Integrative multi-omics study identifies sex-specific molecular signatures and immune modulation in bladder cancer.

IF 3.9 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Frontiers in bioinformatics Pub Date : 2025-05-19 eCollection Date: 2025-01-01 DOI:10.3389/fbinf.2025.1575790
Yizhou Wang, Priyanka Bhandary, Kevin Griffin, Jason H Moore, Xue Li, Zhiping Paul Wang
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Abstract

Introduction: Bladder cancer shows distinct sex-related patterns, with male patients experiencing significantly higher incidence and female patients facing poorer survival outcomes. This study aimed to investigate the biological mechanisms underlying these differences using integrative multi-omics analysis.

Methods: We analyzed bladder cancer data from TCGA and GTEx, including genomic mutations, gene expression profiles, and clinical information. We performed protein-protein interaction analysis, pathway enrichment, survival analysis, and immune cell correlation.

Results: We identified androgen receptor (AR)-related pathways as uniquely enriched in male-specific hub genes, while the Wnt signaling pathway was enriched in female-specific hub genes. In total, 14 male-specific hub genes showed significant sex-biased survival associations, including known markers-DLGAP5, SOX2, LAMA2, and COL5A2-and novel ones such as ERCC5, NID1, ANK2, and others. For females, three hub genes-RAD51C, COL22A1, and COL5A2-were identified as female-specific with survival associations. Additionally, four male-specific hub genes-DAXX, IKBKB, PDGFRA, and PPARG-were immune-related and showed sex-differential correlations with immune cell infiltration, with three of them associated with AR signaling regulation.

Discussion: These findings provide new insights into the molecular basis of sex differences in bladder cancer and could pave the way for more personalized and effective therapeutic strategies tailored to male and female patients.

综合多组学研究确定膀胱癌的性别特异性分子特征和免疫调节。
导言:膀胱癌表现出明显的性别相关模式,男性患者的发病率明显较高,而女性患者的生存预后较差。本研究旨在利用综合多组学分析探讨这些差异背后的生物学机制。方法:我们分析了TCGA和GTEx的膀胱癌数据,包括基因组突变、基因表达谱和临床信息。我们进行了蛋白相互作用分析、途径富集、存活分析和免疫细胞相关性分析。结果:我们发现雄激素受体(AR)相关通路在男性特异性中枢基因中富集,而Wnt信号通路在女性特异性中枢基因中富集。总共有14个男性特异性中心基因显示出显著的性别偏倚生存关联,包括已知的标记物——dlgap5、SOX2、LAMA2和col5a2——以及新的标记物,如ERCC5、NID1、ANK2等。对于女性,三个中心基因- rad51c, COL22A1和col5a2 -被确定为女性特有的与生存相关的基因。此外,4个男性特异性中枢基因daxx、IKBKB、PDGFRA和ppar与免疫细胞浸润相关,并表现出性别差异相关性,其中3个与AR信号调节有关。讨论:这些发现为膀胱癌性别差异的分子基础提供了新的见解,并为男性和女性患者量身定制更个性化和有效的治疗策略铺平了道路。
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CiteScore
2.60
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0.00%
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