Data quality in biofilm high-throughput routine analysis: intralaboratory protocol adaptation and experiment reproducibility

Detalhes bibliográficos
Autor(a) principal: Jorge, Paula Alexandra Silva
Data de Publicação: 2015
Outros Autores: Lourenço, Anália, Pereira, Maria Olívia
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/39597
Resumo: Biofilm research is growing more diverse and dependent on high-throughput technologies and the large-scale production of results aggravates data substantiation. In particular, it is often the case that experimental protocols are adapted to meet the needs of a particular laboratory and no statistical validation of the modified method is provided. This paper discusses the impact of intra-laboratory adaptation and non-rigorous documentation of experimental protocols on biofilm data interchange and validation. The case study is a non-standard, but widely used, workflow for Pseudomonas aeruginosa biofilm development, considering three analysis assays: the crystal violet (CV) assay for biomass quantification, the XTT assay for respiratory activity assessment, and the colony forming units (CFU) assay for determination of cell viability. The ruggedness of the protocol was assessed by introducing small changes in the biofilm growth conditions, which simulate minor protocol adaptations and non-rigorous protocol documentation. Results show that even minor variations in the biofilm growth conditions may affect the results considerably, and that the biofilm analysis assays lack repeatability. Intra-laboratory validation of non-standard protocols is found critical to ensure data quality and enable the comparison of results within and among laboratories.
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spelling Data quality in biofilm high-throughput routine analysis: intralaboratory protocol adaptation and experiment reproducibilityScience & TechnologyBiofilm research is growing more diverse and dependent on high-throughput technologies and the large-scale production of results aggravates data substantiation. In particular, it is often the case that experimental protocols are adapted to meet the needs of a particular laboratory and no statistical validation of the modified method is provided. This paper discusses the impact of intra-laboratory adaptation and non-rigorous documentation of experimental protocols on biofilm data interchange and validation. The case study is a non-standard, but widely used, workflow for Pseudomonas aeruginosa biofilm development, considering three analysis assays: the crystal violet (CV) assay for biomass quantification, the XTT assay for respiratory activity assessment, and the colony forming units (CFU) assay for determination of cell viability. The ruggedness of the protocol was assessed by introducing small changes in the biofilm growth conditions, which simulate minor protocol adaptations and non-rigorous protocol documentation. Results show that even minor variations in the biofilm growth conditions may affect the results considerably, and that the biofilm analysis assays lack repeatability. Intra-laboratory validation of non-standard protocols is found critical to ensure data quality and enable the comparison of results within and among laboratories.We thank the Portuguese Foundation for Science and Technology (FCT) the strategic funding of UID/BIO/04469/2013 unit. The authors also acknowledge the support by FCT and the European Community fund FEDER, through Program COMPETE, under the scope of the Projects AntiPep PTDC/SAU-SAP/113196/2009 (FCOMP-01-0124-FEDER-016012), RECI/BBB-EBI/0179/2012 (FCOMP-01-0124-FEDER-027462), the Projects "BioHealth-Biotechnology and Bioengineering approaches to improve health quality," NORTE-07-0124-FEDER-000027, co-funded by the Programa Operacional Regional do Norte (ON.2-O Novo Norte), QREN, FEDER, and the Agrupamento INBIOMED from DXPCTSUG-FEDER unha maneira de facer Europa (2012/273). The research leading to these results has received funding from the European Union's Seventh Framework Programme FP7/REGPOT-2012-2013.1 under grant agreement No. 316265, BIOCAPS. This document reflects only the author's views, and the European Union is not liable for any use that may be made of the information contained herein. The authors also acknowledge the Ph.D. Grant of Paula Jorge, Ref. SFRH/BD/88192/2012.AOAC InternationalUniversidade do MinhoJorge, Paula Alexandra SilvaLourenço, AnáliaPereira, Maria Olívia2015-112015-11-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/39597engJorge, P.; Lourenço, Anália; Pereira, Maria Olívia, Data quality in biofilm high-throughput routine analysis: intralaboratory protocol adaptation and experiment reproducibility. Journal of AOAC International, 98(6), 1721-1727, 20151060-327110.5740/jaoacint.15-06626651585http://www.ingentaconnect.com/content/aoac/jaoacinfo: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:RCAAP2023-07-21T12:27:53Zoai:repositorium.sdum.uminho.pt:1822/39597Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:22:35.658039Repositório 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 Data quality in biofilm high-throughput routine analysis: intralaboratory protocol adaptation and experiment reproducibility
title Data quality in biofilm high-throughput routine analysis: intralaboratory protocol adaptation and experiment reproducibility
spellingShingle Data quality in biofilm high-throughput routine analysis: intralaboratory protocol adaptation and experiment reproducibility
Jorge, Paula Alexandra Silva
Science & Technology
title_short Data quality in biofilm high-throughput routine analysis: intralaboratory protocol adaptation and experiment reproducibility
title_full Data quality in biofilm high-throughput routine analysis: intralaboratory protocol adaptation and experiment reproducibility
title_fullStr Data quality in biofilm high-throughput routine analysis: intralaboratory protocol adaptation and experiment reproducibility
title_full_unstemmed Data quality in biofilm high-throughput routine analysis: intralaboratory protocol adaptation and experiment reproducibility
title_sort Data quality in biofilm high-throughput routine analysis: intralaboratory protocol adaptation and experiment reproducibility
author Jorge, Paula Alexandra Silva
author_facet Jorge, Paula Alexandra Silva
Lourenço, Anália
Pereira, Maria Olívia
author_role author
author2 Lourenço, Anália
Pereira, Maria Olívia
author2_role author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Jorge, Paula Alexandra Silva
Lourenço, Anália
Pereira, Maria Olívia
dc.subject.por.fl_str_mv Science & Technology
topic Science & Technology
description Biofilm research is growing more diverse and dependent on high-throughput technologies and the large-scale production of results aggravates data substantiation. In particular, it is often the case that experimental protocols are adapted to meet the needs of a particular laboratory and no statistical validation of the modified method is provided. This paper discusses the impact of intra-laboratory adaptation and non-rigorous documentation of experimental protocols on biofilm data interchange and validation. The case study is a non-standard, but widely used, workflow for Pseudomonas aeruginosa biofilm development, considering three analysis assays: the crystal violet (CV) assay for biomass quantification, the XTT assay for respiratory activity assessment, and the colony forming units (CFU) assay for determination of cell viability. The ruggedness of the protocol was assessed by introducing small changes in the biofilm growth conditions, which simulate minor protocol adaptations and non-rigorous protocol documentation. Results show that even minor variations in the biofilm growth conditions may affect the results considerably, and that the biofilm analysis assays lack repeatability. Intra-laboratory validation of non-standard protocols is found critical to ensure data quality and enable the comparison of results within and among laboratories.
publishDate 2015
dc.date.none.fl_str_mv 2015-11
2015-11-01T00:00:00Z
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/1822/39597
url http://hdl.handle.net/1822/39597
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Jorge, P.; Lourenço, Anália; Pereira, Maria Olívia, Data quality in biofilm high-throughput routine analysis: intralaboratory protocol adaptation and experiment reproducibility. Journal of AOAC International, 98(6), 1721-1727, 2015
1060-3271
10.5740/jaoacint.15-066
26651585
http://www.ingentaconnect.com/content/aoac/jaoac
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv AOAC International
publisher.none.fl_str_mv AOAC International
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instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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