The native cistrome and sequence motif families of the maize ear.

Elucidating the transcriptional regulatory networks that underlie growth and development requires robust ways to define the complete set of transcription factor (TF) binding sites. Although TF-binding sites are known to be generally located within accessible chromatin regions (ACRs), pinpointing the...

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Main Authors: Savannah D Savadel, Thomas Hartwig, Zachary M Turpin, Daniel L Vera, Pei-Yau Lung, Xin Sui, Max Blank, Wolf B Frommer, Jonathan H Dennis, Jinfeng Zhang, Hank W Bass
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-08-01
Series:PLoS Genetics
Online Access:https://doi.org/10.1371/journal.pgen.1009689
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spelling doaj-dfb1b2d7383146d09957a58381b2dbe12021-08-17T04:30:16ZengPublic Library of Science (PLoS)PLoS Genetics1553-73901553-74042021-08-01178e100968910.1371/journal.pgen.1009689The native cistrome and sequence motif families of the maize ear.Savannah D SavadelThomas HartwigZachary M TurpinDaniel L VeraPei-Yau LungXin SuiMax BlankWolf B FrommerJonathan H DennisJinfeng ZhangHank W BassElucidating the transcriptional regulatory networks that underlie growth and development requires robust ways to define the complete set of transcription factor (TF) binding sites. Although TF-binding sites are known to be generally located within accessible chromatin regions (ACRs), pinpointing these DNA regulatory elements globally remains challenging. Current approaches primarily identify binding sites for a single TF (e.g. ChIP-seq), or globally detect ACRs but lack the resolution to consistently define TF-binding sites (e.g. DNAse-seq, ATAC-seq). To address this challenge, we developed MNase-defined cistrome-Occupancy Analysis (MOA-seq), a high-resolution (< 30 bp), high-throughput, and genome-wide strategy to globally identify putative TF-binding sites within ACRs. We used MOA-seq on developing maize ears as a proof of concept, able to define a cistrome of 145,000 MOA footprints (MFs). While a substantial majority (76%) of the known ATAC-seq ACRs intersected with the MFs, only a minority of MFs overlapped with the ATAC peaks, indicating that the majority of MFs were novel and not detected by ATAC-seq. MFs were associated with promoters and significantly enriched for TF-binding and long-range chromatin interaction sites, including for the well-characterized FASCIATED EAR4, KNOTTED1, and TEOSINTE BRANCHED1. Importantly, the MOA-seq strategy improved the spatial resolution of TF-binding prediction and allowed us to identify 215 motif families collectively distributed over more than 100,000 non-overlapping, putatively-occupied binding sites across the genome. Our study presents a simple, efficient, and high-resolution approach to identify putative TF footprints and binding motifs genome-wide, to ultimately define a native cistrome atlas.https://doi.org/10.1371/journal.pgen.1009689
collection DOAJ
language English
format Article
sources DOAJ
author Savannah D Savadel
Thomas Hartwig
Zachary M Turpin
Daniel L Vera
Pei-Yau Lung
Xin Sui
Max Blank
Wolf B Frommer
Jonathan H Dennis
Jinfeng Zhang
Hank W Bass
spellingShingle Savannah D Savadel
Thomas Hartwig
Zachary M Turpin
Daniel L Vera
Pei-Yau Lung
Xin Sui
Max Blank
Wolf B Frommer
Jonathan H Dennis
Jinfeng Zhang
Hank W Bass
The native cistrome and sequence motif families of the maize ear.
PLoS Genetics
author_facet Savannah D Savadel
Thomas Hartwig
Zachary M Turpin
Daniel L Vera
Pei-Yau Lung
Xin Sui
Max Blank
Wolf B Frommer
Jonathan H Dennis
Jinfeng Zhang
Hank W Bass
author_sort Savannah D Savadel
title The native cistrome and sequence motif families of the maize ear.
title_short The native cistrome and sequence motif families of the maize ear.
title_full The native cistrome and sequence motif families of the maize ear.
title_fullStr The native cistrome and sequence motif families of the maize ear.
title_full_unstemmed The native cistrome and sequence motif families of the maize ear.
title_sort native cistrome and sequence motif families of the maize ear.
publisher Public Library of Science (PLoS)
series PLoS Genetics
issn 1553-7390
1553-7404
publishDate 2021-08-01
description Elucidating the transcriptional regulatory networks that underlie growth and development requires robust ways to define the complete set of transcription factor (TF) binding sites. Although TF-binding sites are known to be generally located within accessible chromatin regions (ACRs), pinpointing these DNA regulatory elements globally remains challenging. Current approaches primarily identify binding sites for a single TF (e.g. ChIP-seq), or globally detect ACRs but lack the resolution to consistently define TF-binding sites (e.g. DNAse-seq, ATAC-seq). To address this challenge, we developed MNase-defined cistrome-Occupancy Analysis (MOA-seq), a high-resolution (< 30 bp), high-throughput, and genome-wide strategy to globally identify putative TF-binding sites within ACRs. We used MOA-seq on developing maize ears as a proof of concept, able to define a cistrome of 145,000 MOA footprints (MFs). While a substantial majority (76%) of the known ATAC-seq ACRs intersected with the MFs, only a minority of MFs overlapped with the ATAC peaks, indicating that the majority of MFs were novel and not detected by ATAC-seq. MFs were associated with promoters and significantly enriched for TF-binding and long-range chromatin interaction sites, including for the well-characterized FASCIATED EAR4, KNOTTED1, and TEOSINTE BRANCHED1. Importantly, the MOA-seq strategy improved the spatial resolution of TF-binding prediction and allowed us to identify 215 motif families collectively distributed over more than 100,000 non-overlapping, putatively-occupied binding sites across the genome. Our study presents a simple, efficient, and high-resolution approach to identify putative TF footprints and binding motifs genome-wide, to ultimately define a native cistrome atlas.
url https://doi.org/10.1371/journal.pgen.1009689
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