Evidence map›Paper›PMID 42740033›Full record

ArticleSensors (Basel, Switzerland)2026

A Flexible Carbon Nanofiber-Modified Multi-Channel Electrode Enables High-Sensitivity Electrochemical Detection of Multiple Neuroactive Molecules.

Jiao Zhang, Zhiting Zhang, Chunshan Deng, Xiaojian Li, Ji Dai

Abstract read
In one paragraph

Article in Sensors (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

5 authors.

Jiao ZhangDepartment of Biomedical Engineering, Southern University of Science and Technology, Shenzhen 518055, China.
Zhiting ZhangShenzhen-Hong Kong Institute of Brain Science, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China.
Chunshan DengSchool of Life and Health Sciences, Shenzhen University of Advanced Technology, Shenzhen 518107, China.
Xiaojian LiSchool of Life and Health Sciences, Shenzhen University of Advanced Technology, Shenzhen 518107, China.
Ji DaiSchool of Life and Health Sciences, Shenzhen University of Advanced Technology, Shenzhen 518107, China.ORCID 0000-0003-2917-2941

Funding

Key Tasks of Lin-gang Laboratory LGL-8998-08National Key R&D Program of China 2024YFF1206400National Natural Science Foundation of China 32371066, 32571221
6 · The paper itself

Abstract

Electrochemical detection is widely acknowledged as a promising technique for quantifying neuroactive molecules, credited to its low cost, portable hardware, and distinctive ability to enable in vivo real-time dynamic monitoring. However, key hurdles still block the technology's standardization, commercial clinical translation, and on-site application, including poor biocompatibility at the sensing interface, inadequate mechanical stability, and restricted detection generality. To address these drawbacks, this work introduces a multi-channel flexible microwire electrode array. Here, carbon-based nanomaterials build a high-conductivity internal backbone and an analyte-concentrating sensing surface, while chitosan (CS) supports film formation and boosts biocompatibility. These two composite film layers were modified onto the gold surface of MEMS-fabricated flexible microelectrodes via electrophoretic deposition. At optimized voltage and deposition duration, the carbon nanofiber (CNF)-modified electrode outperformed both nitrogen-doped reduced graphene oxide (NGO) electrodes and unmodified gold electrodes. It delivered strong, well-resolved responses for tyrosine, tryptophan, norepinephrine, melatonin, and tryptamine, with detection limits of 9, 45, 50, 15, and 20 μM, respectively, alongside high reproducibility and promising initial stability. Capitalizing on the CS/CNF-Au electrode's excellent mechanical and electrical performance, this study verifies that tuned carbon-based composite layers enable high-performance electrochemical interfaces, offering a new route to develop flexible universal detection platforms that integrate both biocompatibility and structural reliability.

Indexed as

Biosensing TechniquesCarbonElectrochemical TechniquesNanofibersCarbon NanomaterialsChitosanElectrodesGoldGraphiteMicroelectrodesCarbonChitosanGoldGraphitecarbon-based nanomaterialschitosanelectrophoretic depositionMEMS flexible electrodesneuroactive molecules

Identifiers

PMID42740033
PMCPMC13568076

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.