Xiamen Key Laboratory of Biomarker Translational Medicine, Medical Laboratory of Xiamen Humanity Hospital Fujian Medical University, Xiamen, China.
Ultrasonography Department, Women and Children's Hospital, School of Medicine, Xiamen university, Xiamen, China.
Medicine (Baltimore). 2023 Nov 3;102(44):e35893. doi: 10.1097/MD.0000000000035893.
Colorectal cancer (CRC) is a major cause of cancer-related deaths worldwide. NDUFAL42 is an important mitochondrial respiratory chain subunit that plays a critical role in cellular energy metabolism. However, the role of NDUFA4L2 in CRC remains unclear. Therefore, we used the data obtained from The Cancer Genome Atlas (TCGA) database to prove the relationship between NDUFA4L2 and CRC. The expression levels of NDUFA4L2 in CRC tissues were analyzed by immunohistochemical staining of NDUFA4L2 from the HPA database. Wilcoxon rank sum test, Chi-square test, Fisher exact test and logistic regression were used to evaluate relationships between clinical-pathologic features and NDUFA4L2 expression. Receiver operating characteristic (ROC) curves were used to describe binary classifier value of NDUFA4L2 using area under curve (AUC) score. Kaplan-Meier method and Cox regression analysis were used to evaluate factors contributing to prognosis. Gene oncology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis were used to predict the function of differentially expressed genes associated with NDUFA4L2. Gene set enrichment analysis (GSEA) was used to predict canonical pathways associated with NDUFA4L2.Immune infiltration analysis was performed to identify the significantly involved functions of NDUFA4L2. Protein-protein interaction (PPI) networks were established and 20 hub genes identified with Cytoscape software. Increased NDUFA4L2 expression in CRC was associated with T stage (P = .019), N stage (P < .001), Pathologic stage (P = .020), Residual tumor (P = .023), Perineural invasion (P = .039), Lymphatic invasion (P = .007), Histological type(P < .001), PFI event (P = .007) and DSS event (P = .004).ROC curve suggested the significant diagnostic and prognostic ability of NDUFA4L2 (AUC = 0.878). High NDUFA4L2 expression predicted a poorer Overall-survival (P = .021), poorer progression-free interval (P = .001), and poorer Disease Specific Survival (P = .002). GO, KEGG, GSEA and immune infiltration analysis showed that NDUFA4L2 expression was correlated with regulating the function of DNA and some types of immune infiltrating cells. NDUFA4L2 expression was significantly correlated with poor survival and immune infiltrations in CRC, and it may be a promising prognostic biomarker in CRC.
结直肠癌(CRC)是全球癌症相关死亡的主要原因。NDUFAL42 是一种重要的线粒体呼吸链亚基,在细胞能量代谢中起着关键作用。然而,NDUFA4L2 在 CRC 中的作用尚不清楚。因此,我们使用来自癌症基因组图谱(TCGA)数据库的数据来证明 NDUFA4L2 与 CRC 之间的关系。通过 HPA 数据库中的 NDUFA4L2 免疫组织化学染色分析 CRC 组织中 NDUFA4L2 的表达水平。采用 Wilcoxon 秩和检验、卡方检验、Fisher 确切检验和逻辑回归评估 NDUFA4L2 表达与临床病理特征的关系。使用曲线下面积(AUC)评分的接收器工作特征(ROC)曲线描述 NDUFA4L2 的二分类器值。Kaplan-Meier 法和 Cox 回归分析用于评估与预后相关的因素。基因肿瘤学(GO)和京都基因与基因组百科全书(KEGG)富集分析用于预测与 NDUFA4L2 相关的差异表达基因的功能。基因集富集分析(GSEA)用于预测与 NDUFA4L2 相关的经典途径。进行免疫浸润分析以确定 NDUFA4L2 显著涉及的功能。使用 Cytoscape 软件建立蛋白质-蛋白质相互作用(PPI)网络并确定 20 个枢纽基因。CRC 中 NDUFA4L2 表达增加与 T 分期(P =.019)、N 分期(P <.001)、病理分期(P =.020)、残留肿瘤(P =.023)、神经周围侵犯(P =.039)、淋巴血管侵犯(P =.007)、组织学类型(P <.001)、PFI 事件(P =.007)和 DSS 事件(P =.004)有关。ROC 曲线表明 NDUFA4L2 具有显著的诊断和预后能力(AUC = 0.878)。高 NDUFA4L2 表达预测总生存期(P =.021)、无进展生存期(P =.001)和疾病特异性生存期(P =.002)更差。GO、KEGG、GSEA 和免疫浸润分析表明,NDUFA4L2 表达与调节 DNA 功能和某些类型的免疫浸润细胞有关。NDUFA4L2 表达与 CRC 中的不良生存和免疫浸润显著相关,它可能是 CRC 中一种有前途的预后生物标志物。