AI Article Synopsis

  • Genetic screens using single-cell CRISPR technology (scCRISPR) are being developed to improve cancer treatment through immune-related studies involving various cell types.
  • The study integrates two scCRISPR platforms, Perturb-seq and CROP-seq, to refine experimental conditions and data analysis for better alignment between high-throughput results and individual experiments.
  • Findings indicate that scCRISPR platforms not only analyze gene expression and their effects in single cells but also help understand how tumor-related factors interact with T cell activity, offering insights that traditional bulk RNA-seq cannot provide.

Article Abstract

Genetic screens are widely exploited to develop novel therapeutic approaches for cancer treatment. With recent advances in single-cell technology, single-cell CRISPR screen (scCRISPR) platforms provide opportunities for target validation and mechanistic studies in a high-throughput manner. Here, we aim to establish scCRISPR platforms which are suitable for immune-related screens involving multiple cell types. We integrated two scCRISPR platforms, namely Perturb-seq and CROP-seq, with both and immune screens. By leveraging previously generated resources, we optimized experimental conditions and data analysis pipelines to achieve better consistency between results from high-throughput and individual validations. Furthermore, we evaluated the performance of scCRISPR immune screens in determining underlying mechanisms of tumor intrinsic immune regulation. Our results showed that scCRISPR platforms can simultaneously characterize gene expression profiles and perturbation effects present in individual cells in different immune screen conditions. Results from scCRISPR immune screens also predict transcriptional phenotype associated with clinical responses to cancer immunotherapy. More importantly, scCRISPR screen platforms reveal the interactive relationship between targeting tumor intrinsic factors and T cell-mediated antitumor immune response which cannot be easily assessed by bulk RNA-seq. Collectively, scCRISPR immune screens provide scalable and reliable platforms to elucidate molecular determinants of tumor immune resistance.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9732527PMC
http://dx.doi.org/10.1093/narcan/zcac038DOI Listing

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