全面分析与结直肠癌预后和肿瘤微环境浸润有关的杯突相关基因

IF 1.5 4区 医学 Q4 ONCOLOGY
Translational cancer research Pub Date : 2024-09-30 Epub Date: 2024-09-27 DOI:10.21037/tcr-24-546
Weiyi Chen, Ke Hu, Yu Liu, Xiaocheng Li, Lijun Chen, Shaoyi Duan, Qizhang Yang
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引用次数: 0

摘要

背景:结直肠癌(CRC)是一种常见的恶性肿瘤,发病率和死亡率都很高。铜诱导的程序性细胞死亡(Cuproptosis)是一种新型的细胞死亡形式,有助于肿瘤的进展。然而,铜突相关基因(CRGs)是否在乳腺癌中发挥作用仍不清楚。本研究旨在阐明 CRGs 在 CRC 的发展、患者预后和免疫反应中的作用:我们对 CRC 和正常组织中 CRGs 的差异表达进行了生物信息学分析。我们采用最小绝对收缩和选择算子(LASSO)以及单变量和多变量Cox分析来确定风险因素,并以此构建风险评分模型。根据中位风险评分将 CRC 患者分为高风险组和低风险组。采用接收者操作特征曲线分析来验证风险模型的预测准确性。通过单变量和多变量 Cox 回归分析,建立了 CRC 的提名图。使用 Wilcoxon 秩和检验比较了 CDKN2A/DLAT 高表达和低表达患者的化疗药物敏感性。为了确定CDKN2A或DLAT与免疫细胞浸润之间的关系,还进行了斯皮尔曼相关性分析和TISIDB数据库分析:结果:在10个已确定的CRGs中,有8个在CRC和正常组织之间表现出显著的差异表达。在这8个有明显差异表达的CRGs中,CDKN2A和DLAT被确定为预测CRC总生存期(OS)的独立风险因素。低风险组的 CRC 患者比高风险组的患者有更长的生存期。风险评分模型对OS具有良好的预测准确性。根据CDKN2A、DLAT和一些临床特征,建立了预测CRC患者OS的预后提名图,并显示出良好的预测能力。CDKN2A和DLAT的表达与CRC的化疗药物敏感性和免疫细胞浸润显著相关,CDKN2A和DLAT的分子亚型和免疫亚型存在差异:我们的研究揭示了CRGs(尤其是CDKN2A和DLAT)在CRC中的预后价值,并证明了CDKN2A/DLAT与CRC免疫浸润之间的关系,从而有助于对CRC患者的预后进行评估,并为CRC免疫治疗确定新的靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comprehensive analysis of cuproptosis-related genes involved in prognosis and tumor microenvironment infiltration of colorectal cancer.

Background: Colorectal cancer (CRC) is a common malignancy, with high incidence and high mortality rates. Cuproptosis, a novel form of copper-induced programmed cell death, contributes to tumor progression. However, whether cuproptosis-related genes (CRGs) play a role in CRC remains unclear. This study aims to elucidate the role of CRGs in CRC development, patient prognosis, and immune response.

Methods: We performed bioinformatics analysis of the differential expression of CRGs between CRC and normal tissues. Least absolute shrinkage and selection operator (LASSO), and univariate and multivariate Cox analyses were employed to identify risk factors, which were used to construct a risk score model. Patients with CRC were categorized into high- and low-risk groups based on their median risk scores. Receiver operating characteristic curve analysis was used to verify the predictive accuracy of the risk model. A nomogram was developed for CRC through univariate and multivariate Cox regression analyses. The chemotherapeutic drug sensitivity was compared between patients with high and low CDKN2A/DLAT expression using the Wilcoxon rank-sum test. Spearman's correlation and TISIDB database analyses were conducted to determine relationships between CDKN2A or DLAT and immune cell infiltration.

Results: Eight of ten identified CRGs exhibited significant differential expression between CRC and normal tissues. Among the eight significant differential expression CRGs, CDKN2A and DLAT were identified as independent risk factors for predicting overall survival (OS) in CRC. Patients with CRC in the low-risk group had longer OS than those in the high-risk group. The risk score model had good predictive accuracy for OS. Based on CDKN2A, DLAT and some clinical characteristics, a prognostic nomogram was developed to predict OS for CRC patients and showed good predictive ability. CDKN2A and DLAT expressions were significantly associated with chemotherapeutic drug sensitivity and immune cell infiltration in CRC, and the molecular subtypes and immune subtypes differed between CDKN2A and DLAT.

Conclusions: Our research revealed the prognostic value of CRGs, particularly CDKN2A and DLAT, in CRC and demonstrated the relationship between CDKN2A/DLAT and immune infiltration in CRC, thereby contributing to the outcome evaluation of patients with CRC and identifying novel targets for CRC immunotherapy.

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来源期刊
CiteScore
2.10
自引率
0.00%
发文量
252
期刊介绍: Translational Cancer Research (Transl Cancer Res TCR; Print ISSN: 2218-676X; Online ISSN 2219-6803; http://tcr.amegroups.com/) is an Open Access, peer-reviewed journal, indexed in Science Citation Index Expanded (SCIE). TCR publishes laboratory studies of novel therapeutic interventions as well as clinical trials which evaluate new treatment paradigms for cancer; results of novel research investigations which bridge the laboratory and clinical settings including risk assessment, cellular and molecular characterization, prevention, detection, diagnosis and treatment of human cancers with the overall goal of improving the clinical care of cancer patients. The focus of TCR is original, peer-reviewed, science-based research that successfully advances clinical medicine toward the goal of improving patients'' quality of life. The editors and an international advisory group of scientists and clinician-scientists as well as other experts will hold TCR articles to the high-quality standards. We accept Original Articles as well as Review Articles, Editorials and Brief Articles.
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