Heterosis × environment interaction in maize: What drives heterosis for grain yield?

Autores
Munaro, E. M.; Eyherabide, G. H.; D'andrea, Karina Elizabeth; Cirilo, A. G.; Otegui, Maria Elena
Año de publicación
2011
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Variation in mean heterosis in maize over a range of environments can be expected when hybrids and inbred lines respond differently to environmental stimuli however, the magnitude and nature of heterosis x environment (H x E) interaction has not been adequately described. The objectives of this work were (i) to determine the effects of environmental variability on the expression of grain yield and ecophysiological traits in a set of six inbred lines and their derived hybrids grown in 14 environments (year x nitrogen x water regime combinations) and (ii) to what extent H x E interactions are of general importance for the expression of heterosis for these traits. Field experiments were conducted at Pergamino, Argentina during 2002-2003, 2003-2004, 2004-2005, 2006-2007 and 2008-2009 growing seasons. The variability among experiments was manipulated by applying supplemental irrigation or dry land farming and two nitrogen levels. Main physiological and quantitative determinants of grain yield were measured and mid parent heterosis (MPH) computed for each trait. Genotype x environment interaction was investigated using the joint regression.  For plant grain yield (PGY), hybrids had a significant but moderate association between environmental sensitivity and mean genotype value, whereas inbred lines did not show association. For HI hybrids showed greater mean values than inbred, however, regression coefficients of both genotype groups tended to overlap slightly. A decrease in environmental quality led to a decline in the expression of heterosis for PGY but not for HI. A bilinear model adequately described the association between heterosis for PGY and environmental quality and we identified the existence of a threshold value beyond which further increases in environmental quality did not translate into higher heterosis for PGY. A similar response pattern was found between PGY MPH and BiomassPM MPH. Despite the greater heterosis for BiomassPM, further increases in PGY MPH could not be realized above a threshold value of 115 g pl for BiomassPM MPH representative of high quality environments. HI MPH was the major factor that set a limit to PGY.
Fil: Munaro, E. M.. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal; Argentina
Fil: Eyherabide, G. H.. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Norte. Estación Experimental Agropecuaria Pergamino; Argentina
Fil: D'andrea, Karina Elizabeth. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal. Cátedra de Cerealicultura; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario; Argentina
Fil: Cirilo, A. G.. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Norte. Estación Experimental Agropecuaria Pergamino; Argentina
Fil: Otegui, Maria Elena. Universidad de Buenos Aires. Facultad de Agronomía. Departamento 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
Materia
Maize
Genotypes
Environment
Heterosis
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-nd/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/15728

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network_name_str CONICET Digital (CONICET)
spelling Heterosis × environment interaction in maize: What drives heterosis for grain yield?Munaro, E. M.Eyherabide, G. H.D'andrea, Karina ElizabethCirilo, A. G.Otegui, Maria ElenaMaizeGenotypesEnvironmentHeterosishttps://purl.org/becyt/ford/4.1https://purl.org/becyt/ford/4Variation in mean heterosis in maize over a range of environments can be expected when hybrids and inbred lines respond differently to environmental stimuli however, the magnitude and nature of heterosis x environment (H x E) interaction has not been adequately described. The objectives of this work were (i) to determine the effects of environmental variability on the expression of grain yield and ecophysiological traits in a set of six inbred lines and their derived hybrids grown in 14 environments (year x nitrogen x water regime combinations) and (ii) to what extent H x E interactions are of general importance for the expression of heterosis for these traits. Field experiments were conducted at Pergamino, Argentina during 2002-2003, 2003-2004, 2004-2005, 2006-2007 and 2008-2009 growing seasons. The variability among experiments was manipulated by applying supplemental irrigation or dry land farming and two nitrogen levels. Main physiological and quantitative determinants of grain yield were measured and mid parent heterosis (MPH) computed for each trait. Genotype x environment interaction was investigated using the joint regression.  For plant grain yield (PGY), hybrids had a significant but moderate association between environmental sensitivity and mean genotype value, whereas inbred lines did not show association. For HI hybrids showed greater mean values than inbred, however, regression coefficients of both genotype groups tended to overlap slightly. A decrease in environmental quality led to a decline in the expression of heterosis for PGY but not for HI. A bilinear model adequately described the association between heterosis for PGY and environmental quality and we identified the existence of a threshold value beyond which further increases in environmental quality did not translate into higher heterosis for PGY. A similar response pattern was found between PGY MPH and BiomassPM MPH. Despite the greater heterosis for BiomassPM, further increases in PGY MPH could not be realized above a threshold value of 115 g pl for BiomassPM MPH representative of high quality environments. HI MPH was the major factor that set a limit to PGY.Fil: Munaro, E. M.. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal; ArgentinaFil: Eyherabide, G. H.. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Norte. Estación Experimental Agropecuaria Pergamino; ArgentinaFil: D'andrea, Karina Elizabeth. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal. Cátedra de Cerealicultura; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario; ArgentinaFil: Cirilo, A. G.. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Norte. Estación Experimental Agropecuaria Pergamino; ArgentinaFil: Otegui, Maria Elena. Universidad de Buenos Aires. Facultad de Agronomía. Departamento 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; ArgentinaElsevier2011-12info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/15728Munaro, E. M.; Eyherabide, G. H.; D'andrea, Karina Elizabeth; Cirilo, A. G.; Otegui, Maria Elena; Heterosis × environment interaction in maize: What drives heterosis for grain yield?; Elsevier; Field Crops Research; 124; 3; 12-2011; 441-4490378-4290enginfo:eu-repo/semantics/altIdentifier/url/http://www.sciencedirect.com/science/article/pii/S0378429011002656info:eu-repo/semantics/altIdentifier/doi/10.1016/j.fcr.2011.08.001info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-nd/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-15T14:54:12Zoai:ri.conicet.gov.ar:11336/15728instacron: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 14:54:13.091CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Heterosis × environment interaction in maize: What drives heterosis for grain yield?
title Heterosis × environment interaction in maize: What drives heterosis for grain yield?
spellingShingle Heterosis × environment interaction in maize: What drives heterosis for grain yield?
Munaro, E. M.
Maize
Genotypes
Environment
Heterosis
title_short Heterosis × environment interaction in maize: What drives heterosis for grain yield?
title_full Heterosis × environment interaction in maize: What drives heterosis for grain yield?
title_fullStr Heterosis × environment interaction in maize: What drives heterosis for grain yield?
title_full_unstemmed Heterosis × environment interaction in maize: What drives heterosis for grain yield?
title_sort Heterosis × environment interaction in maize: What drives heterosis for grain yield?
dc.creator.none.fl_str_mv Munaro, E. M.
Eyherabide, G. H.
D'andrea, Karina Elizabeth
Cirilo, A. G.
Otegui, Maria Elena
author Munaro, E. M.
author_facet Munaro, E. M.
Eyherabide, G. H.
D'andrea, Karina Elizabeth
Cirilo, A. G.
Otegui, Maria Elena
author_role author
author2 Eyherabide, G. H.
D'andrea, Karina Elizabeth
Cirilo, A. G.
Otegui, Maria Elena
author2_role author
author
author
author
dc.subject.none.fl_str_mv Maize
Genotypes
Environment
Heterosis
topic Maize
Genotypes
Environment
Heterosis
purl_subject.fl_str_mv https://purl.org/becyt/ford/4.1
https://purl.org/becyt/ford/4
dc.description.none.fl_txt_mv Variation in mean heterosis in maize over a range of environments can be expected when hybrids and inbred lines respond differently to environmental stimuli however, the magnitude and nature of heterosis x environment (H x E) interaction has not been adequately described. The objectives of this work were (i) to determine the effects of environmental variability on the expression of grain yield and ecophysiological traits in a set of six inbred lines and their derived hybrids grown in 14 environments (year x nitrogen x water regime combinations) and (ii) to what extent H x E interactions are of general importance for the expression of heterosis for these traits. Field experiments were conducted at Pergamino, Argentina during 2002-2003, 2003-2004, 2004-2005, 2006-2007 and 2008-2009 growing seasons. The variability among experiments was manipulated by applying supplemental irrigation or dry land farming and two nitrogen levels. Main physiological and quantitative determinants of grain yield were measured and mid parent heterosis (MPH) computed for each trait. Genotype x environment interaction was investigated using the joint regression.  For plant grain yield (PGY), hybrids had a significant but moderate association between environmental sensitivity and mean genotype value, whereas inbred lines did not show association. For HI hybrids showed greater mean values than inbred, however, regression coefficients of both genotype groups tended to overlap slightly. A decrease in environmental quality led to a decline in the expression of heterosis for PGY but not for HI. A bilinear model adequately described the association between heterosis for PGY and environmental quality and we identified the existence of a threshold value beyond which further increases in environmental quality did not translate into higher heterosis for PGY. A similar response pattern was found between PGY MPH and BiomassPM MPH. Despite the greater heterosis for BiomassPM, further increases in PGY MPH could not be realized above a threshold value of 115 g pl for BiomassPM MPH representative of high quality environments. HI MPH was the major factor that set a limit to PGY.
Fil: Munaro, E. M.. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal; Argentina
Fil: Eyherabide, G. H.. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Norte. Estación Experimental Agropecuaria Pergamino; Argentina
Fil: D'andrea, Karina Elizabeth. Universidad de Buenos Aires. Facultad de Agronomía. Departamento de Producción Vegetal. Cátedra de Cerealicultura; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Parque Centenario; Argentina
Fil: Cirilo, A. G.. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Norte. Estación Experimental Agropecuaria Pergamino; Argentina
Fil: Otegui, Maria Elena. Universidad de Buenos Aires. Facultad de Agronomía. Departamento 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
description Variation in mean heterosis in maize over a range of environments can be expected when hybrids and inbred lines respond differently to environmental stimuli however, the magnitude and nature of heterosis x environment (H x E) interaction has not been adequately described. The objectives of this work were (i) to determine the effects of environmental variability on the expression of grain yield and ecophysiological traits in a set of six inbred lines and their derived hybrids grown in 14 environments (year x nitrogen x water regime combinations) and (ii) to what extent H x E interactions are of general importance for the expression of heterosis for these traits. Field experiments were conducted at Pergamino, Argentina during 2002-2003, 2003-2004, 2004-2005, 2006-2007 and 2008-2009 growing seasons. The variability among experiments was manipulated by applying supplemental irrigation or dry land farming and two nitrogen levels. Main physiological and quantitative determinants of grain yield were measured and mid parent heterosis (MPH) computed for each trait. Genotype x environment interaction was investigated using the joint regression.  For plant grain yield (PGY), hybrids had a significant but moderate association between environmental sensitivity and mean genotype value, whereas inbred lines did not show association. For HI hybrids showed greater mean values than inbred, however, regression coefficients of both genotype groups tended to overlap slightly. A decrease in environmental quality led to a decline in the expression of heterosis for PGY but not for HI. A bilinear model adequately described the association between heterosis for PGY and environmental quality and we identified the existence of a threshold value beyond which further increases in environmental quality did not translate into higher heterosis for PGY. A similar response pattern was found between PGY MPH and BiomassPM MPH. Despite the greater heterosis for BiomassPM, further increases in PGY MPH could not be realized above a threshold value of 115 g pl for BiomassPM MPH representative of high quality environments. HI MPH was the major factor that set a limit to PGY.
publishDate 2011
dc.date.none.fl_str_mv 2011-12
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/11336/15728
Munaro, E. M.; Eyherabide, G. H.; D'andrea, Karina Elizabeth; Cirilo, A. G.; Otegui, Maria Elena; Heterosis × environment interaction in maize: What drives heterosis for grain yield?; Elsevier; Field Crops Research; 124; 3; 12-2011; 441-449
0378-4290
url http://hdl.handle.net/11336/15728
identifier_str_mv Munaro, E. M.; Eyherabide, G. H.; D'andrea, Karina Elizabeth; Cirilo, A. G.; Otegui, Maria Elena; Heterosis × environment interaction in maize: What drives heterosis for grain yield?; Elsevier; Field Crops Research; 124; 3; 12-2011; 441-449
0378-4290
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/http://www.sciencedirect.com/science/article/pii/S0378429011002656
info:eu-repo/semantics/altIdentifier/doi/10.1016/j.fcr.2011.08.001
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-nd/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-nd/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
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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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