日本社区居民非酒精性脂肪肝与动脉僵化的关系及其代谢组学分析

IF 3 2区 医学 Q2 PERIPHERAL VASCULAR DISEASE
Journal of atherosclerosis and thrombosis Pub Date : 2024-07-01 Epub Date: 2024-02-02 DOI:10.5551/jat.64616
Aya Hirata, Sei Harada, Miho Iida, Ayako Kurihara, Kota Fukai, Kazuyo Kuwabara, Suzuka Kato, Minako Matsumoto, Mizuki Sata, Naoko Miyagawa, Ryota Toki, Shun Edagawa, Daisuke Sugiyama, Asako Sato, Akiyoshi Hirayama, Masahiro Sugimoto, Tomoyoshi Soga, Masaru Tomita, Tomonori Okamura, Toru Takebayashi
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引用次数: 0

摘要

目的:众所周知,非酒精性脂肪肝与动脉粥样硬化有关。本研究重点关注非酒精性脂肪肝导致动脉粥样硬化过程中的上游变化。研究旨在证实非酒精性脂肪肝与亚临床动脉粥样硬化的指标--心踝关节血管指数(CAVI)之间的关联,并通过评估94种血浆极性代谢物来探索两者之间的关联:本研究共纳入 928 名日本社区居民(男性 306 人,女性 622 人)。采用多变量回归模型对非酒精性脂肪肝与 CAVI 之间的关系进行了研究,并对混杂因素进行了调整。使用线性混合效应模型研究了非酒精性脂肪肝和 CAVI 常见的相关代谢物,在该模型中,代谢物测量的批次数被用作随机效应变量,并计算了经错误发现率调整的 p 值。为了确定这些代谢物在多大程度上介导了非酒精性脂肪肝与 CAVI 之间的关联,进行了介导分析:非酒精性脂肪肝与 CAVI 呈正相关(系数[95% 置信区间 (CI)]=0.23 [0.09-0.37]; p=0.001)。共有10种代谢物与非酒精性脂肪肝和CAVI有关,即支链氨基酸(BCAA:缬氨酸、亮氨酸和异亮氨酸)、芳香族氨基酸(AAA:酪氨酸和色氨酸)、丙氨酸、脯氨酸、谷氨酸、甘油磷酸胆碱和4-甲基-2-氧代戊酸。中介分析表明,在非酒精性脂肪肝与心血管畸形之间的关系中,BCAAs的中介效应占总效应的20%以上:结论:非酒精性脂肪肝与动脉粥样硬化的一个标志物有关,包括 BCAAs 和 AAAs 在内的几种与胰岛素抵抗有关的代谢物可能参与了非酒精性脂肪肝导致动脉粥样硬化的过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Association of Nonalcoholic Fatty Liver Disease with Arterial Stiffness and its Metabolomic Profiling in Japanese Community-Dwellers.

Aims: Nonalcoholic fatty liver disease (NAFLD) is known to be associated with atherosclerosis. This study focused on upstream changes in the process by which NAFLD leads to atherosclerosis. The study aimed to confirm the association between NAFLD and the cardio-ankle vascular index (CAVI), an indicator of subclinical atherosclerosis, and explore metabolites involved in both by assessing 94 plasma polar metabolites.

Methods: A total of 928 Japanese community-dwellers (306 men and 622 women) were included in this study. The association between NAFLD and CAVI was examined using a multivariable regression model adjusted for confounders. Metabolites commonly associated with NAFLD and CAVI were investigated using linear mixed-effects models in which batch numbers of metabolite measurements were used as a random-effects variable, and false discovery rate-adjusted p-values were calculated. To determine the extent to which these metabolites mediated the association between NAFLD and CAVI, mediation analysis was conducted.

Results: NAFLD was positively associated with CAVI (coefficients [95% Confidence intervals (CI)]=0.23 [0.09-0.37]; p=0.001). A total of 10 metabolites were involved in NAFLD and CAVI, namely, branched-chain amino acids (BCAAs; valine, leucine, and isoleucine), aromatic amino acids (AAAs; tyrosine and tryptophan), alanine, proline, glutamic acid, glycerophosphorylcholine, and 4-methyl-2-oxopentanoate. Mediation analysis showed that BCAAs mediated more than 20% of the total effect in the association between NAFLD and CAVI.

Conclusions: NAFLD was associated with a marker of atherosclerosis, and several metabolites related to insulin resistance, including BCAAs and AAAs, could be involved in the process by which NAFLD leads to atherosclerosis.

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来源期刊
CiteScore
6.60
自引率
15.90%
发文量
271
审稿时长
1 months
期刊介绍: JAT publishes articles focused on all aspects of research on atherosclerosis, vascular biology, thrombosis, lipid and metabolism.
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