In-depth genetic diversity and population structure of endangered Peruvian Amazon rosewood germplasm using Genotyping by Sequencing (GBS) technology
Descripción del Articulo
Research studies on conservative genetics of endangered plants are very important to establish the management plans for the conservation of biodiversity. Rosewood is an evergreen tree of the Amazon region and its essential oil has great acceptance in the medical and cosmetic industry. The present st...
Autores: | , , , , , , , , , , , , , , , , |
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Formato: | artículo |
Fecha de Publicación: | 2021 |
Institución: | Instituto Nacional de Innovación Agraria |
Repositorio: | INIA-Institucional |
Lenguaje: | inglés |
OAI Identifier: | oai:null:20.500.12955/2244 |
Enlace del recurso: | https://hdl.handle.net/20.500.12955/2244 https://doi.org/10.3390/f12020197 |
Nivel de acceso: | acceso abierto |
Materia: | Aniba rosaeodora DArTseq Germplasm characterization Molecular markers Population genetics https://purl.org/pe-repo/ocde/ford#4.01.02 Aniba Genetic markers Marcadores genéticos Genética de poblaciones Genotyping-by-sequencing Genotipado mediante secuenciación |
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dc.title.es_PE.fl_str_mv |
In-depth genetic diversity and population structure of endangered Peruvian Amazon rosewood germplasm using Genotyping by Sequencing (GBS) technology |
title |
In-depth genetic diversity and population structure of endangered Peruvian Amazon rosewood germplasm using Genotyping by Sequencing (GBS) technology |
spellingShingle |
In-depth genetic diversity and population structure of endangered Peruvian Amazon rosewood germplasm using Genotyping by Sequencing (GBS) technology Azhar Nadeem, Muhammad Aniba rosaeodora DArTseq Germplasm characterization Molecular markers Population genetics https://purl.org/pe-repo/ocde/ford#4.01.02 Aniba rosaeodora Aniba Genetic markers Marcadores genéticos Population genetics Genética de poblaciones Genotyping-by-sequencing Genotipado mediante secuenciación |
title_short |
In-depth genetic diversity and population structure of endangered Peruvian Amazon rosewood germplasm using Genotyping by Sequencing (GBS) technology |
title_full |
In-depth genetic diversity and population structure of endangered Peruvian Amazon rosewood germplasm using Genotyping by Sequencing (GBS) technology |
title_fullStr |
In-depth genetic diversity and population structure of endangered Peruvian Amazon rosewood germplasm using Genotyping by Sequencing (GBS) technology |
title_full_unstemmed |
In-depth genetic diversity and population structure of endangered Peruvian Amazon rosewood germplasm using Genotyping by Sequencing (GBS) technology |
title_sort |
In-depth genetic diversity and population structure of endangered Peruvian Amazon rosewood germplasm using Genotyping by Sequencing (GBS) technology |
author |
Azhar Nadeem, Muhammad |
author_facet |
Azhar Nadeem, Muhammad Vasquez Guizado, Stalin Juan Qasim Shahid, Muhammad Amjad Nawaz, Muhammad Habyarimana, Ephrem Ercişli, Sezai Ali, Fawad Karaköy, Tolga Aasim, Muhammad Hatipoğlu, Rüştü Castro Gómez, Juan Carlos Marapara Del Aguila, Jorge Luis Adrianzén Julca, Pedro Marcelino Torres Canales, Esperanza Hwan Yang, Seung Chung, Gyuhwa Shehzad Baloch, Faheem |
author_role |
author |
author2 |
Vasquez Guizado, Stalin Juan Qasim Shahid, Muhammad Amjad Nawaz, Muhammad Habyarimana, Ephrem Ercişli, Sezai Ali, Fawad Karaköy, Tolga Aasim, Muhammad Hatipoğlu, Rüştü Castro Gómez, Juan Carlos Marapara Del Aguila, Jorge Luis Adrianzén Julca, Pedro Marcelino Torres Canales, Esperanza Hwan Yang, Seung Chung, Gyuhwa Shehzad Baloch, Faheem |
author2_role |
author author author author author author author author author author author author author author author author |
dc.contributor.author.fl_str_mv |
Azhar Nadeem, Muhammad Vasquez Guizado, Stalin Juan Qasim Shahid, Muhammad Amjad Nawaz, Muhammad Habyarimana, Ephrem Ercişli, Sezai Ali, Fawad Karaköy, Tolga Aasim, Muhammad Hatipoğlu, Rüştü Castro Gómez, Juan Carlos Marapara Del Aguila, Jorge Luis Adrianzén Julca, Pedro Marcelino Torres Canales, Esperanza Hwan Yang, Seung Chung, Gyuhwa Shehzad Baloch, Faheem |
dc.subject.es_PE.fl_str_mv |
Aniba rosaeodora DArTseq Germplasm characterization Molecular markers Population genetics |
topic |
Aniba rosaeodora DArTseq Germplasm characterization Molecular markers Population genetics https://purl.org/pe-repo/ocde/ford#4.01.02 Aniba rosaeodora Aniba Genetic markers Marcadores genéticos Population genetics Genética de poblaciones Genotyping-by-sequencing Genotipado mediante secuenciación |
dc.subject.ocde.es_PE.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#4.01.02 |
dc.subject.agrovoc.es_PE.fl_str_mv |
Aniba rosaeodora Aniba Genetic markers Marcadores genéticos Population genetics Genética de poblaciones Genotyping-by-sequencing Genotipado mediante secuenciación |
description |
Research studies on conservative genetics of endangered plants are very important to establish the management plans for the conservation of biodiversity. Rosewood is an evergreen tree of the Amazon region and its essential oil has great acceptance in the medical and cosmetic industry. The present study aimed to explore the genetic diversity and population structure of 90 rosewood accessions collected from eight localities of Peruvian Amazon territory through DArTseq markers. A total of 7485 informative markers resulted from genotyping by sequencing (GBS) analysis were used for the molecular characterization of rosewood germplasm. Mean values of various calculated diversity parameters like observed number of alleles (1.962), the effective number of alleles (1.669), unbiased expected heterozygosity (0.411), and percent polymorphism (93.51%) over the entire germplasm showed the existence of a good level of genetic variations. Our results showed that the Mairiricay population was more diverse compared to the rest of the populations. Tamshiyacu-2 and Mairiricay-15 accessions were found genetically distinct accessions. The analysis of molecular variance (AMOVA) reflected maximum variations (75%) are due to differences within populations. The implemented clustering algorithms, i.e.; STRUCTURE, neighbor-joining analysis and principal coordinate analysis (PCoA) separated the studied germplasm on the basis of their geographical locations. Diversity indices for STRUCTURE-based populations showed that subpopulation A is more diverse population than the rest of the populations, for such reason, individuals belonging to this subpopulation should be used for reintroduction or reinforcement plans of rosewood conservation. We envisage that molecular characterization of Peruvian rosewood germplasm with DArTseq markers will provide a platform for the conservation, management and restoration of endangered rosewood in upcoming years. |
publishDate |
2021 |
dc.date.accessioned.none.fl_str_mv |
2023-08-11T14:38:16Z |
dc.date.available.none.fl_str_mv |
2023-08-11T14:38:16Z |
dc.date.issued.fl_str_mv |
2021-02-08 |
dc.type.es_PE.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
dc.identifier.citation.es_PE.fl_str_mv |
Nadeem, M. A.; Guizado, S. J. V.; Shahid, M. Q.; Nawaz, M. A.; Habyarimana, E.; Ercişli, S.; ... & Baloch, F. S. (2021). In-depth genetic diversity and population structure of endangered Peruvian Amazon rosewood germplasm using Genotyping by Sequencing (GBS) technology. Forests, 12(2), 197. doi: 10.3390/f12020197 |
dc.identifier.issn.none.fl_str_mv |
1999-4907 |
dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/20.500.12955/2244 |
dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.3390/f12020197 |
identifier_str_mv |
Nadeem, M. A.; Guizado, S. J. V.; Shahid, M. Q.; Nawaz, M. A.; Habyarimana, E.; Ercişli, S.; ... & Baloch, F. S. (2021). In-depth genetic diversity and population structure of endangered Peruvian Amazon rosewood germplasm using Genotyping by Sequencing (GBS) technology. Forests, 12(2), 197. doi: 10.3390/f12020197 1999-4907 |
url |
https://hdl.handle.net/20.500.12955/2244 https://doi.org/10.3390/f12020197 |
dc.language.iso.es_PE.fl_str_mv |
eng |
language |
eng |
dc.relation.ispartof.es_PE.fl_str_mv |
urn:issn:1999-4907 |
dc.relation.ispartofseries.es_PE.fl_str_mv |
Forests |
dc.rights.es_PE.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.uri.es_PE.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/ |
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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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Azhar Nadeem, MuhammadVasquez Guizado, Stalin JuanQasim Shahid, MuhammadAmjad Nawaz, MuhammadHabyarimana, EphremErcişli, SezaiAli, FawadKaraköy, TolgaAasim, MuhammadHatipoğlu, RüştüCastro Gómez, Juan CarlosMarapara Del Aguila, Jorge LuisAdrianzén Julca, Pedro MarcelinoTorres Canales, EsperanzaHwan Yang, SeungChung, GyuhwaShehzad Baloch, Faheem2023-08-11T14:38:16Z2023-08-11T14:38:16Z2021-02-08Nadeem, M. A.; Guizado, S. J. V.; Shahid, M. Q.; Nawaz, M. A.; Habyarimana, E.; Ercişli, S.; ... & Baloch, F. S. (2021). In-depth genetic diversity and population structure of endangered Peruvian Amazon rosewood germplasm using Genotyping by Sequencing (GBS) technology. Forests, 12(2), 197. doi: 10.3390/f120201971999-4907https://hdl.handle.net/20.500.12955/2244https://doi.org/10.3390/f12020197Research studies on conservative genetics of endangered plants are very important to establish the management plans for the conservation of biodiversity. Rosewood is an evergreen tree of the Amazon region and its essential oil has great acceptance in the medical and cosmetic industry. The present study aimed to explore the genetic diversity and population structure of 90 rosewood accessions collected from eight localities of Peruvian Amazon territory through DArTseq markers. A total of 7485 informative markers resulted from genotyping by sequencing (GBS) analysis were used for the molecular characterization of rosewood germplasm. Mean values of various calculated diversity parameters like observed number of alleles (1.962), the effective number of alleles (1.669), unbiased expected heterozygosity (0.411), and percent polymorphism (93.51%) over the entire germplasm showed the existence of a good level of genetic variations. Our results showed that the Mairiricay population was more diverse compared to the rest of the populations. Tamshiyacu-2 and Mairiricay-15 accessions were found genetically distinct accessions. The analysis of molecular variance (AMOVA) reflected maximum variations (75%) are due to differences within populations. The implemented clustering algorithms, i.e.; STRUCTURE, neighbor-joining analysis and principal coordinate analysis (PCoA) separated the studied germplasm on the basis of their geographical locations. Diversity indices for STRUCTURE-based populations showed that subpopulation A is more diverse population than the rest of the populations, for such reason, individuals belonging to this subpopulation should be used for reintroduction or reinforcement plans of rosewood conservation. We envisage that molecular characterization of Peruvian rosewood germplasm with DArTseq markers will provide a platform for the conservation, management and restoration of endangered rosewood in upcoming years.Authors are very grateful to Servicio Nacional Forestal y de Fauna Silvestre (SERFOR), Peru for providing the financial support for the collection of germplasm (1360-2018-MINAGRI-SERFOR-CAF). Authors also pay their gratitude to Programa Nacional de Innovación Agraria (PNIA), Peru for providing a scientific internship to Stalin Juan Vasquez Guizado (156-2018-INIA-PNIA), at the Bolu Abant Izzet Baysal University, Bolu, Turkey.application/pdfengMDPICHurn:issn:1999-4907Forestsinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Instituto Nacional de Innovación AgrariaRepositorio Institucional - INIAreponame:INIA-Institucionalinstname:Instituto Nacional de Innovación Agrariainstacron:INIAAniba rosaeodoraDArTseqGermplasm characterizationMolecular markersPopulation geneticshttps://purl.org/pe-repo/ocde/ford#4.01.02Aniba rosaeodoraAnibaGenetic markersMarcadores genéticosPopulation geneticsGenética de poblacionesGenotyping-by-sequencingGenotipado mediante secuenciaciónIn-depth genetic diversity and population structure of endangered Peruvian Amazon rosewood germplasm using Genotyping by Sequencing (GBS) technologyinfo:eu-repo/semantics/articleORIGINALAzhar_et-al_2021_aniba_GBS.pdfAzhar_et-al_2021_aniba_GBS.pdfArticle (English)application/pdf2544453https://repositorio.inia.gob.pe/bitstreams/befebc1d-6956-40c3-87d2-14001987473c/download373b6b7b74c7be4eee11c9af6a2bddddMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.inia.gob.pe/bitstreams/721f707e-e392-46e9-a0a9-d7ae2789918d/download8a4605be74aa9ea9d79846c1fba20a33MD52TEXTAzhar_et-al_2021_aniba_GBS.pdf.txtAzhar_et-al_2021_aniba_GBS.pdf.txtExtracted texttext/plain66209https://repositorio.inia.gob.pe/bitstreams/5f4c0c0d-f748-4ca5-bfaa-3ecd572e6b37/downloade2f25b8b6405678b27bce633170e356eMD53THUMBNAILAzhar_et-al_2021_aniba_GBS.pdf.jpgAzhar_et-al_2021_aniba_GBS.pdf.jpgGenerated Thumbnailimage/jpeg1641https://repositorio.inia.gob.pe/bitstreams/ee2b0927-ef13-4801-a378-fd62410c3ee9/download50b7094931d595ae30c9d5539d3f4e63MD5420.500.12955/2244oai:repositorio.inia.gob.pe:20.500.12955/22442023-12-15 17:33:24.945https://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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Nota importante:
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).