Zheng Di, Ning Jinzhuo, Xia Yuqi, Ruan Yuan, Cheng Fan
Department of Urology, Renmin Hospital of Wuhan University, Wuhan, China.
Front Oncol. 2022 Oct 31;12:1008714. doi: 10.3389/fonc.2022.1008714. eCollection 2022.
The homeobox (HOX) family genes have been linked to multiple types of tumors, while their effect on malignant behaviors of clear cell renal cell carcinoma (ccRCC) and clinical significance remains largely unknown. Here, we comprehensively analyzed the expression profiles and prognostic value of HOX genes in ccRCC using datasets from The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) databases. We developed a prognostic signature comprising eight HOX genes (, , , , , , , and ) for overall survival prediction in ccRCC and it allowed patients to be subdivided into high- and low-risk groups. Kaplan-Meier survival analysis in all the internal and external cohorts revealed significant difference in clinical outcome of patients in different risk groups, indicating the satisfactory predictive power of the signature. Additionally, we constructed a prognostic nomogram by integrating signature-derived risk score and clinical factors such as gender, age, T and M status, which might be helpful for clinical decision-making and designing tailored management schedules. Immunological analysis revealed that the regulatory T cells (Tregs) infiltrated differently between the two subgroups in both TCGA and ICGC cohorts. ssGSEA method showed that the enrichment scores for mast cells were significantly lower in high-risk group compared with the low-risk group, which was consistent in both TCGA and ICGC cohorts. As for the related immune function, the enrichment scores of APC co-inhibition, para-inflammation, and type II IFN response were consistently lower in high-risk group in both cohorts. Of the eight HOX genes, the mRNA and protein levels of HOXD8 were downregulated in ccRCC than that in normal tissues, and decreased expression of HOXD8 was associated with increased tumor grade and stage, and lymph node metastasis. Survival analysis revealed that lower expression of predicted worse overall survival in ccRCC. In conclusion, our HOX gene-based signature was a favorable indicator to predict the prognosis of ccRCC cases and associated with immune cell infiltration. might be a tumor suppressor gene in ccRCC and a potential predictor of tumor progression.
同源盒(HOX)家族基因已与多种类型的肿瘤相关联,然而它们对肾透明细胞癌(ccRCC)恶性行为的影响及临床意义在很大程度上仍不清楚。在此,我们使用来自癌症基因组图谱(TCGA)和国际癌症基因组联盟(ICGC)数据库的数据集,全面分析了HOX基因在ccRCC中的表达谱及预后价值。我们开发了一种包含八个HOX基因(、、、、、、和)的预后特征,用于预测ccRCC患者的总生存期,并能将患者分为高风险组和低风险组。在所有内部和外部队列中的Kaplan-Meier生存分析显示,不同风险组患者的临床结局存在显著差异,表明该特征具有良好的预测能力。此外,我们通过整合特征衍生的风险评分和性别、年龄、T和M分期等临床因素构建了一个预后列线图,这可能有助于临床决策和制定个性化的管理方案。免疫分析显示,在TCGA和ICGC队列的两个亚组中,调节性T细胞(Tregs)的浸润情况不同。单样本基因集富集分析(ssGSEA)方法显示,与低风险组相比,高风险组中肥大细胞的富集分数显著更低,这在TCGA和ICGC队列中均一致。至于相关免疫功能,在两个队列中,高风险组中抗原呈递细胞(APC)共抑制、旁炎症和II型干扰素反应的富集分数始终较低。在这八个HOX基因中,ccRCC中HOXD8的mRNA和蛋白水平低于正常组织,HOXD8表达降低与肿瘤分级、分期增加以及淋巴结转移相关。生存分析显示,在ccRCC中,较低的表达预示着更差的总生存期。总之,我们基于HOX基因的特征是预测ccRCC患者预后的良好指标,并与免疫细胞浸润相关。在ccRCC中可能是一个肿瘤抑制基因,也是肿瘤进展的潜在预测指标。