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MTOR 的基因组特征可能是人类结直肠癌的免疫原性标志物。

Genomic signature of MTOR could be an immunogenicity marker in human colorectal cancer.

机构信息

Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.

Shanghai Minimally Invasive Surgery Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.

出版信息

BMC Cancer. 2022 Jul 26;22(1):818. doi: 10.1186/s12885-022-09901-w.

Abstract

BACKGROUND

The mTOR signaling pathway plays an important role in cancer. As a master regulator, the status of MTOR affects pathway activity and the efficacy of mTOR inhibitor therapy. However, little research has been performed to explore MTOR in colorectal cancer (CRC).

METHODS

In this study, gene expression and clinical data were analyzed using The Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) databases. Signaling pathways related to MTOR in CRC were identified by Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and gene set enrichment analysis (GSEA). Somatic mutation data were downloaded from TCGA and analyzed using the maftools R package. Tumor Immune Estimation Resource (TIMER) and CIBERSORT were used to analyze correlations between MTOR and tumor-infiltrating immune cells (TIICs). Finally, we detected MTOR mutations in a CRC cohort from our database using whole-exome sequencing.

RESULTS

We found that MTOR was overexpressed in Asian CRC patients and associated with a poor prognosis. Enrichment analysis showed that MTOR was involved in metabolism, cell adhesion, and translation pathways in CRC. High MTOR expression was correlated with high tumor mutation burden (TMB) and several TIICs. Finally, we found that the mTOR signaling pathway was activated in CRC lines characterized by microsatellite instability (MSI), and the frequency of MTOR mutations was higher in MSI-high (MSI-H) patients than in microsatellite stable (MSS) patients.

CONCLUSIONS

MTOR may represent a comprehensive indicator of prognosis and immunological status in CRC. The genomic signatures of MTOR may provide guidance for exploring the role of mTOR inhibitors in CRC.

摘要

背景

mTOR 信号通路在癌症中发挥着重要作用。作为主调控因子,MTOR 的状态影响着通路的活性以及 mTOR 抑制剂治疗的效果。然而,目前针对结直肠癌(CRC)中 MTOR 的研究甚少。

方法

本研究通过 The Cancer Genome Atlas(TCGA)和 Gene Expression Omnibus(GEO)数据库分析基因表达和临床数据。通过基因本体论(GO)、京都基因与基因组百科全书(KEGG)和基因集富集分析(GSEA)鉴定与 CRC 中 MTOR 相关的信号通路。从 TCGA 下载体细胞突变数据,并使用 maftools R 包进行分析。使用 Tumor Immune Estimation Resource(TIMER)和 CIBERSORT 分析 MTOR 与肿瘤浸润免疫细胞(TIICs)之间的相关性。最后,我们使用全外显子测序检测了来自我们数据库的 CRC 队列中的 MTOR 突变。

结果

我们发现 MTOR 在亚洲 CRC 患者中过表达,并与预后不良相关。富集分析显示,MTOR 参与了 CRC 中的代谢、细胞黏附和翻译通路。高 MTOR 表达与高肿瘤突变负荷(TMB)和多种 TIICs 相关。最后,我们发现 mTOR 信号通路在微卫星不稳定(MSI)特征的 CRC 细胞系中被激活,且 MSI-H 患者的 MTOR 突变频率高于微卫星稳定(MSS)患者。

结论

MTOR 可能是 CRC 预后和免疫状态的综合指标。MTOR 的基因组特征可能为探索 mTOR 抑制剂在 CRC 中的作用提供指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/22fe/9327395/500659ccf02c/12885_2022_9901_Fig1_HTML.jpg

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