Evidence map›Paper›PMID 42115681›Full record

SynthesisInternational journal of laboratory hematology2026

Performance of Automated Hematology Analyzer Criteria in Detecting Peripheral Blood Smear Abnormalities: A Systematic Literature Review.

Elizabeth L Courville, Michelle Grant, Emily Mason, Xueyan Chen, Giuseppe d'Onofrio, Ben Hedley, John L Frater, Madhu M Ouseph, Gina Zini, Stefanie McFadden and 5 more

Abstract readSystematic Review
In one paragraph

Synthesis in International journal of laboratory hematology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Elizabeth L CourvilleUniversity of Virginia School of Medicine/UVAHealth, Charlottesville, Virginia, USA.
Michelle GrantGeisinger and Geisinger Commonwealth School of Medicine, Danville and Scranton, Pennsylvania, USA.
Emily MasonDepartment of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Xueyan ChenTranslational Science and Therapeutics Division, Fred Hutchinson Cancer Center and Department of Laboratory Medicine and Pathology, University of Washington Seattle, Seattle, Washington, USA.
Giuseppe d'OnofrioSezione di Ematologia, Dipartimento di Scienze Radiologiche ed Ematologiche, Università Cattolica del Sacro Cuore, Rome, Italy.
Ben HedleyDepartment of Pathology and Laboratory Medicine, Western University, London, Ontario, Canada.ORCID https://orcid.org/0000-0002-3751-0851
John L FraterDepartment of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA.ORCID https://orcid.org/0000-0002-4614-681X
Madhu M OusephDepartment of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York, USA.ORCID https://orcid.org/0000-0002-3422-1675
Gina ZiniSezione di Ematologia, Dipartimento di Scienze Radiologiche ed Ematologiche, Università Cattolica del Sacro Cuore, Rome, Italy.ORCID https://orcid.org/0000-0003-0782-294X
Stefanie McFaddenSysmex America, Inc, Lincolnshire, Illinois, USA.
Jin-Yeong HanDepartment of Laboratory Medicine, Dong-A University College of Medicine and Seegene Medical Foundation, Busan, Korea.ORCID https://orcid.org/0000-0003-0280-2739
Cara ShiraiDepartment of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA.
Amrom ObstfeldDepartment of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.ORCID https://orcid.org/0009-0000-4935-7009
Lauren H YaegerBecker Medical Library, Washington University School of Medicine, Becker Medical Library, St. Louis, Missouri, USA.
Olga PozdnyakovaHospital of the University of Pennsylvania, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, USA.ORCID https://orcid.org/0000-0001-8376-0344

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesCriteria for visual examination of stained peripheral blood smear (PBS) differ among institutions in the United States and internationally. In an effort to standardize review criteria, the International Consensus Group for Hematology Review (ICGHR) proposed in 2005 a consensus list of rules for CBC findings that should trigger a review of automated cell counter results and potentially lead to further testing or blood smear review. The primary aim of this paper is to report on the published literature in the past 20 years regarding PBS review criteria and their ability to identify relevant peripheral blood abnormalities.

methodsWe performed a systematic review of the published literature from 2005 to 2025 to investigate and summarize PBS review criteria and performance in the context of automated hematology analyzers in clinical laboratories.

resultsOf 5351 citations, 68 studies met our search criteria. These studies included 22 countries and all major hematology analyzer manufacturers. Marked variability was observed in study populations, analyzer flagging criteria, details of PBS visual review, definitions of a "positive" smear, and approaches to statistical data analysis. Across studies, the blast flag sensitivity ranged from 18% to 100% while the blast flag specificity ranged from 17% to 100%. Wide ranges in sensitivity/specificity were also seen for atypical and/or abnormal lymphocyte flags across studies. For studies analyzing the same patient population, less striking variation was seen across instruments.

conclusionsThis systematic review provides a 20-year overview of the literature, highlighting significant variability in PBS review criteria, dependence on study design and hematology analyzer, and the importance of developing harmonized evidence-based guidelines.

Indexed as

Hematologic TestsBlood Cell CountHumansSensitivity and Specificitycriteriahematology laboratoryliterature reviewmanual smear reviewperipheral blood filmperipheral blood smear

Identifiers

PMID42115681
PMCPMC13555189

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.