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iCSDB:CRISPR 筛选综合数据库。

iCSDB: an integrated database of CRISPR screens.

机构信息

Department of Bio-Information Science, Ewha Womans University, Seoul 03760, Republic of Korea.

Korea Bioinformation Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 34141, Republic of Korea.

出版信息

Nucleic Acids Res. 2021 Jan 8;49(D1):D956-D961. doi: 10.1093/nar/gkaa989.

Abstract

High-throughput screening based on CRISPR-Cas9 libraries has become an attractive and powerful technique to identify target genes for functional studies. However, accessibility of public data is limited due to the lack of user-friendly utilities and up-to-date resources covering experiments from third parties. Here, we describe iCSDB, an integrated database of CRISPR screening experiments using human cell lines. We compiled two major sources of CRISPR-Cas9 screening: the DepMap portal and BioGRID ORCS. DepMap portal itself is an integrated database that includes three large-scale projects of CRISPR screening. We additionally aggregated CRISPR screens from BioGRID ORCS that is a collection of screening results from PubMed articles. Currently, iCSDB contains 1375 genome-wide screens across 976 human cell lines, covering 28 tissues and 70 cancer types. Importantly, the batch effects from different CRISPR libraries were removed and the screening scores were converted into a single metric to estimate the knockout efficiency. Clinical and molecular information were also integrated to help users to select cell lines of interest readily. Furthermore, we have implemented various interactive tools and viewers to facilitate users to choose, examine and compare the screen results both at the gene and guide RNA levels. iCSDB is available at https://www.kobic.re.kr/icsdb/.

摘要

基于 CRISPR-Cas9 文库的高通量筛选已成为鉴定功能研究靶基因的一种有吸引力和强大的技术。然而,由于缺乏用户友好的实用程序和涵盖第三方实验的最新资源,公共数据的可访问性受到限制。在这里,我们描述了 iCSDB,这是一个使用人类细胞系的 CRISPR 筛选实验的综合数据库。我们编译了两种主要的 CRISPR-Cas9 筛选来源:DepMap 门户和 BioGRID ORCS。DepMap 门户本身就是一个集成数据库,其中包括三个大规模的 CRISPR 筛选项目。我们还汇总了来自 BioGRID ORCS 的 CRISPR 筛选结果,这是来自 PubMed 文章的筛选结果的集合。目前,iCSDB 包含了 976 个人类细胞系中的 1375 个全基因组筛选,涵盖了 28 种组织和 70 种癌症类型。重要的是,从不同的 CRISPR 文库中去除了批次效应,并将筛选评分转换为单一指标,以估计敲除效率。临床和分子信息也被整合在一起,以帮助用户方便地选择感兴趣的细胞系。此外,我们还实现了各种交互式工具和查看器,以方便用户在基因和向导 RNA 水平上选择、检查和比较筛选结果。iCSDB 可在 https://www.kobic.re.kr/icsdb/ 获得。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e0d0/7779034/5eccd1f897f5/gkaa989fig1.jpg

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