2023
DOI: 10.3389/fpls.2023.1077631
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Genome-wide association study of agronomical and root-related traits in spring barley collection grown under field conditions

Abstract: The root system is a key component for plant survival and productivity. In particular, under stress conditions, developing plants with a better root architecture can ensure productivity. The objectives of this study were to investigate the phenotypic variation of selected root- and yield-related traits in a diverse panel of spring barley genotypes. By performing a genome-wide association study (GWAS), we identified several associations underlying the variations occurring in root- and yield-related traits in re… Show more

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Cited by 6 publications
(5 citation statements)
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References 139 publications
(177 reference statements)
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“…While the literature touching on drought in barley is extensive (over 600 articles in PubMed), there has been a paucity of studies examining germplasm sets (10s or 100s of lines), rather than pairs of lines, with precision phenotyping such as is possible on the PlantArray platform. GWA, quantitative trait (QTL), and genomic prediction (GP) studies for yield and biomass or their components in pot- or field-grown barley populations under drought ( Moualeu-Ngangué et al., 2020 ; Li et al., 2022 ; Ogrodowicz et al., 2023 ; Abdelghany et al., 2024 ), or on traits connected to drought tolerance or yield ( Honsdorf et al., 2014 ; Dhanagond et al., 2019 ; Luo et al., 2020 ; Fusi et al., 2022 ; Puglisi et al., 2022 ) are more extensive, however. We anticipate that current collaborative work applying nested association-mapping populations, field and precision phenotyping, ideotyping, crop modeling, GWA, and multi-omic approaches will allow us to integrate the results reported here, based on the aforementioned background, into a practical framework for breeding improved drought tolerance and resilience into barley and other crops.…”
Section: Discussionmentioning
confidence: 99%
“…While the literature touching on drought in barley is extensive (over 600 articles in PubMed), there has been a paucity of studies examining germplasm sets (10s or 100s of lines), rather than pairs of lines, with precision phenotyping such as is possible on the PlantArray platform. GWA, quantitative trait (QTL), and genomic prediction (GP) studies for yield and biomass or their components in pot- or field-grown barley populations under drought ( Moualeu-Ngangué et al., 2020 ; Li et al., 2022 ; Ogrodowicz et al., 2023 ; Abdelghany et al., 2024 ), or on traits connected to drought tolerance or yield ( Honsdorf et al., 2014 ; Dhanagond et al., 2019 ; Luo et al., 2020 ; Fusi et al., 2022 ; Puglisi et al., 2022 ) are more extensive, however. We anticipate that current collaborative work applying nested association-mapping populations, field and precision phenotyping, ideotyping, crop modeling, GWA, and multi-omic approaches will allow us to integrate the results reported here, based on the aforementioned background, into a practical framework for breeding improved drought tolerance and resilience into barley and other crops.…”
Section: Discussionmentioning
confidence: 99%
“…S. Grando and S. Ceccarelli of ICARDA in Aleppo. The two cultivars were selected because they have different phenology and are adapted to different environments (Lubuski, a late-heading cultivar grown in Poland; CamB, an early-heading line adapted to dry conditions) [ 36 , 38 ].…”
Section: Methodsmentioning
confidence: 99%
“…In this study, two barley genotypes were used -Lubuski is an old Polish cultivar derived from a Heines-Haisa/Skrzeszowicki hybrid and Cam/B1/CI08887//CI05761 (hereafter referred as CamB) is the Syrian breeding line supplied to Dr. A. Górny (IPG PAS) by Drs S. Grando and S. Ceccarelli from ICARDA in Aleppo. The two cultivars were selected as they show different phenology and are adapted to contrasting environments (Lubuski, late-heading, Poland-grown cultivar; CamB, earlyheading, adapted to arid condition) [36,38].…”
Section: Plant Materials and Growth Conditionsmentioning
confidence: 99%