Journal article
Pathprinting: An integrative approach to understand the functional basis of disease
GM Altschuler, O Hofmann, I Kalatskaya, R Payne, SJ Ho Sui, U Saxena, AV Krivtsov, SA Armstrong, T Cai, L Stein, WA Hide
Genome Medicine | BMC | Published : 2013
DOI: 10.1186/gm472
Abstract
New strategies to combat complex human disease require systems approaches to biology that integrate experiments from cell lines, primary tissues and model organisms. We have developed Pathprint, a functional approach that compares gene expression profiles in a set of pathways, networks and transcriptionally regulated targets. It can be applied universally to gene expression profiles across species. Integration of large-scale profiling methods and curation of the public repository overcomes platform, species and batch effects to yield a standard measure of functional distance between experiments. We show that pathprints combine mouse and human blood developmental lineage, and can be used to i..
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Awarded by National Institutes of Health
Funding Acknowledgements
We thank Dr R Gazit, Dr T Mehan, Prof F Michor, Prof C Seoighe, Dr A Sinha, Dr R Sompallae, C Spencer, and I Sytchev for conceptual and technical advice. This work was supported by the National Institute of Health (1RC2CA148222-01 to WH).