Comprehensive analysis of MAPK genes in the prognosis, immune characteristics, and drug treatment of renal clear cell carcinoma using bioinformatic analysis and Mendelian randomization

MAPK/ERK通路 肾透明细胞癌 肾细胞癌 基因 免疫系统 免疫疗法 表观遗传学 生物 肿瘤科 医学 癌症研究 激酶 遗传学 免疫学
作者
Xinyi Zheng,Yiqiu Wang,Xiaoyan Qiu
出处
期刊:European Journal of Pharmacology [Elsevier BV]
卷期号:980: 176840-176840 被引量:6
标识
DOI:10.1016/j.ejphar.2024.176840
摘要

Mitogen-activated protein kinase (MAPK) signalling is vitally important in tumour development and progression. This study is the first to comprehensively analyse the role of MAPK-family genes in the progression, prognosis, immune-cell infiltration, methylation, and potential therapeutic value drug candidates in ccRCC. We identified a novel prognostic panel of six MAPK-signature genes (MAP3K12, MAP3K1, MAP3K5, MAPK1, MAPK8, MAPK9), and introduced a robust MAPK-signature risk model for predicting ccRCC prognosis. Model construction, evaluation, and external validation using datasets from the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) database demonstrated its stability, as well as high sensitivity and specificity. Enrichment analysis suggested the participation of immune-mediated mechanism in MAPK dysregulation in ccRCC. Immune-infiltration analysis confirmed the relationship and revealed that the MAPK-signature risk model might stratify immunotherapy response in ccRCC, which was verified in drug sensitivity analysis and validated in external ccRCC immunotherapy dataset (GSE67501). Potential therapeutic drug predictions for key MAPKs using DSigDB, Network Analyst, CTD, and DGIdb were subsequently verified by molecular docking with AutoDock Vina and PyMol. Mendelian randomization further demonstrated the possibilities of the MAPK-signature genes as targets for therapeutic drugs in ccRCC. Methylation analysis using UALCAN and MethSurv revealed the participation of epigenetic modifications in dysregulation and survival difference of MAPK pathway in ccRCC. Among the key MAPKs, MAP3K12 exhibited the highest significance, indicating its independent prognostic value as single gene in ccRCC. Knockout and overexpression validation experiments in vitro and in vivo found that MAP3K12 acted as a promoter of tumour progression in RCC, suggesting a pivotal role for MAP3K12 in the proliferation, migration, and invasion of RCC cells. Our findings proposed the potential of MAPK-signature genes as biomarkers for prognosis and therapy response, as well as targets for therapeutic drugs in ccRCC.
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
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
屙蓝屎伯嘢关注了科研通微信公众号
刚刚
西西完成签到,获得积分10
刚刚
巫马尔槐完成签到,获得积分10
1秒前
1秒前
马茹完成签到,获得积分10
1秒前
卡皮巴拉发布了新的文献求助10
1秒前
1秒前
1秒前
2秒前
6713完成签到,获得积分10
2秒前
JamesPei应助lixia采纳,获得10
2秒前
3秒前
3秒前
Akim应助米库罗罗罗罗罗7采纳,获得30
3秒前
3秒前
3秒前
今天好事发生完成签到,获得积分10
3秒前
大豪子完成签到,获得积分10
3秒前
aaaaaa完成签到 ,获得积分10
4秒前
rhea发布了新的文献求助10
4秒前
CuCd完成签到 ,获得积分10
4秒前
99发布了新的文献求助10
4秒前
4秒前
okisseven7完成签到,获得积分10
4秒前
十音完成签到,获得积分10
4秒前
4秒前
楸霁发布了新的文献求助10
4秒前
李健应助吃皮采纳,获得10
4秒前
5秒前
马茹发布了新的文献求助10
5秒前
彭彭完成签到,获得积分10
5秒前
5秒前
愤怒的小鸟完成签到,获得积分10
5秒前
5秒前
完美世界应助里奥采纳,获得10
5秒前
5秒前
领导范儿应助周周采纳,获得10
6秒前
大个应助王思甜采纳,获得10
6秒前
蛋小蛋完成签到,获得积分10
6秒前
ashely发布了新的文献求助10
6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
Autoparametric Resonance in Mechanical Systems 1000
Effects of Two Weeks of Red Light Therapy on Choroidal Thickness and Axial Length in Young Adults 700
Cosmos as Art Object: Studies in Plato's Timaeus and Other Dialogues 600
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
the fractional Laplacian 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7668811
求助须知:如何正确求助?哪些是违规求助? 9237187
关于积分的说明 19885407
捐赠科研通 7237975
什么是DOI,文献DOI怎么找? 3284163
关于科研通互助平台的介绍 2442994
邀请新用户注册赠送积分活动 2285870