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

Flavia Noelia Mazzini, Frank Cook, John Gounarides, Sebastián Marciano, Leila Haddad, Ana Jesica Tamaroff, Paola Casciato, Adrián Narvaez, María Florencia Mascardi, Margarita Anders, Federico Orozco, Nicolás Quiróz, Marcelo Risk, Susana Gutt, Adrián Gadano, Celia Méndez García, Martin L Marro, Alberto Penas-Steinhardt, Julieta Trinks
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引用次数: 11

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.

血浆和粪便代谢组学鉴定代谢功能障碍相关脂肪性肝病微生物群衍生生物标志物:PNPLA3基因型的影响
导语:代谢功能障碍相关脂肪肝(MAFLD)需要非侵入性生物标志物,特别是在高患病率地区有疾病进展风险的患者。微生物群及其代谢物代表了MAFLD生物标志物发现的一个生态位。然而,由于微生物群是可变的,研究是不可重复的。目的:我们旨在确定微生物来源的代谢组学生物标志物,这些生物标志物可能导致拉丁美洲数据稀缺的较高的MAFLD患病率和不同的疾病严重程度。方法:比较33例单纯性脂肪变性患者(12例,脂肪性肝炎21例)和19例健康志愿者(HV)的血浆和粪便代谢组学、PNPLA3样磷脂酶结构域3 (PNPLA3) rs738409单核苷酸多态性(SNP)、饮食、人口统计学和临床资料。通过logistic回归模型和ROC曲线评估鉴定的生物标志物对MAFLD诊断和进展的潜在预测效用。结果:在424种代谢物中,24种代谢物(血浆22种,粪便2种)在组间存在差异。MAFLD患者血浆甘油三酯(TG)水平较高,而HV患者血浆磷脂酰胆碱(PC)和溶血卵磷脂(lysoPC)水平较低。PNPLA3风险基因型与高血浆二十烯酸或脂肪酸水平20:1 (FA(20:1))相关。体重指数和血浆PCaaC24:0、FA(20:1)和TG(16:1_34:1)是诊断脂肪肝的最佳AUROC指标,而血浆PCaaC24:0和PCaeC40:1是诊断脂肪变性和脂肪性肝炎的最佳指标。结论:本研究首次在拉丁美洲人群中确定了MAFLD潜在的非侵入性生物标志物。PNPLA3基因型与FA的相关性(20:1)提示了一种影响MAFLD发病机制的新的代谢途径。
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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