Assessment of the genetic diversity and population structure of the peruvian andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
Descripción del Articulo
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...
Autores: | , , , , , , , , |
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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 |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.uri.none.fl_str_mv |
https://creativecommons.org/licenses/by/4.0/ |
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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reponame:INIA-Institucional instname:Instituto Nacional de Innovación Agraria instacron:INIA |
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Instituto Nacional de Innovación Agraria |
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INIA |
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INIA-Institucional |
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INIA-Institucional |
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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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 |
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).