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RNA editing signatures identify melanoma patients who respond to Pembrolizumab or Nivolumab treatment
Immunotherapy has improved the prognosis for many melanoma patients; however, our capacity to predict patient responses and to understand the biological differences between patients who will or will not respond is limited. Gene expression profiling of tumors from patients who respond to immunotherap...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Neoplasia Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8363879/ https://www.ncbi.nlm.nih.gov/pubmed/34388693 http://dx.doi.org/10.1016/j.tranon.2021.101197 |
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author | Siddiqui, Jalal Miles, Wayne O. |
author_facet | Siddiqui, Jalal Miles, Wayne O. |
author_sort | Siddiqui, Jalal |
collection | PubMed |
description | Immunotherapy has improved the prognosis for many melanoma patients; however, our capacity to predict patient responses and to understand the biological differences between patients who will or will not respond is limited. Gene expression profiling of tumors from patients who respond to immunotherapy has focused on deriving primarily immune-related signatures; however, these have shown limited predictive power. Recent studies have highlighted the role of RNA editing in modulating resistance to immunotherapy. To evaluate the utility of RNA editing activity as a discriminative tool in predicting immunotherapy response, we conducted a retrospective analysis of RNA-sequencing data from melanoma patients treated with Pembrolizumab or Nivolumab. Here, we developed RNA editing signatures that can identify patients who will respond to immunotherapy with very high accuracy and confidence. Our analysis demonstrates that RNA editing is a strong discriminative tool for examining sensitivity of melanoma patients to immunotherapy. |
format | Online Article Text |
id | pubmed-8363879 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Neoplasia Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-83638792021-08-23 RNA editing signatures identify melanoma patients who respond to Pembrolizumab or Nivolumab treatment Siddiqui, Jalal Miles, Wayne O. Transl Oncol Original Research Immunotherapy has improved the prognosis for many melanoma patients; however, our capacity to predict patient responses and to understand the biological differences between patients who will or will not respond is limited. Gene expression profiling of tumors from patients who respond to immunotherapy has focused on deriving primarily immune-related signatures; however, these have shown limited predictive power. Recent studies have highlighted the role of RNA editing in modulating resistance to immunotherapy. To evaluate the utility of RNA editing activity as a discriminative tool in predicting immunotherapy response, we conducted a retrospective analysis of RNA-sequencing data from melanoma patients treated with Pembrolizumab or Nivolumab. Here, we developed RNA editing signatures that can identify patients who will respond to immunotherapy with very high accuracy and confidence. Our analysis demonstrates that RNA editing is a strong discriminative tool for examining sensitivity of melanoma patients to immunotherapy. Neoplasia Press 2021-08-10 /pmc/articles/PMC8363879/ /pubmed/34388693 http://dx.doi.org/10.1016/j.tranon.2021.101197 Text en © 2021 Published by Elsevier Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Siddiqui, Jalal Miles, Wayne O. RNA editing signatures identify melanoma patients who respond to Pembrolizumab or Nivolumab treatment |
title | RNA editing signatures identify melanoma patients who respond to Pembrolizumab or Nivolumab treatment |
title_full | RNA editing signatures identify melanoma patients who respond to Pembrolizumab or Nivolumab treatment |
title_fullStr | RNA editing signatures identify melanoma patients who respond to Pembrolizumab or Nivolumab treatment |
title_full_unstemmed | RNA editing signatures identify melanoma patients who respond to Pembrolizumab or Nivolumab treatment |
title_short | RNA editing signatures identify melanoma patients who respond to Pembrolizumab or Nivolumab treatment |
title_sort | rna editing signatures identify melanoma patients who respond to pembrolizumab or nivolumab treatment |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8363879/ https://www.ncbi.nlm.nih.gov/pubmed/34388693 http://dx.doi.org/10.1016/j.tranon.2021.101197 |
work_keys_str_mv | AT siddiquijalal rnaeditingsignaturesidentifymelanomapatientswhorespondtopembrolizumabornivolumabtreatment AT mileswayneo rnaeditingsignaturesidentifymelanomapatientswhorespondtopembrolizumabornivolumabtreatment |