1
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Wisniewski DJ, Ma L, Rauhala OJ, Cea C, Zhao Z, Ranschaert A, Gelinas JN, Khodagholy D. Spatial control of doping in conducting polymers enables complementary, conformable, implantable internal ion-gated organic electrochemical transistors. Nat Commun 2025; 16:517. [PMID: 39788930 PMCID: PMC11717955 DOI: 10.1038/s41467-024-55284-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Accepted: 12/05/2024] [Indexed: 01/12/2025] Open
Abstract
Complementary transistors are critical for circuits with compatible input/output signal dynamic range and polarity. Organic electronics offer biocompatibility and conformability; however, generation of complementary organic transistors requires introduction of separate materials with inadequate stability and potential for tissue toxicity, limiting their use in biomedical applications. Here, we discovered that introduction of source/drain contact asymmetry enables spatial control of de/doping and creation of single-material complementary organic transistors from a variety of conducting polymers of both carrier types. When integrated with the vertical channel design and internal ion reservoirs of internal ion-gated organic electrochemical transistors, we produced matched complementary IGTs (cIGTs) that formed high-performance conformable amplifiers with 200 V/V uniform gain and 2 MHz bandwidth. These amplifiers showed long-term in vivo stability, and their miniaturized biocompatible design allowed implantation in developing rodents to monitor network maturation. cIGTs expand the use of organic electronics in standard circuit designs and enhance their biomedical potential.
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Affiliation(s)
- Duncan J Wisniewski
- Department of Electrical Engineering, University of California, Irvine, CA, USA
- Department of Electrical Engineering, Columbia University, New York, NY, USA
| | - Liang Ma
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Onni J Rauhala
- Department of Electrical Engineering, Columbia University, New York, NY, USA
| | - Claudia Cea
- Department of Electrical Engineering, Columbia University, New York, NY, USA
| | - Zifang Zhao
- Department of Electrical Engineering, Columbia University, New York, NY, USA
| | | | - Jennifer N Gelinas
- Department of Biomedical Engineering, Columbia University, New York, NY, USA.
- Department of Neurology, Columbia University Medical Center, New York, NY, USA.
- Department of Anatomy and Neurobiology, University of California, Irvine, CA, USA.
- Department of Pediatrics, University of California, Irvine, CA, USA.
- Children's Hospital of Orange County, Orange, CA, USA.
| | - Dion Khodagholy
- Department of Electrical Engineering, University of California, Irvine, CA, USA.
- Department of Electrical Engineering, Columbia University, New York, NY, USA.
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2
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Bisquert J, Keene ST. Using the Transversal Admittance to Understand Organic Electrochemical Transistors. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2410393. [PMID: 39587828 PMCID: PMC11744701 DOI: 10.1002/advs.202410393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 10/27/2024] [Indexed: 11/27/2024]
Abstract
The transient behavior of organic electrochemical transistors (OECTs) is complex due to mixed ionic-electronic properties that play a central role in bioelectronics and neuromorphic applications. Some works applied impedance spectroscopy in OECTs for understanding transport properties and the frequency-dependent response of devices. The transversal admittance (drain current vs gate voltage) is used for sensing applications. However, a general theory of the transversal admittance, until now, has been incomplete. The derive a model that combines electronic motion along the channel and vertical ion diffusion by insertion from the electrolyte, depending on several features as the chemical capacitance, the diffusion coefficient of ions, and the electronic mobility. Based on transport and charge conservation equations, it is shown that the vertical impedance produces a standard result of diffusion in intercalation systems, while the transversal impedance contains the electronic parameters of hole accumulation and transport along the channel. The spectral shapes of drain and gate currents and the complex admittance spectra are established by reference to equivalent circuit models for the vertical and transversal impedances, that describe well the measurements of a PEDOT:PSS OECT. New insights are provided to the determination of mobility by the ratio between drain and gate currents.
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Affiliation(s)
- Juan Bisquert
- Instituto de Tecnología Química (Universitat Politècnica de València‐Agencia Estatal Consejo Superior de Investigaciones Científicas)Av. dels TarongersValència46022Spain
| | - Scott T. Keene
- Department of EngineeringElectrical Engineering DivisionUniversity of CambridgeCambridgeCB3 0FAUK
- Cavendish LaboratoryDepartment of PhysicsUniversity of CambridgeCambridgeCB3 0HEUK
- Department of Materials Science and NanoEngineeringRice UniversityHoustonTX77030USA
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3
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Peñas-Núñez S, Mecerreyes D, Criado-Gonzalez M. Recent Advances and Developments in Injectable Conductive Polymer Gels for Bioelectronics. ACS APPLIED BIO MATERIALS 2024; 7:7944-7964. [PMID: 38364213 PMCID: PMC11653406 DOI: 10.1021/acsabm.3c01224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 01/30/2024] [Accepted: 01/31/2024] [Indexed: 02/18/2024]
Abstract
Soft matter bioelectronics represents an emerging and interdisciplinary research frontier aiming to harness the synergy between biology and electronics for advanced diagnostic and healthcare applications. In this context, a whole family of soft gels have been recently developed with self-healing ability and tunable biological mimetic features to act as a tissue-like space bridging the interface between the electronic device and dynamic biological fluids and body tissues. This review article provides a comprehensive overview of electroactive polymer gels, formed by noncovalent intermolecular interactions and dynamic covalent bonds, as injectable electroactive gels, covering their synthesis, characterization, and applications. First, hydrogels crafted from conducting polymers (poly(3,4-ethylene-dioxythiophene) (PEDOT), polyaniline (PANi), and polypyrrole (PPy))-based networks which are connected through physical interactions (e.g., hydrogen bonding, π-π stacking, hydrophobic interactions) or dynamic covalent bonds (e.g., imine bonds, Schiff-base, borate ester bonds) are addressed. Injectable hydrogels involving hybrid networks of polymers with conductive nanomaterials (i.e., graphene oxide, carbon nanotubes, metallic nanoparticles, etc.) are also discussed. Besides, it also delves into recent advancements in injectable ionic liquid-integrated gels (iongels) and deep eutectic solvent-integrated gels (eutectogels), which present promising avenues for future research. Finally, the current applications and future prospects of injectable electroactive polymer gels in cutting-edge bioelectronic applications ranging from tissue engineering to biosensing are outlined.
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Affiliation(s)
- Sergio
J. Peñas-Núñez
- POLYMAT,
University of the Basque Country UPV/EHU, Avda. Tolosa 72, 20018 Donostia-San Sebastián, Spain
| | - David Mecerreyes
- POLYMAT,
University of the Basque Country UPV/EHU, Avda. Tolosa 72, 20018 Donostia-San Sebastián, Spain
- Ikerbasque,
Basque Foundation for Science, 48013 Bilbao, Spain
| | - Miryam Criado-Gonzalez
- POLYMAT,
University of the Basque Country UPV/EHU, Avda. Tolosa 72, 20018 Donostia-San Sebastián, Spain
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4
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Yan C, Xiang L, Xiao Y, Zhang X, Jiang Z, Zhang B, Li C, Di S, Zhang F. Lateral intercalation-assisted ionic transport towards high-performance organic electrochemical transistor. Nat Commun 2024; 15:10118. [PMID: 39578480 PMCID: PMC11584789 DOI: 10.1038/s41467-024-54528-z] [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: 06/30/2024] [Accepted: 11/13/2024] [Indexed: 11/24/2024] Open
Abstract
Efficiently mixed conduction between ionic and electronic charges stands to revolutionize the studies in organic electrochemical transistors (OECTs). However, inefficient ion transport due to the long-range injection and migration process in the bulk film presents challenges for enhancing the steady and transient performance of OECTs. In this work, we proposed a lateral intercalation-assisted ion transport strategy to assist volumetric ion charging, by introducing a striped microstructure in the conductive channel. By precisely adjusting the ratio of lateral area (RoL), the electrical performance, indicated by the maximum transconductance versus response time (Gm,max/τ), increases progressively by over 600%. We further unveiled the mechanism for the enhanced doping uniformity and increased volume capacitance at the lateral area. Based on the universality investigation, we uncovered the effects of molecular stacking on ionic lateral intercalation transport, contributing to the high-performance OECTs and the bio-applications in the recording of dynamic electrocardiography (ECG) signals with distinct features.
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Affiliation(s)
- Chaoyi Yan
- School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Lanyi Xiang
- School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Yu Xiao
- School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing, China
- Binzhou Institute of Technology, Binzhou, Shandong, China
| | - Xuefeng Zhang
- School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Ziling Jiang
- School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Boya Zhang
- School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Chenyang Li
- School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Siyu Di
- School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Fengjiao Zhang
- School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing, China.
- Binzhou Institute of Technology, Binzhou, Shandong, China.
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5
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Kim Y, Kimpel J, Giovannitti A, Müller C. Small signal analysis for the characterization of organic electrochemical transistors. Nat Commun 2024; 15:7606. [PMID: 39218920 PMCID: PMC11366767 DOI: 10.1038/s41467-024-51883-9] [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: 05/07/2024] [Accepted: 08/19/2024] [Indexed: 09/04/2024] Open
Abstract
A method for the characterization of organic electrochemical transistors (OECTs) based on small signal analysis is presented that allows to determine the electronic mobility as a function of continuous gate potential using a standard two-channel AC potentiostat. Vector analysis in the frequency domain allows to exclude parasitic components in both ionic and electronic conduction regardless of film thickness, thus resulting in a standard deviation as low as 4%. Besides the electronic mobility, small signal analysis of OECTs also provides information about a wide range of other parameters including the conductance, transconductance, conductivity and volumetric capacitance through a single measurement. General applicability of small signal analysis is demonstrated by characterizing devices based on n-type, p-type, and ambipolar materials operating in accumulation or depletion modes. Accurate benchmarking of organic mixed ionic-electronic conductors through small signal analysis can be anticipated to guide both materials development and the design of bioelectronic devices.
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Affiliation(s)
- Youngseok Kim
- Department of Chemistry and Chemical Engineering, Chalmers University of Technology, Göteborg, Sweden.
| | - Joost Kimpel
- Department of Chemistry and Chemical Engineering, Chalmers University of Technology, Göteborg, Sweden
| | - Alexander Giovannitti
- Department of Chemistry and Chemical Engineering, Chalmers University of Technology, Göteborg, Sweden
| | - Christian Müller
- Department of Chemistry and Chemical Engineering, Chalmers University of Technology, Göteborg, Sweden.
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6
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Bisquert J, Ilyassov B, Tessler N. Switching Response in Organic Electrochemical Transistors by Ionic Diffusion and Electronic Transport. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2404182. [PMID: 39052878 PMCID: PMC11423187 DOI: 10.1002/advs.202404182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 06/24/2024] [Indexed: 07/27/2024]
Abstract
The switching response in organic electrochemical transistors (OECT) is a basic effect in which a transient current occurs in response to a voltage perturbation. This phenomenon has an important impact on different aspects of the application of OECT, such as the equilibration times, the hysteresis dependence on scan rates, and the synaptic properties for neuromorphic applications. Here we establish a model that unites vertical ion diffusion and horizontal electronic transport for the analysis of the time-dependent current response of OECTs. We use a combination of tools consisting of a physical analytical model; advanced 2D drift-diffusion simulation; and the experimental measurement of a poly(3-hexylthiophene) (P3HT) OECT. We show the reduction of the general model to simple time-dependent equations for the average ionic/hole concentration inside the organic film, which produces a Bernards-Malliaras conservation equation coupled with a diffusion equation. We provide a basic classification of the transient response to a voltage pulse, and the correspondent hysteresis effects of the transfer curves. The shape of transients is basically related to the main control phenomenon, either the vertical diffusion of ions during doping and dedoping, or the equilibration of electronic current along the channel length.
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Affiliation(s)
- Juan Bisquert
- Instituto de Tecnología Química (Universitat Politècnica de València-Agencia Estatal Consejo Superior de Investigaciones Científicas), Av. dels Tarongers, València, 46022, Spain
- Institute of Advanced Materials (INAM), Universitat Jaume I, Castelló, 12006, Spain
| | - Baurzhan Ilyassov
- Astana IT University, Mangilik El 55/11, EXPO C1, Astana, 010000, Kazakhstan
| | - Nir Tessler
- Andrew & Erna Viterbi Department of Electrical and Computer Engineering, Technion-Israel Institute of Technology, Haifa, 32000, Israel
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7
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Jafari M, Pedersen JO, Barhemat S, Ederth T. In Situ Surface-Enhanced Raman Spectroscopy on Organic Mixed Ionic-Electronic Conductors: Tracking Dynamic Doping in Light-Emitting Electrochemical Cells. ACS APPLIED MATERIALS & INTERFACES 2024; 16:28938-28948. [PMID: 38780164 PMCID: PMC11163397 DOI: 10.1021/acsami.4c00684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 04/11/2024] [Accepted: 05/14/2024] [Indexed: 05/25/2024]
Abstract
In the domain of organic mixed ionic-electronic conductors (OMIECs), simultaneous transport and coupling of ionic and electronic charges are crucial for the function of electrochemical devices in organic electronics. Understanding conduction mechanisms and chemical reactions in operational devices is pivotal for performance enhancement and is necessary for the informed and systematic development of more promising materials. Surface-enhanced Raman spectroscopy (SERS) is a potent tool for monitoring electrochemical evolution and dynamic doping in operational devices, offering enhanced sensitivity to subtle spectral changes. We demonstrate the utility of SERS for in situ tracking of doping in OMIECs in an organic light-emitting electrochemical cell (LEC) containing a conjugated polymer (poly[2-methoxy-5-(2-ethylhexyloxy)-1,4-phenylenevinylene]; MEH-PPV), a molecular anion (lithium triflate), and an electrolyte network (poly(ethylene oxide); PEO). SERS enhancement is achieved via an interleaved layer of gold particles formed by spontaneous breakup of a deposited thin gold film. The results successfully highlight the ability of SERS to unveil time-resolved MEH-PPV doping and polaron formation, elucidating the effects of triflate ion transfer in the operating device and validating the electrochemical doping model in LECs.
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Affiliation(s)
- Mohammad
Javad Jafari
- Division
of Biophysics and Bioengineering, IFM, Linköping
University, Linköping 581 83, Sweden
| | - Jonas Oshaug Pedersen
- Division
of Biophysics and Bioengineering, IFM, Linköping
University, Linköping 581 83, Sweden
| | - Samira Barhemat
- Department
of Vision Inspection, Mabema AB, Linköping 584 22, Sweden
| | - Thomas Ederth
- Division
of Biophysics and Bioengineering, IFM, Linköping
University, Linköping 581 83, Sweden
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8
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Nasser RA, Arya SS, Alshehhi KH, Teo JCM, Pitsalidis C. Conducting polymer scaffolds: a new frontier in bioelectronics and bioengineering. Trends Biotechnol 2024; 42:760-779. [PMID: 38184439 DOI: 10.1016/j.tibtech.2023.11.017] [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: 10/09/2023] [Revised: 11/30/2023] [Accepted: 11/30/2023] [Indexed: 01/08/2024]
Abstract
Conducting polymer (CP) scaffolds have emerged as a transformative tool in bioelectronics and bioengineering, advancing the ability to interface with biological systems. Their unique combination of electrical conductivity, tailorability, and biocompatibility surpasses the capabilities of traditional nonconducting scaffolds while granting them access to the realm of bioelectronics. This review examines recent developments in CP scaffolds, focusing on material and device advancements, as well as their interplay with biological systems. We highlight applications for monitoring, tissue stimulation, and drug delivery and discuss perspectives and challenges currently faced for their ultimate translation and clinical implementation.
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Affiliation(s)
- Rasha A Nasser
- Department of Biomedical Engineering, Khalifa University of Science and Technology, P.O. Box 127788, Abu Dhabi, UAE
| | - Sagar S Arya
- Department of Biomedical Engineering, Khalifa University of Science and Technology, P.O. Box 127788, Abu Dhabi, UAE
| | - Khulood H Alshehhi
- Department of Physics, Khalifa University of Science and Technology, P.O. Box 127788, Abu Dhabi, UAE
| | - Jeremy C M Teo
- Mechanical and Biomedical Engineering Department, New York University Abu Dhabi, P.O. Box 129188, Abu Dhabi, UAE
| | - Charalampos Pitsalidis
- Department of Physics, Khalifa University of Science and Technology, P.O. Box 127788, Abu Dhabi, UAE; Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, P.O. Box 127788, Abu Dhabi, UAE.
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9
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Wu R, Ji X, Ma Q, Paulsen BD, Tropp J, Rivnay J. Direct quantification of ion composition and mobility in organic mixed ionic-electronic conductors. SCIENCE ADVANCES 2024; 10:eadn8628. [PMID: 38657078 PMCID: PMC11042751 DOI: 10.1126/sciadv.adn8628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 03/19/2024] [Indexed: 04/26/2024]
Abstract
Ion transport in organic mixed ionic-electronic conductors (OMIECs) is crucial due to its direct impact on device response time and operating mechanisms but is often assessed indirectly or necessitates extra assumptions. Operando x-ray fluorescence (XRF) is a powerful, direct probe for elemental characterization of bulk OMIECs and was used to directly quantify ion composition and mobility in a model OMIEC, poly(3,4-ethylenedioxythiophene)-poly(styrene sulfonate) (PEDOT:PSS), during device operation. The first cycle revealed slow electrowetting and cation-proton exchange. Subsequent cycles showed rapid response with minor cation fluctuation (~5%). Comparison with optical-tracked electrochromic fronts revealed mesoscale structure-dependent proton transport. The calculated effective ion mobility demonstrated thickness-dependent behavior, emphasizing an interfacial ion transport pathway with a higher mobile ion density. The decoupling of interfacial effects on bulk ion mobility and the decoupling of cation and proton migration elucidate ion transport in conventional and emerging OMIEC-based devices and has broader implications for other ionic conductors writ large.
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Affiliation(s)
- Ruiheng Wu
- Department of Chemistry, Northwestern University, Evanston, IL 60208, USA
| | - Xudong Ji
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Qing Ma
- DND-CAT, Synchrotron Research Center, Northwestern University, Evanston, IL 60208, USA
| | - Bryan D. Paulsen
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Joshua Tropp
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Jonathan Rivnay
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Material Science and Engineering, Northwestern University, Evanston, IL 60611, USA
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10
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Bai J, Liu D, Tian X, Wang Y, Cui B, Yang Y, Dai S, Lin W, Zhu J, Wang J, Xu A, Gu Z, Zhang S. Coin-sized, fully integrated, and minimally invasive continuous glucose monitoring system based on organic electrochemical transistors. SCIENCE ADVANCES 2024; 10:eadl1856. [PMID: 38640241 PMCID: PMC11029813 DOI: 10.1126/sciadv.adl1856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 03/19/2024] [Indexed: 04/21/2024]
Abstract
Continuous glucose monitoring systems (CGMs) are critical toward closed-loop diabetes management. The field's progress urges next-generation CGMs with enhanced antinoise ability, reliability, and wearability. Here, we propose a coin-sized, fully integrated, and wearable CGM, achieved by holistically synergizing state-of-the-art interdisciplinary technologies of biosensors, minimally invasive tools, and hydrogels. The proposed CGM consists of three major parts: (i) an emerging biochemical signal amplifier, the organic electrochemical transistor (OECT), improving the signal-to-noise ratio (SNR) beyond traditional electrochemical sensors; (ii) a microneedle array to facilitate subcutaneous glucose sampling with minimized pain; and (iii) a soft hydrogel to stabilize the skin-device interface. Compared to conventional CGMs, the OECT-CGM offers a high antinoise ability, tunable sensitivity and resolution, and comfort wearability, enabling personalized glucose sensing for future precision diabetes health care. Last, we discuss how OECT technology can help push the limit of detection of current wearable electrochemical biosensors, especially when operating in complicated conditions.
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Affiliation(s)
- Jing Bai
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Dingyao Liu
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Xinyu Tian
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Yan Wang
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Binbin Cui
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Yilin Yang
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Shilei Dai
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Wensheng Lin
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
- School of Biomedical Engineering, Guangzhou Medical University, Guangzhou, China
| | - Jixiang Zhu
- School of Biomedical Engineering, Guangzhou Medical University, Guangzhou, China
| | - Jinqiang Wang
- State Key Laboratory of Advanced Drug Delivery Systems, Key Laboratory of Advanced Drug Delivery Systems of Zhejiang Province, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
| | - Aimin Xu
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Zhen Gu
- State Key Laboratory of Advanced Drug Delivery Systems, Key Laboratory of Advanced Drug Delivery Systems of Zhejiang Province, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
- Jinhua Institute of Zhejiang University, Jinhua, China
| | - Shiming Zhang
- Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
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