Estrutura genética de populações cultivadas do camarão marinho Litopenaeus vannamei em Pernambuco
Autor(a) principal: | |
---|---|
Data de Publicação: | 2007 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Biblioteca Digital de Teses e Dissertações da UFRPE |
Texto Completo: | http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/6210 |
Resumo: | Although Brazil has an an important position in the world shrimp farming industry scenario, information on the genetic basis of the most important species, the exotic Litopenaeus vannamei, still scarce. The Brazilian shrimp industry has been facing difficulties, such as US antidumping action against shrimp products, unfavorable currency exchange rate impacts and viruses outbreaks. Shrimp resistant to viral diseases, as well as with better growth rates are wanted in breeding programs for this species in Brazil. A Federal Normative Instruction, instituted in 1997, prohibited shrimp importation into Brazil as a sanitary precaution to prevent the spread of shrimp diseases, and since then, all shrimp broodstock rely on the domesticated stocks. This fact raises questions about the success of a breeding program on this species, because one can not know if the genetic variability is enough to guarantee selection response. The objective of this study was to genetically characterize the broodstock of two shrimp hatcheries and to monitor the genetic variability of one of them after three consecutive broodstock replacements in the state of Pernambuco, Northeast Brazil. Genetic characterization of the two hatcheries was carried out using 5 microsatellite loci and pleopods tissue samples taken from 100 shrimp (50 of each broodstock). For the monitoring 3 microsatellite loci were used in 150 shrimp samples (50 of each broodstock replacement). Our results showed that there is sufficient genetic variability in both hatcheries based on the alleles frequency, inbreeding coefficient, FIS (Larv. A = 0,380 e Larv. B = 0,250), and observed and expected heterozygosities ranging from Ho= 0,190 to 0,810 and He= 0,460 to 0,870,respectively. The monitoring results showed that in closed systems, broodstock replacement does not interfer in the genetic variability, based on the alleles frequency, observed and expected heterozygosities (Ho= 0,460 and He= 0,660 in first sample collection, Ho= 0,420 and He= 0,620 in the second sample collection and Ho= 0,600 and He= 0,660 in the third sample collection), inbreeding coefficient, FIS (0,37 for the 1st, 0,39 for the 2nd and 0,13 for the 3rd sample collection). Our results suggested that genetic variability is high, thus reflecting the history of the shrimp activity in Brazil, where broodstock from different origins were introduced in the country up to 1997. |
id |
URPE_5cde2e46483c2af6fd367cccc3f1122a |
---|---|
oai_identifier_str |
oai:tede2:tede2/6210 |
network_acronym_str |
URPE |
network_name_str |
Biblioteca Digital de Teses e Dissertações da UFRPE |
repository_id_str |
|
spelling |
COIMBRA, Maria Raquel MouraMAGGIONI, RodrigoMENDES, Emiko ShinozakiPEIXOTO, Silvio Ricardo Mauranohttp://lattes.cnpq.br/8694403879765114LIMA, Ana Patrícia Souza de2017-02-07T12:52:48Z2007-02-07LIMA, Ana Patrícia Souza de. Estrutura genética de populações cultivadas do camarão marinho Litopenaeus vannamei em Pernambuco. 2007.85 f. Dissertação (Programa de Pós-Graduação em Recursos Pesqueiros e Aquicultura) - Universidade Federal Rural de Pernambuco, Recife.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/6210Although Brazil has an an important position in the world shrimp farming industry scenario, information on the genetic basis of the most important species, the exotic Litopenaeus vannamei, still scarce. The Brazilian shrimp industry has been facing difficulties, such as US antidumping action against shrimp products, unfavorable currency exchange rate impacts and viruses outbreaks. Shrimp resistant to viral diseases, as well as with better growth rates are wanted in breeding programs for this species in Brazil. A Federal Normative Instruction, instituted in 1997, prohibited shrimp importation into Brazil as a sanitary precaution to prevent the spread of shrimp diseases, and since then, all shrimp broodstock rely on the domesticated stocks. This fact raises questions about the success of a breeding program on this species, because one can not know if the genetic variability is enough to guarantee selection response. The objective of this study was to genetically characterize the broodstock of two shrimp hatcheries and to monitor the genetic variability of one of them after three consecutive broodstock replacements in the state of Pernambuco, Northeast Brazil. Genetic characterization of the two hatcheries was carried out using 5 microsatellite loci and pleopods tissue samples taken from 100 shrimp (50 of each broodstock). For the monitoring 3 microsatellite loci were used in 150 shrimp samples (50 of each broodstock replacement). Our results showed that there is sufficient genetic variability in both hatcheries based on the alleles frequency, inbreeding coefficient, FIS (Larv. A = 0,380 e Larv. B = 0,250), and observed and expected heterozygosities ranging from Ho= 0,190 to 0,810 and He= 0,460 to 0,870,respectively. The monitoring results showed that in closed systems, broodstock replacement does not interfer in the genetic variability, based on the alleles frequency, observed and expected heterozygosities (Ho= 0,460 and He= 0,660 in first sample collection, Ho= 0,420 and He= 0,620 in the second sample collection and Ho= 0,600 and He= 0,660 in the third sample collection), inbreeding coefficient, FIS (0,37 for the 1st, 0,39 for the 2nd and 0,13 for the 3rd sample collection). Our results suggested that genetic variability is high, thus reflecting the history of the shrimp activity in Brazil, where broodstock from different origins were introduced in the country up to 1997.Desde 1997 a introdução de novos reprodutores de Litopenaeus vannamei está proibida pelo o Instituto Brasileiro do Meio Ambiente e dos Recursos Naturais Renováveis (IBAMA), Portaria de nº. 119, o que levanta questões sobre a viabilidade de programas de melhoramento no Brasil, uma vez que não há mais renovação dos plantéis. O objetivo do presente trabalho foi caracterizar geneticamente duas larviculturas de Litopenaues vannamei e monitorar a variabilidade genética de uma das larviculturas, com reposição de matrizes, em três períodos sucessivos, ambas, localizadas no estado de Pernambuco, Nordeste do Brasil. A caracterização genética foi feita usando 5 loci de microssatélites e um total de 100 amostras teciduais de reprodutores, para o monitoramento foram utilizados 3 loci de microssatélites e um total de 150 amostras teciduais de reprodutores. Foi evidenciado que há variabilidade genética suficiente nas duas larviculturas, para subsidiar programas de melhoramento genético, baseado na freqüência dos alelos, nos coeficientes de endogamia FIS (Larv. A = 0,380 e Larv. B = 0,250) e heterozigosidades que variaram de Ho= 0,190 a 0,810 e He= 0,460 a 0,870, respectivamente. Os resultados do monitoramento mostraram que a reposição de matrizes no sistema de ciclo fechado não interferiu na variabilidade genética desta larvicultura, o que pode ser evidenciado através da freqüência dos alelos, nas heterozigosidades obtidas que foram de Ho= 0,460 e He= 0,660 na primeira coleta, de Ho= 0,420 e He= 0,620 na segunda coleta e de Ho= 0,600 e He= 0,660 na terceira coleta, e nos valores do coeficiente de endogamia FIS (0,37 para a primeira coleta, 0,39 para a segunda coleta e 0,13 para a terceira coleta) encontrados. Os resultados aqui relatados podem ser considerados bons, refletindo a história da atividade no Brasil que se destacou pela introdução de reprodutores de diversas origens.Submitted by (edna.saturno@ufrpe.br) on 2017-02-07T12:52:48Z No. of bitstreams: 1 Ana Patricia Souza de Lima.pdf: 977295 bytes, checksum: 33939fc8bb3c79d0da66b07e710666b5 (MD5)Made available in DSpace on 2017-02-07T12:52:48Z (GMT). No. of bitstreams: 1 Ana Patricia Souza de Lima.pdf: 977295 bytes, checksum: 33939fc8bb3c79d0da66b07e710666b5 (MD5) Previous issue date: 2007-02-07application/pdfporUniversidade Federal Rural de PernambucoPrograma de Pós-Graduação em Recursos Pesqueiros e AquiculturaUFRPEBrasilDepartamento de Pesca e AquiculturaLitopenaeus vannameiMicrosatéliteConsangüinidadeVariabilidade genéticaMonitoramentoMicrosatellite MarkesInbreeding DepressionGenetic VariabilityCIENCIAS AGRARIAS::RECURSOS PESQUEIROS E ENGENHARIA DE PESCAEstrutura genética de populações cultivadas do camarão marinho Litopenaeus vannamei em Pernambucoinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis80217415640343225476006006007231936942857037408-6131750198709519811info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFRPEinstname:Universidade Federal Rural de Pernambuco (UFRPE)instacron:UFRPELICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/6210/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51ORIGINALAna Patricia Souza de Lima.pdfAna Patricia Souza de Lima.pdfapplication/pdf977295http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/6210/2/Ana+Patricia+Souza+de+Lima.pdf33939fc8bb3c79d0da66b07e710666b5MD52tede2/62102017-02-07 09:52:48.859oai:tede2: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Biblioteca Digital de Teses e Dissertaçõeshttp://www.tede2.ufrpe.br:8080/tede/PUBhttp://www.tede2.ufrpe.br:8080/oai/requestbdtd@ufrpe.br ||bdtd@ufrpe.bropendoar:2024-05-28T12:34:03.395930Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)false |
dc.title.por.fl_str_mv |
Estrutura genética de populações cultivadas do camarão marinho Litopenaeus vannamei em Pernambuco |
title |
Estrutura genética de populações cultivadas do camarão marinho Litopenaeus vannamei em Pernambuco |
spellingShingle |
Estrutura genética de populações cultivadas do camarão marinho Litopenaeus vannamei em Pernambuco LIMA, Ana Patrícia Souza de Litopenaeus vannamei Microsatélite Consangüinidade Variabilidade genética Monitoramento Microsatellite Markes Inbreeding Depression Genetic Variability CIENCIAS AGRARIAS::RECURSOS PESQUEIROS E ENGENHARIA DE PESCA |
title_short |
Estrutura genética de populações cultivadas do camarão marinho Litopenaeus vannamei em Pernambuco |
title_full |
Estrutura genética de populações cultivadas do camarão marinho Litopenaeus vannamei em Pernambuco |
title_fullStr |
Estrutura genética de populações cultivadas do camarão marinho Litopenaeus vannamei em Pernambuco |
title_full_unstemmed |
Estrutura genética de populações cultivadas do camarão marinho Litopenaeus vannamei em Pernambuco |
title_sort |
Estrutura genética de populações cultivadas do camarão marinho Litopenaeus vannamei em Pernambuco |
author |
LIMA, Ana Patrícia Souza de |
author_facet |
LIMA, Ana Patrícia Souza de |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
COIMBRA, Maria Raquel Moura |
dc.contributor.referee1.fl_str_mv |
MAGGIONI, Rodrigo |
dc.contributor.referee2.fl_str_mv |
MENDES, Emiko Shinozaki |
dc.contributor.referee3.fl_str_mv |
PEIXOTO, Silvio Ricardo Maurano |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/8694403879765114 |
dc.contributor.author.fl_str_mv |
LIMA, Ana Patrícia Souza de |
contributor_str_mv |
COIMBRA, Maria Raquel Moura MAGGIONI, Rodrigo MENDES, Emiko Shinozaki PEIXOTO, Silvio Ricardo Maurano |
dc.subject.por.fl_str_mv |
Litopenaeus vannamei Microsatélite Consangüinidade Variabilidade genética Monitoramento |
topic |
Litopenaeus vannamei Microsatélite Consangüinidade Variabilidade genética Monitoramento Microsatellite Markes Inbreeding Depression Genetic Variability CIENCIAS AGRARIAS::RECURSOS PESQUEIROS E ENGENHARIA DE PESCA |
dc.subject.eng.fl_str_mv |
Microsatellite Markes Inbreeding Depression Genetic Variability |
dc.subject.cnpq.fl_str_mv |
CIENCIAS AGRARIAS::RECURSOS PESQUEIROS E ENGENHARIA DE PESCA |
description |
Although Brazil has an an important position in the world shrimp farming industry scenario, information on the genetic basis of the most important species, the exotic Litopenaeus vannamei, still scarce. The Brazilian shrimp industry has been facing difficulties, such as US antidumping action against shrimp products, unfavorable currency exchange rate impacts and viruses outbreaks. Shrimp resistant to viral diseases, as well as with better growth rates are wanted in breeding programs for this species in Brazil. A Federal Normative Instruction, instituted in 1997, prohibited shrimp importation into Brazil as a sanitary precaution to prevent the spread of shrimp diseases, and since then, all shrimp broodstock rely on the domesticated stocks. This fact raises questions about the success of a breeding program on this species, because one can not know if the genetic variability is enough to guarantee selection response. The objective of this study was to genetically characterize the broodstock of two shrimp hatcheries and to monitor the genetic variability of one of them after three consecutive broodstock replacements in the state of Pernambuco, Northeast Brazil. Genetic characterization of the two hatcheries was carried out using 5 microsatellite loci and pleopods tissue samples taken from 100 shrimp (50 of each broodstock). For the monitoring 3 microsatellite loci were used in 150 shrimp samples (50 of each broodstock replacement). Our results showed that there is sufficient genetic variability in both hatcheries based on the alleles frequency, inbreeding coefficient, FIS (Larv. A = 0,380 e Larv. B = 0,250), and observed and expected heterozygosities ranging from Ho= 0,190 to 0,810 and He= 0,460 to 0,870,respectively. The monitoring results showed that in closed systems, broodstock replacement does not interfer in the genetic variability, based on the alleles frequency, observed and expected heterozygosities (Ho= 0,460 and He= 0,660 in first sample collection, Ho= 0,420 and He= 0,620 in the second sample collection and Ho= 0,600 and He= 0,660 in the third sample collection), inbreeding coefficient, FIS (0,37 for the 1st, 0,39 for the 2nd and 0,13 for the 3rd sample collection). Our results suggested that genetic variability is high, thus reflecting the history of the shrimp activity in Brazil, where broodstock from different origins were introduced in the country up to 1997. |
publishDate |
2007 |
dc.date.issued.fl_str_mv |
2007-02-07 |
dc.date.accessioned.fl_str_mv |
2017-02-07T12:52:48Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
LIMA, Ana Patrícia Souza de. Estrutura genética de populações cultivadas do camarão marinho Litopenaeus vannamei em Pernambuco. 2007.85 f. Dissertação (Programa de Pós-Graduação em Recursos Pesqueiros e Aquicultura) - Universidade Federal Rural de Pernambuco, Recife. |
dc.identifier.uri.fl_str_mv |
http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/6210 |
identifier_str_mv |
LIMA, Ana Patrícia Souza de. Estrutura genética de populações cultivadas do camarão marinho Litopenaeus vannamei em Pernambuco. 2007.85 f. Dissertação (Programa de Pós-Graduação em Recursos Pesqueiros e Aquicultura) - Universidade Federal Rural de Pernambuco, Recife. |
url |
http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/6210 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.program.fl_str_mv |
8021741564034322547 |
dc.relation.confidence.fl_str_mv |
600 600 600 |
dc.relation.department.fl_str_mv |
7231936942857037408 |
dc.relation.cnpq.fl_str_mv |
-6131750198709519811 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidade Federal Rural de Pernambuco |
dc.publisher.program.fl_str_mv |
Programa de Pós-Graduação em Recursos Pesqueiros e Aquicultura |
dc.publisher.initials.fl_str_mv |
UFRPE |
dc.publisher.country.fl_str_mv |
Brasil |
dc.publisher.department.fl_str_mv |
Departamento de Pesca e Aquicultura |
publisher.none.fl_str_mv |
Universidade Federal Rural de Pernambuco |
dc.source.none.fl_str_mv |
reponame:Biblioteca Digital de Teses e Dissertações da UFRPE instname:Universidade Federal Rural de Pernambuco (UFRPE) instacron:UFRPE |
instname_str |
Universidade Federal Rural de Pernambuco (UFRPE) |
instacron_str |
UFRPE |
institution |
UFRPE |
reponame_str |
Biblioteca Digital de Teses e Dissertações da UFRPE |
collection |
Biblioteca Digital de Teses e Dissertações da UFRPE |
bitstream.url.fl_str_mv |
http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/6210/1/license.txt http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/6210/2/Ana+Patricia+Souza+de+Lima.pdf |
bitstream.checksum.fl_str_mv |
bd3efa91386c1718a7f26a329fdcb468 33939fc8bb3c79d0da66b07e710666b5 |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 |
repository.name.fl_str_mv |
Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE) |
repository.mail.fl_str_mv |
bdtd@ufrpe.br ||bdtd@ufrpe.br |
_version_ |
1810102234389676032 |