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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2017
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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. |
format | Online Article Text |
id | pubmed-5709311 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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