Deciphering the interaction between the expression of LRP2 served as a mitochondrial metabolism-related gene and prognosis in colon cancer integrating multi-omics analysis.

IF 2.8 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM
Jie Zhang, Ziyun Liu, Xiaoqing Ma, Zhenyu Shi, Jing Zhao, Yongjie Xie, Xiaobin Shang, Xia Zhang
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引用次数: 0

Abstract

Background: Colon adenocarcinoma (COAD) is increasingly prevalent among patients under 50 years old, and the 5-year survival rate for patients with metastasis is less than 20%. Identifying significant biomarkers and therapeutic targets is crucial. We investigated the expression of LRP2 in COAD and its prognostic value utilizing single-cell sequencing and transcriptomics datasets, which was conducted preliminary validation at the patient samples and cellular levels as well.

Methods: Based on differential gene expression of tumor samples and normal tissues in The Cancer Genome Atlas (TCGA), we performed consensus clustering, univariate and multivariate Cox regression analysis applying 1,234 mitochondrial metabolism-related genes (MMRGs) to identify some essential genes associated with poor prognosis in COAD patients. We validated survival outcome and biological function of the target gene leveraging single-cell sequencing and transcriptomics datasets from Gene Expression Omnibus (GEO), and evaluated the value of the target gene in the clinical pathology stage of COAD patients. Simultaneously, the expression levels of critical gene were detected in the diverse tissues of COAD by immunohistochemistry (IHC) staining. Transcriptomics data was continuously implemented to compare the discrepancy between the expression levels of the target gene and somatic mutation burden, inspecting the key pathways of the target gene by gene set enrichment analysis (GSEA) and examining its drug sensitivity synthetically in the CellMiner databases. The proliferative capacity augmented in LRP2-overexpressed colon cancer cells was determined employing cell counting kit-8 (CCK-8) and flow cytometry assays.

Results: LRP2 served as a key mitochondrial metabolism-related gene was assessed clinical prognosis in COAD patients according to the TCGA database. High expression of LRP2 was prominently associated with poor prognosis in COAD patients (P < 0.05), which was validated by GEO databases, and the expression levels of LRP2 were positively related to clinical pathological stage simultaneously (P < 0.05). Some specific cell types were clustered and proliferation pathways were immensely enriched, which were correlated with LRP2 in two single-cell sequencing datasets. The mutation profiles displayed remarkable differences in two levels of LRP2, we also observed high expressions of LRP2 were immensely correlated with high tumor mutation burden (TMB) and unfavorable prognosis in these patients (P < 0.05). LRP2 was significantly enriched in multiple cancer proliferation-related pathways, and the noteworthy correlation between LRP2 and the sensitivity to various drugs was identified (P < 0.05). The expression levels of LRP2 were multifarious in different COAD patients based on IHC staining. LRP2-overpression could stimulate the proliferation capability of HCT116 and SW480 cell lines markedly (P < 0.05).

Conclusion: The expression levels of LRP2 were intimately correlated with gene mutations, prognosis, pathological stage and the sensitivity to anticancer drugs in COAD. Augmented levels of LRP2 would manifest poor prognosis, which furnished novel insights for clinical diagnosis and treatment in COAD. LRP2 could extensively facilitate the proliferation ability of colon cell lines.

结合多组学分析,解读LRP2作为线粒体代谢相关基因的表达与结肠癌预后之间的相互作用。
背景:结肠腺癌(COAD)在50岁以下患者中越来越普遍,转移患者的5年生存率低于20%。确定重要的生物标志物和治疗靶点至关重要。我们利用单细胞测序和转录组学数据集研究了LRP2在COAD中的表达及其预后价值,并在患者样本和细胞水平上进行了初步验证。方法:基于癌症基因组图谱(Cancer Genome Atlas, TCGA)中肿瘤样本与正常组织的差异基因表达,应用1234个线粒体代谢相关基因(MMRGs)进行共识聚类、单因素和多因素Cox回归分析,确定与COAD患者预后不良相关的一些必要基因。我们利用gene Expression Omnibus (GEO)的单细胞测序和转录组学数据集验证了目标基因的生存结局和生物学功能,并评估了目标基因在COAD患者临床病理阶段的价值。同时,通过免疫组化(IHC)染色检测关键基因在COAD不同组织中的表达水平。持续使用转录组学数据比较靶基因表达水平与体细胞突变负荷之间的差异,通过基因集富集分析(GSEA)检测靶基因的关键通路,并在CellMiner数据库中综合检测其药物敏感性。利用细胞计数试剂盒-8 (CCK-8)和流式细胞术检测lrp2过表达结肠癌细胞的增殖能力增强情况。结果:LRP2作为线粒体代谢相关的关键基因,根据TCGA数据库评估COAD患者的临床预后。结论:LRP2表达水平与COAD患者的基因突变、预后、病理分期及对抗癌药物的敏感性密切相关。LRP2水平升高预示预后不良,这为COAD的临床诊断和治疗提供了新的见解。LRP2可广泛促进结肠细胞系的增殖能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Discover. Oncology
Discover. Oncology Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
2.40
自引率
9.10%
发文量
122
审稿时长
5 weeks
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