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

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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).
Autores principais:Barreira, João C.M.
Outros Autores:Costa, Roberto Germano; Pombo, Graça; Ferreira, Isabel C.F.R.
Assunto:LDL-C HDL-C Triglycerides Glycated hemoglobin Biostatistics
Ano:2013
País:Portugal
Tipo de documento:artigo
Tipo de acesso:acesso aberto
Instituição associada:Instituto Politécnico de Bragança
Idioma:inglês
Origem:Biblioteca Digital do IPB
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author Barreira, João C.M.
author2 Costa, Roberto Germano
Pombo, Graça
Ferreira, Isabel C.F.R.
author2_role author
author
author
author_facet Barreira, João C.M.
Costa, Roberto Germano
Pombo, Graça
Ferreira, Isabel C.F.R.
author_role author
contributor_name_str_mv Biblioteca Digital do IPB
country_str PT
creators_json_txt [{\"Person.name\":\"Barreira, João C.M.\",\"Person.identifier.orcid\":\"0000-0003-1233-0990\"},{\"Person.name\":\"Costa, Roberto Germano\"},{\"Person.name\":\"Pombo, Graça\"},{\"Person.name\":\"Ferreira, Isabel C.F.R.\",\"Person.identifier.orcid\":\"0000-0003-4910-4882\"}]
datacite.contributors.contributor.contributorName.fl_str_mv Biblioteca Digital do IPB
datacite.creators.creator.creatorName.fl_str_mv Barreira, João C.M.
Costa, Roberto Germano
Pombo, Graça
Ferreira, Isabel C.F.R.
datacite.date.Accepted.fl_str_mv 2013-01-01T00:00:00Z
datacite.date.available.fl_str_mv 2014-05-13T14:34:08Z
datacite.date.embargoed.fl_str_mv 2014-05-13T14:34:08Z
datacite.rights.fl_str_mv http://purl.org/coar/access_right/c_abf2
datacite.subjects.subject.fl_str_mv LDL-C
HDL-C
Triglycerides
Glycated hemoglobin
Biostatistics
datacite.titles.title.fl_str_mv Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a linear discriminant analysis model
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.creator.none.fl_str_mv Barreira, João C.M.
Costa, Roberto Germano
Pombo, Graça
Ferreira, Isabel C.F.R.
dc.date.Accepted.fl_str_mv 2013-01-01T00:00:00Z
dc.date.available.fl_str_mv 2014-05-13T14:34:08Z
dc.date.embargoed.fl_str_mv 2014-05-13T14:34:08Z
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.identifier.none.fl_str_mv http://hdl.handle.net/10198/9506
dc.language.none.fl_str_mv eng
dc.publisher.none.fl_str_mv Wiley
dc.rights.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.subject.none.fl_str_mv LDL-C
HDL-C
Triglycerides
Glycated hemoglobin
Biostatistics
dc.title.fl_str_mv Intersubject variability of blood analysis reference values: assessment of age and locality influence by means of a linear discriminant analysis model
dc.type.none.fl_str_mv http://purl.org/coar/resource_type/c_6501
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).
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eu_rights_str_mv openAccess
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oai_identifier_str oai:bibliotecadigital.ipb.pt:10198/9506
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person_str_mv Barreira, João C.M.
Barreira, João C.M.
http://orcid.org/0000-0003-1233-0990
0000-0003-1233-0990
Costa, Roberto Germano
Pombo, Graça
Ferreira, Isabel C.F.R.
Ferreira, Isabel C.F.R.
https://www.ciencia-id.pt/9418-CF95-9919
9418-CF95-9919
http://orcid.org/0000-0003-4910-4882
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publishDate 2013
publisher.none.fl_str_mv Wiley
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spelling engWileyporGlycemic 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).application/pdfapplication/pdfporIntersubject variability of blood analysis reference values: assessment of age and locality influence by means of a linear discriminant analysis modelPersonalBarreira, João C.M.DSpacehttp://dspace.org/items/4629b12c-39b0-4da8-8b8d-6efba5cf2d81DSpacehttp://dspace.org/items/4629b12c-39b0-4da8-8b8d-6efba5cf2d81BarreiraJoão C.M.ORCIDhttp://orcid.org0000-0003-1233-0990Researcher IDhttps://www.researcherid.comD-8269-2013Scopus Author IDhttps://www.scopus.com54895546900Costa, Roberto GermanoPombo, GraçaPersonalFerreira, Isabel C.F.R.DSpacehttp://dspace.org/items/bd0d1537-2e03-41fb-b27a-140af9c35db8DSpacehttp://dspace.org/items/bd0d1537-2e03-41fb-b27a-140af9c35db8FerreiraIsabel C.F.R.Ciência IDhttps://www.ciencia-id.pt9418-CF95-9919ORCIDhttp://orcid.org0000-0003-4910-4882Researcher IDhttps://www.researcherid.comE-8500-2013Scopus Author IDhttps://www.scopus.com36868826600HostingInstitutionOrganizationalBiblioteca Digital do IPBe-mailmailto:dspace@ipb.ptdspace@ipb.ptISSNIsPartOf1098-2825DOIIsPartOf10.1002/jcla.215902014-05-13T14:34:08Z20132013-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/9506http://purl.org/coar/access_right/c_abf2open accessLDL-CHDL-CTriglyceridesGlycated hemoglobinBiostatistics2257066 bytes609010 bytesliteraturehttp://purl.org/coar/resource_type/c_6501journal articlehttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/9c5398ff-ff58-476c-901a-4ce20793630b/downloadhttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/fb821175-b89a-4fd5-bd32-b0775dcfc05e/downloadJournal of Clinical Laboratory Analysis27237244
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
status SINGLETON
subject.fl_str_mv LDL-C
HDL-C
Triglycerides
Glycated hemoglobin
Biostatistics
title 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_short 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
topic LDL-C
HDL-C
Triglycerides
Glycated hemoglobin
Biostatistics
topic_facet LDL-C
HDL-C
Triglycerides
Glycated hemoglobin
Biostatistics
url http://hdl.handle.net/10198/9506
visible 1