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Selection strategies to introgress water deficit tolerance derived from Solanum galapagense accession LA1141 into cultivated tomato
Crop wild relatives have been used as a source of genetic diversity for over one hundred years. The wild tomato relative Solanum galapagense accession LA1141 demonstrates the ability to tolerate deficit irrigation, making it a potential resource for crop improvement. Accessing traits from LA1141 thr...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366722/ https://www.ncbi.nlm.nih.gov/pubmed/35968091 http://dx.doi.org/10.3389/fpls.2022.947538 |
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author | Fenstemaker, Sean Cho, Jin McCoy, Jack E. Mercer, Kristin L. Francis, David M. |
author_facet | Fenstemaker, Sean Cho, Jin McCoy, Jack E. Mercer, Kristin L. Francis, David M. |
author_sort | Fenstemaker, Sean |
collection | PubMed |
description | Crop wild relatives have been used as a source of genetic diversity for over one hundred years. The wild tomato relative Solanum galapagense accession LA1141 demonstrates the ability to tolerate deficit irrigation, making it a potential resource for crop improvement. Accessing traits from LA1141 through introgression may improve the response of cultivated tomatoes grown in water-limited environments. Canopy temperature is a proxy for physiological traits which are challenging to measure efficiently and may be related to water deficit tolerance. We optimized phenotypic evaluation based on variance partitioning and further show that objective phenotyping methods coupled with genomic prediction lead to gain under selection for water deficit tolerance. The objectives of this work were to improve phenotyping workflows for measuring canopy temperature, mapping quantitative trait loci (QTLs) from LA1141 that contribute to water deficit tolerance and comparing selection strategies. The phenotypic variance attributed to genetic causes for canopy temperature was higher when estimated from thermal images relative to estimates based on an infrared thermometer. Composite interval mapping using BC(2)S(3) families, genotyped with single nucleotide polymorphisms, suggested that accession LA1141 contributed alleles that lower canopy temperature and increase plant turgor under water deficit. QTLs for lower canopy temperature were mapped to chromosomes 1 and 6 and explained between 6.6 and 9.5% of the total phenotypic variance. QTLs for higher leaf turgor were detected on chromosomes 5 and 7 and explained between 6.8 and 9.1% of the variance. We advanced tolerant BC(2)S(3) families to the BC(2)S(5) generation using selection indices based on phenotypic values and genomic estimated breeding values (GEBVs). Phenotypic, genomic, and combined selection strategies demonstrated gain under selection and improved performance compared to randomly advanced BC(2)S(5) progenies. Leaf turgor, canopy temperature, stomatal conductance, and vapor pressure deficit (VPD) were evaluated and compared in BC(2)S(5) progenies grown under deficit irrigation. Progenies co-selected for phenotypic values and GEBVs wilted less, had significantly lower canopy temperature, higher stomatal conductance, and lower VPD than randomly advanced lines. The fruit size of water deficit tolerant selections was small compared to the recurrent parent. However, lines with acceptable yield, canopy width, and quality parameters were recovered. These results suggest that we can create selection indices to improve water deficit tolerance in a recurrent parent background, and additional crossing and evaluation are warranted. |
format | Online Article Text |
id | pubmed-9366722 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93667222022-08-12 Selection strategies to introgress water deficit tolerance derived from Solanum galapagense accession LA1141 into cultivated tomato Fenstemaker, Sean Cho, Jin McCoy, Jack E. Mercer, Kristin L. Francis, David M. Front Plant Sci Plant Science Crop wild relatives have been used as a source of genetic diversity for over one hundred years. The wild tomato relative Solanum galapagense accession LA1141 demonstrates the ability to tolerate deficit irrigation, making it a potential resource for crop improvement. Accessing traits from LA1141 through introgression may improve the response of cultivated tomatoes grown in water-limited environments. Canopy temperature is a proxy for physiological traits which are challenging to measure efficiently and may be related to water deficit tolerance. We optimized phenotypic evaluation based on variance partitioning and further show that objective phenotyping methods coupled with genomic prediction lead to gain under selection for water deficit tolerance. The objectives of this work were to improve phenotyping workflows for measuring canopy temperature, mapping quantitative trait loci (QTLs) from LA1141 that contribute to water deficit tolerance and comparing selection strategies. The phenotypic variance attributed to genetic causes for canopy temperature was higher when estimated from thermal images relative to estimates based on an infrared thermometer. Composite interval mapping using BC(2)S(3) families, genotyped with single nucleotide polymorphisms, suggested that accession LA1141 contributed alleles that lower canopy temperature and increase plant turgor under water deficit. QTLs for lower canopy temperature were mapped to chromosomes 1 and 6 and explained between 6.6 and 9.5% of the total phenotypic variance. QTLs for higher leaf turgor were detected on chromosomes 5 and 7 and explained between 6.8 and 9.1% of the variance. We advanced tolerant BC(2)S(3) families to the BC(2)S(5) generation using selection indices based on phenotypic values and genomic estimated breeding values (GEBVs). Phenotypic, genomic, and combined selection strategies demonstrated gain under selection and improved performance compared to randomly advanced BC(2)S(5) progenies. Leaf turgor, canopy temperature, stomatal conductance, and vapor pressure deficit (VPD) were evaluated and compared in BC(2)S(5) progenies grown under deficit irrigation. Progenies co-selected for phenotypic values and GEBVs wilted less, had significantly lower canopy temperature, higher stomatal conductance, and lower VPD than randomly advanced lines. The fruit size of water deficit tolerant selections was small compared to the recurrent parent. However, lines with acceptable yield, canopy width, and quality parameters were recovered. These results suggest that we can create selection indices to improve water deficit tolerance in a recurrent parent background, and additional crossing and evaluation are warranted. Frontiers Media S.A. 2022-07-28 /pmc/articles/PMC9366722/ /pubmed/35968091 http://dx.doi.org/10.3389/fpls.2022.947538 Text en Copyright © 2022 Fenstemaker, Cho, McCoy, Mercer and Francis. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Fenstemaker, Sean Cho, Jin McCoy, Jack E. Mercer, Kristin L. Francis, David M. Selection strategies to introgress water deficit tolerance derived from Solanum galapagense accession LA1141 into cultivated tomato |
title | Selection strategies to introgress water deficit tolerance derived from Solanum galapagense accession LA1141 into cultivated tomato |
title_full | Selection strategies to introgress water deficit tolerance derived from Solanum galapagense accession LA1141 into cultivated tomato |
title_fullStr | Selection strategies to introgress water deficit tolerance derived from Solanum galapagense accession LA1141 into cultivated tomato |
title_full_unstemmed | Selection strategies to introgress water deficit tolerance derived from Solanum galapagense accession LA1141 into cultivated tomato |
title_short | Selection strategies to introgress water deficit tolerance derived from Solanum galapagense accession LA1141 into cultivated tomato |
title_sort | selection strategies to introgress water deficit tolerance derived from solanum galapagense accession la1141 into cultivated tomato |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366722/ https://www.ncbi.nlm.nih.gov/pubmed/35968091 http://dx.doi.org/10.3389/fpls.2022.947538 |
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