4.7 Article

Double knockout CRISPR screen for cancer resistance to T cell cytotoxicity

Journal

JOURNAL OF HEMATOLOGY & ONCOLOGY
Volume 15, Issue 1, Pages -

Publisher

BMC
DOI: 10.1186/s13045-022-01389-y

Keywords

CRISPR screen; Immunotherapy; Cancer immunology; Genetic interaction; Double knockout; Systems biology

Funding

  1. Yale SBI/Genetics Startup Fund
  2. NIH/NCI/NIDA [DP2CA238295, 1R01CA231112, U54CA209992-8697, R33CA225498, RF1DA048811]
  3. DoD [W81XWH-17-1-0235]
  4. Damon Runyon Dale Frey Award [DFS-13-15]
  5. Melanoma Research Alliance [412806, 16-003524]
  6. St-Baldrick's Foundation [426685]
  7. Breast Cancer Alliance
  8. Cancer Research Institute (CLIP)
  9. AACR [499395, 17-20-01-CHEN]
  10. Mary Kay Foundation [017-81]
  11. V Foundation [V2017-022]
  12. Ludwig Family Foundation
  13. Blavatnik Family Foundation
  14. Sontag Foundation (DSA)
  15. Chenevert Family Foundation
  16. ACGT
  17. PSSCRA
  18. Yale Cancer Center (Team Science Award)
  19. Yale MSTP training grant from NIH [T32GM007205, T32GM007499]
  20. Ruth L. Kirschstein National Research Service Award (NRSA) Individual Predoctoral Fellowship [F31CA236453]

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Immunotherapy has revolutionized cancer treatments, but resistance remains a major challenge. This study investigates the genetic interactions between significantly mutated tumor suppressors and immune resistance genes in cancer cells' response to T cell killing. The findings provide insights into potential strategies for targeting clinically relevant cancer mutations using existing agents. The study also presents a technology platform and a double knockout library for studying genetic interactions between cancer mutations and immune resistance pathways.
Immunotherapy has transformed cancer treatments; however, a large fraction of patients encounter resistance. Such resistance is mediated by complex factors, often involving interactions between multiple genes. Thus, it is crucially important to identify genetic interactions between genes that are significantly mutated in cancer patients and those involved in immune responses, ideally the ones that currently have chemical compounds for direct targeting. To systematically interrogate such genetic interactions that mediate cancer cells' response to T cell killing, we designed an asymmetric dual perturbation library targeting the matched combinations between significantly mutated tumor suppressors and immune resistance genes. We performed a combinatorial double knockout screen on 1159 gene pairs and identified those where joint loss-of-function renders altered cellular response to T cell cytotoxicity. We also performed comparative transcriptomics-based analyses on tumor and normal samples from TCGA and GTEx cohorts, mutational profiling analyses, and survival analyses to further characterize the significance of identified hits in clinical patients. Interactions between significantly mutated tumor suppressors and potentially druggable immune resistance genes may offer insights on potential new concepts of how to target clinically relevant cancer mutations with currently available agents. This study also provides a technology platform and an asymmetric double knockout library for interrogating genetic interactions between cancer mutations and immune resistance pathways under various settings.

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