Minimized combinatorial CRISPR screens identify genetic interactions in autophagy

Nucleic Acids Res. 2021 Jun 4;49(10):5684-5704. doi: 10.1093/nar/gkab309.

Abstract

Combinatorial CRISPR-Cas screens have advanced the mapping of genetic interactions, but their experimental scale limits the number of targetable gene combinations. Here, we describe 3Cs multiplexing, a rapid and scalable method to generate highly diverse and uniformly distributed combinatorial CRISPR libraries. We demonstrate that the library distribution skew is the critical determinant of its required screening coverage. By circumventing iterative cloning of PCR-amplified oligonucleotides, 3Cs multiplexing facilitates the generation of combinatorial CRISPR libraries with low distribution skews. We show that combinatorial 3Cs libraries can be screened with minimal coverages, reducing associated efforts and costs at least 10-fold. We apply a 3Cs multiplexing library targeting 12,736 autophagy gene combinations with 247,032 paired gRNAs in viability and reporter-based enrichment screens. In the viability screen, we identify, among others, the synthetic lethal WDR45B-PIK3R4 and the proliferation-enhancing ATG7-KEAP1 genetic interactions. In the reporter-based screen, we identify over 1,570 essential genetic interactions for autophagy flux, including interactions among paralogous genes, namely ATG2A-ATG2B, GABARAP-MAP1LC3B and GABARAP-GABARAPL2. However, we only observe few genetic interactions within paralogous gene families of more than two members, indicating functional compensation between them. This work establishes 3Cs multiplexing as a platform for genetic interaction screens at scale.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Autophagy / genetics*
  • Autophagy-Related Proteins / genetics
  • Autophagy-Related Proteins / metabolism
  • CRISPR-Cas Systems*
  • Carcinoma, Squamous Cell / mortality
  • Cell Proliferation / genetics
  • Cell Survival / genetics
  • Clustered Regularly Interspaced Short Palindromic Repeats / genetics*
  • Databases, Genetic
  • Gene Knockout Techniques / methods*
  • Gene Library
  • Gene Regulatory Networks / genetics*
  • Genes, Essential
  • HEK293 Cells
  • High-Throughput Nucleotide Sequencing
  • Humans
  • Kaplan-Meier Estimate
  • Kelch-Like ECH-Associated Protein 1 / genetics
  • Kelch-Like ECH-Associated Protein 1 / metabolism
  • Lung Neoplasms / mortality
  • Models, Genetic
  • RNA, Guide, CRISPR-Cas Systems
  • RNA-Seq
  • Vesicular Transport Proteins / genetics
  • Vesicular Transport Proteins / metabolism

Substances

  • ATG2B protein, human
  • Autophagy-Related Proteins
  • KEAP1 protein, human
  • Kelch-Like ECH-Associated Protein 1
  • RNA, Guide, CRISPR-Cas Systems
  • Vesicular Transport Proteins