Medical and Biological Computing Laboratory, School of Biosciences and Technology (SBST), Vellore Institute of Technology (VIT), Vellore, Tamil Nadu, India.
Department of Bio-Sciences, School of Biosciences and Technology (SBST), Vellore Institute of Technology (VIT), Vellore, Tamil Nadu, India.
J Mol Recognit. 2024 Jan;37(1):e3064. doi: 10.1002/jmr.3064. Epub 2023 Oct 7.
Gel-forming mucin MUC5B is significantly deregulated in lung adenocarcinoma (LUAD), however, its role in tumor progression is not yet clearly understood. Here, we used an integrated computational-pipeline-initiated with gene expression analysis followed by network, functional-enrichment, O-linked glycosylation analyses, mutational profiling, and immune cell infiltration estimation to functionally characterize MUC5B gene in LUAD. Thereafter, clinical biomarker validation was supported by the overall survival (OA) and comparative expression profiling across clinical stages using computational algorithms. The gene expression profile of LUAD identified MUC5B to be significantly up-regulated (logFC: 2.36; p-value: 0.01). Network analysis on LUAD interactome screened MUC5B-related genes, having key enrichment in immune suppression and O-linked glycosylation with serine-threonine-rich tandem repeats being highly glycosylated. Furthermore, positive correlation of mutant MUC5B with immune cells in tumor microenvironment (TME) such as cancer-associated fibroblasts and myeloid-derived suppressor cells indicates TME-mediated tumor progression. The positive correlation with immune inhibitors suggested the enhanced tumor proliferation mediated by MUC5B. Structural stability due to genetic alterations identified overall rigid N-H-backbone dynamics (S : 0.756), indicating an overall stable mutant protein. Moreover, the low median OA (<50 months) with a hazard ratio of 1.4 and clinical profile of MUC5B gene showed high median expression corresponding to lymph node (N2) and tumor (T3) stages. Our study concludes by highlighting the functional role of O-glycosylated and mutant MUC5B in promoting LUAD by immune suppression. Further, clinical gene expression validation of MUC5B suggests its potential role as a diagnostic biomarker for LUAD metastasis.
胶凝黏液素 MUC5B 在肺腺癌 (LUAD) 中显著失调,但其在肿瘤进展中的作用尚不清楚。在这里,我们使用了一种综合的计算分析流程,首先进行基因表达分析,然后进行网络、功能富集、O-连接糖基化分析、突变分析和免疫细胞浸润估计,以功能表征 LUAD 中的 MUC5B 基因。此后,通过计算算法支持的总体生存 (OA) 和临床阶段的比较表达分析,对临床生物标志物进行了验证。LUAD 的基因表达谱确定 MUC5B 显著上调(logFC:2.36;p 值:0.01)。LUAD 相互作用组的网络分析筛选出与 MUC5B 相关的基因,它们在免疫抑制和 O-连接糖基化方面具有关键富集,丝氨酸-苏氨酸丰富的串联重复序列高度糖基化。此外,肿瘤微环境 (TME) 中突变 MUC5B 与癌症相关成纤维细胞和髓源性抑制细胞等免疫细胞的正相关表明 TME 介导的肿瘤进展。与免疫抑制剂的正相关表明 MUC5B 增强了肿瘤的增殖。由于遗传改变而确定的整体刚性 N-H-骨架动力学(S:0.756)表明整体稳定的突变蛋白。此外,中位 OA 较低(<50 个月),风险比为 1.4,MUC5B 基因的临床特征显示出与淋巴结 (N2) 和肿瘤 (T3) 阶段相对应的高中位表达。我们的研究得出的结论是,O-糖基化和突变 MUC5B 通过免疫抑制促进 LUAD 的功能作用。此外,MUC5B 的临床基因表达验证表明其作为 LUAD 转移的潜在诊断生物标志物的作用。