N6-methyladenosine (m6A) RNA methylation signature as a predictor of stomach adenocarcinoma outcomes and its association with immune checkpoint molecules

被引:22
作者
Mo, Pingfan [1 ]
Xie, Siyuan [1 ]
Cai, Wen [1 ]
Ruan, Jingjing [1 ]
Du, Qin [1 ]
Ye, Jun [1 ]
Mao, Jianshan [1 ]
机构
[1] Zhejiang Univ, Dept Gastroenterol, Affiliated Hosp 2, Sch Med, 88 Jiefang Rd, Hangzhou 310009, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
N-6-methyladenosine; mRNA modification; signature; stomach carcinoma; prognosis; immune checkpoint; GASTRIC-CANCER; P53; EXPRESSION; ENRICHMENT; PROGNOSIS; PROMOTES;
D O I
10.1177/0300060520951405
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Objective: AlthoughN(6)-methyladenosine (m(6)A) RNA methylation is the most common mRNA modification process, few studies have examined the role of m(6)A in stomach adenocarcinomas (STADs). Methods: In this retrospective study, we analyzed 293 STAD samples from The Cancer Genome Atlas with complete clinicopathological feature profiles. The m(6)A methylation risk signature was derived from LASSO-Cox regression analyses with 15 m(6)A regulators. Statistical analysis was performed and figures were prepared using R software (https://www.R-project.org/). Results: The m(6)A signature was established as follows: risk score = FTO x 0.127 + YTHDF1 x 0.004 + KIAA1429 x 0.044 + YTHDC2 x 0.112 - RBM15 x 0.135 - ALKBH5 x 0.019 - YTHDF2 x 0.028, which was confirmed as an independent prognostic indicator to predict overall survival of patients with STAD. Risk scores and tumor grades were closely associated. Cell cycle, p53 signaling pathways, DNA mismatch repair, and RNA degradation were enriched in the low-risk subgroup. This subgroup showed significantly higher expression of immune checkpoint molecules including PD-1 (programmed death 1), PD-L1 (programmed death-ligand 1), and CTLA-4 (cytotoxic T-lymphocyte-associated antigen 4), suggesting that the signature may be a useful immunotherapy predictor. Conclusions: We established an m(6)A methylation signature as an independent prognostic tool to predict overall survival, which may also be useful as an immunotherapy predictor.
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页数:13
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