坏死相关lncrna在结直肠癌预后及抗癌治疗中的预测作用。

IF 2.6 4区 医学 Q3 CELL BIOLOGY
Analytical Cellular Pathology Pub Date : 2022-09-23 eCollection Date: 2022-01-01 DOI:10.1155/2022/7158684
Hanyu Xiao, Qidan Pang, Yong Wang, Suhe Lai, Hong Chen
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引用次数: 0

摘要

背景:结直肠癌是全球最常见的胃肠道恶性肿瘤之一。坏死性上睑下垂已被证明在肿瘤的发生和发展中起着重要作用,使其成为分子治疗的新靶点。然而,坏死性上睑下垂在结直肠癌中的作用尚不清楚。我们的研究旨在构建坏死相关lncRNAs(坏死相关lncRNAs)的预后标记,以预测结直肠癌患者的预后,促进抗癌治疗。方法:从TCGA数据库中获取结直肠腺癌的RNA-seq和临床资料,通过单因素回归分析获得与预后相关的nrlncRNAs。然后,我们进行LASSO回归和多元回归分析,构建预后特征,通过Kaplan-Meier曲线和ROC曲线检验其预测能力,并通过内部队列进行验证。此外,我们根据风险评分的中位数将队列分为两组:高风险组和低风险组。通过分析两组患者肿瘤微环境、微卫星不稳定性和肿瘤突变负担的差异,探讨潜在的化疗和免疫治疗药物。结果:我们筛选了9个nrlncrna,并基于它们建立了预后特征。风险评分具有良好的预后能力,可作为结直肠癌患者独立的预后指标。高危组患者总生存率明显高于低危组。此外,风险评分还可以提示肿瘤微环境,有助于预测CTLA-4阻滞剂治疗和其他有潜在疗效的化疗药物(如顺铂和斯陶孢素)的反应。结论:总之,我们的坏死相关lncrna的预后标记有助于预测结直肠癌患者的预后和对抗癌治疗的反应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

The Prediction of Necroptosis-Related lncRNAs in Prognosis and Anticancer Therapy of Colorectal Cancer.

The Prediction of Necroptosis-Related lncRNAs in Prognosis and Anticancer Therapy of Colorectal Cancer.

The Prediction of Necroptosis-Related lncRNAs in Prognosis and Anticancer Therapy of Colorectal Cancer.

The Prediction of Necroptosis-Related lncRNAs in Prognosis and Anticancer Therapy of Colorectal Cancer.

Background: Colorectal cancer is one of the most common gastrointestinal malignancies globally. Necroptosis has been proved to play a role in the occurrence and development of the tumor, which makes it a new target for molecular therapy. However, the role of necroptosis in colorectal cancer remains unknown yet. Our study aims to build a prognostic signature of necroptosis-related lncRNAs (nrlncRNAs) to predict the outcomes of patients with colorectal cancer and facilitate in anticancer therapy.

Method: We obtained RNA-seq and clinical data of colorectal adenocarcinoma from the TCGA database and got prognosis-related nrlncRNAs by univariate regression analysis. Then, we carried out the LASSO regression and multivariate regression analysis to build the prognostic signature, whose predictive ability was tested by the Kaplan-Meier as well as ROC curves and verified by the internal cohort. Moreover, we divided the cohort into 2 groups based on median of risk scores: high- and low-risk groups. By analyzing the difference in the tumor microenvironment, microsatellite instability, and tumor mutation burden between the two groups, we explored the potential chemotherapy and immunotherapy drugs.

Results: We screened out 9 nrlncRNAs and built a prognostic signature based on them. With its good prognostic ability, the risk scores can act as an independent prognostic factor for patients with colorectal cancer. The overall survival rate of patients in high-risk group was significantly higher than the low-risk one. Furthermore, risk scores can also give us hints about the tumor microenvironment and facilitate in predicting the response to the CTLA-4 blocker treatment and other chemotherapeutic agents with potential efficacy such as cisplatin and staurosporine.

Conclusions: In conclusion, our prognostic signature of necroptosis-related lncRNAs can facilitate in predicting the prognosis and response to the anticancer therapy of colorectal cancer patients.

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来源期刊
Analytical Cellular Pathology
Analytical Cellular Pathology ONCOLOGY-CELL BIOLOGY
CiteScore
4.90
自引率
3.10%
发文量
70
审稿时长
16 weeks
期刊介绍: Analytical Cellular Pathology is a peer-reviewed, Open Access journal that provides a forum for scientists, medical practitioners and pathologists working in the area of cellular pathology. The journal publishes original research articles, review articles, and clinical studies related to cytology, carcinogenesis, cell receptors, biomarkers, diagnostic pathology, immunopathology, and hematology.
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