Near infrared reflectance spectroscopy for the determination of free gossypol in cottonseed meal

Detalhes bibliográficos
Autor(a) principal: Lordelo, M.M.
Data de Publicação: 2008
Outros Autores: Shaaban, S.A., Dale, N.M., Calhoun, M.C., Vendrel, P.F., Davis, A.J.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.5/1275
Resumo: Gossypol is a toxic polyphenolic compound produced by the pigment glands of the cotton plant. The free gossypol content of cottonseed meal (CSM) is commonly determined by the American Oil Chemists’ Society (AOCS) wet chemistry method. The AOCS method, however, laboratory-intensive, time-consuming, and therefore, not practical for quick field analyses. To determine if the free gossypol content of CSM could be predicted by near infrared reflectance spectroscopy (NIRS), CSM samples were collected from all over the world. All CSM samples were ground and a portion of each analyzed for free gossypol by the AOCS procedure (reference data) and by NIRS (reflectance data). Both reflectance and reference data were combined in calibration. The coefficient of determination (r2) and standard error of prediction (SEP) were used to assess the calibration accuracy. The r2 was 0.728, and the SEP was 0.034 for the initial calibration that included samples from all over the world. However, the r2 and SEP improved to 0.921 and 0.014, respectively, if the calibration was made using CSM samples only from the United States. These results indicate that a general prediction equation can be developed to predict the free gossypol content of CSM by NIRS. From a practical standpoint, NIRS technology provides a method for quickly assessing whether a particular batch of CSM has a free gossypol content low enough to be suitable for use in poultry diets.
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spelling Near infrared reflectance spectroscopy for the determination of free gossypol in cottonseed mealcottonseed mealgossypolnear infrared reflectance spectroscopyGossypol is a toxic polyphenolic compound produced by the pigment glands of the cotton plant. The free gossypol content of cottonseed meal (CSM) is commonly determined by the American Oil Chemists’ Society (AOCS) wet chemistry method. The AOCS method, however, laboratory-intensive, time-consuming, and therefore, not practical for quick field analyses. To determine if the free gossypol content of CSM could be predicted by near infrared reflectance spectroscopy (NIRS), CSM samples were collected from all over the world. All CSM samples were ground and a portion of each analyzed for free gossypol by the AOCS procedure (reference data) and by NIRS (reflectance data). Both reflectance and reference data were combined in calibration. The coefficient of determination (r2) and standard error of prediction (SEP) were used to assess the calibration accuracy. The r2 was 0.728, and the SEP was 0.034 for the initial calibration that included samples from all over the world. However, the r2 and SEP improved to 0.921 and 0.014, respectively, if the calibration was made using CSM samples only from the United States. These results indicate that a general prediction equation can be developed to predict the free gossypol content of CSM by NIRS. From a practical standpoint, NIRS technology provides a method for quickly assessing whether a particular batch of CSM has a free gossypol content low enough to be suitable for use in poultry diets.This research was supported in part by grant 05-635GA from the Georgian Cotton Commission, Perry, GAPoultry Science Association, Inc.Repositório da Universidade de LisboaLordelo, M.M.Shaaban, S.A.Dale, N.M.Calhoun, M.C.Vendrel, P.F.Davis, A.J.2009-09-24T16:00:45Z20082008-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.5/1275eng"J. Appl. Poult. Res." 17 (2008) 243-248doi: 10.3382/japr.2007-00078info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-06T14:32:32Zoai:www.repository.utl.pt:10400.5/1275Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:49:26.615723Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Near infrared reflectance spectroscopy for the determination of free gossypol in cottonseed meal
title Near infrared reflectance spectroscopy for the determination of free gossypol in cottonseed meal
spellingShingle Near infrared reflectance spectroscopy for the determination of free gossypol in cottonseed meal
Lordelo, M.M.
cottonseed meal
gossypol
near infrared reflectance spectroscopy
title_short Near infrared reflectance spectroscopy for the determination of free gossypol in cottonseed meal
title_full Near infrared reflectance spectroscopy for the determination of free gossypol in cottonseed meal
title_fullStr Near infrared reflectance spectroscopy for the determination of free gossypol in cottonseed meal
title_full_unstemmed Near infrared reflectance spectroscopy for the determination of free gossypol in cottonseed meal
title_sort Near infrared reflectance spectroscopy for the determination of free gossypol in cottonseed meal
author Lordelo, M.M.
author_facet Lordelo, M.M.
Shaaban, S.A.
Dale, N.M.
Calhoun, M.C.
Vendrel, P.F.
Davis, A.J.
author_role author
author2 Shaaban, S.A.
Dale, N.M.
Calhoun, M.C.
Vendrel, P.F.
Davis, A.J.
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Lordelo, M.M.
Shaaban, S.A.
Dale, N.M.
Calhoun, M.C.
Vendrel, P.F.
Davis, A.J.
dc.subject.por.fl_str_mv cottonseed meal
gossypol
near infrared reflectance spectroscopy
topic cottonseed meal
gossypol
near infrared reflectance spectroscopy
description Gossypol is a toxic polyphenolic compound produced by the pigment glands of the cotton plant. The free gossypol content of cottonseed meal (CSM) is commonly determined by the American Oil Chemists’ Society (AOCS) wet chemistry method. The AOCS method, however, laboratory-intensive, time-consuming, and therefore, not practical for quick field analyses. To determine if the free gossypol content of CSM could be predicted by near infrared reflectance spectroscopy (NIRS), CSM samples were collected from all over the world. All CSM samples were ground and a portion of each analyzed for free gossypol by the AOCS procedure (reference data) and by NIRS (reflectance data). Both reflectance and reference data were combined in calibration. The coefficient of determination (r2) and standard error of prediction (SEP) were used to assess the calibration accuracy. The r2 was 0.728, and the SEP was 0.034 for the initial calibration that included samples from all over the world. However, the r2 and SEP improved to 0.921 and 0.014, respectively, if the calibration was made using CSM samples only from the United States. These results indicate that a general prediction equation can be developed to predict the free gossypol content of CSM by NIRS. From a practical standpoint, NIRS technology provides a method for quickly assessing whether a particular batch of CSM has a free gossypol content low enough to be suitable for use in poultry diets.
publishDate 2008
dc.date.none.fl_str_mv 2008
2008-01-01T00:00:00Z
2009-09-24T16:00:45Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.5/1275
url http://hdl.handle.net/10400.5/1275
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv "J. Appl. Poult. Res." 17 (2008) 243-248
doi: 10.3382/japr.2007-00078
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 Poultry Science Association, Inc.
publisher.none.fl_str_mv Poultry Science Association, Inc.
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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