Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a linear discriminant analysis model

Detalhes bibliográficos
Autor(a) principal: Barreira, João C.M.
Data de Publicação: 2013
Outros Autores: Costa, Roberto Germano, Pombo, Graça, Ferreira, Isabel C.F.R.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/9506
Resumo: Glycemic and lipidic profiles might be influenced by several factors. The fact that the age group might alter the most extensively evaluated lipidic and glycemic parameters is a more or less well accepted fact. To verify this empirical notion, 996 human subjects aged between 21 and 90 years from different localities were characterized according to age. To assess lipid profile, total cholesterol and cholesterol associated with lipoprotein fractions (c-LDL and c-HDL) and triglycerides were determined. Regarding glycemic profile, glucose and glycated hemoglobin were measured. The majority of the population had values of lipidic parameters fit into the reference values, presenting low or moderate risk for developing cardiovascular disease. Blood glucose was often far above the desirable, but this can be devalued due to the HbA1c values, which were overwhelmingly located in the normal range. The categorization of data in different age groups did not allow defining statistically significant differences. Despite the discriminant linear model was presented, the results indicate that age group did not act as a strong discriminant factor. Somehow unexpectedly, the most significant differences were found among the different localities, which tended to show a similarity according with their latitude. Furthermore, there were no significant correlations in the parameters associated with lipidic profile, but there was a direct correlation between glucose levels and HbA1c (glycemic parameters).
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spelling Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a linear discriminant analysis modelLDL-CHDL-CTriglyceridesGlycated hemoglobinBiostatisticsGlycemic and lipidic profiles might be influenced by several factors. The fact that the age group might alter the most extensively evaluated lipidic and glycemic parameters is a more or less well accepted fact. To verify this empirical notion, 996 human subjects aged between 21 and 90 years from different localities were characterized according to age. To assess lipid profile, total cholesterol and cholesterol associated with lipoprotein fractions (c-LDL and c-HDL) and triglycerides were determined. Regarding glycemic profile, glucose and glycated hemoglobin were measured. The majority of the population had values of lipidic parameters fit into the reference values, presenting low or moderate risk for developing cardiovascular disease. Blood glucose was often far above the desirable, but this can be devalued due to the HbA1c values, which were overwhelmingly located in the normal range. The categorization of data in different age groups did not allow defining statistically significant differences. Despite the discriminant linear model was presented, the results indicate that age group did not act as a strong discriminant factor. Somehow unexpectedly, the most significant differences were found among the different localities, which tended to show a similarity according with their latitude. Furthermore, there were no significant correlations in the parameters associated with lipidic profile, but there was a direct correlation between glucose levels and HbA1c (glycemic parameters).WileyBiblioteca Digital do IPBBarreira, João C.M.Costa, Roberto GermanoPombo, GraçaFerreira, Isabel C.F.R.2014-05-13T14:34:08Z20132013-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfapplication/pdfhttp://hdl.handle.net/10198/9506engBarreira, João C.M.; Costa, Roberto; Pombo, M. Graça; Ferreira, Isabel C.F.R. (2013). Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a Linear Discriminant Analysis model. Journal of Clinical Laboratory Analysis. ISSN 1098-2825. 27:3, p. 237-2441098-282510.1002/jcla.21590info: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:RCAAP2023-11-21T10:22:09Zoai:bibliotecadigital.ipb.pt:10198/9506Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:00:26.529227Repositório 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 Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a linear discriminant analysis model
title Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a linear discriminant analysis model
spellingShingle Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a linear discriminant analysis model
Barreira, João C.M.
LDL-C
HDL-C
Triglycerides
Glycated hemoglobin
Biostatistics
title_short Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a linear discriminant analysis model
title_full Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a linear discriminant analysis model
title_fullStr Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a linear discriminant analysis model
title_full_unstemmed Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a linear discriminant analysis model
title_sort Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a linear discriminant analysis model
author Barreira, João C.M.
author_facet Barreira, João C.M.
Costa, Roberto Germano
Pombo, Graça
Ferreira, Isabel C.F.R.
author_role author
author2 Costa, Roberto Germano
Pombo, Graça
Ferreira, Isabel C.F.R.
author2_role author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Barreira, João C.M.
Costa, Roberto Germano
Pombo, Graça
Ferreira, Isabel C.F.R.
dc.subject.por.fl_str_mv LDL-C
HDL-C
Triglycerides
Glycated hemoglobin
Biostatistics
topic LDL-C
HDL-C
Triglycerides
Glycated hemoglobin
Biostatistics
description Glycemic and lipidic profiles might be influenced by several factors. The fact that the age group might alter the most extensively evaluated lipidic and glycemic parameters is a more or less well accepted fact. To verify this empirical notion, 996 human subjects aged between 21 and 90 years from different localities were characterized according to age. To assess lipid profile, total cholesterol and cholesterol associated with lipoprotein fractions (c-LDL and c-HDL) and triglycerides were determined. Regarding glycemic profile, glucose and glycated hemoglobin were measured. The majority of the population had values of lipidic parameters fit into the reference values, presenting low or moderate risk for developing cardiovascular disease. Blood glucose was often far above the desirable, but this can be devalued due to the HbA1c values, which were overwhelmingly located in the normal range. The categorization of data in different age groups did not allow defining statistically significant differences. Despite the discriminant linear model was presented, the results indicate that age group did not act as a strong discriminant factor. Somehow unexpectedly, the most significant differences were found among the different localities, which tended to show a similarity according with their latitude. Furthermore, there were no significant correlations in the parameters associated with lipidic profile, but there was a direct correlation between glucose levels and HbA1c (glycemic parameters).
publishDate 2013
dc.date.none.fl_str_mv 2013
2013-01-01T00:00:00Z
2014-05-13T14:34:08Z
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/10198/9506
url http://hdl.handle.net/10198/9506
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Barreira, João C.M.; Costa, Roberto; Pombo, M. Graça; Ferreira, Isabel C.F.R. (2013). Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a Linear Discriminant Analysis model. Journal of Clinical Laboratory Analysis. ISSN 1098-2825. 27:3, p. 237-244
1098-2825
10.1002/jcla.21590
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv Wiley
publisher.none.fl_str_mv Wiley
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
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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