Sing-cell profiling of neoantigen-specific T cells in lung cancers treated with neoadjuvant PD-1 blockade
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PROVIDER: EGAS00001005343 | EGA |
REPOSITORIES: EGA
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Project description:Immune checkpoint blockade (ICB) has revolutionized cancer treatment, but most patients do not respond. PD-1 blockade “unleashes” CD8 T cells, including those specific for mutation-associated neoantigens (MANA), but factors in the tumor microenvironment can inhibit responses by dampening MANA-specific T cell function. Recent advances in single cell transcriptomics are revealing global T cell dysfunction programs in tumor-infiltrating lymphocytes (TIL). However, the vast majority of TIL do not recognize tumor antigens and little is known about transcriptional programs of true MANA-specific TIL. Here, we use an integrated approach to identify MANA-specific T cell clones using the MANA functional expansion of specific T cells (MANAFEST) assay in neoadjuvant anti-PD-1-treated lung cancers and use their TCR CDR3 as barcodes to track them and analyze their transcriptional programs and function in the tumor microenvironment using single cell RNA sequencing. We find both MANA-and virus-specific clones in TIL and adjacent normal lung, regardless of response status. MANA-specific, influenza (flu)-specific and EBV-specific TIL each have unique transcriptional programs. Most MANA-specific clones are tissue resident memory (TRM) cells, an incompletely activated cytolytic program, including EOMES deficiency, and higher levels of genes encoding T cell inhibitory molecules and Tox2. Notably, MANA-specific T cells express low levels of IL-7R and are functionally less responsive to IL-7 compared with tissue-resident flu-specific clones. MANA-specific clones from anti-PD-1 non-responding tumors express TCR with markedly lower ligand-dependent signaling capability, are largely confined to HOBIThi TRM subsets and coordinately up-regulate genes encoding specific checkpoints, killer inhibitory receptors, and intracellular inhibitors of T cell activation and cytotoxicity. These findings provide mechanistic and potential therapeutic insights into overcoming resistance to PD-1 blockade.
2021-07-21 | GSE176022 | GEO
Project description:Immune checkpoint blockade (ICB) has revolutionized cancer treatment, but most patients do not respond. PD-1 blockade “unleashes” CD8 T cells, including those specific for mutation-associated neoantigens (MANA), but factors in the tumor microenvironment can inhibit responses by dampening MANA-specific T cell function. Recent advances in single cell transcriptomics are revealing global T cell dysfunction programs in tumor-infiltrating lymphocytes (TIL). However, the vast majority of TIL do not recognize tumor antigens and little is known about transcriptional programs of true MANA-specific TIL. Here, we use an integrated approach to identify MANA-specific T cell clones using the MANA functional expansion of specific T cells (MANAFEST) assay in neoadjuvant anti-PD-1-treated lung cancers and use their TCR CDR3 as barcodes to track them and analyze their transcriptional programs and function in the tumor microenvironment using single cell RNA sequencing. We find both MANA-and virus-specific clones in TIL and adjacent normal lung, regardless of response status. MANA-specific, influenza (flu)-specific and EBV-specific TIL each have unique transcriptional programs. Most MANA-specific clones are tissue resident memory (TRM) cells, an incompletely activated cytolytic program, including EOMES deficiency, and higher levels of genes encoding T cell inhibitory molecules and Tox2. Notably, MANA-specific T cells express low levels of IL-7R and are functionally less responsive to IL-7 compared with tissue-resident flu-specific clones. MANA-specific clones from anti-PD-1 non-responding tumors express TCR with markedly lower ligand-dependent signaling capability, are largely confined to HOBIThi TRM subsets and coordinately up-regulate genes encoding specific checkpoints, killer inhibitory receptors, and intracellular inhibitors of T cell activation and cytotoxicity. These findings provide mechanistic and potential therapeutic insights into overcoming resistance to PD-1 blockade.
2021-07-21 | GSE176021 | GEO
Project description:We had previously demonstrated the role of CD103 integrin on lung tumor-infiltrating lymphocyte (TIL) clones in promoting specific TCR-mediated epithelial tumor cell cytotoxicity. However, the contribution of CD103 on intratumoral T-cell distribution and functions, and the prognosis significance of TIL subpopulations in non-small cell lung carcinoma (NSCLC) have thus far not been systematically addressed. Here we investigate the transcriptomic profil of these cell population, using PBMC cells as control.
2015-06-29 | E-MTAB-3266 | biostudies-arrayexpress
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.
2024-06-30 | GSE217387 | GEO
Project description:Adoptive cell therapy (ACT) using in vitro expanded tumor-infiltrating lymphocytes (TILs) has inconsistent clinical responses. To better understand determinants of therapeutic success, we tracked TIL clonotypes from baseline tumors to ACT products and post-ACT blood and tumor samples in melanoma patients using single-cell RNA and T cell receptor (TCR) sequencing. Patients with clinical responses had baseline tumors enriched in tumor-reactive TILs, and these were more effectively mobilized upon in vitro expansion, yielding products enriched in tumor-specific CD8+ cells that preferentially infiltrated tumors post-ACT. Conversely, lack of clinical responses was associated with tumors devoid of tumor-reactive resident clonotypes and with cell products mostly composed of blood-borne clonotypes that persisted in blood but not in tumors post-ACT. Upon expansion, tumor-specific TILs lost tumor-associated transcriptional signatures, including exhaustion, and responders exhibited an intermediate exhausted effector state after TIL engraftment in the tumor, suggesting functional reinvigoration. Our findings provide insight into the nature and dynamics of tumor-specific clonotypes associated with clinical response to TIL-ACT, with implications for treatment optimization.
2023-08-01 | GSE229860 | GEO
Project description:Adoptive cell therapy (ACT) using in vitro expanded tumor-infiltrating lymphocytes (TILs) has inconsistent clinical responses. To better understand determinants of therapeutic success, we tracked TIL clonotypes from baseline tumors to ACT products and post-ACT blood and tumor samples in melanoma patients using single-cell RNA and T cell receptor (TCR) sequencing. Patients with clinical responses had baseline tumors enriched in tumor-reactive TILs, and these were more effectively mobilized upon in vitro expansion, yielding products enriched in tumor-specific CD8+ cells that preferentially infiltrated tumors post-ACT. Conversely, lack of clinical responses was associated with tumors devoid of tumor-reactive resident clonotypes and with cell products mostly composed of blood-borne clonotypes that persisted in blood but not in tumors post-ACT. Upon expansion, tumor-specific TILs lost tumor-associated transcriptional signatures, including exhaustion, and responders exhibited an intermediate exhausted effector state after TIL engraftment in the tumor, suggesting functional reinvigoration. Our findings provide insight into the nature and dynamics of tumor-specific clonotypes associated with clinical response to TIL-ACT, with implications for treatment optimization.
2023-08-01 | GSE229858 | GEO
Project description:Adoptive cell therapy (ACT) using in vitro expanded tumor-infiltrating lymphocytes (TILs) has inconsistent clinical responses. To better understand determinants of therapeutic success, we tracked TIL clonotypes from baseline tumors to ACT products and post-ACT blood and tumor samples in melanoma patients using single-cell RNA and T cell receptor (TCR) sequencing. Patients with clinical responses had baseline tumors enriched in tumor-reactive TILs, and these were more effectively mobilized upon in vitro expansion, yielding products enriched in tumor-specific CD8+ cells that preferentially infiltrated tumors post-ACT. Conversely, lack of clinical responses was associated with tumors devoid of tumor-reactive resident clonotypes and with cell products mostly composed of blood-borne clonotypes that persisted in blood but not in tumors post-ACT. Upon expansion, tumor-specific TILs lost tumor-associated transcriptional signatures, including exhaustion, and responders exhibited an intermediate exhausted effector state after TIL engraftment in the tumor, suggesting functional reinvigoration. Our findings provide insight into the nature and dynamics of tumor-specific clonotypes associated with clinical response to TIL-ACT, with implications for treatment optimization.
2024-09-13 | GSE261023 | GEO
Project description:Adoptive cell therapy (ACT) using in vitro expanded tumor-infiltrating lymphocytes (TILs) has inconsistent clinical responses. To better understand determinants of therapeutic success, we tracked TIL clonotypes from baseline tumors to ACT products and post-ACT blood and tumor samples in melanoma patients using single-cell RNA and T cell receptor (TCR) sequencing. Patients with clinical responses had baseline tumors enriched in tumor-reactive TILs, and these were more effectively mobilized upon in vitro expansion, yielding products enriched in tumor-specific CD8+ cells that preferentially infiltrated tumors post-ACT. Conversely, lack of clinical responses was associated with tumors devoid of tumor-reactive resident clonotypes and with cell products mostly composed of blood-borne clonotypes that persisted in blood but not in tumors post-ACT. Upon expansion, tumor-specific TILs lost tumor-associated transcriptional signatures, including exhaustion, and responders exhibited an intermediate exhausted effector state after TIL engraftment in the tumor, suggesting functional reinvigoration. Our findings provide insight into the nature and dynamics of tumor-specific clonotypes associated with clinical response to TIL-ACT, with implications for treatment optimization.
2023-08-01 | GSE234352 | GEO
Project description:Comparison of genome-wide mRNA expresson between tumor-infiltrating CD8+ T cells from the tumor (hypofunctional T cells) and periphery (functional T cells) Mechanisms of self-tolerance often result in CD8+ tumor-infiltrating lymphocytes (TIL) with a hypofunctional phenotype incapable of tumor clearance. Using a solid tumor model in mice, we found that CD8+ T cells became tolerized in less than 24 hours in an established tumor environment. To define the collective impact of pathways suppressing TIL function, we compared genome-wide mRNA expression of tumor-specific CD8+ T cells from the tumor and periphery. Notably, gene expression induced during TIL hypofunction more closely resembled self-tolerance than viral-exhaustion. Differential gene expression was refined to identify a core set of genes that defined hypofunctional TIL; these data comprise the first âmolecular profileâ of tumor-specific TIL that are naturally responding and represent a polyclonal repertoire. The molecular profile of TIL was further dissected to determine the extent of overlap and distinction between pathways that collectively restrict T cell functions. As suggested by the molecular profile of TIL, protein expression of inhibitory receptor LAG-3 was differentially regulated throughout prolonged late-G1/early-S phase of the cell cycle. Our data may accelerate efficient identification of combination therapies to boost anti-tumor function of TIL specifically against tumor cells. 4 samples, 3 biological replicates per group.
2016-04-03 | E-GEOD-79858 | biostudies-arrayexpress
Project description:The expansion of neoantigen (NeoAg)-specific T cells often accompanies clinical responses to immunotherapies, highlighting the importance of these cells for antitumor immunity. While NeoAg-specific CD8+ T cells have been broadly studied, the role of NeoAg-specific CD4+ T cells is less well understood. To study the antitumor mechanisms of NeoAg-specific CD4+ T cells, we sorted single CD4+ T cells specific for an epitope derived from a mutated clathrin heavy chain gene (CLTCH129>Q) expressed by the murine squamous cell carcinoma VII (SCC VII) tumor. T cell receptor (TCR) sequencing analysis revealed the presence of four distinct TCR clonotypes and expression of these TCRs in primary cells was sufficient to confer preferential recognition of CLTCH129>Q as compared to the corresponding wildtype CLTC epitope. Despite differences in TCR avidity, both moderate and high avidity CD4+ T cells were capable of proliferating to similar levels in response to tumor antigen in vivo and enhancing primary tumor immunity in a CD8+ T cell- and CD40L-dependent manner. Finally, we demonstrate that adoptive cellular therapy (ACT) with T stem cell memory (TSCM)-like CLTCH129>Q-specific CD4+ T cells differentiated ex vivo in culture with IL-7 and IL-15 promotes therapeutic tumor immunity associated with enhanced T cell persistence, maintenance of adoptively transferred TSCM-like cells in the tumor-draining lymph node (tdLN), and activation of CD8+ T cells in the tdLN. Overall, these findings illuminate the mechanistic role of NeoAg-specific CD4+ T cells in tumor immunity, provide insights into the impact of TCR avidity on the helper functions of CD4+ T cells, and highlight the therapeutic potential of ACT with TCR-engineered CD4+ T cells.
2023-05-24 | GSE229221 | GEO