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Hybrid allele-specific ChIP-seq analysis identifies variation in brassinosteroid-responsive transcription factor binding linked to traits in maize
BACKGROUND: Genetic variation in regulatory sequences that alter transcription factor (TF) binding is a major cause of phenotypic diversity. Brassinosteroid is a growth hormone that has major effects on plant phenotypes. Genetic variation in brassinosteroid-responsive cis-elements likely contributes...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10165856/ https://www.ncbi.nlm.nih.gov/pubmed/37158941 http://dx.doi.org/10.1186/s13059-023-02909-w |
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author | Hartwig, Thomas Banf, Michael Prietsch, Gisele Passaia Zhu, Jia-Ying Mora-Ramírez, Isabel Schippers, Jos H. M. Snodgrass, Samantha J. Seetharam, Arun S. Huettel, Bruno Kolkman, Judith M. Yang, Jinliang Engelhorn, Julia Wang, Zhi-Yong |
author_facet | Hartwig, Thomas Banf, Michael Prietsch, Gisele Passaia Zhu, Jia-Ying Mora-Ramírez, Isabel Schippers, Jos H. M. Snodgrass, Samantha J. Seetharam, Arun S. Huettel, Bruno Kolkman, Judith M. Yang, Jinliang Engelhorn, Julia Wang, Zhi-Yong |
author_sort | Hartwig, Thomas |
collection | PubMed |
description | BACKGROUND: Genetic variation in regulatory sequences that alter transcription factor (TF) binding is a major cause of phenotypic diversity. Brassinosteroid is a growth hormone that has major effects on plant phenotypes. Genetic variation in brassinosteroid-responsive cis-elements likely contributes to trait variation. Pinpointing such regulatory variations and quantitative genomic analysis of the variation in TF-target binding, however, remains challenging. How variation in transcriptional targets of signaling pathways such as the brassinosteroid pathway contributes to phenotypic variation is an important question to be investigated with innovative approaches. RESULTS: Here, we use a hybrid allele-specific chromatin binding sequencing (HASCh-seq) approach and identify variations in target binding of the brassinosteroid-responsive TF ZmBZR1 in maize. HASCh-seq in the B73xMo17 F1s identifies thousands of target genes of ZmBZR1. Allele-specific ZmBZR1 binding (ASB) has been observed for 18.3% of target genes and is enriched in promoter and enhancer regions. About a quarter of the ASB sites correlate with sequence variation in BZR1-binding motifs and another quarter correlate with haplotype-specific DNA methylation, suggesting that both genetic and epigenetic variations contribute to the high level of variation in ZmBZR1 occupancy. Comparison with GWAS data shows linkage of hundreds of ASB loci to important yield and disease-related traits. CONCLUSION: Our study provides a robust method for analyzing genome-wide variations of TF occupancy and identifies genetic and epigenetic variations of the brassinosteroid response transcription network in maize. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-023-02909-w. |
format | Online Article Text |
id | pubmed-10165856 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-101658562023-05-09 Hybrid allele-specific ChIP-seq analysis identifies variation in brassinosteroid-responsive transcription factor binding linked to traits in maize Hartwig, Thomas Banf, Michael Prietsch, Gisele Passaia Zhu, Jia-Ying Mora-Ramírez, Isabel Schippers, Jos H. M. Snodgrass, Samantha J. Seetharam, Arun S. Huettel, Bruno Kolkman, Judith M. Yang, Jinliang Engelhorn, Julia Wang, Zhi-Yong Genome Biol Research BACKGROUND: Genetic variation in regulatory sequences that alter transcription factor (TF) binding is a major cause of phenotypic diversity. Brassinosteroid is a growth hormone that has major effects on plant phenotypes. Genetic variation in brassinosteroid-responsive cis-elements likely contributes to trait variation. Pinpointing such regulatory variations and quantitative genomic analysis of the variation in TF-target binding, however, remains challenging. How variation in transcriptional targets of signaling pathways such as the brassinosteroid pathway contributes to phenotypic variation is an important question to be investigated with innovative approaches. RESULTS: Here, we use a hybrid allele-specific chromatin binding sequencing (HASCh-seq) approach and identify variations in target binding of the brassinosteroid-responsive TF ZmBZR1 in maize. HASCh-seq in the B73xMo17 F1s identifies thousands of target genes of ZmBZR1. Allele-specific ZmBZR1 binding (ASB) has been observed for 18.3% of target genes and is enriched in promoter and enhancer regions. About a quarter of the ASB sites correlate with sequence variation in BZR1-binding motifs and another quarter correlate with haplotype-specific DNA methylation, suggesting that both genetic and epigenetic variations contribute to the high level of variation in ZmBZR1 occupancy. Comparison with GWAS data shows linkage of hundreds of ASB loci to important yield and disease-related traits. CONCLUSION: Our study provides a robust method for analyzing genome-wide variations of TF occupancy and identifies genetic and epigenetic variations of the brassinosteroid response transcription network in maize. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-023-02909-w. BioMed Central 2023-05-08 /pmc/articles/PMC10165856/ /pubmed/37158941 http://dx.doi.org/10.1186/s13059-023-02909-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Hartwig, Thomas Banf, Michael Prietsch, Gisele Passaia Zhu, Jia-Ying Mora-Ramírez, Isabel Schippers, Jos H. M. Snodgrass, Samantha J. Seetharam, Arun S. Huettel, Bruno Kolkman, Judith M. Yang, Jinliang Engelhorn, Julia Wang, Zhi-Yong Hybrid allele-specific ChIP-seq analysis identifies variation in brassinosteroid-responsive transcription factor binding linked to traits in maize |
title | Hybrid allele-specific ChIP-seq analysis identifies variation in brassinosteroid-responsive transcription factor binding linked to traits in maize |
title_full | Hybrid allele-specific ChIP-seq analysis identifies variation in brassinosteroid-responsive transcription factor binding linked to traits in maize |
title_fullStr | Hybrid allele-specific ChIP-seq analysis identifies variation in brassinosteroid-responsive transcription factor binding linked to traits in maize |
title_full_unstemmed | Hybrid allele-specific ChIP-seq analysis identifies variation in brassinosteroid-responsive transcription factor binding linked to traits in maize |
title_short | Hybrid allele-specific ChIP-seq analysis identifies variation in brassinosteroid-responsive transcription factor binding linked to traits in maize |
title_sort | hybrid allele-specific chip-seq analysis identifies variation in brassinosteroid-responsive transcription factor binding linked to traits in maize |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10165856/ https://www.ncbi.nlm.nih.gov/pubmed/37158941 http://dx.doi.org/10.1186/s13059-023-02909-w |
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