; LYSOPHOSPHATIDYLCHOLINE; PSEUDOURIDINE; MALNUTRITION; ASSOCIATION; CELL;
D O I
10.1016/j.nutres.2025.01.004
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
This study investigated the metabolic mechanisms underlying the association between malnutrition and poor prognosis in coronary artery disease (CAD). We hypothesized that specific metabolites associated with nutritional status impact all-cause mortality and Major Adverse Cardiovascular Events in CAD patients. To test this hypothesis, we evaluated the nutritional status of 5182 CAD patients from multiple centers using three nutritional risk screening tools and analyzed the impact on CAD outcomes with restricted cubic splines and Cox regression. Poor nutritional status was found to be linked to increased adverse outcomes. Further analysis using multiple linear regression and mediation analysis identified elevated concentrations of beta-pseudouridine and dulcitol, and decreased concentrations of L -tryptophan and LPC (18:2/0:0), among other metabolites, as mediators of this association. Employing Least Absolute Shrinkage and Selection Operator for variable selection, we integrated these metabolites with clinical variables, which significantly improved the predictive accuracy for adverse outcomes. Our results highlight significant metabolic disparities in CAD patients based on nutritional status and provide novel insights into the role of nutrition-associated metabolites in CAD prognosis. These findings suggest that customized nutritional interventions targeting these metabolites could positively influence the progression of CAD. (c) 2025 Elsevier Inc. All rights are reserved, including those for text and data mining, AI training, and similar technologies.
引用
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页码:1 / 13
页数:13
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