Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa)

Autores
Nguyen, Van Loc; Luu, Hue Nhan; Phan, Thi Hong Nhung; Nguyen, Viet Long; Chu, Duc Ha; Bertero, Hector Daniel; Curti, Ramiro Nestor; McKeown, Peter C.; Spillane, Charles
Año de publicación
2024
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Genotype × environment (GxE) interaction effects are one of the major challenges in identifyingcultivars with stable performance across agri-environments. In this study we analysedGE interactions to identify quinoa (Chenopodium quinoa) cultivars with high and stableyields under different soil moisture regimes, representing control conditions, waterloggingand drought. Waterlogging and drought treatments were artificially induced using normoxia,a combination of hypoxia-normoxia, and 10% PEG (Polyethylene glycol) under hydroponicgrowth conditions, respectively. Both waterlogging and drought conditions significantlyreduced the plant height (PH), number of leaves (NoL) and number of branches (NoB),stem diameter (SD), leaf area (LA) and dry weight (DW) of quinoa genotypes. The genotype,water regime, and genotype by water regime effects all significantly affected the measuredquinoa traits. Based on the additive main effects and multiplicative interaction (AMMI) modelfor DW, the genotypes G18, Puno, Q4, 2-Want, Puno, Real1 x Ruy937 and Titicaca werefound to exhibit tolerance and were stable across water regimes. A second-stage evaluationwas conducted to test genotype × environment interaction effects in crop production field trials,selecting two contrasting seasons based on soil moisture conditions involving a diverseset of genotypes (58 varieties in total). Our results demonstrate significant variations in bothgrowth and yield among the quinoa genotypes across the cropping seasons. The GGE analysisfor grain yield indicate that field conditions matched to G × E under hydroponic experimentalconditions and the cultivars G18, Q1, Q4, NL-3, G28, 42-Test, Atlas and 59-ALCwere classified within a range of high productivity. Our findings provide a basis for understandingthe mechanisms of wide adaptation, while identifying germplasm that enhancesthe water stress tolerance of quinoa cultivars at early growth stages.
Fil: Nguyen, Van Loc. Vietnam National University of Agriculture; Vietnam
Fil: Luu, Hue Nhan. Vietnam National University of Agriculture; Vietnam
Fil: Phan, Thi Hong Nhung. Vietnam National University of Agriculture; Vietnam
Fil: Nguyen, Viet Long. Vietnam National University of Agriculture; Vietnam
Fil: Chu, Duc Ha. Vietnam National University of Agriculture; Vietnam
Fil: Bertero, Hector Daniel. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal. Cátedra de Producción Vegetal; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario. Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura. Universidad de Buenos Aires. Facultad de Agronomía. Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura; Argentina
Fil: Curti, Ramiro Nestor. Universidad Nacional de Salta. Facultad de Ciencias Naturales; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: McKeown, Peter C.. National University Of Ireland Galway.; Irlanda
Fil: Spillane, Charles. National University Of Ireland Galway.; Irlanda
Materia
QUINOA
VIETNAM
GENOTYPE BY ENVIRONMENT INTERACTION
WATERLOGGING
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/247244
Acceder
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oai_identifier_str oai:ri.conicet.gov.ar:11336/247244
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa)Nguyen, Van LocLuu, Hue NhanPhan, Thi Hong NhungNguyen, Viet LongChu, Duc HaBertero, Hector DanielCurti, Ramiro NestorMcKeown, Peter C.Spillane, CharlesQUINOAVIETNAMGENOTYPE BY ENVIRONMENT INTERACTIONWATERLOGGINGhttps://purl.org/becyt/ford/4.1https://purl.org/becyt/ford/4Genotype × environment (GxE) interaction effects are one of the major challenges in identifyingcultivars with stable performance across agri-environments. In this study we analysedGE interactions to identify quinoa (Chenopodium quinoa) cultivars with high and stableyields under different soil moisture regimes, representing control conditions, waterloggingand drought. Waterlogging and drought treatments were artificially induced using normoxia,a combination of hypoxia-normoxia, and 10% PEG (Polyethylene glycol) under hydroponicgrowth conditions, respectively. Both waterlogging and drought conditions significantlyreduced the plant height (PH), number of leaves (NoL) and number of branches (NoB),stem diameter (SD), leaf area (LA) and dry weight (DW) of quinoa genotypes. The genotype,water regime, and genotype by water regime effects all significantly affected the measuredquinoa traits. Based on the additive main effects and multiplicative interaction (AMMI) modelfor DW, the genotypes G18, Puno, Q4, 2-Want, Puno, Real1 x Ruy937 and Titicaca werefound to exhibit tolerance and were stable across water regimes. A second-stage evaluationwas conducted to test genotype × environment interaction effects in crop production field trials,selecting two contrasting seasons based on soil moisture conditions involving a diverseset of genotypes (58 varieties in total). Our results demonstrate significant variations in bothgrowth and yield among the quinoa genotypes across the cropping seasons. The GGE analysisfor grain yield indicate that field conditions matched to G × E under hydroponic experimentalconditions and the cultivars G18, Q1, Q4, NL-3, G28, 42-Test, Atlas and 59-ALCwere classified within a range of high productivity. Our findings provide a basis for understandingthe mechanisms of wide adaptation, while identifying germplasm that enhancesthe water stress tolerance of quinoa cultivars at early growth stages.Fil: Nguyen, Van Loc. Vietnam National University of Agriculture; VietnamFil: Luu, Hue Nhan. Vietnam National University of Agriculture; VietnamFil: Phan, Thi Hong Nhung. Vietnam National University of Agriculture; VietnamFil: Nguyen, Viet Long. Vietnam National University of Agriculture; VietnamFil: Chu, Duc Ha. Vietnam National University of Agriculture; VietnamFil: Bertero, Hector Daniel. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal. Cátedra de Producción Vegetal; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario. Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura. Universidad de Buenos Aires. Facultad de Agronomía. Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura; ArgentinaFil: Curti, Ramiro Nestor. Universidad Nacional de Salta. Facultad de Ciencias Naturales; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: McKeown, Peter C.. National University Of Ireland Galway.; IrlandaFil: Spillane, Charles. National University Of Ireland Galway.; IrlandaPublic Library of Science2024-10info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/247244Nguyen, Van Loc; Luu, Hue Nhan; Phan, Thi Hong Nhung; Nguyen, Viet Long; Chu, Duc Ha; et al.; Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa); Public Library of Science; Plos One; 19; 10; 10-2024; 1-171932-6203CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://dx.plos.org/10.1371/journal.pone.0309777info:eu-repo/semantics/altIdentifier/doi/10.1371/journal.pone.0309777info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-15T15:42:05Zoai:ri.conicet.gov.ar:11336/247244instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-15 15:42:05.545CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa)
title Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa)
spellingShingle Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa)
Nguyen, Van Loc
QUINOA
VIETNAM
GENOTYPE BY ENVIRONMENT INTERACTION
WATERLOGGING
title_short Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa)
title_full Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa)
title_fullStr Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa)
title_full_unstemmed Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa)
title_sort Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa)
dc.creator.none.fl_str_mv Nguyen, Van Loc
Luu, Hue Nhan
Phan, Thi Hong Nhung
Nguyen, Viet Long
Chu, Duc Ha
Bertero, Hector Daniel
Curti, Ramiro Nestor
McKeown, Peter C.
Spillane, Charles
author Nguyen, Van Loc
author_facet Nguyen, Van Loc
Luu, Hue Nhan
Phan, Thi Hong Nhung
Nguyen, Viet Long
Chu, Duc Ha
Bertero, Hector Daniel
Curti, Ramiro Nestor
McKeown, Peter C.
Spillane, Charles
author_role author
author2 Luu, Hue Nhan
Phan, Thi Hong Nhung
Nguyen, Viet Long
Chu, Duc Ha
Bertero, Hector Daniel
Curti, Ramiro Nestor
McKeown, Peter C.
Spillane, Charles
author2_role author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv QUINOA
VIETNAM
GENOTYPE BY ENVIRONMENT INTERACTION
WATERLOGGING
topic QUINOA
VIETNAM
GENOTYPE BY ENVIRONMENT INTERACTION
WATERLOGGING
purl_subject.fl_str_mv https://purl.org/becyt/ford/4.1
https://purl.org/becyt/ford/4
dc.description.none.fl_txt_mv Genotype × environment (GxE) interaction effects are one of the major challenges in identifyingcultivars with stable performance across agri-environments. In this study we analysedGE interactions to identify quinoa (Chenopodium quinoa) cultivars with high and stableyields under different soil moisture regimes, representing control conditions, waterloggingand drought. Waterlogging and drought treatments were artificially induced using normoxia,a combination of hypoxia-normoxia, and 10% PEG (Polyethylene glycol) under hydroponicgrowth conditions, respectively. Both waterlogging and drought conditions significantlyreduced the plant height (PH), number of leaves (NoL) and number of branches (NoB),stem diameter (SD), leaf area (LA) and dry weight (DW) of quinoa genotypes. The genotype,water regime, and genotype by water regime effects all significantly affected the measuredquinoa traits. Based on the additive main effects and multiplicative interaction (AMMI) modelfor DW, the genotypes G18, Puno, Q4, 2-Want, Puno, Real1 x Ruy937 and Titicaca werefound to exhibit tolerance and were stable across water regimes. A second-stage evaluationwas conducted to test genotype × environment interaction effects in crop production field trials,selecting two contrasting seasons based on soil moisture conditions involving a diverseset of genotypes (58 varieties in total). Our results demonstrate significant variations in bothgrowth and yield among the quinoa genotypes across the cropping seasons. The GGE analysisfor grain yield indicate that field conditions matched to G × E under hydroponic experimentalconditions and the cultivars G18, Q1, Q4, NL-3, G28, 42-Test, Atlas and 59-ALCwere classified within a range of high productivity. Our findings provide a basis for understandingthe mechanisms of wide adaptation, while identifying germplasm that enhancesthe water stress tolerance of quinoa cultivars at early growth stages.
Fil: Nguyen, Van Loc. Vietnam National University of Agriculture; Vietnam
Fil: Luu, Hue Nhan. Vietnam National University of Agriculture; Vietnam
Fil: Phan, Thi Hong Nhung. Vietnam National University of Agriculture; Vietnam
Fil: Nguyen, Viet Long. Vietnam National University of Agriculture; Vietnam
Fil: Chu, Duc Ha. Vietnam National University of Agriculture; Vietnam
Fil: Bertero, Hector Daniel. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal. Cátedra de Producción Vegetal; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario. Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura. Universidad de Buenos Aires. Facultad de Agronomía. Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura; Argentina
Fil: Curti, Ramiro Nestor. Universidad Nacional de Salta. Facultad de Ciencias Naturales; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: McKeown, Peter C.. National University Of Ireland Galway.; Irlanda
Fil: Spillane, Charles. National University Of Ireland Galway.; Irlanda
description Genotype × environment (GxE) interaction effects are one of the major challenges in identifyingcultivars with stable performance across agri-environments. In this study we analysedGE interactions to identify quinoa (Chenopodium quinoa) cultivars with high and stableyields under different soil moisture regimes, representing control conditions, waterloggingand drought. Waterlogging and drought treatments were artificially induced using normoxia,a combination of hypoxia-normoxia, and 10% PEG (Polyethylene glycol) under hydroponicgrowth conditions, respectively. Both waterlogging and drought conditions significantlyreduced the plant height (PH), number of leaves (NoL) and number of branches (NoB),stem diameter (SD), leaf area (LA) and dry weight (DW) of quinoa genotypes. The genotype,water regime, and genotype by water regime effects all significantly affected the measuredquinoa traits. Based on the additive main effects and multiplicative interaction (AMMI) modelfor DW, the genotypes G18, Puno, Q4, 2-Want, Puno, Real1 x Ruy937 and Titicaca werefound to exhibit tolerance and were stable across water regimes. A second-stage evaluationwas conducted to test genotype × environment interaction effects in crop production field trials,selecting two contrasting seasons based on soil moisture conditions involving a diverseset of genotypes (58 varieties in total). Our results demonstrate significant variations in bothgrowth and yield among the quinoa genotypes across the cropping seasons. The GGE analysisfor grain yield indicate that field conditions matched to G × E under hydroponic experimentalconditions and the cultivars G18, Q1, Q4, NL-3, G28, 42-Test, Atlas and 59-ALCwere classified within a range of high productivity. Our findings provide a basis for understandingthe mechanisms of wide adaptation, while identifying germplasm that enhancesthe water stress tolerance of quinoa cultivars at early growth stages.
publishDate 2024
dc.date.none.fl_str_mv 2024-10
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/247244
Nguyen, Van Loc; Luu, Hue Nhan; Phan, Thi Hong Nhung; Nguyen, Viet Long; Chu, Duc Ha; et al.; Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa); Public Library of Science; Plos One; 19; 10; 10-2024; 1-17
1932-6203
CONICET Digital
CONICET
url http://hdl.handle.net/11336/247244
identifier_str_mv Nguyen, Van Loc; Luu, Hue Nhan; Phan, Thi Hong Nhung; Nguyen, Viet Long; Chu, Duc Ha; et al.; Genotype by environment interaction across water regimes in relation to cropping season response of quinoa (Chenopodium quinoa); Public Library of Science; Plos One; 19; 10; 10-2024; 1-17
1932-6203
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://dx.plos.org/10.1371/journal.pone.0309777
info:eu-repo/semantics/altIdentifier/doi/10.1371/journal.pone.0309777
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Public Library of Science
publisher.none.fl_str_mv Public Library of Science
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 13.22299

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