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Pervasiveness of HLA allele-specific expression loss across tumor types
BACKGROUND: Efficient presentation of mutant peptide fragments by the human leukocyte antigen class I (HLA-I) genes is necessary for immune-mediated killing of cancer cells. According to recent reports, patient HLA-I genotypes can impact the efficacy of cancer immunotherapy, and the somatic loss of...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9912643/ https://www.ncbi.nlm.nih.gov/pubmed/36759885 http://dx.doi.org/10.1186/s13073-023-01154-x |
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author | Filip, Ioan Wang, Anqi Kravets, Oleksandr Orenbuch, Rose Zhao, Junfei Perea-Chamblee, Tomin E. Manji, Gulam A. López de Maturana, Evangelina Malats, Núria Olive, Kenneth P. Rabadan, Raul |
author_facet | Filip, Ioan Wang, Anqi Kravets, Oleksandr Orenbuch, Rose Zhao, Junfei Perea-Chamblee, Tomin E. Manji, Gulam A. López de Maturana, Evangelina Malats, Núria Olive, Kenneth P. Rabadan, Raul |
author_sort | Filip, Ioan |
collection | PubMed |
description | BACKGROUND: Efficient presentation of mutant peptide fragments by the human leukocyte antigen class I (HLA-I) genes is necessary for immune-mediated killing of cancer cells. According to recent reports, patient HLA-I genotypes can impact the efficacy of cancer immunotherapy, and the somatic loss of HLA-I heterozygosity has been established as a factor in immune evasion. While global deregulated expression of HLA-I has also been reported in different tumor types, the role of HLA-I allele-specific expression loss — that is, the preferential RNA expression loss of specific HLA-I alleles — has not been fully characterized in cancer. METHODS: Here, we use RNA and whole-exome sequencing data to quantify HLA-I allele-specific expression (ASE) in cancer using our novel method arcasHLA-quant. RESULTS: We show that HLA-I ASE loss in at least one of the three HLA-I genes is a pervasive phenomenon across TCGA tumor types. In pancreatic adenocarcinoma, tumor-specific HLA-I ASE loss is associated with decreased overall survival specifically in the basal-like subtype, a finding that we validated in an independent cohort through laser-capture microdissection. Additionally, we show that HLA-I ASE loss is associated with poor immunotherapy outcomes in metastatic melanoma through retrospective analyses. CONCLUSIONS: Together, our results highlight the prevalence of HLA-I ASE loss and provide initial evidence of its clinical significance in cancer prognosis and immunotherapy treatment. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01154-x. |
format | Online Article Text |
id | pubmed-9912643 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99126432023-02-11 Pervasiveness of HLA allele-specific expression loss across tumor types Filip, Ioan Wang, Anqi Kravets, Oleksandr Orenbuch, Rose Zhao, Junfei Perea-Chamblee, Tomin E. Manji, Gulam A. López de Maturana, Evangelina Malats, Núria Olive, Kenneth P. Rabadan, Raul Genome Med Research BACKGROUND: Efficient presentation of mutant peptide fragments by the human leukocyte antigen class I (HLA-I) genes is necessary for immune-mediated killing of cancer cells. According to recent reports, patient HLA-I genotypes can impact the efficacy of cancer immunotherapy, and the somatic loss of HLA-I heterozygosity has been established as a factor in immune evasion. While global deregulated expression of HLA-I has also been reported in different tumor types, the role of HLA-I allele-specific expression loss — that is, the preferential RNA expression loss of specific HLA-I alleles — has not been fully characterized in cancer. METHODS: Here, we use RNA and whole-exome sequencing data to quantify HLA-I allele-specific expression (ASE) in cancer using our novel method arcasHLA-quant. RESULTS: We show that HLA-I ASE loss in at least one of the three HLA-I genes is a pervasive phenomenon across TCGA tumor types. In pancreatic adenocarcinoma, tumor-specific HLA-I ASE loss is associated with decreased overall survival specifically in the basal-like subtype, a finding that we validated in an independent cohort through laser-capture microdissection. Additionally, we show that HLA-I ASE loss is associated with poor immunotherapy outcomes in metastatic melanoma through retrospective analyses. CONCLUSIONS: Together, our results highlight the prevalence of HLA-I ASE loss and provide initial evidence of its clinical significance in cancer prognosis and immunotherapy treatment. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01154-x. BioMed Central 2023-02-09 /pmc/articles/PMC9912643/ /pubmed/36759885 http://dx.doi.org/10.1186/s13073-023-01154-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Filip, Ioan Wang, Anqi Kravets, Oleksandr Orenbuch, Rose Zhao, Junfei Perea-Chamblee, Tomin E. Manji, Gulam A. López de Maturana, Evangelina Malats, Núria Olive, Kenneth P. Rabadan, Raul Pervasiveness of HLA allele-specific expression loss across tumor types |
title | Pervasiveness of HLA allele-specific expression loss across tumor types |
title_full | Pervasiveness of HLA allele-specific expression loss across tumor types |
title_fullStr | Pervasiveness of HLA allele-specific expression loss across tumor types |
title_full_unstemmed | Pervasiveness of HLA allele-specific expression loss across tumor types |
title_short | Pervasiveness of HLA allele-specific expression loss across tumor types |
title_sort | pervasiveness of hla allele-specific expression loss across tumor types |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9912643/ https://www.ncbi.nlm.nih.gov/pubmed/36759885 http://dx.doi.org/10.1186/s13073-023-01154-x |
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