ArticleFrontiers in oncology2022
Sex-specific differences in immunogenomic features of response to immune checkpoint blockade.
Article in Frontiers in oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Multipeptide vaccines for melanoma in the adjuvant setting: long-term survival outcomes and post-hoc analysis of a randomized phase II trial.Nature communications · 2024Trial
- Single-cell multiomics identifies an ALDH9A1-carnitine signaling axis driving resistance of NSCLC to immunotherapy.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Sex Differences in Colorectal Tumor-Associated T-cell Responses.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026Article
- Early sex-related transcriptional differences in CD8Frontiers in immunology · 2026Article
- Review
- Sex hormones and immune regulation in ovarian cancer.Discover oncology · 2024Review
- Sex Difference of Colon Adenoma Pathway and Colorectal Carcinogenesis.The world journal of men's health · 2024Review
- Potential roles of sex-linked differences in obesity and cancer immunotherapy: revisiting the obesity paradox.npj metabolic health and disease · 2024Review
- Effects of immune checkpoint inhibitor associated endocrinopathies on cancer survival.Frontiers in endocrinology · 2024Article
- Revisiting mechanisms of resistance to immunotherapies in metastatic clear-cell renal-cell carcinoma.Cancer drug resistance (Alhambra, Calif.) · 2023Review
- Article
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Authors and funding
17 authors.
Funding
Abstract
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.
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