Evidence map›Paper›PMID 40786061›Full record

ArticleADMET & DMPK2025

Monolayer graphene/platinum-modified 3D origami microfluidic paper-based biosensor for smartphone-assisted biomarkers detection.

Arda Fridua Putra, Annisa Septyana Ningrum, Suyanto, Vania Mitha Pratiwi, Muhammad Yusuf Hakim Widianto, Irkham, Wulan Tri Wahyuni, Isnaini Rahmawati, Fu-Ming Wang, Chi-Hsien Huang and 1 more

Abstract read
In one paragraph

Article in ADMET & DMPK, 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.

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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

11 authors.

Arda Fridua PutraDepartment of Engineering Physics, Institut Teknologi Sepuluh Nopember, Surabaya 60111, Indonesia.
Annisa Septyana NingrumDepartment of Engineering Physics, Institut Teknologi Sepuluh Nopember, Surabaya 60111, Indonesia.
SuyantoDepartment of Engineering Physics, Institut Teknologi Sepuluh Nopember, Surabaya 60111, Indonesia.
Vania Mitha PratiwiDepartment of Materials Engineering, Institut Teknologi Sepuluh Nopember, Surabaya 60111, Indonesia.
Muhammad Yusuf Hakim WidiantoDepartment of Mathematics, Institut Teknologi Sepuluh Nopember, Surabaya 60111, Indonesia.
IrkhamDepartment of Chemistry, University of Padjadjaran, Sumedang 45363, Indonesia.
Wulan Tri WahyuniDepartment of Chemistry, Institut Pertanian Bogor (IPB) University, Bogor 16680, Indonesia.
Isnaini RahmawatiDepartment of Chemistry, University of Indonesia, Depok 16424, Indonesia.
Fu-Ming WangGraduate Institute of Applied Science and Technology, National Taiwan University of Science and Technology, Taipei 10607, Taiwan.
Chi-Hsien HuangDepartment of Engineering Physics, Institut Teknologi Sepuluh Nopember, Surabaya 60111, Indonesia.
Ruri Agung WahyuonoDepartment of Engineering Physics, Institut Teknologi Sepuluh Nopember, Surabaya 60111, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and purpose: Imbalances in biomarkers such as dopamine and NADH are linked to neurological and metabolic disorders, including Parkinson's disease, depression, and stroke, underscoring the need for rapid and accessible diagnostics. This study presents a smartphone-assisted, 3D origami microfluidic paper-based analytical device (μPAD) modified with photochemically synthesized graphene/platinum (G/Pt) nanocatalysts for multiplex colorimetric detection of dopamine and NADH. Experimental approach: G/Pt catalysts were prepared using 2.5 to 10 mM Pt precursors under UV irradiation. μPADs were laser-printed on commercial-grade filter paper, patterned, and folded into three layers of 3D Origami. Key results: The optimized 10 mM G/Pt catalyst significantly improved reaction rates (18× faster), leading to a rapid detection time constant of 6.69 and 4.59 s for dopamine and NADH, respectively. Furthermore, the utilization of 10 mM G/Pt catalyst increased colour intensity (2.48×) on the μPAD platform. An application for smartphones integrated with an image processing algorithm was developed using Kotlin to enable automatic quantification of colorimetric signals from saturation and hue channels for dopamine and NADH, respectively. The detection exhibited the lowest mean absolute percentage errors of 0.52 and 0.07 % as well as a limit of detection of 0.56 and 0.99 mM for dopamine and NADH, respectively. Conclusion: The 3D origami structure facilitates efficient fluid handling and multiplex detection, while the nanocatalyst modification improves pore infiltration and sensitivity. This work demonstrates, for the first time, a cost-effective, portable, and high-performance biosensor for dual biomarker detection, offering substantial promise for point-of-care diagnostics in neurological and metabolic health monitoring.

Indexed as

Colorimetrydiagnostic kitdopamineNADHnanocatalyst

Identifiers

PMID40786061
PMCPMC12335305

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LicenceCC BY
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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.