Liao Wenjing, Huang Mao, Du Xiaoyi, Tang Liangdan, Li Junwu, Tang Qin
The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Chongqing Health Center for Women and Children /Women and Children's Hospital of Chongqing Medical University, Chongqing, 401147, China.
Sci Rep. 2025 Jan 2;15(1):469. doi: 10.1038/s41598-024-84834-x.
Heat shock proteins (HSPs) are a kind of molecular chaperone that helps protein folding, which is closely related to cancer. However, the association between HSPs and clear cell renal clear cell carcinoma (ccRCC) is uncertain. We explored the prognostic value of HSP110, HSP90, HSP70 and HSP60 families in ccRCC and their role in tumor immune microenvironment. The data obtained from the Cancer Genome Atlas (TCGA) were applied to determine the differential expression of HSPs in normal tissues and ccRCC. We comprehensively analyzed the prognostic value of HSPs in ccRCC and constructed a prognostic signature. We further explored the differences of tumor immune microenvironment and targeted therapy based on the signature. Cell proliferation, invasion and metastasis were detected by CCK8 assay, wound healing and transwell. Three clusters were identified with differences in overall survival and tumor stage. 6-gene signature (HSPA8, HSP90B1, HSPA7, HSPA12B, HSPA4L, HSPA1L) was identified to predict ccRCC patients' prognosis. The signature was confirmed in the internal cohort. Survival analysis, receiver operating characteristic (ROC) curve, univariate and multivariate COX regression analysis demonstrated the accuracy and independence of signature. The expression of HSPA7, HSPA8 and HSP90B1 were validated with quantitative real-time PCR. Our signature played a pivotal role in predicting tumor immune microenvironment, immune checkpoint gene expression, drug sensitivity, and tumor mutational burden (TMB) in patients with ccRCC. Our cellular experiments confirmed HSPA7 promotes the proliferation, invasion and metastasis of ccCRC cells. The HSPs signature identified in this study could serve as potential biomarkers for predicting prognosis and treatment response in ccRCC patients. It may provide new ideas for the current research on targeted therapy and immunotherapy strategies for ccRCC patients.
热休克蛋白(HSPs)是一类有助于蛋白质折叠的分子伴侣,与癌症密切相关。然而,HSPs与肾透明细胞癌(ccRCC)之间的关联尚不确定。我们探讨了HSP110、HSP90、HSP70和HSP60家族在ccRCC中的预后价值及其在肿瘤免疫微环境中的作用。应用从癌症基因组图谱(TCGA)获得的数据来确定HSPs在正常组织和ccRCC中的差异表达。我们全面分析了HSPs在ccRCC中的预后价值并构建了一个预后特征。我们进一步基于该特征探讨了肿瘤免疫微环境的差异和靶向治疗。通过CCK8检测、伤口愈合实验和Transwell实验检测细胞增殖、侵袭和转移。确定了三个在总生存期和肿瘤分期方面存在差异的聚类。鉴定出一个6基因特征(HSPA8、HSP90B1、HSPA7、HSPA12B、HSPA4L、HSPA1L)来预测ccRCC患者的预后。该特征在内部分列中得到了验证。生存分析、受试者工作特征(ROC)曲线、单因素和多因素COX回归分析证明了该特征的准确性和独立性。通过定量实时PCR验证了HSPA7、HSPA8和HSP90B1的表达。我们的特征在预测ccRCC患者的肿瘤免疫微环境、免疫检查点基因表达、药物敏感性和肿瘤突变负荷(TMB)方面发挥了关键作用。我们的细胞实验证实HSPA7促进ccCRC细胞的增殖、侵袭和转移。本研究中鉴定出的HSPs特征可作为预测ccRCC患者预后和治疗反应的潜在生物标志物。它可能为目前ccRCC患者靶向治疗和免疫治疗策略的研究提供新思路。