Multi-Year Assessment of Phenotypic Variability and Stability in 49 Peruvian Grapevine (Vitis spp.) Accessions Using AMMI, GGE, and WAASBY Models

dc.contributor.authorCcapa Ramírez, Karina Beatriz
dc.contributor.authorTarazona Ramírez, Cesar Mario
dc.contributor.authorCarrillo Zavala, Pedro Víctor
dc.contributor.authorCueva Carhuatanta, César Aldair
dc.contributor.authorAybar Peve, Leandro Joel
dc.contributor.authorSaenz Rodriguez, Hanz
dc.contributor.authorHermoza Gutiérrez, Marián Alicia
dc.contributor.authorCántaro Segura, Hector Baroni
dc.contributor.authorFernandez Huaytalla, Elizabeth
dc.contributor.authorGutiérrez Reynoso, Dina Lida
dc.contributor.authorQuispe Jacobo, Fredy Enrique
dc.date.accessioned2026-01-09T15:09:27Z
dc.date.available2026-01-09T15:09:27Z
dc.date.issued2025-12-23
dc.description.abstractGrapevines face the dual challenge of sustaining yield and fruit quality under arid and increasingly variable environmental conditions. This study characterized the phenotypic variability and multi-year stability of 49 grapevine (Vitis spp.) accessions conserved in the Chincha germplasm bank over three consecutive growing seasons, with the aim of identifying promising material for table grape, pisco (a traditional grape-based distille spirit from Peru), and wine production. Morphological traits (cluster weight, berry weight and dimensions), colorimetric parameters (CIELAB), and physicochemical attributes (moisture, dry matter, soluble solids, pH, titratable acidity, maturity index, and reducing sugars) were evaluated. Multivariate analyses (PCA, hierarchical clustering), genotype × environment interaction models (AMMI and GGE), stability indices (ASV and WAASBY), and assessments of interannual stability were applied, together with a multi-criteria selection index tailored to the intended end use. The results revealed two contrasting phenotypic profiles: one characterized by high berry volume/weight and elevated water content and another with smaller berries but higher dry matter, sugars, balanced acidity, and superior maturity indices. Genotypic effects were predominant for size-related traits such as berry weight, whereas titratable acidity and reducing sugars exhibited a more pronounced genotype × year interaction, supporting the use of AMMI models and the WAASBY index to select genotypes that are both productive and stable. The ranking identified accessions PER1002061, PER1002062, and PER1002168 as outstanding candidates for table grape production; PER1002076, PER1002097, and PER1002156 for pisco; and PER1002122, PER1002131, PER1002135, and PER1002098 as accessions with high oenological potential. Overall, these findings highlight the value and diversity of Peruvian grapevine germplasm and provide a foundation for breeding programs targeting varieties adapted to specific market niches, including table grape, wine, and pisco.
dc.description.sponsorshipThis research was funded by the Instituto Nacional de Innovación Agraria (INIA) and the project “Mejoramiento de los Servicios de Investigación en la Caracterización de los Recursos Genéticos de la Agrobiodiversidad en 17 Departamentos del Perú—ProAgrobio” CUI N.° 2480490.
dc.formatapplication/pdf
dc.identifier.citationCcapa-Ramirez, K., Tarazona-Ramírez, C. M., Carrillo-Zavala, P., Cueva-Carhuatanta, C., Aybar-Peve, L., Saenz-Rodriguez, H., Hermoza-Gutiérrez, M., Cántaro-Segura, H., Fernandez-Huaytalla, E., Gutiérrez-Reynoso, D. L., & Quispe-Jacobo, F. (2026). Multi-year assessment of phenotypic variability and stability in 49 Peruvian grapevine (Vitis spp.) accessions using AMMI, GGE, and WAASBY models. Agronomy, 16(1), 47. https://doi.org/10.3390/agronomy16010047
dc.identifier.doihttps://doi.org/10.3390/agronomy16010047
dc.identifier.issn2073-4395
dc.identifier.urihttp://hdl.handle.net/20.500.12955/2983
dc.language.isoeng
dc.publisherMDPI
dc.publisher.countryCH
dc.relation.ispartofurn:issn:2073-4395
dc.relation.ispartofseriesAgronomy
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourceInstituto Nacional de Innovación Agraria
dc.source.uriRepositorio Institucional - INIA
dc.subjectAMMI/WAASBY analysis
dc.subjectgenotype × environment interaction
dc.subjectPhenotypic diversity
dc.subjectVitis spp.
dc.subjectVitiviniculture
dc.subjectAnálisis AMMI/WAASBY
dc.subjectinteracción genotipo × ambiente
dc.subjectDiversidad fenotípica
dc.subjectVitivinicultura
dc.subject.agrovocVid; Grapevines; Vitis; Recurso genético; Genetic resources; Variación genotípica; Phenotypic variation; Germoplasma; Germplasm; Variación fenotípica; Phenotypic variation
dc.subject.ocdehttps://purl.org/pe-repo/ocde/ford#4.01.05
dc.titleMulti-Year Assessment of Phenotypic Variability and Stability in 49 Peruvian Grapevine (Vitis spp.) Accessions Using AMMI, GGE, and WAASBY Models
dc.typeinfo:eu-repo/semantics/article

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