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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
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.
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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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