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Landscape and Clinical Significance of Immune Checkpoint in Cutaneous Melanoma
BACKGROUND: The incidence of cutaneous melanoma (CM) is increasing, and its prognosis is not optimistic. Although immune checkpoint (ICP) inhibitors are effective in the treatment of CM patients, they are not effective for all CM patients. There is an urgent need for a marker to predict both the pro...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8738081/ https://www.ncbi.nlm.nih.gov/pubmed/35003069 http://dx.doi.org/10.3389/fimmu.2021.756282 |
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author | Mao, Rui Yang, Fan Zhang, Tongtong Li, Ji |
author_facet | Mao, Rui Yang, Fan Zhang, Tongtong Li, Ji |
author_sort | Mao, Rui |
collection | PubMed |
description | BACKGROUND: The incidence of cutaneous melanoma (CM) is increasing, and its prognosis is not optimistic. Although immune checkpoint (ICP) inhibitors are effective in the treatment of CM patients, they are not effective for all CM patients. There is an urgent need for a marker to predict both the prognosis and the immunotherapy effect in patients with CM. APPROACHES: Two groups of patients with greatly different prognosis and response to immunotherapy were identified by unwatched cluster exploration of TCGA on the basis of 34 ICPs. The prognosis and immunotherapy effect of CM were predicted by developing a precise and given signature on the basis of ICPs, and a multivariate Cox risk regression model was established from the TCGA cohort consisting of 454 CM samples. The model was validated in 210 and 231 samples in the test and verification cohorts, respectively. RESULTS: The prognosis in clinical subgroups was predicted by the classification system. High-risk patients had poorer responses to chemotherapy and immunotherapy. Finally, the signature was recognized as an independent prognostic factor. Based on checkpoint-based signature (ICPBS) and clinical characteristics, we constructed a nomogram for the prognosis in patients with CM, which was superior to ICPBS in efficacy than ICPBS alone. CONCLUSION: As a useful prognostic tool to further improve cancer immunotherapy, the signature can accurately predict recurrence and overall survival among patients with CM. |
format | Online Article Text |
id | pubmed-8738081 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87380812022-01-08 Landscape and Clinical Significance of Immune Checkpoint in Cutaneous Melanoma Mao, Rui Yang, Fan Zhang, Tongtong Li, Ji Front Immunol Immunology BACKGROUND: The incidence of cutaneous melanoma (CM) is increasing, and its prognosis is not optimistic. Although immune checkpoint (ICP) inhibitors are effective in the treatment of CM patients, they are not effective for all CM patients. There is an urgent need for a marker to predict both the prognosis and the immunotherapy effect in patients with CM. APPROACHES: Two groups of patients with greatly different prognosis and response to immunotherapy were identified by unwatched cluster exploration of TCGA on the basis of 34 ICPs. The prognosis and immunotherapy effect of CM were predicted by developing a precise and given signature on the basis of ICPs, and a multivariate Cox risk regression model was established from the TCGA cohort consisting of 454 CM samples. The model was validated in 210 and 231 samples in the test and verification cohorts, respectively. RESULTS: The prognosis in clinical subgroups was predicted by the classification system. High-risk patients had poorer responses to chemotherapy and immunotherapy. Finally, the signature was recognized as an independent prognostic factor. Based on checkpoint-based signature (ICPBS) and clinical characteristics, we constructed a nomogram for the prognosis in patients with CM, which was superior to ICPBS in efficacy than ICPBS alone. CONCLUSION: As a useful prognostic tool to further improve cancer immunotherapy, the signature can accurately predict recurrence and overall survival among patients with CM. Frontiers Media S.A. 2021-12-24 /pmc/articles/PMC8738081/ /pubmed/35003069 http://dx.doi.org/10.3389/fimmu.2021.756282 Text en Copyright © 2021 Mao, Yang, Zhang and Li 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 | Immunology Mao, Rui Yang, Fan Zhang, Tongtong Li, Ji Landscape and Clinical Significance of Immune Checkpoint in Cutaneous Melanoma |
title | Landscape and Clinical Significance of Immune Checkpoint in Cutaneous Melanoma |
title_full | Landscape and Clinical Significance of Immune Checkpoint in Cutaneous Melanoma |
title_fullStr | Landscape and Clinical Significance of Immune Checkpoint in Cutaneous Melanoma |
title_full_unstemmed | Landscape and Clinical Significance of Immune Checkpoint in Cutaneous Melanoma |
title_short | Landscape and Clinical Significance of Immune Checkpoint in Cutaneous Melanoma |
title_sort | landscape and clinical significance of immune checkpoint in cutaneous melanoma |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8738081/ https://www.ncbi.nlm.nih.gov/pubmed/35003069 http://dx.doi.org/10.3389/fimmu.2021.756282 |
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