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...

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Detalles Bibliográficos
Autores: 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
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
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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
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spelling 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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