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首页> 外文期刊>Molecular Therapy - Oncolytics >Characterization of the fatty acid metabolism in colorectal cancer to guide clinical therapy
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Characterization of the fatty acid metabolism in colorectal cancer to guide clinical therapy

机译:结肠直肠癌脂肪酸代谢的表征引导临床治疗

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摘要

Colorectal cancer (CRC) is one of the most common malignant tumors, with the second-highest mortality of all 36 cancers worldwide. The roles of fatty acid metabolism in CRC were investigated to explore potential therapeutic strategies. The data files were downloaded from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases. Univariate and least absolute shrinkage and selection operator (LASSO) Cox regression analyses were used to construct a prognostic risk score model with fatty acid metabolism-related genes for predicting prognosis in CRC. Patients with a high-risk score had a poorer prognosis in TCGA cohort than those with a low-risk score and were confirmed in the GEO cohort. Further analysis using the “pRRophetic” R package revealed that low-risk patients were more sensitive to 5-fluorouracil. A comprehensive evaluation of the association between prognostic risk score model and tumor microenvironment (TME) characteristics showed that high-risk patients were suitable for activating a type I/II interferon (IFN) response and inflammation-promoting function. Tumor Immune Dysfunction and Exclusion (TIDE) and SubMap algorithm results also demonstrated that high-risk patients are more suitable for anti-CTLA4 immunotherapy. Therefore, the evaluation of the fatty acid metabolism pattern promotes our comprehension of TME infiltration characteristics, thus guiding effective immunotherapy regimens.
机译:结肠直肠癌(CRC)是最常见的恶性肿瘤之一,全世界所有36种癌症的第二高死亡率。研究了脂肪酸代谢在CRC中的作用进行了研究,以探讨潜在的治疗策略。数据文件从癌症基因组Atlas(TCGA)和基因表达综合征(Geo)数据库下载。单变量和最低绝对收缩和选择操作员(套索)Cox回归分析用于构建具有脂肪酸代谢相关基因的预后风险评分模型,用于预测CRC预后。高风险评分的患者在TCGA队列中的预后较差,而且具有低风险评分,并在地理群组中确认。使用“前常”R包装进一步分析显示,低风险患者对5-氟尿嘧啶更敏感。综合评价预后风险分数模型与肿瘤微环境(TME)特征的关联表明,高危患者适用于激活I / II干扰素(IFN)响应和炎症促进功能。肿瘤免疫功能障碍和排除(潮汐)和子综合算法也表明,高风险患者更适合抗CTLA4免疫疗法。因此,对脂肪酸代谢模式的评价促进了我们对TME浸润特性的理解,从而引导了有效的免疫治疗方案。

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