(Q34272167)

1 August 2017

State-of-the art data normalization methods improve NMR-based metabolomic analysis (English)

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1 August 2017

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Matthias S Klein

2

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author name string

Stefanie M Kohl

1

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1 August 2017

Jochen Hochrein

3

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1 August 2017

Peter J Oefner

4

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1 August 2017

Rainer Spang

5

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1 August 2017

Wolfram Gronwald

6

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1 August 2017

12 August 2011

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1 August 2017

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1 August 2017

8

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1 August 2017

Suppl 1

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1 August 2017

146-160

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https://scigraph.springernature.com/pub.10.1007/s11306-011-0350-z

1 August 2017

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cites work

Statistical integration of 1H NMR and MRS data from different biofluids and tissues enhances recovery of biological information from individuals with HIV-1 infection

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Data variance and statistical significance in 2D-gel electrophoresis and DIGE experiments: comparison of the effects of normalization methods

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Statistics in experimental design, preprocessing, and analysis of proteomics data

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Computational approaches to metabolomics

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Metabolic profiling as a tool for understanding mechanisms of toxicity

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Method for determining molar concentrations of metabolites in complex solutions from two-dimensional 1H-13C NMR spectra

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Improved classification accuracy in 1- and 2-dimensional NMR metabolomics data using the variance stabilising generalised logarithm transformation

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Metabonomics in pharmaceutical R&D.

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Targeted profiling: quantitative analysis of 1H NMR metabolomics data

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Centering, scaling, and transformations: improving the biological information content of metabolomics data

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Bias in error estimation when using cross-validation for model selection

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

ROCR: visualizing classifier performance in R

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Statistical total correlation spectroscopy: an exploratory approach for latent biomarker identification from metabolic 1H NMR data sets

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Using chemometrics for navigating in the large data sets of genomics, proteomics, and metabonomics (gpm).

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Automatic alignment of individual peaks in large high-resolution spectral data sets

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Summaries of Affymetrix GeneChip probe level data

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

A comparison of normalization methods for high density oligonucleotide array data based on variance and bias

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

A new non-linear normalization method for reducing variability in DNA microarray experiments

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

A variance-stabilizing transformation for gene-expression microarray data

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Variance stabilization applied to microarray data calibration and to the quantification of differential expression

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Model-based analysis of oligonucleotide arrays: model validation, design issues and standard error application

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

750 MHz 1H NMR spectroscopy characterisation of the complex metabolic pattern of urine from patients with inborn errors of metabolism: 2-hydroxyglutaric aciduria and maple syrup urine disease

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3337420

Quantifying reproducibility for differential proteomics: noise analysis for protein liquid chromatography-mass spectrometry of human serum.

6 July 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11306-011-0350-Z

Contrast normalization of oligonucleotide arrays.

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11306-011-0350-Z

Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11306-011-0350-Z

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.

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11306-011-0350-Z

Evaluation of standard and advanced preprocessing methods for the univariate analysis of blood serum 1H-NMR spectra.

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11306-011-0350-Z

NMR and MS methods for metabonomics

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11306-011-0350-Z

Urinary metabolite quantification employing 2D NMR spectroscopy.

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11306-011-0350-Z

Detection of autosomal dominant polycystic kidney disease by NMR spectroscopic fingerprinting of urine.

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11306-011-0350-Z

Interdependence of signal processing and analysis of urine 1H NMR spectra for metabolic profiling

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11306-011-0350-Z

Probabilistic quotient normalization as robust method to account for dilution of complex biological mixtures. Application in 1H NMR metabonomics

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22593726

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1007/S11306-011-0350-Z

1 reference

Dimensions Publication ID

1 August 2017

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1 reference

1 August 2017

1 reference