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Co-occupancy identifies transcription factor co-operation for axon growth
Transcription factors (TFs) act as powerful levers to regulate neural physiology and can be targeted to improve cellular responses to injury or disease. Because TFs often depend on cooperative activity, a major challenge is to identify and deploy optimal sets. Here we developed a bioinformatics pipe...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8099911/ https://www.ncbi.nlm.nih.gov/pubmed/33953205 http://dx.doi.org/10.1038/s41467-021-22828-3 |
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author | Venkatesh, Ishwariya Mehra, Vatsal Wang, Zimei Simpson, Matthew T. Eastwood, Erik Chakraborty, Advaita Beine, Zac Gross, Derek Cabahug, Michael Olson, Greta Blackmore, Murray G. |
author_facet | Venkatesh, Ishwariya Mehra, Vatsal Wang, Zimei Simpson, Matthew T. Eastwood, Erik Chakraborty, Advaita Beine, Zac Gross, Derek Cabahug, Michael Olson, Greta Blackmore, Murray G. |
author_sort | Venkatesh, Ishwariya |
collection | PubMed |
description | Transcription factors (TFs) act as powerful levers to regulate neural physiology and can be targeted to improve cellular responses to injury or disease. Because TFs often depend on cooperative activity, a major challenge is to identify and deploy optimal sets. Here we developed a bioinformatics pipeline, centered on TF co-occupancy of regulatory DNA, and used it to predict factors that potentiate the effects of pro-regenerative Klf6 in vitro. High content screens of neurite outgrowth identified cooperative activity by 12 candidates, and systematic testing in a mouse model of corticospinal tract (CST) damage substantiated three novel instances of pairwise cooperation. Combined Klf6 and Nr5a2 drove the strongest growth, and transcriptional profiling of CST neurons identified Klf6/Nr5a2-responsive gene networks involved in macromolecule biosynthesis and DNA repair. These data identify TF combinations that promote enhanced CST growth, clarify the transcriptional correlates, and provide a bioinformatics approach to detect TF cooperation. |
format | Online Article Text |
id | pubmed-8099911 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80999112021-05-11 Co-occupancy identifies transcription factor co-operation for axon growth Venkatesh, Ishwariya Mehra, Vatsal Wang, Zimei Simpson, Matthew T. Eastwood, Erik Chakraborty, Advaita Beine, Zac Gross, Derek Cabahug, Michael Olson, Greta Blackmore, Murray G. Nat Commun Article Transcription factors (TFs) act as powerful levers to regulate neural physiology and can be targeted to improve cellular responses to injury or disease. Because TFs often depend on cooperative activity, a major challenge is to identify and deploy optimal sets. Here we developed a bioinformatics pipeline, centered on TF co-occupancy of regulatory DNA, and used it to predict factors that potentiate the effects of pro-regenerative Klf6 in vitro. High content screens of neurite outgrowth identified cooperative activity by 12 candidates, and systematic testing in a mouse model of corticospinal tract (CST) damage substantiated three novel instances of pairwise cooperation. Combined Klf6 and Nr5a2 drove the strongest growth, and transcriptional profiling of CST neurons identified Klf6/Nr5a2-responsive gene networks involved in macromolecule biosynthesis and DNA repair. These data identify TF combinations that promote enhanced CST growth, clarify the transcriptional correlates, and provide a bioinformatics approach to detect TF cooperation. Nature Publishing Group UK 2021-05-05 /pmc/articles/PMC8099911/ /pubmed/33953205 http://dx.doi.org/10.1038/s41467-021-22828-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Venkatesh, Ishwariya Mehra, Vatsal Wang, Zimei Simpson, Matthew T. Eastwood, Erik Chakraborty, Advaita Beine, Zac Gross, Derek Cabahug, Michael Olson, Greta Blackmore, Murray G. Co-occupancy identifies transcription factor co-operation for axon growth |
title | Co-occupancy identifies transcription factor co-operation for axon growth |
title_full | Co-occupancy identifies transcription factor co-operation for axon growth |
title_fullStr | Co-occupancy identifies transcription factor co-operation for axon growth |
title_full_unstemmed | Co-occupancy identifies transcription factor co-operation for axon growth |
title_short | Co-occupancy identifies transcription factor co-operation for axon growth |
title_sort | co-occupancy identifies transcription factor co-operation for axon growth |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8099911/ https://www.ncbi.nlm.nih.gov/pubmed/33953205 http://dx.doi.org/10.1038/s41467-021-22828-3 |
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