Evidence map›Paper›PMID 42274667›Full record

ArticleNanomaterials (Basel, Switzerland)2026

Roll-to-Roll Gravure-Printed SWCNT Ring Oscillator for Flexible Microfluidic Ion Sensing.

Junfeng Sun, Hyejin Park, Jinhwa Park, Sagar Shrestha, Sajjan Parajuli, Younsu Jung

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Junfeng SunResearch Center for Advanced Electronics Manufacturing, State Key Laboratory of Intelligent Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0009-0001-8292-1975
Hyejin ParkResearch Engineering Center for R2R Printed Flexible Computer, Sungkyunkwan University, Suwon-si 16419, Republic of Korea.
Jinhwa ParkResearch Engineering Center for R2R Printed Flexible Computer, Sungkyunkwan University, Suwon-si 16419, Republic of Korea.ORCID 0009-0000-0213-5433
Sagar ShresthaResearch Engineering Center for R2R Printed Flexible Computer, Sungkyunkwan University, Suwon-si 16419, Republic of Korea.
Sajjan ParajuliResearch Engineering Center for R2R Printed Flexible Computer, Sungkyunkwan University, Suwon-si 16419, Republic of Korea.ORCID 0000-0003-3472-9441
Younsu JungResearch Engineering Center for R2R Printed Flexible Computer, Sungkyunkwan University, Suwon-si 16419, Republic of Korea.ORCID 0000-0001-9268-4187

Funding

National Research Foundation of Korea RS-2020- NR049544Technology Innovation Program 20018357
6 · The paper itself

Abstract

Rapid, accurate, and scalable ion sensing technologies are highly desirable for future flexible healthcare and lab-on-a-chip applications. Here, we present a fully roll-to-roll (R2R) gravure-printed single-walled carbon nanotube complementary ring oscillator (SWCNT-cRO)-based microfluidic ion sensing platform fabricated on a flexible substrate. The proposed platform combines scalable printed complementary electronics with frequency-based ion sensing via electrostatically induced top-gating in aqueous microfluidic environments. The fabricated SWCNT-cRO devices exhibited stable oscillation characteristics, with a high device yield (>80%) and continuous manufacturing capability at a web speed of 5.4 m/min. Printable ethanolamine/zirconium acetylacetonate-based n-doping technology enabled complementary SWCNT transistor operation, while multilayer CYTOP/FG-3650 encapsulation ensured stable electrical operation under ionic aqueous conditions. After integration into a polydimethylsiloxane-based microfluidic channel, the oscillation frequency of the SWCNT-cRO was systematically modulated by Na

Indexed as

ion-sensingmicrofluidicring oscillatorroll-to-roll gravurethin film transistor

Identifiers

PMID42274667
PMCPMC13258646

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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.