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Tang C, Wang P, Li Z, Zhong S, Yang L, Li G. Neural functional rehabilitation: Exploring neuromuscular reconstruction technology advancements and challenges. Neural Regen Res 2026; 21:173-186. [PMID: 39665789 PMCID: PMC12094537 DOI: 10.4103/nrr.nrr-d-24-00613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 09/18/2024] [Accepted: 11/04/2024] [Indexed: 12/13/2024] Open
Abstract
Neural machine interface technology is a pioneering approach that aims to address the complex challenges of neurological dysfunctions and disabilities resulting from conditions such as congenital disorders, traumatic injuries, and neurological diseases. Neural machine interface technology establishes direct connections with the brain or peripheral nervous system to restore impaired motor, sensory, and cognitive functions, significantly improving patients' quality of life. This review analyzes the chronological development and integration of various neural machine interface technologies, including regenerative peripheral nerve interfaces, targeted muscle and sensory reinnervation, agonist-antagonist myoneural interfaces, and brain-machine interfaces. Recent advancements in flexible electronics and bioengineering have led to the development of more biocompatible and high-resolution electrodes, which enhance the performance and longevity of neural machine interface technology. However, significant challenges remain, such as signal interference, fibrous tissue encapsulation, and the need for precise anatomical localization and reconstruction. The integration of advanced signal processing algorithms, particularly those utilizing artificial intelligence and machine learning, has the potential to improve the accuracy and reliability of neural signal interpretation, which will make neural machine interface technologies more intuitive and effective. These technologies have broad, impactful clinical applications, ranging from motor restoration and sensory feedback in prosthetics to neurological disorder treatment and neurorehabilitation. This review suggests that multidisciplinary collaboration will play a critical role in advancing neural machine interface technologies by combining insights from biomedical engineering, clinical surgery, and neuroengineering to develop more sophisticated and reliable interfaces. By addressing existing limitations and exploring new technological frontiers, neural machine interface technologies have the potential to revolutionize neuroprosthetics and neurorehabilitation, promising enhanced mobility, independence, and quality of life for individuals with neurological impairments. By leveraging detailed anatomical knowledge and integrating cutting-edge neuroengineering principles, researchers and clinicians can push the boundaries of what is possible and create increasingly sophisticated and long-lasting prosthetic devices that provide sustained benefits for users.
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Affiliation(s)
- Chunxiao Tang
- Department of Neural Engineering Center, Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS), Shenzhen, Guangdong Province, China
| | - Ping Wang
- Department of Neural Engineering Center, Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS), Shenzhen, Guangdong Province, China
| | - Zhonghua Li
- Department of Human Anatomy, Southern Medical University, Guangzhou, Guangdong Province, China
| | - Shizhen Zhong
- Department of Human Anatomy, Southern Medical University, Guangzhou, Guangdong Province, China
| | - Lin Yang
- Department of Neural Engineering Center, Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS), Shenzhen, Guangdong Province, China
| | - Guanglin Li
- Department of Neural Engineering Center, Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS), Shenzhen, Guangdong Province, China
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2
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Wang H, Li H, Xin Y, Chen W, Liu H, Chen Y, Chen Y, Chen L, Luo Y, Chen Z, Liu GS. Patterning silver nanowire network via the Gibbs-Thomson effect. MICROSYSTEMS & NANOENGINEERING 2025; 11:96. [PMID: 40389401 PMCID: PMC12089369 DOI: 10.1038/s41378-025-00945-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 03/17/2025] [Accepted: 04/01/2025] [Indexed: 05/21/2025]
Abstract
As transparent electrodes, patterned silver nanowire (AgNW) networks suffer from noticeable pattern visibility, which is an unsettled issue for practical applications such as display. Here, we introduce a Gibbs-Thomson effect (GTE)-based patterning method to effectively reduce pattern visibility. Unlike conventional top-down and bottom-up strategies that rely on selective etching, removal, or deposition of AgNWs, our approach focuses on fragmenting nanowires primarily at the junctions through the GTE. This is realized by modifying AgNWs with a compound of diphenyliodonium nitrate and silver nitrate, which aggregates into nanoparticles at the junctions of AgNWs. These nanoparticles can boost the fragmentation of nanowires at the junctions under an ultralow temperature (75 °C), allow pattern transfer through a photolithographic masking operation, and enhance plasmonic welding during UV exposure. The resultant patterned electrodes have trivial differences in transmittance (ΔT = 1.4%) and haze (ΔH = 0.3%) between conductive and insulative regions, with high-resolution patterning size down to 10 μm. To demonstrate the practicality of this novel method, we constructed a highly transparent, optoelectrical interactive tactile e-skin using the patterned AgNW electrodes.
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Affiliation(s)
- Hongteng Wang
- College of Physical & Optoelectronic Engineering, Jinan University, Guangzhou, 510632, China
| | - Haichuan Li
- College of Physical & Optoelectronic Engineering, Jinan University, Guangzhou, 510632, China
| | - Yijia Xin
- College of Physical & Optoelectronic Engineering, Jinan University, Guangzhou, 510632, China
| | - Weizhen Chen
- Faculty of Natural, Mathematical & Engineering Sciences, King's College London, London, WC2R 2LS, UK
| | - Haogeng Liu
- College of Physical & Optoelectronic Engineering, Jinan University, Guangzhou, 510632, China
| | - Ying Chen
- College of Physical & Optoelectronic Engineering, Jinan University, Guangzhou, 510632, China
| | - Yaofei Chen
- College of Physical & Optoelectronic Engineering, Jinan University, Guangzhou, 510632, China
- Guangdong Provincial Key Laboratory of Optical Fiber Sensing and Communications, Key Laboratory of Visible Light Communications of Guangzhou, Key Laboratory of Optoelectronic Information and Sensing Technologies of Guangdong Higher Education Institutes, Jinan University, Guangzhou, 510632, China
| | - Lei Chen
- College of Physical & Optoelectronic Engineering, Jinan University, Guangzhou, 510632, China.
- Guangdong Provincial Key Laboratory of Optical Fiber Sensing and Communications, Key Laboratory of Visible Light Communications of Guangzhou, Key Laboratory of Optoelectronic Information and Sensing Technologies of Guangdong Higher Education Institutes, Jinan University, Guangzhou, 510632, China.
| | - Yunhan Luo
- College of Physical & Optoelectronic Engineering, Jinan University, Guangzhou, 510632, China.
- Guangdong Provincial Key Laboratory of Optical Fiber Sensing and Communications, Key Laboratory of Visible Light Communications of Guangzhou, Key Laboratory of Optoelectronic Information and Sensing Technologies of Guangdong Higher Education Institutes, Jinan University, Guangzhou, 510632, China.
| | - Zhe Chen
- College of Physical & Optoelectronic Engineering, Jinan University, Guangzhou, 510632, China
- Guangdong Provincial Key Laboratory of Optical Fiber Sensing and Communications, Key Laboratory of Visible Light Communications of Guangzhou, Key Laboratory of Optoelectronic Information and Sensing Technologies of Guangdong Higher Education Institutes, Jinan University, Guangzhou, 510632, China
| | - Gui-Shi Liu
- College of Physical & Optoelectronic Engineering, Jinan University, Guangzhou, 510632, China.
- Guangdong Provincial Key Laboratory of Optical Fiber Sensing and Communications, Key Laboratory of Visible Light Communications of Guangzhou, Key Laboratory of Optoelectronic Information and Sensing Technologies of Guangdong Higher Education Institutes, Jinan University, Guangzhou, 510632, China.
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3
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Zhao W, Yao L, Shen J, Chen S, Zhu S, Chen S, Wang L, Li Y, Liu S, Zhao Q. Advanced Liquid Metal-Based Hydrogels for Flexible Electronics. ACS APPLIED MATERIALS & INTERFACES 2025; 17:27713-27739. [PMID: 40323766 DOI: 10.1021/acsami.5c05225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2025]
Abstract
With the rapid development of flexible electronics in wearable devices, healthcare devices, and the Internet of Things (IoT), liquid metals (LMs)-based hydrogels have emerged as cutting-edge functional materials due to their high electrical conductivity, tunable mechanical properties, excellent biocompatibility, and unique self-healing properties. Through various physical or chemical methods, LMs can be integrated to form multifunctional LMs-based hydrogels, thus broadening the potential application fields. In this Review, the recent advancement in LMs-based hydrogels for flexible electronics is comprehensively and systematically reviewed from three aspects of synthesis methods, properties, and applications. For the first time, the existing innovative synthesis methods of LMs-based hydrogels are classified and summarized, including patterned LMs on/inside hydrogel substrates, LMs as conductive fillers in polymeric hydrogels, LMs as initiators in hydrogels, and LMs as cross-linkers with organic/inorganic materials. The synthesis mechanism is also stated in detail to highlight the multiple roles of LMs in adjusting the hydrogel properties. The versatile applications of LMs-based hydrogels in flexible electronics, including flexible sensors, wireless communications, electromagnetic interference (EMI) shielding, soft robot actuators, energy storage and conversion, etc., are separately described. Finally, the current challenges and future prospects of LMs-based hydrogels are proposed.
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Affiliation(s)
- Weiwei Zhao
- State Key Laboratory of Flexible Electronics (LoFE) and Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, 9 Wenyuan Road, Nanjing 210023, China
| | - Le Yao
- State Key Laboratory of Flexible Electronics (LoFE) and Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, 9 Wenyuan Road, Nanjing 210023, China
| | - Jiacheng Shen
- State Key Laboratory of Flexible Electronics (LoFE) and Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, 9 Wenyuan Road, Nanjing 210023, China
| | - Shujiao Chen
- State Key Laboratory of Flexible Electronics (LoFE) and Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, 9 Wenyuan Road, Nanjing 210023, China
| | - Shujing Zhu
- State Key Laboratory of Flexible Electronics (LoFE) and Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, 9 Wenyuan Road, Nanjing 210023, China
| | - Shu Chen
- State Key Laboratory of Flexible Electronics (LoFE) and Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, 9 Wenyuan Road, Nanjing 210023, China
| | - Longlu Wang
- College of Electronic and Optical Engineering & College of Flexible Electronics (Future Technology), Nanjing University of Posts & Telecommunications, 9 Wenyuan Road, Nanjing 210023, China
| | - Yang Li
- College of Electronic and Optical Engineering & College of Flexible Electronics (Future Technology), Nanjing University of Posts & Telecommunications, 9 Wenyuan Road, Nanjing 210023, China
| | - Shujuan Liu
- State Key Laboratory of Flexible Electronics (LoFE) and Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, 9 Wenyuan Road, Nanjing 210023, China
| | - Qiang Zhao
- State Key Laboratory of Flexible Electronics (LoFE) and Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, 9 Wenyuan Road, Nanjing 210023, China
- College of Electronic and Optical Engineering & College of Flexible Electronics (Future Technology), Nanjing University of Posts & Telecommunications, 9 Wenyuan Road, Nanjing 210023, China
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Liang D, Xie Y, Sun L, Luo Y, He J, Peng W, Zhang Z, Xu B, Ni B, Huang Y, Shi J, Duan Q. Durable, High-Output, Weavable Self-Powered Pressure Sensors Enabled by Plant-Templated Topological Interlocking Structure and Schottky Junction. NANO LETTERS 2025; 25:7326-7335. [PMID: 40295154 DOI: 10.1021/acs.nanolett.5c00331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/30/2025]
Abstract
The rapid development of flexible and easy-to-integrate wearable electronics places greater demands on the design of fibrous triboelectric materials. However, mechanical mismatch between the dielectric and electrode interfaces remains one of the challenges for achieving device durability and high outputs. A weavable and stretchable fibrous triboelectric material (PDMS/PPy/AgNPs/JE) was developed based on a porous Juncus effusus template employing in situ growth and injection molding. The topological interlocking structure between the dielectric layer (PDMS) and electrode (PPy/AgNPs/JE) enables PDMS/PPy/AgNPs/JE to withstand 142% strain while maintaining stable performance after 10,000 working cycles. PDMS/PPy/AgNPs/JE exhibits excellent output voltage (∼ 46 V) due to the Schottky junction at the interface between PPy and AgNPs. It suggests excellent application advantages in self-powered pressure sensing and array identification. This work provides a new idea for the material construction of stable and high-output wearable sensors.
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Affiliation(s)
- Dongwu Liang
- Guangxi Key Laboratory of Clean Pulp & Papermaking and Pollution Control, School of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China
| | - Yuxin Xie
- Guangxi Key Laboratory of Clean Pulp & Papermaking and Pollution Control, School of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China
| | - Lei Sun
- Guangxi Key Laboratory of Clean Pulp & Papermaking and Pollution Control, School of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China
| | - Yi Luo
- Guangxi Key Laboratory of Clean Pulp & Papermaking and Pollution Control, School of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China
| | - Juanxia He
- School of Resources, Environment, and Materials, Guangxi University, Nanning 530004, China
| | - Weiqing Peng
- School of Materials Science and Engineering, Wuhan University of Technology, Wuhan 430070, China
| | - Zhijun Zhang
- Guangxi Key Laboratory of Clean Pulp & Papermaking and Pollution Control, School of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China
| | - Bei Xu
- Guangxi Key Laboratory of Clean Pulp & Papermaking and Pollution Control, School of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China
| | - Bowen Ni
- Guangxi Key Laboratory of Clean Pulp & Papermaking and Pollution Control, School of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China
| | - Yanbo Huang
- Guangxi Key Laboratory of Clean Pulp & Papermaking and Pollution Control, School of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China
| | - Jiayi Shi
- Guangxi Key Laboratory of Clean Pulp & Papermaking and Pollution Control, School of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China
| | - Qingshan Duan
- Guangxi Key Laboratory of Clean Pulp & Papermaking and Pollution Control, School of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China
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5
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Tang Z, Chowdhury IF, Yang J, Li S, Mondal AK, Wu H. Recent advances in tannic acid-based gels: Design, properties, and applications. Adv Colloid Interface Sci 2025; 339:103425. [PMID: 39970605 DOI: 10.1016/j.cis.2025.103425] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Revised: 12/14/2024] [Accepted: 02/01/2025] [Indexed: 02/21/2025]
Abstract
With the flourishing of mussel-inspired chemistry, the fast-growing development for environmentally friendly materials, and the need for inexpensive and biocompatible analogues to PDA in gel design, TA has led to its gradual emergence as a research focus due to its remarkable biocompatible, renewable, sustainable and particular physicochemical properties. As a natural building block, TA can be used as a substrate or crosslinker, ensuring versatile functional polymeric networks for various applications. In this review, the design of TA-based gels is summarized in detail (i.e., different interactions such as: metal coordination, electrostatic, hydrophobic, host-guest, cation-π and π-π stacking interactions, hydrogen bonding and various reactions including: phenol-amine Michael and Schiff base, phenol-thiol Michael addition, phenol-epoxy ring opening reaction, etc.). Subsequently, TA-based gels with a variety of functionalities, including mechanical, adhesion, conductive, self-healing, UV-shielding, anti-swelling, anti-freezing, shape memory, antioxidant, antibacterial, anti-inflammatory and responsive properties are introduced in detail. Then, a summary of recent developments in the use of TA-based gels is provided, including bioelectronics, biomedicine, energy, packaging, water treatment and other fields. Finally, the difficulties that TA-based gels are currently facing are outlined, and an original yet realistic viewpoint is provided in an effort to spur future development.
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Affiliation(s)
- Zuwu Tang
- School of Materials and Packaging Engineering, Fujian Polytechnic Normal University, Fuzhou, Fujian 350300, PR China
| | - Ilnaz Fargul Chowdhury
- Institute of National Analytical Research and Service, Bangladesh Council of Scientific and Industrial Research, Dhanmondi, Dhaka 1205, Bangladesh
| | - Jinbei Yang
- School of Materials and Packaging Engineering, Fujian Polytechnic Normal University, Fuzhou, Fujian 350300, PR China
| | - Shi Li
- School of Chemical and Environmental Engineering, Anhui Polytechnic University, Wuhu, Anhui 241000, PR China.
| | - Ajoy Kanti Mondal
- Institute of National Analytical Research and Service, Bangladesh Council of Scientific and Industrial Research, Dhanmondi, Dhaka 1205, Bangladesh.
| | - Hui Wu
- College of Material Engineering, Fujian Agriculture and Forestry University, Fuzhou, Fujian 350108, PR China; National Forestry and Grassland Administration Key Laboratory of Plant Fiber Functional Materials, Fuzhou, Fujian 350108, PR China.
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6
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Abhinav V, Basu P, Verma SS, Verma J, Das A, Kumari S, Yadav PR, Kumar V. Advancements in Wearable and Implantable BioMEMS Devices: Transforming Healthcare Through Technology. MICROMACHINES 2025; 16:522. [PMID: 40428648 PMCID: PMC12113605 DOI: 10.3390/mi16050522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2025] [Revised: 04/24/2025] [Accepted: 04/24/2025] [Indexed: 05/29/2025]
Abstract
Wearable and implantable BioMEMSs (biomedical microelectromechanical systems) have transformed modern healthcare by enabling continuous, personalized, and minimally invasive monitoring, diagnostics, and therapy. Wearable BioMEMSs have advanced rapidly, encompassing a diverse range of biosensors, bioelectronic systems, drug delivery platforms, and motion tracking technologies. These devices enable non-invasive, real-time monitoring of biochemical, electrophysiological, and biomechanical signals, offering personalized and proactive healthcare solutions. In parallel, implantable BioMEMS have significantly enhanced long-term diagnostics, targeted drug delivery, and neurostimulation. From continuous glucose and intraocular pressure monitoring to programmable drug delivery and bioelectric implants for neuromodulation, these devices are improving precision treatment by continuous monitoring and localized therapy. This review explores the materials and technologies driving advancements in wearable and implantable BioMEMSs, focusing on their impact on chronic disease management, cardiology, respiratory care, and glaucoma treatment. We also highlight their integration with artificial intelligence (AI) and the Internet of Things (IoT), paving the way for smarter, data-driven healthcare solutions. Despite their potential, BioMEMSs face challenges such as regulatory complexities, global standardization, and societal determinants. Looking ahead, we explore emerging directions like multifunctional systems, biodegradable power sources, and next-generation point-of-care diagnostics. Collectively, these advancements position BioMEMS as pivotal enablers of future patient-centric healthcare systems.
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Affiliation(s)
- Vishnuram Abhinav
- Department of Electrical Engineering, Indian Institute of Technology Bombay, Mumbai 400076, Maharashtra, India;
| | - Prithvi Basu
- Department of Electrical Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Shikha Supriya Verma
- Integrated Disease Surveillance Program, National Health Mission, Guwahati 781005, Assam, India
| | - Jyoti Verma
- Department of Electrical Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Atanu Das
- Department of Electronics and Communication Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal 576104, Karnataka, India
| | - Savita Kumari
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Mumbai 400076, Maharashtra, India
| | - Prateek Ranjan Yadav
- School of Mechanical and Materials Engineering, University College Dublin, D04 V1W8 Dublin, Ireland
| | - Vibhor Kumar
- Department of Electrical Engineering, Texas A&M University, College Station, TX 77843, USA
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7
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Dang TB, Truong TA, Nguyen CC, Listyawan M, Sapers JS, Zhao S, Truong DP, Zhang J, Do TN, Phan HP. Flexible, wearable mechano-acoustic sensors for body sound monitoring applications. NANOSCALE 2025; 17:9652-9685. [PMID: 40145538 DOI: 10.1039/d4nr05145a] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/28/2025]
Abstract
Body sounds serve as a valuable source of health information, offering insights into systems such as the cardiovascular, pulmonary, and gastrointestinal systems. Additionally, body sound measurements are easily accessible, fast, and non-invasive, which has led to their widespread use in clinical auscultation for diagnosing health conditions. However, conventional devices like stethoscopes are constrained by rigid and bulky designs, limiting their potential for long-term monitoring and often leading to subjective diagnoses. Recently, flexible, wearable mechano-acoustic sensors have emerged as an innovative alternative for body sound auscultation, offering significant advantages over conventional rigid devices. This review explores these advanced sensors, delving into their sensing mechanisms, materials, configurations, and fabrication techniques. Furthermore, it highlights various health monitoring applications of flexible, wearable mechano-acoustic sensors based on body sound auscultation. Finally, the existing challenges and promising opportunities are addressed, providing a snapshot of the current picture and the strategies of future approaches in this rapidly evolving field.
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Affiliation(s)
- Tran Bach Dang
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Thanh An Truong
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Chi Cong Nguyen
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Michael Listyawan
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Joshua Sam Sapers
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Sinuo Zhao
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Duc Phuc Truong
- School of Mechanical Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam
| | - Jin Zhang
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Thanh Nho Do
- Graduate School of Biomedical Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia
- Tyree Foundation Institute of Health Engineering, UNSW Sydney, Kensington Campus, Sydney, NSW 2052, Australia
| | - Hoang-Phuong Phan
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
- Tyree Foundation Institute of Health Engineering, UNSW Sydney, Kensington Campus, Sydney, NSW 2052, Australia
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Zhu Y, Zhou Y, Zhang X, Pan P, Yang J, Yu C. Solvent-Free Ion-Conductive Xerogels with High Conductivity and Adhesion Enable Multimodal Sensing. Gels 2025; 11:242. [PMID: 40277678 PMCID: PMC12026868 DOI: 10.3390/gels11040242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2025] [Revised: 03/24/2025] [Accepted: 03/24/2025] [Indexed: 04/26/2025] Open
Abstract
Ion-conductive gels (ICGs) are essential for achieving human-machine interfaces, bioelectronic applications, or durable wearable sensors. However, traditional solvent-dependent ICGs face bottlenecks such as dehydration-induced failure and challenges in achieving a balance between conductivity and mechanical properties. Here, this work developed a novel ternary ion-conductive xerogel (PEM-Li ICXG) system based on polyethylene glycol (PEG), poly (2-methoxyethyl acrylate) (PMEA), and LiTFSI. PEM-Li ICXGs exhibit high conductivity (2.7 × 10-2 S/m), high adhesive capability (0.34 MPa), and solvent-free characteristics. Remarkably, the incorporation of ions into ICXGs simultaneously optimizes their mechanical performance. We demonstrate the application of ICGs in flexible sensors for strain or temperature sensing. The proposed synthesis strategy is straightforward and may further inspire the design of novel high-performance ICXGs.
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Affiliation(s)
- Yicheng Zhu
- School of Environmental Science and Safety Engineering, Tianjin University of Science and Technology, 391 West Penn Road, Tianjin 300384, China;
- Quzhou Research Institute, Zhejiang University, 99 Zheda Road, Quzhou 324000, China;
| | - Yichen Zhou
- State Key Laboratory of Chemical Engineering, College of Chemical and Biological Engineering, Zhejiang University, 866 Yuhangtang Road, Hangzhou 310058, China; (Y.Z.); (X.Z.)
| | - Xing Zhang
- State Key Laboratory of Chemical Engineering, College of Chemical and Biological Engineering, Zhejiang University, 866 Yuhangtang Road, Hangzhou 310058, China; (Y.Z.); (X.Z.)
| | - Pengju Pan
- Quzhou Research Institute, Zhejiang University, 99 Zheda Road, Quzhou 324000, China;
- State Key Laboratory of Chemical Engineering, College of Chemical and Biological Engineering, Zhejiang University, 866 Yuhangtang Road, Hangzhou 310058, China; (Y.Z.); (X.Z.)
| | - Jinjun Yang
- School of Environmental Science and Safety Engineering, Tianjin University of Science and Technology, 391 West Penn Road, Tianjin 300384, China;
| | - Chengtao Yu
- Quzhou Research Institute, Zhejiang University, 99 Zheda Road, Quzhou 324000, China;
- State Key Laboratory of Chemical Engineering, College of Chemical and Biological Engineering, Zhejiang University, 866 Yuhangtang Road, Hangzhou 310058, China; (Y.Z.); (X.Z.)
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Fang D, Wang Y, Lv X, Zhang X, Yi S, Chen J, Ma Y, Xu W, Yang X, Jia H. Development of a Nano-toughened multifunctional composite hydrogel based on chitosan and its applications in catalytic and flexible sensors. Int J Biol Macromol 2025; 293:139016. [PMID: 39730054 DOI: 10.1016/j.ijbiomac.2024.139016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 11/29/2024] [Accepted: 12/18/2024] [Indexed: 12/29/2024]
Abstract
In this study, we developed a novel composite catalytic hydrogel, which integrates excellent mechanical properties, catalytic activity, and sensing performance. Discarded hydrogel sensors are reused as templates for in-situ generation of metal nanoparticles, and multifunctional hydrogels combining sensing and catalysis are realized. Polyacrylamide (PAM) provides a three-dimensional network structure, while octadecyl methacrylate (SMA) acts as a hydrophobic association center, enhancing the structural stability of the hydrogel. Dopamine coated with silica (PDA@SiO₂) nanoparticles act as nanoreinforcement points, further improving the mechanical strength of the hydrogel. Graphene(GN) imparts the hydrogel with good electrical conductivity and sensing capabilities. The hydrogel exhibits a strain of 1878 %, a tensile strength of 668 kPa, and toughness of 5615.2 kJ/m3, while also demonstrating excellent sensing performance, with gauge factor (GF) of 7.49 and response time of 168 ms, enabling a quick response to external strain. It effectively detects human motions, such as finger bending and joint movement. Additionally, PDA@SiO₂ acts as an active site for the synthesis of Ag NPs, facilitating the reduction of Rhodamine B at 25 °C with a catalytic rate constant of 0.504 min-1. After five catalytic cycles, the hydrogel retains over 99 % efficiency, demonstrating excellent cyclic stability and recyclability.
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Affiliation(s)
- Di Fang
- School of Chemical Engineering, Changchun University of Technology, Changchun 130012, China
| | - Yukai Wang
- China Research Institute of Daily Chemical Industry, Taiyuan 030001, Shanxi, China
| | - Xue Lv
- School of Chemical Engineering, Changchun University of Technology, Changchun 130012, China.
| | - Xikun Zhang
- School of Chemical Engineering, Changchun University of Technology, Changchun 130012, China.
| | - Shurui Yi
- School of Chemical Engineering, Changchun University of Technology, Changchun 130012, China
| | - Junzheng Chen
- School of Chemical Engineering, Changchun University of Technology, Changchun 130012, China
| | - Yanmin Ma
- School of Chemical Engineering, Changchun University of Technology, Changchun 130012, China
| | - Wang Xu
- School of Chemical Engineering, Changchun University of Technology, Changchun 130012, China
| | - Xiaoning Yang
- School of Chemical Engineering, Changchun University of Technology, Changchun 130012, China
| | - Huiwen Jia
- School of Chemical Engineering, Changchun University of Technology, Changchun 130012, China
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10
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Li W, Zhu L, Xu Y, Wang G, Xu T, Si C. Lignocellulose-Mediated Functionalization of Liquid Metals toward the Frontiers of Multifunctional Materials. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2025; 37:e2415761. [PMID: 39573839 DOI: 10.1002/adma.202415761] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Revised: 11/10/2024] [Indexed: 03/27/2025]
Abstract
Lignocellulose-mediated liquid metal (LM) composites, as emerging functional materials, show tremendous potential for a variety of applications. The abundant hydroxyl, carboxyl, and other polar groups in lignocellulose facilitate the formation of strong chemical bonds with LM surfaces, enhancing wettability and adhesion for improved interface compatibility. Beyond serving as a supportive matrix, lignocellulose can be tailored to optimize the microstructure of the composites, adapting them for diverse applications. This review comprehensively summarizes the fundamental principles and recent advancements in lignocellulose-mediated LM composites, highlighting the advantages of lignocellulose in composite fabrication, including facile synthesis, versatile interactions, and inherent functionalities. Key modulation strategies for LMs and innovative synthesis methods for functionalized lignocellulose composites are discussed. Furthermore, the roles and structure-performance relationships of these composites in electromagnetic shielding, flexible sensors, and energy storage devices are systematically summarized. Finally, the obstacles and prospective advancements pertaining to lignocellulose-mediated LM composites are thoroughly scrutinized and deliberated upon. This review is expected to provide basic guidance for researchers to boost the popularity of LMs in diverse applications and provide useful references for design strategies of state-of-the-art LMs.
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Affiliation(s)
- Wei Li
- State Key Laboratory of Biobased Fiber Manufacturing Technology, Tianjin Key Laboratory of Pulp and Paper, College of Light Industry Science and Technology, Tianjin University of Science and Technology, Tianjin, 300457, P. R. China
| | - Liyu Zhu
- State Key Laboratory of Biobased Fiber Manufacturing Technology, Tianjin Key Laboratory of Pulp and Paper, College of Light Industry Science and Technology, Tianjin University of Science and Technology, Tianjin, 300457, P. R. China
| | - Ying Xu
- State Key Laboratory of Biobased Fiber Manufacturing Technology, Tianjin Key Laboratory of Pulp and Paper, College of Light Industry Science and Technology, Tianjin University of Science and Technology, Tianjin, 300457, P. R. China
| | - Guanhua Wang
- State Key Laboratory of Biobased Fiber Manufacturing Technology, Tianjin Key Laboratory of Pulp and Paper, College of Light Industry Science and Technology, Tianjin University of Science and Technology, Tianjin, 300457, P. R. China
| | - Ting Xu
- State Key Laboratory of Biobased Fiber Manufacturing Technology, Tianjin Key Laboratory of Pulp and Paper, College of Light Industry Science and Technology, Tianjin University of Science and Technology, Tianjin, 300457, P. R. China
| | - Chuanling Si
- State Key Laboratory of Biobased Fiber Manufacturing Technology, Tianjin Key Laboratory of Pulp and Paper, College of Light Industry Science and Technology, Tianjin University of Science and Technology, Tianjin, 300457, P. R. China
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11
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Khonina SN, Kazanskiy NL. Trends and Advances in Wearable Plasmonic Sensors Utilizing Surface-Enhanced Raman Spectroscopy (SERS): A Comprehensive Review. SENSORS (BASEL, SWITZERLAND) 2025; 25:1367. [PMID: 40096150 PMCID: PMC11902420 DOI: 10.3390/s25051367] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Revised: 02/21/2025] [Accepted: 02/22/2025] [Indexed: 03/19/2025]
Abstract
Wearable sensors have appeared as a promising solution for real-time, non-invasive monitoring in diverse fields, including healthcare, environmental sensing, and wearable electronics. Surface-enhanced Raman spectroscopy (SERS)-based sensors leverage the unique properties of SERS, such as plasmonic signal enhancement, high molecular specificity, and the potential for single-molecule detection, to detect and identify a wide range of analytes with ultra-high sensitivity and molecular selectivity. However, it is important to note that wearable sensors utilize various sensing mechanisms, and not all rely on SERS technology, as their design depends on the specific application. This comprehensive review highlights the recent trends and advancements in wearable plasmonic sensing technologies, focusing on their design, fabrication, and integration into practical wearable devices. Key innovations in material selection, such as the use of nanomaterials and flexible substrates, have significantly enhanced sensor performance and wearability. Moreover, we discuss challenges such as miniaturization, power consumption, and long-term stability, along with potential solutions to address these issues. Finally, the outlook for wearable plasmonic sensing technologies is presented, emphasizing the need for interdisciplinary research to drive the next generation of smart wearables capable of real-time health diagnostics, environmental monitoring, and beyond.
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Affiliation(s)
- Svetlana N. Khonina
- Samara National Research University, 34 Moskovskoye Shosse, Samara 443086, Russia;
- Image Processing Systems Institute, NRC “Kurchatov Institute”, 151 Molodogvardeyskaya, Samara 443001, Russia
| | - Nikolay L. Kazanskiy
- Samara National Research University, 34 Moskovskoye Shosse, Samara 443086, Russia;
- Image Processing Systems Institute, NRC “Kurchatov Institute”, 151 Molodogvardeyskaya, Samara 443001, Russia
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12
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Vo DK, Trinh KTL. Advances in Wearable Biosensors for Wound Healing and Infection Monitoring. BIOSENSORS 2025; 15:139. [PMID: 40136936 PMCID: PMC11940385 DOI: 10.3390/bios15030139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2024] [Revised: 02/16/2025] [Accepted: 02/21/2025] [Indexed: 03/27/2025]
Abstract
Wound healing is a complicated biological process that is important for restoring tissue integrity and function after injury. Infection, usually due to bacterial colonization, significantly complicates this process by hindering the course of healing and enhancing the chances of systemic complications. Recent advances in wearable biosensors have transformed wound care by making real-time monitoring of biomarkers such as pH, temperature, moisture, and infection-related metabolites like trimethylamine and uric acid. This review focuses on recent advances in biosensor technologies designed for wound management. Novel sensor architectures, such as flexible and stretchable electronics, colorimetric patches, and electrochemical platforms, enable the non-invasive detection of changes associated with wounds with high specificity and sensitivity. These are increasingly combined with AI and analytics based on smartphones that can enable timely and personalized interventions. Examples are the PETAL patch sensor that applies multiple sensing mechanisms for wide-ranging views on wound status and closed-loop systems that connect biosensors to therapeutic devices to automate infection control. Additionally, self-powered biosensors that tap into body heat or energy from the biofluids themselves avoid any external batteries and are thus more effective in field use or with limited resources. Internet of Things connectivity allows further support for remote sharing and monitoring of data, thus supporting telemedicine applications. Although wearable biosensors have developed relatively rapidly and their prospects continue to expand, regular clinical application is stalled by significant challenges such as regulatory, cost, patient compliance, and technical problems related to sensor accuracy, biofouling, and power, among others, that need to be addressed by innovative solutions. The goal of this review is to synthesize current trends, challenges, and future directions in wound healing and infection monitoring, with emphasis on the potential for wearable biosensors to improve patient outcomes and reduce healthcare burdens. These innovations are leading the way toward next-generation wound care by bridging advanced materials science, biotechnology, and digital health.
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Affiliation(s)
- Dang-Khoa Vo
- College of Pharmacy, Gachon University, 191 Hambakmoe-ro, Yeonsu-gu, Incheon 21936, Republic of Korea
| | - Kieu The Loan Trinh
- BioNano Applications Research Center, Gachon University, 1342 Seongnam-daero, Sujeong-gu, Seongnam-si 13120, Republic of Korea
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13
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Lin Y, Dervisevic M, Yoh HZ, Guo K, Voelcker NH. Tailoring Design of Microneedles for Drug Delivery and Biosensing. Mol Pharm 2025; 22:678-707. [PMID: 39813711 DOI: 10.1021/acs.molpharmaceut.4c01266] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2025]
Abstract
Microneedles (MNs) are emerging as versatile tools for both therapeutic drug delivery and diagnostic monitoring. Unlike hypodermic needles, MNs achieve these applications with minimal or no pain and customizable designs, making them suitable for personalized medicine. Understanding the key design parameters and the challenges during contact with biofluids is crucial to optimizing their use across applications. This review summarizes the current fabrication techniques and design considerations tailored to meet the distinct requirements for drug delivery and biosensing applications. We further underscore the current state of theranostic MNs that integrate drug delivery and biosensing and propose future directions for advancing MNs toward clinical use.
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Affiliation(s)
- Yuexi Lin
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia
- Melbourne Centre for Nanofabrication, Victorian Node of the Australian National Fabrication Facility, Clayton, Victoria 3168, Australia
| | - Muamer Dervisevic
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia
- Melbourne Centre for Nanofabrication, Victorian Node of the Australian National Fabrication Facility, Clayton, Victoria 3168, Australia
| | - Hao Zhe Yoh
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia
| | - Keying Guo
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia
- Faculty of Biotechnology and Food Engineering, Guangdong Technion-Israel Institute of Technology, Shantou 515063, China
- Guangdong Provincial Key Laboratory of Materials and Technologies for Energy Conversion (MATEC), Guangdong Technion-Israel Institute of Technology, Shantou 515063, China
| | - Nicolas H Voelcker
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia
- Melbourne Centre for Nanofabrication, Victorian Node of the Australian National Fabrication Facility, Clayton, Victoria 3168, Australia
- Materials Science and Engineering, Monash University, Clayton, Victoria 3168, Australia
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14
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Huang L, Zhou Y, Hu X, Yang Z. Emerging Combination of Hydrogel and Electrochemical Biosensors. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2025; 21:e2409711. [PMID: 39679847 DOI: 10.1002/smll.202409711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Revised: 12/05/2024] [Indexed: 12/17/2024]
Abstract
Electrochemical sensors are among the most promising technologies for biomarker research, with outstanding sensitivity, selectivity, and rapid response capabilities that make them important in medical diagnostics and prognosis. Recently, hydrogels have gained attention in the domain of electrochemical biosensors because of their superior biocompatibility, excellent adhesion, and ability to form conformal contact with diverse surfaces. These features provide distinct advantages, particularly in the advancement of wearable biosensors. This review examines the contemporary utilization of hydrogels in electrochemical sensing, explores strategies for optimization and prospective development trajectories, and highlights their distinctive advantages. The objective is to provide an exhaustive overview of the foundational principles of electrochemical sensing systems, analyze the compatibility of hydrogel properties with electrochemical methodologies, and propose potential healthcare applications to further illustrate their applicability. Despite significant advances in the development of hydrogel-based electrochemical biosensors, challenges persist, such as improving material fatigue resistance, interfacial adhesion, and maintaining balanced water content across various environments. Overall, hydrogels have immense potential in flexible biosensors and provide exciting opportunities. However, resolving the current obstacles will necessitate additional research and development efforts.
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Affiliation(s)
- Lingting Huang
- Strait Institute of Flexible Electronics (SIFE, Future Technologies), Fujian Key Laboratory of Flexible Electronics, Fujian Normal University and Strait Laboratory of Flexible Electronics (SLoFE), Fuzhou, 350117, China
| | - Yuyang Zhou
- Strait Institute of Flexible Electronics (SIFE, Future Technologies), Fujian Key Laboratory of Flexible Electronics, Fujian Normal University and Strait Laboratory of Flexible Electronics (SLoFE), Fuzhou, 350117, China
| | - Xiaoming Hu
- Strait Institute of Flexible Electronics (SIFE, Future Technologies), Fujian Key Laboratory of Flexible Electronics, Fujian Normal University and Strait Laboratory of Flexible Electronics (SLoFE), Fuzhou, 350117, China
- School of Materials Science and Engineering, East China Jiaotong University, Nanchang, 330013, China
| | - Zhen Yang
- Strait Institute of Flexible Electronics (SIFE, Future Technologies), Fujian Key Laboratory of Flexible Electronics, Fujian Normal University and Strait Laboratory of Flexible Electronics (SLoFE), Fuzhou, 350117, China
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15
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Lin B, Li F, Hui J, Xing Z, Fu J, Li S, Shi H, Liu C, Mao H, Wu Z. Modular Reconfigurable Approach Toward Noninvasive Wearable Body Net for Monitoring Sweat and Physiological Signals. ACS Sens 2025; 10:225-235. [PMID: 39576944 DOI: 10.1021/acssensors.4c02141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2024]
Abstract
In the realm of wearable technology, strategically placing sensors at various body locations enhances the detection of diverse physiological indicators crucial for remote medical care. However, current devices often focus on a single body part for specific physical parameters, which hinders the seamless integration of sensors across multiple body parts and necessitates redesign for new detection capabilities. Here, we propose a modular, reconfigurable circuit assembly method that can be adaptable for multiple body locations to construct the body net. By simply reassembling different child modules with the base module using flexible printed circuit board connectors, we can efficiently detect various parameters including sweat ion indicators, electrocardiogram signals, electromyography signals, motion data, heart rate, blood oxygen saturation, and skin temperature. These data can be transmitted to a mobile phone app via a Bluetooth Low Energy protocol for further evaluation. Comparative evaluations against established commercial devices substantiate the viability of our sensor technology. In addition, results from wearable body network detections using reconfigurable sensors across multiple body parts of volunteers also indicate promising application prospects, demonstrating the extensive potential for regular health monitoring and clinical applications.
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Affiliation(s)
- Bo Lin
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Fangqi Li
- Institute of Microelectronics of the Chinese Academy of Science, Beijing 100029, China
| | - Jianan Hui
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zhe Xing
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jie Fu
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin 300072, China
| | - Shuang Li
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin 300072, China
| | - Haotian Shi
- China Three Gorges Renewables (Group) Company Limited, Harbin 150000, China
| | - Chaoran Liu
- Ministry of Education Engineering Research Center of Smart Microsensors and Microsystems, College of Electronics and Information, Hangzhou Danzi University, Hangzhou 310018, China
| | - Hongju Mao
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zhenhua Wu
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
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16
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Ruiz‐Mateos Serrano R, Farina D, Malliaras GG. Body Surface Potential Mapping: A Perspective on High-Density Cutaneous Electrophysiology. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2411087. [PMID: 39679757 PMCID: PMC11775574 DOI: 10.1002/advs.202411087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Revised: 10/28/2024] [Indexed: 12/17/2024]
Abstract
The electrophysiological signals recorded by cutaneous electrodes, known as body surface potentials (BSPs), are widely employed biomarkers in medical diagnosis. Despite their widespread application and success in detecting various conditions, the poor spatial resolution of traditional BSP measurements poses a limit to their diagnostic potential. Advancements in the field of bioelectronics have facilitated the creation of compact, high-quality, high-density recording arrays for cutaneous electrophysiology, allowing detailed spatial information acquisition as BSP maps (BSPMs). Currently, the design of electrode arrays for BSP mapping lacks a standardized framework, leading to customizations for each clinical study, limiting comparability, reproducibility, and transferability. This perspective proposes preliminary design guidelines, drawn from existing literature, rooted solely in the physical properties of electrophysiological signals and mathematical principles of signal processing. These guidelines aim to simplify and generalize the optimization process for electrode array design, fostering more effective and applicable clinical research. Moreover, the increased spatial information obtained from BSPMs introduces interpretation challenges. To mitigate this, two strategies are outlined: observational transformations that reconstruct signal sources for intuitive comprehension, and machine learning-driven diagnostics. BSP mapping offers significant advantages in cutaneous electrophysiology with respect to classic electrophysiological recordings and is expected to expand into broader clinical domains in the future.
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Affiliation(s)
| | - Dario Farina
- Department of BioengineeringFaculty of Engineering, Imperial College LondonLondonW12 7TAUK
| | - George G. Malliaras
- Electrical Engineering Division, Department of EngineeringUniversity of CambridgeCambridgeCB3 0FAUK
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17
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Guo X, Wang L, Jin Z, Lee C. A Multifunctional Hydrogel with Multimodal Self-Powered Sensing Capability and Stable Direct Current Output for Outdoor Plant Monitoring Systems. NANO-MICRO LETTERS 2024; 17:76. [PMID: 39602030 PMCID: PMC11602912 DOI: 10.1007/s40820-024-01587-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 11/01/2024] [Indexed: 11/29/2024]
Abstract
Smart farming with outdoor monitoring systems is critical to address food shortages and sustainability challenges. These systems facilitate informed decisions that enhance efficiency in broader environmental management. Existing outdoor systems equipped with energy harvesters and self-powered sensors often struggle with fluctuating energy sources, low durability under harsh conditions, non-transparent or non-biocompatible materials, and complex structures. Herein, a multifunctional hydrogel is developed, which can fulfill all the above requirements and build self-sustainable outdoor monitoring systems solely by it. It can serve as a stable energy harvester that continuously generates direct current output with an average power density of 1.9 W m-3 for nearly 60 days of operation in normal environments (24 °C, 60% RH), with an energy density of around 1.36 × 107 J m-3. It also shows good self-recoverability in severe environments (45 °C, 30% RH) in nearly 40 days of continuous operation. Moreover, this hydrogel enables noninvasive and self-powered monitoring of leaf relative water content, providing critical data on evaluating plant health, previously obtainable only through invasive or high-power consumption methods. Its potential extends to acting as other self-powered environmental sensors. This multifunctional hydrogel enables self-sustainable outdoor systems with scalable and low-cost production, paving the way for future agriculture.
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Affiliation(s)
- Xinge Guo
- Department of Electrical & Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, 117576, Singapore
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, 5 Engineering Drive 1, Singapore, 117608, Singapore
| | - Luwei Wang
- Department of Electrical & Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, 117576, Singapore
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, 5 Engineering Drive 1, Singapore, 117608, Singapore
| | - Zhenyang Jin
- Department of Electrical & Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, 117576, Singapore
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, 5 Engineering Drive 1, Singapore, 117608, Singapore
| | - Chengkuo Lee
- Department of Electrical & Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, 117576, Singapore.
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, 5 Engineering Drive 1, Singapore, 117608, Singapore.
- NUS Graduate School - Integrative Sciences and Engineering Program (ISEP), National University of Singapore, Singapore, 119077, Singapore.
- Research Center for Sustainable Urban Farming (SUrF), National University of Singapore, Singapore, 117558, Singapore.
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18
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Xie B, Guo Y, Chen Y, Zhang H, Xiao J, Hou M, Liu H, Ma L, Chen X, Wong C. Advances in Graphene-Based Electrode for Triboelectric Nanogenerator. NANO-MICRO LETTERS 2024; 17:17. [PMID: 39327371 PMCID: PMC11448509 DOI: 10.1007/s40820-024-01530-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 09/05/2024] [Indexed: 09/28/2024]
Abstract
With the continuous development of wearable electronics, wireless sensor networks and other micro-electronic devices, there is an increasingly urgent need for miniature, flexible and efficient nanopower generation technology. Triboelectric nanogenerator (TENG) technology can convert small mechanical energy into electricity, which is expected to address this problem. As the core component of TENG, the choice of electrode materials significantly affects its performance. Traditional metal electrode materials often suffer from problems such as durability, which limits the further application of TENG. Graphene, as a novel electrode material, shows excellent prospects for application in TENG owing to its unique structure and excellent electrical properties. This review systematically summarizes the recent research progress and application prospects of TENGs based on graphene electrodes. Various precision processing methods of graphene electrodes are introduced, and the applications of graphene electrode-based TENGs in various scenarios as well as the enhancement of graphene electrodes for TENG performance are discussed. In addition, the future development of graphene electrode-based TENGs is also prospectively discussed, aiming to promote the continuous advancement of graphene electrode-based TENGs.
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Affiliation(s)
- Bin Xie
- State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
- School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
| | - Yuanhui Guo
- State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
- School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
| | - Yun Chen
- State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China.
- School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China.
| | - Hao Zhang
- State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
- School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
| | - Jiawei Xiao
- State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
- School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
| | - Maoxiang Hou
- State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
- School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
| | - Huilong Liu
- State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
- School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
| | - Li Ma
- State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
- School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
| | - Xin Chen
- State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
- School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, 510006, People's Republic of China
| | - Chingping Wong
- School of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
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Li Y, Zhang W, Zhao C, Li W, Dong E, Xu M, Huang H, Yang Y, Li L, Zheng L, Mao M, Yao S, Wang L, Ma J, Wang X, Huang W. Breaking the Saturation of Sensitivity for Ultrawide Range Flexible Pressure Sensors by Soft-Strain Effect. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2405405. [PMID: 39054938 DOI: 10.1002/adma.202405405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 07/15/2024] [Indexed: 07/27/2024]
Abstract
The flexible pressure sensors with a broad pressure range and unsaturated sensitivity are highly desired in practical applications. However, pressure sensors by piezoresistive effect are always limited by the compressibility of sensing layers, resulting in a theoretically decreasing sensitivity of less than 100%. Here, a unique strategy is proposed that utilizes the strain effect, simultaneously achieving a trade-off between a wider pressure detection range and unsaturated sensitivity. Ascribed to the strain effect of sensing layers induced by interlaced microdomes, the sensors possess an increased sensitivity (5.22-70 MPa-1) over an ultrawide pressure range (45 Pa-4.1 MPa), a high-pressure resolution (5 Pa), fast response/recovery time (30/45 ms), and a robust response under a high-pressure loading of 3.5 MPa for more than 5000 cycles. These superior sensing performances allow the sensor to monitor large pressure. The flexible pressure sensor array can assist doctors in restoring the neutral mechanical axis, tracking knee flexion angles, and extracting gait features. Moreover, the flexible sensing array can be integrated into the joint motion surveillance system to map the balance medial-lateral contact forces on the metal compartments in real time, demonstrating the potential for further development into precise medical human-machine interfaces during total knee replacement surgery.
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Affiliation(s)
- Yue Li
- Frontiers Science Center for Flexible Electronics & Institute of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- MIIT Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Weijie Zhang
- Department of Joint Surgery, Honghui Hospital, Health Science Center, Xi'an Jiaotong University, Xi'an, 710054, China
| | - Cheng Zhao
- MIIT Key Laboratory of Dynamics and Control of Complex Systems, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Weiwei Li
- Frontiers Science Center for Flexible Electronics & Institute of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- MIIT Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- Shaanxi Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Enchun Dong
- State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, 710054, China
| | - Manzhang Xu
- Frontiers Science Center for Flexible Electronics & Institute of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- MIIT Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- Shaanxi Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
| | - He Huang
- Frontiers Science Center for Flexible Electronics & Institute of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- MIIT Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Yabao Yang
- Frontiers Science Center for Flexible Electronics & Institute of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- MIIT Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Lei Li
- Frontiers Science Center for Flexible Electronics & Institute of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- MIIT Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- Shaanxi Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Lu Zheng
- Frontiers Science Center for Flexible Electronics & Institute of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- MIIT Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- Shaanxi Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Mao Mao
- State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, 710054, China
| | - Shuxin Yao
- Department of Joint Surgery, Honghui Hospital, Health Science Center, Xi'an Jiaotong University, Xi'an, 710054, China
| | - Ling Wang
- State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, 710054, China
| | - Jianbing Ma
- Department of Joint Surgery, Honghui Hospital, Health Science Center, Xi'an Jiaotong University, Xi'an, 710054, China
| | - Xuewen Wang
- Frontiers Science Center for Flexible Electronics & Institute of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- MIIT Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- Shaanxi Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Wei Huang
- Frontiers Science Center for Flexible Electronics & Institute of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- MIIT Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- Shaanxi Key Laboratory of Flexible Electronics, Northwestern Polytechnical University, Xi'an, 710072, China
- State Key Laboratory of Organic Electronics and Information Displays, Institute of Advanced Materials, Nanjing University of Posts & Telecommunications, Nanjing, 210023, China
- Key Laboratory of Flexible Electronics and Institute of Advanced Materials, Nanjing Tech University, Nanjing, 211800, China
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20
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Li W, Kong L, Xu M, Gao J, Luo L, Li Y, Wang K, Zhou Y, Li L, Yuan Wei, Zhang X, Zhao R, Chen M, Yan Y, Luo X, Dai Z, Zheng L, Wang X, Huang W. Microsecond-Scale Transient Thermal Sensing Enabled by Flexible Mo 1-xW xS 2 Alloys. RESEARCH (WASHINGTON, D.C.) 2024; 7:0452. [PMID: 39171118 PMCID: PMC11337116 DOI: 10.34133/research.0452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Accepted: 07/22/2024] [Indexed: 08/23/2024]
Abstract
Real-time thermal sensing through flexible temperature sensors in extreme environments is critically essential for precisely monitoring chemical reactions, propellant combustions, and metallurgy processes. However, despite their low response speed, most existing thermal sensors and related sensing materials will degrade or even lose their sensing performances at either high or low temperatures. Achieving a microsecond response time over an ultrawide temperature range remains challenging. Here, we design a flexible temperature sensor that employs ultrathin and consecutive Mo1-x W x S2 alloy films constructed via inkjet printing and a thermal annealing strategy. The sensing elements exhibit a broad work range (20 to 823 K on polyimide and 1,073 K on flexible mica) and a record-low response time (about 30 μs). These properties enable the sensors to detect instantaneous temperature variations induced by contact with liquid nitrogen, water droplets, and flames. Furthermore, a thermal sensing array offers the spatial mapping of arbitrary shapes, heat conduction, and cold traces even under bending deformation. This approach paves the way for designing unique sensitive materials and flexible sensors for transient sensing under harsh conditions.
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Affiliation(s)
- Weiwei Li
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
- Shaanxi Key Laboratory of Flexible Electronics (KLoFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
- State Key Laboratory of Organic Electronics and Information Displays,
Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, Nanjing, 210023, China
| | - Lingyan Kong
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Manzhang Xu
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Jiuwei Gao
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Lei Luo
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Yingzhe Li
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Kexin Wang
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Yilin Zhou
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Lei Li
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Yuan Wei
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Xiaoshan Zhang
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Ruoqing Zhao
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Mengdi Chen
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Yuting Yan
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Xiaoguang Luo
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Zhaohe Dai
- Department of Mechanics and Engineering Science, College of Engineering,
Peking University, Beijing 100871, China
| | - Lu Zheng
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
| | - Xuewen Wang
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
- Shaanxi Key Laboratory of Flexible Electronics (KLoFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
- State Key Laboratory of Organic Electronics and Information Displays,
Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, Nanjing, 210023, China
| | - Wei Huang
- Frontiers Science Center for Flexible Electronics (FSCFE) & Shaanxi Institute of Flexible Electronics (SIFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
- Shaanxi Key Laboratory of Flexible Electronics (KLoFE),
Northwestern Polytechnical University (NPU), Xi’an 710072, China
- MIIT Key Laboratory of Flexible Electronics (KLoFE),
Northwestern Polytechnical University (NPU), Xi’an, 710072, China
- State Key Laboratory of Organic Electronics and Information Displays,
Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, Nanjing, 210023, China
- Key Laboratory of Flexible Electronics (KLoFE) and Institute of Advanced Materials (IAM),
Nanjing Tech University (NanjingTech), Nanjing, 211800, China
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21
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Askar CB, Cmager N, Altay R, Araci IE. Human Activity Recording Based on Skin-Strain-Actuated Microfluidic Pumping in Asymmetrically Designed Micro-Channels. SENSORS (BASEL, SWITZERLAND) 2024; 24:4207. [PMID: 39000986 PMCID: PMC11244335 DOI: 10.3390/s24134207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 06/14/2024] [Accepted: 06/20/2024] [Indexed: 07/16/2024]
Abstract
The capability to record data in passive, image-based wearable sensors can simplify data readouts and eliminate the requirement for the integration of electronic components on the skin. Here, we developed a skin-strain-actuated microfluidic pump (SAMP) that utilizes asymmetric aspect ratio channels for the recording of human activity in the fluidic domain. An analytical model describing the SAMP's operation mechanism as a wearable microfluidic device was established. Fabrication of the SAMP was achieved using soft lithography from polydimethylsiloxane (PDMS). Benchtop experimental results and theoretical predictions were shown to be in good agreement. The SAMP was mounted on human skin and experiments conducted on volunteer subjects demonstrated the SAMP's capability to record human activity for hundreds of cycles in the fluidic domain through the observation of a stable liquid meniscus. Proof-of-concept experiments further revealed that the SAMP could quantify a single wrist activity repetition or distinguish between three different shoulder activities.
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Affiliation(s)
| | - Nick Cmager
- Department of Bioengineering, Santa Clara University, Santa Clara, CA 95053, USA
| | - Rana Altay
- Department of Bioengineering, Santa Clara University, Santa Clara, CA 95053, USA
| | - I Emre Araci
- Department of Bioengineering, Santa Clara University, Santa Clara, CA 95053, USA
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