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Discovering chromatin dysregulation induced by protein-coding perturbations at scale
Although population-scale databases have expanded to millions of protein-coding variants, insight into variant mechanisms has not kept pace. We present PROD-ATAC, a high-throughput method for discovering the effects of protein-coding variants on chromatin. A pooled library of variants is expressed i...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10541138/ https://www.ncbi.nlm.nih.gov/pubmed/37781603 http://dx.doi.org/10.1101/2023.09.20.555752 |
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author | Frenkel, Max Hujoel, Margaux L.A. Morris, Zachary Raman, Srivatsan |
author_facet | Frenkel, Max Hujoel, Margaux L.A. Morris, Zachary Raman, Srivatsan |
author_sort | Frenkel, Max |
collection | PubMed |
description | Although population-scale databases have expanded to millions of protein-coding variants, insight into variant mechanisms has not kept pace. We present PROD-ATAC, a high-throughput method for discovering the effects of protein-coding variants on chromatin. A pooled library of variants is expressed in a disease-agnostic cell line, and single-cell ATAC resolves each variant’s effect on chromatin. Using PROD-ATAC, we characterized the effects of >100 oncofusions (a class of cancer-causing chimeric proteins) and controls and revealed that pioneer activity is a common feature of fusions spanning an enormous range of fusion frequencies. Further, fusion-induced dysregulation can be context-agnostic as observed mechanisms often overlapped with cancer and cell-type specific prior knowledge. We also showed that gain-of-function pioneering is common among oncofusions. This work provides a global view of fusion-induced chromatin. We uncovered convergent mechanisms among disparate oncofusions and shared modes of dysregulation across different cancers. PROD-ATAC is generalizable to any set of protein-coding variants. |
format | Online Article Text |
id | pubmed-10541138 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-105411382023-10-01 Discovering chromatin dysregulation induced by protein-coding perturbations at scale Frenkel, Max Hujoel, Margaux L.A. Morris, Zachary Raman, Srivatsan bioRxiv Article Although population-scale databases have expanded to millions of protein-coding variants, insight into variant mechanisms has not kept pace. We present PROD-ATAC, a high-throughput method for discovering the effects of protein-coding variants on chromatin. A pooled library of variants is expressed in a disease-agnostic cell line, and single-cell ATAC resolves each variant’s effect on chromatin. Using PROD-ATAC, we characterized the effects of >100 oncofusions (a class of cancer-causing chimeric proteins) and controls and revealed that pioneer activity is a common feature of fusions spanning an enormous range of fusion frequencies. Further, fusion-induced dysregulation can be context-agnostic as observed mechanisms often overlapped with cancer and cell-type specific prior knowledge. We also showed that gain-of-function pioneering is common among oncofusions. This work provides a global view of fusion-induced chromatin. We uncovered convergent mechanisms among disparate oncofusions and shared modes of dysregulation across different cancers. PROD-ATAC is generalizable to any set of protein-coding variants. Cold Spring Harbor Laboratory 2023-09-21 /pmc/articles/PMC10541138/ /pubmed/37781603 http://dx.doi.org/10.1101/2023.09.20.555752 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Frenkel, Max Hujoel, Margaux L.A. Morris, Zachary Raman, Srivatsan Discovering chromatin dysregulation induced by protein-coding perturbations at scale |
title | Discovering chromatin dysregulation induced by protein-coding perturbations at scale |
title_full | Discovering chromatin dysregulation induced by protein-coding perturbations at scale |
title_fullStr | Discovering chromatin dysregulation induced by protein-coding perturbations at scale |
title_full_unstemmed | Discovering chromatin dysregulation induced by protein-coding perturbations at scale |
title_short | Discovering chromatin dysregulation induced by protein-coding perturbations at scale |
title_sort | discovering chromatin dysregulation induced by protein-coding perturbations at scale |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10541138/ https://www.ncbi.nlm.nih.gov/pubmed/37781603 http://dx.doi.org/10.1101/2023.09.20.555752 |
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