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Effects of sequence variation on differential allelic transcription factor occupancy and gene expression
A complex interplay between transcription factors (TFs) and the genome regulates transcription. However, connecting variation in genome sequence with variation in TF binding and gene expression is challenging due to environmental differences between individuals and cell types. To address this proble...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory Press
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3337432/ https://www.ncbi.nlm.nih.gov/pubmed/22300769 http://dx.doi.org/10.1101/gr.131201.111 |
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author | Reddy, Timothy E. Gertz, Jason Pauli, Florencia Kucera, Katerina S. Varley, Katherine E. Newberry, Kimberly M. Marinov, Georgi K. Mortazavi, Ali Williams, Brian A. Song, Lingyun Crawford, Gregory E. Wold, Barbara Willard, Huntington F. Myers, Richard M. |
author_facet | Reddy, Timothy E. Gertz, Jason Pauli, Florencia Kucera, Katerina S. Varley, Katherine E. Newberry, Kimberly M. Marinov, Georgi K. Mortazavi, Ali Williams, Brian A. Song, Lingyun Crawford, Gregory E. Wold, Barbara Willard, Huntington F. Myers, Richard M. |
author_sort | Reddy, Timothy E. |
collection | PubMed |
description | A complex interplay between transcription factors (TFs) and the genome regulates transcription. However, connecting variation in genome sequence with variation in TF binding and gene expression is challenging due to environmental differences between individuals and cell types. To address this problem, we measured genome-wide differential allelic occupancy of 24 TFs and EP300 in a human lymphoblastoid cell line GM12878. Overall, 5% of human TF binding sites have an allelic imbalance in occupancy. At many sites, TFs clustered in TF-binding hubs on the same homolog in especially open chromatin. While genetic variation in core TF binding motifs generally resulted in large allelic differences in TF occupancy, most allelic differences in occupancy were subtle and associated with disruption of weak or noncanonical motifs. We also measured genome-wide differential allelic expression of genes with and without heterozygous exonic variants in the same cells. We found that genes with differential allelic expression were overall less expressed both in GM12878 cells and in unrelated human cell lines. Comparing TF occupancy with expression, we found strong association between allelic occupancy and expression within 100 bp of transcription start sites (TSSs), and weak association up to 100 kb from TSSs. Sites of differential allelic occupancy were significantly enriched for variants associated with disease, particularly autoimmune disease, suggesting that allelic differences in TF occupancy give functional insights into intergenic variants associated with disease. Our results have the potential to increase the power and interpretability of association studies by targeting functional intergenic variants in addition to protein coding sequences. |
format | Online Article Text |
id | pubmed-3337432 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Cold Spring Harbor Laboratory Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-33374322012-11-01 Effects of sequence variation on differential allelic transcription factor occupancy and gene expression Reddy, Timothy E. Gertz, Jason Pauli, Florencia Kucera, Katerina S. Varley, Katherine E. Newberry, Kimberly M. Marinov, Georgi K. Mortazavi, Ali Williams, Brian A. Song, Lingyun Crawford, Gregory E. Wold, Barbara Willard, Huntington F. Myers, Richard M. Genome Res Research A complex interplay between transcription factors (TFs) and the genome regulates transcription. However, connecting variation in genome sequence with variation in TF binding and gene expression is challenging due to environmental differences between individuals and cell types. To address this problem, we measured genome-wide differential allelic occupancy of 24 TFs and EP300 in a human lymphoblastoid cell line GM12878. Overall, 5% of human TF binding sites have an allelic imbalance in occupancy. At many sites, TFs clustered in TF-binding hubs on the same homolog in especially open chromatin. While genetic variation in core TF binding motifs generally resulted in large allelic differences in TF occupancy, most allelic differences in occupancy were subtle and associated with disruption of weak or noncanonical motifs. We also measured genome-wide differential allelic expression of genes with and without heterozygous exonic variants in the same cells. We found that genes with differential allelic expression were overall less expressed both in GM12878 cells and in unrelated human cell lines. Comparing TF occupancy with expression, we found strong association between allelic occupancy and expression within 100 bp of transcription start sites (TSSs), and weak association up to 100 kb from TSSs. Sites of differential allelic occupancy were significantly enriched for variants associated with disease, particularly autoimmune disease, suggesting that allelic differences in TF occupancy give functional insights into intergenic variants associated with disease. Our results have the potential to increase the power and interpretability of association studies by targeting functional intergenic variants in addition to protein coding sequences. Cold Spring Harbor Laboratory Press 2012-05 /pmc/articles/PMC3337432/ /pubmed/22300769 http://dx.doi.org/10.1101/gr.131201.111 Text en © 2012, Published by Cold Spring Harbor Laboratory Press This article is distributed exclusively by Cold Spring Harbor Laboratory Press for the first six months after the full-issue publication date (see http://genome.cshlp.org/site/misc/terms.xhtml). After six months, it is available under a Creative Commons License (Attribution-NonCommercial 3.0 Unported License), as described at http://creativecommons.org/licenses/by-nc/3.0/. |
spellingShingle | Research Reddy, Timothy E. Gertz, Jason Pauli, Florencia Kucera, Katerina S. Varley, Katherine E. Newberry, Kimberly M. Marinov, Georgi K. Mortazavi, Ali Williams, Brian A. Song, Lingyun Crawford, Gregory E. Wold, Barbara Willard, Huntington F. Myers, Richard M. Effects of sequence variation on differential allelic transcription factor occupancy and gene expression |
title | Effects of sequence variation on differential allelic transcription factor occupancy and gene expression |
title_full | Effects of sequence variation on differential allelic transcription factor occupancy and gene expression |
title_fullStr | Effects of sequence variation on differential allelic transcription factor occupancy and gene expression |
title_full_unstemmed | Effects of sequence variation on differential allelic transcription factor occupancy and gene expression |
title_short | Effects of sequence variation on differential allelic transcription factor occupancy and gene expression |
title_sort | effects of sequence variation on differential allelic transcription factor occupancy and gene expression |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3337432/ https://www.ncbi.nlm.nih.gov/pubmed/22300769 http://dx.doi.org/10.1101/gr.131201.111 |
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