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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...

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Autores principales: Frenkel, Max, Hujoel, Margaux L.A., Morris, Zachary, Raman, Srivatsan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
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.
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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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