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Prognostic prediction of head and neck squamous cell carcinoma: Construction of cuproptosis‐related long non‐coding RNA signature
BACKGROUND: Recently, a new type of programmed cell death, cuproptosis, has been identified to play important role in the progression of tumors. We constructed a cuproptosis‐related long non‐coding RNA (lncRNA) signature to predict the prognostic significance for head and neck squamous cell carcinom...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9701877/ https://www.ncbi.nlm.nih.gov/pubmed/36189780 http://dx.doi.org/10.1002/jcla.24723 |
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author | Huang, Qi You, Quanjie Zhu, Ning Wu, Zhenhua Xiang, Zhenfei Wu, Kaiyuan Ren, Jianjun Gui, Yihua |
author_facet | Huang, Qi You, Quanjie Zhu, Ning Wu, Zhenhua Xiang, Zhenfei Wu, Kaiyuan Ren, Jianjun Gui, Yihua |
author_sort | Huang, Qi |
collection | PubMed |
description | BACKGROUND: Recently, a new type of programmed cell death, cuproptosis, has been identified to play important role in the progression of tumors. We constructed a cuproptosis‐related long non‐coding RNA (lncRNA) signature to predict the prognostic significance for head and neck squamous cell carcinoma (HNSCC). METHODS: The risk model was developed based on differentially expressed lncRNAs associated with cuproptosis. Principal component analysis was used to assess the validity. The Kaplan–Meier curves were analyzed to compare the overall survival (OS), disease‐specific survival (DSS), and progression‐free survival (PFS) values. The multivariate and univariate Cox regression analyses were used to evaluate the prognostic efficiency. Furthermore, the functional enrichment, immune cell infiltration, tumor mutation burden (TMB), and sensitivity toward chemotherapy were also explored. RESULTS: Six cuproptosis‐related lncRNAs (AL109936.2, CDKN2A‐DT, AC090587.1, KLF3‐AS1, AL133395.1, and LINC01063) were identified to construct the independent prognostic predictor for HNSCC. The area under the curve and C‐index values obtained using the risk model were higher than the values corresponding to the clinical factors. Analysis of Kaplan–Meier curves indicated that the OS, PFS, and DSS time recorded for the patients in the low‐risk group were higher than the corresponding values recorded for the patients belonging to the high‐risk group. By functional enrichment analysis, we observed that differentially expressed genes were enriched in the immune response and tumor‐associated pathways. The patients characterized by a low‐risk score exhibited better immune cell infiltration than the patients belonging to the other group. We also observed that the sensitivity of the individuals belonging to the low‐risk group to chemotherapeutic agents (cisplatin, docetaxel, and paclitaxel) was higher than the sensitivity of those in the other group. CONCLUSIONS: A cuproptosis‐related lncRNA‐based signature that functioned as an independent prognosis predictor for HNSCC patients was constructed. The chemosensitivity of individual patients can be potentially predicted using this signature. |
format | Online Article Text |
id | pubmed-9701877 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97018772022-11-28 Prognostic prediction of head and neck squamous cell carcinoma: Construction of cuproptosis‐related long non‐coding RNA signature Huang, Qi You, Quanjie Zhu, Ning Wu, Zhenhua Xiang, Zhenfei Wu, Kaiyuan Ren, Jianjun Gui, Yihua J Clin Lab Anal Research Articles BACKGROUND: Recently, a new type of programmed cell death, cuproptosis, has been identified to play important role in the progression of tumors. We constructed a cuproptosis‐related long non‐coding RNA (lncRNA) signature to predict the prognostic significance for head and neck squamous cell carcinoma (HNSCC). METHODS: The risk model was developed based on differentially expressed lncRNAs associated with cuproptosis. Principal component analysis was used to assess the validity. The Kaplan–Meier curves were analyzed to compare the overall survival (OS), disease‐specific survival (DSS), and progression‐free survival (PFS) values. The multivariate and univariate Cox regression analyses were used to evaluate the prognostic efficiency. Furthermore, the functional enrichment, immune cell infiltration, tumor mutation burden (TMB), and sensitivity toward chemotherapy were also explored. RESULTS: Six cuproptosis‐related lncRNAs (AL109936.2, CDKN2A‐DT, AC090587.1, KLF3‐AS1, AL133395.1, and LINC01063) were identified to construct the independent prognostic predictor for HNSCC. The area under the curve and C‐index values obtained using the risk model were higher than the values corresponding to the clinical factors. Analysis of Kaplan–Meier curves indicated that the OS, PFS, and DSS time recorded for the patients in the low‐risk group were higher than the corresponding values recorded for the patients belonging to the high‐risk group. By functional enrichment analysis, we observed that differentially expressed genes were enriched in the immune response and tumor‐associated pathways. The patients characterized by a low‐risk score exhibited better immune cell infiltration than the patients belonging to the other group. We also observed that the sensitivity of the individuals belonging to the low‐risk group to chemotherapeutic agents (cisplatin, docetaxel, and paclitaxel) was higher than the sensitivity of those in the other group. CONCLUSIONS: A cuproptosis‐related lncRNA‐based signature that functioned as an independent prognosis predictor for HNSCC patients was constructed. The chemosensitivity of individual patients can be potentially predicted using this signature. John Wiley and Sons Inc. 2022-10-03 /pmc/articles/PMC9701877/ /pubmed/36189780 http://dx.doi.org/10.1002/jcla.24723 Text en © 2022 The Authors. Journal of Clinical Laboratory Analysis published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Huang, Qi You, Quanjie Zhu, Ning Wu, Zhenhua Xiang, Zhenfei Wu, Kaiyuan Ren, Jianjun Gui, Yihua Prognostic prediction of head and neck squamous cell carcinoma: Construction of cuproptosis‐related long non‐coding RNA signature |
title | Prognostic prediction of head and neck squamous cell carcinoma: Construction of cuproptosis‐related long non‐coding RNA signature |
title_full | Prognostic prediction of head and neck squamous cell carcinoma: Construction of cuproptosis‐related long non‐coding RNA signature |
title_fullStr | Prognostic prediction of head and neck squamous cell carcinoma: Construction of cuproptosis‐related long non‐coding RNA signature |
title_full_unstemmed | Prognostic prediction of head and neck squamous cell carcinoma: Construction of cuproptosis‐related long non‐coding RNA signature |
title_short | Prognostic prediction of head and neck squamous cell carcinoma: Construction of cuproptosis‐related long non‐coding RNA signature |
title_sort | prognostic prediction of head and neck squamous cell carcinoma: construction of cuproptosis‐related long non‐coding rna signature |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9701877/ https://www.ncbi.nlm.nih.gov/pubmed/36189780 http://dx.doi.org/10.1002/jcla.24723 |
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