通过上皮-间质转化确定的新型高风险模型可预测直肠癌的预后和放射抗性。

IF 3 2区 医学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Molecular Carcinogenesis Pub Date : 2024-11-01 Epub Date: 2024-07-26 DOI:10.1002/mc.23797
Feiyu Qin, Zehua Bian, Lingzhen Jiang, Yulin Cao, Junhui Tang, Liang Ming, Yan Qin, Zhaohui Huang, Yuan Yin
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引用次数: 0

摘要

许多研究表明,放疗后存活的肿瘤细胞更容易转移,但其潜在机制仍不清楚。在此,我们旨在找出与直肠癌预后和放疗敏感性相关的上皮-间质转化(EMT)相关关键基因。首先,我们分别从癌症基因组图谱数据库、EMT相关基因和放疗相关数据库中检索直肠癌的RNA表达谱,分析其差异表达基因。然后,根据已确定的独立保护因子Fibulin5(FBLN5)和独立风险基因EHMT2,使用Lasso和Cox回归分析建立了EMT相关预后模型(EMTPM)。高EMTPM组的预后明显较差。然后,我们在外部临床验证队列中对该特征进行了评估。通过体内实验,我们进一步证明了 EMTPM 能有效区分放射耐药和放射敏感的直肠癌患者。此外,与同类患者相比,高EMTPM组患者的免疫检查点表达量有所增加。最后,对 EMTPM 模型进行的泛癌症分析还表明,该模型具有预测接受放疗的肺鳞癌和乳腺癌患者预后的潜力。总之,我们根据 FBLN5 和 EHMT2 的表达建立了一个新的直肠癌预后和放射抗性预测模型,并认为免疫微环境可能参与了放射抗性的过程。这一预测模型可用于选择直肠癌的治疗策略。
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A novel high-risk model identified by epithelial-mesenchymal transition predicts prognosis and radioresistance in rectal cancer.

Many studies have shown that tumor cells that survive radiotherapy are more likely to metastasize, but the underlying mechanism remains unclear. Here we aimed to identify epithelial-mesenchymal transition (EMT)-related key genes, which associated with prognosis and radiosensitivity in rectal cancer. First, we obtained differentially expressed genes by analyzing the RNA expression profiles of rectal cancer retrieved from The Cancer Genome Atlas database, EMT-related genes, and radiotherapy-related databases, respectively. Then, Lasso and Cox regression analyses were used to establish an EMT-related prognosis model (EMTPM) based on the identified independent protective factor Fibulin5 (FBLN5) and independent risk gene EHMT2. The high-EMTPM group exhibited significantly poorer prognosis. Then, we evaluated the signature in an external clinical validation cohort. Through in vivo experiments, we further demonstrated that EMTPM effectively distinguishes radioresistant from radiosensitive patients with rectal cancer. Moreover, individuals in the high-EMTPM group showed increased expression of immune checkpoints compared to their counterparts. Finally, pan-cancer analysis of the EMTPM model also indicated its potential for predicting the prognosis of lung squamous cell carcinoma and breast cancer patients undergoing radiotherapy. In summary, we established a novel predictive model for rectal cancer prognosis and radioresistance based on FBLN5 and EHMT2 expressions, and suggested that immune microenvironment may be involved in the process of radioresistance. This predictive model could be used to select management strategies for rectal cancer.

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来源期刊
Molecular Carcinogenesis
Molecular Carcinogenesis 医学-生化与分子生物学
CiteScore
7.30
自引率
2.20%
发文量
112
审稿时长
2 months
期刊介绍: Molecular Carcinogenesis publishes articles describing discoveries in basic and clinical science of the mechanisms involved in chemical-, environmental-, physical (e.g., radiation, trauma)-, infection and inflammation-associated cancer development, basic mechanisms of cancer prevention and therapy, the function of oncogenes and tumors suppressors, and the role of biomarkers for cancer risk prediction, molecular diagnosis and prognosis.
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