Abstract 1189: Association of RAS pathway mutations with lower CD8+ T cell infiltration and 2-year survival rate in Stage-III colorectal adenocarcinoma patients

Zhi-peng Jiang, Feilong Zhao, Hui Chen, Xiaochen Zhao, Yue-zong Bai
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Abstract

Background: The oncogenic pathways, including WNT, TP53, RAS, PI3K and TGFβ, were associated with tumor progression in colorectal adenocarcinomas (CRC). However, a majority of CRC patients have mutations from multiple pathways simultaneously, which makes it difficult to identify the key pathway influencing prognosis of CRC. Herein, we aimed to evaluate the novel dominant pathway-typing method in predicting the prognosis of Stage-III CRC. Methods: Clinicopathologic and molecular variation data of Stage-III CRC patients (n=152) were obtained from The Cancer Genome Atlas database (TCGA). Immune cell infiltration level of the tumor was calculated by xCell (https://xcell.ucsf.edu/). Oncogenic pathway genes were classified according to a TCGA study (PMID: 29625050). In each patient, the dominant pathway-typing were based on which pathway the genes with the highest variant-allele-frequency (VAF) belongs to. Results: In all, 124/152 (82%) patients had mutation on at least one of the oncogenic pathway genes and 120/124 (97%) patients harbored mutations from two or more pathways simultaneously. According to their dominant pathway-typing method, the patients were classified into five groups: WNT (n=45), RAS (n=26), TP53 (n=36), PI3K (n=8) and TGFβ (n=9) groups. There was no significant difference in OS among the five groups. However, the two-year survival rate of RAS group was significantly lower than that of WNT (p=0.042) and TP53 (p=0.035) groups. Further, we found that the infiltration of CD8+ T cell was significantly lower in RAS group compared to WNT group (with median infiltration score: 0.005 vs 0.013, p=0.024). Importantly, we found that among the RAS group without CD8+ T-cell infiltration, 63% (5/8) patients were died within two years after diagnosis. While the two-year death rate of WNT and TP53 groups without CD8+ T cell infiltration were zero (0/6) and 14% (1/7). And the two-year death rate of RAS, WNT and TP53 groups with CD8+ T cell infiltration were 17% (1/6), 11% (3/27) and 8% (1/13), respectively. Conclusion: RAS pathway mutation may be associated with low CD8+ T cell infiltration and promote the two-year death rate of stage-III CRC patients using dominant pathway-typing method. And further larger cohorts are needed to validate these findings and the underlying mechanisms. Citation Format: Zhipeng Jiang, Feilong Zhao, Hui Chen, Xiaochen Zhao, Yuezong Bai. Association of RAS pathway mutations with lower CD8+ T cell infiltration and 2-year survival rate in Stage-III colorectal adenocarcinoma patients [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 1189.
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摘要:RAS通路突变与iii期结直肠癌患者低CD8+ T细胞浸润和2年生存率的关系
背景:WNT、TP53、RAS、PI3K和TGFβ等致癌途径与结直肠癌(CRC)的肿瘤进展相关。然而,大多数CRC患者同时存在多种途径的突变,这使得很难确定影响CRC预后的关键途径。在此,我们旨在评估新的优势通路分型方法在预测iii期CRC预后中的作用。方法:从癌症基因组图谱数据库(TCGA)中获取152例iii期结直肠癌患者的临床病理和分子变异数据。利用xCell软件(https://xcell.ucsf.edu/)计算肿瘤免疫细胞浸润水平。根据TCGA研究(PMID: 29625050)对致癌途径基因进行分类。在每个患者中,显性途径分型是基于变异等位基因频率(VAF)最高的基因属于哪个途径。结果:124/152例(82%)患者至少有一种致癌途径基因突变,120/124例(97%)患者同时有两种或两种以上途径突变。根据优势通路分型方法将患者分为5组:WNT组(n=45)、RAS组(n=26)、TP53组(n=36)、PI3K组(n=8)和TGFβ组(n=9)。五组间OS差异无统计学意义。RAS组2年生存率明显低于WNT组(p=0.042)和TP53组(p=0.035)。此外,我们发现RAS组的CD8+ T细胞浸润明显低于WNT组(浸润评分中位数:0.005 vs 0.013, p=0.024)。重要的是,我们发现在没有CD8+ t细胞浸润的RAS组中,63%(5/8)的患者在诊断后两年内死亡。无CD8+ T细胞浸润的WNT组和TP53组2年死亡率分别为0(0/6)和14%(1/7)。CD8+ T细胞浸润的RAS组、WNT组和TP53组2年死亡率分别为17%(1/6)、11%(3/27)和8%(1/13)。结论:RAS通路突变可能与CD8+ T细胞低浸润有关,并可提高显性通路分型方法诊断的iii期结直肠癌患者两年死亡率。需要更大的队列来验证这些发现和潜在的机制。引用格式:蒋志鹏,赵飞龙,陈辉,赵晓晨,白岳宗。RAS通路突变与iii期结直肠癌患者低CD8+ T细胞浸润及2年生存率的关系[摘要]。见:美国癌症研究协会2021年年会论文集;2021年4月10日至15日和5月17日至21日。费城(PA): AACR;癌症杂志,2021;81(13 -增刊):1189。
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