Literature DB >> 26078915

Revisiting Protocols for the NMR Analysis of Bacterial Metabolomes.

Steven Halouska1, Bo Zhang1, Rosmarie Gaupp2, Shulei Lei1, Emily Snell1, Robert J Fenton2, Raul G Barletta2, Greg A Somerville2, Robert Powers1.   

Abstract

Over the past decade, metabolomics has emerged as an important technique for systems biology. Measuring all the metabolites in a biological system provides an invaluable source of information to explore various cellular processes, and to investigate the impact of environmental factors and genetic modifications. Nuclear magnetic resonance (NMR) spectroscopy is an important method routinely employed in metabolomics. NMR provides comprehensive structural and quantitative information useful for metabolomics fingerprinting, chemometric analysis, metabolite identification and metabolic pathway construction. A successful metabolomics study relies on proper experimental protocols for the collection, handling, processing and analysis of metabolomics data. Critically, these protocols should eliminate or avoid biologically-irrelevant changes to the metabolome. We provide a comprehensive description of our NMR-based metabolomics procedures optimized for the analysis of bacterial metabolomes. The technical details described within this manuscript should provide a useful guide to reliably apply our NMR-based metabolomics methodology to systems biology studies.

Entities:  

Keywords:  Mycobacterium; NMR; Staphylococcus; bacteria; chemometrics; metabolomics

Year:  2013        PMID: 26078915      PMCID: PMC4465129          DOI: 10.5584/jiomics.v3i2.139

Source DB:  PubMed          Journal:  J Integr OMICS


  87 in total

1.  Negative impact of noise on the principal component analysis of NMR data.

Authors:  Steven Halouska; Robert Powers
Journal:  J Magn Reson       Date:  2005-09-27       Impact factor: 2.229

2.  Improved identification of metabolites in complex mixtures using HSQC NMR spectroscopy.

Authors:  Yuanxin Xi; Jeffrey S de Ropp; Mark R Viant; David L Woodruff; Ping Yu
Journal:  Anal Chim Acta       Date:  2008-03-16       Impact factor: 6.558

3.  New figures of merit for comprehensive functional genomics data: the metabolomics case.

Authors:  Marinus F Van Batenburg; Leon Coulier; Fred van Eeuwijk; Age K Smilde; Johan A Westerhuis
Journal:  Anal Chem       Date:  2011-03-10       Impact factor: 6.986

4.  The integrated response of primary metabolites to gene deletions and the environment.

Authors:  Jennifer Christina Ewald; Tanja Matt; Nicola Zamboni
Journal:  Mol Biosyst       Date:  2013-01-23

5.  NMRPipe: a multidimensional spectral processing system based on UNIX pipes.

Authors:  F Delaglio; S Grzesiek; G W Vuister; G Zhu; J Pfeifer; A Bax
Journal:  J Biomol NMR       Date:  1995-11       Impact factor: 2.835

6.  Analysis of metabolomic PCA data using tree diagrams.

Authors:  Mark T Werth; Steven Halouska; Matthew D Shortridge; Bo Zhang; Robert Powers
Journal:  Anal Biochem       Date:  2009-12-21       Impact factor: 3.365

7.  Utilities for quantifying separation in PCA/PLS-DA scores plots.

Authors:  Bradley Worley; Steven Halouska; Robert Powers
Journal:  Anal Biochem       Date:  2012-10-15       Impact factor: 3.365

8.  Impact of the cold shock phenomenon on quantification of intracellular metabolites in bacteria.

Authors:  Christoph Wittmann; Jens O Krömer; Patrick Kiefer; Tina Binz; Elmar Heinzle
Journal:  Anal Biochem       Date:  2004-04-01       Impact factor: 3.365

9.  The MetaCyc database of metabolic pathways and enzymes and the BioCyc collection of pathway/genome databases.

Authors:  Ron Caspi; Tomer Altman; Kate Dreher; Carol A Fulcher; Pallavi Subhraveti; Ingrid M Keseler; Anamika Kothari; Markus Krummenacker; Mario Latendresse; Lukas A Mueller; Quang Ong; Suzanne Paley; Anuradha Pujar; Alexander G Shearer; Michael Travers; Deepika Weerasinghe; Peifen Zhang; Peter D Karp
Journal:  Nucleic Acids Res       Date:  2011-11-18       Impact factor: 16.971

10.  Metabolites associated with adaptation of microorganisms to an acidophilic, metal-rich environment identified by stable-isotope-enabled metabolomics.

Authors:  Annika C Mosier; Nicholas B Justice; Benjamin P Bowen; Richard Baran; Brian C Thomas; Trent R Northen; Jillian F Banfield
Journal:  MBio       Date:  2013-03-12       Impact factor: 7.867

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  27 in total

1.  NMR Metabolomics Protocols for Drug Discovery.

Authors:  Fatema Bhinderwala; Robert Powers
Journal:  Methods Mol Biol       Date:  2019

Review 2.  The future of NMR-based metabolomics.

Authors:  John L Markley; Rafael Brüschweiler; Arthur S Edison; Hamid R Eghbalnia; Robert Powers; Daniel Raftery; David S Wishart
Journal:  Curr Opin Biotechnol       Date:  2016-08-28       Impact factor: 9.740

3.  Metabolomics Analyses from Tissues in Parkinson's Disease.

Authors:  Fatema Bhinderwala; Shulei Lei; Jade Woods; Jordan Rose; Darrell D Marshall; Eli Riekeberg; Aline De Lima Leite; Martha Morton; Eric D Dodds; Rodrigo Franco; Robert Powers
Journal:  Methods Mol Biol       Date:  2019

4.  Staphylococcus aureus metabolic adaptations during the transition from a daptomycin susceptibility phenotype to a daptomycin nonsusceptibility phenotype.

Authors:  Rosmarie Gaupp; Shulei Lei; Joseph M Reed; Henrik Peisker; Susan Boyle-Vavra; Arnold S Bayer; Markus Bischoff; Mathias Herrmann; Robert S Daum; Robert Powers; Greg A Somerville
Journal:  Antimicrob Agents Chemother       Date:  2015-05-11       Impact factor: 5.191

Review 5.  Beyond the paradigm: Combining mass spectrometry and nuclear magnetic resonance for metabolomics.

Authors:  Darrell D Marshall; Robert Powers
Journal:  Prog Nucl Magn Reson Spectrosc       Date:  2017-01-11       Impact factor: 9.795

6.  GPR55 receptor antagonist decreases glycolytic activity in PANC-1 pancreatic cancer cell line and tumor xenografts.

Authors:  Michel Bernier; Jonathan Catazaro; Nagendra S Singh; Artur Wnorowski; Anna Boguszewska-Czubara; Krzysztof Jozwiak; Robert Powers; Irving W Wainer
Journal:  Int J Cancer       Date:  2017-08-07       Impact factor: 7.396

7.  Assessment of Metabolic Changes in Mycobacterium smegmatis Wild-Type and alr Mutant Strains: Evidence of a New Pathway of d-Alanine Biosynthesis.

Authors:  Darrell D Marshall; Steven Halouska; Denise K Zinniel; Robert J Fenton; Katie Kenealy; Harpreet K Chahal; Govardhan Rathnaiah; Raúl G Barletta; Robert Powers
Journal:  J Proteome Res       Date:  2017-02-14       Impact factor: 4.466

8.  Redox Imbalance Underlies the Fitness Defect Associated with Inactivation of the Pta-AckA Pathway in Staphylococcus aureus.

Authors:  Darrell D Marshall; Marat R Sadykov; Vinai C Thomas; Kenneth W Bayles; Robert Powers
Journal:  J Proteome Res       Date:  2016-03-24       Impact factor: 4.466

9.  Catabolite control protein E (CcpE) is a LysR-type transcriptional regulator of tricarboxylic acid cycle activity in Staphylococcus aureus.

Authors:  Torsten Hartmann; Bo Zhang; Grégory Baronian; Bettina Schulthess; Dagmar Homerova; Stephanie Grubmüller; Erika Kutzner; Rosmarie Gaupp; Ralph Bertram; Robert Powers; Wolfgang Eisenreich; Jan Kormanec; Mathias Herrmann; Virginie Molle; Greg A Somerville; Markus Bischoff
Journal:  J Biol Chem       Date:  2013-11-05       Impact factor: 5.157

10.  Nanoparticle-Assisted Removal of Protein in Human Serum for Metabolomics Studies.

Authors:  Bo Zhang; Mouzhe Xie; Lei Bruschweiler-Li; Rafael Brüschweiler
Journal:  Anal Chem       Date:  2015-12-08       Impact factor: 6.986

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