NR1D1在结直肠癌中的作用:对预后、免疫微环境和致癌途径的影响

IF 0.6 4区 医学 Q4 MEDICAL LABORATORY TECHNOLOGY
Xingshu Zhu, Ming Wang, Deren Du, Xueyi Feng, Zhilong Huang, Jun Zhu, Congliang Rao
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引用次数: 0

摘要

背景:目的是利用生物信息学方法探讨NR1D1基因对结直肠癌(CRC)发生、发展和预后的影响。方法:分析TCGA CRC转录组学和临床数据,比较NR1D1在肿瘤和不同临床分期中的表达。使用R生存包评估NR1D1高表达组和低表达组之间的生存差异。单因素和多因素Cox回归分析确定独立预后因素,构建预后nomogram,并通过ROC和校准曲线进行评估。使用limma包鉴定差异表达基因,并使用clusterProfiler进行功能富集。采用XCELL算法评价免疫浸润差异。采用GEO、HPA、qRT-PCR和western blotting进行验证。结果:NR1D1在结直肠癌中过表达,且与晚期临床分期相关。NR1D1高表达与预后不良相关,多因素Cox回归发现NR1D1、年龄、分期和肿瘤分级是独立的预后因素。所构建的模型在1、3、5年表现良好(AUC > 0.70)。富集分析显示nr1d1相关基因在系统性红斑狼疮和中性粒细胞胞外陷阱形成等途径中富集。NR1D1低表达组免疫浸润增加,免疫评分升高,免疫微环境评分升高。NR1D1与免疫检查点呈负相关,高、低NR1D1样本的基因表达差异有统计学意义。在GSE39582数据集和HPA数据库中证实了CRC中NR1D1的高表达,与预后不良相关,并通过qRT-PCR和western blotting验证。结论:NR1D1可能在结直肠癌的发生发展中起重要的致瘤作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Role of NR1D1 in Colorectal Cancer: Impact on Prognosis, Immune Microenvironment, and Oncogenic Pathways.

Background: The goal was to explore the impact of the NR1D1 gene on the occurrence, development, and prognosis of colorectal cancer (CRC) using bioinformatics approaches.

Methods: CRC transcriptomic and clinical data from TCGA were analyzed to compare NR1D1 expression in tumors and various clinical stages. Survival differences between high and low NR1D1 expression groups were assessed using the R survival package. Univariate and multivariate Cox regression analyses identified independent prognostic factors, and a prognostic nomogram was constructed and evaluated via ROC and calibration curves. Differentially expressed genes were identified using the limma package, and functional enrichment was performed with clusterProfiler. The XCELL algorithm was used to evaluate differences in immune infiltration. Validation was conducted using GEO, HPA, qRT-PCR, and western blotting.

Results: NR1D1 is overexpressed in CRC and correlates with advanced clinical stages. High NR1D1 expression is associated with poor prognosis, with multivariate Cox regression identifying NR1D1, age, stage, and NM grade as independent prognostic factors. The constructed model showed good performance (AUC > 0.70) at 1, 3, and 5 years. Enrichment analysis revealed NR1D1-related genes enriched in pathways like systemic lupus erythematosus and neutrophil extracellular trap formation. The low NR1D1 expression group showed increased immune infiltration, higher immune scores, and elevated immune microenvironment scores. NR1D1 negatively correlated with immune checkpoints, with significant differences in gene expression between high and low NR1D1 samples. High NR1D1 expression in CRC was confirmed in the GSE39582 dataset and HPA database, correlating with poor prognosis and validated by qRT-PCR and western blotting.

Conclusions: NR1D1 may play a crucial oncogenic role in the occurrence and development of CRC.

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来源期刊
Clinical laboratory
Clinical laboratory 医学-医学实验技术
CiteScore
1.50
自引率
0.00%
发文量
494
审稿时长
3 months
期刊介绍: Clinical Laboratory is an international fully peer-reviewed journal covering all aspects of laboratory medicine and transfusion medicine. In addition to transfusion medicine topics Clinical Laboratory represents submissions concerning tissue transplantation and hematopoietic, cellular and gene therapies. The journal publishes original articles, review articles, posters, short reports, case studies and letters to the editor dealing with 1) the scientific background, implementation and diagnostic significance of laboratory methods employed in hospitals, blood banks and physicians'' offices and with 2) scientific, administrative and clinical aspects of transfusion medicine and 3) in addition to transfusion medicine topics Clinical Laboratory represents submissions concerning tissue transplantation and hematopoietic, cellular and gene therapies.
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