Genomic regression analysis of coordinated expression

Somatic copy number alterations (SCNA) can confound gene co-expression analysis in cancers. Here the authors develop a method to remove the effects of SCNA in co-expression analysis, improving the analysis of network rewiring in cancer, and provide a database with adjusted data from TCGA.

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Autores principales: Ling Cai, Qiwei Li, Yi Du, Jonghyun Yun, Yang Xie, Ralph J. DeBerardinis, Guanghua Xiao
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2017
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Acceso en línea:https://doaj.org/article/0d5b683757f54cdc82e68c7e1888eb8d
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spelling oai:doaj.org-article:0d5b683757f54cdc82e68c7e1888eb8d2021-12-02T15:38:42ZGenomic regression analysis of coordinated expression10.1038/s41467-017-02181-02041-1723https://doaj.org/article/0d5b683757f54cdc82e68c7e1888eb8d2017-12-01T00:00:00Zhttps://doi.org/10.1038/s41467-017-02181-0https://doaj.org/toc/2041-1723Somatic copy number alterations (SCNA) can confound gene co-expression analysis in cancers. Here the authors develop a method to remove the effects of SCNA in co-expression analysis, improving the analysis of network rewiring in cancer, and provide a database with adjusted data from TCGA.Ling CaiQiwei LiYi DuJonghyun YunYang XieRalph J. DeBerardinisGuanghua XiaoNature PortfolioarticleScienceQENNature Communications, Vol 8, Iss 1, Pp 1-10 (2017)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Ling Cai
Qiwei Li
Yi Du
Jonghyun Yun
Yang Xie
Ralph J. DeBerardinis
Guanghua Xiao
Genomic regression analysis of coordinated expression
description Somatic copy number alterations (SCNA) can confound gene co-expression analysis in cancers. Here the authors develop a method to remove the effects of SCNA in co-expression analysis, improving the analysis of network rewiring in cancer, and provide a database with adjusted data from TCGA.
format article
author Ling Cai
Qiwei Li
Yi Du
Jonghyun Yun
Yang Xie
Ralph J. DeBerardinis
Guanghua Xiao
author_facet Ling Cai
Qiwei Li
Yi Du
Jonghyun Yun
Yang Xie
Ralph J. DeBerardinis
Guanghua Xiao
author_sort Ling Cai
title Genomic regression analysis of coordinated expression
title_short Genomic regression analysis of coordinated expression
title_full Genomic regression analysis of coordinated expression
title_fullStr Genomic regression analysis of coordinated expression
title_full_unstemmed Genomic regression analysis of coordinated expression
title_sort genomic regression analysis of coordinated expression
publisher Nature Portfolio
publishDate 2017
url https://doaj.org/article/0d5b683757f54cdc82e68c7e1888eb8d
work_keys_str_mv AT lingcai genomicregressionanalysisofcoordinatedexpression
AT qiweili genomicregressionanalysisofcoordinatedexpression
AT yidu genomicregressionanalysisofcoordinatedexpression
AT jonghyunyun genomicregressionanalysisofcoordinatedexpression
AT yangxie genomicregressionanalysisofcoordinatedexpression
AT ralphjdeberardinis genomicregressionanalysisofcoordinatedexpression
AT guanghuaxiao genomicregressionanalysisofcoordinatedexpression
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