Characterization of data analysis methods for information recovery from metabolic 1H NMR spectra using artificial complex mixtures

Characterization of data analysis methods for information recovery from metabolic 1H NMR spectra using artificial complex mixtures is …
instance of (P31):
scholarly articleQ13442814

External links are
P356DOI10.1007/S11306-012-0422-8
P2888exact matchhttps://scigraph.springernature.com/pub.10.1007/s11306-012-0422-8

P50authorElaine HolmesQ28469525
Coral BarbasQ28745544
Alexessander Couto AlvesQ47157637
Tim EbbelsQ53581593
Jia V. LiQ61104233
Isabel Garcia-PerezQ91271880
P2093author name stringCaroline Sands
P2860cites workHMDB: the Human Metabolome DatabaseQ23039065
Metabolite profiling for plant functional genomicsQ28540952
Analytical reproducibility in (1)H NMR-based metabonomic urinalysisQ30747191
Statistical total correlation spectroscopy: an exploratory approach for latent biomarker identification from metabolic 1H NMR data setsQ30983576
Scaling and normalization effects in NMR spectroscopic metabonomic data setsQ31035575
MetAssimulo: simulation of realistic NMR metabolic profilesQ33711503
Metabolic profiling and the metabolome-wide association study: significance level for biomarker identificationQ34135639
Human metabolic phenotype diversity and its association with diet and blood pressure.Q34772005
Classification using partial least squares with penalized logistic regressionQ35942382
Evaluation of the orthogonal projection on latent structure model limitations caused by chemical shift variability and improved visualization of biomarker changes in 1H NMR spectroscopic metabonomic studies.Q45222765
High-throughput classification of yeast mutants for functional genomics using metabolic footprinting.Q45967017
Multi-class cancer classification via partial least squares with gene expression profilesQ48284122
Least squares quantization in PCMQ55881521
Orthogonal projections to latent structures (O-PLS)Q56435041
Environmental metabolomics: a critical review and future perspectivesQ56453764
Assessment of Analytical Reproducibility of1H NMR Spectroscopy Based Metabonomics for Large-Scale Epidemiological Research: the INTERMAP StudyQ58045895
Probabilistic quotient normalization as robust method to account for dilution of complex biological mixtures. Application in 1H NMR metabonomicsQ79813217
Assessment of PLSDA cross validationQ114867960
P433issue6
P304page(s)1170-1180
P577publication date2012-04-27
P1433published inMetabolomicsQ15764355
P1476titleCharacterization of data analysis methods for information recovery from metabolic 1H NMR spectra using artificial complex mixtures
P478volume8

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cites work (P2860)
Q64892121Comparison of Bi- and Tri-Linear PLS Models for Variable Selection in Metabolomic Time-Series Experiments.
Q40184611Metabolic profiling of polycystic ovary syndrome reveals interactions with abdominal obesity
Q51750037Profiling convoluted single-dimension proton NMR spectra: a Plackett-Burman approach for assessing quantification error of metabolites in complex mixtures with application to cell culture.

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