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铁死亡相关长非编码 RNA 对膀胱癌的多组学特征具有优异的预测能力。

Ferroptosis-Related Long Noncoding RNAs Have Excellent Predictive Ability for Multiomic Characteristics of Bladder Cancer.

机构信息

Department of Urology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, No. 1 DaHua Road, Dong Dan, Beijing 100730, China.

Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences, 9 DongDan SanTiao, Beijing 100730, China.

出版信息

Oxid Med Cell Longev. 2022 Aug 29;2022:9316847. doi: 10.1155/2022/9316847. eCollection 2022.

Abstract

BACKGROUND

The role of ferroptosis-related long non-coding RNAs (lncRNAs) in bladder cancer remains elusive. This study is aimed at examining the prognostic role of ferroptosis-related lncRNAs in bladder cancer.

MATERIALS AND METHODS

The transcriptomic matrix and clinical information of patients with bladder cancer were obtained from The Cancer Genome Atlas (TCGA) database. A ferroptosis-related lncRNA signature was developed via the least absolute shrinkage and selection operator (LASSO) analysis using data from the training cohort, and the signature was further validated using data from the test cohort. The role of AC006160.1, the most significant lncRNA in the risk signature, was examined in various cell lines including SV-HUC-1, BIU-87, HT-1376, T24, RT4, RT-112, 5637, and UMUC3. The pcDNA3.1-AC006160.1 plasmid was constructed and transfected into the bladder cancer cell lines T24 and BIU-87. In addition, cell proliferation, colony formation, transwell, and wound healing assays were performed to examine the biological function of AC006160.1 in T24 and BIU-87 cell lines.

RESULTS

Two clusters were identified through consensus clustering based on prognostic ferroptosis-related lncRNAs. A 5-lncRNA risk signature was successfully constructed using data from the training cohort and validated using data from the test cohort. The risk signature had excellent ability to predict survival outcomes, clinical stages, pathological grades, expression of immune checkpoints, and immunotherapeutic responses in bladder cancer samples. Furthermore, AC006160.1 expression was found to be lower in the cancer cell lines BIU-87, T24, RT4, RT-112, and 5637 than in the normal control cell line SV-HUC-1. Cell proliferation, colony formation, transwell migration, and wound healing assays validated that overexpression of AC006160.1 significantly inhibited the proliferation and invasion abilities of both T24 and BIU-87 cells. Drug sensitivity analysis revealed that patients with high expression of AC006160.1 were sensitive to metformin and methotrexate, and the results were further validated via in vitro drug experiments.

CONCLUSIONS

Ferroptosis-related lncRNAs play a vital role in predicting the multiomic characteristics of bladder cancer. The lncRNA AC006160.1 serves as a protective factor for the development of bladder cancer.

摘要

背景

铁死亡相关长非编码 RNA(lncRNA)在膀胱癌中的作用仍不清楚。本研究旨在探讨铁死亡相关 lncRNA 在膀胱癌中的预后作用。

材料与方法

从癌症基因组图谱(TCGA)数据库中获取膀胱癌患者的转录组矩阵和临床信息。使用来自训练队列的数据,通过最小绝对值收缩和选择算子(LASSO)分析,建立铁死亡相关 lncRNA 特征,并使用来自测试队列的数据进一步验证特征。研究了风险特征中最显著的 lncRNA AC006160.1 在包括 SV-HUC-1、BIU-87、HT-1376、T24、RT4、RT-112、5637 和 UMUC3 在内的各种细胞系中的作用。构建了 pcDNA3.1-AC006160.1 质粒,并转染到膀胱癌细胞系 T24 和 BIU-87 中。此外,进行了细胞增殖、集落形成、transwell 和划痕愈合实验,以研究 AC006160.1 在 T24 和 BIU-87 细胞系中的生物学功能。

结果

根据预后铁死亡相关 lncRNA 进行共识聚类,确定了两个聚类。使用训练队列的数据成功构建了一个 5-lncRNA 风险特征,并使用测试队列的数据进行了验证。该风险特征能够很好地预测膀胱癌样本的生存结局、临床分期、病理分级、免疫检查点表达和免疫治疗反应。此外,在膀胱癌细胞系 BIU-87、T24、RT4、RT-112 和 5637 中的 AC006160.1 表达水平低于正常对照细胞系 SV-HUC-1。细胞增殖、集落形成、transwell 迁移和划痕愈合实验验证了过表达 AC006160.1 可显著抑制 T24 和 BIU-87 细胞的增殖和侵袭能力。药物敏感性分析显示,AC006160.1 高表达的患者对二甲双胍和甲氨蝶呤敏感,体外药物实验进一步验证了这一结果。

结论

铁死亡相关 lncRNA 在预测膀胱癌的多组学特征方面发挥着重要作用。lncRNA AC006160.1 是膀胱癌发生的保护因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/22f2/9444476/e84ff6c0500e/OMCL2022-9316847.001.jpg

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