1. GO-CRISPR: A highly controlled workflow to discover gene essentiality in loss-of-function screens.
- Author
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Perampalam P, McDonald JI, and Dick FA
- Subjects
- Humans, Ovarian Neoplasms genetics, Ovarian Neoplasms pathology, Female, Software, Cell Line, Tumor, RNA, Guide, CRISPR-Cas Systems genetics, Loss of Function Mutation, Clustered Regularly Interspaced Short Palindromic Repeats genetics, Genes, Essential, CRISPR-Cas Systems, Workflow
- Abstract
Genome-wide CRISPR screens are an effective discovery tool for genes that underlie diverse cellular mechanisms that can be scored through cell fitness. Loss-of-function screens are particularly challenging compared to gain-of-function because of the limited dynamic range of decreased sgRNA sequence detection. Here we describe Guide-Only control CRISPR (GO-CRISPR), an improved loss-of-function screening workflow, and its companion software package, Toolset for the Ranked Analysis of GO-CRISPR Screens (TRACS). We demonstrate a typical GO-CRISPR workflow in a non-proliferative 3D spheroid model of dormant high grade serous ovarian cancer and demonstrate superior performance to standard screening methods. The unique integration of the pooled sgRNA library quality and guide-only controls allows TRACS to identify novel molecular pathways that were previously unidentified in tumor dormancy and undetectable to analysis packages that lack the guide only controls. Together, GO-CRISPR and TRACS can robustly improve the discovery of essential genes in challenging biological scenarios such as growth arrested cells., Competing Interests: “I have read the journal’s policy and the authors of this manuscript have the following competing interests: PP is a co-founder of Copoly.ai, a company focused on applying artificial intelligence to drive healthcare innovations. We have received no funding from commercial sources for this research from Copoly, or any other company. The findings and data from this report are freely available to all, and there is no overlap with regards to patents, products in development, or marketed products from any commercial entity. JIM and FAD have no competing interests to declare.”, (Copyright: © 2024 Perampalam et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
- Published
- 2024
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