Estudos genômicos em Cocos nucifera L.: construção de mapa genético, mapeamento de QTL de florescimento e seleção de marcadores informativos de ancestralidade em subvariedades de coqueiro anão

Detalhes bibliográficos
Ano de defesa: 2023
Autor(a) principal: Alves, Wellington Bruno dos Santos
Orientador(a): Grattapaglia, Dario
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Católica de Brasília
Programa de Pós-Graduação: Programa Stricto Sensu em Ciências Genômicas e Biotecnologia
Departamento: Escola de Saúde e Medicina
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: https://bdtd.ucb.br:8443/jspui/handle/tede/3607
Resumo: The coconut palm (Cocos nucifera L.) is known as the "tree of life" due to its importance in providing vital resources to millions of farmers, with diverse uses of its products. The coconut palm is a perennial, diploid monocotyledon (2n = 32), with a relatively large genome (1C = 2.74 Gb). It belongs to the Arecaceae family (Palmae) and is the only species in the genus Cocos. With its center of origin located between Southeast Asia and Melanesia, where it exhibits the greatest genetic diversity, the coconut palm is cultivated in more than 92 countries, covering over 12 million hectares worldwide. The plants of this species are divided into two groups based on morphology, genetic diversity, and predominant mode of reproduction. The tall coconut palm is more resistant, cross-pollinated, tall in stature, and late-flowering. In contrast, the dwarf variety is shorter, susceptible to pests and diseases, self-pollinating, with low genetic diversity, and early-flowering. Despite its global socioeconomic importance, advances in coconut breeding have been modest due to its perennial nature, long generational cycle, late flowering, and large tree size, which demand extensive experimental areas and long-term continuous investments. In the first part of the present study, a genetic map was built using an F2 population of coconut generated by open pollination between F1 hybrids originally generated by crossing the Brazilian Green Dwarf Jequi (BGDJ) and the West African Tall (WAT). The approach exploited the fact that the BGDJ variety is autogamous and highly homozygous, while the WAT variety is allogamous and genetically diverse. A high-density linkage map was constructed with approximately 3,000 DArTseq SNPs filtered for high quality, anchored on two independently published genomes assembled at chromosome scale. In the YANG genome, the linkage map covered the 1035 Mb of the genome constructed by short-read sequencing, corresponding to a coverage of approximately 43.14% of the 2400 Mb genome. In the WANG genome, which was more complete because it was constructed using Nanopore sequencing and chromatin contact technology (Hi-C), the genetic map covered 2382 Mb, representing 99.27% of the genome. In the second part of this work, taking advantage of the strong segregation for precocity traits in the F2, a major-effect QTL with incomplete dominance was mapped for flowering time (LOD score = 11.86). The FLOWERING LOCUS T (FT), previously reported to be involved in the control of flowering in coconut through alternative splicing variant analysis, was colocalized with the major effect QTL within a 200 kb window, providing evidence for its role as the functional variant underlying the distinction in flowering behavior between the Dwarf and Tall types. Major effect QTLs were also detected for plant development traits in the same genomic region, suggesting pleiotropism of the FT gene in relation to other precocity traits. In a third part of this study, dwarf and tall coconut accessions were genotyped via DArTseq for a detailed characterization of polymorphism between them, aiming to provide a genome-wide SNP resource for future use in diversity studies, genetic mapping and genomic selection in the genus. A catalog of 11,925 SNPs uniquely positioned in the 16 pseudochromosomes of the YANG reference genome was generated. Based on this SNP catalog, genomic regions of higher and lower genetic differentiation between cultivars were identified, focusing on dwarf coconut cultivars that historically display low differentiation. Finally, based on the distribution and differentiation of allele frequencies among the different cultivars, a set of 45 ancestry informative SNPs (AIM Ancestry Informative Markers) was selected, capable of recovering the same genetic structure obtained using all 11,925 SNPs and efficiently allocating individuals to their respective cultivars, as well as quantifying the genomic proportions of dwarf and tall genomes in a recombinant F2 hybrid generation.
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spelling Grattapaglia, DarioAlves, Wellington Bruno dos Santos2025-03-26T22:54:02Z2023-08-09ALVES, Wellington Bruno dos Santos. Estudos genômicos em Cocos nucifera L.: construção de mapa genético, mapeamento de QTL de florescimento e seleção de marcadores informativos de ancestralidade em subvariedades de coqueiro anão. 2023. 128 f. Tese (Programa Stricto Sensu em Ciências Genômicas e Biotecnologia) - Universidade Católica de Brasília, Brasília, 2023.https://bdtd.ucb.br:8443/jspui/handle/tede/3607The coconut palm (Cocos nucifera L.) is known as the "tree of life" due to its importance in providing vital resources to millions of farmers, with diverse uses of its products. The coconut palm is a perennial, diploid monocotyledon (2n = 32), with a relatively large genome (1C = 2.74 Gb). It belongs to the Arecaceae family (Palmae) and is the only species in the genus Cocos. With its center of origin located between Southeast Asia and Melanesia, where it exhibits the greatest genetic diversity, the coconut palm is cultivated in more than 92 countries, covering over 12 million hectares worldwide. The plants of this species are divided into two groups based on morphology, genetic diversity, and predominant mode of reproduction. The tall coconut palm is more resistant, cross-pollinated, tall in stature, and late-flowering. In contrast, the dwarf variety is shorter, susceptible to pests and diseases, self-pollinating, with low genetic diversity, and early-flowering. Despite its global socioeconomic importance, advances in coconut breeding have been modest due to its perennial nature, long generational cycle, late flowering, and large tree size, which demand extensive experimental areas and long-term continuous investments. In the first part of the present study, a genetic map was built using an F2 population of coconut generated by open pollination between F1 hybrids originally generated by crossing the Brazilian Green Dwarf Jequi (BGDJ) and the West African Tall (WAT). The approach exploited the fact that the BGDJ variety is autogamous and highly homozygous, while the WAT variety is allogamous and genetically diverse. A high-density linkage map was constructed with approximately 3,000 DArTseq SNPs filtered for high quality, anchored on two independently published genomes assembled at chromosome scale. In the YANG genome, the linkage map covered the 1035 Mb of the genome constructed by short-read sequencing, corresponding to a coverage of approximately 43.14% of the 2400 Mb genome. In the WANG genome, which was more complete because it was constructed using Nanopore sequencing and chromatin contact technology (Hi-C), the genetic map covered 2382 Mb, representing 99.27% of the genome. In the second part of this work, taking advantage of the strong segregation for precocity traits in the F2, a major-effect QTL with incomplete dominance was mapped for flowering time (LOD score = 11.86). The FLOWERING LOCUS T (FT), previously reported to be involved in the control of flowering in coconut through alternative splicing variant analysis, was colocalized with the major effect QTL within a 200 kb window, providing evidence for its role as the functional variant underlying the distinction in flowering behavior between the Dwarf and Tall types. Major effect QTLs were also detected for plant development traits in the same genomic region, suggesting pleiotropism of the FT gene in relation to other precocity traits. In a third part of this study, dwarf and tall coconut accessions were genotyped via DArTseq for a detailed characterization of polymorphism between them, aiming to provide a genome-wide SNP resource for future use in diversity studies, genetic mapping and genomic selection in the genus. A catalog of 11,925 SNPs uniquely positioned in the 16 pseudochromosomes of the YANG reference genome was generated. Based on this SNP catalog, genomic regions of higher and lower genetic differentiation between cultivars were identified, focusing on dwarf coconut cultivars that historically display low differentiation. Finally, based on the distribution and differentiation of allele frequencies among the different cultivars, a set of 45 ancestry informative SNPs (AIM Ancestry Informative Markers) was selected, capable of recovering the same genetic structure obtained using all 11,925 SNPs and efficiently allocating individuals to their respective cultivars, as well as quantifying the genomic proportions of dwarf and tall genomes in a recombinant F2 hybrid generation.O coqueiro (Cocos nucifera L.) é uma palmeira conhecida como "árvore da vida" devido à sua importância em fornecer recursos vitais para milhões de agricultores, com diversos usos de seus produtos. O coqueiro é uma monocotiledônea perene, diploide (2n = 32), com um genoma relativamente grande (1C = 2,74 Gb). Pertence à família Arecaceae (Palmae) e é a única espécie do gênero Cocos. Com seu centro de origem localizado entre o sudoeste da Ásia e a Melanésia, onde apresenta maior diversidade genética, o coqueiro é cultivado em mais de 92 países, abrangendo mais de 12 milhões de hectares em todo o mundo. As plantas dessa espécie são divididas em dois grupos com base na morfologia, diversidade genética e modo predominante de reprodução, o coqueiro gigante e o coqueiro anão. O coqueiro gigante, é mais resistente, de polinização cruzada, de porte alto e florescimento tardio, por outro lado, a variedade anã, é de porte baixo, suscetível a pragas e doenças, são autógamos e de baixa diversidade genética com florescimento precoce. Apesar de sua importância socioeconômica mundial, os avanços no melhoramento do coqueiro têm sido modestos devido à sua perenidade, longo ciclo geracional, floração tardia e grande porte, características que demandam extensas áreas experimentais e investimentos contínuos a longo prazo. No presente estudo, foi construído um mapa genético de alta densidade em uma população de coqueiro F2 gerada por polinização aberta entre híbridos F1 originalmente gerados pelo cruzamento entre o anão verde brasileiro de Jequi (AVeBRJ) e o Gigante do Oeste da África (GOA). A abordagem explorou o fato de que a variedade AVeBRJ é autógama e altamente homozigota, enquanto a variedade GOA é alogama e geneticamente diversa. Foi construído um mapa de ligação de alta densidade com aproximadamente 3.000 SNPs obtidos via genotipagem por sequenciamento com a técnica DArTseq, filtrados para alta qualidade, ancorados em dois genomas publicados de forma independente montados em escala cromossômica. No genoma YANG, o mapa de ligação cobriu os 1035 Mb do genoma construído por sequenciamento de leitura curta, correspondendo a uma cobertura de aproximadamente 43,14% do genoma de 2400 Mb. No genoma WANG, mais completo pois construído utilizando sequenciamento Nanopore e tecnologia de contato de cromatina (Hi-C), o mapa genético cobriu 2382 Mb, representando 99,27% do genoma. Aproveitando a forte segregação para precocidade na F2, em uma segunda etapa do trabalho, um QTL de efeito maior com dominância incompleta foi mapeado para o florescimento precoce (LOD score= 11,86). O FLOWERING LOCUS T (FT), anteriormente relatado como envolvido no controle da floração em coqueiros por meio da análise de variantes de splicing alternativo, foi colocalizado com o QTL de efeito principal em uma janela de 200 kb, fornecendo evidências de seu papel como a variante funcional subjacente à distinção no tempo de florescimento entre os tipos Anão e Gigante. QTLs de efeito maior também foram detectados para características de desenvolvimento da planta na mesma região genômica, sugerindo pleiotropismo do gene FT em relação a outras características de precocidade. Em uma terceira etapa deste 6 estudo, acessos de coqueiro anão e gigante foram genotipados e caracterizados detalhadamente visando fornecer um recurso de marcadores SNPs no genoma para utilização futura em estudos de diversidade, mapeamento genético e seleção genômica no gênero. Foi gerado um catálogo de 11.925 SNPs posicionados de forma única nos 16 pseudocromossomos do genoma YANG de referência. Com base neste catálogo de SNPs foram identificadas regiões genômicas de maior e menor diferenciação entre os cultivares, com foco nos cultivares de coqueiro anão que historicamente apresentam elevada homozigose e baixa diferenciação. Finalmente, com base na distribuição e diferenciação de frequências alélicas entre os diferentes cultivares foi selecionado um conjunto de 45 SNPs informativos de ancestralidade (AIM Ancestry Informative Markers), capazes recuperar a mesma estrutura genética detectada com os 11.925 SNPs bem como alocar com eficiência indivíduos a suas respectivas cultivares bem como quantificar as respectivas proporções de genomas de anão e gigante em híbridos recombinantes de uma geração F2.Submitted by Claudia Carvalho (claudia.carvalho@ucb.br) on 2025-01-21T19:20:51Z No. of bitstreams: 1 WellingtonBrunodosSantosTese2024.pdf: 2693878 bytes, checksum: f1a24f7bf5e5e6bf2e9d51901b121bdc (MD5)Approved for entry into archive by Sara Ribeiro (sara.ribeiro@ucb.br) on 2025-03-26T22:54:02Z (GMT) No. of bitstreams: 1 WellingtonBrunodosSantosTese2024.pdf: 2693878 bytes, checksum: f1a24f7bf5e5e6bf2e9d51901b121bdc (MD5)Made available in DSpace on 2025-03-26T22:54:02Z (GMT). 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dc.title.por.fl_str_mv Estudos genômicos em Cocos nucifera L.: construção de mapa genético, mapeamento de QTL de florescimento e seleção de marcadores informativos de ancestralidade em subvariedades de coqueiro anão
title Estudos genômicos em Cocos nucifera L.: construção de mapa genético, mapeamento de QTL de florescimento e seleção de marcadores informativos de ancestralidade em subvariedades de coqueiro anão
spellingShingle Estudos genômicos em Cocos nucifera L.: construção de mapa genético, mapeamento de QTL de florescimento e seleção de marcadores informativos de ancestralidade em subvariedades de coqueiro anão
Alves, Wellington Bruno dos Santos
Cocos nucifera
Mapeamento genético
Tempo de florescimento
SNPs informativos de ancestralidade
Estrutura genética
DArTseq
Genetic mapping
Flowering time
Ancestry informative SNPs genetic structure
CNPQ::CIENCIAS BIOLOGICAS
title_short Estudos genômicos em Cocos nucifera L.: construção de mapa genético, mapeamento de QTL de florescimento e seleção de marcadores informativos de ancestralidade em subvariedades de coqueiro anão
title_full Estudos genômicos em Cocos nucifera L.: construção de mapa genético, mapeamento de QTL de florescimento e seleção de marcadores informativos de ancestralidade em subvariedades de coqueiro anão
title_fullStr Estudos genômicos em Cocos nucifera L.: construção de mapa genético, mapeamento de QTL de florescimento e seleção de marcadores informativos de ancestralidade em subvariedades de coqueiro anão
title_full_unstemmed Estudos genômicos em Cocos nucifera L.: construção de mapa genético, mapeamento de QTL de florescimento e seleção de marcadores informativos de ancestralidade em subvariedades de coqueiro anão
title_sort Estudos genômicos em Cocos nucifera L.: construção de mapa genético, mapeamento de QTL de florescimento e seleção de marcadores informativos de ancestralidade em subvariedades de coqueiro anão
author Alves, Wellington Bruno dos Santos
author_facet Alves, Wellington Bruno dos Santos
author_role author
dc.contributor.advisor1.fl_str_mv Grattapaglia, Dario
dc.contributor.author.fl_str_mv Alves, Wellington Bruno dos Santos
contributor_str_mv Grattapaglia, Dario
dc.subject.por.fl_str_mv Cocos nucifera
Mapeamento genético
Tempo de florescimento
SNPs informativos de ancestralidade
Estrutura genética
DArTseq
topic Cocos nucifera
Mapeamento genético
Tempo de florescimento
SNPs informativos de ancestralidade
Estrutura genética
DArTseq
Genetic mapping
Flowering time
Ancestry informative SNPs genetic structure
CNPQ::CIENCIAS BIOLOGICAS
dc.subject.eng.fl_str_mv Genetic mapping
Flowering time
Ancestry informative SNPs genetic structure
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS BIOLOGICAS
description The coconut palm (Cocos nucifera L.) is known as the "tree of life" due to its importance in providing vital resources to millions of farmers, with diverse uses of its products. The coconut palm is a perennial, diploid monocotyledon (2n = 32), with a relatively large genome (1C = 2.74 Gb). It belongs to the Arecaceae family (Palmae) and is the only species in the genus Cocos. With its center of origin located between Southeast Asia and Melanesia, where it exhibits the greatest genetic diversity, the coconut palm is cultivated in more than 92 countries, covering over 12 million hectares worldwide. The plants of this species are divided into two groups based on morphology, genetic diversity, and predominant mode of reproduction. The tall coconut palm is more resistant, cross-pollinated, tall in stature, and late-flowering. In contrast, the dwarf variety is shorter, susceptible to pests and diseases, self-pollinating, with low genetic diversity, and early-flowering. Despite its global socioeconomic importance, advances in coconut breeding have been modest due to its perennial nature, long generational cycle, late flowering, and large tree size, which demand extensive experimental areas and long-term continuous investments. In the first part of the present study, a genetic map was built using an F2 population of coconut generated by open pollination between F1 hybrids originally generated by crossing the Brazilian Green Dwarf Jequi (BGDJ) and the West African Tall (WAT). The approach exploited the fact that the BGDJ variety is autogamous and highly homozygous, while the WAT variety is allogamous and genetically diverse. A high-density linkage map was constructed with approximately 3,000 DArTseq SNPs filtered for high quality, anchored on two independently published genomes assembled at chromosome scale. In the YANG genome, the linkage map covered the 1035 Mb of the genome constructed by short-read sequencing, corresponding to a coverage of approximately 43.14% of the 2400 Mb genome. In the WANG genome, which was more complete because it was constructed using Nanopore sequencing and chromatin contact technology (Hi-C), the genetic map covered 2382 Mb, representing 99.27% of the genome. In the second part of this work, taking advantage of the strong segregation for precocity traits in the F2, a major-effect QTL with incomplete dominance was mapped for flowering time (LOD score = 11.86). The FLOWERING LOCUS T (FT), previously reported to be involved in the control of flowering in coconut through alternative splicing variant analysis, was colocalized with the major effect QTL within a 200 kb window, providing evidence for its role as the functional variant underlying the distinction in flowering behavior between the Dwarf and Tall types. Major effect QTLs were also detected for plant development traits in the same genomic region, suggesting pleiotropism of the FT gene in relation to other precocity traits. In a third part of this study, dwarf and tall coconut accessions were genotyped via DArTseq for a detailed characterization of polymorphism between them, aiming to provide a genome-wide SNP resource for future use in diversity studies, genetic mapping and genomic selection in the genus. A catalog of 11,925 SNPs uniquely positioned in the 16 pseudochromosomes of the YANG reference genome was generated. Based on this SNP catalog, genomic regions of higher and lower genetic differentiation between cultivars were identified, focusing on dwarf coconut cultivars that historically display low differentiation. Finally, based on the distribution and differentiation of allele frequencies among the different cultivars, a set of 45 ancestry informative SNPs (AIM Ancestry Informative Markers) was selected, capable of recovering the same genetic structure obtained using all 11,925 SNPs and efficiently allocating individuals to their respective cultivars, as well as quantifying the genomic proportions of dwarf and tall genomes in a recombinant F2 hybrid generation.
publishDate 2023
dc.date.issued.fl_str_mv 2023-08-09
dc.date.accessioned.fl_str_mv 2025-03-26T22:54:02Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv ALVES, Wellington Bruno dos Santos. Estudos genômicos em Cocos nucifera L.: construção de mapa genético, mapeamento de QTL de florescimento e seleção de marcadores informativos de ancestralidade em subvariedades de coqueiro anão. 2023. 128 f. Tese (Programa Stricto Sensu em Ciências Genômicas e Biotecnologia) - Universidade Católica de Brasília, Brasília, 2023.
dc.identifier.uri.fl_str_mv https://bdtd.ucb.br:8443/jspui/handle/tede/3607
identifier_str_mv ALVES, Wellington Bruno dos Santos. Estudos genômicos em Cocos nucifera L.: construção de mapa genético, mapeamento de QTL de florescimento e seleção de marcadores informativos de ancestralidade em subvariedades de coqueiro anão. 2023. 128 f. Tese (Programa Stricto Sensu em Ciências Genômicas e Biotecnologia) - Universidade Católica de Brasília, Brasília, 2023.
url https://bdtd.ucb.br:8443/jspui/handle/tede/3607
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv Universidade Católica de Brasília
dc.publisher.program.fl_str_mv Programa Stricto Sensu em Ciências Genômicas e Biotecnologia
dc.publisher.initials.fl_str_mv UCB
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Escola de Saúde e Medicina
publisher.none.fl_str_mv Universidade Católica de Brasília
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UCB
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reponame_str Biblioteca Digital de Teses e Dissertações da UCB
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