Evidence map›Paper›PMID 40346392›Full record

ArticleAnalytical and bioanalytical chemistry2025

On-body electrochemical measurement of sweat lactate with the use of paper-based fluidics and 3D-printed flexible wearable biosensor.

Gabriella Iula, Antonella Miglione, Panagiota M Kalligosfyri, Michele Spinelli, Angela Amoresano, Concetta Di Natale, Ibrahim A Darwish, Stefano Cinti

Abstract read
In one paragraph

Article in Analytical and bioanalytical chemistry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
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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

8 authors.

Gabriella Iula *Department of Pharmacy, University of Naples 'Federico II', Via D. Montesano 49, 80131, Naples, Italy.
Antonella Miglione *Department of Pharmacy, University of Naples 'Federico II', Via D. Montesano 49, 80131, Naples, Italy. antonella.miglione@unina.it.
Panagiota M KalligosfyriDepartment of Pharmacy, University of Naples 'Federico II', Via D. Montesano 49, 80131, Naples, Italy.
Michele SpinelliDepartment of Chemical Sciences, University of Naples "Federico II", 80126, Naples, Italy.
Angela AmoresanoDepartment of Chemical Sciences, University of Naples "Federico II", 80126, Naples, Italy.
Concetta Di NataleDepartment of Chemical Materials and Industrial Production (DICMaPI), University of Naples Federico II, P.le Tecchio 80, 80125, Naples, Italy.
Ibrahim A DarwishDepartment of Pharmaceutical Chemistry, College of Pharmacy, King Saud University, P.O. Box 2457, 11451, Riyadh, Saudi Arabia.
Stefano CintiDepartment of Pharmacy, University of Naples 'Federico II', Via D. Montesano 49, 80131, Naples, Italy. stefano.cinti@unina.it.ORCID http://orcid.org/0000-0002-8274-7452

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Real-time monitoring of sweat lactate provides valuable physiological insights for assessing exercise outcomes and athletic performance. Conventional lactate detection methods, while sensitive, often lack portability and real-time capability for use in wearable or in-body applications. To address these limitations, electrochemical biosensing has emerged as a leading approach, enabling non-invasive and real-time analysis. Wearable devices which integrate lactate-specific enzymes with electrochemical transducers might provide efficient solutions for continuous monitoring. In this study, a wearable lactate biosensor was developed using custom screen-printed electrodes modified with a bio-hybrid probe comprising Prussian blue, carbon black, and lactate oxidase. All the key experimental parameters were optimized, and a detection limit of 60 µM and a linearity up to 20 mM were obtained. A filter paper-based strip was incorporated to enhance sweat collection and serve as the real sample collector by exploiting its porosity: this configuration allowed a satisfactory repeatability of 6%. The system was validated using real sweat samples, highlighting a quantitative correlation (94-103%) with LC-MS/MS measurements. The biosensor was integrated onto a 3D-printed thermoplastic polyurethane (TPU) armband, designed for a customizable and comfortable fit, ensuring effective sweat collection and transport. This low-cost, wearable system represents a significant step forward in non-invasive, continuous, and personalized health monitoring, providing a practical tool for tracking physiological parameters in real-time.

Indexed as

Biosensing TechniquesElectrochemical TechniquesLactic AcidPrinting, Three-DimensionalSweatWearable Electronic DevicesElectrodesHumansLimit of DetectionMixed Function OxygenasesPaperReproducibility of Resultslactate 2-monooxygenaseLactic AcidMixed Function Oxygenases3D-printingLactatePaper-basedScreen-printed electrodesWearable biosensors

Identifiers

PMID40346392
PMCPMC12227461

What Socratic holds

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LicenceCC BY
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Registered trials

None linked

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 Socratic graph.