Automatic analysis of flow cytometric DNA histograms from irradiated mouse male germ cells.
An automatic procedure for recovering the DNA content distribution of mouse irradiated testis cells from flow cytometric histograms is presented. First, a suitable mathematical model is developed, to represent the pattern of DNA content and fluorescence distribution in the sample. Then a parameter estimation procedure, based on the maximum likelihood approach, is constructed by means of an optimization technique. This procedure has been applied to a set of DNA histograms relative to different doses of 0.4-MeV neutrons and to different time intervals after irradiation. In each case, a good agreement between the measured histograms and the corresponding fits has been obtained. The results indicate that the proposed method for the quantitative analysis of germ cell DNA histograms can be usefully applied to the study of the cytotoxic and mutagenic action of agents of toxicological interest such as ionizing radiations.
Lampariello
F
F
Istituto di Analisi dei Sistemi ed Informatica del CNR, Rome, Italy.
Mauro
F
F
Uccelli
R
R
Spanò
M
M
D000818:Animals; D004247:DNA / Q000032:analysis* / Q000528:radiation effects; D001330:Electronic Data Processing / Q000379:methods*; D005434:Flow Cytometry / Q000379:methods; D008297:Male; D008433:Mathematics; D051379:Mice; D008962:Models, Theoretical; D013094:Spermatozoa / Q000032:analysis / Q000528:radiation effects*
D004247:DNA