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鉴定结直肠癌中 m6A 相关的 lncRNA 预后特征。

Identification of an m6A-related lncRNA prognostic signature in colorectal cancer.

机构信息

Department of Gastrointestinal Surgery, Changshu No. 2 Hospital, Changshu, Jiangsu province, China.

出版信息

J Biochem Mol Toxicol. 2023 Jan;37(1):e23239. doi: 10.1002/jbt.23239. Epub 2022 Oct 7.

DOI:10.1002/jbt.23239
PMID:36205301
Abstract

Data sets of colorectal cancer (CRC) were obtained from The Cancer Genome Atlas (TCGA), three N6-methyladenosine (m6A) subtypes were identified using 21 m6A-related long noncoding RNAs (lncRNAs) and differential m6A subtypes of different CRC tumors were determined in this study to evaluate the m6A expression and the prognosis of patients with CRC. Subsequently, eight key lncRNAs were identified based on co-expression with 21 m6A-related genes in CRC tumors using the single-factor Cox and least absolute shrinkage and selection operator. Finally, an m6A-related lncRNA risk score model of CRC tumor was established using multifactor Cox regression based on the eight important lncRNAs and found to have a better performance in evaluating the prognosis of patients in the TCGA-CRC data set. TCGA-CRC tumor samples were divided based on the risk scores: high and low. Then, the clinical characteristics, tumor mutation load, and tumor immune cell infiltration difference between the high- and low-risk-score groups were explored, and the predictive ability of the risk score was assessed for immunotherapeutic benefits. We found that the risk score model can determine the overall survival, be a relatively independent prognostic indicator, and better evaluate the immunotherapeutic benefits for patients with CRC. This study provides data support for accurate immunotherapy in CRC.

摘要

从癌症基因组图谱(TCGA)获得了结直肠癌(CRC)数据集,本研究使用 21 个 m6A 相关长非编码 RNA(lncRNA)鉴定了三个 N6-甲基腺苷(m6A)亚型,并确定了不同 CRC 肿瘤的差异 m6A 亚型,以评估 CRC 患者的 m6A 表达和预后。随后,基于 CRC 肿瘤中 21 个 m6A 相关基因的共表达,使用单因素 Cox 和最小绝对收缩和选择算子,鉴定了 8 个关键 lncRNA。最后,基于 8 个重要的 lncRNA,采用多因素 Cox 回归建立了 CRC 肿瘤的 m6A 相关 lncRNA 风险评分模型,并发现该模型在评估 TCGA-CRC 数据集患者的预后方面具有更好的性能。根据风险评分将 TCGA-CRC 肿瘤样本进行分组:高风险和低风险。然后,探讨了高低风险评分组之间的临床特征、肿瘤突变负荷和肿瘤免疫细胞浸润差异,并评估了风险评分的预测能力对免疫治疗益处的影响。我们发现,该风险评分模型可以确定总体生存率,是一个相对独立的预后指标,并且可以更好地评估 CRC 患者的免疫治疗获益。本研究为 CRC 的精准免疫治疗提供了数据支持。

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Identification of an m6A-related lncRNA prognostic signature in colorectal cancer.鉴定结直肠癌中 m6A 相关的 lncRNA 预后特征。
J Biochem Mol Toxicol. 2023 Jan;37(1):e23239. doi: 10.1002/jbt.23239. Epub 2022 Oct 7.
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N6-Methyladenosine-Related lncRNA Signature Predicts the Overall Survival of Colorectal Cancer Patients.N6-甲基腺苷相关长非编码 RNA 特征可预测结直肠癌患者的总生存期。
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Comprehensive Analysis of N6-Methyladenosine-Related lncRNA Signature for Predicting Prognosis and Immune Cell Infiltration in Patients with Colorectal Cancer.全面分析 N6-甲基腺苷相关长链非编码 RNA 特征,预测结直肠癌患者的预后和免疫细胞浸润。
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Funct Integr Genomics. 2025 Jul 2;25(1):142. doi: 10.1007/s10142-025-01635-9.
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Molecular subtyping and the construction of a predictive model of colorectal cancer based on ion channel genes.基于离子通道基因的结直肠癌分子亚型分类和预测模型的构建。
Eur J Med Res. 2024 Apr 4;29(1):219. doi: 10.1186/s40001-024-01819-2.