Simple biochemical features underlie transcriptional activation domain diversity and dynamic, fuzzy binding to Mediator
Abstract
Gene activator proteins comprise distinct DNA-binding and transcriptional activation domains (ADs). Because few ADs have been described, we tested domains tiling all yeast transcription factors for activation in vivo and identified 150 ADs. By mRNA display, we showed that 73% of ADs bound the Med15 subunit of Mediator, and that binding strength was correlated with activation. AD-Mediator interaction in vitro was unaffected by a large excess of free activator protein, pointing to a dynamic mechanism of interaction. Structural modeling showed that ADs interact with Med15 without shape complementarity ('fuzzy' binding). ADs shared no sequence motifs, but mutagenesis revealed biochemical and structural constraints. Finally, a neural network trained on AD sequences accurately predicted ADs in human proteins and in other yeast proteins, including chromosomal proteins and chromatin remodeling complexes. These findings solve the longstanding enigma of AD structure and function and provide a rationale for their role in biology.
Data availability
All data from in vivo activation and in vitro screens are included in tables as source data files. PDB files of structural models of Med15-AD interactions are included in Figure 6-source data 2. All sequencing data have been deposited in GEO, under the accession code GSE173156.
Article and author information
Author details
Funding
National Institutes of Health (R01-DK121366 and R01-AI021144)
- Roger D Kornberg
U.S. Department of Energy (Office of Science Graduate Student Research (SCGSR) program (DE-SC0014664))
- Raphael J L Townshend
National Institutes of Health (F32-GM126704)
- Jordan T Feigerle
National Institutes of Health (R01-GM127359)
- Ron O Dror
U.S. Department of Energy (Scientific Discovery through Advanced Computing (SciDAC) program)
- Ron O Dror
National Science Foundation (Physics Frontiers Center Award (PHY1427654))
- Erez Lieberman-Aiden
Welch Foundation (Q-1866)
- Erez Lieberman-Aiden
U.S. Department of Agriculture (Agriculture and Food Research Initiative Grant (2017-05741))
- Erez Lieberman-Aiden
National Institutes of Health (4D Nucleome Grant (U01HL130010))
- Erez Lieberman-Aiden
National Institutes of Health (Encyclopedia of DNA Elements Mapping Center Award (UM1HG009375))
- Erez Lieberman-Aiden
U.S. Department of Defense (National Defense Science & Engineering Graduate (NDSEG) Fellowship)
- Adrian L Sanborn
The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.
Reviewing Editor
- Alan G Hinnebusch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, United States
Version history
- Received: March 3, 2021
- Accepted: April 25, 2021
- Accepted Manuscript published: April 27, 2021 (version 1)
- Accepted Manuscript updated: April 30, 2021 (version 2)
- Version of Record published: May 20, 2021 (version 3)
Copyright
© 2021, Sanborn et al.
This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.
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