Digital Morphology Analyzer-Based White Blood Cell Differentials: Practical Considerations for External Quality Assessment
Year: 2026
Type: article
Abstract: Background: Digital morphology (DM) analyzers are increasingly used for white blood cell (WBC) differential counting in routine hematology laboratories, necessitating tailored external quality assessment (EQA) schemes. We evaluated EQA-relevant practical considerations for DM analyzer-based WBC differentials. Methods: Fifteen clinical laboratories participated in a multicenter EQA simulation using five centrally prepared, unstained peripheral blood smear samples. Institution-level post-classification results were analyzed as the primary outcomes. Exploratory analyses were performed using pre-classification and manual microscopic differentials. Examiner-level variability within institutions was evaluated, along with the distributions of WBC-classified and unclassified images following examiner verification. Results: Most participating laboratories used DM analyzers primarily for screening WBC differentials, with predefined criteria for manual microscopic reviews, particularly when abnormal cell populations were noted. Inter-institutional and examiner-level variability were most pronounced for morphologically similar cell classes. Post-classification results were generally comparable with those of manual differentials across most cell classes. The proportion of unclassified images (including artifacts) increased, suggesting that operational and sample-related factors influenced the interpretation of the EQA results. Conclusions: We identified key practical considerations for the EQA of DM analyzer-based WBC differential counting. An appropriate EQA design should incorporate clinically relevant abnormal cell populations and challenging sample types; data interpretation should extend beyond standard deviation index-based metrics to address abnormal cell detection. The overall concordance between post-classification results and manual differentials supports the importance of periodic verification, and slide quality should be considered when implementing DM analyzer-based EQA programs.
Source: Annals of Laboratory Medicine
Language: English
Subfield: Physiology
Field: Medicine
Domain: Health Sciences
Open Access status: diamond
OpenAlex ID: W7203660315
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