Title	Publication Date	Language	Citations
Proposed minimum reporting standards for chemical analysis	2007/09/12	English	3,036
Assessment of PLSDA cross validation	2008/01/24	English	1,012
Capillary electrophoresis mass spectrometry-based saliva metabolomics identified oral, breast and pancreatic cancer-specific profiles	2009/09/10	English	659
Translational biomarker discovery in clinical metabolomics: an introductory tutorial	2012/12/04	English	657
Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies	2011/07/08	English	555
Statistical strategies for avoiding false discoveries in metabolomics and related experiments	2006/11/28	English	547
Environmental metabolomics: a critical review and future perspectives	2008/12/28	English	543
Guidelines and considerations for the use of system suitability and quality control samples in mass spectrometry assays applied in untargeted clinical metabolomic studies	2018/05/18	English	459
Mass-spectrometry-based metabolomics: limitations and recommendations for future progress with particular focus on nutrition research	2009/06/12	English	382
Reflections on univariate and multivariate analysis of metabolomics data	2013/10/26	English	361
Mass appeal: metabolite identification in mass spectrometry-focused untargeted metabolomics	2012/05/26	English	356
Metabolomics enables precision medicine: “A White Paper, Community Perspective”	2016/09/01	English	338
The metabolomics standards initiative (MSI)	2007/08/17	English	321
Proposed minimum reporting standards for data analysis in metabolomics	2007/08/25	English	287
Competitive fragmentation modeling of ESI-MS/MS spectra for putative metabolite identification	2014/06/05	English	279
Multivariate paired data analysis: multilevel PLSDA versus OPLSDA	2009/10/28	English	276
Evaluation of metabolite extraction strategies from tissue samples using NMR metabolomics	2007/01/23	English	273
Review of recent developments in GC–MS approaches to metabolomics-based research	2018/11/01	English	256
Decision tree supported substructure prediction of metabolites from GC-MS profiles	2010/02/16	English	229
Quantitative metabolomics based on gas chromatography mass spectrometry: status and perspectives	2010/11/16	English	217
Procedure for tissue sample preparation and metabolite extraction for high-throughput targeted metabolomics	2011/03/12	English	211
Non-targeted UHPLC-MS metabolomic data processing methods: a comparative investigation of normalisation, missing value imputation, transformation and scaling	2016/04/15	English	206
Metabolomics: building on a century of biochemistry to guide human health	2005/03/01	English	200
The origin of correlations in metabolomics data	2005/03/01	English	186
Recon 2.2: from reconstruction to model of human metabolism	2016/06/07	English	181
A targeted metabolomic protocol for short-chain fatty acids and branched-chain amino acids	2013/02/03	English	180
Gender-specific pathway differences in the human serum metabolome	2015/08/04	English	177
Metabonomics of human fecal extracts characterize ulcerative colitis, Crohn’s disease and healthy individuals	2014/06/01	English	168
Leakage-free rapid quenching technique for yeast metabolomics	2008/06/26	English	166
Metabolite identification: are you sure? And how do your peers gauge your confidence?	2014/04/08	English	165