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PANTHER 分类系统(版本 14.0)进行大规模基因组和基因功能分析的方案更新。

Protocol Update for large-scale genome and gene function analysis with the PANTHER classification system (v.14.0).

机构信息

Division of Bioinformatics, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.

School of Life Sciences, Guangzhou University, Guangzhou Higher Education Mega Center, Guangzhou, China.

出版信息

Nat Protoc. 2019 Mar;14(3):703-721. doi: 10.1038/s41596-019-0128-8. Epub 2019 Feb 25.

Abstract

The PANTHER classification system ( http://www.pantherdb.org ) is a comprehensive system that combines genomes, gene function classifications, pathways and statistical analysis tools to enable biologists to analyze large-scale genome-wide experimental data. The current system (PANTHER v.14.0) covers 131 complete genomes organized into gene families and subfamilies; evolutionary relationships between genes are represented in phylogenetic trees, multiple sequence alignments and statistical models (hidden Markov models (HMMs)). The families and subfamilies are annotated with Gene Ontology (GO) terms, and sequences are assigned to PANTHER pathways. A suite of tools has been built to allow users to browse and query gene functions and analyze large-scale experimental data with a number of statistical tests. PANTHER is widely used by bench scientists, bioinformaticians, computer scientists and systems biologists. Since the protocol for using this tool (v.8.0) was originally published in 2013, there have been substantial improvements and updates in the areas of data quality, data coverage, statistical algorithms and user experience. This Protocol Update provides detailed instructions on how to analyze genome-wide experimental data in the PANTHER classification system.

摘要

PANTHER 分类系统(http://www.pantherdb.org)是一个综合性的系统,它结合了基因组、基因功能分类、途径和统计分析工具,使生物学家能够分析大规模的全基因组实验数据。目前的系统(PANTHER v.14.0)涵盖了 131 个完整的基因组,这些基因组被组织成基因家族和亚家族;基因之间的进化关系在系统发生树、多序列比对和统计模型(隐马尔可夫模型(HMMs))中表示。家族和亚家族用基因本体论(GO)术语注释,序列被分配到 PANTHER 途径中。构建了一套工具,允许用户浏览和查询基因功能,并使用许多统计测试分析大规模实验数据。PANTHER 被实验科学家、生物信息学家、计算机科学家和系统生物学家广泛使用。自 2013 年最初发布使用此工具的协议(v.8.0)以来,在数据质量、数据覆盖范围、统计算法和用户体验方面都有了实质性的改进和更新。本协议更新提供了如何在 PANTHER 分类系统中分析全基因组实验数据的详细说明。

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