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A cis-regulatory lexicon of DNA motif combinations mediating cell-type-specific gene regulation
Gene expression is controlled by transcription factors (TFs) that bind cognate DNA motif sequences in cis-regulatory elements (CREs). The combinations of DNA motifs acting within homeostasis and disease, however, are unclear. Gene expression, chromatin accessibility, TF footprinting, and H3K27ac-dep...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894309/ https://www.ncbi.nlm.nih.gov/pubmed/36742369 http://dx.doi.org/10.1016/j.xgen.2022.100191 |
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author | Donohue, Laura K.H. Guo, Margaret G. Zhao, Yang Jung, Namyoung Bussat, Rose T. Kim, Daniel S. Neela, Poornima H. Kellman, Laura N. Garcia, Omar S. Meyers, Robin M. Altman, Russ B. Khavari, Paul A. |
author_facet | Donohue, Laura K.H. Guo, Margaret G. Zhao, Yang Jung, Namyoung Bussat, Rose T. Kim, Daniel S. Neela, Poornima H. Kellman, Laura N. Garcia, Omar S. Meyers, Robin M. Altman, Russ B. Khavari, Paul A. |
author_sort | Donohue, Laura K.H. |
collection | PubMed |
description | Gene expression is controlled by transcription factors (TFs) that bind cognate DNA motif sequences in cis-regulatory elements (CREs). The combinations of DNA motifs acting within homeostasis and disease, however, are unclear. Gene expression, chromatin accessibility, TF footprinting, and H3K27ac-dependent DNA looping data were generated and a random-forest-based model was applied to identify 7,531 cell-type-specific cis-regulatory modules (CRMs) across 15 diploid human cell types. A co-enrichment framework within CRMs nominated 838 cell-type-specific, recurrent heterotypic DNA motif combinations (DMCs), which were functionally validated using massively parallel reporter assays. Cancer cells engaged DMCs linked to neoplasia-enabling processes operative in normal cells while also activating new DMCs only seen in the neoplastic state. This integrative approach identifies cell-type-specific cis-regulatory combinatorial DNA motifs in diverse normal and diseased human cells and represents a general framework for deciphering cis-regulatory sequence logic in gene regulation. |
format | Online Article Text |
id | pubmed-9894309 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-98943092023-02-02 A cis-regulatory lexicon of DNA motif combinations mediating cell-type-specific gene regulation Donohue, Laura K.H. Guo, Margaret G. Zhao, Yang Jung, Namyoung Bussat, Rose T. Kim, Daniel S. Neela, Poornima H. Kellman, Laura N. Garcia, Omar S. Meyers, Robin M. Altman, Russ B. Khavari, Paul A. Cell Genom Resource Gene expression is controlled by transcription factors (TFs) that bind cognate DNA motif sequences in cis-regulatory elements (CREs). The combinations of DNA motifs acting within homeostasis and disease, however, are unclear. Gene expression, chromatin accessibility, TF footprinting, and H3K27ac-dependent DNA looping data were generated and a random-forest-based model was applied to identify 7,531 cell-type-specific cis-regulatory modules (CRMs) across 15 diploid human cell types. A co-enrichment framework within CRMs nominated 838 cell-type-specific, recurrent heterotypic DNA motif combinations (DMCs), which were functionally validated using massively parallel reporter assays. Cancer cells engaged DMCs linked to neoplasia-enabling processes operative in normal cells while also activating new DMCs only seen in the neoplastic state. This integrative approach identifies cell-type-specific cis-regulatory combinatorial DNA motifs in diverse normal and diseased human cells and represents a general framework for deciphering cis-regulatory sequence logic in gene regulation. Elsevier 2022-10-05 /pmc/articles/PMC9894309/ /pubmed/36742369 http://dx.doi.org/10.1016/j.xgen.2022.100191 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Resource Donohue, Laura K.H. Guo, Margaret G. Zhao, Yang Jung, Namyoung Bussat, Rose T. Kim, Daniel S. Neela, Poornima H. Kellman, Laura N. Garcia, Omar S. Meyers, Robin M. Altman, Russ B. Khavari, Paul A. A cis-regulatory lexicon of DNA motif combinations mediating cell-type-specific gene regulation |
title | A cis-regulatory lexicon of DNA motif combinations mediating cell-type-specific gene regulation |
title_full | A cis-regulatory lexicon of DNA motif combinations mediating cell-type-specific gene regulation |
title_fullStr | A cis-regulatory lexicon of DNA motif combinations mediating cell-type-specific gene regulation |
title_full_unstemmed | A cis-regulatory lexicon of DNA motif combinations mediating cell-type-specific gene regulation |
title_short | A cis-regulatory lexicon of DNA motif combinations mediating cell-type-specific gene regulation |
title_sort | cis-regulatory lexicon of dna motif combinations mediating cell-type-specific gene regulation |
topic | Resource |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894309/ https://www.ncbi.nlm.nih.gov/pubmed/36742369 http://dx.doi.org/10.1016/j.xgen.2022.100191 |
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