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氧化应激相关基因在结直肠癌中的预后价值及其与肿瘤免疫的相关性。

Prognostic value of oxidative stress-related genes in colorectal cancer and its correlation with tumor immunity.

机构信息

Department of Gastrointestinal Surgery, Key Laboratory of Minimally Invasive Techniques & Rapid Rehabilitation of Digestive System Tumor of Zhejiang Province (Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University), No. 150, Ximen Street, Linhai, Taizhou, 317000, Zhejiang, China.

出版信息

BMC Genomics. 2024 Jan 2;25(1):8. doi: 10.1186/s12864-023-09879-0.

Abstract

Oxidative stress (OS) plays an essential role in chronic diseases such as colorectal cancer (CRC). In this study, we aimed to explore the relation between oxidative stress-related genes and CRC prognosis and their involvement in the immune microenvironment. Totally 101 OS-related genes were selected from the MsigDB database. Then, univariate Cox regression was used to explore the prognostic value of the selected genes correlated with the CRC patient survival in the TCGA database. A total of 9 prognostic OS-related genes in CRC were identified. Based on consensus clustering, CRC patients were then categorized into two molecular subtypes. A prognostic risk model containing 8 genes was established using Lasso regression, and CRC patients were divided into high or low-risk groups based on the median risk scores. The predictive value of the 8 genes in CRC prognosis was validated using ROC curves, which indicate that CTNNB1, STK25, RNF112, SFPQ, MMP3, and NOL3 were promising prognostic biomarkers in CRC. Furthermore, the immune cell infiltration levels in different risk groups or CRC subtypes were analyzed. We found that the high-risk or C1 subtype had immunosuppressive microenvironment, which might explain the unfavorable prognosis in the two groups of CRC patients. Additionally, functional experiments were conducted to investigate the effects of OS-related genes on CRC cell proliferation, stemness, and apoptosis. We found that CTNNB1, HSPB1, MMP3, and NOL3 were upregulated in CRC tissues and cells. Knockdown of CTNNB1, HSPB1, MMP3, and NOL3 significantly suppressed CRC cell proliferation, stemness and facilitated CRC cell apoptosis. In conclusion, we established prognostic CRC subtypes and an eight-gene risk model, which may provide novel prognostic indicators and benefit the design of individualized therapeutic strategies for CRC patients.

摘要

氧化应激(OS)在结直肠癌(CRC)等慢性疾病中起着至关重要的作用。在本研究中,我们旨在探索与氧化应激相关的基因与 CRC 预后的关系及其在免疫微环境中的作用。从 MsigDB 数据库中选择了 101 个与 OS 相关的基因。然后,使用单变量 Cox 回归分析来探索 TCGA 数据库中与 CRC 患者生存相关的选定基因的预后价值。确定了 9 个与 CRC 相关的预后 OS 相关基因。基于共识聚类,将 CRC 患者分为两个分子亚型。使用 Lasso 回归建立了一个包含 8 个基因的预后风险模型,并根据中位风险评分将 CRC 患者分为高风险或低风险组。使用 ROC 曲线验证了 8 个基因在 CRC 预后中的预测价值,表明 CTNNB1、STK25、RNF112、SFPQ、MMP3 和 NOL3 是 CRC 有前途的预后生物标志物。此外,分析了不同风险组或 CRC 亚型中的免疫细胞浸润水平。我们发现高风险或 C1 亚型具有免疫抑制微环境,这可能解释了两组 CRC 患者预后不良的原因。此外,还进行了功能实验以研究 OS 相关基因对 CRC 细胞增殖、干性和细胞凋亡的影响。我们发现 CTNNB1、HSPB1、MMP3 和 NOL3 在 CRC 组织和细胞中上调。敲低 CTNNB1、HSPB1、MMP3 和 NOL3 显著抑制 CRC 细胞增殖、干性并促进 CRC 细胞凋亡。总之,我们建立了预后 CRC 亚型和一个 8 基因风险模型,可为 CRC 患者提供新的预后指标,并有助于设计个体化的治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/766d/10759670/d3532502b037/12864_2023_9879_Fig1_HTML.jpg

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