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Influence of sample preparation optimization on the accuracy of dose assessment of an automatic non-fluorescent MN scoring system
- Source :
- International Journal of Radiation Biology. 97:1470-1484
- Publication Year :
- 2021
- Publisher :
- Informa UK Limited, 2021.
-
Abstract
- PURPOSE Automatizing the scoring of the cytokinesis-blocked micronucleus assay spares a lot of valuable time. The dose-effect relationship can be applied reliably for dose estimation if the quality of the slides is the same from the perspective of the used image processing algorithm. This aspect brings in additional requirements against the quality of the slides compared to the conventional visual scoring. MATERIALS AND METHODS An add-in software was created to the non-fluorescent RS-MN automatic MN scoring system which is capable of measuring quantitatively the degree of typical anomalies. The image processing is less reliable when the presence of these anomalies is more frequent. The behavior of the designed sample quality parameters (SQPs) was tested on in vitro irradiated peripheral blood samples (0, 1, and 2 Gy) obtained from a healthy donor and also on samples from patients undergoing low dose-rate brachytherapy. RESULTS We examined 20 different SQPs and identified two that are independent and correlate significantly with the error of the fully automatic MN frequency. One is related to the size of the cells and the other reflects the homogeneity of the environment. An equation was established which presents a connection between the error of the auto MN frequency and the SQPs. By adding a fourth cleaning step to the conventional sample preparation and changing the pre-dripping temperature of the slide, the SQP can be modified, and consequently, the sample quality can be improved. The gain in accuracy is 54 ± 10 MN per 1000 binucleated cells, which corresponds to the effects of 0.5 Gy. Around the lowest limit of detection (
- Subjects :
- sample preparation optimization
Scoring system
biodosimetry
medicine.medical_treatment
Brachytherapy
Image processing
Automatic micronucleus assay (MN)
Quality (physics)
Image Processing, Computer-Assisted
medicine
Humans
Radiology, Nuclear Medicine and imaging
Sample preparation
Lymphocytes
Cytokinesis
Mathematics
Protocol (science)
Detection limit
Micronucleus Tests
Radiological and Ultrasound Technology
business.industry
quantified slide quality
Homogeneity (statistics)
Pattern recognition
Artificial intelligence
business
Algorithms
Software
Subjects
Details
- ISSN :
- 13623095 and 09553002
- Volume :
- 97
- Database :
- OpenAIRE
- Journal :
- International Journal of Radiation Biology
- Accession number :
- edsair.doi.dedup.....03e87e3ccf2556a7a681f73c8eab8aef
- Full Text :
- https://doi.org/10.1080/09553002.2021.1962573