Sc-compReg enables the comparison of gene regulatory networks between conditions using single-cell data

Changes in cell state underlie the difference between health and disease. Here, the authors propose a computational framework for the integration of gene expression and chromatin-accessibility data from single cells to identify differences in gene regulation in cell types across two conditions.

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Autores principales: Zhana Duren, Wenhui Sophia Lu, Joseph G. Arthur, Preyas Shah, Jingxue Xin, Francesca Meschi, Miranda Lin Li, Corey M. Nemec, Yifeng Yin, Wing Hung Wong
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/9c4fc70938c445fdbe6641ebdbf16cd2
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spelling oai:doaj.org-article:9c4fc70938c445fdbe6641ebdbf16cd22021-12-02T14:53:51ZSc-compReg enables the comparison of gene regulatory networks between conditions using single-cell data10.1038/s41467-021-25089-22041-1723https://doaj.org/article/9c4fc70938c445fdbe6641ebdbf16cd22021-08-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-25089-2https://doaj.org/toc/2041-1723Changes in cell state underlie the difference between health and disease. Here, the authors propose a computational framework for the integration of gene expression and chromatin-accessibility data from single cells to identify differences in gene regulation in cell types across two conditions.Zhana DurenWenhui Sophia LuJoseph G. ArthurPreyas ShahJingxue XinFrancesca MeschiMiranda Lin LiCorey M. NemecYifeng YinWing Hung WongNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-13 (2021)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Zhana Duren
Wenhui Sophia Lu
Joseph G. Arthur
Preyas Shah
Jingxue Xin
Francesca Meschi
Miranda Lin Li
Corey M. Nemec
Yifeng Yin
Wing Hung Wong
Sc-compReg enables the comparison of gene regulatory networks between conditions using single-cell data
description Changes in cell state underlie the difference between health and disease. Here, the authors propose a computational framework for the integration of gene expression and chromatin-accessibility data from single cells to identify differences in gene regulation in cell types across two conditions.
format article
author Zhana Duren
Wenhui Sophia Lu
Joseph G. Arthur
Preyas Shah
Jingxue Xin
Francesca Meschi
Miranda Lin Li
Corey M. Nemec
Yifeng Yin
Wing Hung Wong
author_facet Zhana Duren
Wenhui Sophia Lu
Joseph G. Arthur
Preyas Shah
Jingxue Xin
Francesca Meschi
Miranda Lin Li
Corey M. Nemec
Yifeng Yin
Wing Hung Wong
author_sort Zhana Duren
title Sc-compReg enables the comparison of gene regulatory networks between conditions using single-cell data
title_short Sc-compReg enables the comparison of gene regulatory networks between conditions using single-cell data
title_full Sc-compReg enables the comparison of gene regulatory networks between conditions using single-cell data
title_fullStr Sc-compReg enables the comparison of gene regulatory networks between conditions using single-cell data
title_full_unstemmed Sc-compReg enables the comparison of gene regulatory networks between conditions using single-cell data
title_sort sc-compreg enables the comparison of gene regulatory networks between conditions using single-cell data
publisher Nature Portfolio
publishDate 2021
url https://doaj.org/article/9c4fc70938c445fdbe6641ebdbf16cd2
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