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, Saldaña Serrano, Carla Lizet, Saravia Navarro, David, García Bendezú, Sady, Rodriguez Grados, Pedro, Salazar Coronel, Wilian, Camarena, Felix, Injante Silva, Pedro Hugo, Arbizu Berrocal, Carlos Irvin
Formato: documento de trabajo
Fecha de Publicación:2023
Institución:Instituto Nacional de Innovación Agraria
Repositorio:INIA-Institucional
Lenguaje:inglés
OAI Identifier:oai:null:20.500.12955/2451
Enlace del recurso:https://hdl.handle.net/20.500.12955/2451
https://doi.org/10.20944/preprints202301.0345.v1
Nivel de acceso:acceso abierto
Materia:Fabaceae
Bioinformatics
Molecular markers
Neglected crop
Genomics
https://purl.org/pe-repo/ocde/ford#4.04.01
Genetic markers
Genetic diversity (as resource)
Lupinus mutabilis
Single nucleotide polymorphism
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dc.title.es_PE.fl_str_mv Genetic diversity and population structure of the Peruvian Andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
title Genetic diversity and population structure of the Peruvian Andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
spellingShingle Genetic diversity and population structure of the Peruvian Andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
Huaringa Joaquin, Amelia
Fabaceae
Bioinformatics
Molecular markers
Neglected crop
Genomics
https://purl.org/pe-repo/ocde/ford#4.04.01
Fabaceae
Bioinformatics
Genetic markers
Genomics
Genetic diversity (as resource)
Lupinus mutabilis
Single nucleotide polymorphism
title_short Genetic diversity and population structure of the Peruvian Andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
title_full Genetic diversity and population structure of the Peruvian Andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
title_fullStr Genetic diversity and population structure of the Peruvian Andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
title_full_unstemmed Genetic diversity and population structure of the Peruvian Andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
title_sort Genetic diversity and population structure of the Peruvian Andean legume, tarwi (Lupinus mutabilis), with high quality SNPs
author Huaringa Joaquin, Amelia
author_facet Huaringa Joaquin, Amelia
Saldaña Serrano, Carla Lizet
Saravia Navarro, David
García Bendezú, Sady
Rodriguez Grados, Pedro
Salazar Coronel, Wilian
Camarena, 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
Salazar Coronel, Wilian
Camarena, 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
Saldaña Serrano, Carla Lizet
Saravia Navarro, David
García Bendezú, Sady
Rodriguez Grados, Pedro
Salazar Coronel, Wilian
Camarena, Felix
Injante Silva, Pedro Hugo
Arbizu Berrocal, Carlos Irvin
dc.subject.es_PE.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#4.04.01
Fabaceae
Bioinformatics
Genetic markers
Genomics
Genetic diversity (as resource)
Lupinus mutabilis
Single nucleotide polymorphism
dc.subject.ocde.es_PE.fl_str_mv https://purl.org/pe-repo/ocde/ford#4.04.01
dc.subject.agrovoc.es_PE.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 2024-02-28T21:38:12Z
dc.date.available.none.fl_str_mv 2024-02-28T21:38:12Z
dc.date.issued.fl_str_mv 2023-01-19
dc.type.es_PE.fl_str_mv info:eu-repo/semantics/workingPaper
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dc.identifier.issn.none.fl_str_mv 2310-287X
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12955/2451
dc.identifier.doi.none.fl_str_mv https://doi.org/10.20944/preprints202301.0345.v1
identifier_str_mv 2310-287X
url https://hdl.handle.net/20.500.12955/2451
https://doi.org/10.20944/preprints202301.0345.v1
dc.language.iso.es_PE.fl_str_mv eng
language eng
dc.relation.ispartof.es_PE.fl_str_mv Preprints
dc.relation.ispartofseries.es_PE.fl_str_mv Preprints
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dc.publisher.es_PE.fl_str_mv MDPI
dc.publisher.country.es_PE.fl_str_mv CH
dc.source.es_PE.fl_str_mv Instituto Nacional de Innovación Agraria
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instname:Instituto Nacional de Innovación Agraria
instacron:INIA
instname_str Instituto Nacional de Innovación Agraria
instacron_str INIA
institution INIA
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spelling Huaringa Joaquin, AmeliaSaldaña Serrano, Carla LizetSaravia Navarro, DavidGarcía Bendezú, SadyRodriguez Grados, PedroSalazar Coronel, WilianCamarena, FelixInjante Silva, Pedro HugoArbizu Berrocal, Carlos Irvin2024-02-28T21:38:12Z2024-02-28T21:38:12Z2023-01-192310-287Xhttps://hdl.handle.net/20.500.12955/2451https://doi.org/10.20944/preprints202301.0345.v1Lupinus 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. 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