血浆代谢组学鉴别和预测不同营养状况冠心病患者的预后

IF 3.4 3区 医学 Q2 NUTRITION & DIETETICS
Chengyang Lai , Yangchen Li , Wenwei Luo , Bin Zhang , Chen Liu , Liming Peng , Hanping Li , Ju-e Liu , Xiao Xiao , Shilong Zhong
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引用次数: 0

摘要

本研究探讨了冠状动脉疾病(CAD)患者营养不良与预后不良之间的代谢机制。我们假设,与营养状况相关的特定代谢物会影响 CAD 患者的全因死亡率和主要不良心血管事件。为了验证这一假设,我们使用三种营养风险筛查工具评估了来自多个中心的 5182 名 CAD 患者的营养状况,并使用限制性三次样条和 Cox 回归分析了营养状况对 CAD 结果的影响。结果发现,营养状况不良与不良预后增加有关。使用多元线性回归和中介分析法进行的进一步分析发现,β-假尿苷和杜冷丁浓度升高、色氨酸和 LPC(18:2/0:0)浓度降低以及其他代谢物是导致这种关联的中介因素。利用最小绝对收缩和选择操作器进行变量选择,我们将这些代谢物与临床变量整合在一起,从而显著提高了不良后果的预测准确性。我们的研究结果凸显了基于营养状况的 CAD 患者在代谢方面的显著差异,并为营养相关代谢物在 CAD 预后中的作用提供了新的见解。这些研究结果表明,针对这些代谢物的定制营养干预措施可对 CAD 的进展产生积极影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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

Plasma metabolomics differentiating and predicting prognosis of coronary artery disease patients with distinct nutritional status
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 β-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.
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来源期刊
Nutrition Research
Nutrition Research 医学-营养学
CiteScore
7.60
自引率
2.20%
发文量
107
审稿时长
58 days
期刊介绍: Nutrition Research publishes original research articles, communications, and reviews on basic and applied nutrition. The mission of Nutrition Research is to serve as the journal for global communication of nutrition and life sciences research on diet and health. The field of nutrition sciences includes, but is not limited to, the study of nutrients during growth, reproduction, aging, health, and disease. Articles covering basic and applied research on all aspects of nutrition sciences are encouraged, including: nutritional biochemistry and metabolism; metabolomics, nutrient gene interactions; nutrient requirements for health; nutrition and disease; digestion and absorption; nutritional anthropology; epidemiology; the influence of socioeconomic and cultural factors on nutrition of the individual and the community; the impact of nutrient intake on disease response and behavior; the consequences of nutritional deficiency on growth and development, endocrine and nervous systems, and immunity; nutrition and gut microbiota; food intolerance and allergy; nutrient drug interactions; nutrition and aging; nutrition and cancer; obesity; diabetes; and intervention programs.
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