Mapeamento do sinal temporal ao longo de sequências de DNA-A do tomato severe rugose virus

Detalhes bibliográficos
Autor(a) principal: Ribeiro, João Pedro Ferreira
Data de Publicação: 2024
Tipo de documento: Trabalho de conclusão de curso
Idioma: por
Título da fonte: Repositório Institucional da UFU
Texto Completo: https://repositorio.ufu.br/handle/123456789/41498
Resumo: The genus Begomovirus (family Geminiviridae) constitutes one of the most diverse groups of plant viruses. They are known for their wide host range among dicotyledonous plants and are transmitted through a complex of cryptic species of whiteflies referred to as Bemisia tabaci. Populations of begomoviruses evolve rapidly through mechanisms of mutation, recombination, and pseudorecombination. The tomato severe rugose virus (ToSRV) causes significant damage to Brazilian tomato crops, especially in the central and southern regions of the country. Given the importance of ToSRV, this work aimed to analyze the temporal structure across their DNA-A sequences available from Genbank, obtained from viral isolates collected between 2000 and 2018. Additionally, the study aimed to quantify the impact of recombination events on the calibration of the molecular clock. To achieve this, a meticulous data curation process was carried out to obtain information on viral isolates such as collection location, host, and sampling date. Temporal signal evaluation analyses were conducted based on two primary datasets: the first including all DNA-A sequences, even duplicated ones, and the second maintaining only one representative isolate of each viral haplotype. Furthermore, multiple sequence alignments were also subjected to an automated refinement step. The alignments were sliced into sliding windows of 100, 200, and 300 nucleotides (nt) in length, with steps of 10, 20, and 30 nt, respectively. Root-to-tip linear regression analyses between the genetic distances and sampling dates of viral isolates were conducted using the TreeTime program. Overall, little temporal signal was observed throughout the DNA-A sequences of ToSRV, except for two segments within the coding regions of the central portion of the CP protein and the C-terminal portion of the Rep protein. It was concluded that subjecting the alignments to a preliminary refinement step improves the quality of results and that maintaining only one representative of each haplotype set invariably led to the same results as those alignments with duplicated sequences. Additionally, it was also observed that the occurrence of recombination events affects not only the intensity of the temporal signal but also the distribution pattern of R2 values calculated from root-to-tip linear regression analyses across DNA-A sequences of ToSRV.
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spelling Mapeamento do sinal temporal ao longo de sequências de DNA-A do tomato severe rugose virusBegomovírusBegomovirusFilodinâmicaPhylodynamicsRecombinaçãoRecombinationCNPQ::CIENCIAS AGRARIAS::AGRONOMIAThe genus Begomovirus (family Geminiviridae) constitutes one of the most diverse groups of plant viruses. They are known for their wide host range among dicotyledonous plants and are transmitted through a complex of cryptic species of whiteflies referred to as Bemisia tabaci. Populations of begomoviruses evolve rapidly through mechanisms of mutation, recombination, and pseudorecombination. The tomato severe rugose virus (ToSRV) causes significant damage to Brazilian tomato crops, especially in the central and southern regions of the country. Given the importance of ToSRV, this work aimed to analyze the temporal structure across their DNA-A sequences available from Genbank, obtained from viral isolates collected between 2000 and 2018. Additionally, the study aimed to quantify the impact of recombination events on the calibration of the molecular clock. To achieve this, a meticulous data curation process was carried out to obtain information on viral isolates such as collection location, host, and sampling date. Temporal signal evaluation analyses were conducted based on two primary datasets: the first including all DNA-A sequences, even duplicated ones, and the second maintaining only one representative isolate of each viral haplotype. Furthermore, multiple sequence alignments were also subjected to an automated refinement step. The alignments were sliced into sliding windows of 100, 200, and 300 nucleotides (nt) in length, with steps of 10, 20, and 30 nt, respectively. Root-to-tip linear regression analyses between the genetic distances and sampling dates of viral isolates were conducted using the TreeTime program. Overall, little temporal signal was observed throughout the DNA-A sequences of ToSRV, except for two segments within the coding regions of the central portion of the CP protein and the C-terminal portion of the Rep protein. It was concluded that subjecting the alignments to a preliminary refinement step improves the quality of results and that maintaining only one representative of each haplotype set invariably led to the same results as those alignments with duplicated sequences. Additionally, it was also observed that the occurrence of recombination events affects not only the intensity of the temporal signal but also the distribution pattern of R2 values calculated from root-to-tip linear regression analyses across DNA-A sequences of ToSRV.Trabalho de Conclusão de Curso (Graduação)O gênero Begomovirus (família Geminiviridae) constitui um dos mais diversos grupos de vírus que infectam plantas. Eles são conhecidos por sua ampla gama de hospedeiros dentre plantas dicotiledôneas e são transmitidos por meio de um complexo de espécies crípticas de moscas-brancas referido como Bemisia tabaci. Populações de begomovírus evoluem rapidamente por meio dos mecanismos de mutação, recombinação e pseudorecombinação. O tomato severe rugose virus (ToSRV) causa grandes prejuízos na tomaticultura brasileira, sobretudo nas regiões central e sul do país. Dada a importância do ToSRV, este trabalho se propôs a analisar a estrutura temporal ao longo de suas sequências de DNA-A disponíveis no Genbank obtidas de isolados coletados entre os anos de 2000 a 2018. Além disso, objetivou-se quantificar o impacto de eventos de recombinação sobre a calibração do relógio molecular. Para isso, foi realizado um processo criterioso de cura dos dados para obtenção de informações sobre os isolados virais tais como, local de coleta, hospedeiro e data de amostragem. As análises de avaliação do sinal temporal foram conduzidas com base em dois conjuntos de dados primários: um primeiro incluindo-se todas as sequências de DNA-A, inclusive aquelas duplicadas e um segundo mantendo-se apenas um isolado representante de cada haplótipo viral. Além disso, os alinhamentos múltiplos de sequências também foram submetidos a uma etapa automatizada de refinamento. Os alinhamentos foram fatiados em janelas móveis de 100, 200 e 300 nucleotídeos (nt) de comprimento, com 10, 20 e 30 nt de passo, respectivamente. Análises de regressão linear raiz-ponta entre as distâncias genéticas e as datas de amostragem dos isolados virais foram conduzidas no programa TreeTime. No geral, observou-se pouco sinal temporal ao longo das sequências de DNA-A do ToSRV, exceto para dois segmentos dentro das regiões codificadoras da porção central da proteína CP e da porção C-terminal da proteína Rep. Concluiu-se que a submissão dos alinhamentos a uma etapa prévia de refinamento melhora a qualidade dos resultados e que a manutenção de somente um representante de cada conjunto de haplótipos invariavelmente levou aos mesmos resultados que daqueles alinhamentos com sequências duplicadas. Além disso, foi também observado que a ocorrência de eventos de recombinação afeta não somente a intensidade do sinal temporal como também o padrão de distribuição dos valores de R² calculados a partir das análises de regressão linear raiz-ponta ao longo de sequências do DNA-A do ToSRV.Universidade Federal de UberlândiaBrasilAgronomiaLima, Alison Talis Martinshttp://lattes.cnpq.br/5848428341840005Sassaki, Flávio Tetsuohttp://lattes.cnpq.br/2376376397363061Polveiro, Richard Costahttp://lattes.cnpq.br/5189334432908681Ribeiro, João Pedro Ferreira2024-06-06T18:46:35Z2024-06-06T18:46:35Z2024-05-24info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bachelorThesisapplication/pdfRIBEIRO, João Pedro Ferreira. Mapeamento do sinal temporal ao longo de sequências de DNA-A do tomato severe rugose virus. 2024. 52 f. Trabalho de Conclusão de Curso (Graduação em Agronomia) – Universidade Federal de Uberlândia, Uberlândia, 2024.https://repositorio.ufu.br/handle/123456789/41498porinfo:eu-repo/semantics/embargoedAccessreponame:Repositório Institucional da UFUinstname:Universidade Federal de Uberlândia (UFU)instacron:UFU2024-07-01T17:39:45Zoai:repositorio.ufu.br:123456789/41498Repositório InstitucionalONGhttp://repositorio.ufu.br/oai/requestdiinf@dirbi.ufu.bropendoar:2024-07-01T17:39:45Repositório Institucional da UFU - Universidade Federal de Uberlândia (UFU)false
dc.title.none.fl_str_mv Mapeamento do sinal temporal ao longo de sequências de DNA-A do tomato severe rugose virus
title Mapeamento do sinal temporal ao longo de sequências de DNA-A do tomato severe rugose virus
spellingShingle Mapeamento do sinal temporal ao longo de sequências de DNA-A do tomato severe rugose virus
Ribeiro, João Pedro Ferreira
Begomovírus
Begomovirus
Filodinâmica
Phylodynamics
Recombinação
Recombination
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA
title_short Mapeamento do sinal temporal ao longo de sequências de DNA-A do tomato severe rugose virus
title_full Mapeamento do sinal temporal ao longo de sequências de DNA-A do tomato severe rugose virus
title_fullStr Mapeamento do sinal temporal ao longo de sequências de DNA-A do tomato severe rugose virus
title_full_unstemmed Mapeamento do sinal temporal ao longo de sequências de DNA-A do tomato severe rugose virus
title_sort Mapeamento do sinal temporal ao longo de sequências de DNA-A do tomato severe rugose virus
author Ribeiro, João Pedro Ferreira
author_facet Ribeiro, João Pedro Ferreira
author_role author
dc.contributor.none.fl_str_mv Lima, Alison Talis Martins
http://lattes.cnpq.br/5848428341840005
Sassaki, Flávio Tetsuo
http://lattes.cnpq.br/2376376397363061
Polveiro, Richard Costa
http://lattes.cnpq.br/5189334432908681
dc.contributor.author.fl_str_mv Ribeiro, João Pedro Ferreira
dc.subject.por.fl_str_mv Begomovírus
Begomovirus
Filodinâmica
Phylodynamics
Recombinação
Recombination
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA
topic Begomovírus
Begomovirus
Filodinâmica
Phylodynamics
Recombinação
Recombination
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA
description The genus Begomovirus (family Geminiviridae) constitutes one of the most diverse groups of plant viruses. They are known for their wide host range among dicotyledonous plants and are transmitted through a complex of cryptic species of whiteflies referred to as Bemisia tabaci. Populations of begomoviruses evolve rapidly through mechanisms of mutation, recombination, and pseudorecombination. The tomato severe rugose virus (ToSRV) causes significant damage to Brazilian tomato crops, especially in the central and southern regions of the country. Given the importance of ToSRV, this work aimed to analyze the temporal structure across their DNA-A sequences available from Genbank, obtained from viral isolates collected between 2000 and 2018. Additionally, the study aimed to quantify the impact of recombination events on the calibration of the molecular clock. To achieve this, a meticulous data curation process was carried out to obtain information on viral isolates such as collection location, host, and sampling date. Temporal signal evaluation analyses were conducted based on two primary datasets: the first including all DNA-A sequences, even duplicated ones, and the second maintaining only one representative isolate of each viral haplotype. Furthermore, multiple sequence alignments were also subjected to an automated refinement step. The alignments were sliced into sliding windows of 100, 200, and 300 nucleotides (nt) in length, with steps of 10, 20, and 30 nt, respectively. Root-to-tip linear regression analyses between the genetic distances and sampling dates of viral isolates were conducted using the TreeTime program. Overall, little temporal signal was observed throughout the DNA-A sequences of ToSRV, except for two segments within the coding regions of the central portion of the CP protein and the C-terminal portion of the Rep protein. It was concluded that subjecting the alignments to a preliminary refinement step improves the quality of results and that maintaining only one representative of each haplotype set invariably led to the same results as those alignments with duplicated sequences. Additionally, it was also observed that the occurrence of recombination events affects not only the intensity of the temporal signal but also the distribution pattern of R2 values calculated from root-to-tip linear regression analyses across DNA-A sequences of ToSRV.
publishDate 2024
dc.date.none.fl_str_mv 2024-06-06T18:46:35Z
2024-06-06T18:46:35Z
2024-05-24
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/bachelorThesis
format bachelorThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv RIBEIRO, João Pedro Ferreira. Mapeamento do sinal temporal ao longo de sequências de DNA-A do tomato severe rugose virus. 2024. 52 f. Trabalho de Conclusão de Curso (Graduação em Agronomia) – Universidade Federal de Uberlândia, Uberlândia, 2024.
https://repositorio.ufu.br/handle/123456789/41498
identifier_str_mv RIBEIRO, João Pedro Ferreira. Mapeamento do sinal temporal ao longo de sequências de DNA-A do tomato severe rugose virus. 2024. 52 f. Trabalho de Conclusão de Curso (Graduação em Agronomia) – Universidade Federal de Uberlândia, Uberlândia, 2024.
url https://repositorio.ufu.br/handle/123456789/41498
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/embargoedAccess
eu_rights_str_mv embargoedAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Uberlândia
Brasil
Agronomia
publisher.none.fl_str_mv Universidade Federal de Uberlândia
Brasil
Agronomia
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFU
instname:Universidade Federal de Uberlândia (UFU)
instacron:UFU
instname_str Universidade Federal de Uberlândia (UFU)
instacron_str UFU
institution UFU
reponame_str Repositório Institucional da UFU
collection Repositório Institucional da UFU
repository.name.fl_str_mv Repositório Institucional da UFU - Universidade Federal de Uberlândia (UFU)
repository.mail.fl_str_mv diinf@dirbi.ufu.br
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