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Evaluation of semi-automatic image analysis tools for cerebrospinal fluid electrophoresis of IgG oligoclonal bands

BACKGROUND: IgG concentrations in cerebrospinal fluid generally range from 20 to 45 mg/L. In multiple sclerosis immune reactions lead to intrathecal synthesis of specific IgGs that can be detected in biological fluid samples both quantitatively and qualitatively by isoelectric focusing of supplement...

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Detalles Bibliográficos
Autores principales: Forzy, G., Peyrodie, L., Boudet, S., Wang, Z., Vinclair, A., Chieux, V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5709311/
https://www.ncbi.nlm.nih.gov/pubmed/29204509
http://dx.doi.org/10.1016/j.plabm.2017.11.001
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author Forzy, G.
Peyrodie, L.
Boudet, S.
Wang, Z.
Vinclair, A.
Chieux, V.
author_facet Forzy, G.
Peyrodie, L.
Boudet, S.
Wang, Z.
Vinclair, A.
Chieux, V.
author_sort Forzy, G.
collection PubMed
description BACKGROUND: IgG concentrations in cerebrospinal fluid generally range from 20 to 45 mg/L. In multiple sclerosis immune reactions lead to intrathecal synthesis of specific IgGs that can be detected in biological fluid samples both quantitatively and qualitatively by isoelectric focusing of supplementary oligoclonal IgG bands. METHOD: A simple tool, using the MATLAB application, to facilitate and improve isoelectric focusing profile analysis is presented and evaluated in terms of its sensitivity, repeatability and reproducibility. A comparison between human readers and semi-automatic method has also been performed. RESULTS: Results from the semi-automatic method were found to be equivalent or superior to generally employed laboratory methods. Repeatability analysis for semi-automatic processing yielded coefficients of variation (CVs) in the 3–7% range, and using a sample with an estimated IgG concentration of 200 mg/L, four bands were still visible after dilution to 5 mg/L, corresponding to band concentrations of 1.1–1.6 mg/L. Discordances between visual inspection and automatic analysis only appear at threshold levels for interpretation (the gray zone). CONCLUSION: The semi-automatic method has acceptable performance for routine implementation.
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spelling pubmed-57093112017-12-04 Evaluation of semi-automatic image analysis tools for cerebrospinal fluid electrophoresis of IgG oligoclonal bands Forzy, G. Peyrodie, L. Boudet, S. Wang, Z. Vinclair, A. Chieux, V. Pract Lab Med Article BACKGROUND: IgG concentrations in cerebrospinal fluid generally range from 20 to 45 mg/L. In multiple sclerosis immune reactions lead to intrathecal synthesis of specific IgGs that can be detected in biological fluid samples both quantitatively and qualitatively by isoelectric focusing of supplementary oligoclonal IgG bands. METHOD: A simple tool, using the MATLAB application, to facilitate and improve isoelectric focusing profile analysis is presented and evaluated in terms of its sensitivity, repeatability and reproducibility. A comparison between human readers and semi-automatic method has also been performed. RESULTS: Results from the semi-automatic method were found to be equivalent or superior to generally employed laboratory methods. Repeatability analysis for semi-automatic processing yielded coefficients of variation (CVs) in the 3–7% range, and using a sample with an estimated IgG concentration of 200 mg/L, four bands were still visible after dilution to 5 mg/L, corresponding to band concentrations of 1.1–1.6 mg/L. Discordances between visual inspection and automatic analysis only appear at threshold levels for interpretation (the gray zone). CONCLUSION: The semi-automatic method has acceptable performance for routine implementation. Elsevier 2017-11-10 /pmc/articles/PMC5709311/ /pubmed/29204509 http://dx.doi.org/10.1016/j.plabm.2017.11.001 Text en © 2017 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Forzy, G.
Peyrodie, L.
Boudet, S.
Wang, Z.
Vinclair, A.
Chieux, V.
Evaluation of semi-automatic image analysis tools for cerebrospinal fluid electrophoresis of IgG oligoclonal bands
title Evaluation of semi-automatic image analysis tools for cerebrospinal fluid electrophoresis of IgG oligoclonal bands
title_full Evaluation of semi-automatic image analysis tools for cerebrospinal fluid electrophoresis of IgG oligoclonal bands
title_fullStr Evaluation of semi-automatic image analysis tools for cerebrospinal fluid electrophoresis of IgG oligoclonal bands
title_full_unstemmed Evaluation of semi-automatic image analysis tools for cerebrospinal fluid electrophoresis of IgG oligoclonal bands
title_short Evaluation of semi-automatic image analysis tools for cerebrospinal fluid electrophoresis of IgG oligoclonal bands
title_sort evaluation of semi-automatic image analysis tools for cerebrospinal fluid electrophoresis of igg oligoclonal bands
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5709311/
https://www.ncbi.nlm.nih.gov/pubmed/29204509
http://dx.doi.org/10.1016/j.plabm.2017.11.001
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