Working toward consensus among professionals in the identification of classical cervical cytomorphological characteristics in whole slide images.

INTRODUCTION: Cervical cancer is one of the most common causes of death in women worldwide.([1]) The introduction of cervical cytology in screening programs is an effective way for early detection and treatment of cervical precancerous lesions. Conventional screening of cervical cytology slides is still considered the current "gold standard" for the assessment of proficiency in becoming a cytotechnician, but diagnosis using digital whole slide images (WSI) may offer many advantages. MATERIALS AND METHODS: In this study, we have used a selection of WSI from thin-layer specimens of the most common cervical infections and (pre) neoplastic lesions, and hypothesized that weekly WSI based case-meetings would help to obtain optimal acceptance of the new digital workflow in daily pathology practice. A questionnaire, before and after the test period was used to study the effect of our approach. RESULTS: The participants clearly had to go through a learning curve to get accustomed to viewing WSI. In the beginning, there was a little self-confidence in recognizing classical cervical cytomorphological features in the WSI, and there were complaints about the speed of viewing and insufficient Z-resolution for cell groups. Adjusting the Z-stack settings resulted in better three-dimensional information due to better focusing options. Weekly meetings appeared to be instrumental in the implementation process, as participants had to select and present WSI from thematic cases themselves, and thereby, got used to viewing WSI. Some WSI were replaced by better ones until a final set of 45 representatives WSI remained. Eventually, the consensus was reached among all participants that cytomorphological features in WSI from thin-layers cervical specimens could comparably be appreciated in WSI as by conventional microscopy. The selection of 45 WSI was now used to create a digital WSI based reference atlas to support further studies. CONCLUSION: We have obtained consensus between professionals that WSI from cervical cytology can be used to identify cytomorphological features, necessary for diagnosis. In addition, we observed that active participation of professionals had a positive effect on the overall acceptance of WSI and was important in the change management.

A travel report of the implementation of virtual whole slide images in routine surgical pathology.

Virtual microscopy is the terminology used to indicate the use of digitized images of whole slides for inspection of cells and tissue sections on computer screens as an add-on or replacement for conventional microscopy using bright field or other types of illumination in combination with a wide variety of microscope brands. Although technically there is no longer a limit in the size and colour composition of the images, the logistics of embedding virtual microscopy in daily routine of a diagnostic process are still a relatively open area where new pitfalls and opportunities can be found. In this article, we described various aspects in the process. None of them had been planned in advance, but mostly originated from observations done during the different steps towards implementation of virtual microscopy in daily routine, for example, the choice between the different scanner types and their (dis)advantages, issues on storing and retrieval and at last, the effect of digitalization on the diagnostic process. This approach resulted in a manuscript that in a way has more the appearance of a story than of a scientific study with strict protocols, with a clear cut question in advance, a research plan and expected outcome. Depending on the purpose of the virtual slides in a given situation, different solutions must be found locally.

Data-driven compensation for flow cytometry of solid tissues.

Propidium Iodide is a fluorochrome that is used to measure the DNA content of individual cells, taken from solid tissues, with a flow cytometer. Compensation for spectral cross-over of this fluorochrome still leads to compensation results that are depending on operator experience. We present a data-driven compensation (DDC) algorithm that is designed to automatically compensate combined DNA phenotype flow cytometry acquisitions. The generated compensation values of the DDC algorithm are validated by comparison with manually determined compensation values. The results show that (1) compensation of two-color flow cytometry leads to comparable results using either manual compensation or the DDC method; (2) DDC can calculate sample-specific compensation trace lines; (3) the effects of two different approaches to calculate compensation values can be visualized within one sample. We conclude that the DDC algorithm contributes to the standardization of compensation for spectral cross-over in flow cytometry of solid tissues.

A prediction model for selecting patients undergoing in vitro fertilization for elective single embryo transfer.

OBJECTIVE: Construction of a prediction model to enable the selection of patients for elective single ET. DESIGN: Retrospective cohort study. SETTING: Fertility center in a tertiary referral university hospital. PATIENT(S): Six hundred forty-two women undergoing their first IVF treatment cycle in which no more than two embryos were transferred. INTERVENTION(S): Database analysis. MAIN OUTCOME MEASURE(S): Ongoing pregnancy and multiple pregnancy. RESULT(S): In multivariate analysis, the best predictors for ongoing pregnancy were female age, the number of retrieved oocytes, the developmental stage score and the morphology score of the two best embryos available for transfer, and the day of transfer. Younger age and high quality of transferred embryos were the best predictors for increased risk of multiple pregnancy. The resulting model enables the calculation of probabilities of pregnancy and twin pregnancy. Depending on embryo quality, there is a threshold age under which the chance of singleton pregnancy is higher if one embryo is transferred compared with two embryos. CONCLUSION(S): Application of this model may enable a reduction in the chance of twin pregnancy without compromising singleton pregnancy rates in a subgroup of patients undergoing IVF.