Composição química e variabilidade sazonal dos óleos voláteis das folhas de Siparuna guianensis Aubl. (Siparunaceae)
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Repositório Institucional da UFG |
dARK ID: | ark:/38995/0013000003h3b |
Texto Completo: | http://repositorio.bc.ufg.br/tede/handle/tede/12006 |
Resumo: | Introduction: Siparuna guianensis Aubl., known as “negramina, capitu”, is a species popularly used for headaches, colds, fevers, as a healing agent, insect, and tick repellents. Objectives: To evaluate the chemical composition and seasonal variability of volatile oil from the leaves of S. guianensis. Methodology: Botanical material was collected between April 2019 to March 2020, from 10 different individuals, in Monte do Carmo, Tocantins, Brazil. Climatic data for the period were obtained from the National Institute of Meteorology. The powder from the leaves was submitted to hydrodistillation in a Clevenger apparatus and the identification of the compounds was performed by GC-MS. Principal Component Analysis (PCA) was applied to analyze the interrelationships between the chemical constituents of volatile oils of the species collected in different months. Hierarchical cluster analysis (HCA) was used to study the similarity between samples according to the distribution of constituents. To validate the cluster analysis, canonical discriminant analysis (CDA) was performed. Results and discussion: In volatile oils, 21.32% to 55.44% of sesquiterpenes, 19.95 to 49.73% of oxygenated sesquiterpenes, 0.48 to 1.55% of oxygenated monoterpenes, 0 to 5.67% of monoterpene hydrocarbons, 0 to 48.2% of other compounds were identified in the volatile oils. The major compounds were γ-muurolene (13.99 to 35.97%), curzerene (7.22-19.15%), curzerenone (7.3-18.13%), 2-undecanone (3.99- 10.63%). The presence of two clusters was verified: cluster I, discriminated by the compounds curzerenone, β-selinene, δ-elemene, corresponding to the months with the lowest rainfall, and cluster II, discriminated by the β-burbonene, corresponding to the months with the highest rainfall. Comparing the present study with data from the literature, it is observed that S. guianensis presents chemical variability, related to the rainfall index, that can alter the production of metabolites. Conclusions: The essential oils of S. guianensis are mainly composed of sesquiterpenes and oxygenated sesquiterpenes. The chemical variability of the oil is related to the rainfall index. The results obtained may help in directing the best times to collect leaves of the species S. guianensis, in addition to understanding the chemical variability profile related to seasonality. |
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Paula, José Realino dehttp://lattes.cnpq.br/3191837532986128Paula, José Realino deFiuza, Tatiana de SousaBorges, Leonardo LuizOliveira, Thiago Levi Silvahttp://lattes.cnpq.br/5924075952724706Souza, Joaquim Aurélio Tomaz de2022-04-11T10:51:29Z2022-04-11T10:51:29Z2022-03-07SOUZA, J. A. T. Composição química e variabilidade sazonal dos óleos voláteis das folhas de Siparuna guianensis Aubl. (Siparunaceae). 2022. 45 f. Dissertação (Mestrado em Ciências Farmacêuticas) - Universidade Federal de Goiás, Goiânia, 2022.http://repositorio.bc.ufg.br/tede/handle/tede/12006ark:/38995/0013000003h3bIntroduction: Siparuna guianensis Aubl., known as “negramina, capitu”, is a species popularly used for headaches, colds, fevers, as a healing agent, insect, and tick repellents. Objectives: To evaluate the chemical composition and seasonal variability of volatile oil from the leaves of S. guianensis. Methodology: Botanical material was collected between April 2019 to March 2020, from 10 different individuals, in Monte do Carmo, Tocantins, Brazil. Climatic data for the period were obtained from the National Institute of Meteorology. The powder from the leaves was submitted to hydrodistillation in a Clevenger apparatus and the identification of the compounds was performed by GC-MS. Principal Component Analysis (PCA) was applied to analyze the interrelationships between the chemical constituents of volatile oils of the species collected in different months. Hierarchical cluster analysis (HCA) was used to study the similarity between samples according to the distribution of constituents. To validate the cluster analysis, canonical discriminant analysis (CDA) was performed. Results and discussion: In volatile oils, 21.32% to 55.44% of sesquiterpenes, 19.95 to 49.73% of oxygenated sesquiterpenes, 0.48 to 1.55% of oxygenated monoterpenes, 0 to 5.67% of monoterpene hydrocarbons, 0 to 48.2% of other compounds were identified in the volatile oils. The major compounds were γ-muurolene (13.99 to 35.97%), curzerene (7.22-19.15%), curzerenone (7.3-18.13%), 2-undecanone (3.99- 10.63%). The presence of two clusters was verified: cluster I, discriminated by the compounds curzerenone, β-selinene, δ-elemene, corresponding to the months with the lowest rainfall, and cluster II, discriminated by the β-burbonene, corresponding to the months with the highest rainfall. Comparing the present study with data from the literature, it is observed that S. guianensis presents chemical variability, related to the rainfall index, that can alter the production of metabolites. Conclusions: The essential oils of S. guianensis are mainly composed of sesquiterpenes and oxygenated sesquiterpenes. The chemical variability of the oil is related to the rainfall index. The results obtained may help in directing the best times to collect leaves of the species S. guianensis, in addition to understanding the chemical variability profile related to seasonality.Introdução: Siparuna guianensis Aubl., conhecida como “negramina, capitu”, é uma espécie utilizada popularmente para dor de cabeça, resfriado, febres, como cicatrizante, repelentes de insetos e carrapatos. Objetivo: Avaliar a composição química e variabilidade sazonal dos óleos voláteis das folhas de S. guianensis. Metodologia: O material botânico foi coletado entre abril de 2019 a março de 2020, de 10 indivíduos diferentes, em Monte do Carmo, Tocantins, Brasil. Os dados climáticos do período foram obtidos do Instituto Nacional de Meteorologia. O pó das folhas foi submetido à hidrodestilação em aparelho de Clevenger e a identificação dos compostos voláteis obtidos foi realizada por CG/EM. A Análise de Componentes Principais (PCA) foi aplicada para analisar as inter-relações entre os constituintes químicos do óleo volátil da espécie coletada em diferentes meses. A análise de agrupamento hierárquico (HCA) foi utilizada para estudar a similaridade entre as amostras de acordo com a distribuição dos constituintes. Para validar a análise de agrupamento, foi realizada análise discriminante canônica (DCA). Resultados e discussões: Foram identificados nos óleos voláteis 21,32% a 55,44% de sesquiterpenos, 19,95 a 49,73% de sesquiterpenos oxigenados, 0,48 a 1,55% de monoterpenos oxigenados, 0 a 5,67% de hidrocarbonetos monoterpenos, 0 a 48,2% de outros compostos. Os compostos majoritários foram γ-muuroleno (13,99 a 35,97%), curzereno (7,22-19,15%), curzerenona (7,3-18,13%), 2-undecanona (3,99- 10,63%). A análise estatística sugere a presença de dois clusters: cluster I, discriminado pelos compostos curzerenona, β-selineno, δ-elemeno, corresponde aos meses com menor índice pluviométrico, e o cluster II, discriminado pelo composto β-burboneno, corresponde aos meses com maior índice pluviométrico. Comparando o presente estudo com dados da literatura, observa-se que a S. guianensis apresenta variabilidade química, relacionada ao índice pluviométrico, que pode alterar a produção de metabólitos. Conclusões: Os óleos voláteis de S. guianensis são constituídos principalmente de sesquiterpenos e sesquiterpenos oxigenados. A variabilidade química dos óleos está relacionada ao índice pluviométrico. Os resultados obtidos auxiliam no direcionamento das melhores épocas de coleta das folhas da espécie S. guianensis, além de compreender o perfil de variabilidade química relacionado à sazonalidade.Submitted by Luciana Ferreira (lucgeral@gmail.com) on 2022-04-08T14:34:48Z No. of bitstreams: 2 Dissertação - Joaquim Aurélio Tomaz de Souza - 2022.pdf: 1107088 bytes, checksum: 344812fa1cd93d2321a9f8b933daf9f5 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2022-04-11T10:51:28Z (GMT) No. of bitstreams: 2 Dissertação - Joaquim Aurélio Tomaz de Souza - 2022.pdf: 1107088 bytes, checksum: 344812fa1cd93d2321a9f8b933daf9f5 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5)Made available in DSpace on 2022-04-11T10:51:29Z (GMT). No. of bitstreams: 2 Dissertação - Joaquim Aurélio Tomaz de Souza - 2022.pdf: 1107088 bytes, checksum: 344812fa1cd93d2321a9f8b933daf9f5 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5) Previous issue date: 2022-03-07porUniversidade Federal de GoiásPrograma de Pós-graduação em Ciências Farmacêuticas (FF)UFGBrasilFaculdade de Farmácia - FF (RG)Attribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessPlantas medicinaisSiparunaceaeÓleos essenciaisInseticidaNegraminaSiparunaceaeEssential oilsInsecticideNegraminMedicinal plantsCIENCIAS DA SAUDE::FARMACIAComposição química e variabilidade sazonal dos óleos voláteis das folhas de Siparuna guianensis Aubl. (Siparunaceae)Chemical composition and seasonal variation of the volatile oil from Siparuna guianensis Aubl. leaves (Siparunaceae)info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis2750050050022175reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.bc.ufg.br/tede/bitstreams/8ffad6fc-e1a9-4892-8e53-d4091746d47c/download8a4605be74aa9ea9d79846c1fba20a33MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805http://repositorio.bc.ufg.br/tede/bitstreams/b5e22a99-b87c-4ef8-a4f1-ff99e4b1838a/download4460e5956bc1d1639be9ae6146a50347MD52ORIGINALDissertação - Joaquim Aurélio Tomaz de Souza - 2022.pdfDissertação - Joaquim Aurélio Tomaz de Souza - 2022.pdfapplication/pdf1107088http://repositorio.bc.ufg.br/tede/bitstreams/2fb063ab-e847-4c2c-b09f-8af61f5c9473/download344812fa1cd93d2321a9f8b933daf9f5MD53tede/120062022-04-11 07:51:29.253http://creativecommons.org/licenses/by-nc-nd/4.0/Attribution-NonCommercial-NoDerivatives 4.0 Internationalopen.accessoai:repositorio.bc.ufg.br:tede/12006http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2022-04-11T10:51:29Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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 |
dc.title.pt_BR.fl_str_mv |
Composição química e variabilidade sazonal dos óleos voláteis das folhas de Siparuna guianensis Aubl. (Siparunaceae) |
dc.title.alternative.eng.fl_str_mv |
Chemical composition and seasonal variation of the volatile oil from Siparuna guianensis Aubl. leaves (Siparunaceae) |
title |
Composição química e variabilidade sazonal dos óleos voláteis das folhas de Siparuna guianensis Aubl. (Siparunaceae) |
spellingShingle |
Composição química e variabilidade sazonal dos óleos voláteis das folhas de Siparuna guianensis Aubl. (Siparunaceae) Souza, Joaquim Aurélio Tomaz de Plantas medicinais Siparunaceae Óleos essenciais Inseticida Negramina Siparunaceae Essential oils Insecticide Negramin Medicinal plants CIENCIAS DA SAUDE::FARMACIA |
title_short |
Composição química e variabilidade sazonal dos óleos voláteis das folhas de Siparuna guianensis Aubl. (Siparunaceae) |
title_full |
Composição química e variabilidade sazonal dos óleos voláteis das folhas de Siparuna guianensis Aubl. (Siparunaceae) |
title_fullStr |
Composição química e variabilidade sazonal dos óleos voláteis das folhas de Siparuna guianensis Aubl. (Siparunaceae) |
title_full_unstemmed |
Composição química e variabilidade sazonal dos óleos voláteis das folhas de Siparuna guianensis Aubl. (Siparunaceae) |
title_sort |
Composição química e variabilidade sazonal dos óleos voláteis das folhas de Siparuna guianensis Aubl. (Siparunaceae) |
author |
Souza, Joaquim Aurélio Tomaz de |
author_facet |
Souza, Joaquim Aurélio Tomaz de |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Paula, José Realino de |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/3191837532986128 |
dc.contributor.referee1.fl_str_mv |
Paula, José Realino de |
dc.contributor.referee2.fl_str_mv |
Fiuza, Tatiana de Sousa |
dc.contributor.referee3.fl_str_mv |
Borges, Leonardo Luiz |
dc.contributor.referee4.fl_str_mv |
Oliveira, Thiago Levi Silva |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/5924075952724706 |
dc.contributor.author.fl_str_mv |
Souza, Joaquim Aurélio Tomaz de |
contributor_str_mv |
Paula, José Realino de Paula, José Realino de Fiuza, Tatiana de Sousa Borges, Leonardo Luiz Oliveira, Thiago Levi Silva |
dc.subject.por.fl_str_mv |
Plantas medicinais Siparunaceae Óleos essenciais Inseticida Negramina |
topic |
Plantas medicinais Siparunaceae Óleos essenciais Inseticida Negramina Siparunaceae Essential oils Insecticide Negramin Medicinal plants CIENCIAS DA SAUDE::FARMACIA |
dc.subject.eng.fl_str_mv |
Siparunaceae Essential oils Insecticide Negramin Medicinal plants |
dc.subject.cnpq.fl_str_mv |
CIENCIAS DA SAUDE::FARMACIA |
description |
Introduction: Siparuna guianensis Aubl., known as “negramina, capitu”, is a species popularly used for headaches, colds, fevers, as a healing agent, insect, and tick repellents. Objectives: To evaluate the chemical composition and seasonal variability of volatile oil from the leaves of S. guianensis. Methodology: Botanical material was collected between April 2019 to March 2020, from 10 different individuals, in Monte do Carmo, Tocantins, Brazil. Climatic data for the period were obtained from the National Institute of Meteorology. The powder from the leaves was submitted to hydrodistillation in a Clevenger apparatus and the identification of the compounds was performed by GC-MS. Principal Component Analysis (PCA) was applied to analyze the interrelationships between the chemical constituents of volatile oils of the species collected in different months. Hierarchical cluster analysis (HCA) was used to study the similarity between samples according to the distribution of constituents. To validate the cluster analysis, canonical discriminant analysis (CDA) was performed. Results and discussion: In volatile oils, 21.32% to 55.44% of sesquiterpenes, 19.95 to 49.73% of oxygenated sesquiterpenes, 0.48 to 1.55% of oxygenated monoterpenes, 0 to 5.67% of monoterpene hydrocarbons, 0 to 48.2% of other compounds were identified in the volatile oils. The major compounds were γ-muurolene (13.99 to 35.97%), curzerene (7.22-19.15%), curzerenone (7.3-18.13%), 2-undecanone (3.99- 10.63%). The presence of two clusters was verified: cluster I, discriminated by the compounds curzerenone, β-selinene, δ-elemene, corresponding to the months with the lowest rainfall, and cluster II, discriminated by the β-burbonene, corresponding to the months with the highest rainfall. Comparing the present study with data from the literature, it is observed that S. guianensis presents chemical variability, related to the rainfall index, that can alter the production of metabolites. Conclusions: The essential oils of S. guianensis are mainly composed of sesquiterpenes and oxygenated sesquiterpenes. The chemical variability of the oil is related to the rainfall index. The results obtained may help in directing the best times to collect leaves of the species S. guianensis, in addition to understanding the chemical variability profile related to seasonality. |
publishDate |
2022 |
dc.date.accessioned.fl_str_mv |
2022-04-11T10:51:29Z |
dc.date.available.fl_str_mv |
2022-04-11T10:51:29Z |
dc.date.issued.fl_str_mv |
2022-03-07 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
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masterThesis |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
SOUZA, J. A. T. Composição química e variabilidade sazonal dos óleos voláteis das folhas de Siparuna guianensis Aubl. (Siparunaceae). 2022. 45 f. Dissertação (Mestrado em Ciências Farmacêuticas) - Universidade Federal de Goiás, Goiânia, 2022. |
dc.identifier.uri.fl_str_mv |
http://repositorio.bc.ufg.br/tede/handle/tede/12006 |
dc.identifier.dark.fl_str_mv |
ark:/38995/0013000003h3b |
identifier_str_mv |
SOUZA, J. A. T. Composição química e variabilidade sazonal dos óleos voláteis das folhas de Siparuna guianensis Aubl. (Siparunaceae). 2022. 45 f. Dissertação (Mestrado em Ciências Farmacêuticas) - Universidade Federal de Goiás, Goiânia, 2022. ark:/38995/0013000003h3b |
url |
http://repositorio.bc.ufg.br/tede/handle/tede/12006 |
dc.language.iso.fl_str_mv |
por |
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por |
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27 |
dc.relation.confidence.fl_str_mv |
500 500 500 |
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22 |
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175 |
dc.rights.driver.fl_str_mv |
Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess |
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Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
Universidade Federal de Goiás |
dc.publisher.program.fl_str_mv |
Programa de Pós-graduação em Ciências Farmacêuticas (FF) |
dc.publisher.initials.fl_str_mv |
UFG |
dc.publisher.country.fl_str_mv |
Brasil |
dc.publisher.department.fl_str_mv |
Faculdade de Farmácia - FF (RG) |
publisher.none.fl_str_mv |
Universidade Federal de Goiás |
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reponame:Repositório Institucional da UFG instname:Universidade Federal de Goiás (UFG) instacron:UFG |
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UFG |
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Repositório Institucional da UFG |
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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_ |
1815172546258010112 |