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Sex-specific differences in immunogenomic features of response to immune checkpoint blockade
INTRODUCTION: The magnitude of response to immune checkpoint inhibitor (ICI) therapy may be sex-dependent, as females have lower response rates and decreased survival after ICI monotherapy. The mechanisms underlying this sex dimorphism in ICI response are unknown, and may be related to sex-driven di...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382103/ https://www.ncbi.nlm.nih.gov/pubmed/35992816 http://dx.doi.org/10.3389/fonc.2022.945798 |
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author | Scott, Susan C. Shao, Xiaoshan M. Niknafs, Noushin Balan, Archana Pereira, Gavin Marrone, Kristen A. Lam, Vincent K. Murray, Joseph C. Feliciano, Josephine L. Levy, Benjamin P. Ettinger, David S. Hann, Christine L. Brahmer, Julie R. Forde, Patrick M. Karchin, Rachel Naidoo, Jarushka Anagnostou, Valsamo |
author_facet | Scott, Susan C. Shao, Xiaoshan M. Niknafs, Noushin Balan, Archana Pereira, Gavin Marrone, Kristen A. Lam, Vincent K. Murray, Joseph C. Feliciano, Josephine L. Levy, Benjamin P. Ettinger, David S. Hann, Christine L. Brahmer, Julie R. Forde, Patrick M. Karchin, Rachel Naidoo, Jarushka Anagnostou, Valsamo |
author_sort | Scott, Susan C. |
collection | PubMed |
description | INTRODUCTION: The magnitude of response to immune checkpoint inhibitor (ICI) therapy may be sex-dependent, as females have lower response rates and decreased survival after ICI monotherapy. The mechanisms underlying this sex dimorphism in ICI response are unknown, and may be related to sex-driven differences in the immunogenomic landscape of tumors that shape anti-tumor immune responses in the context of therapy. METHODS: To investigate the association of immunogenic mutations with HLA haplotypes, we leveraged whole exome sequence data and HLA genotypes from 482 non-small cell lung cancer (NSCLC) tumors from The Cancer Genome Atlas (TCGA). To explore sex-specific genomic features linked with ICI response, we analyzed whole exome sequence data from patients with NSCLC treated with ICI. Tumor mutational burden (TMB), HLA class I and II restricted immunogenic missense mutation (IMM) load, and mutational smoking signature were defined for each tumor. IMM load was combined with HLA class I and II haplotypes and correlated with therapeutic response and survival following ICI treatment. We examined rates of durable clinical benefit (DCB) for at least six months from ICI treatment initiation. Findings were validated utilizing whole exome sequence data from an independent cohort of ICI treated NSCLC. RESULTS: Analysis of whole exome sequence data from NSCLC tumors of females and males revealed that germline HLA class II diversity (≥9 unique HLA alleles) was associated with higher tumor class II IMM load in females (p=0.01) and not in males (p=0.64). Similarly, in tumors of female patients, somatic HLA class II loss of heterozygosity was associated with increased IMM load (p=0.01) while this association was not observed in tumors in males (p=0.20). In females, TMB (p=0.005), class I IMM load (p=0.005), class II IMM load (p=0.004), and mutational smoking signature (p<0.001) were significantly higher in tumors responding to ICI as compared to non-responding tumors. In contrast, among males, there was no significant association between DCB and any of these features. When IMM was considered in the context of HLA zygosity, high MHC-II restricted IMM load and high HLA class II diversity was significantly associated with overall survival in males (p=0.017). CONCLUSIONS: Inherent sex-driven differences in immune surveillance affect the immunogenomic determinants of response to ICI and likely mediate the dimorphic outcomes with ICI therapy. Deeper understanding of the selective pressures and mechanisms of immune escape in tumors in males and females can inform patient selection strategies and can be utilized to further hone immunotherapy approaches in cancer. |
format | Online Article Text |
id | pubmed-9382103 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93821032022-08-18 Sex-specific differences in immunogenomic features of response to immune checkpoint blockade Scott, Susan C. Shao, Xiaoshan M. Niknafs, Noushin Balan, Archana Pereira, Gavin Marrone, Kristen A. Lam, Vincent K. Murray, Joseph C. Feliciano, Josephine L. Levy, Benjamin P. Ettinger, David S. Hann, Christine L. Brahmer, Julie R. Forde, Patrick M. Karchin, Rachel Naidoo, Jarushka Anagnostou, Valsamo Front Oncol Oncology INTRODUCTION: The magnitude of response to immune checkpoint inhibitor (ICI) therapy may be sex-dependent, as females have lower response rates and decreased survival after ICI monotherapy. The mechanisms underlying this sex dimorphism in ICI response are unknown, and may be related to sex-driven differences in the immunogenomic landscape of tumors that shape anti-tumor immune responses in the context of therapy. METHODS: To investigate the association of immunogenic mutations with HLA haplotypes, we leveraged whole exome sequence data and HLA genotypes from 482 non-small cell lung cancer (NSCLC) tumors from The Cancer Genome Atlas (TCGA). To explore sex-specific genomic features linked with ICI response, we analyzed whole exome sequence data from patients with NSCLC treated with ICI. Tumor mutational burden (TMB), HLA class I and II restricted immunogenic missense mutation (IMM) load, and mutational smoking signature were defined for each tumor. IMM load was combined with HLA class I and II haplotypes and correlated with therapeutic response and survival following ICI treatment. We examined rates of durable clinical benefit (DCB) for at least six months from ICI treatment initiation. Findings were validated utilizing whole exome sequence data from an independent cohort of ICI treated NSCLC. RESULTS: Analysis of whole exome sequence data from NSCLC tumors of females and males revealed that germline HLA class II diversity (≥9 unique HLA alleles) was associated with higher tumor class II IMM load in females (p=0.01) and not in males (p=0.64). Similarly, in tumors of female patients, somatic HLA class II loss of heterozygosity was associated with increased IMM load (p=0.01) while this association was not observed in tumors in males (p=0.20). In females, TMB (p=0.005), class I IMM load (p=0.005), class II IMM load (p=0.004), and mutational smoking signature (p<0.001) were significantly higher in tumors responding to ICI as compared to non-responding tumors. In contrast, among males, there was no significant association between DCB and any of these features. When IMM was considered in the context of HLA zygosity, high MHC-II restricted IMM load and high HLA class II diversity was significantly associated with overall survival in males (p=0.017). CONCLUSIONS: Inherent sex-driven differences in immune surveillance affect the immunogenomic determinants of response to ICI and likely mediate the dimorphic outcomes with ICI therapy. Deeper understanding of the selective pressures and mechanisms of immune escape in tumors in males and females can inform patient selection strategies and can be utilized to further hone immunotherapy approaches in cancer. Frontiers Media S.A. 2022-08-03 /pmc/articles/PMC9382103/ /pubmed/35992816 http://dx.doi.org/10.3389/fonc.2022.945798 Text en Copyright © 2022 Scott, Shao, Niknafs, Balan, Pereira, Marrone, Lam, Murray, Feliciano, Levy, Ettinger, Hann, Brahmer, Forde, Karchin, Naidoo and Anagnostou 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 | Oncology Scott, Susan C. Shao, Xiaoshan M. Niknafs, Noushin Balan, Archana Pereira, Gavin Marrone, Kristen A. Lam, Vincent K. Murray, Joseph C. Feliciano, Josephine L. Levy, Benjamin P. Ettinger, David S. Hann, Christine L. Brahmer, Julie R. Forde, Patrick M. Karchin, Rachel Naidoo, Jarushka Anagnostou, Valsamo Sex-specific differences in immunogenomic features of response to immune checkpoint blockade |
title | Sex-specific differences in immunogenomic features of response to immune checkpoint blockade |
title_full | Sex-specific differences in immunogenomic features of response to immune checkpoint blockade |
title_fullStr | Sex-specific differences in immunogenomic features of response to immune checkpoint blockade |
title_full_unstemmed | Sex-specific differences in immunogenomic features of response to immune checkpoint blockade |
title_short | Sex-specific differences in immunogenomic features of response to immune checkpoint blockade |
title_sort | sex-specific differences in immunogenomic features of response to immune checkpoint blockade |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382103/ https://www.ncbi.nlm.nih.gov/pubmed/35992816 http://dx.doi.org/10.3389/fonc.2022.945798 |
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