Literature DB >> 34236661

ORA , FCS , and PT Strategies in Functional Enrichment Analysis.

Marco Fernandes1, Holger Husi2,3.   

Abstract

Downstream analysis of OMICS data requires interpretation of many molecular components considering current biological knowledge. Most tools used at present for functional enrichment analysis workflows applied to the field of proteomics are either borrowed or have been modified from genomics workflows to accommodate proteomics data. While the field of proteomics data analytics is evolving, as is the case for molecular annotation coverage, one can expect the rise of enhanced databases with less redundant ontologies spanning many elements of the tree of life. The methodology described here shows in practical steps how to perform overrepresentation analysis, functional class scoring, and pathway-topology analysis using a preexisting neurological dataset of proteomic data.

Entities:  

Keywords:  Bioinformatics; Enrichment analysis; Functional class scoring; Overrepresentation analysis; Pathway-topology

Mesh:

Year:  2021        PMID: 34236661     DOI: 10.1007/978-1-0716-1641-3_10

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


  17 in total

1.  GO::TermFinder--open source software for accessing Gene Ontology information and finding significantly enriched Gene Ontology terms associated with a list of genes.

Authors:  Elizabeth I Boyle; Shuai Weng; Jeremy Gollub; Heng Jin; David Botstein; J Michael Cherry; Gavin Sherlock
Journal:  Bioinformatics       Date:  2004-08-05       Impact factor: 6.937

2.  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

3.  Tissue origins of human polymeric and monomeric IgA.

Authors:  W H Kutteh; S J Prince; J Mestecky
Journal:  J Immunol       Date:  1982-02       Impact factor: 5.422

4.  SMPDB 2.0: big improvements to the Small Molecule Pathway Database.

Authors:  Timothy Jewison; Yilu Su; Fatemeh Miri Disfany; Yongjie Liang; Craig Knox; Adam Maciejewski; Jenna Poelzer; Jessica Huynh; You Zhou; David Arndt; Yannick Djoumbou; Yifeng Liu; Lu Deng; An Chi Guo; Beomsoo Han; Allison Pon; Michael Wilson; Shahrzad Rafatnia; Philip Liu; David S Wishart
Journal:  Nucleic Acids Res       Date:  2013-11-06       Impact factor: 16.971

5.  WikiPathways: a multifaceted pathway database bridging metabolomics to other omics research.

Authors:  Denise N Slenter; Martina Kutmon; Kristina Hanspers; Anders Riutta; Jacob Windsor; Nuno Nunes; Jonathan Mélius; Elisa Cirillo; Susan L Coort; Daniela Digles; Friederike Ehrhart; Pieter Giesbertz; Marianthi Kalafati; Marvin Martens; Ryan Miller; Kozo Nishida; Linda Rieswijk; Andra Waagmeester; Lars M T Eijssen; Chris T Evelo; Alexander R Pico; Egon L Willighagen
Journal:  Nucleic Acids Res       Date:  2018-01-04       Impact factor: 16.971

6.  The DisGeNET knowledge platform for disease genomics: 2019 update.

Authors:  Janet Piñero; Juan Manuel Ramírez-Anguita; Josep Saüch-Pitarch; Francesco Ronzano; Emilio Centeno; Ferran Sanz; Laura I Furlong
Journal:  Nucleic Acids Res       Date:  2020-01-08       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.  A comparative study of topology-based pathway enrichment analysis methods.

Authors:  Jing Ma; Ali Shojaie; George Michailidis
Journal:  BMC Bioinformatics       Date:  2019-11-04       Impact factor: 3.169

9.  A critical comparison of topology-based pathway analysis methods.

Authors:  Ivana Ihnatova; Vlad Popovici; Eva Budinska
Journal:  PLoS One       Date:  2018-01-25       Impact factor: 3.240

10.  OMIM.org: leveraging knowledge across phenotype-gene relationships.

Authors:  Joanna S Amberger; Carol A Bocchini; Alan F Scott; Ada Hamosh
Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 16.971

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