Transcriptomic analysis of PD-L1 positive and negative hot lung adenocarcinomas identifies a different molecular immunogenic landscape
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE180347 | GEO | 2021/09/27
REPOSITORIES: GEO
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Project description:Ongoing immunomodulatory strategies in tumors characterized by an overall hot immune phenotype may improve prognosis of patients with non-small cell lung cancer (NSCLC). Our objective was to develop a reliable and stable scoring system for the identification of immunologically hot NSCLC and to evaluate its association with response to immunotherapies. A Hot Oral Tumor (HOT) score was developed using data from The Cancer Genome Atlas. HOT score was computed in 82 patients with NSCLC treated with second-line immunotherapy targeting PD-1/PD-L1. High HOT score was associated with a statistically significant improved clinical outcome.
2022-07-07 | GSE161537 | GEO
Project description:Background: Immune checkpoint blockade improves survival in a subset of patients with non-small cell lung cancer (NSCLC), but robust biomarkers that predict response to PD-1 pathway inhibitors are lacking. Furthermore, our understanding of the diversity of the NSCLC tumor immune microenvironment remains limited. Methods: We performed comprehensive flow-cytometric immunoprofiling on both tumor and immune cells from 51 NSCLCs and integrated this analysis with clinical and histopathologic characteristics, next generation sequencing, mRNA expression, and PD-L1 immunohistochemistry (IHC). Results: Cytometric profiling identified an immunologically “hot” cluster with abundant CD8+ T cells expressing high levels of the PD-1 and TIM-3, and an immunologically “cold” cluster with lower relative abundance of CD8+ T cells and expression of inhibitory markers. The “hot” cluster was highly enriched for expression of genes associated with T cell trafficking and cytotoxic function, and high PD-L1 expression by IHC. There was no correlation between immunophenotype and KRAS or EGFR mutation, or patient smoking history, but we did observe an enrichment of squamous subtype and tumors with higher mutation burden in the “hot” cluster. Additionally, ~20% of cases had high B cell infiltrates with a subset producing IL-10. Conclusions: Our results support the use of immune-based metrics to study response and resistance to immunotherapy in lung cancer. Background: Immune checkpoint blockade improves survival in a subset of patients with non-small cell lung cancer (NSCLC), but robust biomarkers that predict response to PD-1 pathway inhibitors are lacking. Furthermore, our understanding of the diversity of the NSCLC tumor immune microenvironment remains limited. Methods: We performed comprehensive flow-cytometric immunoprofiling on both tumor and immune cells from 51 NSCLCs and integrated this analysis with clinical and histopathologic characteristics, next generation sequencing, mRNA expression, and PD-L1 immunohistochemistry (IHC). Results: Cytometric profiling identified an immunologically “hot” cluster with abundant CD8+ T cells expressing high levels of the PD-1 and TIM-3, and an immunologically “cold” cluster with lower relative abundance of CD8+ T cells and expression of inhibitory markers. The “hot” cluster was highly enriched for expression of genes associated with T cell trafficking and cytotoxic function, and high PD-L1 expression by IHC. There was no correlation between immunophenotype and KRAS or EGFR mutation, or patient smoking history, but we did observe an enrichment of squamous subtype and tumors with higher mutation burden in the “hot” cluster. Additionally, ~20% of cases had high B cell infiltrates with a subset producing IL-10. Conclusions: Our results support the use of immune-based metrics to study response and resistance to immunotherapy in lung cancer.
2016-10-11 | GSE84789 | GEO
Project description:Background: Immune checkpoint blockade improves survival in a subset of patients with non-small cell lung cancer (NSCLC), but robust biomarkers that predict response to PD-1 pathway inhibitors are lacking. Furthermore, our understanding of the diversity of the NSCLC tumor immune microenvironment remains limited. Methods: We performed comprehensive flow-cytometric immunoprofiling on both tumor and immune cells from 51 NSCLCs and integrated this analysis with clinical and histopathologic characteristics, next generation sequencing, mRNA expression, and PD-L1 immunohistochemistry (IHC). Results: Cytometric profiling identified an immunologically “hot” cluster with abundant CD8+ T cells expressing high levels of the PD-1 and TIM-3, and an immunologically “cold” cluster with lower relative abundance of CD8+ T cells and expression of inhibitory markers. The “hot” cluster was highly enriched for expression of genes associated with T cell trafficking and cytotoxic function, and high PD-L1 expression by IHC. There was no correlation between immunophenotype and KRAS or EGFR mutation, or patient smoking history, but we did observe an enrichment of squamous subtype and tumors with higher mutation burden in the “hot” cluster. Additionally, ~20% of cases had high B cell infiltrates with a subset producing IL-10. Conclusions: Our results support the use of immune-based metrics to study response and resistance to immunotherapy in lung cancer. Background: Immune checkpoint blockade improves survival in a subset of patients with non-small cell lung cancer (NSCLC), but robust biomarkers that predict response to PD-1 pathway inhibitors are lacking. Furthermore, our understanding of the diversity of the NSCLC tumor immune microenvironment remains limited. Methods: We performed comprehensive flow-cytometric immunoprofiling on both tumor and immune cells from 51 NSCLCs and integrated this analysis with clinical and histopathologic characteristics, next generation sequencing, mRNA expression, and PD-L1 immunohistochemistry (IHC). Results: Cytometric profiling identified an immunologically “hot” cluster with abundant CD8+ T cells expressing high levels of the PD-1 and TIM-3, and an immunologically “cold” cluster with lower relative abundance of CD8+ T cells and expression of inhibitory markers. The “hot” cluster was highly enriched for expression of genes associated with T cell trafficking and cytotoxic function, and high PD-L1 expression by IHC. There was no correlation between immunophenotype and KRAS or EGFR mutation, or patient smoking history, but we did observe an enrichment of squamous subtype and tumors with higher mutation burden in the “hot” cluster. Additionally, ~20% of cases had high B cell infiltrates with a subset producing IL-10. Conclusions: Our results support the use of immune-based metrics to study response and resistance to immunotherapy in lung cancer. 29 NSCLC cases analyzed wth Nanostring human PanCancer immune module
2016-10-11 | GSE84797 | GEO
Project description:The identification of novel therapeutic strategies to overcome the intrinsic or acquired resistance to trametinib in mutant KRAS lung adenocarcinoma (LUAD) is a major challenge. This study analyzes the effects of trametinib in Id1, a key factor involved in the oncogenic KRAS pathway, and investigates the Id1 role in acquire resistance and synergy with immunotherapy in KRAS-driven LUAD. Restoring the antitumor immune response by blocking programmed-cell death protein 1 (PD-1) and programmed-cell death-ligand 1 (PD-L1) pathway represents a major breakthrough in non-small-cell lung cancer (NSCLC) treatment. Nevertheless, a high proportion of LUAD patients with KRAS alterations remain refractory to this therapy. Material and Methods: To explore whether MEK1/2 inhibition reduces Id1 expression, in vitro and in vivo experiments were conducted in KRAS-mutant NSCLC cells and murine models. RNAseq analysis was performed to elucidate the pathways involved in Id1 inhibition. Apoptosis and PD-L1 expression was measured by flow cytometry. Synergy of trametinib combined with anti-PD1 was investigated in KRAS-mutant LUAD mouse models. Results: Using preclinical syngeneic KRAS-mutant lung cancer mouse models, we demonstrate that trametinib synergizes with PD-1 blockade to reduce lung cancer progression and increase mice overall survival. This antitumor activity was linked to the degradation of Id1 via proteasome, and an enhanced INF-Y-mediated PD-L1 tumor cell expression in KRAS-mutant tumor cells. This effect required CD8+ T cells, boosted the intratumoral CD8+/Treg ratio, reducing the intratumoral Treg/CD4+ ratio. Conclusions: Our data may support the role of Id1 in the trametinib antitumoral effect, sustaining the mitogen-activated protein kinases (MAPK) signaling pathway involved in the trametinib acquired resistance cells and sensitizing KRAS-mutant lung tumors to PD-1 inhibitors, through PD-L1 overexpression.
2024-05-17 | GSE236258 | GEO
Project description:Success of immune checkpoint inhibitors in advanced non-small cell lung cancer (NSCLC) has invigorated their use in neo-adjuvant setting for early-stage disease. However, the cellular and molecular mechanisms of the early immune responses to therapy remain poorly understood. Through an integrated analysis of early-stage NSCLC patients and a Kras-mutant mouse model, we show a prevalent programmed cell death 1/ programmed cell death 1 ligand 1 (PD-1/PD-L1) axis exemplified by increased intratumoral PD-1+ T cells and PD-L1 expression. Notably, tumor progression was associated with spatiotemporal modulation of the immune microenvironment. Importantly, PD-1 inhibition controlled tumor growth, improved overall survival, and reprogrammed tumor-associated lymphoid and myeloid cells. Depletion of T lymphocyte subsets demonstrated synergistic effects of those populations on PD-1 inhibition of tumor growth. Transcriptome analyses revealed T cell subset-specific alterations corresponding to degree of response to the treatment. These results provide insights into temporal evolution of the phenotypic effects of PD-1/PD-L1 activation and inhibition, and motivate targeting this axis early in lung cancer progression.
2018-07-26 | GSE114300 | GEO
Project description:BACKGROUND. Precise stratification of patients with non–small cell lung cancer (NSCLC) is needed for appropriate application of PD-1/PD-L1 blockade therapy. METHODS. We measured soluble (s) forms of the PD-L1, PD-1, and CTLA-4 in plasma of patients with advanced NSCLC before PD-1/PD-L1 blockade. Prospective biomarker finding trial (cohort A), 50 patients with pretreated NSCLC received nivolumab. In cohort B to E, retrospective observational study, soluble immune checkpoint molecules were evaluated for patients with advanced NSCLC treated with any PD-1/PD-L1 blockade (cohort B and C), cytotoxic chemotherapy (D) or targeted therapy (E). Blood samples were obtained from all patients and soluble immune checkpoint molecules were evaluated using a highly sensitive chemiluminescence-based assay. RESULTS. Nonresponsiveness to PD-1/PD-L1 blockade therapy was associated with higher concentrations of these soluble immune factors among patients with immune-reactive (hot) tumors. Such correlation was not observed in patients treated with cytotoxic chemotherapy or targeted therapies. Integrative analysis of tumor size, PD-L1 expression in tumor tissue (tPD-L1), and gene expression in tumor tissue and peripheral CD8+ T cells revealed that high concentrations of the three soluble immune factors were associated with hyper or terminal exhaustion of antitumor immunity. The combination of sPD-L1 and sCTLA-4 efficiently discriminated responsiveness among patients with immune-reactive tumors. CONCLUSION. Combinations of soluble immune factors might be able to identify patients unlikely to respond to PD-1/PD-L1 blockade as a result of terminal exhaustion of antitumor immunity. Our data suggest such a combination might provide a biomarker complementary to tPD-L1 for NSCLC patients.
2024-03-30 | GSE242860 | GEO
Project description:Programmed cell death 1 ligand 1 (PD-L1) is known to suppress immune system and to be an unfavorable prognostic factor in ovarian cancer. The purpose of this study was to elucidate the function of PD-L1 in peritoneal dissemination. Tumor cell lysis by CTLs was attenuated when PD-L1 on tumor cells was overexpressed and promoted when it was silenced. PD-L1 overexpression also inhibited gathering and degranulation of CTLs. Gene expression profile of mouse CTLs caused by PD-L1-overexpressing ovarian cancer was related to human CTLs exhaustion. In mouse ovarian cancer dissemination models, depleting PD-L1 expression on tumor cells resulted in inhibited tumor growth in the peritoneal cavity and prolonged survival. Restoring immune function by inhibiting immune-suppressive factors such as PD-L1 may be a promising therapeutic strategy for peritoneal dissemination. Genome-wide transcriptional changes in OT-1 mouse CD8+ T cells that were co-incubated with OVA peptide-loaded ID8 mouse ovarian cancer cell lines. CTLs from 4 mice were devided into 2 groups, and co-incubated with PD-L1-overexpressed ID8 or PD-L1-depleted ID8.
2012-07-09 | E-GEOD-39205 | biostudies-arrayexpress
Project description:While immunotherapy has shown efficacy in non-small cell lung cancer (NSCLC) patients, many respond only partially or not at all. One limitation in improving outcomes is the lack of a complete understanding of factors regulating immune checkpoint targets. Here, we sought to address a possible link between an environmental chemical receptor implicated in NSCLC and immune regulation, the aryl hydrocarbon receptor (AhR), and a known but counterintuitive mediator of immunosuppression, IFN , in regulation of two immune checkpoints, PD-L1 and the IDO1, in lung adenocarcinoma (LUAD). To this end we used AhR, PD-L1, and IFN R gene-edited LUAD cell lines, a syngeneic LUAD mouse model, bulk- and single cell-RNA sequencing of LUADs and tumor-infiltrating leukocytes, and existing human transcriptomic databases. The data demonstrate that: 1) the AhR regulates both PD-L1 and IDO1 in murine and human LUAD cells, 2) AhR-driven IDO1 results in production of Kyn which likely mediates an AhR→IDO1→Kyn→AhR amplification loop, 3) the previously characterized induction by IFN of PD-L1 and IDO is mediated by the AhR, 4) transplantation of LUAD cells in which the AhR is deleted results in long-term tumor immunity in approximately half of the mice; slow growing tumors in the other half exhibit significantly higher densities of CD4+ and CD8+ T cells expressing immunocompetence markers, and 5) deletion of either IFN R1 or PD-L1 does not provide the same level of immune protection as AhR deletion. The data definitively link IFN - mediated immunosuppression to the AhR and support the targeting of the AhR in the context of LUAD.
2024-06-08 | GSE241977 | GEO
Project description:While immunotherapy has shown efficacy in non-small cell lung cancer (NSCLC) patients, many respond only partially or not at all. One limitation in improving outcomes is the lack of a complete understanding of factors regulating immune checkpoint targets. Here, we sought to address a possible link between an environmental chemical receptor implicated in NSCLC and immune regulation, the aryl hydrocarbon receptor (AhR), and a known but counterintuitive mediator of immunosuppression, IFN , in regulation of two immune checkpoints, PD-L1 and the IDO1, in lung adenocarcinoma (LUAD). To this end we used AhR, PD-L1, and IFN R gene-edited LUAD cell lines, a syngeneic LUAD mouse model, bulk- and single cell-RNA sequencing of LUADs and tumor-infiltrating leukocytes, and existing human transcriptomic databases. The data demonstrate that: 1) the AhR regulates both PD-L1 and IDO1 in murine and human LUAD cells, 2) AhR-driven IDO1 results in production of Kyn which likely mediates an AhR→IDO1→Kyn→AhR amplification loop, 3) the previously characterized induction by IFN of PD-L1 and IDO is mediated by the AhR, 4) transplantation of LUAD cells in which the AhR is deleted results in long-term tumor immunity in approximately half of the mice; slow growing tumors in the other half exhibit significantly higher densities of CD4+ and CD8+ T cells expressing immunocompetence markers, and 5) deletion of either IFN R1 or PD-L1 does not provide the same level of immune protection as AhR deletion. The data definitively link IFN - mediated immunosuppression to the AhR and support the targeting of the AhR in the context of LUAD.
2024-06-08 | GSE241979 | GEO
Project description:While immunotherapy has shown efficacy in non-small cell lung cancer (NSCLC) patients, many respond only partially or not at all. One limitation in improving outcomes is the lack of a complete understanding of factors regulating immune checkpoint targets. Here, we sought to address a possible link between an environmental chemical receptor implicated in NSCLC and immune regulation, the aryl hydrocarbon receptor (AhR), and a known but counterintuitive mediator of immunosuppression, IFN , in regulation of two immune checkpoints, PD-L1 and the IDO1, in lung adenocarcinoma (LUAD). To this end we used AhR, PD-L1, and IFN R gene-edited LUAD cell lines, a syngeneic LUAD mouse model, bulk- and single cell-RNA sequencing of LUADs and tumor-infiltrating leukocytes, and existing human transcriptomic databases. The data demonstrate that: 1) the AhR regulates both PD-L1 and IDO1 in murine and human LUAD cells, 2) AhR-driven IDO1 results in production of Kyn which likely mediates an AhR→IDO1→Kyn→AhR amplification loop, 3) the previously characterized induction by IFN of PD-L1 and IDO is mediated by the AhR, 4) transplantation of LUAD cells in which the AhR is deleted results in long-term tumor immunity in approximately half of the mice; slow growing tumors in the other half exhibit significantly higher densities of CD4+ and CD8+ T cells expressing immunocompetence markers, and 5) deletion of either IFN R1 or PD-L1 does not provide the same level of immune protection as AhR deletion. The data definitively link IFN - mediated immunosuppression to the AhR and support the targeting of the AhR in the context of LUAD.
2024-06-08 | GSE241978 | GEO