Evidence map›Paper›PMID 41044321›Full record

ArticleScientific reports2025

Portable 3D-printed electrochemiluminescence sensor for simultaneous glucose and lactate monitoring.

Amol S Kulkarni, Sarika Khandelwal, Kavita Manekar, Purshottam J Assudani, Rangnath Girhe, Madhusudan B Kulkarni, Manish Bhaiyya

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
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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

7 authors.

Amol S KulkarniDepartment of Computer Science and Engineering, G. H. Raisoni College of Engineering, Amravati, 444701, Maharashtra, India.
Sarika KhandelwalDepartment of Computer Science and Engineering, G. H. Raisoni College of Engineering, Nagpur, 440016, Maharashtra, India.
Kavita ManekarSchool of Electrical and Electronics Engineering, Ramdeobaba University, Nagpur, 440013, Maharashtra, India.
Purshottam J AssudaniSchool of Computer Science and Engineering, Ramdeobaba University, Nagpur, 440013, Maharashtra, India.
Rangnath GirheDepartment of Electronics and Communication, Government Polytechnic Khamgaon, Khamgaon, 444303, Maharashtra, India.
Madhusudan B KulkarniDepartment of Electronics and Communication Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education (MAHE), Manipal, 576104, India. madhusudan.kulkarni@manipal.edu.
Manish BhaiyyaDepartment of Chemical Engineering and the Russell Berrie Nanotechnology Institute, Technion - Israel Institute of Technology, Haifa, 3200003, Israel. bhaiyya.manish@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Fast and reliable monitoring of metabolic biomarkers, including glucose and lactate, is critical for chronic diseases, sepsis, and other scenarios involving physiological stress. However, most diagnostic options depend on multiple serial tests, require complicated testing apparatus, and are too expensive to be useful in the point-of-care arena. To address these limitations, we present a portable, low-cost, and 3D-printed (3DP) electrochemiluminescence (ECL) biosensor capable of simultaneously detecting glucose and lactate in a single step. The biosensor incorporates interdigitated electrodes (IDEs) within a bipolar electrode (BPE) electrochemical system to enhance electron transfer and signal amplification. Through careful optimization of voltage, luminol concentration, and pH, strong and reproducible ECL signals were achieved, with detection limits of 0.1 mM for glucose (linear range 0.1 mM to 5.0 mM) and 80 µM for lactate (linear range 0.1 mM to 4.0 mM). Real serum analysis yielded 95-102% recovery rates, validating the device's clinical relevance. Combining an inexpensive smartphone-based readout and fabricated with low-cost carbon and polylactic acid (PLA) filaments, this device offers a scalable and field-deployable approach to real-time, decentralized diagnostics. The proposed prototype fills a critical void between laboratory analysis and standard healthcare needs and promotes accessible and affordable metabolic monitoring for underserved populations.

Indexed as

Biosensing TechniquesBlood GlucoseElectrochemical TechniquesGlucoseLactic AcidLuminescent MeasurementsPrinting, Three-DimensionalElectrodesHumansLimit of DetectionBlood GlucoseGlucoseLactic Acid3D printingBiosensorDiagnosisElectrochemiluminescenceInterdigitated electrodesMulti-analyte detectionPoint-of-care testing

Identifiers

PMID41044321
PMCPMC12494991

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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.