Estudo de feijões transgênicos e convencionais através da RMN HR-MAS
Autor(a) principal: | |
---|---|
Data de Publicação: | 2011 |
Tipo de documento: | Tese |
Idioma: | por |
Título da fonte: | Repositório Institucional da UFG |
dARK ID: | ark:/38995/0013000003tmx |
Texto Completo: | http://repositorio.bc.ufg.br/tede/handle/tede/3841 |
Resumo: | In this work, a new methodology which allows differentiating conventional and transgenic common beans, grown in greenhouse or under field conditions, based on modifications in chemical composition using 1H HRMAS NMR and infrared is proposed. Through NMR it was possible to identify differences in chemical composition between the beans, according to transgenic or conventional source, especially in aromatic hydrogen region. The 1H, gHSQC and gHMBC experiments conducted to the flavonoids quercetin and myricetin structures, present in higher contents in genetically modified cultivars. Moreover, through 1H HR-MAS NMR was also possible to identify, in mixture, the aminoacids threonine, valine, isoleucine, and lysine, and the oligosaccharides stachyose, raffinose, and verbascose. The NMR spectra of Pérola 5.1 and BRS Pontal 5.1, to which the transgene was received from Olathe 5.1, using crosses and backcrosses, showed the same signal pattern observed in Olathe 5.1 bean. This study also demonstrated that the influence of typical variables from field planting conditions had no significant influence on the ability of separation between cultivars transgenic and conventional. This methodology was corroborated by multivariate data analysis of the 1H NMR spectra. On the other hand, the infrared studies showed less conclusive results. The study of the influence of exposure to air indicated a decrease in the flavonoid myricetin content. For quercetin no change was observed. This study also points out the simplicity of using the HR-MAS NMR technique for food analyses. The measurement is highly simplified because it does not require any pretreatment of the sample apart from the addition of a small amount of D2O necessary to produce homogeneous dough and a field frequency lock. Moreover, due to the high concentration of the sample, measurement time in HR-MAS NMR is very short. |
id |
UFG-2_4327ad12503632dc6809aef05ee7e966 |
---|---|
oai_identifier_str |
oai:repositorio.bc.ufg.br:tede/3841 |
network_acronym_str |
UFG-2 |
network_name_str |
Repositório Institucional da UFG |
repository_id_str |
|
spelling |
Lião, Luciano Moraishttp://lattes.cnpq.br/2647529909397336Lião, Luciano MoraisBarison, AnderssonFarias, Josias Correa deKato, LucíliaLacerda Júnior, Valdemarhttp://lattes.cnpq.br/9325483093099479Choze, Rafael2014-12-29T16:50:59Z2011-04-15CHOZE, Rafael. Estudo de feijões transgênicos e convencionais através da RMN HR-MAS. 2011. 122 f. Tese (Doutorado em Química) - Universidade Federal de Goiás, Goiânia, 2011.http://repositorio.bc.ufg.br/tede/handle/tede/3841ark:/38995/0013000003tmxIn this work, a new methodology which allows differentiating conventional and transgenic common beans, grown in greenhouse or under field conditions, based on modifications in chemical composition using 1H HRMAS NMR and infrared is proposed. Through NMR it was possible to identify differences in chemical composition between the beans, according to transgenic or conventional source, especially in aromatic hydrogen region. The 1H, gHSQC and gHMBC experiments conducted to the flavonoids quercetin and myricetin structures, present in higher contents in genetically modified cultivars. Moreover, through 1H HR-MAS NMR was also possible to identify, in mixture, the aminoacids threonine, valine, isoleucine, and lysine, and the oligosaccharides stachyose, raffinose, and verbascose. The NMR spectra of Pérola 5.1 and BRS Pontal 5.1, to which the transgene was received from Olathe 5.1, using crosses and backcrosses, showed the same signal pattern observed in Olathe 5.1 bean. This study also demonstrated that the influence of typical variables from field planting conditions had no significant influence on the ability of separation between cultivars transgenic and conventional. This methodology was corroborated by multivariate data analysis of the 1H NMR spectra. On the other hand, the infrared studies showed less conclusive results. The study of the influence of exposure to air indicated a decrease in the flavonoid myricetin content. For quercetin no change was observed. This study also points out the simplicity of using the HR-MAS NMR technique for food analyses. The measurement is highly simplified because it does not require any pretreatment of the sample apart from the addition of a small amount of D2O necessary to produce homogeneous dough and a field frequency lock. Moreover, due to the high concentration of the sample, measurement time in HR-MAS NMR is very short.Neste trabalho, propõe-se uma metodologia que permita diferenciar feijões convencionais e transgênicos, cultivados em casa de vegetaçao sob condições controladas ou em campo, baseados em modificações na composição química, utilizando RMN 1H HR-MAS e infravermelho. Através da RMN foi possível identificar diferenças na composição química entre os feijões, segundo sua origem convencional ou transgênica, especialmente na região de hidrogênios aromáticos. Os espectros de 1H HR-MAS, gHSQC e gHMBC conduziram às estruturas dos flavonóides quercetina e miricetina, presentes em maior concentração no feijão geneticamente modificado. Além disso, através da técnica de HR-MAS, foi possível caracterizar os aminoácidos treonina, alanina, valina, isoleucina e lisina e os oligossacarídeos estaquiose, verbascose e rafinose, em mistura. As linhagens BRS Pontal 5.1 e Pérola 5.1, derivadas de cultivares de grande aceitação comercial, BRS Pontal e Pérola, e que receberam o transgene do feijão Olathe 5.1, através de cruzamentos e retrocruzamentos, apresentaram o mesmo perfil de variação química observado para as cultivares Olathe Pinto e Olathe 5.1. Esse estudo demonstrou ainda, que as variáveis edafoclimáticas, típicas de condições de plantio no campo, não tiveram influência significativa sobre a capacidade de separação entre cultivares transgênicos e convencionais. Esta metodologia foi corroborada pela análise multivariada dos dados dos espectros de RMN de 1H. Por outro lado, estudos realizados através da técnica de infravermelho demonstraram que os resultados foram menos conclusivos, quando comparados àqueles obtidos através de RMN. O estudo da influencia da exposição da cultivar ao ar, indicou uma variação no teor do flavonóide miricetina, visualizado pelo decréscimo da intensidade de seus sinais no espectro. Para o flavonóide quercetina, nenhuma variação foi observada. Por fim, esse trabalho aponta para a simplicidade do uso da técnica HR-MAS para análises de alimentos. A medida é extremamente simplificada, pois não requer nenhum prétratamento da amostra além da moagem e adição de gotas de D2O.Submitted by Erika Demachki (erikademachki@gmail.com) on 2014-12-29T16:49:58Z No. of bitstreams: 2 Tese - Rafael Choze - 2011.pdf: 2895418 bytes, checksum: 6942b3a804e34024bb7cd13f100e5663 (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5)Approved for entry into archive by Erika Demachki (erikademachki@gmail.com) on 2014-12-29T16:50:59Z (GMT) No. of bitstreams: 2 Tese - Rafael Choze - 2011.pdf: 2895418 bytes, checksum: 6942b3a804e34024bb7cd13f100e5663 (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5)Made available in DSpace on 2014-12-29T16:50:59Z (GMT). No. of bitstreams: 2 Tese - Rafael Choze - 2011.pdf: 2895418 bytes, checksum: 6942b3a804e34024bb7cd13f100e5663 (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) Previous issue date: 2011-04-15Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfhttp://repositorio.bc.ufg.br/tede/retrieve/14215/Tese%20-%20Rafael%20Choze%20-%202011.pdf.jpgporUniversidade Federal de GoiásPrograma de Pós-graduação em Química (IQ)UFGBrasilInstituto de Química - IQ (RG)http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessRMN HR-MASFeijãoTransgênicosNMR HR-MASBeansTransgenicsCIENCIAS EXATAS E DA TERRA::QUIMICAEstudo de feijões transgênicos e convencionais através da RMN HR-MASStudy of beans by transgenic and conventional NMR HR-MASinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis663693921325415158600600600600782606674374119727815717003253031171952075167498588264571reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://repositorio.bc.ufg.br/tede/bitstreams/81e107c6-915c-4ac8-93e9-76db6a9b81ac/downloadbd3efa91386c1718a7f26a329fdcb468MD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849http://repositorio.bc.ufg.br/tede/bitstreams/e2b48dd7-ada2-45f4-89db-04f2602fa043/download4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-822901http://repositorio.bc.ufg.br/tede/bitstreams/bd18a5e0-1389-4a92-9782-c7a4fede52cf/download29b9d5e95be03707f9d4a2e110421c11MD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-823148http://repositorio.bc.ufg.br/tede/bitstreams/4dc05e2a-7f40-483d-98fd-330d1f41fd53/download9da0b6dfac957114c6a7714714b86306MD54TEXTTese - Rafael Choze - 2011.pdf.txtTese - Rafael Choze - 2011.pdf.txtExtracted Texttext/plain147874http://repositorio.bc.ufg.br/tede/bitstreams/b1962bf8-bc88-4e85-9c29-1f2103b9ba8f/downloadf66973650e0943ab1a968bbc2f87fb67MD56THUMBNAILTese - Rafael Choze - 2011.pdf.jpgTese - Rafael Choze - 2011.pdf.jpgGenerated Thumbnailimage/jpeg3120http://repositorio.bc.ufg.br/tede/bitstreams/2c2443c5-9876-4966-ae76-af0939f1d980/download93a6c6089f07b7e4f63e7763dead641eMD57ORIGINALTese - Rafael Choze - 2011.pdfTese - Rafael Choze - 2011.pdfapplication/pdf2895418http://repositorio.bc.ufg.br/tede/bitstreams/4c52c045-76fb-46d1-82ff-1d2f80b6883c/download6942b3a804e34024bb7cd13f100e5663MD55tede/38412014-12-30 03:01:14.371http://creativecommons.org/licenses/by-nc-nd/4.0/Acesso Abertoopen.accessoai:repositorio.bc.ufg.br:tede/3841http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2014-12-30T05:01:14Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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 |
dc.title.por.fl_str_mv |
Estudo de feijões transgênicos e convencionais através da RMN HR-MAS |
dc.title.alternative.eng.fl_str_mv |
Study of beans by transgenic and conventional NMR HR-MAS |
title |
Estudo de feijões transgênicos e convencionais através da RMN HR-MAS |
spellingShingle |
Estudo de feijões transgênicos e convencionais através da RMN HR-MAS Choze, Rafael RMN HR-MAS Feijão Transgênicos NMR HR-MAS Beans Transgenics CIENCIAS EXATAS E DA TERRA::QUIMICA |
title_short |
Estudo de feijões transgênicos e convencionais através da RMN HR-MAS |
title_full |
Estudo de feijões transgênicos e convencionais através da RMN HR-MAS |
title_fullStr |
Estudo de feijões transgênicos e convencionais através da RMN HR-MAS |
title_full_unstemmed |
Estudo de feijões transgênicos e convencionais através da RMN HR-MAS |
title_sort |
Estudo de feijões transgênicos e convencionais através da RMN HR-MAS |
author |
Choze, Rafael |
author_facet |
Choze, Rafael |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Lião, Luciano Morais |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/2647529909397336 |
dc.contributor.referee1.fl_str_mv |
Lião, Luciano Morais |
dc.contributor.referee2.fl_str_mv |
Barison, Andersson |
dc.contributor.referee3.fl_str_mv |
Farias, Josias Correa de |
dc.contributor.referee4.fl_str_mv |
Kato, Lucília |
dc.contributor.referee5.fl_str_mv |
Lacerda Júnior, Valdemar |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/9325483093099479 |
dc.contributor.author.fl_str_mv |
Choze, Rafael |
contributor_str_mv |
Lião, Luciano Morais Lião, Luciano Morais Barison, Andersson Farias, Josias Correa de Kato, Lucília Lacerda Júnior, Valdemar |
dc.subject.por.fl_str_mv |
RMN HR-MAS Feijão Transgênicos |
topic |
RMN HR-MAS Feijão Transgênicos NMR HR-MAS Beans Transgenics CIENCIAS EXATAS E DA TERRA::QUIMICA |
dc.subject.eng.fl_str_mv |
NMR HR-MAS Beans Transgenics |
dc.subject.cnpq.fl_str_mv |
CIENCIAS EXATAS E DA TERRA::QUIMICA |
description |
In this work, a new methodology which allows differentiating conventional and transgenic common beans, grown in greenhouse or under field conditions, based on modifications in chemical composition using 1H HRMAS NMR and infrared is proposed. Through NMR it was possible to identify differences in chemical composition between the beans, according to transgenic or conventional source, especially in aromatic hydrogen region. The 1H, gHSQC and gHMBC experiments conducted to the flavonoids quercetin and myricetin structures, present in higher contents in genetically modified cultivars. Moreover, through 1H HR-MAS NMR was also possible to identify, in mixture, the aminoacids threonine, valine, isoleucine, and lysine, and the oligosaccharides stachyose, raffinose, and verbascose. The NMR spectra of Pérola 5.1 and BRS Pontal 5.1, to which the transgene was received from Olathe 5.1, using crosses and backcrosses, showed the same signal pattern observed in Olathe 5.1 bean. This study also demonstrated that the influence of typical variables from field planting conditions had no significant influence on the ability of separation between cultivars transgenic and conventional. This methodology was corroborated by multivariate data analysis of the 1H NMR spectra. On the other hand, the infrared studies showed less conclusive results. The study of the influence of exposure to air indicated a decrease in the flavonoid myricetin content. For quercetin no change was observed. This study also points out the simplicity of using the HR-MAS NMR technique for food analyses. The measurement is highly simplified because it does not require any pretreatment of the sample apart from the addition of a small amount of D2O necessary to produce homogeneous dough and a field frequency lock. Moreover, due to the high concentration of the sample, measurement time in HR-MAS NMR is very short. |
publishDate |
2011 |
dc.date.issued.fl_str_mv |
2011-04-15 |
dc.date.accessioned.fl_str_mv |
2014-12-29T16:50:59Z |
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 |
CHOZE, Rafael. Estudo de feijões transgênicos e convencionais através da RMN HR-MAS. 2011. 122 f. Tese (Doutorado em Química) - Universidade Federal de Goiás, Goiânia, 2011. |
dc.identifier.uri.fl_str_mv |
http://repositorio.bc.ufg.br/tede/handle/tede/3841 |
dc.identifier.dark.fl_str_mv |
ark:/38995/0013000003tmx |
identifier_str_mv |
CHOZE, Rafael. Estudo de feijões transgênicos e convencionais através da RMN HR-MAS. 2011. 122 f. Tese (Doutorado em Química) - Universidade Federal de Goiás, Goiânia, 2011. ark:/38995/0013000003tmx |
url |
http://repositorio.bc.ufg.br/tede/handle/tede/3841 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.program.fl_str_mv |
663693921325415158 |
dc.relation.confidence.fl_str_mv |
600 600 600 600 |
dc.relation.department.fl_str_mv |
7826066743741197278 |
dc.relation.cnpq.fl_str_mv |
1571700325303117195 |
dc.relation.sponsorship.fl_str_mv |
2075167498588264571 |
dc.rights.driver.fl_str_mv |
http://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
http://creativecommons.org/licenses/by-nc-nd/4.0/ |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidade Federal de Goiás |
dc.publisher.program.fl_str_mv |
Programa de Pós-graduação em Química (IQ) |
dc.publisher.initials.fl_str_mv |
UFG |
dc.publisher.country.fl_str_mv |
Brasil |
dc.publisher.department.fl_str_mv |
Instituto de Química - IQ (RG) |
publisher.none.fl_str_mv |
Universidade Federal de Goiás |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da UFG instname:Universidade Federal de Goiás (UFG) instacron:UFG |
instname_str |
Universidade Federal de Goiás (UFG) |
instacron_str |
UFG |
institution |
UFG |
reponame_str |
Repositório Institucional da UFG |
collection |
Repositório Institucional da UFG |
bitstream.url.fl_str_mv |
http://repositorio.bc.ufg.br/tede/bitstreams/81e107c6-915c-4ac8-93e9-76db6a9b81ac/download http://repositorio.bc.ufg.br/tede/bitstreams/e2b48dd7-ada2-45f4-89db-04f2602fa043/download http://repositorio.bc.ufg.br/tede/bitstreams/bd18a5e0-1389-4a92-9782-c7a4fede52cf/download http://repositorio.bc.ufg.br/tede/bitstreams/4dc05e2a-7f40-483d-98fd-330d1f41fd53/download http://repositorio.bc.ufg.br/tede/bitstreams/b1962bf8-bc88-4e85-9c29-1f2103b9ba8f/download http://repositorio.bc.ufg.br/tede/bitstreams/2c2443c5-9876-4966-ae76-af0939f1d980/download http://repositorio.bc.ufg.br/tede/bitstreams/4c52c045-76fb-46d1-82ff-1d2f80b6883c/download |
bitstream.checksum.fl_str_mv |
bd3efa91386c1718a7f26a329fdcb468 4afdbb8c545fd630ea7db775da747b2f 29b9d5e95be03707f9d4a2e110421c11 9da0b6dfac957114c6a7714714b86306 f66973650e0943ab1a968bbc2f87fb67 93a6c6089f07b7e4f63e7763dead641e 6942b3a804e34024bb7cd13f100e5663 |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 MD5 MD5 MD5 |
repository.name.fl_str_mv |
Repositório Institucional da UFG - Universidade Federal de Goiás (UFG) |
repository.mail.fl_str_mv |
tasesdissertacoes.bc@ufg.br |
_version_ |
1815172550038126592 |