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Integrating GWAS and TWAS to elucidate the genetic architecture of maize leaf cuticular conductance
The cuticle, a hydrophobic layer of cutin and waxes synthesized by plant epidermal cells, is the major barrier to water loss when stomata are closed. Dissecting the genetic architecture of natural variation for maize (Zea mays L.) leaf cuticular conductance (g(c)) is important for identifying genes...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9342973/ https://www.ncbi.nlm.nih.gov/pubmed/35512195 http://dx.doi.org/10.1093/plphys/kiac198 |
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author | Lin, Meng Qiao, Pengfei Matschi, Susanne Vasquez, Miguel Ramstein, Guillaume P Bourgault, Richard Mohammadi, Marc Scanlon, Michael J Molina, Isabel Smith, Laurie G Gore, Michael A |
author_facet | Lin, Meng Qiao, Pengfei Matschi, Susanne Vasquez, Miguel Ramstein, Guillaume P Bourgault, Richard Mohammadi, Marc Scanlon, Michael J Molina, Isabel Smith, Laurie G Gore, Michael A |
author_sort | Lin, Meng |
collection | PubMed |
description | The cuticle, a hydrophobic layer of cutin and waxes synthesized by plant epidermal cells, is the major barrier to water loss when stomata are closed. Dissecting the genetic architecture of natural variation for maize (Zea mays L.) leaf cuticular conductance (g(c)) is important for identifying genes relevant to improving crop productivity in drought-prone environments. To this end, we performed an integrated genome- and transcriptome-wide association studies (GWAS and TWAS) to identify candidate genes putatively regulating variation in leaf g(c). Of the 22 plausible candidate genes identified, 4 were predicted to be involved in cuticle precursor biosynthesis and export, 2 in cell wall modification, 9 in intracellular membrane trafficking, and 7 in the regulation of cuticle development. A gene encoding an INCREASED SALT TOLERANCE1-LIKE1 (ISTL1) protein putatively involved in intracellular protein and membrane trafficking was identified in GWAS and TWAS as the strongest candidate causal gene. A set of maize nested near-isogenic lines that harbor the ISTL1 genomic region from eight donor parents were evaluated for g(c), confirming the association between g(c) and ISTL1 in a haplotype-based association analysis. The findings of this study provide insights into the role of regulatory variation in the development of the maize leaf cuticle and will ultimately assist breeders to develop drought-tolerant maize for target environments. |
format | Online Article Text |
id | pubmed-9342973 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-93429732022-08-02 Integrating GWAS and TWAS to elucidate the genetic architecture of maize leaf cuticular conductance Lin, Meng Qiao, Pengfei Matschi, Susanne Vasquez, Miguel Ramstein, Guillaume P Bourgault, Richard Mohammadi, Marc Scanlon, Michael J Molina, Isabel Smith, Laurie G Gore, Michael A Plant Physiol Research Articles The cuticle, a hydrophobic layer of cutin and waxes synthesized by plant epidermal cells, is the major barrier to water loss when stomata are closed. Dissecting the genetic architecture of natural variation for maize (Zea mays L.) leaf cuticular conductance (g(c)) is important for identifying genes relevant to improving crop productivity in drought-prone environments. To this end, we performed an integrated genome- and transcriptome-wide association studies (GWAS and TWAS) to identify candidate genes putatively regulating variation in leaf g(c). Of the 22 plausible candidate genes identified, 4 were predicted to be involved in cuticle precursor biosynthesis and export, 2 in cell wall modification, 9 in intracellular membrane trafficking, and 7 in the regulation of cuticle development. A gene encoding an INCREASED SALT TOLERANCE1-LIKE1 (ISTL1) protein putatively involved in intracellular protein and membrane trafficking was identified in GWAS and TWAS as the strongest candidate causal gene. A set of maize nested near-isogenic lines that harbor the ISTL1 genomic region from eight donor parents were evaluated for g(c), confirming the association between g(c) and ISTL1 in a haplotype-based association analysis. The findings of this study provide insights into the role of regulatory variation in the development of the maize leaf cuticle and will ultimately assist breeders to develop drought-tolerant maize for target environments. Oxford University Press 2022-05-04 /pmc/articles/PMC9342973/ /pubmed/35512195 http://dx.doi.org/10.1093/plphys/kiac198 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of American Society of Plant Biologists. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Research Articles Lin, Meng Qiao, Pengfei Matschi, Susanne Vasquez, Miguel Ramstein, Guillaume P Bourgault, Richard Mohammadi, Marc Scanlon, Michael J Molina, Isabel Smith, Laurie G Gore, Michael A Integrating GWAS and TWAS to elucidate the genetic architecture of maize leaf cuticular conductance |
title | Integrating GWAS and TWAS to elucidate the genetic architecture of maize leaf cuticular conductance |
title_full | Integrating GWAS and TWAS to elucidate the genetic architecture of maize leaf cuticular conductance |
title_fullStr | Integrating GWAS and TWAS to elucidate the genetic architecture of maize leaf cuticular conductance |
title_full_unstemmed | Integrating GWAS and TWAS to elucidate the genetic architecture of maize leaf cuticular conductance |
title_short | Integrating GWAS and TWAS to elucidate the genetic architecture of maize leaf cuticular conductance |
title_sort | integrating gwas and twas to elucidate the genetic architecture of maize leaf cuticular conductance |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9342973/ https://www.ncbi.nlm.nih.gov/pubmed/35512195 http://dx.doi.org/10.1093/plphys/kiac198 |
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