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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...

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Detalles Bibliográficos
Autores principales: Siddiqui, Jalal, Miles, Wayne O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Neoplasia Press 2021
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.
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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
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