基于生物信息学的癌症亚铜相关lncRNA预后风险评分模型

IF 0.6 4区 医学 Q4 IMMUNOLOGY European Journal of Inflammation Pub Date : 2022-01-01 DOI:10.1177/1721727X221128266
Xue Du, Yu Xiao, Chunbao Chen, Lu Yang, Yu Cui, Tingting Wu, B. Tan
{"title":"基于生物信息学的癌症亚铜相关lncRNA预后风险评分模型","authors":"Xue Du, Yu Xiao, Chunbao Chen, Lu Yang, Yu Cui, Tingting Wu, B. Tan","doi":"10.1177/1721727X221128266","DOIUrl":null,"url":null,"abstract":"Objective To establish an effective cuproptosis-related long non-coding ribonucleic acid (lncRNA) (CRL) prognostic risk score (RS) model (CRLPRSM) for the prediction of the outcomes of patients with gastric cancer (GC). Introduction Cuproptosis is an up-to-date mode of cell death, and its action mechanism is different from all other known mechanisms that regulate cell death. LncRNAs are RNA species that are over 200 nt long and do not encode proteins. They have prominent actions in tumor onset and development, and their involvement in a variety of intracellular regulatory processes is vital for cell proliferation and differentiation, so they may serve as prognostic biomarkers in tumor patients. Methods We retrieved cuproptosis-associated clinical and lncRNA expression data of GC cases from The Cancer Genome Atlas Stomach Adenocarcinoma (TCGA-STAD). Then a CRLPRSM was built based on univariate and multivariate Cox regression (UCR and MCR) analyses. As per the RS, the patients fell into high- and low-risk group. Later, the predictive efficacy of the CRLPRSM was confirmed with the aid of Kaplan-Meier (KM) analysis and receiver operating characteristic (ROC) curve analysis. Next, combining independent prognostic factors in clinical characteristics, we plotted a prognosis-related nomogram to predict one-year, three-year and five-year overall survival (OS) in GC patients. Finally, we implemented Gene Ontology enrichment analysis (GOEA) and Kyoto Encyclopedia of Genes and Genomes enrichment analysis (KEGGEA) for clarifying the possible biological actions and molecular mechanisms. Results The constructed CRLPRSM consisted of 3 CRLs, namely, AC092574.1, MAGI2-AS3, AC090204.1. It was found that the hazard ratio (HR) was 1.911 (1.337–2.731) (p < 0.001) in UCR analysis and 1.852 (1.286–1.668) (p < 0.001) in MCR analysis, and the AUC of the CRLPRSM was 0.649. Moreover, the KM analysis showed a pronounced intergroup difference in survival, and the nomogram illustrated some clinical benefits of CRLPRSM. Furthermore, GO terms and KEGG pathways were unveiled to be significantly enriched. Conclusion The constructed CRLPRSM has a significant predicted value for GC patient prognosis, and CRLs may become novel hallmarks for clinical treatment of GC.","PeriodicalId":55162,"journal":{"name":"European Journal of Inflammation","volume":" ","pages":""},"PeriodicalIF":0.6000,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A novel cuproptosis-related lncRNA prognostic risk score model for gastric cancer based on bioinformatics\",\"authors\":\"Xue Du, Yu Xiao, Chunbao Chen, Lu Yang, Yu Cui, Tingting Wu, B. Tan\",\"doi\":\"10.1177/1721727X221128266\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Objective To establish an effective cuproptosis-related long non-coding ribonucleic acid (lncRNA) (CRL) prognostic risk score (RS) model (CRLPRSM) for the prediction of the outcomes of patients with gastric cancer (GC). Introduction Cuproptosis is an up-to-date mode of cell death, and its action mechanism is different from all other known mechanisms that regulate cell death. LncRNAs are RNA species that are over 200 nt long and do not encode proteins. They have prominent actions in tumor onset and development, and their involvement in a variety of intracellular regulatory processes is vital for cell proliferation and differentiation, so they may serve as prognostic biomarkers in tumor patients. Methods We retrieved cuproptosis-associated clinical and lncRNA expression data of GC cases from The Cancer Genome Atlas Stomach Adenocarcinoma (TCGA-STAD). Then a CRLPRSM was built based on univariate and multivariate Cox regression (UCR and MCR) analyses. As per the RS, the patients fell into high- and low-risk group. Later, the predictive efficacy of the CRLPRSM was confirmed with the aid of Kaplan-Meier (KM) analysis and receiver operating characteristic (ROC) curve analysis. Next, combining independent prognostic factors in clinical characteristics, we plotted a prognosis-related nomogram to predict one-year, three-year and five-year overall survival (OS) in GC patients. Finally, we implemented Gene Ontology enrichment analysis (GOEA) and Kyoto Encyclopedia of Genes and Genomes enrichment analysis (KEGGEA) for clarifying the possible biological actions and molecular mechanisms. Results The constructed CRLPRSM consisted of 3 CRLs, namely, AC092574.1, MAGI2-AS3, AC090204.1. It was found that the hazard ratio (HR) was 1.911 (1.337–2.731) (p < 0.001) in UCR analysis and 1.852 (1.286–1.668) (p < 0.001) in MCR analysis, and the AUC of the CRLPRSM was 0.649. Moreover, the KM analysis showed a pronounced intergroup difference in survival, and the nomogram illustrated some clinical benefits of CRLPRSM. Furthermore, GO terms and KEGG pathways were unveiled to be significantly enriched. Conclusion The constructed CRLPRSM has a significant predicted value for GC patient prognosis, and CRLs may become novel hallmarks for clinical treatment of GC.\",\"PeriodicalId\":55162,\"journal\":{\"name\":\"European Journal of Inflammation\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.6000,\"publicationDate\":\"2022-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European Journal of Inflammation\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1177/1721727X221128266\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"IMMUNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Inflammation","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/1721727X221128266","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

目的建立一种有效的与铜相关的长非编码核糖核酸(lncRNA)(CRL)预后风险评分(RS)模型(CRLPRSM),用于预测癌症(GC)患者的预后。引言杯状细胞病是一种最新的细胞死亡模式,其作用机制不同于所有其他已知的调节细胞死亡的机制。lncRNA是长度超过200纳米的RNA,不编码蛋白质。它们在肿瘤的发生和发展中具有突出的作用,并且它们参与各种细胞内调节过程对细胞增殖和分化至关重要,因此它们可以作为肿瘤患者的预后生物标志物。方法检索癌症基因组图谱-胃腺癌(TCGA-STAD)中GC病例的铜蛋白相关临床和lncRNA表达数据。然后基于单变量和多变量Cox回归(UCR和MCR)分析建立CRLPRSM。根据RS,患者分为高危组和低危组。随后,借助Kaplan-Meier(KM)分析和受试者工作特性(ROC)曲线分析,证实了CRLPRSM的预测功效。接下来,结合临床特征中的独立预后因素,我们绘制了预后相关列线图,以预测GC患者的一年、三年和五年总生存期(OS)。最后,我们实现了基因本体论富集分析(GOEA)和京都基因和基因组百科全书富集分析(KEGGEA),以阐明可能的生物学作用和分子机制。结果构建的CRLPRSM由3个CRLs组成,分别为AC092574.1、MAGI2-AS3、AC090204.1。研究发现,在UCR分析中,危险比(HR)为1.911(1.337–2.731)(p<0.001),在MCR分析中为1.852(1.286–1.668)(p>0.001),CRLPRSM的AUC为0.649。此外,KM分析显示组间生存率存在显著差异,列线图显示了CRLPRSM的一些临床益处。此外,GO术语和KEGG途径被揭示为显著富集。结论构建的CRLPRSM对胃癌患者的预后具有重要的预测价值,CRLs可能成为胃癌临床治疗的新标志。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
A novel cuproptosis-related lncRNA prognostic risk score model for gastric cancer based on bioinformatics
Objective To establish an effective cuproptosis-related long non-coding ribonucleic acid (lncRNA) (CRL) prognostic risk score (RS) model (CRLPRSM) for the prediction of the outcomes of patients with gastric cancer (GC). Introduction Cuproptosis is an up-to-date mode of cell death, and its action mechanism is different from all other known mechanisms that regulate cell death. LncRNAs are RNA species that are over 200 nt long and do not encode proteins. They have prominent actions in tumor onset and development, and their involvement in a variety of intracellular regulatory processes is vital for cell proliferation and differentiation, so they may serve as prognostic biomarkers in tumor patients. Methods We retrieved cuproptosis-associated clinical and lncRNA expression data of GC cases from The Cancer Genome Atlas Stomach Adenocarcinoma (TCGA-STAD). Then a CRLPRSM was built based on univariate and multivariate Cox regression (UCR and MCR) analyses. As per the RS, the patients fell into high- and low-risk group. Later, the predictive efficacy of the CRLPRSM was confirmed with the aid of Kaplan-Meier (KM) analysis and receiver operating characteristic (ROC) curve analysis. Next, combining independent prognostic factors in clinical characteristics, we plotted a prognosis-related nomogram to predict one-year, three-year and five-year overall survival (OS) in GC patients. Finally, we implemented Gene Ontology enrichment analysis (GOEA) and Kyoto Encyclopedia of Genes and Genomes enrichment analysis (KEGGEA) for clarifying the possible biological actions and molecular mechanisms. Results The constructed CRLPRSM consisted of 3 CRLs, namely, AC092574.1, MAGI2-AS3, AC090204.1. It was found that the hazard ratio (HR) was 1.911 (1.337–2.731) (p < 0.001) in UCR analysis and 1.852 (1.286–1.668) (p < 0.001) in MCR analysis, and the AUC of the CRLPRSM was 0.649. Moreover, the KM analysis showed a pronounced intergroup difference in survival, and the nomogram illustrated some clinical benefits of CRLPRSM. Furthermore, GO terms and KEGG pathways were unveiled to be significantly enriched. Conclusion The constructed CRLPRSM has a significant predicted value for GC patient prognosis, and CRLs may become novel hallmarks for clinical treatment of GC.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
0.90
自引率
0.00%
发文量
54
审稿时长
15 weeks
期刊介绍: European Journal of Inflammation is a multidisciplinary, peer-reviewed, open access journal covering a wide range of topics in inflammation, including immunology, pathology, pharmacology and related general experimental and clinical research.
期刊最新文献
Alterations and predictive value of blood routine parameters in patients with lupus enteritis: A retrospective study Effects of orthodontic treatment on porphyromonas gingivalis, gingipains and gingival inflammation Experience in early diagnosis of pyoderma gangrenosum: A case report Enhancing knowledge and practices toward Vitamin D deficiency through implementing awareness programs among medical science female students Pulmonary tuberculosis in a case of acute myeloid leukemia during consolidation chemotherapy
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1