Rxivist logo

De novo Identification of Essential Protein Domains from CRISPR/Cas9 Tiling-sgRNA Knockout Screens

By Wei A He, Liang Zhang, Oscar D Villarreal, Rongjie Fu, Ella Bedford, Jingzhuang Dou, Mark T Bedford, Xiaobing Shi, Taiping Chen, Blaine Bartholomew, Han Xu

Posted 18 Mar 2019
bioRxiv DOI: 10.1101/581751 (published DOI: 10.1038/s41467-019-12489-8)

High-throughput CRISPR/Cas9 knockout screens using a tiling-sgRNA design permit in situ evaluation of protein domain function. To facilitate de novo identification of essential protein domains from such screens, we developed ProTiler, a computational method for the robust mapping of CRISPR knockout hyper-sensitive (CKHS) regions, which refers to the protein regions that are associated with strong sgRNA dropout effect in the screens. We used ProTiler to analyze a published CRISPR tiling screen dataset, and identified 175 CKHS regions in 83 proteins. Of these CKHS regions, more than 80% overlapped with annotated Pfam domains, including all of the 15 known drug targets in the dataset. ProTiler also revealed unannotated essential domains, including the N-terminus of the SWI/SNF subunit SMARCB1, which we validated experimentally. Surprisingly, the CKHS regions were negatively correlated with phosphorylation and acetylation sites, suggesting that protein domains and post-translational modification sites have distinct sensitivities to CRISPR/Cas9 mediated amino acids loss.

Download data

  • Downloaded 932 times
  • Download rankings, all-time:
    • Site-wide: 26,558
    • In bioinformatics: 3,029
  • Year to date:
    • Site-wide: 92,133
  • Since beginning of last month:
    • Site-wide: 111,919

Altmetric data


Downloads over time

Distribution of downloads per paper, site-wide


PanLingua

News