Machine Learning and Computational Biology Lab, Department of Biosystems Science and Engineering, ETH Zürich, 4058 Basel, Switzerland.
Swiss Institute of Bioinformatics, 4056 Basel, Switzerland.
Nucleic Acids Res. 2018 Jan 4;46(D1):D1150-D1156. doi: 10.1093/nar/gkx954.
The abundance of high-quality genotype and phenotype data for the model organism Arabidopsis thaliana enables scientists to study the genetic architecture of many complex traits at an unprecedented level of detail using genome-wide association studies (GWAS). GWAS have been a great success in A. thaliana and many SNP-trait associations have been published. With the AraGWAS Catalog (https://aragwas.1001genomes.org) we provide a publicly available, manually curated and standardized GWAS catalog for all publicly available phenotypes from the central A. thaliana phenotype repository, AraPheno. All GWAS have been recomputed on the latest imputed genotype release of the 1001 Genomes Consortium using a standardized GWAS pipeline to ensure comparability between results. The catalog includes currently 167 phenotypes and more than 222 000 SNP-trait associations with P < 10-4, of which 3887 are significantly associated using permutation-based thresholds. The AraGWAS Catalog can be accessed via a modern web-interface and provides various features to easily access, download and visualize the results and summary statistics across GWAS.
拟南芥作为一种模式生物,拥有丰富的高质量基因型和表型数据,这使科学家们能够以前所未有的详细程度,利用全基因组关联研究(GWAS)来研究许多复杂性状的遗传结构。GWAS 在拟南芥中取得了巨大成功,已经发表了许多 SNP-性状关联。通过 AraGWAS 目录(https://aragwas.1001genomes.org),我们提供了一个公开可用的、手动整理和标准化的 GWAS 目录,其中包含来自中央拟南芥表型资源库 AraPheno 的所有公开表型。所有 GWAS 都已在 1001 基因组联盟的最新导入基因型版本上重新计算,并使用标准化的 GWAS 管道进行计算,以确保结果之间的可比性。该目录目前包含 167 种表型和超过 222000 个 SNP-性状关联,其中 P<10-4 的关联超过 222000 个,其中 3887 个使用基于置换的阈值显著相关。AraGWAS 目录可以通过现代 Web 界面访问,并提供了各种功能,以方便访问、下载和可视化 GWAS 中的结果和汇总统计信息。