Evidence map›Paper›PMID 42017285›Full record

ArticleBiology open2026

Validation of a novel handheld lactate analyzer reveals concentration-dependent bias compared with a laboratory reference device.

Benedikt Meixner, Manuel Matzka, Peter Renner, Silvia Achtzehn, Billy Sperlich

Abstract readValidation StudyComparative Study
In one paragraph

Article in Biology open, 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

5 authors.

Benedikt MeixnerJulius-Maximilians-Universität Würzburg, Integrative and Experimental Exercise Science and Training, Department of Sport Science, Judenbühlweg 11, 97082 Würzburg, Germany.ORCID 0000-0001-7044-9426
Manuel MatzkaDepartment of Management and Sport, IST-University of Applied Sciences, 40233 Dusseldorf, Germany.ORCID 0000-0002-2771-3030
Peter Renneriq-move Praxis Dr. Fraunberger, Gebbertstraße 123b, 91058 Erlangen, Germany.
Silvia AchtzehnSchwarz Corporate Solutions KG, Health and Performance, Stiftsbergstraße 1, 74172 Neckarsulm, Germany.
Billy SperlichJulius-Maximilians-Universität Würzburg, Integrative and Experimental Exercise Science and Training, Department of Sport Science, Judenbühlweg 11, 97082 Würzburg, Germany.ORCID 0000-0003-4686-8561

Funding

Friedrich-Alexander-Universität Erlangen-Nürnberg
6 · The paper itself

Abstract

This study aimed to validate a handheld capillary blood lactate analyzer (Lactate Express) against a reference (EKF Biosen C-Line) and assess its impact on lactate thresholds. Thirty-five participants completed incremental running or cycling tests with capillary sampling. Lactate was measured with the Lactate Express and an EKF Biosen C-Line analyzer, yielding 231 paired samples (0.5-14.2 mmol l-1). Agreement was evaluated using intraclass correlation, Lin's concordance correlation, mean absolute error, and Bland-Altman analyses overall and within <1, 1-4, and >4 mmol l-1. Thresholds at 2 and 4 mmol l-1 were compared between devices for 18 participants in both exercise modes. Overall agreement was high (intraclass correlation coefficient 0.98), but Bland-Altman analysis showed a bias of -0.29 mmol l-1 with concentration dependent behavior. Bias was negligible within the 1-4 mmol l-1 range (-0.05 mmol l-1), positive at concentrations <1 mmol l-1 (0.29 mmol l-1) with pronounced underestimation at concentrations >4 mmol l-1 (-1.03 mmol l-1). Differences in 2 and 4 mmol l-1 thresholds were small and non-systematic. The Lactate Express demonstrates good relative and absolute agreement within the 1-4 mmol l-1 range relevant for threshold-based training prescription, but exhibits substantial and systematic bias at both low and high lactate concentrations. The device may provide broadly comparable threshold estimates in some cases but should not be considered interchangeable with the laboratory reference device across the full lactate concentration spectrum.

Indexed as

Blood Chemical AnalysisLactic AcidHumansReproducibility of ResultsLactic AcidHandheld deviceLactateValidation

Identifiers

PMID42017285
PMCPMC13148469

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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.