Variability in baseline laboratory measurements of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil)
Autor(a) principal: | |
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Data de Publicação: | 2016 |
Outros Autores: | , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UFRGS |
Texto Completo: | http://hdl.handle.net/10183/150111 |
Resumo: | Multi-center epidemiological studies must ascertain that their measurements are accurate and reliable. For laboratory measurements, reliability can be assessed through investigation of reproducibility of measurements in the same individual. In this paper, we present results from the quality control analysis of the baseline laboratory measurements from the ELSA-Brasil study. The study enrolled 15,105 civil servants at 6 research centers in 3 regions of Brazil between 2008–2010, with multiple biochemical analytes being measured at a central laboratory. Quality control was ascertained through standard laboratory evaluation of intra- and inter-assay variability and test-retest analysis in a subset of randomly chosen participants. An additional sample of urine or blood was collected from these participants, and these samples were handled in the same manner as the original ones, locally and at the central laboratory. Reliability was assessed with the intraclass correlation coefficient (ICC), estimated through a random effects model. Coefficients of variation (CV) and Bland-Altman plots were additionally used to assess measurement variability. Laboratory intra and inter-assay CVs varied from 0.86% to 7.77%. From test-retest analyses, the ICCs were high for the majority of the analytes. Notably lower ICCs were observed for serum sodium (ICC=0.50; 95%CI=0.31–0.65) and serum potassium (ICC=0.73; 95%CI=0.60–0.83), due to the small biological range of these analytes. The CVs ranged from 1 to 14%. The Bland-Altman plots confirmed these results. The quality control analyses showed that the collection, processing and measurement protocols utilized in the ELSA-Brasil produced reliable biochemical measurements. |
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Ladwig, RubenVigo, ÁlvaroFedeli, Ligia Maria GiongoChambless, Lloyd EllwoodBenseñor, Isabela Judith MartinsSchmidt, Maria InêsVidigal, Pedro GuatimosimCastilhos, Cristina Dickie deDuncan, Bruce Bartholow2016-12-16T02:16:40Z20160100-879Xhttp://hdl.handle.net/10183/150111001003473Multi-center epidemiological studies must ascertain that their measurements are accurate and reliable. For laboratory measurements, reliability can be assessed through investigation of reproducibility of measurements in the same individual. In this paper, we present results from the quality control analysis of the baseline laboratory measurements from the ELSA-Brasil study. The study enrolled 15,105 civil servants at 6 research centers in 3 regions of Brazil between 2008–2010, with multiple biochemical analytes being measured at a central laboratory. Quality control was ascertained through standard laboratory evaluation of intra- and inter-assay variability and test-retest analysis in a subset of randomly chosen participants. An additional sample of urine or blood was collected from these participants, and these samples were handled in the same manner as the original ones, locally and at the central laboratory. Reliability was assessed with the intraclass correlation coefficient (ICC), estimated through a random effects model. Coefficients of variation (CV) and Bland-Altman plots were additionally used to assess measurement variability. Laboratory intra and inter-assay CVs varied from 0.86% to 7.77%. From test-retest analyses, the ICCs were high for the majority of the analytes. Notably lower ICCs were observed for serum sodium (ICC=0.50; 95%CI=0.31–0.65) and serum potassium (ICC=0.73; 95%CI=0.60–0.83), due to the small biological range of these analytes. The CVs ranged from 1 to 14%. The Bland-Altman plots confirmed these results. The quality control analyses showed that the collection, processing and measurement protocols utilized in the ELSA-Brasil produced reliable biochemical measurements.application/pdfengBrazilian journal of medical and biological research. Ribeirão Preto. Vol. 49, n. 9 (2016), [8 f.]Estatística médicaMulti-center studiesLaboratory measurementsQuality controlVariability in baseline laboratory measurements of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil)info:eu-repo/semantics/articleinfo:eu-repo/semantics/otherinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRGSinstname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSORIGINAL001003473.pdf001003473.pdfTexto completo (inglês)application/pdf207524http://www.lume.ufrgs.br/bitstream/10183/150111/1/001003473.pdf5404019966d8082057b8bf4586244762MD51TEXT001003473.pdf.txt001003473.pdf.txtExtracted Texttext/plain29840http://www.lume.ufrgs.br/bitstream/10183/150111/2/001003473.pdf.txt8dd0a4b995ef9a3bf105f7589f87fa86MD52THUMBNAIL001003473.pdf.jpg001003473.pdf.jpgGenerated Thumbnailimage/jpeg1775http://www.lume.ufrgs.br/bitstream/10183/150111/3/001003473.pdf.jpg8aefdf27158bca3d1a92ae36c15c716aMD5310183/1501112021-09-18 04:41:42.855404oai:www.lume.ufrgs.br:10183/150111Repositório de PublicaçõesPUBhttps://lume.ufrgs.br/oai/requestopendoar:2021-09-18T07:41:42Repositório Institucional da UFRGS - Universidade Federal do Rio Grande do Sul (UFRGS)false |
dc.title.pt_BR.fl_str_mv |
Variability in baseline laboratory measurements of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) |
title |
Variability in baseline laboratory measurements of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) |
spellingShingle |
Variability in baseline laboratory measurements of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) Ladwig, Ruben Estatística médica Multi-center studies Laboratory measurements Quality control |
title_short |
Variability in baseline laboratory measurements of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) |
title_full |
Variability in baseline laboratory measurements of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) |
title_fullStr |
Variability in baseline laboratory measurements of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) |
title_full_unstemmed |
Variability in baseline laboratory measurements of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) |
title_sort |
Variability in baseline laboratory measurements of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) |
author |
Ladwig, Ruben |
author_facet |
Ladwig, Ruben Vigo, Álvaro Fedeli, Ligia Maria Giongo Chambless, Lloyd Ellwood Benseñor, Isabela Judith Martins Schmidt, Maria Inês Vidigal, Pedro Guatimosim Castilhos, Cristina Dickie de Duncan, Bruce Bartholow |
author_role |
author |
author2 |
Vigo, Álvaro Fedeli, Ligia Maria Giongo Chambless, Lloyd Ellwood Benseñor, Isabela Judith Martins Schmidt, Maria Inês Vidigal, Pedro Guatimosim Castilhos, Cristina Dickie de Duncan, Bruce Bartholow |
author2_role |
author author author author author author author author |
dc.contributor.author.fl_str_mv |
Ladwig, Ruben Vigo, Álvaro Fedeli, Ligia Maria Giongo Chambless, Lloyd Ellwood Benseñor, Isabela Judith Martins Schmidt, Maria Inês Vidigal, Pedro Guatimosim Castilhos, Cristina Dickie de Duncan, Bruce Bartholow |
dc.subject.por.fl_str_mv |
Estatística médica |
topic |
Estatística médica Multi-center studies Laboratory measurements Quality control |
dc.subject.eng.fl_str_mv |
Multi-center studies Laboratory measurements Quality control |
description |
Multi-center epidemiological studies must ascertain that their measurements are accurate and reliable. For laboratory measurements, reliability can be assessed through investigation of reproducibility of measurements in the same individual. In this paper, we present results from the quality control analysis of the baseline laboratory measurements from the ELSA-Brasil study. The study enrolled 15,105 civil servants at 6 research centers in 3 regions of Brazil between 2008–2010, with multiple biochemical analytes being measured at a central laboratory. Quality control was ascertained through standard laboratory evaluation of intra- and inter-assay variability and test-retest analysis in a subset of randomly chosen participants. An additional sample of urine or blood was collected from these participants, and these samples were handled in the same manner as the original ones, locally and at the central laboratory. Reliability was assessed with the intraclass correlation coefficient (ICC), estimated through a random effects model. Coefficients of variation (CV) and Bland-Altman plots were additionally used to assess measurement variability. Laboratory intra and inter-assay CVs varied from 0.86% to 7.77%. From test-retest analyses, the ICCs were high for the majority of the analytes. Notably lower ICCs were observed for serum sodium (ICC=0.50; 95%CI=0.31–0.65) and serum potassium (ICC=0.73; 95%CI=0.60–0.83), due to the small biological range of these analytes. The CVs ranged from 1 to 14%. The Bland-Altman plots confirmed these results. The quality control analyses showed that the collection, processing and measurement protocols utilized in the ELSA-Brasil produced reliable biochemical measurements. |
publishDate |
2016 |
dc.date.accessioned.fl_str_mv |
2016-12-16T02:16:40Z |
dc.date.issued.fl_str_mv |
2016 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/other |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
format |
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status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10183/150111 |
dc.identifier.issn.pt_BR.fl_str_mv |
0100-879X |
dc.identifier.nrb.pt_BR.fl_str_mv |
001003473 |
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url |
http://hdl.handle.net/10183/150111 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.ispartof.pt_BR.fl_str_mv |
Brazilian journal of medical and biological research. Ribeirão Preto. Vol. 49, n. 9 (2016), [8 f.] |
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openAccess |
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