Literature DB >> 30944313

Metascape provides a biologist-oriented resource for the analysis of systems-level datasets.

Yingyao Zhou1, Bin Zhou2, Lars Pache3, Max Chang4, Alireza Hadj Khodabakhshi2, Olga Tanaseichuk2, Christopher Benner4, Sumit K Chanda5.   

Abstract

A critical component in the interpretation of systems-level studies is the inference of enriched biological pathways and protein complexes contained within OMICs datasets. Successful analysis requires the integration of a broad set of current biological databases and the application of a robust analytical pipeline to produce readily interpretable results. Metascape is a web-based portal designed to provide a comprehensive gene list annotation and analysis resource for experimental biologists. In terms of design features, Metascape combines functional enrichment, interactome analysis, gene annotation, and membership search to leverage over 40 independent knowledgebases within one integrated portal. Additionally, it facilitates comparative analyses of datasets across multiple independent and orthogonal experiments. Metascape provides a significantly simplified user experience through a one-click Express Analysis interface to generate interpretable outputs. Taken together, Metascape is an effective and efficient tool for experimental biologists to comprehensively analyze and interpret OMICs-based studies in the big data era.

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Year:  2019        PMID: 30944313      PMCID: PMC6447622          DOI: 10.1038/s41467-019-09234-6

Source DB:  PubMed          Journal:  Nat Commun        ISSN: 2041-1723            Impact factor:   14.919


  55 in total

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Journal:  Proc Natl Acad Sci U S A       Date:  2003-09-29       Impact factor: 11.205

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Journal:  Nat Protoc       Date:  2009       Impact factor: 13.491

3.  Assessing identity, redundancy and confounds in Gene Ontology annotations over time.

Authors:  Jesse Gillis; Paul Pavlidis
Journal:  Bioinformatics       Date:  2013-01-06       Impact factor: 6.937

Review 4.  Meta-analysis methods for genome-wide association studies and beyond.

Authors:  Evangelos Evangelou; John P A Ioannidis
Journal:  Nat Rev Genet       Date:  2013-05-09       Impact factor: 53.242

5.  Impact of outdated gene annotations on pathway enrichment analysis.

Authors:  Lina Wadi; Mona Meyer; Joel Weiser; Lincoln D Stein; Jüri Reimand
Journal:  Nat Methods       Date:  2016-08-30       Impact factor: 28.547

6.  Genome-wide RNAi screen identifies human host factors crucial for influenza virus replication.

Authors:  Alexander Karlas; Nikolaus Machuy; Yujin Shin; Klaus-Peter Pleissner; Anita Artarini; Dagmar Heuer; Daniel Becker; Hany Khalil; Lesley A Ogilvie; Simone Hess; André P Mäurer; Elke Müller; Thorsten Wolff; Thomas Rudel; Thomas F Meyer
Journal:  Nature       Date:  2010-01-17       Impact factor: 49.962

7.  CORUM: the comprehensive resource of mammalian protein complexes--2009.

Authors:  Andreas Ruepp; Brigitte Waegele; Martin Lechner; Barbara Brauner; Irmtraud Dunger-Kaltenbach; Gisela Fobo; Goar Frishman; Corinna Montrone; H-Werner Mewes
Journal:  Nucleic Acids Res       Date:  2009-11-01       Impact factor: 16.971

8.  PANTHER version 11: expanded annotation data from Gene Ontology and Reactome pathways, and data analysis tool enhancements.

Authors:  Huaiyu Mi; Xiaosong Huang; Anushya Muruganujan; Haiming Tang; Caitlin Mills; Diane Kang; Paul D Thomas
Journal:  Nucleic Acids Res       Date:  2016-11-29       Impact factor: 16.971

9.  Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists.

Authors:  Da Wei Huang; Brad T Sherman; Richard A Lempicki
Journal:  Nucleic Acids Res       Date:  2008-11-25       Impact factor: 16.971

10.  Ensembl 2018.

Authors:  Daniel R Zerbino; Premanand Achuthan; Wasiu Akanni; M Ridwan Amode; Daniel Barrell; Jyothish Bhai; Konstantinos Billis; Carla Cummins; Astrid Gall; Carlos García Girón; Laurent Gil; Leo Gordon; Leanne Haggerty; Erin Haskell; Thibaut Hourlier; Osagie G Izuogu; Sophie H Janacek; Thomas Juettemann; Jimmy Kiang To; Matthew R Laird; Ilias Lavidas; Zhicheng Liu; Jane E Loveland; Thomas Maurel; William McLaren; Benjamin Moore; Jonathan Mudge; Daniel N Murphy; Victoria Newman; Michael Nuhn; Denye Ogeh; Chuang Kee Ong; Anne Parker; Mateus Patricio; Harpreet Singh Riat; Helen Schuilenburg; Dan Sheppard; Helen Sparrow; Kieron Taylor; Anja Thormann; Alessandro Vullo; Brandon Walts; Amonida Zadissa; Adam Frankish; Sarah E Hunt; Myrto Kostadima; Nicholas Langridge; Fergal J Martin; Matthieu Muffato; Emily Perry; Magali Ruffier; Dan M Staines; Stephen J Trevanion; Bronwen L Aken; Fiona Cunningham; Andrew Yates; Paul Flicek
Journal:  Nucleic Acids Res       Date:  2018-01-04       Impact factor: 16.971

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  2000 in total

1.  Proteomics for Target Identification in Psychiatric and Neurodegenerative Disorders.

Authors:  André S L M Antunes; Valéria de Almeida; Fernanda Crunfli; Victor C Carregari; Daniel Martins-de-Souza
Journal:  Adv Exp Med Biol       Date:  2021       Impact factor: 2.622

2.  Piggybacking on Classical Import and Other Non-Classical Mechanisms of Nuclear Import Appear Highly Prevalent within the Human Proteome.

Authors:  Tanner M Tessier; Katelyn M MacNeil; Joe S Mymryk
Journal:  Biology (Basel)       Date:  2020-07-23

3.  Promising diagnostic and prognostic value of six genes in human hepatocellular carcinoma.

Authors:  Guanqi Zhang; Zhengchun Kang; Hongliang Mei; Zhiyuan Huang; Hanjun Li
Journal:  Am J Transl Res       Date:  2020-04-15       Impact factor: 4.060

4.  DOT1L-controlled cell-fate determination and transcription elongation are independent of H3K79 methylation.

Authors:  Kaixiang Cao; Michal Ugarenko; Patrick A Ozark; Juan Wang; Stacy A Marshall; Emily J Rendleman; Kaiwei Liang; Lu Wang; Lihua Zou; Edwin R Smith; Feng Yue; Ali Shilatifard
Journal:  Proc Natl Acad Sci U S A       Date:  2020-10-19       Impact factor: 11.205

5.  Spatial distribution of LTi-like cells in intestinal mucosa regulates type 3 innate immunity.

Authors:  Cristiane Sécca; Jennifer K Bando; José L Fachi; Susan Gilfillan; Vincent Peng; Blanda Di Luccia; Marina Cella; Keely G McDonald; Rodney D Newberry; Marco Colonna
Journal:  Proc Natl Acad Sci U S A       Date:  2021-06-08       Impact factor: 11.205

Review 6.  A systems approach to infectious disease.

Authors:  Manon Eckhardt; Judd F Hultquist; Robyn M Kaake; Ruth Hüttenhain; Nevan J Krogan
Journal:  Nat Rev Genet       Date:  2020-02-14       Impact factor: 53.242

7.  CHD7 regulates cardiovascular development through ATP-dependent and -independent activities.

Authors:  Shun Yan; Rassarin Thienthanasit; Dongquan Chen; Erik Engelen; Joanna Brühl; David K Crossman; Robert Kesterson; Qin Wang; Karim Bouazoune; Kai Jiao
Journal:  Proc Natl Acad Sci U S A       Date:  2020-10-30       Impact factor: 11.205

8.  Novel microbiota-related gene set enrichment analysis identified osteoporosis associated gut microbiota from autoimmune diseases.

Authors:  Rong-Rong Cao; Pei He; Shu-Feng Lei
Journal:  J Bone Miner Metab       Date:  2021-08-02       Impact factor: 2.626

9.  Proteome-wide Analysis Reveals Substrates of E3 Ligase RNF146 Targeted for Degradation.

Authors:  Litong Nie; Chao Wang; Nan Li; Xu Feng; Namsoo Lee; Dan Su; Mengfan Tang; Fan Yao; Junjie Chen
Journal:  Mol Cell Proteomics       Date:  2020-09-21       Impact factor: 5.911

10.  Impact of a Demyelination-Inducing Central Nervous System Virus on Expression of Demyelination Genes in Type 2 Lymphoid Cells.

Authors:  Satoshi Hirose; Mihoko Kato; Kati Tormanen; Pedram Shafiei Jahani; Omid Akbari; Homayon Ghiasi
Journal:  J Virol       Date:  2021-01-28       Impact factor: 5.103

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