Evidence map›Paper›PMID 42518403›Full record

ArticleACS omega2026

Mechanistic Modeling of Electrochemical Gold Transfer from Gold Leaf to Screen-Printed Electrodes.

Paithoon Prasertying, Thitaporn Sonsa-Ard, Duangjai Nacapricha, Thinnapong Wongpakdee

Abstract read
In one paragraph

Article in ACS omega, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

4 authors.

Paithoon PrasertyingDepartment of Biotechnology, Faculty of Applied Science, King Mongkut's University of Technology North Bangkok, Bangkok 10800, Thailand.
Thitaporn Sonsa-ArdDepartment of Chemistry, Faculty of Science, Naresuan University, Phitsanulok 65000, Thailand.
Duangjai NacaprichaDepartment of Chemistry and Center of Excellence for Innovation in Chemistry, Faculty of Science, Mahidol University, Rama 6 Road, Bangkok 10400, Thailand.ORCID https://orcid.org/0000-0001-5822-3563
Thinnapong WongpakdeeSchool of Science, Mae Fah Luang University, Chiang Rai 57100, Thailand.ORCID https://orcid.org/0009-0006-0321-2123

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Electrochemical deposition of gold onto screen-printed electrodes (SPEs) typically relies on soluble gold precursors, which limits the scalability of low-cost, disposable sensing platforms. Here, we present a mechanistic modeling framework for solid-source electrochemical gold transfer, in which nanometric gold leaf (100-200 nm) serves as the precursor for electrodeposition. The process is described as a sequential system involving potentiostatic anodic dissolution of gold leaf, followed by electrodeposition onto carbon SPEs. The model integrates Butler-Volmer interfacial kinetics with diffusive transport of chloroaurate species, enabling quantitative analysis of how dissolution conditions govern the generation of electroactive species and subsequently control deposition behavior. Simulations reveal that the applied potential dictates the dissolution flux and resulting gold concentration, which directly determines the electrodeposition driving force. The gold transfer efficiency increases with deposition kinetics but exhibits a clear saturation behavior, indicating a transition from kinetically controlled to source-limited conditions. A dimensionless Damköhler-type analysis further demonstrates that system performance is governed by the interplay between reaction kinetics and mass transport, with a well-defined transition between kinetic and transport-limited regimes. This work establishes a predictive framework for solid-precursor electrochemical metal transfer and provides design guidelines for scalable, low-cost fabrication of gold-modified electrochemical sensors.

Identifiers

PMID42518403
PMCPMC13382820

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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.