Evidence map›Paper›PMID 41470502›Full record

ArticleMicromachines2025

Microfabricated rGO/PANI Interdigitated Electrodes for Reference-Free, Label-Free pH Sensing on Flexible Substrates.

Maryam Sepehri Gohar, Ekin Asim Ozek, Melih Can Tasdelen, Burcu Arman Kuzubasoglu, Yaser Vaheb, Murat Kaya Yapici

Abstract read
In one paragraph

Article in Micromachines, 2025. 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

6 authors.

Maryam Sepehri GoharFaculty of Engineering and Natural Sciences, Sabanci University, 34956 Istanbul, Türkiye.ORCID 0000-0002-2562-9820
Ekin Asim OzekMicro/Nano Devices and Systems Lab (SU-MEMS), Sabanci University, 34956 Istanbul, Türkiye.ORCID 0000-0003-4003-3715
Melih Can TasdelenFaculty of Engineering and Natural Sciences, Sabanci University, 34956 Istanbul, Türkiye.ORCID 0000-0003-0813-3572
Burcu Arman KuzubasogluFaculty of Engineering and Natural Sciences, Sabanci University, 34956 Istanbul, Türkiye.ORCID 0000-0003-4050-1240
Yaser VahebMicro/Nano Devices and Systems Lab (SU-MEMS), Sabanci University, 34956 Istanbul, Türkiye.ORCID 0000-0003-0184-4769
Murat Kaya YapiciFaculty of Engineering and Natural Sciences, Sabanci University, 34956 Istanbul, Türkiye.ORCID 0000-0003-4328-5985

Funding

Scientific and Technological Research Council of Türkiye (TÜBİTAK) 119C091
6 · The paper itself

Abstract

We present a flexible pH sensor which leverages the unique properties of reduced graphene oxide/polyaniline (rGO/PANI) composite films through an efficient and scalable hybrid microfabrication approach, wherein the rGO/PANI films are conformally coated on flexible polyethylene terephthalate (PET) substrates via dip-coating and thereafter lithographically patterned into precise arrays of interdigitated electrodes (IDEs), serving both as the pH-active medium and the electrical interface. Upon dip-coating, a thermal reduction process is performed to yield uniform rGO/PANI composite layers on PET substrates, where the PANI content is adjusted to 20% to optimize conductivity and protonation-driven response. Composition optimization is first performed using inkjet-printed silver (Ag) contacts and a conductometric readout mechanism is employed to explore pH-dependent behavior. Subsequently, IDE arrays are defined in the rGO/PANI using photolithography and oxygen-plasma etching, demonstrating clean pattern transfer and dimensional control on flexible substrates. Eliminating separate contact metals in the final design simplifies the stack and reduces cost. A set of IDE geometries is evaluated through I-V measurements in buffers of different pH values, revealing a consistent, monotonic change in electrical characteristics with pH and geometry-tunable response. The present study demonstrated that the most precise pH measurement was achieved with an 80:20 rGO/PANI composition within the pH 2-10 range. These results establish rGO/PANI IDEs as a scalable route to low-cost, miniaturized, and mechanically compliant pH sensors for field and in-line monitoring applications.

Indexed as

dip-coatingflexible pH sensorinterdigitated electrodes (IDEs)oxygen plasma etchingPET substratephotolithographypolyaniline (PANI)reduced graphene oxide (rGO)rGO/PANI composite

Identifiers

PMID41470502
PMCPMC12734542

What OpenQuestion holds

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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.