Bioinformatic Analysis for Exploring Target Genes and Molecular Mechanisms of Cadmium-Induced Nonalcoholic Fatty Liver Disease and Targeted Drug Prediction.

IF 2.7 4区 医学 Q3 TOXICOLOGY
Le Zhang, Rui Wang, Qian Xue, Yongjie Wang, Jiayunzhu Xu, Chaofan Wang, Xin Fang, Shidi Gao, Haiying Zhang, Li Guo
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Abstract

Cadmium (Cd) is a widely available metal that has been found to have a role in causing nonalcoholic fatty liver disease (NAFLD). However, the detailed toxicological targets and mechanisms by which Cd causes NAFLD are unknown. Therefore, the present work aims to reveal the main targets of action, cellular processes, and molecular pathways by which cadmium causes NAFLD. As shown in the bioinformatics analysis, there were 74 main targets of action for cadmium-induced NAFLD, hemopoietic cell kinase (HCK), EPH receptor A2 (EPHA2), MYC proto-oncogene (MYC), lysyl oxidase (LOX), dipeptidyl peptidase 7 (DPP7), nuclear factor erythroid 2-related factor 2 (NFE2L2), dual specificity phosphatase 6 (DUSP6), CD2 cytoplasmic tail binding protein 2 (CD2BP2), notch receptor 3 (NOTCH3), and phospholipase A2 group IVA (PLA2G4A) were screened as core genes. Testing these core genes in other databases, three differentially expressed genes, HCK, MYC, and DUSP6 were verified and used as targets for drug prediction in DsigDB; decitabine and retinoic acid were screened as potential therapeutic drugs for NAFLD based on the p-value and the combined score. The results of molecular docking showed that the predicted drugs can bind well to the core targets. In conclusion, cadmium is associated with NAFLD; the identified cadmium-toxicity targets, HCK, MYC, and DUSP6, may serve as biomarkers for the diagnosis of NAFLD and predicted drugs, decitabine and retinoic acid may have a potential role in the treatment of NAFLD.

镉诱导非酒精性脂肪性肝病靶基因和分子机制的生物信息学分析及靶向药物预测
镉(Cd)是一种广泛使用的金属,已被发现在引起非酒精性脂肪性肝病(NAFLD)中起作用。然而,Cd引起NAFLD的详细毒理学靶点和机制尚不清楚。因此,本研究旨在揭示镉引起NAFLD的主要作用靶点、细胞过程和分子途径。生物信息学分析结果显示,镉诱导NAFLD的主要作用靶点有74个,筛选出造血细胞激酶(HCK)、EPH受体A2 (EPHA2)、MYC原癌基因(MYC)、赖氨酸氧化酶(LOX)、二肽基肽酶7 (DPP7)、核因子红系2相关因子2 (NFE2L2)、双特异性磷酸酶6 (DUSP6)、CD2胞浆尾结合蛋白2 (CD2BP2)、缺口受体3 (NOTCH3)、磷脂酶A2组IVA (PLA2G4A)为核心基因。在其他数据库中测试这些核心基因,验证了HCK、MYC和DUSP6三个差异表达基因,并将其作为DsigDB中药物预测的靶点;根据p值和综合评分筛选地西他滨和维甲酸作为NAFLD的潜在治疗药物。分子对接结果表明,预测的药物能很好地与核心靶点结合。总之,镉与NAFLD有关;确定的镉毒性靶点HCK、MYC和DUSP6可能作为NAFLD诊断的生物标志物,而预测药物地西他滨和维甲酸可能在NAFLD治疗中具有潜在作用。
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
CiteScore
7.00
自引率
6.10%
发文量
145
审稿时长
1 months
期刊介绍: Journal of Applied Toxicology publishes peer-reviewed original reviews and hypothesis-driven research articles on mechanistic, fundamental and applied research relating to the toxicity of drugs and chemicals at the molecular, cellular, tissue, target organ and whole body level in vivo (by all relevant routes of exposure) and in vitro / ex vivo. All aspects of toxicology are covered (including but not limited to nanotoxicology, genomics and proteomics, teratogenesis, carcinogenesis, mutagenesis, reproductive and endocrine toxicology, toxicopathology, target organ toxicity, systems toxicity (eg immunotoxicity), neurobehavioral toxicology, mechanistic studies, biochemical and molecular toxicology, novel biomarkers, pharmacokinetics/PBPK, risk assessment and environmental health studies) and emphasis is given to papers of clear application to human health, and/or advance mechanistic understanding and/or provide significant contributions and impact to their field.
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