Next Generation Sequencing Facilitates Quantitative Analysis of Transcriptomes and TCR repertoire in vaccinated PBMCs and tumors
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ABSTRACT: In the clinical trial, we evaluated the immunological efficacy of the vaccination of GBM6-AD, a tumor-cell lysate, assisted with poly-ICLC in low grade glioma. To characterize the gene expression, subset proportions, and T-cell receptor (TCR) profile of T-cells in PBMCs, we analyzed pre- and post-neoadjuvant vaccinated PBMCs from four immunological responders (103-018, -26, -29, -51), using droplet-based 5’ single-cell RNA-sequencing (scRNA-seq) and single-cell T-cell receptor-sequencing (scTCR-seq) with 10x GENOMICS platform. Further, we analyzed the gene expression profiles in resected tumor specimens by bulk RNA-seq analyses.
Project description:Autologous tumor lysate-pulsed dendritic cell (ATL-DC) vaccination is a promising immunotherapy for patients with high grade gliomas, but responses have not been demonstrated in all patients. Pre-clinical studies demonstrate that toll-like receptor (TLR) agonists can enhance the anti-tumor immune response from cancer vaccines. To determine the most effective combination of autologous tumor lysate-pulsed DC vaccination, with or without the adjuvant toll-like receptor (TLR) agonists poly-ICLC or resiquimod, we conducted a randomized, open-label multi-arm Phase 2 clinical trial to evaluate immune responses and survival in 23 patients with newly diagnosed or recurrent WHO Grade III-IV malignant gliomas. Patients were randomized to receive ATL-DC vaccination with either a placebo, a TLR-7/8 agonist (resiquimod, topical 0.2%), or a TLR-3 agonist (poly-ICLC, 20 mcg/kg intramuscular). Peripheral blood was obtained at baseline and following the vaccination cycle for immune monitoring. Mass cytometry, bulk and single-cell RNA sequencing analyses were performed. Analysis of the bulk RNAseq data (pre-treatment vs. post-treatment) demonstrated highly significant upregulation of type 1 and type 2 interferon gene expression selectively in patients who received adjuvant TLR agonist (either poly-ICLC or resiquimod) together with ATL-DC. CyTOF analysis of patient peripheral blood mononuclear cells (PBMCs) showed increased levels of memory PD-1+ T-cell and monocyte populations after ATL-DC + TLR agonist administration. In addition, scRNA-seq demonstrated a higher expression fold change of IFN-induced genes with poly-ICLC treatment in both peripheral blood monocytes and T lymphocytes. Median progression-free survival (PFS) was 8.1 months (5.5 placebo vs. 8.1 resiquimod vs. 31.4 poly-ICLC), and median overall survival (OS) was 26.6 months (7.7 placebo vs. 16.7 resiquimod vs. 52.5 poly-ICLC). Patients who had higher expression of interferon response genes lived significantly longer and had longer time to progression compared to those with lower expression. The results suggest that ATL-DC in conjunction with adjuvant poly-ICLCTL induces a polarized interferon response in circulating monocytes and specific activation of a CD8+ T cell population. This combination was associated with extended survival in this patient population. This interferon response signature may represent an important blood biomarker for immunotherapy in patients with malignant glioma.
Project description:Autologous tumor lysate-pulsed dendritic cell (ATL-DC) vaccination is a promising immunotherapy for patients with high grade gliomas, but responses have not been demonstrated in all patients. Pre-clinical studies demonstrate that toll-like receptor (TLR) agonists can enhance the anti-tumor immune response from cancer vaccines. To determine the most effective combination of autologous tumor lysate-pulsed DC vaccination, with or without the adjuvant toll-like receptor (TLR) agonists poly-ICLC or resiquimod, we conducted a randomized, open-label multi-arm Phase 2 clinical trial to evaluate immune responses and survival in 23 patients with newly diagnosed or recurrent WHO Grade III-IV malignant gliomas. Patients were randomized to receive ATL-DC vaccination with either a placebo, a TLR-7/8 agonist (resiquimod, topical 0.2%), or a TLR-3 agonist (poly-ICLC, 20 mcg/kg intramuscular). Peripheral blood was obtained at baseline and following the vaccination cycle for immune monitoring. Mass cytometry, bulk and single-cell RNA sequencing analyses were performed. Analysis of the bulk RNAseq data (pre-treatment vs. post-treatment) demonstrated highly significant upregulation of type 1 and type 2 interferon gene expression selectively in patients who received adjuvant TLR agonist (either poly-ICLC or resiquimod) together with ATL-DC. CyTOF analysis of patient peripheral blood mononuclear cells (PBMCs) showed increased levels of memory PD-1+ T-cell and monocyte populations after ATL-DC + TLR agonist administration. In addition, scRNA-seq demonstrated a higher expression fold change of IFN-induced genes with poly-ICLC treatment in both peripheral blood monocytes and T lymphocytes. Median progression-free survival (PFS) was 8.1 months (5.5 placebo vs. 8.1 resiquimod vs. 31.4 poly-ICLC), and median overall survival (OS) was 26.6 months (7.7 placebo vs. 16.7 resiquimod vs. 52.5 poly-ICLC). Patients who had higher expression of interferon response genes lived significantly longer and had longer time to progression compared to those with lower expression. The results suggest that ATL-DC in conjunction with adjuvant poly-ICLCTL induces a polarized interferon response in circulating monocytes and specific activation of a CD8+ T cell population. This combination was associated with extended survival in this patient population. This interferon response signature may represent an important blood biomarker for immunotherapy in patients with malignant glioma.
Project description:The ability of bacteriophages to kill bacteria is well known, as is their potential use as alternatives to antibiotics. As such, bacteriophages reach high doses locally through infection of their bacterial host in the human body. In this study we assessed the gene expression profile, by means of whole transcriptome analysis, of peripheral blood mononuclear cells (PBMCs) derived from a healthy human donor and stimulated with a Pseudomonas aeruginosa phage PNM lysate, or P. aeruginosa strain 573. The PBMCs were stimulated for 20 h, followed by lysis of the cells and RNA extraction. In total, three stimulations were performed: control sample (i.e. not stimulated), P. aeruginosa phage PNM lysate and P. aeruginosa strain 573. Each stimulation was conducted in triplicate. The transcriptome analysis showed that the phage induce a clear immunological responses. Both pro- and anti-inflammatory genes were up-regulated in the PBMCs in the presence of the phage or its bacterial host. Our results indicate that bacteriophages might play a bigger role in the immune response then previously described and might have a broader effect than the clearing of bacterial infections alone, such as the suppression of the immune response to benefit their own survival.
Project description:To conduct a comprehensive analysis, we performed scRNA-seq and paired T-cell receptor sequencing (scTCR-seq) on tumor-infiltrating CD4+ T cells.
Project description:Gene profiling and T cell clonotype analysis on SARS-CoV-2-M198-206-specific CD8+ T cells were performed by scRNA-seq and scTCR-seq.
Project description:We performed scTCR-seq to investigate overall immune cell populations and distribution of MAC-PD patients, according to their clinical outcome.
Project description:Adjuvants are critical for the success of vaccines, and agonists for microbial pattern recognition receptors are promising new candidates. A mechanism for the immune enhancing role of adjuvants is to stimulate innate immunity. We studied the innate immune response in humans to synthetic double stranded RNA (poly ICLC), a ligand for TLR3 and MDA-5 cytosolic RNA helicase. Transcriptional analysis of blood samples from eight volunteers, after subcutaneous administration of poly ICLC showed upregulation of genes involved in multiple innate immune pathways in all subjects, including interferon and inflammasome signaling. Blocking of type I interferon receptor ex vivo significantly dampened the response to poly IC. Comparative transcriptional analysis showed that several innate pathways were similarly induced in volunteers immunized with the highly efficacious Yellow Fever Vaccine. Therefore a chemically defined microbial agonist like poly ICLC can be a reliable and authentic microbial mimic for inducing innate immunity, here for a live attenuated viral vaccine in humans. GSM813292-GSM813386: RNA expression obtained at different time points from Human blood after poly ICLC administration compared to RNA expression obtained from Human blood after placebo administration GSM813387-GSM813410: Blocking of type I interferon receptor ex vivo followed by poly IC stimulation
Project description:RA patients (according to ACR/EULAR 2010 criteria) who started abatacept due to high disease activity (DAS28>5.1), were recruited to perform immunological studies at baseline, 3 and 6 months of therapy. Peripheral blood mononuclear cells (PBMCs) were isolated and immune cell populations were characterized using flow cytometry. Proteomic analysis was performed on baseline sera.