Evidence map›Paper›PMID 40136990›Full record

ArticleBiosensors2025

A Wearable Molecularly Imprinted Electrochemical Sensor for Cortisol Stable Monitoring in Sweat.

Yitao Chen, Zidong He, Yuanzhao Wu, Xinyu Bai, Yuancheng Li, Weiwei Yang, Yiwei Liu, Run-Wei Li

Abstract read
In one paragraph

Article in Biosensors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

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  11. TiBiosensors · 2025
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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.

Yitao ChenSchool of Materials Science and Chemical Engineering, Ningbo University, Ningbo 315000, China.
Zidong HeNingbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo 315000, China.
Yuanzhao WuNingbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo 315000, China.
Xinyu BaiSchool of Materials Science and Chemical Engineering, Ningbo University, Ningbo 315000, China.
Yuancheng LiSchool of Materials Science and Chemical Engineering, Ningbo University, Ningbo 315000, China.
Weiwei YangState Key Laboratory of Urban Water Resource and Environment, School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin 150000, China.
Yiwei LiuNingbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo 315000, China.
Run-Wei LiNingbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo 315000, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cortisol, a steroid hormone, is closely associated with human mental stress. The rapid, real-time, and continuous detection of cortisol using wearable devices offers a promising approach for individual mental health. These devices must exhibit high sensitivity and long-term stability to ensure reliable performance. This study developed a wearable electrochemical sensor based on molecularly imprinted polymer (MIP) technology for real-time and dynamic monitoring of cortisol in sweat. A flexible gold (Au) electrode with interfacial hydrophilic treatment was employed to construct a highly stable electrode. The integration of a silk fibroin/polyvinylidene fluoride (SF/PVDF) composite membrane facilitates directional sweat transport, while liquid metal bonding enhances electrode flexibility and mechanical anti-delamination capability. The sensor exhibits an ultrawide detection range (0.1 pM to 5 μM), high selectivity (over 100-fold against interferents such as glucose and lactic acid), and long-term stability (less than 3.76% signal attenuation over 120 cycles). Additionally, a gradient modulus design was implemented to mitigate mechanical deformation interference under wearable conditions. As a flexible wearable device for cortisol monitoring in human sweat, the sensor's response closely aligns with the diurnal cortisol rhythm, offering a highly sensitive and interference-resistant wearable solution for mental health monitoring and advancing personalized dynamic assessment of stress-related disorders.

Indexed as

Biosensing TechniquesElectrochemical TechniquesHydrocortisoneSweatWearable Electronic DevicesElectrodesFluorocarbon PolymersGoldHumansMolecular ImprintingPolyvinylsFluorocarbon PolymersGoldHydrocortisonepolyvinylidene fluoridePolyvinylselectrochemical sensorliquid metalmental stressmolecularly imprinted polymersweat cortisol

Identifiers

PMID40136990
PMCPMC11940103

What OpenQuestion holds

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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.