Evidence map›Paper›PMID 42119063›Full record

ArticleLangmuir : the ACS journal of surfaces and colloids2026

Charge-Regulated Electrochemistry in Self-Standing Carbon Nanotube-Nanocellulose Hybrid Electrodes.

Laura Ferrer Pascual, Golnoosh Akhlamadi, Khadijeh Nekoueian, Maedeh Akhoundian, Mengqi Sun, Kristoffer Meinander, Henrikki Liimatainen, Tomi Laurila

Abstract read
In one paragraph

Article in Langmuir : the ACS journal of surfaces and colloids, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

8 authors.

Laura Ferrer PascualDepartment of Electrical Engineering and Automation, Aalto University, Maarintie 8, Espoo 02150, Finland.ORCID 0000-0001-9313-4005
Golnoosh AkhlamadiDepartment of Electrical Engineering and Automation, Aalto University, Maarintie 8, Espoo 02150, Finland.
Khadijeh NekoueianDepartment of Electrical Engineering and Automation, Aalto University, Maarintie 8, Espoo 02150, Finland.
Maedeh AkhoundianDepartment of Electrical Engineering and Automation, Aalto University, Maarintie 8, Espoo 02150, Finland.
Mengqi SunDepartment of Electrical Engineering and Automation, Aalto University, Maarintie 8, Espoo 02150, Finland.
Kristoffer MeinanderDepartment of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University, PO Box 16300, Aalto 00076, Finland.
Henrikki LiimatainenFiber and Particle Engineering, University of Oulu, P.O. Box 4300, Oulu 90014, Finland.ORCID 0000-0002-7911-2632
Tomi LaurilaDepartment of Electrical Engineering and Automation, Aalto University, Maarintie 8, Espoo 02150, Finland.ORCID 0000-0002-1252-8764

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Self-standing electroactive thin films enable direct interrogation of intrinsic structure-composition-property relationships without contributions from external current collectors. Here, we report a bioderived hybrid thin film composed of single-walled carbon nanotubes (SWCNTs) and TEMPO-oxidized cellulose nanofibers (TOCNFs) that functions simultaneously as a conductive scaffold and an electrochemically active sensing interface. The hybrid architecture integrates the hydrophobic, conductive SWCNTs with the hydrophilic, carboxyl-functionalized TOCNF network to form a mechanically robust, porous film with composition-tunable interfacial charge and electron transfer properties. By systematically varying the SWCNT:TOCNF ratio and electrolyte conditions, we elucidate how hybrid composition governs charge distribution, redox probe accessibility, and electron transfer kinetics. The optimized self-standing films exhibit reproducible, composition-dependent electrochemical behavior and enable electrostatic discrimination between oppositely charged redox species. These findings provide mechanistic insight into charge-regulated electrochemistry in carbon nanotube-nanocellulose hybrids and establish composition-controlled charge regulation as a design principle for self-supporting electroactive thin films.

Identifiers

PMID42119063
PMCPMC13217609

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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.