An interactive web application for processing, correcting, and visualizing genome-wide pooled CRISPR-Cas9 screens

一个用于处理、校正和可视化全基因组混合 CRISPR-Cas9 筛选结果的交互式 Web 应用程序

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Abstract

A limitation of pooled CRISPR-Cas9 screens is the high false-positive rate in detecting essential genes arising from copy-number-amplified genomics regions. To solve this issue, we previously developed CRISPRcleanR: a computational method implemented as R/python package and in a dockerized version. CRISPRcleanR detects and corrects biased responses to CRISPR-Cas9 targeting in an unsupervised fashion, accurately reducing false-positive signals while maintaining sensitivity in identifying relevant genetic dependencies. Here, we present CRISPRcleanR (WebApp) , a web application enabling access to CRISPRcleanR through an intuitive interface. CRISPRcleanR (WebApp) removes the complexity of R/python language user interactions; provides user-friendly access to a complete analytical pipeline, not requiring any data pre-processing and generating gene-level summaries of essentiality with associated statistical scores; and offers a range of interactively explorable plots while supporting a more comprehensive range of CRISPR guide RNAs' libraries than the original package. CRISPRcleanR (WebApp) is available at https://crisprcleanr-webapp.fht.org/.

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