title: Automation of spot counting in interphase cytogenetics using brightfield microscopy.
abstract: In situ hybridization techniques allow the enumeration of chromosomal abnormalities and form a great potential for many clinical applications. Although the use of fluorescent labels is preferable regarding sensitivity and colormultiplicity, chromogenic labels can provide an excellent alternative in relatively simple situations, e.g., where it is sufficient to use a centromere specific probe to detect abnormalities of one specific chromosome. When the frequency of chromosomal aberrations is low, several hundreds or even thousands of cells have to be evaluated to achieve sufficient statistical confidence. Since manual counting is tedious, fatiguing, and time consuming, automation can assist to process the slides more efficiently. Therefore, a system has been developed for automated spot counting using brightfield microscopy. This paper addresses both the hardware system aspects and the software image analysis algorithms for nuclei and spot detection. As a result of the automated slide analysis the system provides the frequency spot distribution of the selected cells. The automatic classification can, however, be overruled by human interaction, since each individual cell is stored in a gallery and can be relocated for visual inspection. With this system a thousand cells can be automatically analyzed in approximately 10 min, while an extra 5-10 min is necessary for visual evaluation. The performance of the system was analyzed using a model system for trisomy consisting of a mixture of male and female lymphocytes hybridized with probes for chromosomes 7 and Y. The sensitivity for trisomy detection in the seeding experiment was such that a frequency of 3% trisomic cells could be picked up automatically as being abnormal according to the multiple proportion test, while trisomy as low as 1.5% could be detected after interaction.
authors.affiliation: Department of Cytochemistry and Cytometry, Medical Faculty, Leiden University, The Netherlands.
authors.forename: H
authors.initials: H
authors.lastname: Vrolijk
authors.forename: W C
authors.initials: WC
authors.lastname: Sloos
authors.forename: F M
authors.initials: FM
authors.lastname: van de Rijke
authors.forename: W E
authors.initials: WE
authors.lastname: Mesker
authors.forename: H
authors.initials: H
authors.lastname: Netten
authors.forename: I T
authors.initials: IT
authors.lastname: Young
authors.forename: A K
authors.initials: AK
authors.lastname: Raap
authors.forename: H J
authors.initials: HJ
authors.lastname: Tanke
mesh_terms: D000465:Algorithms; D001331:Automation; D002897:Chromosomes, Human, Pair 7; D003198:Computer Simulation; D005260:Female; D006801:Humans; D017404:In Situ Hybridization, Fluorescence / Q000295:instrumentation / Q000379:methods*; D007399:Interphase; D008214:Lymphocytes / Q000502:physiology*; D008297:Male; D008853:Microscopy; D013997:Time Factors; D014584:User-Computer Interface; D014998:Y Chromosome