Mapeamento de QTL's para componentes associados a biomassa em cana-de-açúcar

Detalhes bibliográficos
Autor(a) principal: Cruz, Malú Del Socorro Carranza
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFSCAR
Texto Completo: https://hdl.handle.net/20.500.14289/21811
Resumo: Sugarcane (Saccharum spp.) is one of the world's main agro-industrial crops, with about 124 countries producing sugar. During the 2021/2022 season, a global increase of 0.53% was observed, producing 181 million tons. Over the past 20 years in Peru, sugarcane has shown visible growth, with 2006 marking the year when growth began to accelerate. In 2021, production reached 12.309 million tons of cane, of which 79% were used for sugar production. Its importance lies in its use for sugar and ethanol production. Sugarcane is characterized as an autopolyploid with a high level of ploidy and aneuploidy in its gigagenome. The objective of this project was the identification and mapping of QTLs (quantitative trait loci) for agro-industrial traits in sugarcane, constructing a genetic map to identify genomic regions associated with plant height and diameter. The study population was developed by the Sugarcane Breeding Program at the Federal University of São Carlos (UFSCar). A total of 238 genotypes, derived from the cross between SP81-3250 and RB925345, were genotyped using SNP markers obtained through GBS (Genotyping by Sequencing) and evaluated in the field for plant height and diameter. By aligning the GBS sequences with the genomes of Sorghum and Saccharum spontaneum, approximately 152,000 and 250,000 variants, respectively, were identified. From this total, after all filtering steps and segregation analysis, 15,795 SNP markers were used to construct the genetic map. In addition, 285 gel-based marker fragments were also suitable for genetic map construction. A total of 2,016 markers were included in the linkage map, which consisted of 221 linkage groups, spanning 5,282 cM with a density of 3.06 cM.The mapping analysis identified two QTLs, one for plant height and another for plant diameter. For plant height, the QTL was located in linkage group 11, exhibited a 1:1 segregation pattern, and explained 6.38% of the observed phenotypic variation. For plant diameter, the QTL was located in linkage group 53, exhibited a 1:2:1 segregation pattern, and explained 4.59% of the observed phenotypic variation.
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spelling Cruz, Malú Del Socorro CarranzaCarneiro, Monalisa Sampaiohttp://lattes.cnpq.br/2696490871291334Balsalobre, Thiago Willian Almeidahttp://lattes.cnpq.br/6066420127585507http://lattes.cnpq.br/71485387988472272025-04-04T19:35:11Z2023-08-09CRUZ, Malú Del Socorro Carranza. Mapeamento de QTL's para componentes associados a biomassa em cana-de-açúcar. 2023. Dissertação (Mestrado em Produção Vegetal e Bioprocessos Associados) – Universidade Federal de São Carlos, Araras, 2023. Disponível em: https://repositorio.ufscar.br/handle/20.500.14289/21811.https://hdl.handle.net/20.500.14289/21811Sugarcane (Saccharum spp.) is one of the world's main agro-industrial crops, with about 124 countries producing sugar. During the 2021/2022 season, a global increase of 0.53% was observed, producing 181 million tons. Over the past 20 years in Peru, sugarcane has shown visible growth, with 2006 marking the year when growth began to accelerate. In 2021, production reached 12.309 million tons of cane, of which 79% were used for sugar production. Its importance lies in its use for sugar and ethanol production. Sugarcane is characterized as an autopolyploid with a high level of ploidy and aneuploidy in its gigagenome. The objective of this project was the identification and mapping of QTLs (quantitative trait loci) for agro-industrial traits in sugarcane, constructing a genetic map to identify genomic regions associated with plant height and diameter. The study population was developed by the Sugarcane Breeding Program at the Federal University of São Carlos (UFSCar). A total of 238 genotypes, derived from the cross between SP81-3250 and RB925345, were genotyped using SNP markers obtained through GBS (Genotyping by Sequencing) and evaluated in the field for plant height and diameter. By aligning the GBS sequences with the genomes of Sorghum and Saccharum spontaneum, approximately 152,000 and 250,000 variants, respectively, were identified. From this total, after all filtering steps and segregation analysis, 15,795 SNP markers were used to construct the genetic map. In addition, 285 gel-based marker fragments were also suitable for genetic map construction. A total of 2,016 markers were included in the linkage map, which consisted of 221 linkage groups, spanning 5,282 cM with a density of 3.06 cM.The mapping analysis identified two QTLs, one for plant height and another for plant diameter. For plant height, the QTL was located in linkage group 11, exhibited a 1:1 segregation pattern, and explained 6.38% of the observed phenotypic variation. For plant diameter, the QTL was located in linkage group 53, exhibited a 1:2:1 segregation pattern, and explained 4.59% of the observed phenotypic variation.A cana-de-açúcar (Saccharum spp.) é uma das principais culturas agroindustriais do mundo, cerca de 124 países no mundo produzem açúcar. Na campanha 2021/2022, em nível global, observou-se um aumento de 0,53%, produzindo 181 milhões de toneladas. E, nos últimos 20 anos, no Peru, a cana-deaçúcar apresentou um crescimento visível, sendo 2006 o ano em que o crescimento começou a acelerar. E, em 2021, a produção subiu para 12.309 mil toneladas de cana, das quais 79% foram destinadas à fabricação de açúcar. Sua importância se fundamenta na utilização para a produção de açúcar e etanol. A cana-de-açúcar caracteriza-se por ser autopoliploide com alto nível de ploidia e aneuploidia em seu gigagenoma. O objetivo deste projeto foi a identificação e mapeamento de QTL (caracteres de herança quantitativa) das características agroindustriais da cana-deaçúcar, construindo um mapa genético para identificar regiões genômicas associados à altura e diâmetro das plantas. A população de estudo foi desenvolvida pelo Programa de Melhoramento Genético da Cana-de-açúcar (PMGCA) da Universidade Federal de São Carlos (UFSCar). Ao todo, 238 genótipos, derivados do cruzamento entre SP81-3250 e RB925345, foram genotipados para marcadores SNP a partir de GBS (Genotyping by Sequencing) e avaliados à campo para altura e diâmetros de plantas. A partir do alinhamento das sequências do GBS com os genomas de Sorghum e Sacharum spontaneum foram identificadas cerca de 152.000 e 250.000 variantes, respectivamente. Deste total, após todas as etapas de filtragem e análise de segregação, foram levados para construção do mapa genético 15.795 marcadores SNP. Em adição, 285 fragmentos de marcadores baseados em gel também foram aptos para construção do mapa genético. Um total de 2016 marcadores fizeram parte do mapa de ligação, composto por 221 grupos de ligação, com tamanho de 5.282 cM e densidade de 3,06 cM. A análise de mapeamento identificou dois QTL (caracteres de herança quantitativa), um para altura e outro para diâmetro plantas. Para altura de plantas o QTL está localizado no grupo de ligação 11, apresentou segregação 1:1 e explicou 6,38% da variação fenotípica observada. Enquanto que o QTL para diâmetro de plantas está localizado no grupo de ligação 53, apresentou segregação 1:2:1 e explicou 4,59% da variação fenotípica observada.Não recebi financiamentoporUniversidade Federal de São CarlosCâmpus ArarasPrograma de Pós-Graduação em Produção Vegetal e Bioprocessos Associados - PPGPVBA-ArUFSCarAttribution-NonCommercial-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccessSaccharum spp.QTLPolyploidyGenetic mapPoliploidiaMapa genéticoCIENCIAS AGRARIASMapeamento de QTL's para componentes associados a biomassa em cana-de-açúcarQTL mapping for components associated with biomass in sugarcaneinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisreponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINALDissertação de Mestrado_Cruz.pdfDissertação de Mestrado_Cruz.pdfapplication/pdf691042https://repositorio.ufscar.br/bitstreams/7c0b8c88-a5c9-41e0-a2dd-5009c7d3d3ca/download2bf7aaaad543d2dc1551239f0301363fMD51trueAnonymousREADTEXTDissertação de Mestrado_Cruz.pdf.txtDissertação de Mestrado_Cruz.pdf.txtExtracted texttext/plain101745https://repositorio.ufscar.br/bitstreams/5673bff7-9d9e-482e-88fa-12eadd320c57/download0efdc15591d8ec1d5f84ed1c4b22de9eMD53falseAnonymousREADTHUMBNAILDissertação de Mestrado_Cruz.pdf.jpgDissertação de Mestrado_Cruz.pdf.jpgGenerated Thumbnailimage/jpeg4066https://repositorio.ufscar.br/bitstreams/aeb81001-479b-4c8f-802b-92d7da4fcbc7/download83494ce70ed33de8bfd2724135230427MD54falseAnonymousREADCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8905https://repositorio.ufscar.br/bitstreams/f887e85f-dd0f-498b-a6d2-4c3176ac8656/download57e258e544f104f04afb1d5e5b4e53c0MD52falseAnonymousREAD20.500.14289/218112025-04-05 00:14:38.873http://creativecommons.org/licenses/by-nc-nd/3.0/br/Attribution-NonCommercial-NoDerivs 3.0 Brazilopen.accessoai:repositorio.ufscar.br:20.500.14289/21811https://repositorio.ufscar.brRepositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestrepositorio.sibi@ufscar.bropendoar:43222025-04-05T03:14:38Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.por.fl_str_mv Mapeamento de QTL's para componentes associados a biomassa em cana-de-açúcar
dc.title.alternative.eng.fl_str_mv QTL mapping for components associated with biomass in sugarcane
title Mapeamento de QTL's para componentes associados a biomassa em cana-de-açúcar
spellingShingle Mapeamento de QTL's para componentes associados a biomassa em cana-de-açúcar
Cruz, Malú Del Socorro Carranza
Saccharum spp.
QTL
Polyploidy
Genetic map
Poliploidia
Mapa genético
CIENCIAS AGRARIAS
title_short Mapeamento de QTL's para componentes associados a biomassa em cana-de-açúcar
title_full Mapeamento de QTL's para componentes associados a biomassa em cana-de-açúcar
title_fullStr Mapeamento de QTL's para componentes associados a biomassa em cana-de-açúcar
title_full_unstemmed Mapeamento de QTL's para componentes associados a biomassa em cana-de-açúcar
title_sort Mapeamento de QTL's para componentes associados a biomassa em cana-de-açúcar
author Cruz, Malú Del Socorro Carranza
author_facet Cruz, Malú Del Socorro Carranza
author_role author
dc.contributor.authorlattes.none.fl_str_mv http://lattes.cnpq.br/7148538798847227
dc.contributor.author.fl_str_mv Cruz, Malú Del Socorro Carranza
dc.contributor.advisor1.fl_str_mv Carneiro, Monalisa Sampaio
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/2696490871291334
dc.contributor.advisor-co1.fl_str_mv Balsalobre, Thiago Willian Almeida
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/6066420127585507
contributor_str_mv Carneiro, Monalisa Sampaio
Balsalobre, Thiago Willian Almeida
dc.subject.eng.fl_str_mv Saccharum spp.
QTL
Polyploidy
Genetic map
topic Saccharum spp.
QTL
Polyploidy
Genetic map
Poliploidia
Mapa genético
CIENCIAS AGRARIAS
dc.subject.por.fl_str_mv Poliploidia
Mapa genético
dc.subject.cnpq.fl_str_mv CIENCIAS AGRARIAS
description Sugarcane (Saccharum spp.) is one of the world's main agro-industrial crops, with about 124 countries producing sugar. During the 2021/2022 season, a global increase of 0.53% was observed, producing 181 million tons. Over the past 20 years in Peru, sugarcane has shown visible growth, with 2006 marking the year when growth began to accelerate. In 2021, production reached 12.309 million tons of cane, of which 79% were used for sugar production. Its importance lies in its use for sugar and ethanol production. Sugarcane is characterized as an autopolyploid with a high level of ploidy and aneuploidy in its gigagenome. The objective of this project was the identification and mapping of QTLs (quantitative trait loci) for agro-industrial traits in sugarcane, constructing a genetic map to identify genomic regions associated with plant height and diameter. The study population was developed by the Sugarcane Breeding Program at the Federal University of São Carlos (UFSCar). A total of 238 genotypes, derived from the cross between SP81-3250 and RB925345, were genotyped using SNP markers obtained through GBS (Genotyping by Sequencing) and evaluated in the field for plant height and diameter. By aligning the GBS sequences with the genomes of Sorghum and Saccharum spontaneum, approximately 152,000 and 250,000 variants, respectively, were identified. From this total, after all filtering steps and segregation analysis, 15,795 SNP markers were used to construct the genetic map. In addition, 285 gel-based marker fragments were also suitable for genetic map construction. A total of 2,016 markers were included in the linkage map, which consisted of 221 linkage groups, spanning 5,282 cM with a density of 3.06 cM.The mapping analysis identified two QTLs, one for plant height and another for plant diameter. For plant height, the QTL was located in linkage group 11, exhibited a 1:1 segregation pattern, and explained 6.38% of the observed phenotypic variation. For plant diameter, the QTL was located in linkage group 53, exhibited a 1:2:1 segregation pattern, and explained 4.59% of the observed phenotypic variation.
publishDate 2023
dc.date.issued.fl_str_mv 2023-08-09
dc.date.accessioned.fl_str_mv 2025-04-04T19:35:11Z
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dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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dc.identifier.citation.fl_str_mv CRUZ, Malú Del Socorro Carranza. Mapeamento de QTL's para componentes associados a biomassa em cana-de-açúcar. 2023. Dissertação (Mestrado em Produção Vegetal e Bioprocessos Associados) – Universidade Federal de São Carlos, Araras, 2023. Disponível em: https://repositorio.ufscar.br/handle/20.500.14289/21811.
dc.identifier.uri.fl_str_mv https://hdl.handle.net/20.500.14289/21811
identifier_str_mv CRUZ, Malú Del Socorro Carranza. Mapeamento de QTL's para componentes associados a biomassa em cana-de-açúcar. 2023. Dissertação (Mestrado em Produção Vegetal e Bioprocessos Associados) – Universidade Federal de São Carlos, Araras, 2023. Disponível em: https://repositorio.ufscar.br/handle/20.500.14289/21811.
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http://creativecommons.org/licenses/by-nc-nd/3.0/br/
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http://creativecommons.org/licenses/by-nc-nd/3.0/br/
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Câmpus Araras
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