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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Nature Portfolio
2017
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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) |
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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 |
_version_ |
1718386093528711168 |