Single-cell RNA-seq of peripheral blood mononuclear cells in classic Hodgkin lymphoma
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PROVIDER: EGAS00001007569 | EGA |
REPOSITORIES: EGA
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Project description:Abstract: Classic Hodgkin lymphoma (cHL) is a largely MHC class I-negative tumor with recurrent 9p24.1/ PD-L1/ PD-L2 copy gains and the highest reported response rates to PD-1 blockade. We utilized scRNA sequencing to characterize the peripheral immune response to PD-1 blockade and more broadly define non-CD8+ dependent mechanisms of immune evasion in cHL. Peripheral blood mononuclear cells were obtained from 20 patients with relapsed/refractory (R/R) cHL treated with PD-1 blockade (nivolumab) on the CheckMate 205 clinical trial (paired samples from cycle 1 day 1 [C1D1] and cycle 4 day 1 [C4D1]), 11 patients with newly diagnosed, previously untreated cHL and 13 healthy donors.
| EGAD00001011360 | EGA
Project description:The classical Hodgkin lymphoma (cHL) environment is comprised of a rich and varied immune cell infiltrate that is co-opted to support the survival and growth of malignant Hodgkin-Reed-Sternberg (HRS) cells. Several lines of evidence support the notion that, despite the immune suppressive environment that characterizes this disease, HRS cells are actively surveilled by endogenous T cells. For instance, HRS cells recurrently acquire genetic lesions associated with impaired antigen presentation and PD-L1 upregulation. Moreoever, cHL is particularly vulnerable to anti-PD-1/PD-L1 immunotherapy, which indicates that T cells can recognize and eliminate HRS cells when dominant immune checkpoints are disabled. However, the T cells that drive responses to anti-PD-1 therapy in cHL have not been defined. Furthermore, there is a paucity of data linking phenotypic and functional T cell states with clonality at the single cell level in cHL. To address this knowledge gap, we performed paired single cell RNA and T cell receptor sequencing (scRNA/TCR-seq) on 14 cHL and 5 reactive lymphoid tissue (RLT) specimens. Recurrent and significant clonal expansion within effector and exhausted CD8+ T cell and regulatory T (TREG) cell clusters was uniquely observed in most cHL specimens. Surprisingly, CD8+ T cells exhibiting transcriptional features of exhaustion were relatively uncommon in cHL specimens. Multi-plex flow cytometric analysis revealed maintained effector cytokine secretion by most conventional lymphoma-infiltrating T cells upon ex vivo restimulation, which argued against a profound T cell dysfunctional state in cHL, and suggested that lymphoma-iniltrating T cells, when removed from the immune suppressive cHL environment, are capable of exerting effector functions. Finally, these results raise new questions about the nature of the T cells that mediate response to PD-1 blockade therapy in patients with cHL.
2024-01-22 | GSE245920 | GEO
Project description:Transcriptome analysis of human peripheral blood monocytes Combination therapy concurrently targeting PD-1 and CTLA-4 immune checkpoints leads to remarkable antitumor effects. Although both PD-1 and CTLA-4 dampen the T cell activation, the in vivo effects of these drugs in humans remain to be clearly defined. To better understand biologic effects of therapy, we analyzed blood/tumor tissue from patients undergoing single or combination immune checkpoint blockade. We show that blockade of CTLA-4, PD-1, or combination of the two leads to distinct genomic (changes in gene-expression profile) and functional signatures in vivo in purified human T cells and monocytes. RNA extracted from freshly isolated monocytes from peripheral blood of patients treated with either antiâPD-1 (n = 6), antiâCTLA-4 (n = 5), Combo therapy with antiâPD-1 and antiâCTLA-4 concurrently (Combo, n = 6), and Seq antiâPD-1 in patients with prior antiâCTLA-4 (Seq, n = 3) was analyzed using the Affymetrix GeneChip Human Transcriptome 2.0 exon array. No techinical replicates were performed.
2016-02-16 | E-GEOD-77924 | biostudies-arrayexpress
Project description:Transcriptome analysis of human peripheral blood T cells Combination therapy concurrently targeting PD-1 and CTLA-4 immune checkpoints leads to remarkable antitumor effects. Although both PD-1 and CTLA-4 dampen the T cell activation, the in vivo effects of these drugs in humans remain to be clearly defined. To better understand biologic effects of therapy, we analyzed blood/tumor tissue from patients undergoing single or combination immune checkpoint blockade. We show that blockade of CTLA-4, PD-1, or combination of the two leads to distinct genomic (changes in gene-expression profile) andfunctional signatures in vivo in purified human T cells. RNA extracted from freshly isolated T cells from peripheral blood of patients treated with either antiâ??PD-1 (n = 6), antiâ??CTLA-4 (n = 5), Combo therapy with antiâ??PD-1 and antiâ??CTLA-4 concurrently (Combo, n = 6), and Seq antiâ??PD-1 in patients with prior antiâ??CTLA-4 (Seq, n = 3) was analyzed using the Affymetrix GeneChip Human Transcriptome 2.0 exon array. No techinical replicates were performed.
2016-02-10 | E-GEOD-77714 | biostudies-arrayexpress
Project description:Elevated plasma interleukin-8 (IL8) has been associated with poor outcome to immune checkpoint blockade. Here we performed single cell RNAseq with peripheral blood mononuclear cells (PBMCs) of patients treated with atezolizumab (anti-PD-L1 mAb) from bladder cancer from a Phase II trial IMvigor210. We found that high IL8 gene expression is enriched in nonresponders to atezolizumab
2020-02-14 | GSE145281 | GEO
Project description:The ability to modulate immune-inhibitory pathways using checkpoint blockade antibodies such as PD-1, PD-L1, and CTLA-4 represents a significant breakthrough in cancer therapy in recent years. This has driven interest in identifying small-molecule-immunotherapy combinations to increase the proportion of responses. Murine syngeneic models, which have a functional immune system, represent an essential tool for pre-clinical evaluation of new immunotherapies. However, immune response varies widely between models and the translational relevance of each model is not fully understood, making selection of an appropriate pre-clinical model for drug target validation challenging. Utilizing RNAseq transcriptomic profiling, we have characterised the changes in gene regulatory pathways and immune populations in CT26 mice after treatment with the combination of anti-PD-L1 and anti-CTLA-4 antibodies. At day 7 post tumor implant, the pathways analysis of differentially expressed genes indicated an enrichment for migration of leukocytes in response to inflammation and communication between innate and adaptive immune cells. Similarly, analysis of upstream regulators suggested that lipopolysaccharide, IL-1B, TNF, IFNG, and NFKB1A pathways associated with inflammation were activated. At day 14, pathways related T-helper cell signalling pathways were upregulated. In addition, upstream regulators of the lipopolysaccharide and IFNG pathway, as well STAT1 and IL21 pathway were enriched, indicative of innate and adaptive immune response to inflammation.
2020-04-16 | E-MTAB-7777 | biostudies-arrayexpress
Project description:<p>Blockade of T cell coinhibitory molecules such as CTLA-4 and PD-1, can activate T cell antitumor response. Although these immune checkpoint blockades (CTLA-4 blockade and PD-1 blockade) have shown durable response, response rate is modest. Therefore, there is a need to find stable biomarkers predictive of response to immune checkpoint blockades and to understand underlying resistance mechanisms. We collected longitudinal tumor biopsies from a cohort of metastatic melanoma patients treated with sequential immune checkpoint blockades and performed whole exome sequencing of this cohort. The comprehensive genomic characterization of tumors enabled identification of higher copy number loss burden as a resistance mechanism and clonal T cell repertoire as a predictive biomarker.</p>
| phs001425 | dbGaP
Project description:Adaptive immune escape of tumor cells by upregulation of ligands for programmed death 1 (PD-1) has been identified as an important and targetable pathway in many cancer types. Many clinical trials have demonstrated that targeting PD-1 or its ligand PD-L1 with immune checkpoint inhibitors (ICI) can restore anti-tumor immunity and induce durable remission. In patients with non-small cell lung cancer (NSCLC), several trials have demonstrated a survival benefit with ICI in patients with metastatic and locally advanced NSCLC.Yet, most patients have primary resistance to PD-1 or PD-L1 blockade during treatment: approximately 20% of unselected patients with NSCLC achieve a partial response while 40-50% have progressive disease as best response. Understanding mechanisms of primary resistance to PD-(L)1 blockade is important in the search for potentially targetable pathways and may ultimately allow discrimination between patients that benefit from PD-(L)1 blockade and those requiring combination or other approaches. We collected PBMCs and serum samples from 35 patients with NSCLC before and during PD-1 blockade treatment with nivolumab. We analyzed differentially expressed genes in CD8+ T cells from the peripheral blood of 5 patients with partial response and 5 patients with primary progressive disease to identify mechanisms of resistance to PD-1 therapy. Cells were collected from samples taken before and after 4 weeks of treatment.
2021-03-01 | GSE111414 | 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:Transcriptome analysis of human peripheral blood T cells Combination therapy concurrently targeting PD-1 and CTLA-4 immune checkpoints leads to remarkable antitumor effects. Although both PD-1 and CTLA-4 dampen the T cell activation, the in vivo effects of these drugs in humans remain to be clearly defined. To better understand biologic effects of therapy, we analyzed blood/tumor tissue from patients undergoing single or combination immune checkpoint blockade. We show that blockade of CTLA-4, PD-1, or combination of the two leads to distinct genomic (changes in gene-expression profile) andfunctional signatures in vivo in purified human T cells.
2016-02-10 | GSE77714 | GEO