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血浆和粪便代谢组学鉴定与代谢功能相关的非酒精性脂肪性肝病相关的微生物组衍生生物标志物:PNPLA3 基因型的影响。

Plasma and stool metabolomics to identify microbiota derived-biomarkers of metabolic dysfunction-associated fatty liver disease: effect of PNPLA3 genotype.

机构信息

Instituto de Medicina Traslacional e Ingeniería Biomédica (IMTIB) - CONICET - Instituto Universitario del Hospital Italiano (IUHI) - Hospital Italiano de Buenos Aires (HIBA), Potosí 4240, C1199ACL, Ciudad Autónoma de Buenos Aires, Argentina.

Analytical Sciences & Imaging (AS&I) Department, Novartis Institutes for Biomedical Research (NIBR), Cambridge, MA, USA.

出版信息

Metabolomics. 2021 Jun 16;17(7):58. doi: 10.1007/s11306-021-01810-6.

Abstract

INTRODUCTION

Non-invasive biomarkers are needed for metabolic dysfunction-associated fatty liver disease (MAFLD), especially for patients at risk of disease progression in high-prevalence areas. The microbiota and its metabolites represent a niche for MAFLD biomarker discovery. However, studies are not reproducible as the microbiota is variable.

OBJECTIVES

We aimed to identify microbiota-derived metabolomic biomarkers that may contribute to the higher MAFLD prevalence and different disease severity in Latin America, where data is scarce.

METHODS

We compared the plasma and stool metabolomes, gene patatin-like phospholipase domain-containing 3 (PNPLA3) rs738409 single nucleotide polymorphism (SNP), diet, demographic and clinical data of 33 patients (12 simple steatosis and 21 steatohepatitis) and 19 healthy volunteers (HV). The potential predictive utility of the identified biomarkers for MAFLD diagnosis and progression was evaluated by logistic regression modelling and ROC curves.

RESULTS

Twenty-four (22 in plasma and 2 in stool) out of 424 metabolites differed among groups. Plasma triglyceride (TG) levels were higher among MAFLD patients, whereas plasma phosphatidylcholine (PC) and lysoPC levels were lower among HV. The PNPLA3 risk genotype was related to higher plasma levels of eicosenoic acid or fatty acid 20:1 (FA(20:1)). Body mass index and plasma levels of PCaaC24:0, FA(20:1) and TG (16:1_34:1) showed the best AUROC for MAFLD diagnosis, whereas steatosis and steatohepatitis could be discriminated with plasma levels of PCaaC24:0 and PCaeC40:1.

CONCLUSION

This study identified for the first time MAFLD potential non-invasive biomarkers in a Latin American population. The association of PNPLA3 genotype with FA(20:1) suggests a novel metabolic pathway influencing MAFLD pathogenesis.

摘要

简介

代谢相关脂肪性肝病(MAFLD)需要非侵入性生物标志物,尤其是在高患病率地区疾病进展风险较高的患者。微生物组及其代谢物代表了 MAFLD 生物标志物发现的一个领域。然而,由于微生物组是可变的,因此研究结果不可重现。

目的

我们旨在确定可能导致拉丁美洲 MAFLD 患病率较高和疾病严重程度不同的微生物衍生代谢组学生物标志物,而该地区的数据稀缺。

方法

我们比较了 33 名患者(12 名单纯性脂肪变性和 21 名脂肪性肝炎)和 19 名健康志愿者(HV)的血浆和粪便代谢组、载脂蛋白 C3 基因 patatin 样磷脂酶结构域 3(PNPLA3)rs738409 单核苷酸多态性(SNP)、饮食、人口统计学和临床数据。通过逻辑回归模型和 ROC 曲线评估鉴定生物标志物对 MAFLD 诊断和进展的潜在预测效用。

结果

在 424 种代谢物中,有 24 种(血浆中 22 种,粪便中 2 种)在各组之间存在差异。MAFLD 患者的血浆甘油三酯(TG)水平较高,而 HV 的血浆磷脂酰胆碱(PC)和溶血磷脂酰胆碱(LysoPC)水平较低。PNPLA3 风险基因型与较高的血浆二十碳烯酸或脂肪酸 20:1(FA(20:1))水平有关。体重指数和血浆 PCaaC24:0、FA(20:1)和 TG(16:1_34:1)水平对 MAFLD 诊断具有最佳的 AUROC,而血浆 PCaaC24:0 和 PCaeC40:1 水平可区分脂肪变性和脂肪性肝炎。

结论

本研究首次在拉丁美洲人群中发现了 MAFLD 的潜在非侵入性生物标志物。PNPLA3 基因型与 FA(20:1)的关联表明了一种影响 MAFLD 发病机制的新代谢途径。

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