Circulating monocyte counts coupled with a 4-gene signature at leukapheresis predict survival of lymphoma patients treated with CAR T
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA1020831 | ENA |
REPOSITORIES: ENA
Similar Datasets
Project description:CD19-directed chimeric antigen receptor (CAR) T cells can induce durable remissions in relapsed/refractory large B-cell lymphomas (R/R LBCL), but 60% of patients still relapse. Biological mechanisms explaining lack of disease-response are largely unknown. To identify mechanisms of response and survival before CAR T manufacturing in 95 R/R LBCL receiving tisagenlecleucel or axicabtagene ciloleucel, we performed phenotypic, transcriptomic and functional evaluations of leukapheresis products (LK). Transcriptomic profiling of T cells in LK, revealed a signature composed of 4 myeloid genes able to identify patients with very short progression-free survival, highlighting the role of monocytes in CAR T therapy response. Accordingly, response and survival were negatively influenced by high circulating absolute monocyte counts at the time of leukapheresis, and the combined evaluation of peripheral blood monocytes and the four-gene signature in LK, identifies LBCL patients at very high risk of progression after CAR T.
2024-04-24 | GSE243973 | GEO
Project description:Immunotherapy using CD19-directed chimeric antigen receptor (CAR)-T cells has shown excellent results for treatment of B-cell leukaemia and lymphoma. To produce CAR-T cells, the patient’s own T cells are isolated from the blood and modified in a laboratory with a genetic vector to express a tumor antigen-directed CAR on its surface. The CAR-T cells are then expanded in numbers and given back to the patient with the aim to eradicate the tumors. However, some patients display primary resistance to CAR-T treatment while others relapse quickly after CAR-T treatment. In this experiment, we seek to understand whether the quality of the individual CAR-T cell product the patients were given can predict outcome to the therapy. We investigate the transcriptional profile of the individual CAR-T infusion products using single-cell RNA sequencing. In this dataset, we identified a T cell subset correlating with response that could be used as an indicator for clinical outcome. Targeted RNA and protein single-cell libraries were obtained using the BD Rhapsody platform (BD Biosciences). In total four separate targeted libraries were produced with 6 patients per library. Sequencing was performed on NovaSeq 6000 S1 sequencer at the SNP&SEQ Technology Platform (Uppsala, Sweden). The raw scRNA-seq data was pre-processed by BD Biosciences using the Rhapsody Analysis pipeline to convert the raw reads into Unique Molecular Identifier (UMI) counts. UMIs are further adjusted within Rhapsody by applying BD’s Recursive Substitution Error Correction (RSEC) and Distribution-Based Error Correction (DBEC) in order to remove false UMIs caused by sequencing or library preparation errors. Pooled samples were deconvoluted using Sample-tag reads. The scRNA-seq and AbSeq counts were loaded, processed and used for clustering and differential gene expression with Seurat v. 4.0.0.
2023-07-24 | E-MTAB-12407 | biostudies-arrayexpress
Project description:Adoptive cell therapy, a subset of cancer immunotherapy, is collection of therapeutic approaches which aim to redirect the immune system by reprogramming patient T-cells to target antigenic molecules differentially and specifically expressed in certain cancers. One promising immunotherapy technique is CAR T-cell therapy, where cancer cells are targeted through the expression a chimeric antigen receptor (CAR), a synthetic trans- membrane receptor that functionally compensates for the T-cell receptor (TCR) but targets a tumor associated antigen on the cancer cell surface. While CAR T-cell therapy is promising with two clinically approved second-generation CARs (Kymriah and Yescarta), few studies have investigated the mechanism of signal propagation in T-cells and no studies have investigated the potential signaling response in the target cells. To gain further insight to CAR-based signaling, we stimulated third generation CD19 CAR-expressing Jurkat T-cells by co-culture with SILAC labeled CD19HI Raji B-cells and used two phosphoenrichment strategies coupled with liquid chromatography-tandem mass spec- trometry (LC-MS/MS) to detect and analyze global phosphorylation changes in both cell populations. Analysis of the phosphopeptides originating from the CD19-CAR T cells revealed an increase in many phosphorylation events necessary for canonical TCR signaling. We also observed for the first time a significant decrease in B-cell receptor- related phosphopeptide abundance in CD19HI Raji B-cells after co-culture with CD19-targetted CAR T-cells.
2022-01-28 | PXD028109 | Pride
Project description:Purpose: To compare cell states amoung three populations of interest among circulating CAR T cells in patients with lymphoma. Methods: Nine patients with large B-cell lymphoma (LBCL) were treated with axicabtagene ciloleucel (axi-cel), a commercial CD19-targeted CAR T-cell therapy. On day 7, fresh peripheral blood mononuclear cells were stained with an antibody panel for fluorescence-activated cell sorting (FACS), a panel for cellular indexing of transcriptomes and epitopes by sequencing (CITE-seq), and a viability dye. Single live CAR+ T cells were sorted from each patient, counted, processed for 5' single-cell RNA-sequencing with feature barcoding and TCR clonotype analysis on the 10X Genomics platform, and sequenced by the Stanford Genomics Facility (HighSeq 4000) or Novogene (NovaSeq 6000). Results: We found that circulating CD4+ and CD8+ CAR T cells that express CD57 and T-bet are clonally expanded and display features of effector T cells. In contrast, CD4+ CD57- CAR T cells that express Helios expand polyclonally and display features of T regulatory cells. Conclusions: This study provides insights into cell states of circulating CAR T cells on day 7 that associate with clinical response or toxicity in LBCL patients treated with axi-cel.
2022-07-28 | GSE168940 | GEO
Project description:Adoptive transfer of chimeric antigen receptor (CAR)-T cells is expected to become the first line of treatment for multiple malignancies, following the enormous success of anti-CD19 therapies. However, their mechanism of action is not fully understood, and clear guidelines for the design of safe and efficient receptors are missing. We hereby describe a systematic analysis of the CAR “signalosome” in human primary T cells. Two CAR designs were compared: a second-generation (PSCA2) and a third-generation (PSCA3) anti-PSCA CAR. Phosphorylation events triggered by CAR-mediated recognition of target cells were quantified by mass spectrometry.
2019-11-07 | PXD007086 | Pride
Project description:The study aimed to elucidate the transcriptional changes introduced by genetic engineering of CAR T cells to stably express the homeostatic chemokine receptor CCR7. In vitro killing assays hinted to a higher cytolytic capacity that could be tied to an altered cytoskeletal rearrangement. Human CAR and CAR.CCR7 T cells were generated by retroviral transduction and enriched by FACS at the end of the expansion phase (day 10), either without or with a previous over-night co-culture with target Jeko1 tumor cells that express the CAR target antigen CXCR5. Enriched cells were immediately processed for bulk mRNA Seq
2023-06-30 | E-MTAB-12778 | biostudies-arrayexpress
Project description:To characterize transfer of molecules from target cells into CAR T cells via trogocytosis we cultured NALM-6 leukemia cell line expressing a CD19-mCherry fusion protein with CAR T cells. NALM6-CD19-mCherry were loaded with heavy amino acid and cocultured with CAR T cells for 1 hour. CAR T cells were next sorted into two fractions, mCherry-positive (TrogPos), and -negative (TrogNeg). Proteomics analysis revealed the presence of targeted antigen (CD19) in the TrogPos only.
2019-03-29 | PXD012833 | Pride
Project description:This dataset is a four-ligand x three-genotype Affymetrix microarray analysis of the regulation of liver genes in the mouse by the constitutive androstane receptor (CAR). 24 female mice of mixed background (C57BL/6x129Sv) were divided into three groups: wild-type (contains only mouse CAR; mCAR), CAR.KO = knockout mice (mice ablated for mCAR gene; mCAR -/-), and CAR.AH= contains human CAR transgene under the control of the mouse albumin promoter in the mCAR -/- background. Each of the three groups underwent four different treatment regimens: CO = corn oil vehicle control, PB = phenobarbitol (100 mg/kg/day), an anti-convulsant agent which can translocate both mCAR and hCAR into the nucleus to turn on target gene expression, TC = TCPOBOP, a potent non-metabolized ligand of mCAR (3 mg/kg), CITCO = a hCAR specific ligand (30 mg/kg/day). Two mice were used per treatment group and each mouse RNA was used for one chip.
2012-08-14 | E-GEOD-40120 | biostudies-arrayexpress
Project description:The exponential slope from absolute lymphocyte counts during radiochemotherapy can predict an aggressive course of cervical cancer.
| PRJEB56159 | ENA