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我们对脂肪性肝病分子异质性认识的进展:迈向明智的治疗决策

Advances in our understanding of the molecular heterogeneity of fatty liver disease: toward informed treatment decision making.

作者信息

Pirola Carlos J, Sookoian Silvia

机构信息

Systems Biology of Complex Diseases, Centro de Altos Estudios En Ciencias Humanas Y de la Salud (CAECIHS), Universidad Abierta Interamericana, Consejo Nacional de Investigaciones Científicas Y Técnicas (CONICET), Buenos Aires, Argentina.

Clinical and Molecular Hepatology, Centro de Altos Estudios En Ciencias Humanas Y de la Salud (CAECIHS), Universidad Abierta Interamericana, Consejo Nacional de Investigaciones Científicas Y Técnicas (CONICET), Buenos Aires, Argentina.

出版信息

Expert Rev Gastroenterol Hepatol. 2023 Apr;17(4):317-324. doi: 10.1080/17474124.2023.2191190. Epub 2023 Mar 17.

Abstract

INTRODUCTION

nonalcoholic fatty liver disease (NAFLD) is a complex disorder resulting from intricate relationships with diverse cardiometabolic risk factors and environmental factors. NAFLD may result in severe chronic liver damage and potentially declining liver function.

AREAS COVERED

Accumulated knowledge over the last decade indicates that the disease trajectory presents substantial heterogeneity. In addition, overlapping features with the diseases of the metabolic syndrome, combined with heterogeneity in disease mechanisms, further complicates NAFLD diagnosis and prognosis, and hampers progress in biomarker and pharmacological discoveries. Here, we explore solving the heterogeneous clinical landscape of NAFLD by cluster analysis of molecular signatures that serve as a proxy for disease stratification into molecular sub-types. First, we collected information on NAFLD and metabolic syndrome-associated protein-coding genes by data mining the literature. Next, we performed pathways enrichment and cluster analyses to decipher and dissect the different patterns of phenotypic heterogeneity. Our approach showed unique biological pathways for every clinical subtype/group, namely NAFLD obesity, NAFLD + arterial hypertension, NAFLD + dyslipidemia, and NAFLD + type 2 diabetes.

EXPERT OPINION

Patients with NAFLD may be benefited by a better understanding of the disease biology, which involves 'dissection' of the molecular sub-phenotypes that drive the disease progression.

摘要

引言

非酒精性脂肪性肝病(NAFLD)是一种复杂的疾病,由与多种心血管代谢危险因素和环境因素的复杂关系所致。NAFLD可能导致严重的慢性肝损伤,并可能使肝功能下降。

涵盖领域

过去十年积累的知识表明,该疾病轨迹存在显著的异质性。此外,与代谢综合征疾病的重叠特征,加上疾病机制的异质性,进一步使NAFLD的诊断和预后复杂化,并阻碍了生物标志物和药理学发现的进展。在此,我们通过对分子特征进行聚类分析来探索解决NAFLD异质性临床情况的方法,这些分子特征可作为将疾病分层为分子亚型的替代指标。首先,我们通过对文献进行数据挖掘收集了与NAFLD和代谢综合征相关的蛋白质编码基因的信息。接下来,我们进行了通路富集和聚类分析,以解读和剖析表型异质性的不同模式。我们的方法显示了每种临床亚型/组独特的生物学通路,即NAFLD+肥胖、NAFLD+动脉高血压、NAFLD+血脂异常和NAFLD+2型糖尿病。

专家观点

更好地理解疾病生物学可能使NAFLD患者受益,这涉及“剖析”驱动疾病进展的分子亚表型。

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