Literature DB >> 34239102

Mass spectrometry-based metabolomics: a guide for annotation, quantification and best reporting practices.

Saleh Alseekh1,2, Asaph Aharoni3, Yariv Brotman4, Kévin Contrepois5, John D'Auria6, Jan Ewald7, Jennifer C Ewald8, Paul D Fraser9, Patrick Giavalisco10, Robert D Hall11,12, Matthias Heinemann13, Hannes Link14, Jie Luo15, Steffen Neumann16, Jens Nielsen17,18, Leonardo Perez de Souza19, Kazuki Saito20,21, Uwe Sauer22, Frank C Schroeder23, Stefan Schuster7, Gary Siuzdak24, Aleksandra Skirycz19,23, Lloyd W Sumner25, Michael P Snyder5, Huiru Tang26, Takayuki Tohge27, Yulan Wang28, Weiwei Wen29, Si Wu5, Guowang Xu30, Nicola Zamboni22, Alisdair R Fernie31,32.   

Abstract

Mass spectrometry-based metabolomics approaches can enable detection and quantification of many thousands of metabolite features simultaneously. However, compound identification and reliable quantification are greatly complicated owing to the chemical complexity and dynamic range of the metabolome. Simultaneous quantification of many metabolites within complex mixtures can additionally be complicated by ion suppression, fragmentation and the presence of isomers. Here we present guidelines covering sample preparation, replication and randomization, quantification, recovery and recombination, ion suppression and peak misidentification, as a means to enable high-quality reporting of liquid chromatography- and gas chromatography-mass spectrometry-based metabolomics-derived data.

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Year:  2021        PMID: 34239102      PMCID: PMC8592384          DOI: 10.1038/s41592-021-01197-1

Source DB:  PubMed          Journal:  Nat Methods        ISSN: 1548-7091            Impact factor:   47.990


  85 in total

Review 1.  Microbial metabolomics: past, present and future methodologies.

Authors:  Mlawule R Mashego; Karl Rumbold; Marjan De Mey; Erick Vandamme; Wim Soetaert; Joseph J Heijnen
Journal:  Biotechnol Lett       Date:  2006-11-08       Impact factor: 2.461

2.  MetaNetter: inference and visualization of high-resolution metabolomic networks.

Authors:  Fabien Jourdan; Rainer Breitling; Michael P Barrett; David Gilbert
Journal:  Bioinformatics       Date:  2007-11-14       Impact factor: 6.937

3.  Quantitation of SR 27417 in human plasma using electrospray liquid chromatography-tandem mass spectrometry: A study of ion suppression.

Authors:  D L Buhrman; P I Price; P J Rudewiczcor
Journal:  J Am Soc Mass Spectrom       Date:  1996-11       Impact factor: 3.109

4.  Metabolomics activity screening for identifying metabolites that modulate phenotype.

Authors:  Carlos Guijas; J Rafael Montenegro-Burke; Benedikt Warth; Mary E Spilker; Gary Siuzdak
Journal:  Nat Biotechnol       Date:  2018-04-05       Impact factor: 54.908

Review 5.  Fast sampling for quantitative microbial metabolomics.

Authors:  Walter M van Gulik
Journal:  Curr Opin Biotechnol       Date:  2010-02-10       Impact factor: 9.740

6.  Metabolic priming by a secreted fungal effector.

Authors:  Armin Djamei; Kerstin Schipper; Franziska Rabe; Anupama Ghosh; Volker Vincon; Jörg Kahnt; Sonia Osorio; Takayuki Tohge; Alisdair R Fernie; Ivo Feussner; Kirstin Feussner; Peter Meinicke; York-Dieter Stierhof; Heinz Schwarz; Boris Macek; Matthias Mann; Regine Kahmann
Journal:  Nature       Date:  2011-10-05       Impact factor: 49.962

Review 7.  Preanalytical Processing and Biobanking Procedures of Biological Samples for Metabolomics Research: A White Paper, Community Perspective (for "Precision Medicine and Pharmacometabolomics Task Group"-The Metabolomics Society Initiative).

Authors:  Jennifer A Kirwan; Lorraine Brennan; David Broadhurst; Oliver Fiehn; Marta Cascante; Warwick B Dunn; Michael A Schmidt; Vidya Velagapudi
Journal:  Clin Chem       Date:  2018-06-19       Impact factor: 8.327

8.  Auto-deconvolution and molecular networking of gas chromatography-mass spectrometry data.

Authors:  Alexander A Aksenov; Ivan Laponogov; Zheng Zhang; Sophie L F Doran; Ilaria Belluomo; Dennis Veselkov; Wout Bittremieux; Louis Felix Nothias; Mélissa Nothias-Esposito; Katherine N Maloney; Biswapriya B Misra; Alexey V Melnik; Aleksandr Smirnov; Xiuxia Du; Kenneth L Jones; Kathleen Dorrestein; Morgan Panitchpakdi; Madeleine Ernst; Justin J J van der Hooft; Mabel Gonzalez; Chiara Carazzone; Adolfo Amézquita; Chris Callewaert; James T Morton; Robert A Quinn; Amina Bouslimani; Andrea Albarracín Orio; Daniel Petras; Andrea M Smania; Sneha P Couvillion; Meagan C Burnet; Carrie D Nicora; Erika Zink; Thomas O Metz; Viatcheslav Artaev; Elizabeth Humston-Fulmer; Rachel Gregor; Michael M Meijler; Itzhak Mizrahi; Stav Eyal; Brooke Anderson; Rachel Dutton; Raphaël Lugan; Pauline Le Boulch; Yann Guitton; Stephanie Prevost; Audrey Poirier; Gaud Dervilly; Bruno Le Bizec; Aaron Fait; Noga Sikron Persi; Chao Song; Kelem Gashu; Roxana Coras; Monica Guma; Julia Manasson; Jose U Scher; Dinesh Kumar Barupal; Saleh Alseekh; Alisdair R Fernie; Reza Mirnezami; Vasilis Vasiliou; Robin Schmid; Roman S Borisov; Larisa N Kulikova; Rob Knight; Mingxun Wang; George B Hanna; Pieter C Dorrestein; Kirill Veselkov
Journal:  Nat Biotechnol       Date:  2020-11-09       Impact factor: 54.908

9.  Genetics meets metabolomics: a genome-wide association study of metabolite profiles in human serum.

Authors:  Christian Gieger; Ludwig Geistlinger; Elisabeth Altmaier; Martin Hrabé de Angelis; Florian Kronenberg; Thomas Meitinger; Hans-Werner Mewes; H-Erich Wichmann; Klaus M Weinberger; Jerzy Adamski; Thomas Illig; Karsten Suhre
Journal:  PLoS Genet       Date:  2008-11-28       Impact factor: 5.917

10.  A decade after the metabolomics standards initiative it's time for a revision.

Authors:  Rachel A Spicer; Reza Salek; Christoph Steinbeck
Journal:  Sci Data       Date:  2017-09-26       Impact factor: 6.444

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  54 in total

Review 1.  Metabolomics as a valid analytical technique in environmental exposure research: application and progress.

Authors:  Shuang Wei; Yuanyun Wei; Yaqi Gong; Yonglin Chen; Jian Cui; Linwei Li; Hongxia Yan; Yueqiu Yu; Xiang Lin; Guoqing Li; Lan Yi
Journal:  Metabolomics       Date:  2022-05-31       Impact factor: 4.290

2.  Chemical Cartography Approaches to Study Trypanosomatid Infection.

Authors:  Danya A Dean; Jacob J Haffner; Mitchelle Katemauswa; Laura-Isobel McCall
Journal:  J Vis Exp       Date:  2022-01-21       Impact factor: 1.355

3.  Metabolomics Study of Isocaloric Different Dietary Patterns on the Life Span in Healthy Population.

Authors:  Cong Zhang; Qingna Yan; Qiushuang Zhu; Jinxiao Liu; Yuanjie Dong; Yuqiao Li; Ruohua Wang; Xuanfeng Tang; Xinyi Lv; Xiaoqing Li; Yunjiang Cai; Yucun Niu
Journal:  Clin Interv Aging       Date:  2021-12-22       Impact factor: 4.458

Review 4.  Advancements in capturing and mining mass spectrometry data are transforming natural products research.

Authors:  Scott A Jarmusch; Justin J J van der Hooft; Pieter C Dorrestein; Alan K Jarmusch
Journal:  Nat Prod Rep       Date:  2021-11-17       Impact factor: 13.423

Review 5.  Moving beyond descriptive studies: harnessing metabolomics to elucidate the molecular mechanisms underpinning host-microbiome phenotypes.

Authors:  Stephanie L Bishop; Marija Drikic; Soren Wacker; Yuan Yao Chen; Anita L Kozyrskyj; Ian A Lewis
Journal:  Mucosal Immunol       Date:  2022-08-15       Impact factor: 8.701

Review 6.  Metabolomics: Going Deeper, Going Broader, Going Further.

Authors:  Sofia Moco; Joerg M Buescher
Journal:  Methods Mol Biol       Date:  2023

7.  Databases and Tools to Investigate Protein-Metabolite Interactions.

Authors:  Leonardo Perez de Souza; Alisdair R Fernie
Journal:  Methods Mol Biol       Date:  2023

8.  Mass Spectrometry-Based Untargeted Metabolomics and Lipidomics Platforms to Analyze Cell Culture Extracts.

Authors:  Elias Iturrospe; Katyeny Manuela da Silva; Maria van de Lavoir; Rani Robeyns; Matthias Cuykx; Tamara Vanhaecke; Alexander L N van Nuijs; Adrian Covaci
Journal:  Methods Mol Biol       Date:  2023

Review 9.  Using MetaboAnalyst 5.0 for LC-HRMS spectra processing, multi-omics integration and covariate adjustment of global metabolomics data.

Authors:  Zhiqiang Pang; Guangyan Zhou; Jessica Ewald; Le Chang; Orcun Hacariz; Niladri Basu; Jianguo Xia
Journal:  Nat Protoc       Date:  2022-06-17       Impact factor: 17.021

10.  Towards Unbiased Evaluation of Ionization Performance in LC-HRMS Metabolomics Method Development.

Authors:  Carsten Jaeger; Jan Lisec
Journal:  Metabolites       Date:  2022-05-10
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