STRING v11: protein–protein association networks with increased coverage, supporting functional discovery in genome-wide experimental datasets

小桶 弦(物理) 生物 计算生物学 聚类分析 基因本体论 数据挖掘 交互网络 集合(抽象数据类型) 计算机科学 基因组 基因 遗传学 机器学习 基因表达 物理 程序设计语言 量子力学
作者
Damian Szklarczyk,Annika L. Gable,David Lyon,Alexander Junge,Stefan Wyder,Jaime Huerta‐Cepas,Milan Simonovic,Nadezhda T. Doncheva,John H. Morris,Peer Bork,Lars Juhl Jensen,Christian von Mering
出处
期刊:Nucleic Acids Research [Oxford University Press]
卷期号:47 (D1): D607-D613 被引量:18332
标识
DOI:10.1093/nar/gky1131
摘要

Proteins and their functional interactions form the backbone of the cellular machinery. Their connectivity network needs to be considered for the full understanding of biological phenomena, but the available information on protein-protein associations is incomplete and exhibits varying levels of annotation granularity and reliability. The STRING database aims to collect, score and integrate all publicly available sources of protein-protein interaction information, and to complement these with computational predictions. Its goal is to achieve a comprehensive and objective global network, including direct (physical) as well as indirect (functional) interactions. The latest version of STRING (11.0) more than doubles the number of organisms it covers, to 5090. The most important new feature is an option to upload entire, genome-wide datasets as input, allowing users to visualize subsets as interaction networks and to perform gene-set enrichment analysis on the entire input. For the enrichment analysis, STRING implements well-known classification systems such as Gene Ontology and KEGG, but also offers additional, new classification systems based on high-throughput text-mining as well as on a hierarchical clustering of the association network itself. The STRING resource is available online at https://string-db.org/.
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