Cargando…

An Integrated Model of Transcription Factor Diffusion Shows the Importance of Intersegmental Transfer and Quaternary Protein Structure for Target Site Finding

We present a computational model of transcription factor motion that explains both the observed rapid target finding of transcription factors, and how this motion influences protein and genome structure. Using the Smoldyn software, we modelled transcription factor motion arising from a combination o...

Descripción completa

Detalles Bibliográficos
Autores principales: Schmidt, Hugo G., Sewitz, Sven, Andrews, Steven S., Lipkow, Karen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4204827/
https://www.ncbi.nlm.nih.gov/pubmed/25333780
http://dx.doi.org/10.1371/journal.pone.0108575
_version_ 1782340607429050368
author Schmidt, Hugo G.
Sewitz, Sven
Andrews, Steven S.
Lipkow, Karen
author_facet Schmidt, Hugo G.
Sewitz, Sven
Andrews, Steven S.
Lipkow, Karen
author_sort Schmidt, Hugo G.
collection PubMed
description We present a computational model of transcription factor motion that explains both the observed rapid target finding of transcription factors, and how this motion influences protein and genome structure. Using the Smoldyn software, we modelled transcription factor motion arising from a combination of unrestricted 3D diffusion in the nucleoplasm, sliding along the DNA filament, and transferring directly between filament sections by intersegmental transfer. This presents a fine-grain picture of the way in which transcription factors find their targets two orders of magnitude faster than 3D diffusion alone allows. Eukaryotic genomes contain sections of nucleosome free regions (NFRs) around the promoters; our model shows that the presence and size of these NFRs can be explained as their acting as antennas on which transcription factors slide to reach their targets. Additionally, our model shows that intersegmental transfer may have shaped the quaternary structure of transcription factors: sequence specific DNA binding proteins are unusually enriched in dimers and tetramers, perhaps because these allow intersegmental transfer, which accelerates target site finding. Finally, our model shows that a ‘hopping’ motion can emerge from 3D diffusion on small scales. This explains the apparently long sliding lengths that have been observed for some DNA binding proteins observed in vitro. Together, these results suggest that transcription factor diffusion dynamics help drive the evolution of protein and genome structure.
format Online
Article
Text
id pubmed-4204827
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-42048272014-10-27 An Integrated Model of Transcription Factor Diffusion Shows the Importance of Intersegmental Transfer and Quaternary Protein Structure for Target Site Finding Schmidt, Hugo G. Sewitz, Sven Andrews, Steven S. Lipkow, Karen PLoS One Research Article We present a computational model of transcription factor motion that explains both the observed rapid target finding of transcription factors, and how this motion influences protein and genome structure. Using the Smoldyn software, we modelled transcription factor motion arising from a combination of unrestricted 3D diffusion in the nucleoplasm, sliding along the DNA filament, and transferring directly between filament sections by intersegmental transfer. This presents a fine-grain picture of the way in which transcription factors find their targets two orders of magnitude faster than 3D diffusion alone allows. Eukaryotic genomes contain sections of nucleosome free regions (NFRs) around the promoters; our model shows that the presence and size of these NFRs can be explained as their acting as antennas on which transcription factors slide to reach their targets. Additionally, our model shows that intersegmental transfer may have shaped the quaternary structure of transcription factors: sequence specific DNA binding proteins are unusually enriched in dimers and tetramers, perhaps because these allow intersegmental transfer, which accelerates target site finding. Finally, our model shows that a ‘hopping’ motion can emerge from 3D diffusion on small scales. This explains the apparently long sliding lengths that have been observed for some DNA binding proteins observed in vitro. Together, these results suggest that transcription factor diffusion dynamics help drive the evolution of protein and genome structure. Public Library of Science 2014-10-21 /pmc/articles/PMC4204827/ /pubmed/25333780 http://dx.doi.org/10.1371/journal.pone.0108575 Text en © 2014 Schmidt et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Schmidt, Hugo G.
Sewitz, Sven
Andrews, Steven S.
Lipkow, Karen
An Integrated Model of Transcription Factor Diffusion Shows the Importance of Intersegmental Transfer and Quaternary Protein Structure for Target Site Finding
title An Integrated Model of Transcription Factor Diffusion Shows the Importance of Intersegmental Transfer and Quaternary Protein Structure for Target Site Finding
title_full An Integrated Model of Transcription Factor Diffusion Shows the Importance of Intersegmental Transfer and Quaternary Protein Structure for Target Site Finding
title_fullStr An Integrated Model of Transcription Factor Diffusion Shows the Importance of Intersegmental Transfer and Quaternary Protein Structure for Target Site Finding
title_full_unstemmed An Integrated Model of Transcription Factor Diffusion Shows the Importance of Intersegmental Transfer and Quaternary Protein Structure for Target Site Finding
title_short An Integrated Model of Transcription Factor Diffusion Shows the Importance of Intersegmental Transfer and Quaternary Protein Structure for Target Site Finding
title_sort integrated model of transcription factor diffusion shows the importance of intersegmental transfer and quaternary protein structure for target site finding
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4204827/
https://www.ncbi.nlm.nih.gov/pubmed/25333780
http://dx.doi.org/10.1371/journal.pone.0108575
work_keys_str_mv AT schmidthugog anintegratedmodeloftranscriptionfactordiffusionshowstheimportanceofintersegmentaltransferandquaternaryproteinstructurefortargetsitefinding
AT sewitzsven anintegratedmodeloftranscriptionfactordiffusionshowstheimportanceofintersegmentaltransferandquaternaryproteinstructurefortargetsitefinding
AT andrewsstevens anintegratedmodeloftranscriptionfactordiffusionshowstheimportanceofintersegmentaltransferandquaternaryproteinstructurefortargetsitefinding
AT lipkowkaren anintegratedmodeloftranscriptionfactordiffusionshowstheimportanceofintersegmentaltransferandquaternaryproteinstructurefortargetsitefinding
AT schmidthugog integratedmodeloftranscriptionfactordiffusionshowstheimportanceofintersegmentaltransferandquaternaryproteinstructurefortargetsitefinding
AT sewitzsven integratedmodeloftranscriptionfactordiffusionshowstheimportanceofintersegmentaltransferandquaternaryproteinstructurefortargetsitefinding
AT andrewsstevens integratedmodeloftranscriptionfactordiffusionshowstheimportanceofintersegmentaltransferandquaternaryproteinstructurefortargetsitefinding
AT lipkowkaren integratedmodeloftranscriptionfactordiffusionshowstheimportanceofintersegmentaltransferandquaternaryproteinstructurefortargetsitefinding