Chemometrics Methods and Strategies in Metabolomics

scientific article published on January 2017

Chemometrics Methods and Strategies in Metabolomics is …
instance of (P31):
scholarly articleQ13442814

External links are
P356DOI10.1007/978-3-319-47656-8_7
P698PubMed publication ID28132180

P2093author name stringRui Climaco Pinto
P2860cites workMetICA: independent component analysis for high-resolution mass-spectrometry based non-targeted metabolomics.Q35943784
Constrained randomization and multivariate effect projections improve information extraction and biomarker pattern discovery in metabolomics studies involving dependent samplesQ36162272
Utilities for quantifying separation in PCA/PLS-DA scores plotsQ36501475
Metabolomic screening of pre-diagnostic serum samples identifies association between α- and γ-tocopherols and glioblastoma risk.Q37392903
Weighted false discovery rate controlling procedures for clinical trialsQ37598831
Opening up the "Black Box": metabolic phenotyping and metabolome-wide association studies in epidemiologyQ37670437
Chemometrics in metabolomics--a review in human disease diagnosisQ37681808
Design and analysis of metabolomics studies in epidemiologic research: a primer on -omic technologiesQ38223336
Workflow4Metabolomics: a collaborative research infrastructure for computational metabolomicsQ38393076
Identification of Differential Item Functioning in Multiple-Group Settings: A Multivariate Outlier Detection ApproachQ40139918
Scaling in ANOVA-simultaneous component analysisQ40543283
Independent components analysis to increase efficiency of discriminant analysis methods (FDA and LDA): Application to NMR fingerprinting of wineQ40947897
Geometric trajectory analysis of metabolic responses to toxicity can define treatment specific profilesQ44896606
Strategy for minimizing between-study variation of large-scale phenotypic experiments using multivariate analysisQ45262703
On lines and planes of closest fit to systems of points in spaceQ55877462
The Generalization of Student's RatioQ55953958
Why so many clustering algorithmsQ56388087
Orthogonal projections to latent structures (O-PLS)Q56435041
PLS-regression: a basic tool of chemometricsQ56454404
Principal component analysisQ56763826
Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometryQ56974325
ROBPCA: A New Approach to Robust Principal Component AnalysisQ57380618
Following Healthy Pregnancy by NMR Metabolomics of Plasma and Correlation to UrineQ58040277
OPLS discriminant analysis: combining the strengths of PLS-DA and SIMCA classificationQ58045925
Statistical validation of megavariate effects in ASCAQ21284225
A Guideline to Univariate Statistical Analysis for LC/MS-Based Untargeted Metabolomics-Derived DataQ24273307
Molecular phenotyping of a UK population: defining the human serum metabolomeQ24289470
MetaboAnalyst 2.0--a comprehensive server for metabolomic data analysisQ24632755
MetaboAnalyst: a web server for metabolomic data analysis and interpretationQ24655530
Metabolite profiling for plant functional genomicsQ28540952
Metabolic Profiling of Chicken Embryos Exposed to Perfluorooctanoic Acid (PFOA) and Agonists to Peroxisome Proliferator-Activated ReceptorsQ28551209
OMICtools: an informative directory for multi-omic data analysisQ28655772
Web-based inference of biological patterns, functions and pathways from metabolomic data using MetaboAnalystQ28746102
'Metabonomics': understanding the metabolic responses of living systems to pathophysiological stimuli via multivariate statistical analysis of biological NMR spectroscopic dataQ29784220
Chemometrics in metabonomics.Q30359585
Orthogonal projections to latent structures as a strategy for microarray data normalizationQ30479714
Statistical methods for the analysis of high-throughput metabolomics dataQ30790493
ANOVA-simultaneous component analysis (ASCA): a new tool for analyzing designed metabolomics dataQ30989683
Galaxy-M: a Galaxy workflow for processing and analyzing direct infusion and liquid chromatography mass spectrometry-based metabolomics dataQ31049058
Normalization method for metabolomics data using optimal selection of multiple internal standardsQ31105641
Visualization of GC/TOF-MS-based metabolomics data for identification of biochemically interesting compounds using OPLS class modelsQ31137205
Large-scale human metabolomics studies: a strategy for data (pre-) processing and validationQ33231491
metaP-server: a web-based metabolomics data analysis toolQ33714742
Metabolomic data processing, analysis, and interpretation using MetaboAnalystQ33919902
Metabolic profiling and the metabolome-wide association study: significance level for biomarker identificationQ34135639
Independent component analysis in non-hypothesis driven metabolomics: improvement of pattern discovery and simplification of biological data interpretation demonstrated with plasma samples of exercising humansQ34343204
Metabolome-wide association study identifies multiple biomarkers that discriminate north and south Chinese populations at differing risks of cardiovascular disease: INTERMAP studyQ35051204
MetaboAnalyst 3.0--making metabolomics more meaningfulQ35610559
Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studiesQ35914758
P407language of work or nameEnglishQ1860
P921main subjectchemometricsQ910067
metabolomicsQ12149006
P304page(s)163-190
P577publication date2017-01-01
P1433published inAdvances in Experimental Medicine and BiologyQ4686385
P1476titleChemometrics Methods and Strategies in Metabolomics
P478volume965

Reverse relations

cites work (P2860)
Q60048661Differential metabolomics analysis allows characterization of diversity of metabolite networks between males and females
Q90161153Differential metabolomics networks analysis of menopausal status
Q90049390Dysregulation of amino acids and lipids metabolism in schizophrenia with violence
Q92733313Metabolomics in the Context of Plant Natural Products Research: From Sample Preparation to Metabolite Analysis
Q48222655Platelet protein biomarker panel for ovarian cancer diagnosis

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