Genetic diversity and population structure of a Peruvian cattle herd using SNP data

dc.contributor.authorCorredor Arizapana, Flor Anita
dc.contributor.authorFigueroa Venegas, Deyanira Antonella
dc.contributor.authorEstrada Cañari, Richard
dc.contributor.authorSalazar Coronel, Wilian
dc.contributor.authorQuilcate Pairazamán, Carlos Enrique
dc.contributor.authorVásquez Pérez, Héctor Vladimir
dc.contributor.authorGonzales Malca, Jhony Alberto
dc.contributor.authorMaicelo Quintana, Jorge Luis
dc.contributor.authorMedina Morales, Percy Edilberto
dc.contributor.authorArbizu Berrocal, Carlos Irvin
dc.date.accessioned2023-03-31T22:15:14Z
dc.date.available2023-03-31T22:15:14Z
dc.date.issued2023-03-10
dc.description.abstractNew-generation sequencing technologies, among them SNP chips for massive genotyping, are useful for the effective management of genetic resources. To date, molecular studies in Peruvian cattle are still scarce. For the first time, the genetic diversity and population structure of a reproductive nucleus cattle herd of four commercial breeds from a Peruvian institution were determined. This nucleus comprises Brahman (N = 9), Braunvieh (N = 9), Gyr (N = 5), and Simmental (N = 15) breeds. Additionally, samples from a locally adapted creole cattle, the Arequipa Fighting Bull (AFB, N = 9), were incorporated. Female individuals were genotyped with the GGPBovine100K and ma les with the BovineHD. Quality control, and the proportion of polymorphic SNPs, minor allele frequency, expected heterozygosity, observed heterozygosity, and inbreeding coefficient were estimated for the five breeds. Admixture, principal component analysis (PCA), and discriminant analysis of principal components (DAPC) were performed. Also, a dendrogram was constructed using the Neighbor-Joining clustering algorithm. The genetic diversity indices in all breeds showed a high proportion of polymorphic SNPs, varying from 51.42% in Gyr to 97.58% in AFB. Also, AFB showed the highest expected heterozygosity estimate (0.41 ± 0.01), while Brahman the lowest (0.33 ± 0.01). Besides, Braunvieh possessed the highest observed heterozygosity (0.43 ± 0.01), while Brahman the lowest (0.37 ± 0.02), indicating that Brahman was less diverse. According to the molecular variance analysis, 75.71% of the variance occurs within individuals, whereas 24.29% occurs among populations. The pairwise genetic differentiation estimates (FST) between breeds showed values that ranged from 0.08 (Braunvieh vs. AFB) to 0.37 (Brahman vs. Braunvieh). Similarly, pairwise Reynold’s distance ranged from 0.09 (Braunvieh vs. AFB) to 0.46 (Brahman vs. Braunvieh). The dendrogram, similar to the PCA, identified two groups, showing a clear separation between Bos indicus (Brahman and Gyr) and B. taurus breeds (Braunvieh, Simmental, and AFB). Simmental and Braunvieh grouped closely with the AFB cattle. Similar results were obtained for the population structure analysis with K = 2. The results from this study would contribute to the appropriate management, avoiding loss of genetic variability in these breeds and for future improvements in this nucleus. Additional work is needed to speed up the breeding process in the Peruvian cattle system.en
dc.formatapplication/pdf
dc.identifier.citationCorredor F., Figueroa D., Estrada R., Salazar W., Quilcate C., Vásquez H., Gonzales J., Maicelo J., Medina P., & Arbizu C. (2023) Genetic diversity and population structure of a Peruvian cattle herd using SNP data. Frontiers in genetics, 14. doi: 10.3389/fgene.2023.1073843en
dc.identifier.doihttps://doi.org/10.3389/fgene.2023.1073843
dc.identifier.issn1664-8021
dc.identifier.urihttps://hdl.handle.net/20.500.12955/2126
dc.language.isoeng
dc.publisherFrontiers Media S.A.en
dc.publisher.countryCH
dc.relation.ispartofurn:issn:1664-8021
dc.relation.ispartofseriesFrontiers in Geneticsen
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourceInstituto Nacional de Innovación Agrariaes_PE
dc.source.uriRepositorio Institucional - INIAes_PE
dc.subjectCattle breedsen
dc.subjectGenotypesen
dc.subjectDiversityen
dc.subjectGenomicsen
dc.subjectNext generation sequencingen
dc.subject.agrovocCattle breedsen
dc.subject.agrovocSpecies diversityen
dc.subject.agrovocGenomicsen
dc.subject.agrovocHigh-throughput sequencingen
dc.subject.agrovocPopulation structureen
dc.subject.agrovocSingle nucleotide polymorphismen
dc.subject.ocdehttps://purl.org/pe-repo/ocde/ford#4.04.01
dc.titleGenetic diversity and population structure of a Peruvian cattle herd using SNP dataen
dc.typeinfo:eu-repo/semantics/article
google.citation.firstpage1073843
google.citation.volume14

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