Cao Lichao, Dai Haoyang, Wei Shangqing, Ba Ying, Chen Fang, Chen Yingying, Yu Chendi, Zhang Shenrui, Chen Erfei, Zhang Hezi
Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, Northwest University, Xi'an, China.
Shenzhen Nucleus Gene Technology Co., Ltd., Shenzhen, China.
Front Genet. 2025 Apr 1;16:1516232. doi: 10.3389/fgene.2025.1516232. eCollection 2025.
Colon adenocarcinoma (COAD) is characterized by high mortality and poor prognosis. Endoplasmic reticulum stress-related gene (ERSG) plays an indispensable role in the progression and immunotherapy of COAD. In this study, we evaluated the prognostic value of ERSGs in COAD.
We constructed and validated the ERSG-related prognostic signature based on public databases using univariate Cox analysis, Kaplan-Meier survival analysis, the LASSO method, and multivariate Cox analysis. In addition, TCGA-COAD, the Human Protein Atlas, and quantitative real-time PCR (q-PCR) were used to detect the mRNA and protein expressions of ERSGs in normal and cancer tissues/cells. The immunotherapeutic cohort was used to evaluate the predictive value of the ERSG signature for immunotherapeutic sensitivity.
The ERSG signature, consisted of HSPA1A, SERPINA1, and DAPK1, could predict the prognosis of patients with COAD. Clinicopathologic characteristics were significantly correlated with risk scores. There were significant differences in the proportion of tumor-infiltrating immune cells, the TP53 mutation rate, the expression of immune checkpoint-related genes, and IC50 of the chemotherapeutic drugs between the low- and high-risk groups. Compared with normal tissues, the mRNA and protein expressions of three ERSGs were decreased in cancer tissues. Compared with NCM460, the mRNA levels of HSPA1A and DAPK1 were decreased in the majority of COAD cell lines, whereas the mRNA level of SERPINA1 was increased in HCT116 and SW480, and reduced in SW620. The ERSG signature could be used as a predictor of immunotherapeutic outcomes.
The ERSG signature has a predictive value in the prognosis and immunotherapeutic sensitivity in COAD, helping guide the personalized treatment.
结肠腺癌(COAD)具有高死亡率和预后差的特点。内质网应激相关基因(ERSG)在COAD的进展和免疫治疗中起着不可或缺的作用。在本研究中,我们评估了ERSG在COAD中的预后价值。
我们使用单变量Cox分析、Kaplan-Meier生存分析、LASSO方法和多变量Cox分析,基于公共数据库构建并验证了ERSG相关的预后特征。此外,利用TCGA-COAD、人类蛋白质图谱和定量实时PCR(q-PCR)检测正常和癌组织/细胞中ERSG的mRNA和蛋白质表达。免疫治疗队列用于评估ERSG特征对免疫治疗敏感性的预测价值。
由HSPA1A、SERPINA1和DAPK1组成的ERSG特征可以预测COAD患者的预后。临床病理特征与风险评分显著相关。低风险组和高风险组在肿瘤浸润免疫细胞比例、TP53突变率、免疫检查点相关基因表达和化疗药物IC50方面存在显著差异。与正常组织相比,癌组织中三种ERSG的mRNA和蛋白质表达均降低。与NCM460相比,大多数COAD细胞系中HSPA1A和DAPK1的mRNA水平降低,而SERPINA1的mRNA水平在HCT116和SW480中升高,在SW620中降低。ERSG特征可作为免疫治疗结果的预测指标。
ERSG特征在COAD的预后和免疫治疗敏感性方面具有预测价值,有助于指导个性化治疗。