Radiation dosimetry by automatic image analysis of dicentric chromosomes.
A system for scoring dicentric chromosomes by image analysis comprised fully automatic location of mitotic cells, automatic retrieval, focus and digitization at high resolution, automatic rejection of nuclei and debris and detection and segmentation of chromosome clusters, automatic centromere location, and subsequent rapid interactive visual review of potential dicentric chromosomes to confirm positives and reject false positives. A calibration set of about 15,000 cells was used to establish the quadratic dose response for 60Co gamma-irradiation. The dose-response function parameters were established by a maximum likelihood technique, and confidence limits in the dose response and in the corresponding inverse curve, of estimated dose for observed dicentric frequency, were established by Monte Carlo techniques. The system was validated in a blind trial by analysing a test set comprising a total of about 8000 cells irradiated to 1 of 10 dose levels, and estimating the doses from the observed dicentric frequency. There was a close correspondence between the estimated and true doses. The overall sensitivity of the system in terms of the proportion of the total population of dicentrics present in the cells analysed that were detected by the system was measured to be about 40%. This implies that about 2.5 times more cells must be analysed by machine than by visual analysis. Taking this factor into account, the measured review time and false positive rates imply that analysis by the system of sufficient cells to provide the equivalent of a visual analysis of 500 cells would require about 1 h for operator review.
Bayley
R
R
MRC Human Genetics Unit, Western General Hospital, Edinburgh, Great Britain.
Carothers
A
A
Chen
X
X
Farrow
S
S
Gordon
J
J
Ji
L
L
Piper
J
J
Rutovitz
D
D
Stark
M
M
Wald
N
N
D002478:Cells, Cultured; D002869:Chromosome Aberrations; D004307:Dose-Response Relationship, Radiation; D005189:False Positive Reactions; D005720:Gamma Rays / Q000009:adverse effects; D006801:Humans; D007091:Image Processing, Computer-Assisted; D008214:Lymphocytes / Q000528:radiation effects; D008297:Male; D009010:Monte Carlo Method; D011829:Radiation Dosage; D012984:Software