Missing values in mass spectrometry based metabolomics: an undervalued step in the data processing pipeline

Fusion of metabolomics and proteomics data for biomarkers discovery: case study on the experimental autoimmune encephalomyelitis

(2011) Lionel Blanchet et al.   BMC BIOINFORMATICS

Robust Early Pregnancy Prediction of Later Preeclampsia Using Metabolomic Biomarkers

(2010) Louise C. Kenny et al.   HYPERTENSION

Application of Metabolomics to Investigate the Process of Human Orthotopic Liver Transplantation: A Proof-of-Principle Study

(2010) Olga Hrydziuszko et al.   OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY

Missing values in gel-based proteomics

(2010) Daniela Albrecht et al.   PROTEOMICS

Discriminating between Different Acute Chemical Toxicities via Changes in the Daphnid Metabolome

(2010) Nadine S. Taylor et al.   TOXICOLOGICAL SCIENCES

A signal filtering method for improved quantification and noise discrimination in fourier transform ion cyclotron resonance mass spectrometry-based metabolomics data

(2009) Tristan G. Payne et al.   JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY

MetaboAnalyst: a web server for metabolomic data analysis and interpretation

(2009) J. Xia et al.   NUCLEIC ACIDS RESEARCH

Gene Expression Profiling of Human Liver Transplants Identifies an Early Transcriptional Signature Associated with Initial Poor Graft Function

(2008) V. Defamie et al.   AMERICAN JOURNAL OF TRANSPLANTATION

Spectral relative standard deviation: a practical benchmark in metabolomics

(2008) Helen M. Parsons et al.   ANALYST

Missing value imputation improves clustering and interpretation of gene expression microarray data

(2008) Johannes Tuikkala et al.   BMC BIOINFORMATICS

Assessment of PLSDA cross validation

(2008) Johan A. Westerhuis et al.   Metabolomics

A new approach to toxicity testing in Daphnia magna: application of high throughput FT-ICR mass spectrometry metabolomics

(2008) Nadine S. Taylor et al.   Metabolomics

Treatment of missing values for multivariate statistical analysis of gel-based proteomics data

(2008) Romina Pedreschi et al.   PROTEOMICS

High-throughput tissue extraction protocol for NMR- and MS-based metabolomics

(2007) Huifeng Wu et al.   ANALYTICAL BIOCHEMISTRY