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基于核-线粒体相关基因的结直肠腺癌综合预后模型。

A Comprehensive Prognostic Model for Colon Adenocarcinoma Depending on Nuclear-Mitochondrial-Related Genes.

机构信息

Department of Traditional Chinese Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.

出版信息

Technol Cancer Res Treat. 2024 Jan-Dec;23:15330338241258570. doi: 10.1177/15330338241258570.

Abstract

Colon adenocarcinoma (COAD) has increasing incidence and is one of the most common malignant tumors. The mitochondria involved in cell energy metabolism, oxygen free radical generation, and cell apoptosis play important roles in tumorigenesis and progression. The relationship between mitochondrial genes and COAD remains largely unknown. COAD data including 512 samples were set out from the UCSC Xena database. The nuclear mitochondrial-related genes (NMRGs)-related risk prognostic model and prognostic nomogram were constructed, and NMRGs-related gene mutation and the immune environment were analyzed using bioinformatics methods. Then, a liver metastasis model of colorectal cancer was constructed and protein expression was detected using Western blot assay. A prognostic model for COAD was constructed. Comparing the prognostic model dataset and the validation dataset showed considerable correlation in both risk grouping and prognosis. Based on the risk score (RS) model, the samples of the prognostic dataset were divided into high risk group and low risk group. Moreover, pathologic N and T stage and tumor recurrence in the two risk groups were significantly different. The four prognostic factors, including age and pathologic T stage in the nomogram survival model also showed excellent predictive performance. An optimal combination of nine differentially expressed NMRGs was finally obtained, including , , , , , , , , and . The high-RS group had more inflamed immune features, including T and CD4 memory cell activation. Besides, mitochondria-associated LRPPRC and LARS2 expression levels were increased in vivo xenograft construction and liver metastases assays. This study established a comprehensive prognostic model for COAD, incorporating nine genes associated with nuclear-mitochondrial functions. This model demonstrates superior predictive performance across four prognostic factors: age, pathological T stage, tumor recurrence, and overall prognosis. It is anticipated to be an effective model for enhancing the prognosis and treatment of COAD.

摘要

结直肠腺癌(COAD)的发病率不断上升,是最常见的恶性肿瘤之一。参与细胞能量代谢、氧自由基生成和细胞凋亡的线粒体在肿瘤发生和进展中发挥着重要作用。线粒体基因与 COAD 之间的关系在很大程度上尚不清楚。从 UCSC Xena 数据库中提取了包括 512 个样本的 COAD 数据。利用生物信息学方法构建核线粒体相关基因(NMRGs)相关风险预后模型和预后列线图,并分析 NMRGs 相关基因突变和免疫环境。然后构建结直肠癌肝转移模型,采用 Western blot 检测蛋白表达。构建了 COAD 的预后模型。对预后模型数据集和验证数据集进行比较,在风险分组和预后方面均具有较好的相关性。基于风险评分(RS)模型,将预后数据集的样本分为高风险组和低风险组。此外,在两个风险组中,病理 N 分期和 T 分期以及肿瘤复发存在显著差异。列线图生存模型中的 4 个预后因素,包括年龄和病理 T 分期,也表现出良好的预测性能。最终得到一个最佳的 9 个差异表达 NMRGs 的组合,包括、、、、、、、和。高 RS 组具有更多的炎症免疫特征,包括 T 和 CD4 记忆细胞的激活。此外,LRPPRC 和 LARS2 与线粒体相关的表达水平在体内异种移植构建和肝转移实验中增加。本研究建立了一个综合的 COAD 预后模型,纳入了 9 个与核线粒体功能相关的基因。该模型在年龄、病理 T 分期、肿瘤复发和总体预后等四个预后因素方面具有较好的预测性能。它有望成为提高 COAD 预后和治疗效果的有效模型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4d0a/11149454/25b25da4d38e/10.1177_15330338241258570-fig1.jpg

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