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Functional dynamic genetic effects on gene regulation are specific to particular cell types and environmental conditions

Genetic effects on gene expression and splicing can be modulated by cellular and environmental factors; yet interactions between genotypes, cell type, and treatment have not been comprehensively studied together. We used an induced pluripotent stem cell system to study multiple cell types derived fr...

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Autores principales: Findley, Anthony S, Monziani, Alan, Richards, Allison L, Rhodes, Katherine, Ward, Michelle C, Kalita, Cynthia A, Alazizi, Adnan, Pazokitoroudi, Ali, Sankararaman, Sriram, Wen, Xiaoquan, Lanfear, David E, Pique-Regi, Roger, Gilad, Yoav, Luca, Francesca
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8248987/
https://www.ncbi.nlm.nih.gov/pubmed/33988505
http://dx.doi.org/10.7554/eLife.67077
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author Findley, Anthony S
Monziani, Alan
Richards, Allison L
Rhodes, Katherine
Ward, Michelle C
Kalita, Cynthia A
Alazizi, Adnan
Pazokitoroudi, Ali
Sankararaman, Sriram
Wen, Xiaoquan
Lanfear, David E
Pique-Regi, Roger
Gilad, Yoav
Luca, Francesca
author_facet Findley, Anthony S
Monziani, Alan
Richards, Allison L
Rhodes, Katherine
Ward, Michelle C
Kalita, Cynthia A
Alazizi, Adnan
Pazokitoroudi, Ali
Sankararaman, Sriram
Wen, Xiaoquan
Lanfear, David E
Pique-Regi, Roger
Gilad, Yoav
Luca, Francesca
author_sort Findley, Anthony S
collection PubMed
description Genetic effects on gene expression and splicing can be modulated by cellular and environmental factors; yet interactions between genotypes, cell type, and treatment have not been comprehensively studied together. We used an induced pluripotent stem cell system to study multiple cell types derived from the same individuals and exposed them to a large panel of treatments. Cellular responses involved different genes and pathways for gene expression and splicing and were highly variable across contexts. For thousands of genes, we identified variable allelic expression across contexts and characterized different types of gene-environment interactions, many of which are associated with complex traits. Promoter functional and evolutionary features distinguished genes with elevated allelic imbalance mean and variance. On average, half of the genes with dynamic regulatory interactions were missed by large eQTL mapping studies, indicating the importance of exploring multiple treatments to reveal previously unrecognized regulatory loci that may be important for disease.
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spelling pubmed-82489872021-07-02 Functional dynamic genetic effects on gene regulation are specific to particular cell types and environmental conditions Findley, Anthony S Monziani, Alan Richards, Allison L Rhodes, Katherine Ward, Michelle C Kalita, Cynthia A Alazizi, Adnan Pazokitoroudi, Ali Sankararaman, Sriram Wen, Xiaoquan Lanfear, David E Pique-Regi, Roger Gilad, Yoav Luca, Francesca eLife Chromosomes and Gene Expression Genetic effects on gene expression and splicing can be modulated by cellular and environmental factors; yet interactions between genotypes, cell type, and treatment have not been comprehensively studied together. We used an induced pluripotent stem cell system to study multiple cell types derived from the same individuals and exposed them to a large panel of treatments. Cellular responses involved different genes and pathways for gene expression and splicing and were highly variable across contexts. For thousands of genes, we identified variable allelic expression across contexts and characterized different types of gene-environment interactions, many of which are associated with complex traits. Promoter functional and evolutionary features distinguished genes with elevated allelic imbalance mean and variance. On average, half of the genes with dynamic regulatory interactions were missed by large eQTL mapping studies, indicating the importance of exploring multiple treatments to reveal previously unrecognized regulatory loci that may be important for disease. eLife Sciences Publications, Ltd 2021-05-14 /pmc/articles/PMC8248987/ /pubmed/33988505 http://dx.doi.org/10.7554/eLife.67077 Text en © 2021, Findley et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Chromosomes and Gene Expression
Findley, Anthony S
Monziani, Alan
Richards, Allison L
Rhodes, Katherine
Ward, Michelle C
Kalita, Cynthia A
Alazizi, Adnan
Pazokitoroudi, Ali
Sankararaman, Sriram
Wen, Xiaoquan
Lanfear, David E
Pique-Regi, Roger
Gilad, Yoav
Luca, Francesca
Functional dynamic genetic effects on gene regulation are specific to particular cell types and environmental conditions
title Functional dynamic genetic effects on gene regulation are specific to particular cell types and environmental conditions
title_full Functional dynamic genetic effects on gene regulation are specific to particular cell types and environmental conditions
title_fullStr Functional dynamic genetic effects on gene regulation are specific to particular cell types and environmental conditions
title_full_unstemmed Functional dynamic genetic effects on gene regulation are specific to particular cell types and environmental conditions
title_short Functional dynamic genetic effects on gene regulation are specific to particular cell types and environmental conditions
title_sort functional dynamic genetic effects on gene regulation are specific to particular cell types and environmental conditions
topic Chromosomes and Gene Expression
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8248987/
https://www.ncbi.nlm.nih.gov/pubmed/33988505
http://dx.doi.org/10.7554/eLife.67077
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