Filippos T Charitidis, Elham Adabi, Frederic B Thalheimer, Colin Clarke, Christian J Buchholz
{"title":"通过单细胞转录组学监测靶向cd8的慢病毒载体的CAR - T细胞生成。","authors":"Filippos T Charitidis, Elham Adabi, Frederic B Thalheimer, Colin Clarke, Christian J Buchholz","doi":"10.1016/j.omtm.2021.09.019","DOIUrl":null,"url":null,"abstract":"<p><p>Quantifying gene expression in individual cells can substantially improve our understanding about complex genetically engineered cell products such as chimeric antigen receptor (CAR) T cells. Here we designed a single-cell RNA sequencing (scRNA-seq) approach to monitor the delivery of a CD19-CAR gene via lentiviral vectors (LVs), i.e., the conventional vesicular stomatitis virus (VSV)-LV and the CD8-targeted CD8-LV. LV-exposed human donor peripheral blood mononuclear cells (PBMCs) were evaluated for a panel of 400 immune response-related genes including LV-specific probes. The resulting data revealed a trimodal expression for the <i>CAR</i> and <i>CD8A</i>, demanding a careful distribution-based identification of CAR T cells and CD8+ lymphocytes in scRNA-seq analysis. The fraction of T cells expressing high <i>CAR</i> levels was in concordance with flow cytometry results. More than 97% of the cells hit by CD8-LV expressed the <i>CD8A</i> gene. Remarkably, the majority of the potential off-target cells were in fact on-target cells, resulting in a target cell selectivity of more than 99%. Beyond that, differential gene expression analysis revealed the upregulation of restriction factors in <i>CAR</i>-negative cells, thus explaining their protection from CAR gene transfer. In summary, we provide a workflow and subsetting approach for scRNA-seq enabling reliable distinction between transduced and untransduced cells during CAR T cell generation.</p>","PeriodicalId":517056,"journal":{"name":"Molecular Therapy. Methods & Clinical Development","volume":" ","pages":"359-369"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/3c/ba/main.PMC8546366.pdf","citationCount":"6","resultStr":"{\"title\":\"Monitoring CAR T cell generation with a CD8-targeted lentiviral vector by single-cell transcriptomics.\",\"authors\":\"Filippos T Charitidis, Elham Adabi, Frederic B Thalheimer, Colin Clarke, Christian J Buchholz\",\"doi\":\"10.1016/j.omtm.2021.09.019\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Quantifying gene expression in individual cells can substantially improve our understanding about complex genetically engineered cell products such as chimeric antigen receptor (CAR) T cells. Here we designed a single-cell RNA sequencing (scRNA-seq) approach to monitor the delivery of a CD19-CAR gene via lentiviral vectors (LVs), i.e., the conventional vesicular stomatitis virus (VSV)-LV and the CD8-targeted CD8-LV. LV-exposed human donor peripheral blood mononuclear cells (PBMCs) were evaluated for a panel of 400 immune response-related genes including LV-specific probes. The resulting data revealed a trimodal expression for the <i>CAR</i> and <i>CD8A</i>, demanding a careful distribution-based identification of CAR T cells and CD8+ lymphocytes in scRNA-seq analysis. The fraction of T cells expressing high <i>CAR</i> levels was in concordance with flow cytometry results. More than 97% of the cells hit by CD8-LV expressed the <i>CD8A</i> gene. Remarkably, the majority of the potential off-target cells were in fact on-target cells, resulting in a target cell selectivity of more than 99%. Beyond that, differential gene expression analysis revealed the upregulation of restriction factors in <i>CAR</i>-negative cells, thus explaining their protection from CAR gene transfer. In summary, we provide a workflow and subsetting approach for scRNA-seq enabling reliable distinction between transduced and untransduced cells during CAR T cell generation.</p>\",\"PeriodicalId\":517056,\"journal\":{\"name\":\"Molecular Therapy. Methods & Clinical Development\",\"volume\":\" \",\"pages\":\"359-369\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/3c/ba/main.PMC8546366.pdf\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Molecular Therapy. 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Monitoring CAR T cell generation with a CD8-targeted lentiviral vector by single-cell transcriptomics.
Quantifying gene expression in individual cells can substantially improve our understanding about complex genetically engineered cell products such as chimeric antigen receptor (CAR) T cells. Here we designed a single-cell RNA sequencing (scRNA-seq) approach to monitor the delivery of a CD19-CAR gene via lentiviral vectors (LVs), i.e., the conventional vesicular stomatitis virus (VSV)-LV and the CD8-targeted CD8-LV. LV-exposed human donor peripheral blood mononuclear cells (PBMCs) were evaluated for a panel of 400 immune response-related genes including LV-specific probes. The resulting data revealed a trimodal expression for the CAR and CD8A, demanding a careful distribution-based identification of CAR T cells and CD8+ lymphocytes in scRNA-seq analysis. The fraction of T cells expressing high CAR levels was in concordance with flow cytometry results. More than 97% of the cells hit by CD8-LV expressed the CD8A gene. Remarkably, the majority of the potential off-target cells were in fact on-target cells, resulting in a target cell selectivity of more than 99%. Beyond that, differential gene expression analysis revealed the upregulation of restriction factors in CAR-negative cells, thus explaining their protection from CAR gene transfer. In summary, we provide a workflow and subsetting approach for scRNA-seq enabling reliable distinction between transduced and untransduced cells during CAR T cell generation.