TCPGdb: A comprehensive T cell perturbation genomics database for identification of critical T cell regulators

Abstract

CAR-T therapies utilizing T cells engineered with chimeric antigen receptors (CARs) have revolutionized the treatment of hematologic and immune-related malignancies. However, the anti-tumor capability of engineered CAR-T cells are often not persistent, which greatly dampen its clinical efficacy. To address this limitation, massive parallel genetic screens were widely used to identified novel targets and regulators that enhance T cell anti-tumor capability and persistence in tumor microenvironment. We hypothesized that by combining the pooled screen data from multiple independent genetic screens we could provide a systematic, comprehensive, and robust analysis of the effect of gene perturbation on T-cell based immunotherapies. After collecting data from previously published T cell screens, including CRISPR-based and ORF-based screens, through Gene Expression Omnibus (GEO), we reprocessed the gene hits summary and conducting a pathway enrichment analysis. A T cell screen perturbation score (TPS) was employed to quantifies the impact of the gene on T cell function. Additionally, gene expression data (both bulk RNA level and single-cell RNA level) from autoimmune disease and T cell-derived cancers were analyzed to pick up gene perturbations that potentially augment T cell proliferation. We integrated all data and analysis on 27 T-cells screens into our state-of-the-art T cell perturbation genomics database (TCPGdb), which is made easily accessible through our webserver and allows users to interactively explore the impact of query genes on T cell function based on prior screen data and our TPS scoring module. TCPGdb is publicly accessible at http://tcpgdb.sidichenlab.org/.