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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
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
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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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