Integrative Multi-omics Analysis and Mendelian Randomization Reveal Potential Therapeutic Targets and their Stratification in Lung Squamous Cell Carcinoma.

IF 3.5 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Current medicinal chemistry Pub Date : 2025-02-06 DOI:10.2174/0109298673334210241228062116
Youpeng Chen, Enzhong Li, Zhenglin Chang, Yifei Xie, Xiaoyi Chen, Junquan Sun, Xuntao Lai, Zhangkai J Cheng, Baoqing Sun
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Abstract

Background: Lung Squamous Cell Carcinoma (LUSC), a major subtype of non-small cell lung cancer, presents significant treatment challenges due to limited targeted therapy options. This study aims to identify novel therapeutic targets to improve therapeutic strategies for LUSC.

Methods: By employing bulk RNA sequencing, Weighted Gene Co-expression Network Analysis (WGCNA), survival analysis, and Mendelian Randomization (MR), we pinpointed genes with prognostic relevance to LUSC. These genes were further scrutinized for their therapeutic potential through LASSO regression, Protein-Protein Interaction (PPI) network analysis, and immune infiltration assessments. To delve into the roles and cell-specific expressions of these genes within the LUSC microenvironment, pathway enrichment analysis, single-cell RNA sequencing (scRNA-seq), and pseudotime analysis were conducted.

Results: Our integrative approach identified 23 prognostically significant therapeutic targets, categorized into tier-one, tier-two, and tier-three genes based on their potential therapeutic relevance. Functional enrichment analyses highlighted the significant role of these genes in immune response regulation, particularly in T-cell receptor signaling and the complement system. scRNA-seq analysis revealed cell-type-specific expression patterns and pseudotime analysis provided insights into cellular heterogeneity and developmental trajectories in LUSC.

Conclusions: In this study, we identified 3 tier-one genes (MCM6, C4B, CTC-463A16.1), 7 tier-two genes (C4A, HLA-DRB9, LIMS2, LINC00654, MYO7B, SIGLEC5, TIE1), and 13 tier-three genes (AC007743.1, AC147651.4, ALDH2, BTN3A2, BTNL9, CCR1, GIPC3, HLA-DQB1, ICAM5, LIMD1, PM20D1, RP11-302L19.3, RP11-768F21.1).

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综合多组学分析和孟德尔随机化揭示肺鳞状细胞癌的潜在治疗靶点及其分层。
背景:肺鳞状细胞癌(Lung Squamous Cell Carcinoma, LUSC)是非小细胞肺癌的一个主要亚型,由于靶向治疗方案有限,在治疗上面临重大挑战。本研究旨在寻找新的治疗靶点,以改善LUSC的治疗策略。方法:通过大量RNA测序,加权基因共表达网络分析(WGCNA),生存分析和孟德尔随机化(MR),我们确定了与LUSC预后相关的基因。通过LASSO回归、蛋白-蛋白相互作用(PPI)网络分析和免疫浸润评估,进一步研究这些基因的治疗潜力。为了深入研究这些基因在LUSC微环境中的作用和细胞特异性表达,我们进行了途径富集分析、单细胞RNA测序(scRNA-seq)和伪时间分析。结果:我们的综合方法确定了23个预后显著的治疗靶点,根据其潜在的治疗相关性将其分为一级、二级和三级基因。功能富集分析强调了这些基因在免疫反应调节中的重要作用,特别是在t细胞受体信号传导和补体系统中。scRNA-seq分析揭示了细胞类型特异性表达模式,假时间分析揭示了LUSC的细胞异质性和发育轨迹。结论:本研究共鉴定到3个一级基因(MCM6、C4B、cgc - 463a16.1), 7个二级基因(C4A、HLA-DRB9、LIMS2、LINC00654、MYO7B、SIGLEC5、TIE1), 13个三级基因(AC007743.1、AC147651.4、ALDH2、BTN3A2、BTNL9、CCR1、GIPC3、HLA-DQB1、ICAM5、LIMD1、PM20D1、RP11-302L19.3、RP11-768F21.1)。
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来源期刊
Current medicinal chemistry
Current medicinal chemistry 医学-生化与分子生物学
CiteScore
8.60
自引率
2.40%
发文量
468
审稿时长
3 months
期刊介绍: Aims & Scope Current Medicinal Chemistry covers all the latest and outstanding developments in medicinal chemistry and rational drug design. Each issue contains a series of timely in-depth reviews and guest edited thematic issues written by leaders in the field covering a range of the current topics in medicinal chemistry. The journal also publishes reviews on recent patents. Current Medicinal Chemistry is an essential journal for every medicinal chemist who wishes to be kept informed and up-to-date with the latest and most important developments.
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