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KRAS mutations are negatively correlated with immunity in colon cancer

机译:KRAS突变与结肠癌免疫力相关

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摘要

The heterogeneity of colon cancer tumors suggests that therapeutics targeting specific molecules may be effective in only a few patients. It is therefore necessary to explore gene mutations in colon cancer. In this study, we obtained colon cancer samples from The Cancer Genome Atlas, and the International Cancer Genome Consortium. We evaluated the landscape of somatic mutations in colon cancer and found that KRAS mutations, particularly rs121913529, were frequent and had prognostic value. Using ESTIMATE analysis, we observed that the KRAS-mutated group had higher tumor purity, lower immune score, and lower stromal score than the wild-type group. Through single-sample Gene Set Enrichment Analysis and Gene Set Enrichment Analysis, we found that KRAS mutations negatively correlated with enrichment levels of tumor infiltrating lymphocytes, inflammation, and cytolytic activities. HLA gene expression and checkpoint-related genes were also lower in the KRAS-mutated group. Finally, we found 24 immune-related genes that differed in expression between the KRAS-mutated and wild-type samples, which may provide clues to the mechanism of KRAS-related immune alteration. Our findings are indicative of the prognostic and predictive value of KRAS and illustrate the relationship between KRAS mutations and immune activity in colon cancer.
机译:结肠癌肿瘤的异质性表明,靶向特异性分子的治疗剂在仅少数患者中可能是有效的。因此有必要探索结肠癌中的基因突变。在这项研究中,我们从癌症基因组地图集获得了结肠癌样本,以及国际癌症基因组联盟。我们评估了结肠癌中躯体突变的景观,发现KRAS突变,特别是Rs121913529频繁并具有预后值。使用估计分析,我们观察到KRAS-突变组具有较高的肿瘤纯度,低免疫评分和低于野生型组的基质得分。通过单样本基因设定富集分析和基因设定富集分析,我们发现KRA突变与肿瘤浸润淋巴细胞,炎症和细胞溶解活性的富集水平负相关。在KRAS突变组中,HLA基因表达和相关基因也较低。最后,我们发现24个免疫相关基因,其在KRAS突变和野生型样品之间表达不同,这可以提供与KRA相关的免疫改变的机制的线索。我们的发现表明KRA的预后和预测值,并说明了结肠癌KRAS突变与免疫活性之间的关系。

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