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一种整合系统生物学方法鉴定出与胆囊癌发病机制相关的分子特征。

An Integrative Systems Biology Approach Identifies Molecular Signatures Associated with Gallbladder Cancer Pathogenesis.

作者信息

Roy Nabanita, Kshattry Mrinmoy, Mandal Susmita, Jolly Mohit Kumar, Bhattacharyya Dhruba Kumar, Barah Pankaj

机构信息

Department of Molecular Biology and Biotechnology, Tezpur University, Sonitpur 784028, India.

Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, India.

出版信息

J Clin Med. 2021 Aug 10;10(16):3520. doi: 10.3390/jcm10163520.

Abstract

Gallbladder cancer (GBC) has a lower incidence rate among the population relative to other cancer types but is a major contributor to the total number of biliary tract system cancer cases. GBC is distinguished from other malignancies by its high mortality, marked geographical variation and poor prognosis. To date no systemic targeted therapy is available for GBC. The main objective of this study is to determine the molecular signatures correlated with GBC development using integrative systems level approaches. We performed analysis of publicly available transcriptomic data to identify differentially regulated genes and pathways. Differential co-expression network analysis and transcriptional regulatory network analysis was performed to identify hub genes and hub transcription factors (TFs) associated with GBC pathogenesis and progression. Subsequently, we assessed the epithelial-mesenchymal transition (EMT) status of the hub genes using a combination of three scoring methods. The identified hub genes including, CDC6, MAPK15, CCNB2, BIRC7, L3MBTL1 were found to be regulators of cell cycle components which suggested their potential role in GBC pathogenesis and progression.

摘要

与其他癌症类型相比,胆囊癌(GBC)在人群中的发病率较低,但却是胆道系统癌症病例总数的主要构成部分。GBC因其高死亡率、显著的地理差异和不良预后而有别于其他恶性肿瘤。迄今为止,尚无针对GBC的系统性靶向治疗方法。本研究的主要目的是使用整合系统水平方法确定与GBC发生相关的分子特征。我们对公开可用的转录组数据进行分析,以识别差异调节的基因和通路。进行差异共表达网络分析和转录调控网络分析,以识别与GBC发病机制和进展相关的枢纽基因和枢纽转录因子(TFs)。随后,我们结合三种评分方法评估了枢纽基因的上皮-间质转化(EMT)状态。发现所识别的枢纽基因,包括细胞周期蛋白依赖性激酶6(CDC6)、丝裂原活化蛋白激酶15(MAPK15)、细胞周期蛋白B2(CCNB2)、杆状病毒IAP重复序列7(BIRC7)、赖氨酸甲基转移酶样蛋白1(L3MBTL1),是细胞周期成分的调节因子,这表明它们在GBC发病机制和进展中具有潜在作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f78/8397040/fccd20da8ffc/jcm-10-03520-g001.jpg

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