Ma Mingyu, Wang Shufei, Wang Kongjia, Jiang Bo, Li Jingwen, Hou Sichuan
Qingdao Municipal Hospital, Qingdao University, No.5, Donghai Middle Road, Shinan District, Qingdao, 266001, Shandong, People's Republic of China.
College of Clinical and Basic Medical Sciences, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, 250000, Shandong, People's Republic of China.
Sci Rep. 2025 May 30;15(1):19017. doi: 10.1038/s41598-025-01357-9.
Bladder cancer (BLCA) and diabetes mellitus (DM) are two prevalent diseases that may share molecular mechanisms, suggesting potential links between metabolic disorders and cancer. Using bioinformatics approaches, we integrated multiple databases to identify common genes between BLCA and DM, screening for potential biomarkers. CXCL12 (C-X-C motif chemokine 12, also known as stromal cell-derived factor 1 , SDF-1) was ultimately identified as a key gene, followed by comprehensive analyses including immune infiltration analysis, functional enrichment analysis, survival analysis, clinicopathological correlation analysis, TIDE immune prediction scoring, and immunophenoscore (IPS) scoring comparison. The results indicate that CXCL12 is associated with altered immune cell function and tumor characteristics under elevated blood glucose levels, influencing the tumor microenvironment and promoting disease progression. The results elucidate the molecular underpinnings of BLCA and DM, establishing a basis for subsequent investigations into common mechanisms and the formulation of targeted therapeutic approaches. Research on shared biomarkers, such as CXCL12, between metabolic diseases and tumors aids in the precise prevention and control of comorbidities' adverse effects on tumor progression. This approach significantly reduces the health burden linked to comorbidities.
膀胱癌(BLCA)和糖尿病(DM)是两种常见疾病,它们可能共享分子机制,这表明代谢紊乱与癌症之间存在潜在联系。我们使用生物信息学方法整合了多个数据库,以识别BLCA和DM之间的共同基因,筛选潜在的生物标志物。最终确定C-X-C基序趋化因子12(CXCL12,也称为基质细胞衍生因子1,SDF-1)为关键基因,随后进行了包括免疫浸润分析、功能富集分析、生存分析、临床病理相关性分析、TIDE免疫预测评分以及免疫表型评分(IPS)比较在内的综合分析。结果表明,在血糖水平升高的情况下,CXCL12与免疫细胞功能改变和肿瘤特征相关,影响肿瘤微环境并促进疾病进展。这些结果阐明了BLCA和DM的分子基础,为后续对共同机制的研究和靶向治疗方法的制定奠定了基础。对代谢疾病和肿瘤之间共享生物标志物(如CXCL12)的研究有助于精确预防和控制合并症对肿瘤进展的不利影响。这种方法显著减轻了与合并症相关的健康负担。