A comprehensive analysis of mRNA expression profiles of Esophageal Squamous Cell Carcinoma reveals downregulation of Desmoglein 1 and crucial genomic targets

毒理基因组学 基因 生物 表观遗传学 计算生物学 基因表达 候选基因 基因表达谱 生物途径 生物信息学 癌症研究 遗传学
作者
Amal Alotaibi,Veerendra P. Gadekar,Pranav Swaroop Gundla,Sumana Mandarthi,Subramanyeshwari Ravi,Dhyeya Mallya,Asna Tungekar,B Lavanya,Ashok Kumar Bhagavath,MaryAnne Wong Cordero,Janne Pitkäniemi,Raviraja N. Seetharam,Asmatanzeem Bepari,Prashantha Hebbar
出处
期刊:Cancer Biomarkers [IOS Press]
卷期号:38 (4): 465-487
标识
DOI:10.3233/cbm-230145
摘要

Esophageal Squamous Cell Carcinoma (ESCC) is a histological subtype of esophageal cancer that begins in the squamous cells in the esophagus. In only 19% of the ESCC-diagnosed patients, a five-year survival rate has been seen. This necessitates the identification of high-confidence biomarkers for early diagnosis, prognosis, and potential therapeutic targets for the mitigation of ESCC.We performed a meta-analysis of 10 mRNA datasets and identified consistently perturbed genes across the studies. Then, integrated with ESCC ATLAS to segregate 'core' genes to identify consequences of primary gene perturbation events leading to gene-gene interactions and dysregulated molecular signaling pathways. Further, by integrating with toxicogenomics data, inferences were drawn for gene interaction with environmental exposures, trace elements, chemical carcinogens, and drug chemicals. We also deduce the clinical outcomes of candidate genes based on survival analysis using the ESCC related dataset in The Cancer Genome Atlas.We identified 237 known and 18 novel perturbed candidate genes. Desmoglein 1 (DSG1) is one such gene that we found significantly downregulated (Fold Change =-1.89, p-value = 8.2e-06) in ESCC across six different datasets. Further, we identified 31 'core' genes (that either harbor genetic variants or are regulated by epigenetic modifications) and found regulating key biological pathways via adjoining genes in gene-gene interaction networks. Functional enrichment analysis showed dysregulated biological processes and pathways including "Extracellular matrix", "Collagen trimmer" and "HPV infection" are significantly overrepresented in our candidate genes. Based on the toxicogenomic inferences from Comparative Toxicogenomics Database we report the key genes that interacted with risk factors such as tobacco smoking, zinc, nitroso benzylmethylamine, and drug chemicals such as cisplatin, Fluorouracil, and Mitomycin in relation to ESCC. We also point to the STC2 gene that shows a high risk for mortality in ESCC patients.We identified novel perturbed genes in relation to ESCC and explored their interaction network. DSG1 is one such gene, its association with microbiota and a clinical presentation seen commonly with ESCC hints that it is a good candidate for early diagnostic marker. Besides, in this study we highlight candidate genes and their molecular connections to risk factors, biological pathways, drug chemicals, and the survival probability of ESCC patients.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
Akun发布了新的文献求助10
1秒前
yang发布了新的文献求助10
1秒前
2秒前
2秒前
紧张的幻桃完成签到,获得积分10
3秒前
4秒前
SuperYu发布了新的文献求助10
4秒前
四然完成签到,获得积分10
5秒前
liujinzhi完成签到,获得积分10
5秒前
Wqian发布了新的文献求助10
6秒前
6秒前
归尘发布了新的文献求助10
7秒前
stt发布了新的文献求助10
7秒前
7秒前
香蕉觅云应助中将采纳,获得10
8秒前
小雨完成签到,获得积分10
8秒前
8秒前
He发布了新的文献求助10
9秒前
舒心的冷安完成签到,获得积分10
9秒前
wlkq发布了新的文献求助10
10秒前
10秒前
10秒前
温婉的不弱完成签到,获得积分20
10秒前
流流124141发布了新的文献求助200
11秒前
11秒前
香蕉觅云应助科研通管家采纳,获得10
11秒前
深情安青应助科研通管家采纳,获得10
11秒前
今后应助科研通管家采纳,获得10
11秒前
orixero应助科研通管家采纳,获得10
11秒前
orixero应助科研通管家采纳,获得10
11秒前
Lucas应助科研通管家采纳,获得10
11秒前
win应助科研通管家采纳,获得10
12秒前
12秒前
12秒前
今后应助科研通管家采纳,获得10
12秒前
完美世界应助科研通管家采纳,获得10
12秒前
Kirito应助科研通管家采纳,获得50
12秒前
Jasper应助科研通管家采纳,获得10
12秒前
我是老大应助科研通管家采纳,获得30
12秒前
搜集达人应助科研通管家采纳,获得10
12秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Encyclopedia of Agriculture and Food Systems Third Edition 2000
Clinical Microbiology Procedures Handbook, Multi-Volume, 5th Edition 临床微生物学程序手册,多卷,第5版 2000
人脑智能与人工智能 1000
King Tyrant 720
ACOG Practice Bulletin: Polycystic Ovary Syndrome 500
Silicon in Organic, Organometallic, and Polymer Chemistry 500
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5602734
求助须知:如何正确求助?哪些是违规求助? 4687724
关于积分的说明 14851119
捐赠科研通 4685087
什么是DOI,文献DOI怎么找? 2540031
邀请新用户注册赠送积分活动 1506793
关于科研通互助平台的介绍 1471448