Automated Cell Counting in CSF Diagnostics Revisited—Friend or Foe?

<b>Background/Objectives:</b> The gold standard for cerebrospinal fluid leukocyte counting is manual counting in a Fuchs-Rosenthal chamber. Recent advances in automated body-fluid-counting systems, offering a time- and labor-saving solution, are challenging this dogma. Yet, the equivalence of diagnostic accuracy is still debated in the community. <b>Methods:</b> We compared manual and automated cell counting of cerebrospinal fluid samples of lumbar punctures and extraventricular drains with both low and high leukocyte counts, shedding light on the variability of results between man and machine. <b>Results:</b> Automated and manual cell counting showed a strong correlation across all samples, particularly in the subgroup of patients with fewer than 20 cells/µl, where outliers could become especially clinically relevant. <b>Conclusions:</b> We found the automated counting system to be highly accurate and not lacking in diagnostic sensitivity even at low cell counts, making it a powerful tool when used in the right clinical setting.

Authors

Institutions

Publication Details

Journal
Diagnostics
Published
2025-05-09
DOI
https://doi.org/10.3390/diagnostics15101202
Primary Topic
Multiple Sclerosis Research Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Automated Cell Counting in CSF Diagnostics Revisited—Friend or Foe?

Udo Steigerwald, Michael Klaus Schuhmann, Axel Haarmann, Jörg Schubert
Diagnostics
Multiple Sclerosis Research Studies
article

Automated Cell Counting in CSF Diagnostics Revisited—Friend or Foe?

Udo Steigerwald, Michael Klaus Schuhmann, Axel Haarmann, Jörg Schubert
article en

Abstract

<b>Background/Objectives:</b> The gold standard for cerebrospinal fluid leukocyte counting is manual counting in a Fuchs-Rosenthal chamber. Recent advances in automated body-fluid-counting systems, offering a time- and labor-saving solution, are challenging this dogma. Yet, the equivalence of diagnostic accuracy is still debated in the community. <b>Methods:</b> We compared manual and automated cell counting of cerebrospinal fluid samples of lumbar punctures and extraventricular drains with both low and high leukocyte counts, shedding light on the variability of results between man and machine. <b>Results:</b> Automated and manual cell counting showed a strong correlation across all samples, particularly in the subgroup of patients with fewer than 20 cells/µl, where outliers could become especially clinically relevant. <b>Conclusions:</b> We found the automated counting system to be highly accurate and not lacking in diagnostic sensitivity even at low cell counts, making it a powerful tool when used in the right clinical setting.

DiagnosticsVol. 15(10)
Universitätsklinikum Würzburg (DE)
Decent work and economic growth
Openalex Percentile: Top 86%
Multiple Sclerosis Research Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.