Literature DB >> 32199034

MetaBridge: An Integrative Multi-Omics Tool for Metabolite-Enzyme Mapping.

Travis Blimkie1, Amy Huei-Yi Lee1,2, Robert E W Hancock1.   

Abstract

MetaBridge is a web-based tool designed to facilitate the integration of metabolomics with other "omics" data types such as transcriptomics and proteomics. It uses data from the MetaCyc metabolic pathway database and the Kyoto Encyclopedia of Genes and Genomes (KEGG) to map metabolite compounds to directly interacting upstream or downstream enzymes in enzymatic reactions and metabolic pathways. The resulting list of enzymes can then be integrated with transcriptomics or proteomics data via protein-protein interaction networks to perform integrative multi-omics analyses. MetaBridge was developed to be intuitive and easy to use, requiring little to no prior computational experience. The protocols described here detail all steps involved in the use of MetaBridge, from preparing input data and performing metabolite mapping to utilizing the results to build a protein-protein interaction network.
© 2020 by John Wiley & Sons, Inc. Basic Protocol 1: Mapping metabolite data using MetaCyc identifiers Basic Protocol 2: Mapping metabolite data using KEGG identifiers Support Protocol 1: Converting compound names to HMDB IDs Support Protocol 2: Submitting mapped genes produced by MetaBridge for protein-protein interaction (PPI) network construction. © 2020 John Wiley & Sons, Inc.

Entities:  

Keywords:  metabolite mapping; metabolomics; multi-omics integration

Year:  2020        PMID: 32199034      PMCID: PMC7299206          DOI: 10.1002/cpbi.98

Source DB:  PubMed          Journal:  Curr Protoc Bioinformatics        ISSN: 1934-3396


  18 in total

1.  NetworkAnalyst for statistical, visual and network-based meta-analysis of gene expression data.

Authors:  Jianguo Xia; Erin E Gill; Robert E W Hancock
Journal:  Nat Protoc       Date:  2015-05-07       Impact factor: 13.491

Review 2.  Toward understanding the origin and evolution of cellular organisms.

Authors:  Minoru Kanehisa
Journal:  Protein Sci       Date:  2019-09-09       Impact factor: 6.725

3.  Metabolic Phenotypes of Response to Vaccination in Humans.

Authors:  Shuzhao Li; Nicole L Sullivan; Nadine Rouphael; Tianwei Yu; Sophia Banton; Mohan S Maddur; Megan McCausland; Christopher Chiu; Jennifer Canniff; Sheri Dubey; Ken Liu; ViLinh Tran; Thomas Hagan; Sai Duraisingham; Andreas Wieland; Aneesh K Mehta; Jennifer A Whitaker; Shankar Subramaniam; Dean P Jones; Alessandro Sette; Kalpit Vora; Adriana Weinberg; Mark J Mulligan; Helder I Nakaya; Myron Levin; Rafi Ahmed; Bali Pulendran
Journal:  Cell       Date:  2017-05-11       Impact factor: 41.582

4.  MetaBridge: enabling network-based integrative analysis via direct protein interactors of metabolites.

Authors:  Samuel J Hinshaw; Amy H Y Lee; Erin E Gill; Robert E W Hancock
Journal:  Bioinformatics       Date:  2018-09-15       Impact factor: 6.937

5.  Integration of transcriptomics and metabolomics for understanding of global responses to nutritional stresses in Arabidopsis thaliana.

Authors:  Masami Yokota Hirai; Mitsuru Yano; Dayan B Goodenowe; Shigehiko Kanaya; Tomoko Kimura; Motoko Awazuhara; Masanori Arita; Toru Fujiwara; Kazuki Saito
Journal:  Proc Natl Acad Sci U S A       Date:  2004-06-15       Impact factor: 11.205

6.  Metabolomics as a novel approach for early diagnosis of pediatric septic shock and its mortality.

Authors:  Beata Mickiewicz; Hans J Vogel; Hector R Wong; Brent W Winston
Journal:  Am J Respir Crit Care Med       Date:  2013-05-01       Impact factor: 21.405

7.  Pathview: an R/Bioconductor package for pathway-based data integration and visualization.

Authors:  Weijun Luo; Cory Brouwer
Journal:  Bioinformatics       Date:  2013-06-04       Impact factor: 6.937

8.  OmicsNet: a web-based tool for creation and visual analysis of biological networks in 3D space.

Authors:  Guangyan Zhou; Jianguo Xia
Journal:  Nucleic Acids Res       Date:  2018-07-02       Impact factor: 16.971

9.  New approach for understanding genome variations in KEGG.

Authors:  Minoru Kanehisa; Yoko Sato; Miho Furumichi; Kanae Morishima; Mao Tanabe
Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 16.971

10.  The MetaCyc database of metabolic pathways and enzymes.

Authors:  Ron Caspi; Richard Billington; Carol A Fulcher; Ingrid M Keseler; Anamika Kothari; Markus Krummenacker; Mario Latendresse; Peter E Midford; Quang Ong; Wai Kit Ong; Suzanne Paley; Pallavi Subhraveti; Peter D Karp
Journal:  Nucleic Acids Res       Date:  2018-01-04       Impact factor: 16.971

View more
  2 in total

Review 1.  Seeing the forest for the trees: Retrieving plant secondary biochemical pathways from metabolome networks.

Authors:  Sandrien Desmet; Marlies Brouckaert; Wout Boerjan; Kris Morreel
Journal:  Comput Struct Biotechnol J       Date:  2020-12-03       Impact factor: 7.271

Review 2.  Advances in "Omics" Approaches for Improving Toxic Metals/Metalloids Tolerance in Plants.

Authors:  Ali Raza; Javaria Tabassum; Zainab Zahid; Sidra Charagh; Shanza Bashir; Rutwik Barmukh; Rao Sohail Ahmad Khan; Fernando Barbosa; Chong Zhang; Hua Chen; Weijian Zhuang; Rajeev K Varshney
Journal:  Front Plant Sci       Date:  2022-01-04       Impact factor: 5.753

  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.