{"title":"Multilayer Janus-based printed flexible electrodes with broad bioelectrical compatibility for multi-modal health monitoring","authors":"Wen Xu, Xiaolin Guo, Lingling Wu, Haonan Jia, Pei Pan, Jun Li, Jianhua Zhang","doi":"10.1016/j.cej.2026.182682","DOIUrl":null,"url":null,"abstract":"Flexible bioelectronic systems have shown great potential for continuous physiological monitoring, yet signal instability and insufficient multimodal coordination under dynamic conditions remain key challenges. Here, we report a Janus Flexible Electrode System (JFES) integrating printed Ag/PEDOT composite electrodes, electrospun thermoplastic polyurethane (TPU) membranes, and an elastomeric adhesive interlayer for simultaneous acquisition of electrophysiological and strain signals. Benefiting from the dual-surface functional partitioning and stress-buffered multilayer structure, the device exhibits excellent flexibility, strong skin adhesion, stable electrical performance, and a high EMG signal-to-noise ratio of approximately 36 dB. Through feature-level EMG–strain fusion assisted by a lightweight convolutional neural network (CNN), the system achieves a gesture-recognition accuracy of 94.34%, outperforming the EMG-only model. Furthermore, in vivo experiments on anesthetized mice demonstrate the system's capability for synchronous recording of tail-pinch-associated cortical potentials and strain responses. Quantitative ECoG analysis shows stimulation-induced redistribution of spectral power within 0.5–30 Hz, while the strain channel captures corresponding mechanical responses. This study provides a scalable and reliable Janus electrode strategy for multimodal bioelectronic interfaces, bridging electrophysiological and mechanical signal monitoring toward intelligent health diagnostics and neurophysiological applications.","PeriodicalId":270,"journal":{"name":"Chemical Engineering Journal","volume":"21 1","pages":""},"PeriodicalIF":12.5000,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chemical Engineering Journal","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1016/j.cej.2026.182682","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, CHEMICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Flexible bioelectronic systems have shown great potential for continuous physiological monitoring, yet signal instability and insufficient multimodal coordination under dynamic conditions remain key challenges. Here, we report a Janus Flexible Electrode System (JFES) integrating printed Ag/PEDOT composite electrodes, electrospun thermoplastic polyurethane (TPU) membranes, and an elastomeric adhesive interlayer for simultaneous acquisition of electrophysiological and strain signals. Benefiting from the dual-surface functional partitioning and stress-buffered multilayer structure, the device exhibits excellent flexibility, strong skin adhesion, stable electrical performance, and a high EMG signal-to-noise ratio of approximately 36 dB. Through feature-level EMG–strain fusion assisted by a lightweight convolutional neural network (CNN), the system achieves a gesture-recognition accuracy of 94.34%, outperforming the EMG-only model. Furthermore, in vivo experiments on anesthetized mice demonstrate the system's capability for synchronous recording of tail-pinch-associated cortical potentials and strain responses. Quantitative ECoG analysis shows stimulation-induced redistribution of spectral power within 0.5–30 Hz, while the strain channel captures corresponding mechanical responses. This study provides a scalable and reliable Janus electrode strategy for multimodal bioelectronic interfaces, bridging electrophysiological and mechanical signal monitoring toward intelligent health diagnostics and neurophysiological applications.
期刊介绍:
The Chemical Engineering Journal is an international research journal that invites contributions of original and novel fundamental research. It aims to provide an international platform for presenting original fundamental research, interpretative reviews, and discussions on new developments in chemical engineering. The journal welcomes papers that describe novel theory and its practical application, as well as those that demonstrate the transfer of techniques from other disciplines. It also welcomes reports on carefully conducted experimental work that is soundly interpreted. The main focus of the journal is on original and rigorous research results that have broad significance. The Catalysis section within the Chemical Engineering Journal focuses specifically on Experimental and Theoretical studies in the fields of heterogeneous catalysis, molecular catalysis, and biocatalysis. These studies have industrial impact on various sectors such as chemicals, energy, materials, foods, healthcare, and environmental protection.