Visualising associations between paired ‘omics’ data sets

FastRFunctions for Robust Correlations and Hierarchical Clustering

(2015) Peter Langfelder et al.   Journal of Statistical Software

Potential risk factors associated with human encephalitis: application of canonical correlation analysis

(2011) Jemila S Hamid et al.   BMC Medical Research Methodology

One Problem, Many Solutions: Simple Statistical Approaches Help Unravel the Complexity of the Immune System in an Ecological Context

(2011) Deborah M. Buehler et al.   PLoS One

Bi-directional gene set enrichment and canonical correlation analysis identify key diet-sensitive pathways and biomarkers of metabolic syndrome

(2010) Melissa J Morine et al.   BMC BIOINFORMATICS

Metabolomic and transcriptomic stress response of Escherichia coli

(2010) Szymon Jozefczuk et al.   Molecular Systems Biology

Succession of microbial consortia in the developing infant gut microbiome

(2010) J. E. Koenig et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

integrOmics: an R package to unravel relationships between two omics datasets

(2009) Kim-Anh Lê Cao et al.   BIOINFORMATICS

A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis

(2009) D. M. Witten et al.   BIOSTATISTICS

Sparse canonical methods for biological data integration: application to a cross-platform study

(2009) Kim-Anh Lê Cao et al.   BMC BIOINFORMATICS

HIGHLIGHTING RELATIONSHIPS BETWEEN HETEROGENEOUS BIOLOGICAL DATA THROUGH GRAPHICAL DISPLAYS BASED ON REGULARIZED CANONICAL CORRELATION ANALYSIS

(2009) I. GONZÁLEZ et al.   JOURNAL OF BIOLOGICAL SYSTEMS

The key roles of elongases and desaturases in mammalian fatty acid metabolism: Insights from transgenic mice

(2009) Hervé Guillou et al.   PROGRESS IN LIPID RESEARCH

The CREB/CRE transcriptional pathway: protection against oxidative stress-mediated neuronal cell death

(2008) Boyoung Lee et al.   JOURNAL OF NEUROCHEMISTRY

The Metabonomic Signature of Celiac Disease

(2008) Ivano Bertini et al.   JOURNAL OF PROTEOME RESEARCH