Evidence map›Paper›PMID 42161935›Full record

ArticleMicrosystems & nanoengineering2026

Real-time facial micromotion tracking enabled by an ultrathin silk fibroin patch.

Qi Li, Zhihao Pan, Keyi Zhu, Ye Chang, Feng Zhou, Wenlan Guo, Xuexin Duan, Qiannan Xue

Abstract read
In one paragraph

Article in Microsystems & nanoengineering, 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

8 authors.

Qi LiState Key Laboratory of Precision Measurement Technology and Instruments, School of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, China.
Zhihao PanState Key Laboratory of Precision Measurement Technology and Instruments, School of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, China.
Keyi ZhuState Key Laboratory of Precision Measurement Technology and Instruments, School of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, China.
Ye ChangState Key Laboratory of Precision Measurement Technology and Instruments, School of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, China.
Feng ZhouState Key Laboratory of Precision Measurement Technology and Instruments, School of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, China.
Wenlan GuoState Key Laboratory of Precision Measurement Technology and Instruments, School of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, China.
Xuexin DuanState Key Laboratory of Precision Measurement Technology and Instruments, School of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, China. xduan@tju.edu.cn.
Qiannan XueState Key Laboratory of Precision Measurement Technology and Instruments, School of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, China. qiannanxue@tju.edu.cn.ORCID http://orcid.org/0000-0001-8688-0018

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Driven by the rapid development of green wearable electronics, increasing attention has been directed toward environmentally sustainable and biocompatible piezoelectric devices based on natural biomaterials. Nevertheless, the inherently low piezoelectric performance of natural biomaterials remains a critical challenge for their application in high-performance wearable sensing. In this paper, a fully green bioelectronic piezoelectric film was developed, and a soft, ultrathin, and biocompatible silk fibroin-based piezoelectric patch sensor was fabricated using microfabrication techniques. By employing glycine as an indirect structural inducer, the secondary structure of silk fibroin was effectively regulated to enhance molecular alignment and β-sheet content, resulting in a significant improvement in piezoelectric performance. Simultaneously, calcium ion coordination modulated the Young's modulus to optimize flexibility and mechanical compatibility with skin. Compared to conventional natural piezoelectric films, the resulting patch sensor exhibits superior softness, micron-scale thickness, heightened force sensitivity, and stable signal response. Leveraging this sensor, a wireless facial micromotion monitoring system was developed, enabling dual-channel, real-time tracking of rapid eye movements and nasal flaring during sleep. Owing to its excellent conformability to the eyelid and nasal alae, the fully biocompatible system supports continuous, unobtrusive sleep monitoring and demonstrates strong potential for next-generation sustainable bioelectronic platforms in long-term health applications.

Identifiers

PMID42161935
PMCPMC13190694

What OpenQuestion holds

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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.