Department of Urological Surgery, Liaoning Cancer Hospital & Institute, Cancer Hospital of China Medical University, No.44 Xiaoheyan Road, Dadong District, Shenyang, Liaoning Province 110042, PR China.
Department of Urological Surgery, Fourth affiliated Hospital of China Medical University, Shenyang 110000, PR China.
Transl Res. 2024 Apr;266:32-48. doi: 10.1016/j.trsl.2023.11.003. Epub 2023 Nov 20.
The current study performed bioinformatics and in vitro and in vivo experiments to explore the effects of ADAM8 on the malignant behaviors and immunotherapeutic efficacy of renal clear cell carcinoma (ccRCC) Cells. The modular genes most associated with immune cells were screened. Then, prognostic risk models were constructed by univariate COX analysis, LASSO regression analysis and multivariate COX analysis, and their diagnostic value was determined. The correlation between tumor mutation load (TMB) scores and the prognosis of ccRCC patients was clarified. Finally, six key genes (ABI3, ADAM8, APOL3, MX2, CCDC69, and STAC3) were analyzed for immunotherapy efficacy. Human and mouse ccRCC cell lines and human proximal tubular epithelial cell lines were used for in vitro cell experiments. The effect of ADAM8 overexpression or knockdown on tumor formation and survival in ccRCC cells was examined by constructing subcutaneous transplanted tumor model. Totally, 636 Black module genes were screened as being most associated with immune cell infiltration. Six genes were subsequently confirmed for the construction of prognostic risk models, of which ABI3, APOL3 and CCDC69 were low-risk factors, while ADAM8, MX2 and STAC3 were high-risk factors. The constructed risk model based on the identified six genes could accurately predict the prognosis of ccRCC patients. Besides, TMB was significantly associated with the prognosis of ccRCC patients. Furthermore, ABI3, ADAM8, APOL3, MX2, CCDC69 and STAC3 might play important roles in treatment concerning CTLA4 inhibitors or PD-1 inhibitors or combined inhibitors. Finally, we confirmed that ADAM8 could promote the proliferation, migration and invasion of ccRCC cells through in vitro experiments, and further found that in in vivo experiments, ADAM8 knockdown could inhibit tumor formation in ccRCC cells, improve the therapeutic effect of anti-PD1, and prolong the survival of mice. Our study highlighted the alleviative role of silencing ADAM8 in ccRCC patients.
本研究通过生物信息学和体外及体内实验,探讨 ADAM8 对肾透明细胞癌(ccRCC)细胞恶性行为和免疫治疗疗效的影响。筛选与免疫细胞最相关的模块基因。然后,通过单因素 COX 分析、LASSO 回归分析和多因素 COX 分析构建预后风险模型,并确定其诊断价值。阐明肿瘤突变负荷(TMB)评分与 ccRCC 患者预后的相关性。最后,分析了六个关键基因(ABI3、ADAM8、APOL3、MX2、CCDC69 和 STAC3)对免疫治疗疗效的影响。采用人及鼠 ccRCC 细胞系和人近端肾小管上皮细胞系进行体外细胞实验。通过构建皮下移植瘤模型,观察 ADAM8 过表达或敲低对 ccRCC 细胞肿瘤形成和生存的影响。共筛选出 636 个 Black 模块基因作为与免疫细胞浸润最相关的基因。随后,进一步确认了 6 个基因用于构建预后风险模型,其中 ABI3、APOL3 和 CCDC69 为低风险因素,而 ADAM8、MX2 和 STAC3 为高风险因素。基于所确定的 6 个基因构建的风险模型可准确预测 ccRCC 患者的预后。此外,TMB 与 ccRCC 患者的预后显著相关。此外,ABI3、ADAM8、APOL3、MX2、CCDC69 和 STAC3 可能在 CTLA4 抑制剂或 PD-1 抑制剂或联合抑制剂治疗中发挥重要作用。最后,我们通过体外实验证实 ADAM8 可促进 ccRCC 细胞的增殖、迁移和侵袭,进一步在体内实验中发现,ADAM8 敲低可抑制 ccRCC 细胞的肿瘤形成,提高抗 PD-1 的治疗效果,延长小鼠的生存时间。本研究强调了沉默 ADAM8 在 ccRCC 患者中的缓解作用。