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Evaluation of semi-automatic image analysis tools for cerebrospinal fluid electrophoresis of IgG oligoclonal bands
- Source :
- Practical Laboratory Medicine, Practical Laboratory Medicine, Vol 10, Iss C, Pp 1-9 (2018)
- Publication Year :
- 2018
- Publisher :
- Elsevier BV, 2018.
-
Abstract
- 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.
- Subjects :
- Oligoclonal bands
Electrophoretogram
Clinical Biochemistry
02 engineering and technology
Article
lcsh:Chemistry
03 medical and health sciences
Sensitivity
0302 clinical medicine
Cerebrospinal fluid
0202 electrical engineering, electronic engineering, information engineering
Medicine
Repeatability
lcsh:R5-920
Reproducibility
Chromatography
Radiological and Ultrasound Technology
business.industry
Isoelectric focusing
Electrophoresis
lcsh:QD1-999
020201 artificial intelligence & image processing
Semi automatic
Analysis tools
lcsh:Medicine (General)
business
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 23525517
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- Practical Laboratory Medicine
- Accession number :
- edsair.doi.dedup.....c38afcca46a0ae4caac8b5738f0af31d