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Cuproptosis-related LncRNAs signature as biomarker of prognosis and immune infiltration in pancreatic cancer

Background: Pancreatic cancer (PC) is a malignant gastrointestinal tumor with a terrible prognosis. Cuproptosis is a recently discovered form of cell death. This study is intended to explore the relationship between cuproptosis-related lncRNAs (CRLncs) signature with the prognosis and the tumor micr...

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Autores principales: Chen, Hui, Yu, Yang, Zhou, Lei, Chen, Junliang, Li, Zeyu, Tan, Xiaodong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9880288/
https://www.ncbi.nlm.nih.gov/pubmed/36713077
http://dx.doi.org/10.3389/fgene.2023.1049454
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author Chen, Hui
Yu, Yang
Zhou, Lei
Chen, Junliang
Li, Zeyu
Tan, Xiaodong
author_facet Chen, Hui
Yu, Yang
Zhou, Lei
Chen, Junliang
Li, Zeyu
Tan, Xiaodong
author_sort Chen, Hui
collection PubMed
description Background: Pancreatic cancer (PC) is a malignant gastrointestinal tumor with a terrible prognosis. Cuproptosis is a recently discovered form of cell death. This study is intended to explore the relationship between cuproptosis-related lncRNAs (CRLncs) signature with the prognosis and the tumor microenvironment (TME) of PC. Methods: Transcript sequencing data of PC samples with clinical information were obtained from the Cancer Genome Atlas (TCGA). Univariate Cox regression analysis and LASSO regression analysis were employed to construct the prognostic signature based on CRLncs associated with PC survival. A nomogram was created according to this signature, and the signaling pathway enrichment was analyzed. Subsequently, we explored the link between this prognostic signature with the mutational landscape and TME. Eventually, drug sensitivity was predicted based on this signature. Results: Forty-six of 159 CRLncs were most significantly relevant to the prognosis of PC, and a 6-lncRNA prognostic signature was established. The expression level of signature lncRNAs were detected in PC cell lines. The AUC value of the ROC curve for this risk score predicting 5-year survival in PC was .944, which was an independent prognostic factor for PC. The risk score was tightly related to the mutational pattern of PC, especially the driver genes of PC. Single-sample gene set enrichment analysis (ssGSEA) demonstrated a significant correlation between signature with the TME of PC. Ultimately, compounds were measured for therapy in high-risk and low-risk PC patients, respectively. Conclusion: A prognostic signature of CRLncs for PC was established in the current study, which may serve as a promising marker for the outcomes of PC patients and has important forecasting roles for gene mutations, immune cell infiltration, and drug sensitivity in PC.
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spelling pubmed-98802882023-01-28 Cuproptosis-related LncRNAs signature as biomarker of prognosis and immune infiltration in pancreatic cancer Chen, Hui Yu, Yang Zhou, Lei Chen, Junliang Li, Zeyu Tan, Xiaodong Front Genet Genetics Background: Pancreatic cancer (PC) is a malignant gastrointestinal tumor with a terrible prognosis. Cuproptosis is a recently discovered form of cell death. This study is intended to explore the relationship between cuproptosis-related lncRNAs (CRLncs) signature with the prognosis and the tumor microenvironment (TME) of PC. Methods: Transcript sequencing data of PC samples with clinical information were obtained from the Cancer Genome Atlas (TCGA). Univariate Cox regression analysis and LASSO regression analysis were employed to construct the prognostic signature based on CRLncs associated with PC survival. A nomogram was created according to this signature, and the signaling pathway enrichment was analyzed. Subsequently, we explored the link between this prognostic signature with the mutational landscape and TME. Eventually, drug sensitivity was predicted based on this signature. Results: Forty-six of 159 CRLncs were most significantly relevant to the prognosis of PC, and a 6-lncRNA prognostic signature was established. The expression level of signature lncRNAs were detected in PC cell lines. The AUC value of the ROC curve for this risk score predicting 5-year survival in PC was .944, which was an independent prognostic factor for PC. The risk score was tightly related to the mutational pattern of PC, especially the driver genes of PC. Single-sample gene set enrichment analysis (ssGSEA) demonstrated a significant correlation between signature with the TME of PC. Ultimately, compounds were measured for therapy in high-risk and low-risk PC patients, respectively. Conclusion: A prognostic signature of CRLncs for PC was established in the current study, which may serve as a promising marker for the outcomes of PC patients and has important forecasting roles for gene mutations, immune cell infiltration, and drug sensitivity in PC. Frontiers Media S.A. 2023-01-13 /pmc/articles/PMC9880288/ /pubmed/36713077 http://dx.doi.org/10.3389/fgene.2023.1049454 Text en Copyright © 2023 Chen, Yu, Zhou, Chen, Li and Tan. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Chen, Hui
Yu, Yang
Zhou, Lei
Chen, Junliang
Li, Zeyu
Tan, Xiaodong
Cuproptosis-related LncRNAs signature as biomarker of prognosis and immune infiltration in pancreatic cancer
title Cuproptosis-related LncRNAs signature as biomarker of prognosis and immune infiltration in pancreatic cancer
title_full Cuproptosis-related LncRNAs signature as biomarker of prognosis and immune infiltration in pancreatic cancer
title_fullStr Cuproptosis-related LncRNAs signature as biomarker of prognosis and immune infiltration in pancreatic cancer
title_full_unstemmed Cuproptosis-related LncRNAs signature as biomarker of prognosis and immune infiltration in pancreatic cancer
title_short Cuproptosis-related LncRNAs signature as biomarker of prognosis and immune infiltration in pancreatic cancer
title_sort cuproptosis-related lncrnas signature as biomarker of prognosis and immune infiltration in pancreatic cancer
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9880288/
https://www.ncbi.nlm.nih.gov/pubmed/36713077
http://dx.doi.org/10.3389/fgene.2023.1049454
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