Assessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPs

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Lupinus mutabilis Sweet (Fabaceae), “tarwi” or “chocho”, is an important grain legume in the Andean region. In Peru, studies on tarwi have mainly focused on morphological features; however, they have not been molecularly characterized. Currently, it is possible to explore the genetic parameters of p...

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Detalles Bibliográficos
Autores: Huaringa Joaquin, Amelia Wite, Saldaña Serrano, Carla Lizet, Saravia Navarro, David, García Bendezú, Sady, Rodriguez Grados, Pedro Manuel, Salazar Coronel, Wilian, Camarena Mayta, Felix, Injante Silva, Pedro Hugo, Arbizu Berrocal, Carlos Irvin
Formato: artículo
Fecha de Publicación:2023
Institución:Instituto Nacional de Innovación Agraria
Repositorio:INIA-Institucional
Lenguaje:inglés
OAI Identifier:oai:null:20.500.12955/2132
Enlace del recurso:https://hdl.handle.net/20.500.12955/2132
https://doi.org/10.3390/d15030437
Nivel de acceso:acceso abierto
Materia:Fabaceae
Bioinformatics
Molecular markers
Neglected crop
Genomics
https://purl.org/pe-repo/ocde/ford#4.04.00
Genetic markers
Genetic diversity (as resource)
Lupinus mutabilis
Single nucleotide polymorphism
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dc.title.es_PE.fl_str_mv Assessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
title Assessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
spellingShingle Assessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
Huaringa Joaquin, Amelia Wite
Fabaceae
Bioinformatics
Molecular markers
Neglected crop
Genomics
https://purl.org/pe-repo/ocde/ford#4.04.00
Fabaceae
Bioinformatics
Genetic markers
Genomics
Genetic diversity (as resource)
Lupinus mutabilis
Single nucleotide polymorphism
title_short Assessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
title_full Assessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
title_fullStr Assessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
title_full_unstemmed Assessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
title_sort Assessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
author Huaringa Joaquin, Amelia Wite
author_facet Huaringa Joaquin, Amelia Wite
Saldaña Serrano, Carla Lizet
Saravia Navarro, David
García Bendezú, Sady
Rodriguez Grados, Pedro Manuel
Salazar Coronel, Wilian
Camarena Mayta, Felix
Injante Silva, Pedro Hugo
Arbizu Berrocal, Carlos Irvin
author_role author
author2 Saldaña Serrano, Carla Lizet
Saravia Navarro, David
García Bendezú, Sady
Rodriguez Grados, Pedro Manuel
Salazar Coronel, Wilian
Camarena Mayta, Felix
Injante Silva, Pedro Hugo
Arbizu Berrocal, Carlos Irvin
author2_role author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Huaringa Joaquin, Amelia Wite
Saldaña Serrano, Carla Lizet
Saravia Navarro, David
García Bendezú, Sady
Rodriguez Grados, Pedro Manuel
Salazar Coronel, Wilian
Camarena Mayta, Felix
Injante Silva, Pedro Hugo
Arbizu Berrocal, Carlos Irvin
dc.subject.en.fl_str_mv Fabaceae
Bioinformatics
Molecular markers
Neglected crop
Genomics
topic Fabaceae
Bioinformatics
Molecular markers
Neglected crop
Genomics
https://purl.org/pe-repo/ocde/ford#4.04.00
Fabaceae
Bioinformatics
Genetic markers
Genomics
Genetic diversity (as resource)
Lupinus mutabilis
Single nucleotide polymorphism
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#4.04.00
dc.subject.agrovoc.en.fl_str_mv Fabaceae
Bioinformatics
Genetic markers
Genomics
Genetic diversity (as resource)
Lupinus mutabilis
Single nucleotide polymorphism
description Lupinus mutabilis Sweet (Fabaceae), “tarwi” or “chocho”, is an important grain legume in the Andean region. In Peru, studies on tarwi have mainly focused on morphological features; however, they have not been molecularly characterized. Currently, it is possible to explore the genetic parameters of plants with reliable and modern methods such as genotyping by sequencing (GBS). Here, for the first time, we used single nucleotide polymorphism (SNP) markers to infer the genetic diversity and population structure of 89 accessions of tarwi from nine Andean regions of Peru. A total of 5922 SNPs distributed along all chromosomes of tarwi were identified. STRUCTURE analysis revealed that this crop is grouped into two clusters. A dendrogram was generated using the UPGMA clustering algorithm and, like the principal coordinate analysis (PCoA), it showed two groups that correspond to the geographic origin of the tarwi samples. AMOVA showed a reduced variation between clusters (7.59%) and indicated that variability within populations is 92.41%. Population divergence (Fst) between clusters 1 and 2 revealed low genetic difference (0.019). We also detected a negative Fis for both populations, demonstrating that, like other Lupinus species, tarwi also depends on cross-pollination. SNP markers were powerful and effective for the genotyping process in this germplasm. We hope that this information is the beginning of the path towards a modern genetic improvement and conservation strategies of this important Andean legume.
publishDate 2023
dc.date.accessioned.none.fl_str_mv 2023-04-10T16:10:27Z
dc.date.available.none.fl_str_mv 2023-04-10T16:10:27Z
dc.date.issued.fl_str_mv 2023-03-16
dc.type.none.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.citation.en.fl_str_mv Huaringa-Joaquin, A., Saldaña, C. L., Saravia, D., García-Bendezú, S., Rodriguez-Grados, P., Salazar, W., Camarena, F., Injante, P., & Arbizu, C. I. (2023). Assessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPs. Diversity, 15(3), 437. doi: 10.3390/d15030437
dc.identifier.issn.none.fl_str_mv 1424-2818
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12955/2132
dc.identifier.doi.none.fl_str_mv https://doi.org/10.3390/d15030437
identifier_str_mv Huaringa-Joaquin, A., Saldaña, C. L., Saravia, D., García-Bendezú, S., Rodriguez-Grados, P., Salazar, W., Camarena, F., Injante, P., & Arbizu, C. I. (2023). Assessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPs. Diversity, 15(3), 437. doi: 10.3390/d15030437
1424-2818
url https://hdl.handle.net/20.500.12955/2132
https://doi.org/10.3390/d15030437
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.ispartof.none.fl_str_mv urn:issn:1424-2818
dc.relation.ispartofseries.en.fl_str_mv Diversity
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eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0/
dc.format.none.fl_str_mv application/pdf
dc.publisher.en.fl_str_mv MDPI
dc.publisher.country.none.fl_str_mv CH
dc.source.es_PE.fl_str_mv Instituto Nacional de Innovación Agraria
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spelling Huaringa Joaquin, Amelia WiteSaldaña Serrano, Carla LizetSaravia Navarro, DavidGarcía Bendezú, SadyRodriguez Grados, Pedro ManuelSalazar Coronel, WilianCamarena Mayta, FelixInjante Silva, Pedro HugoArbizu Berrocal, Carlos Irvin2023-04-10T16:10:27Z2023-04-10T16:10:27Z2023-03-16Huaringa-Joaquin, A., Saldaña, C. L., Saravia, D., García-Bendezú, S., Rodriguez-Grados, P., Salazar, W., Camarena, F., Injante, P., & Arbizu, C. I. (2023). Assessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPs. Diversity, 15(3), 437. doi: 10.3390/d150304371424-2818https://hdl.handle.net/20.500.12955/2132https://doi.org/10.3390/d15030437Lupinus mutabilis Sweet (Fabaceae), “tarwi” or “chocho”, is an important grain legume in the Andean region. In Peru, studies on tarwi have mainly focused on morphological features; however, they have not been molecularly characterized. Currently, it is possible to explore the genetic parameters of plants with reliable and modern methods such as genotyping by sequencing (GBS). Here, for the first time, we used single nucleotide polymorphism (SNP) markers to infer the genetic diversity and population structure of 89 accessions of tarwi from nine Andean regions of Peru. A total of 5922 SNPs distributed along all chromosomes of tarwi were identified. STRUCTURE analysis revealed that this crop is grouped into two clusters. A dendrogram was generated using the UPGMA clustering algorithm and, like the principal coordinate analysis (PCoA), it showed two groups that correspond to the geographic origin of the tarwi samples. AMOVA showed a reduced variation between clusters (7.59%) and indicated that variability within populations is 92.41%. Population divergence (Fst) between clusters 1 and 2 revealed low genetic difference (0.019). We also detected a negative Fis for both populations, demonstrating that, like other Lupinus species, tarwi also depends on cross-pollination. SNP markers were powerful and effective for the genotyping process in this germplasm. We hope that this information is the beginning of the path towards a modern genetic improvement and conservation strategies of this important Andean legume.application/pdfengMDPICHurn:issn:1424-2818Diversityinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Instituto Nacional de Innovación AgrariaRepositorio Institucional - INIAreponame:INIA-Institucionalinstname:Instituto Nacional de Innovación Agrariainstacron:INIAFabaceaeBioinformaticsMolecular markersNeglected cropGenomicshttps://purl.org/pe-repo/ocde/ford#4.04.00FabaceaeBioinformaticsGenetic markersGenomicsGenetic diversity (as resource)Lupinus mutabilisSingle nucleotide polymorphismAssessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPsinfo:eu-repo/semantics/article153437ORIGINALHuaringa_et-al_2023_tarwi_genetic_diversity.pdfHuaringa_et-al_2023_tarwi_genetic_diversity.pdfArtículoapplication/pdf2165528https://repositorio.inia.gob.pe/bitstreams/9e3cae59-f57f-4078-8cdc-528f8d7b49f3/downloadbe8db263f6bffbdac4fc5ed1097a0980MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.inia.gob.pe/bitstreams/d7b775c5-1c90-4714-a0ed-f09ab68894cf/download8a4605be74aa9ea9d79846c1fba20a33MD52TEXTHuaringa_et-al_2023_tarwi_genetic_diversity.pdf.txtHuaringa_et-al_2023_tarwi_genetic_diversity.pdf.txtExtracted texttext/plain53371https://repositorio.inia.gob.pe/bitstreams/ec1f9f21-660c-4596-9d39-6a1dedbc392e/download7721d2c3e4fb233b27ba9587d777f533MD53THUMBNAILHuaringa_et-al_2023_tarwi_genetic_diversity.pdf.jpgHuaringa_et-al_2023_tarwi_genetic_diversity.pdf.jpgGenerated Thumbnailimage/jpeg1639https://repositorio.inia.gob.pe/bitstreams/f75892b5-8045-4d1f-bf9a-06321682bf34/downloade11ea5c8c648ba4d358a78c971a90e1aMD5420.500.12955/2132oai:repositorio.inia.gob.pe:20.500.12955/21322023-04-21 13:10:17.872https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessopen.accesshttps://repositorio.inia.gob.peRepositorio Institucional INIArepositorio@inia.gob.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