Blog . Lab Workflow. March 02, 2023

Historical perspectives in hematology laboratory automation: The barriers and breakthroughs

Lab Workflow
Lianne Trantz
By Lianne Trantz
Evolution of automated cell counters

Counting and classifying blood cells is one of the oldest laboratory methods available for the evaluation of a patients’ health. Revealing both quantitative and qualitative data, the complete blood count (CBC) and complete blood count with differential (CBC w/diff) tests are the most commonly performed tests in the clinical hematology laboratory to this day.1

Historically, blood counting was a manual and tedious procedure. For each specimen, a technician spent on average 30 minutes at a microscope counting the red cells in a standard chamber, the result being only rarely repeatable. The need for automated hematology cell counters increased due to the burgeoning workload of laboratories seen in the 1900s.2 In 1949, Wallace H. Coulter discovered a method for detecting and counting particles suspended in a fluid medium. Forcing a particle-filled fluid through a small aperture in an electrical current modulated the current, allowing Coulter to count the number of particles in the fluid. Introduced in the mid-1950s, the Coulter Principle became the foundation of an industry responding to the need for automated hematology instruments. In 1958, Wallace and Joseph Coulter established Coulter Electronics, Inc. to pursue commercial applications of their Coulter Counter (fig 1). 2

Figure 1: Coulter Brothers. Wallace H. Coulter on the left, Joseph R. Coulter on the right

Moving from Model A (fig 2), The Model S Coulter Counter made its debut in 1969 at St Mary’s General Hospital, Portsmouth, U.K. The machine quickly made its way into the main hematology department when the results were found to be trustworthy. It was regarded as the founder of modern-day laboratory automation. Following their innovation, a revolution in hematology was underway – soon, the Coulter Counter became a staple in every hematology laboratory.

Figure 2: The Model A Coulter Counter® with the industrial version of the sample stand

By the 1980s, the field of laboratory hematology diagnostics of blood samples had advanced significantly. Flow‐based cell counters were capable of sub-classifying leukocytes and detecting abnormalities in white blood cells, red blood cells and platelets using instrument flags.4 Although the evolution in hematology workflows has continued with automated instruments increasingly performing cellular analysis and becoming an integral part of laboratory hematology diagnostics today (Fig 3), the need for morphological review of blood smears still remains. This is due to the fact that certain peripheral blood morphological characteristics do not lend themselves to evaluation by automated analyzers.4,5

Manual morphological microscopy review has remained relatively unchanged for more than a century

While the adoption of automated machines used in hematology for cell counting has become widespread, the evaluation of peripheral blood smears has challenged healthcare professionals since the invention of the microscope.5 The diagnostic relevance of cell morphology is significant, and yet the process has remained unchanged, despite advances in automated hematology.6

The examination of blood smear morphology remains indispensable to hematology, as a frontline diagnostic test to unravel the mysteries of symptoms and signs in primary and secondary hemopathies.6 One technological limitation that has remained constant, even with the latest generation of flow cytometers, is that a single cell must still pass through an aperture for analysis. To maintain laminar flow, the cell must also be sphered. As a result, automated instruments cannot easily analyze certain characteristics of cell morphology. The wide morphologic variability of many circulating hematologic cells makes it difficult for automated systems to precisely characterize them . Most analyzers, however, can assist in characterizing these cells by pre-classifying them as abnormal (through large unstained cell classification or flagging) and prompting a manual slide review.5

Morphological analysis of the Romanowsky‐stained peripheral blood smear is an essential element in the diagnosis of hematological diseases and conditions.4 Traditionally, morphological analysis of the blood smear has been performed by manual light microscopy, representing one of the last bastions of analog technology yet to undergo digital transformation. The process of viewing, annotating, comparing and analyzing specimens on glass slides has, until recently, remained relatively unchanged for more than a century. 7 Although this method is the gold standard, it has the disadvantages of being labor‐intensive, requiring continuous training of personnel, and being subject to relatively large interobserver variability. It is difficult to access secondary consultations using the classical manual microscopy method and storage of glass slides remains a challenge.4 Thus, there is an increased demand for the development of high-resolution digital microscopy systems capable of performing morphological analysis of blood smears in an automated manner.4

Looking ahead: the digital cell morphology revolution

The advantages of automation in hematology are clearly seen through the innovations of the Coulter brothers. Taking cell counting from a manual and labor-intensive process to one that is done quickly, efficiently and reliably, changed the standard for hematology laboratories the world over. The industry is anxiously awaiting the second-wave revolution in hematology automation, bringing cell morphology into the digital age.

1. Shen JZ, Hill BC, Polhill SR, Evans P, Galloway DP, Johnson RB, et al. Optimization of Laboratory Ordering Practices for Complete Blood Count With Differential. Am J Clin Pathol 2019; 151:306-315.
2. Don M, Coulter GB. The Coulter Principle: Foundation of an Industry JALA 2003; 8:72–81. Available from: Accessed May 23, 2021.
3. Coulter Counter-Model A | National Museum of American History. Available from: Accessed 21 May 2021.
4. Kratz A, Lee S-H, Zini G, Riedl JA, Hur M, Machin S, on behalf of the International Council for Standardization in Haematology. Digital morphology analyzers in hematology: ICSH review and recommendations. Int J Lab Hematol. 2019; 41:437–447. Available from: Accessed May 23,2021.
5. Flax SD. Why do we still need peripheral blood smears? Available from: Accessed May 23, 2021.
6. Adewoyin AS, Nwogoh B. Peripheral Blood Film-A Review. Ann Ibd Pg Med 2014; 12:71-79.
7. Higgins C. Applications and challenges of digital pathology and whole slide imaging. Biotechnic & Histochemistry 2015;90(5):341-347. DOI: 10.3109/10520295.2015.1044566

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