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Pathprinting: An integrative approach to understand the functional basis of disease
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 transcrip...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3971351/ https://www.ncbi.nlm.nih.gov/pubmed/23890051 http://dx.doi.org/10.1186/gm472 |
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author | Altschuler, Gabriel M Hofmann, Oliver Kalatskaya, Irina Payne, Rebecca Ho Sui, Shannan J Saxena, Uma Krivtsov, Andrei V Armstrong, Scott A Cai, Tianxi Stein, Lincoln Hide, Winston A |
author_facet | Altschuler, Gabriel M Hofmann, Oliver Kalatskaya, Irina Payne, Rebecca Ho Sui, Shannan J Saxena, Uma Krivtsov, Andrei V Armstrong, Scott A Cai, Tianxi Stein, Lincoln Hide, Winston A |
author_sort | Altschuler, Gabriel M |
collection | PubMed |
description | 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 identify new prognostic indicators in acute myeloid leukemia. The code and resources are available at http://compbio.sph.harvard.edu/hidelab/pathprint |
format | Online Article Text |
id | pubmed-3971351 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-39713512014-04-10 Pathprinting: An integrative approach to understand the functional basis of disease Altschuler, Gabriel M Hofmann, Oliver Kalatskaya, Irina Payne, Rebecca Ho Sui, Shannan J Saxena, Uma Krivtsov, Andrei V Armstrong, Scott A Cai, Tianxi Stein, Lincoln Hide, Winston A Genome Med Method 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 identify new prognostic indicators in acute myeloid leukemia. The code and resources are available at http://compbio.sph.harvard.edu/hidelab/pathprint BioMed Central 2013-07-26 /pmc/articles/PMC3971351/ /pubmed/23890051 http://dx.doi.org/10.1186/gm472 Text en Copyright © 2013 Altschuler et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Method Altschuler, Gabriel M Hofmann, Oliver Kalatskaya, Irina Payne, Rebecca Ho Sui, Shannan J Saxena, Uma Krivtsov, Andrei V Armstrong, Scott A Cai, Tianxi Stein, Lincoln Hide, Winston A Pathprinting: An integrative approach to understand the functional basis of disease |
title | Pathprinting: An integrative approach to understand the functional basis of disease |
title_full | Pathprinting: An integrative approach to understand the functional basis of disease |
title_fullStr | Pathprinting: An integrative approach to understand the functional basis of disease |
title_full_unstemmed | Pathprinting: An integrative approach to understand the functional basis of disease |
title_short | Pathprinting: An integrative approach to understand the functional basis of disease |
title_sort | pathprinting: an integrative approach to understand the functional basis of disease |
topic | Method |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3971351/ https://www.ncbi.nlm.nih.gov/pubmed/23890051 http://dx.doi.org/10.1186/gm472 |
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