Estimation of genetic parameters and genetic trends for growth, reproductive, and survival traits of Bonga sheep using multi-variate animal model

cg.contactmetse2005@gmail.comen_US
cg.contributor.centerInternational Center for Agricultural Research in the Dry Areas - ICARDAen_US
cg.contributor.centerHawassa University - HU - Ethiopiaen_US
cg.contributor.centerBonga Agricultural Research Center - BARCen_US
cg.contributor.funderSouthern Agricultural Research Institute - SARI Ethiopiaen_US
cg.contributor.funderCGIAR Trust Funden_US
cg.contributor.initiativeSustainable Animal Productivityen_US
cg.contributor.programAcceleratorSustainable Animal and Aquatic Foodsen_US
cg.contributor.project-lead-instituteInternational Center for Agricultural Research in the Dry Areas - ICARDAen_US
cg.coverage.countryETen_US
cg.coverage.regionEastern Africaen_US
cg.creator.idHaile, Aynalem: 0000-0001-5914-0487en_US
cg.creator.idGetachew, Tesfaye: 0000-0002-0544-6314en_US
cg.identifier.doihttps://doi.org/10.1371/journal.pone.0316129en_US
cg.isijournalISI Journalen_US
cg.issn1932-6203en_US
cg.issue2en_US
cg.journalPLoS ONEen_US
cg.reviewStatusPeer Reviewen_US
cg.subject.actionAreaResilient Agrifood Systemsen_US
cg.subject.agrovocgenetic parametersen_US
cg.subject.agrovocgenetic trendsen_US
cg.subject.agrovocsheepen_US
cg.subject.sdgSDG 2 - Zero hungeren_US
cg.subject.sdgSDG 15 - Life on landen_US
cg.volume20en_US
dc.contributorMelesse, Aberraen_US
dc.contributorHaile, Aynalemen_US
dc.contributorGetachew, Tesfayeen_US
dc.creatorMamiru, Metsafeen_US
dc.date.accessioned2025-09-10T18:27:18Z
dc.date.available2025-09-10T18:27:18Z
dc.description.abstractThe community-based breeding program was introduced to enhance the productivity of Bonga sheep. Data evaluating animals’ potential regarding key traits was gathered from 2009–2021. This study estimated covariance components and genetic parameters for growth (birth, weaning, and six-months weight), reproductive (lambing interval, annual reproductive rate, litter size at birth and weaning, litter weight at birth and weaning), and survival (0–3, 3–6, and 0–6 months) traits using a multivariate animal model. The Average Information Restricted Maximum Likelihood method in WOMBAT was used for growth and reproductive traits, while Derivative-free MUltivariate analysis was employed for survival traits. The results revealed that the additive heritability for growth, reproductive, and survival traits ranged from 0.15–0.26, 0.06–0.08, and 0.10–0.17, respectively. The variance ratio of maternal permanent environment for growth traits ranged from 0.07–0.25, while that of animal environment for reproductive traits ranged from 0.33–0.45. Maternal genetic heritability for birth, weaning, and six-months weights were 0.14, 0.19, and 0.19, respectively, while it ranged from 0.01–0.14 for reproductive traits. Additive genetic correlations among growth traits ranged from 0.04–0.79, and from 0.36–0.62 between growth and reproductive traits. Low to high additive genetic correlations (0.002–0.537) were recorded between growth and survival traits. Significant (P<0.001) and positive genetic trends were observed for most reproductive traits, though annual genetic trends were low. Moderate additive heritability for growth traits indicates potential for genetic improvement via selection, while the pronounced environmental impact on reproductive and survival traits suggests the need for improved management practices in addition to selection. The presence of positive genetic correlations of growth traits with reproductive and with survival traits suggests that selecting for improved weaning/six-month weight has the potential to enhance ewe productivity and lamb survival. This highlights the importance of considering both growth and reproductive/survival traits in breeding programs to achieve optimal outcomes in sheep production.en_US
dc.identifierhttps://mel.cgiar.org/reporting/downloadmelspace/hash/e7cab54ccf7b14eed64427a8d9b5116ben_US
dc.identifier.citationMetsafe Mamiru, Aberra Melesse, Aynalem Haile, Tesfaye Getachew. (20/2/2025). Estimation of genetic parameters and genetic trends for growth, reproductive, and survival traits of Bonga sheep using multi-variate animal model. PLoS ONE, 20 (2).en_US
dc.identifier.statusOpen accessen_US
dc.identifier.urihttps://hdl.handle.net/20.500.11766/70088
dc.languageenen_US
dc.publisherPublic Library of Scienceen_US
dc.rightsCC-BY-4.0en_US
dc.sourcePLoS ONE;20,(2025)en_US
dc.subjectbonga sheepen_US
dc.titleEstimation of genetic parameters and genetic trends for growth, reproductive, and survival traits of Bonga sheep using multi-variate animal modelen_US
dc.typeJournal Articleen_US
dcterms.available2025-02-20en_US
dcterms.hasVersionV8 - 2026-02-21en_US
dcterms.issued2025-02-20en_US
mel.impact-factor2.6en_US

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