Literature DB >> 34902127

Pathway Enrichment Analysis of Microarray Data.

Chiara Pastrello1,2, Yun Niu1,2, Igor Jurisica3,4,5,6.   

Abstract

Microarray analyses usually result in a list of differential genes that need to be annotated to link them the phenotype being studied, help planning validation experiments and interpretation of the results. Pathway enrichment analyses are frequently used for such purpose, where pathways are human created models of molecular activities and processes. While different types of pathway enrichment are available, we focus this protocol on the most frequent type-overrepresentation analysis. Many databases collect different sets of pathways and curate different sets of genes for the same pathways, so it is important to carefully choose the most suitable pathway source to perform enrichment analysis. To provide a comprehensive pathway analysis, in this protocol we will use pathDIP, which supports comprehensive enrichment analysis by integrating 22 main pathway databases. We will also describe the steps needed to visualize the enriched pathways using GSOAP.
© 2022. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Database coverage; Database overlap; Enrichment visualization; Pathway consolidation; Pathway enrichment analysis; Pathway orphans

Mesh:

Year:  2022        PMID: 34902127     DOI: 10.1007/978-1-0716-1839-4_10

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  16 in total

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Journal:  Nat Genet       Date:  2000-05       Impact factor: 38.330

2.  A database for post-genome analysis.

Authors:  M Kanehisa
Journal:  Trends Genet       Date:  1997-09       Impact factor: 11.639

3.  TissueEnrich: Tissue-specific gene enrichment analysis.

Authors:  Ashish Jain; Geetu Tuteja
Journal:  Bioinformatics       Date:  2019-06-01       Impact factor: 6.937

4.  The BioCyc collection of microbial genomes and metabolic pathways.

Authors:  Peter D Karp; Richard Billington; Ron Caspi; Carol A Fulcher; Mario Latendresse; Anamika Kothari; Ingrid M Keseler; Markus Krummenacker; Peter E Midford; Quang Ong; Wai Kit Ong; Suzanne M Paley; Pallavi Subhraveti
Journal:  Brief Bioinform       Date:  2019-07-19       Impact factor: 11.622

5.  Representations of metabolic knowledge: pathways.

Authors:  P D Karp; S M Paley
Journal:  Proc Int Conf Intell Syst Mol Biol       Date:  1994

6.  Human Disease Ontology 2018 update: classification, content and workflow expansion.

Authors:  Lynn M Schriml; Elvira Mitraka; James Munro; Becky Tauber; Mike Schor; Lance Nickle; Victor Felix; Linda Jeng; Cynthia Bearer; Richard Lichenstein; Katharine Bisordi; Nicole Campion; Brooke Hyman; David Kurland; Connor Patrick Oates; Siobhan Kibbey; Poorna Sreekumar; Chris Le; Michelle Giglio; Carol Greene
Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 16.971

7.  The reactome pathway knowledgebase.

Authors:  Bijay Jassal; Lisa Matthews; Guilherme Viteri; Chuqiao Gong; Pascual Lorente; Antonio Fabregat; Konstantinos Sidiropoulos; Justin Cook; Marc Gillespie; Robin Haw; Fred Loney; Bruce May; Marija Milacic; Karen Rothfels; Cristoffer Sevilla; Veronica Shamovsky; Solomon Shorser; Thawfeek Varusai; Joel Weiser; Guanming Wu; Lincoln Stein; Henning Hermjakob; Peter D'Eustachio
Journal:  Nucleic Acids Res       Date:  2020-01-08       Impact factor: 16.971

8.  SignaLink 2 - a signaling pathway resource with multi-layered regulatory networks.

Authors:  Dávid Fazekas; Mihály Koltai; Dénes Türei; Dezső Módos; Máté Pálfy; Zoltán Dúl; Lilian Zsákai; Máté Szalay-Bekő; Katalin Lenti; Illés J Farkas; Tibor Vellai; Péter Csermely; Tamás Korcsmáros
Journal:  BMC Syst Biol       Date:  2013-01-18

9.  WikiPathways: connecting communities.

Authors:  Marvin Martens; Ammar Ammar; Anders Riutta; Andra Waagmeester; Denise N Slenter; Kristina Hanspers; Ryan A Miller; Daniela Digles; Elisson N Lopes; Friederike Ehrhart; Lauren J Dupuis; Laurent A Winckers; Susan L Coort; Egon L Willighagen; Chris T Evelo; Alexander R Pico; Martina Kutmon
Journal:  Nucleic Acids Res       Date:  2021-01-08       Impact factor: 16.971

10.  COSMIC: the Catalogue Of Somatic Mutations In Cancer.

Authors:  John G Tate; Sally Bamford; Harry C Jubb; Zbyslaw Sondka; David M Beare; Nidhi Bindal; Harry Boutselakis; Charlotte G Cole; Celestino Creatore; Elisabeth Dawson; Peter Fish; Bhavana Harsha; Charlie Hathaway; Steve C Jupe; Chai Yin Kok; Kate Noble; Laura Ponting; Christopher C Ramshaw; Claire E Rye; Helen E Speedy; Ray Stefancsik; Sam L Thompson; Shicai Wang; Sari Ward; Peter J Campbell; Simon A Forbes
Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 16.971

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