Correlation Patterns in Experimental Data Are Affected by Normalization Procedures: Consequences for Data Analysis and Network Inference
Author:
Affiliation:
1. Laboratory of Systems and Synthetic Biology, Wageningen University, Stippeneng 4 6708 HB Wageningen, The Netherlands
Funder
Seventh Framework Programme
Publisher
American Chemical Society (ACS)
Subject
General Chemistry,Biochemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.jproteome.6b00704
Reference48 articles.
1. Review: On the analysis and interpretation of correlations in metabolomic data
2. A General Framework for Weighted Gene Co-Expression Network Analysis
3. Probabilistic Networks of Blood Metabolites in Healthy Subjects As Indicators of Latent Cardiovascular Risk
4. Comprehensive evaluation of canine renal papillary necrosis induced by nefiracetam, a neurotransmission enhancer
5. State-of-the art data normalization methods improve NMR-based metabolomic analysis
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