Department of Pathology, School of Basic Medicine Sciences; Pathology Diagnosis and Research Center of Affiliated Hospital, Guangdong Medical University, Zhanjiang, 524023, PR China.
Department of Pathology, Shanghai Dongfang Hospital, Shanghai, 200120, PR China.
BMC Cancer. 2023 Feb 9;23(1):135. doi: 10.1186/s12885-023-10616-9.
Stonin1 (STON1) is an endocytic protein but its role in cancer remains unclear. Here, we investigated the immune role of STON1 in kidney renal clear cell carcinoma (KIRC).
We undertook bioinformatics analyses of the expression and clinical significance of STON1 in KIRC through a series of public databases, and the role of STON1 in the tumor microenvironment and the predictive value for immunotherapy and targeted treatment in KIRC were identified with R packages. STON1 expression was validated in clinical KIRC tissues as well as in KIRC and normal renal tubular epithelial cells.
Through public databases, STON1 mRNA was found to be significantly downregulated in KIRC compared with normal controls, and decreased STON1 was related to grade, TNM stage, distant metastasis and status of KIRC patients. Compared with normal controls, STON1 was found to be downregulated in KIRC tissues and cell lines. Furthermore, OncoLnc, Kaplan-Meier, and GEPIA2 analyses also suggested that KIRC patients with high STON1 expression had better overall survival. The high STON1 group with enriched immune cells had a more favorable prognosis than the low STON1 group with decreased immune cells. Single sample Gene Set Enrichment Analysis and Gene Set Variation Analysis indicated that STON1 creates an immune non-inflamed phenotype in KIRC. Moreover, STON1 was positively associated with mismatch repair proteins and negatively correlated with tumor mutational burden. Furthermore, Single sample Gene Set Enrichment Analysis algorithm and Pearson analysis found that the low STON1 group was more sensitive to immune checkpoint blockage whereas the high STON1 group was relatively suitable for targeted treatment.
Decreased STON1 expression in KIRC leads to clinical progression and poor survival. Mechanically, low STON1 expression is associated with an aberrant tumor immune microenvironment. Low STON1 is likely to be a favorable indicator for immunotherapy response but adverse indicator for targeted therapeutics in KIRC.
Stonin1(STON1)是一种内吞蛋白,但它在癌症中的作用尚不清楚。在这里,我们研究了 STON1 在肾透明细胞癌(KIRC)中的免疫作用。
我们通过一系列公共数据库对 KIRC 中 STON1 的表达和临床意义进行了生物信息学分析,并使用 R 包确定了 STON1 在肿瘤微环境中的作用以及对 KIRC 免疫治疗和靶向治疗的预测价值。我们在临床 KIRC 组织以及 KIRC 和正常肾小管上皮细胞中验证了 STON1 的表达。
通过公共数据库发现,与正常对照相比,KIRC 中 STON1mRNA 显著下调,并且降低的 STON1 与 KIRC 患者的分级、TNM 分期、远处转移和状态有关。与正常对照相比,STON1 在 KIRC 组织和细胞系中下调。此外,OncoLnc、Kaplan-Meier 和 GEPIA2 分析也表明,STON1 高表达的 KIRC 患者总生存率更好。富含免疫细胞的高 STON1 组比免疫细胞减少的低 STON1 组预后更好。单样本基因集富集分析和基因集变异分析表明,STON1 在 KIRC 中产生免疫非炎症表型。此外,STON1 与错配修复蛋白呈正相关,与肿瘤突变负担呈负相关。此外,单样本基因集富集分析算法和 Pearson 分析发现,低 STON1 组对免疫检查点阻断更敏感,而高 STON1 组对靶向治疗相对合适。
KIRC 中 STON1 表达降低导致临床进展和生存不良。从机制上讲,低 STON1 表达与异常的肿瘤免疫微环境有关。低 STON1 可能是 KIRC 免疫治疗反应的有利指标,但对靶向治疗不利。