Serum metabolites characterize hepatic phenotypes and reveal shared pathways: results from population-based imaging.

IF 6.4 2区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Juliane Maushagen, Johanna Nattenmüller, Ricarda von Krüchten, Barbara Thorand, Annette Peters, Wolfgang Rathmann, Jerzy Adamski, Christopher L Schlett, Fabian Bamberg, Rui Wang-Sattler, Susanne Rospleszcz
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引用次数: 0

Abstract

Background: Steatotic liver disease is a major public health issue, with hepatic iron overload exacerbating fibrotic conditions. This study aimed to identify metabolites associated with hepatic fat and/or iron overload using targeted metabolomics in a population-based cohort.

Methods: We used the cross-sectional KORA-MRI study (N = 376 individuals). Hepatic fat and iron content were derived by magnetic resonance imaging, and serum metabolite concentrations were quantified through targeted metabolomics. Associations between 146 metabolites and 40 indicators with hepatic phenotypes were analyzed, adjusted for confounders, and corrected for multiple testing. Formal pathway analyses and mediation analyses including genetic data were conducted. Performance of metabolomics to diagnose steatosis or hepatic iron overload was evaluated using ROC curves, and compared to the fatty liver index (FLI).

Results: Overall, 50.8% of participants (mean age 56.4 years) had hepatic steatosis, and 43.6% iron overload. Twelve unique metabolites/indicators (amino acids, lysophosphatidylcholine, acyl-alkyl-phosphatidylcholine), and sums of branched chain and aromatic amino acids, and five lipids, and ratio of acyl-alkyl-phosphatidylcholines to diacyl-phosphatidylcholines were associated with hepatic fat content. 27 metabolites/indicators, including 25 lipids, were associated with hepatic iron content. Addition of these metabolites to the FLI improved diagnosis of steatosis and iron overload nominally. Glycerophospholipid metabolism, phenylalanine, tyrosine and tryptophan biosynthesis and glycerophospholipid metabolism were shared pathway between steatosis and iron overload. Alanine, isoleucine, glutamine and pimeloylcarnitine (C7-DC) mediated effects between genetic variants and hepatic phenotypes.

Conclusion: Metabolites were associated with hepatic fat and iron content, shared common pathways, and improved diagnosis of steatosis and iron overload, highlighting the role of iron in hepatic disorders.

Abstract Image

Abstract Image

Abstract Image

血清代谢物表征肝脏表型并揭示共享途径:基于人群的成像结果。
背景:脂肪变性肝病是一个主要的公共卫生问题,肝铁超载会加剧纤维化状况。本研究的目的是在基于人群的队列中,使用靶向代谢组学方法确定与肝脂肪和/或铁过载相关的代谢物。方法:采用横断面KORA-MRI研究(N = 376例)。通过磁共振成像获得肝脏脂肪和铁含量,通过靶向代谢组学定量血清代谢物浓度。分析了146种代谢物和40种指标与肝脏表型之间的关系,调整了混杂因素,并对多重测试进行了校正。进行了形式途径分析和包括遗传数据在内的中介分析。使用ROC曲线评估代谢组学诊断脂肪变性或肝铁超载的性能,并与脂肪肝指数(FLI)进行比较。结果:总体而言,50.8%的参与者(平均年龄56.4岁)有肝脂肪变性,43.6%有铁超载。12种代谢产物/指标(氨基酸、溶血磷脂酰胆碱、酰基-烷基-磷脂酰胆碱)、支链和芳香氨基酸数量、5种脂质以及酰基-烷基-磷脂酰胆碱与二酰基-磷脂酰胆碱的比值与肝脏脂肪含量相关。27种代谢物/指标,包括25种脂质,与肝铁含量相关。将这些代谢物添加到FLI中,名义上改善了脂肪变性和铁超载的诊断。甘油磷脂代谢、苯丙氨酸、酪氨酸和色氨酸的生物合成和甘油磷脂代谢是脂肪变性和铁超载的共同途径。丙氨酸、异亮氨酸、谷氨酰胺和肉碱(C7-DC)介导的基因变异与肝脏表型之间的影响。结论:代谢物与肝脏脂肪和铁含量相关,具有共同的途径,可改善脂肪变性和铁超载的诊断,突出铁在肝脏疾病中的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular Medicine
Molecular Medicine 医学-生化与分子生物学
CiteScore
8.60
自引率
0.00%
发文量
137
审稿时长
1 months
期刊介绍: Molecular Medicine is an open access journal that focuses on publishing recent findings related to disease pathogenesis at the molecular or physiological level. These insights can potentially contribute to the development of specific tools for disease diagnosis, treatment, or prevention. The journal considers manuscripts that present material pertinent to the genetic, molecular, or cellular underpinnings of critical physiological or disease processes. Submissions to Molecular Medicine are expected to elucidate the broader implications of the research findings for human disease and medicine in a manner that is accessible to a wide audience.
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