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Identification of rare and common regulatory variants in pluripotent cells using population-scale transcriptomics

Induced pluripotent stem cells (iPSCs) are an established cellular system to study the impact of genetic variants in derived cell types and developmental contexts. However, in their pluripotent state, the disease impact of genetic variants is less known. Here, we integrate data from 1,367 human iPSC...

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Autores principales: Bonder, Marc Jan, Smail, Craig, Gloudemans, Michael J., Frésard, Laure, Jakubosky, David, D’Antonio, Matteo, Li, Xin, Ferraro, Nicole M., Carcamo-Orive, Ivan, Mirauta, Bogdan, Seaton, Daniel D., Cai, Na, Vakili, Dara, Horta, Danilo, Zhao, Chunli, Zastrow, Diane B., Bonner, Devon E., Wheeler, Matthew T., Kilpinen, Helena, Knowles, Joshua W., Smith, Erin N., Frazer, Kelly A., Montgomery, Stephen B., Stegle, Oliver
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7944648/
https://www.ncbi.nlm.nih.gov/pubmed/33664507
http://dx.doi.org/10.1038/s41588-021-00800-7
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author Bonder, Marc Jan
Smail, Craig
Gloudemans, Michael J.
Frésard, Laure
Jakubosky, David
D’Antonio, Matteo
Li, Xin
Ferraro, Nicole M.
Carcamo-Orive, Ivan
Mirauta, Bogdan
Seaton, Daniel D.
Cai, Na
Vakili, Dara
Horta, Danilo
Zhao, Chunli
Zastrow, Diane B.
Bonner, Devon E.
Wheeler, Matthew T.
Kilpinen, Helena
Knowles, Joshua W.
Smith, Erin N.
Frazer, Kelly A.
Montgomery, Stephen B.
Stegle, Oliver
author_facet Bonder, Marc Jan
Smail, Craig
Gloudemans, Michael J.
Frésard, Laure
Jakubosky, David
D’Antonio, Matteo
Li, Xin
Ferraro, Nicole M.
Carcamo-Orive, Ivan
Mirauta, Bogdan
Seaton, Daniel D.
Cai, Na
Vakili, Dara
Horta, Danilo
Zhao, Chunli
Zastrow, Diane B.
Bonner, Devon E.
Wheeler, Matthew T.
Kilpinen, Helena
Knowles, Joshua W.
Smith, Erin N.
Frazer, Kelly A.
Montgomery, Stephen B.
Stegle, Oliver
author_sort Bonder, Marc Jan
collection PubMed
description Induced pluripotent stem cells (iPSCs) are an established cellular system to study the impact of genetic variants in derived cell types and developmental contexts. However, in their pluripotent state, the disease impact of genetic variants is less known. Here, we integrate data from 1,367 human iPSC lines to comprehensively map common and rare regulatory variants in human pluripotent cells. Using this population-scale resource, we report hundreds of novel colocalization events for human traits specific to iPSCs, and find increased power to identify rare regulatory variants compared with somatic tissues. Finally, we demonstrate how iPSCs enable the identification of causal genes for rare diseases.
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spelling pubmed-79446482021-09-04 Identification of rare and common regulatory variants in pluripotent cells using population-scale transcriptomics Bonder, Marc Jan Smail, Craig Gloudemans, Michael J. Frésard, Laure Jakubosky, David D’Antonio, Matteo Li, Xin Ferraro, Nicole M. Carcamo-Orive, Ivan Mirauta, Bogdan Seaton, Daniel D. Cai, Na Vakili, Dara Horta, Danilo Zhao, Chunli Zastrow, Diane B. Bonner, Devon E. Wheeler, Matthew T. Kilpinen, Helena Knowles, Joshua W. Smith, Erin N. Frazer, Kelly A. Montgomery, Stephen B. Stegle, Oliver Nat Genet Article Induced pluripotent stem cells (iPSCs) are an established cellular system to study the impact of genetic variants in derived cell types and developmental contexts. However, in their pluripotent state, the disease impact of genetic variants is less known. Here, we integrate data from 1,367 human iPSC lines to comprehensively map common and rare regulatory variants in human pluripotent cells. Using this population-scale resource, we report hundreds of novel colocalization events for human traits specific to iPSCs, and find increased power to identify rare regulatory variants compared with somatic tissues. Finally, we demonstrate how iPSCs enable the identification of causal genes for rare diseases. 2021-03-04 2021-03 /pmc/articles/PMC7944648/ /pubmed/33664507 http://dx.doi.org/10.1038/s41588-021-00800-7 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Bonder, Marc Jan
Smail, Craig
Gloudemans, Michael J.
Frésard, Laure
Jakubosky, David
D’Antonio, Matteo
Li, Xin
Ferraro, Nicole M.
Carcamo-Orive, Ivan
Mirauta, Bogdan
Seaton, Daniel D.
Cai, Na
Vakili, Dara
Horta, Danilo
Zhao, Chunli
Zastrow, Diane B.
Bonner, Devon E.
Wheeler, Matthew T.
Kilpinen, Helena
Knowles, Joshua W.
Smith, Erin N.
Frazer, Kelly A.
Montgomery, Stephen B.
Stegle, Oliver
Identification of rare and common regulatory variants in pluripotent cells using population-scale transcriptomics
title Identification of rare and common regulatory variants in pluripotent cells using population-scale transcriptomics
title_full Identification of rare and common regulatory variants in pluripotent cells using population-scale transcriptomics
title_fullStr Identification of rare and common regulatory variants in pluripotent cells using population-scale transcriptomics
title_full_unstemmed Identification of rare and common regulatory variants in pluripotent cells using population-scale transcriptomics
title_short Identification of rare and common regulatory variants in pluripotent cells using population-scale transcriptomics
title_sort identification of rare and common regulatory variants in pluripotent cells using population-scale transcriptomics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7944648/
https://www.ncbi.nlm.nih.gov/pubmed/33664507
http://dx.doi.org/10.1038/s41588-021-00800-7
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