School of Medicine, Institute of Medical Research A. Lanari, University of Buenos Aires, Ciudad Autónoma de Buenos Aires, Argentina.
Department of Clinical and Molecular Hepatology, National Scientific and Technical Research Council (CONICET), Institute of Medical Research (IDIM), University of Buenos Aires, Ciudad Autónoma de Buenos Aires, Argentina.
Aliment Pharmacol Ther. 2019 Mar;49(5):516-527. doi: 10.1111/apt.15163. Epub 2019 Feb 4.
Non-alcoholic fatty liver disease (NAFLD) is the leading cause of chronic liver disease worldwide. Characterised by abnormal fat accumulation in the liver, NAFLD presents high degree of comorbidity with disorders of the metabolic syndrome, including type 2 diabetes, obesity and cardiovascular disease. These comorbidities have strong negative impact on the natural course of NAFLD and vice versa, whereby the presence of NAFLD substantially modifies the course and prognosis of metabolic syndrome-associated diseases.
To use systems biology strategies to interrogate disease mechanisms that are common to NAFLD and metabolic syndrome.
We mapped shared gene/protein-disease interaction networks, we performed gene-disease enrichment analysis to assess pleiotropy, and we created a gene-drug connectivity network.
We found that a shared network of genes/proteins is overrepresented by immune response-related pathways, post-translational modifications of nuclear receptors, and platelet-related processes, including activation and platelet signalling. Likewise, gene-based disease-enrichment analysis suggested underlying molecular effectors that are shared with major systemic disorders, including diverse autoimmune diseases, kidney, respiratory and nervous system disorders, cancer and infectious diseases. The shared list of genes/proteins was enriched in drug targets for anti-inflammatory therapy, drugs used to treat cardiovascular diseases, antimicrobial agents and phytochemicals, among many other approved pharmaceutical compounds. By leveraging on publicly available OMICs data, we were able to show that shared loci are not necessarily affected by reverse causality.
We provide evidence indicating that NAFLD treatment, including severe histological traits, cannot be limited to the use of a single drug, as it rather requires a multi-target therapeutic approach.
非酒精性脂肪性肝病(NAFLD)是全球慢性肝病的主要原因。NAFLD 的特征是肝脏内脂肪异常积聚,与代谢综合征的多种疾病高度并存,包括 2 型糖尿病、肥胖症和心血管疾病。这些合并症对 NAFLD 的自然病程有强烈的负面影响,反之亦然,即 NAFLD 的存在大大改变了与代谢综合征相关疾病的病程和预后。
使用系统生物学策略来探究 NAFLD 和代谢综合征共有的疾病机制。
我们绘制了共享基因/蛋白-疾病相互作用网络,进行了基因疾病富集分析以评估多效性,并创建了基因-药物连接网络。
我们发现,一个共享的基因/蛋白网络与免疫反应相关途径、核受体的翻译后修饰以及与血小板相关的过程(包括激活和血小板信号传导)过度表达。同样,基于基因的疾病富集分析表明,与主要系统性疾病(包括各种自身免疫性疾病、肾脏、呼吸和神经系统疾病、癌症和传染病)共享的潜在分子效应器。共享的基因/蛋白列表富含抗炎治疗、治疗心血管疾病、抗菌药物和植物化学物质的药物等许多已批准的药物化合物的药物靶点。通过利用公开的 OMICS 数据,我们能够表明共享的基因座不一定受到反向因果关系的影响。
我们提供的证据表明,NAFLD 的治疗,包括严重的组织学特征,不能仅限于单一药物的使用,而需要一种多靶点的治疗方法。