Variability in baseline laboratory measurements of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil)

Detalhes bibliográficos
Autor(a) principal: Ladwig, Ruben
Data de Publicação: 2016
Outros Autores: 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
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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spelling 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.
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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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