Re-evaluating the melanoma TIL compartment and its unexpected spectrum of exhausted and functional T cells
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ABSTRACT:
PROVIDER: PRJNA962874 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR24336406_1.fastq.gz | Fastqsanger.gz | |||
| SRR24336406_2.fastq.gz | Fastqsanger.gz | |||
| SRR24336407_1.fastq.gz | Fastqsanger.gz | |||
| SRR24336407_2.fastq.gz | Fastqsanger.gz | |||
| SRR24336408_1.fastq.gz | Fastqsanger.gz |
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Project description:Significant heterogeneity exists within the tumor infiltrating CD8 T cell population, and exhausted T cells harbor a subpopulation that may be replicating and retain signatures of activation, with potential functional consequences in tumor progression. Dysfunctional immunity in the tumor microenvironment is associated with poor cancer outcomes, making exploration of these exhausted but activated (Tex/act) subpopulations critical to the improvement of therapeutic approaches. To investigate mechanisms associated with Tex/act cells, we sorted and performed transcriptional profiling of CD8+ tumor infiltrating lymphocytes (TIL) coexpressing the exhaustion markers PD-1 and TIM-3, from large volume melanoma tumors. We additionally performed immunologic phenotyping and functional validation, including at the single cell level, to identify potential mechanisms that underlie their dysfunctional phenotype. We identified novel dysregulated pathways in CD8+PD-1+TIM-3+ cells that have not been well studied in TIL; these include bile acid and peroxisome pathway-related metabolism, and mammalian target of rapamycin (mTOR) signaling pathways, which are highly correlated with immune checkpoint receptor expression. Through bioinformatic integration of immunophenotypic data and network analysis, we propose unexpected targets for therapies to rescue the immune response to tumors in melanoma.
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Project description:IntroductionSignificant heterogeneity exists within the tumor-infiltrating CD8 T cell population, and exhausted T cells harbor a subpopulation that may be replicating and may retain signatures of activation, with potential functional consequences in tumor progression. Dysfunctional immunity in the tumor microenvironment is associated with poor cancer outcomes, making exploration of these exhausted T cell subpopulations critical to the improvement of therapeutic approaches.MethodsTo investigate mechanisms associated with terminally exhausted T cells, we sorted and performed transcriptional profiling of CD8+ tumor-infiltrating lymphocytes (TILs) co-expressing the exhaustion markers PD-1 and TIM-3 from large-volume melanoma tumors. We additionally performed immunologic phenotyping and functional validation, including at the single-cell level, to identify potential mechanisms that underlie their dysfunctional phenotype.ResultsWe identified novel dysregulated pathways in CD8+PD-1+TIM-3+ cells that have not been well studied in TILs; these include bile acid and peroxisome pathway-related metabolism and mammalian target of rapamycin (mTOR) signaling pathways, which are highly correlated with immune checkpoint receptor expression.DiscussionBased on bioinformatic integration of immunophenotypic data and network analysis, we propose unexpected targets for therapies to rescue the immune response to tumors in melanoma.
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Project description:Fresh human breast tumor tissue was dissociated into single cells and viably frozen. Patient samples were annotated as having an ""exhausted"" or ""non-exhausted"" immune environment based on CyTOF characterization of T cell phenotypes (Wagner et al, Cell 2019). 14 samples (7 exhausted, 7 non-exhausted) were selected for scRNA-seq (without prior cell type enrichment) with the goal to compare the two immune environment types and to comprehensively characterize exhaustion-associated features of the tumor microenvironment.
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Project description:Many studies have shown association of tumor infiltrating B-cells and presence of tertiary lymphoid structure with improved clinical responses to immune checkpoint inhibitors therapy. We hypothesized that their presence could also have an impact on TIL therapy response. To address this, we performed RNA-seq of FFPE samples from a cohort of patients that received TIL therapy. Melanoma tumors collected prior to TIL infusion were evaluated for immune content in 9 responders and 11 non-responders to TIL therapy. Our data demonstrate an increase in class-switched memory B-cells in responders compared with non-responders to TIL therapy. In the myeloid compartment, increased presence of dendritic cell populations (pDC, aDC, and iDC) and basophils was observed in responders to TIL therapy, as well as higher content of γδ T cells and effector memory CD8+ T cells (CD8+ Tem) in the T-cell compartment. Next, we assessed the TLS presence in the same cohort by a gene expression signature of 12 chemokines using principal component analysis. The responders showed a higher TLS score compared with the non-responder patients, suggesting that patients responding to TIL therapy had more TLS in their tumors than the non-responder patients. These observations indicate that, same as in the immune checkpoint inhibitors therapy response, presence of B-cells and TLS might have a positive impact in the clinical outcome to TIL therapy.
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