1. Deciphering hybrid larch reaction norms using random regression
- Author
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Luc Paques, Leopoldo Sanchez, Facundo Muñoz, Frédéric Millier, Carl D. Schlichting, Philippe Balandier, Alexandre Marchal, Rémy Gobin, Biologie intégrée pour la valorisation de la diversité des arbres et de la forêt (BioForA), Institut National de la Recherche Agronomique (INRA)-Office national des forêts (ONF), University of Connecticut (UCONN), Ecosystèmes forestiers (UR EFNO), Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA), Research grant MTM2016-77501-P from the Spanish Ministry of Economy and Competitiveness, European Project: 284181,EC:FP7:INFRA,FP7-INFRASTRUCTURES-2011-1,TREES4FUTURE(2011), Institut National de la Recherche Agronomique (INRA), UNIVERSITY OF CONNECTICUT STORRS USA, Partenaires IRSTEA, and Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA)-Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA)
- Subjects
0106 biological sciences ,Heterosis ,MULTI-TRAIT MODE ,Phénotype ,disponibilité en eau ,QH426-470 ,01 natural sciences ,Vigueur hybride ,F30 - Génétique et amélioration des plantes ,Diallel cross ,Soil ,CROISSANCE ,Expression des gènes ,HETEROSIS ,0303 health sciences ,Vegetal Biology ,mélèze hybride ,biology ,croissance radiale ,Ecology ,Modélisation et simulation ,Adaptation, Physiological ,Wood ,larix ,Modeling and Simulation ,[SDE]Environmental Sciences ,SOIL WATER AVAILABILITY ,hétérosis ,Lignification ,TRAITS ,Modèle mathématique ,Intéraction génotype environnement ,plasticité phénotypique ,Investigations ,010603 evolutionary biology ,cerne ,03 medical and health sciences ,PHENOTYPIC PLASTICITY ,Hybrid Vigor ,Genetics ,Eau du sol ,Larix decidua ,030304 developmental biology ,Phenotypic plasticity ,régression aleatoire ,Water ,MELEZE ,Mating design ,Interspecific competition ,TREE RINGS ,15. Life on land ,GENETIQUE ,biology.organism_classification ,Larix leptolepis ,Taxon ,Soil water ,phenotypic plasticity heterosis tree rings traits soil water availability multi-trait model ,Hybridization, Genetic ,phenotypic plasticity ,heterosis ,tree rings traits ,soil water availability ,multi-trait model ,Larch ,Biologie végétale - Abstract
[Notes_IRSTEA]revue en libre accès ; lien vers le texte intégral donné dans la notice [Departement_IRSTEA]Territoires [ADD1_IRSTEA]Dynamique et fonctionnement des écosystèmes; International audience; The link between phenotypic plasticity and heterosis is a broad fundamental question, with stakes in breeding. We report a case-study evaluating temporal series of wood ring traits of hybrid larch (Larix decidua x L. kaempferi and reciprocal) in relation to soil water availability. Growth rings record the tree plastic responses to past environmental conditions, and we used random regressions to estimate the reaction norms of ring width and wood density with respect to water availability. We investigated the role of phenotypic plasticity on the construction of hybrid larch heterosis and on the expression of its quantitative genetic parameters. The data came from an intra-/interspecific diallel mating design between both parental species. Progenies were grown in two environmentally contrasted sites, in France. Ring width plasticity with respect to water availability was confirmed, as all three taxa produced narrower rings under the lowest water availability. Hybrid larch appeared to be the most plastic taxon as its superiority over its parental species increased with increasing water availability. Despite the low heritabilities of the investigated traits, we found that the expression of a reliable negative correlation between them was conditional to the water availability environment. Finally, by means of a complementary simulation, we demonstrated that random regression can be applied to model the reaction norms of non-repeated records of phenotypic plasticity bound by a family structure. Random regression is a powerful tool for the modeling of reaction norms in various contexts, especially perennial species.
- Published
- 2019
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