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Goncharov A, Gorocs Z, Pradhan R, Ko B, Ajmal A, Rodriguez A, Baum D, Veszpremi M, Yang X, Pindrys M, Zheng T, Wang O, Ramella-Roman JC, McShane MJ, Ozcan A. Insertable Glucose Sensor Using a Compact and Cost-Effective Phosphorescence Lifetime Imager and Machine Learning. ACS NANO 2024; 18:23365-23379. [PMID: 39137319 PMCID: PMC11363142 DOI: 10.1021/acsnano.4c06527] [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: 05/17/2024] [Revised: 07/30/2024] [Accepted: 08/02/2024] [Indexed: 08/15/2024]
Abstract
Optical continuous glucose monitoring (CGM) systems are emerging for personalized glucose management owing to their lower cost and prolonged durability compared to conventional electrochemical CGMs. Here, we report a computational CGM system, which integrates a biocompatible phosphorescence-based insertable biosensor and a custom-designed phosphorescence lifetime imager (PLI). This compact and cost-effective PLI is designed to capture phosphorescence lifetime images of an insertable sensor through the skin, where the lifetime of the emitted phosphorescence signal is modulated by the local concentration of glucose. Because this phosphorescence signal has a very long lifetime compared to tissue autofluorescence or excitation leakage processes, it completely bypasses these noise sources by measuring the sensor emission over several tens of microseconds after the excitation light is turned off. The lifetime images acquired through the skin are processed by neural network-based models for misalignment-tolerant inference of glucose levels, accurately revealing normal, low (hypoglycemia) and high (hyperglycemia) concentration ranges. Using a 1 mm thick skin phantom mimicking the optical properties of human skin, we performed in vitro testing of the PLI using glucose-spiked samples, yielding 88.8% inference accuracy, also showing resilience to random and unknown misalignments within a lateral distance of ∼4.7 mm with respect to the position of the insertable sensor underneath the skin phantom. Furthermore, the PLI accurately identified larger lateral misalignments beyond 5 mm, prompting user intervention for realignment. The misalignment-resilient glucose concentration inference capability of this compact and cost-effective PLI makes it an appealing wearable diagnostics tool for real-time tracking of glucose and other biomarkers.
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Affiliation(s)
- Artem Goncharov
- Electrical
& Computer Engineering Department, University
of California, Los Angeles, California 90095, United States
- Bioengineering
Department, University of California, Los Angeles, California 90095, United States
- California
NanoSystems Institute (CNSI), University
of California, Los Angeles, California 90095, United States
| | - Zoltan Gorocs
- Electrical
& Computer Engineering Department, University
of California, Los Angeles, California 90095, United States
- Bioengineering
Department, University of California, Los Angeles, California 90095, United States
- California
NanoSystems Institute (CNSI), University
of California, Los Angeles, California 90095, United States
| | - Ridhi Pradhan
- Department
of Biomedical Engineering, Texas A&M
University, College
Station, Texas 77843, United States
| | - Brian Ko
- Department
of Biomedical Engineering, Texas A&M
University, College
Station, Texas 77843, United States
| | - Ajmal Ajmal
- Department
of Biomedical Engineering, Florida International
University, Miami, Florida 33199, United States
| | - Andres Rodriguez
- Department
of Biomedical Engineering, Florida International
University, Miami, Florida 33199, United States
| | - David Baum
- Electrical
& Computer Engineering Department, University
of California, Los Angeles, California 90095, United States
| | - Marcell Veszpremi
- Electrical
& Computer Engineering Department, University
of California, Los Angeles, California 90095, United States
| | - Xilin Yang
- Electrical
& Computer Engineering Department, University
of California, Los Angeles, California 90095, United States
- Bioengineering
Department, University of California, Los Angeles, California 90095, United States
- California
NanoSystems Institute (CNSI), University
of California, Los Angeles, California 90095, United States
| | - Maxime Pindrys
- Department
of Physics, University of Connecticut, Storrs, Connecticut 06269, United States
| | - Tianle Zheng
- Department
of Computer Science, University of California, Los Angeles, California 90095, United States
| | - Oliver Wang
- Electrical
& Computer Engineering Department, University
of California, Los Angeles, California 90095, United States
| | - Jessica C. Ramella-Roman
- Department
of Biomedical Engineering, Florida International
University, Miami, Florida 33199, United States
| | - Michael J. McShane
- Department
of Biomedical Engineering, Texas A&M
University, College
Station, Texas 77843, United States
- Department
of Materials Science and Engineering, Texas
A&M University, College Station, Texas 77843, United States
| | - Aydogan Ozcan
- Electrical
& Computer Engineering Department, University
of California, Los Angeles, California 90095, United States
- Bioengineering
Department, University of California, Los Angeles, California 90095, United States
- California
NanoSystems Institute (CNSI), University
of California, Los Angeles, California 90095, United States
- Department
of Surgery, University of California, Los Angeles, California 90095, United States
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Nie N, Gong X, Gong C, Qiao Z, Wang Z, Fang G, Chen YC. A Wearable Thin-Film Hydrogel Laser for Functional Sensing on Skin. Anal Chem 2024; 96:9159-9166. [PMID: 38726669 DOI: 10.1021/acs.analchem.4c00979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2024]
Abstract
Flexible photonics offers the possibility of realizing wearable sensors by bridging the advantages of flexible materials and photonic sensing elements. Recently, optical resonators have emerged as a tool to improve their oversensitivity by integrating with flexible photonic sensors. However, direct monitoring of multiple psychological information on human skin remains challenging due to the subtle biological signals and complex tissue interface. To tackle the current challenges, here, we developed a functional thin film laser formed by encapsulating liquid crystal droplet lasers in a flexible hydrogel for monitoring metabolites in human sweat (lactate, glucose, and urea). The three-dimensional cross-linked hydrophilic polymer serves as the adhesive layer to allow small molecules to penetrate from human tissue to generate strong light--matter interactions on the interface of whispering gallery modes resonators. Both the hydrogel and cholesteric liquid crystal microdroplets were modified specifically to achieve high sensitivity and selectivity. As a proof of concept, wavelength-multiplexed sensing and a prototype were demonstrated on human skin to detect human metabolites from perspiration. These results present a significant advance in the fabrication and potential guidance for wearable and functional microlasers in healthcare.
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Affiliation(s)
- Ningyuan Nie
- School of Electrical and Electronic Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639798 Singapore
| | - Xuerui Gong
- School of Electrical and Electronic Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639798 Singapore
| | - Chaoyang Gong
- School of Electrical and Electronic Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639798 Singapore
| | - Zhen Qiao
- School of Electrical and Electronic Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639798 Singapore
| | - Ziyihui Wang
- School of Electrical and Electronic Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639798 Singapore
- School of Precision Instrument and Optoelectronics Engineering, Tianjin University, Tianjin 300072, China
| | - Guocheng Fang
- School of Electrical and Electronic Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639798 Singapore
| | - Yu-Cheng Chen
- School of Electrical and Electronic Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639798 Singapore
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Vitazkova D, Foltan E, Kosnacova H, Micjan M, Donoval M, Kuzma A, Kopani M, Vavrinsky E. Advances in Respiratory Monitoring: A Comprehensive Review of Wearable and Remote Technologies. BIOSENSORS 2024; 14:90. [PMID: 38392009 PMCID: PMC10886711 DOI: 10.3390/bios14020090] [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: 01/02/2024] [Revised: 01/28/2024] [Accepted: 02/03/2024] [Indexed: 02/24/2024]
Abstract
This article explores the importance of wearable and remote technologies in healthcare. The focus highlights its potential in continuous monitoring, examines the specificity of the issue, and offers a view of proactive healthcare. Our research describes a wide range of device types and scientific methodologies, starting from traditional chest belts to their modern alternatives and cutting-edge bioamplifiers that distinguish breathing from chest impedance variations. We also investigated innovative technologies such as the monitoring of thorax micromovements based on the principles of seismocardiography, ballistocardiography, remote camera recordings, deployment of integrated optical fibers, or extraction of respiration from cardiovascular variables. Our review is extended to include acoustic methods and breath and blood gas analysis, providing a comprehensive overview of different approaches to respiratory monitoring. The topic of monitoring respiration with wearable and remote electronics is currently the center of attention of researchers, which is also reflected by the growing number of publications. In our manuscript, we offer an overview of the most interesting ones.
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Affiliation(s)
- Diana Vitazkova
- Institute of Electronics and Photonics, Faculty of Electrical Engineering and Information Technology, Slovak University of Technology, Ilkovicova 3, 81219 Bratislava, Slovakia; (E.F.); (H.K.); (M.M.); (M.D.); (A.K.)
| | - Erik Foltan
- Institute of Electronics and Photonics, Faculty of Electrical Engineering and Information Technology, Slovak University of Technology, Ilkovicova 3, 81219 Bratislava, Slovakia; (E.F.); (H.K.); (M.M.); (M.D.); (A.K.)
| | - Helena Kosnacova
- Institute of Electronics and Photonics, Faculty of Electrical Engineering and Information Technology, Slovak University of Technology, Ilkovicova 3, 81219 Bratislava, Slovakia; (E.F.); (H.K.); (M.M.); (M.D.); (A.K.)
- Department of Simulation and Virtual Medical Education, Faculty of Medicine, Comenius University, Sasinkova 4, 81272 Bratislava, Slovakia
| | - Michal Micjan
- Institute of Electronics and Photonics, Faculty of Electrical Engineering and Information Technology, Slovak University of Technology, Ilkovicova 3, 81219 Bratislava, Slovakia; (E.F.); (H.K.); (M.M.); (M.D.); (A.K.)
| | - Martin Donoval
- Institute of Electronics and Photonics, Faculty of Electrical Engineering and Information Technology, Slovak University of Technology, Ilkovicova 3, 81219 Bratislava, Slovakia; (E.F.); (H.K.); (M.M.); (M.D.); (A.K.)
| | - Anton Kuzma
- Institute of Electronics and Photonics, Faculty of Electrical Engineering and Information Technology, Slovak University of Technology, Ilkovicova 3, 81219 Bratislava, Slovakia; (E.F.); (H.K.); (M.M.); (M.D.); (A.K.)
| | - Martin Kopani
- Institute of Medical Physics, Biophysics, Informatics and Telemedicine, Faculty of Medicine, Comenius University, Sasinkova 2, 81272 Bratislava, Slovakia;
| | - Erik Vavrinsky
- Institute of Electronics and Photonics, Faculty of Electrical Engineering and Information Technology, Slovak University of Technology, Ilkovicova 3, 81219 Bratislava, Slovakia; (E.F.); (H.K.); (M.M.); (M.D.); (A.K.)
- Institute of Medical Physics, Biophysics, Informatics and Telemedicine, Faculty of Medicine, Comenius University, Sasinkova 2, 81272 Bratislava, Slovakia;
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Li Y, Wang S, Yu L, Wang J. Target and cantilever supported seawater velocity sensor based on panda fiber polarization interferometer. OPTICS EXPRESS 2023; 31:35956-35970. [PMID: 38017756 DOI: 10.1364/oe.495675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 09/19/2023] [Indexed: 11/30/2023]
Abstract
It is necessary to develop a novel optical low velocity sensor for seawater. In this paper, a fiber optic seawater velocity sensor based on a target cantilever reflective polarization interferometer is presented theoretically and experimentally. Height: width of equal strength cantilever is determined by finite element method as 22:5, and the seawater velocity sensing experiment is carried out using this parameter. The sensitivity obtained by experiment is consistent with the theory, whose correlation coefficient is 0.96, and the mean relative error is 3.65%. The velocity measurement results of the sensor were also compared by Acoustic doppler velocimetry, the correlation coefficient and the mean relative error are 0.92 and 4.5% respectively, which realized the high precision measurement of water velocity. The maximum sensitivity of the sensor is 355.55 nm/(m·s-1) when the velocity is 0.09 m/s. In addition, when the thickness of the cantilever is 0.5 mm, the velocity measurement can be realized in the range of 0-0.22 m/s. Finally, the influence factors of sensor sensitivity are discussed, which shows that the sensitivity is related to wavelength, velocity and the size of the cantilever structure, and is independent on the length of the panda fiber. The fiber optic velocity sensor based on the target cantilever is expected to play an important role in the field of seawater measurement due to its advantages of small size, stable structure and high sensitivity.
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Zhang X, Wang C, Zheng T, Wu H, Wu Q, Wang Y. Wearable Optical Fiber Sensors in Medical Monitoring Applications: A Review. SENSORS (BASEL, SWITZERLAND) 2023; 23:6671. [PMID: 37571457 PMCID: PMC10422468 DOI: 10.3390/s23156671] [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: 06/19/2023] [Revised: 07/17/2023] [Accepted: 07/21/2023] [Indexed: 08/13/2023]
Abstract
Wearable optical fiber sensors have great potential for development in medical monitoring. With the increasing demand for compactness, comfort, accuracy, and other features in new medical monitoring devices, the development of wearable optical fiber sensors is increasingly meeting these requirements. This paper reviews the latest evolution of wearable optical fiber sensors in the medical field. Three types of wearable optical fiber sensors are analyzed: wearable optical fiber sensors based on Fiber Bragg grating, wearable optical fiber sensors based on light intensity changes, and wearable optical fiber sensors based on Fabry-Perot interferometry. The innovation of wearable optical fiber sensors in respiration and joint monitoring is introduced in detail, and the main principles of three kinds of wearable optical fiber sensors are summarized. In addition, we discuss their advantages, limitations, directions to improve accuracy and the challenges they face. We also look forward to future development prospects, such as the combination of wireless networks which will change how medical services are provided. Wearable optical fiber sensors offer a viable technology for prospective continuous medical surveillance and will change future medical benefits.
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Affiliation(s)
- Xuhui Zhang
- Heilongjiang Province Key Laboratory of Laser Spectroscopy Technology and Application, Harbin University of Science and Technology, Harbin 150080, China; (X.Z.); (C.W.); (H.W.)
| | - Chunyang Wang
- Heilongjiang Province Key Laboratory of Laser Spectroscopy Technology and Application, Harbin University of Science and Technology, Harbin 150080, China; (X.Z.); (C.W.); (H.W.)
| | - Tong Zheng
- School of Artificial Intelligence, Beijing Technology and Business University, Beijing 100048, China;
| | - Haibin Wu
- Heilongjiang Province Key Laboratory of Laser Spectroscopy Technology and Application, Harbin University of Science and Technology, Harbin 150080, China; (X.Z.); (C.W.); (H.W.)
| | - Qing Wu
- Heilongjiang Province Key Laboratory of Laser Spectroscopy Technology and Application, Harbin University of Science and Technology, Harbin 150080, China; (X.Z.); (C.W.); (H.W.)
| | - Yunzheng Wang
- Center for Optics Research and Engineering, Shandong University, Qingdao 266237, China
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Liu D, Cai Z, Li B, Zou M, Zhang L, Hua Y, Mai J, Zhao C, Liao C, He J, Weng X, Liu L, Qu J, Wang Y. Simultaneous measurement of humidity and temperature based on fiber-tip microcantilever cascaded with fiber Bragg grating. OPTICS EXPRESS 2023; 31:8738-8747. [PMID: 36859983 DOI: 10.1364/oe.479340] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 02/09/2023] [Indexed: 06/18/2023]
Abstract
We demonstrated a hybrid sensor of fiber Bragg grating (FBG) and Fabry-Perot interferometer (FPI) based on fiber-tip microcantilever for simultaneous measurement of temperature and humidity. The FPI was developed using femtosecond (fs) laser-induced two-photon polymerization to print the polymer microcantilever at the end of a single-mode fiber, achieving a humidity sensitivity of 0.348 nm/%RH (40% to 90%, when temperature = 25 °C ± 0.1 °C), and a temperature sensitivity of -0.356 nm/°C (25 to 70 °C, when RH% = 40% ± 1%). The FBG was line-by-line inscribed in the fiber core by fs laser micromachining, with a temperature sensitivity of 0.012 nm/ °C (25 to 70 °C, when RH% = 40% ± 1%). As the shift of FBG-peak on the reflection spectra is only sensitive to temperature rather than humidity, the ambient temperature can be directly measured by the FBG. The output of FBG can also be utilized as temperature compensation for FPI-based humidity measurement. Thus, the measured result of relative humidity can be decoupled from the total shift of FPI-dip, achieving the simultaneous measurement of humidity and temperature. Gaining the advantages of high sensitivity, compact size, easy packaging, and dual parameter measurement, this all-fiber sensing probe is anticipated to be applied as the key component for various applications involving the simultaneous measurement of temperature and humidity.
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Kaur B, Kumar S, Kaushik BK. Novel Wearable Optical Sensors for Vital Health Monitoring Systems-A Review. BIOSENSORS 2023; 13:bios13020181. [PMID: 36831947 PMCID: PMC9954035 DOI: 10.3390/bios13020181] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 01/18/2023] [Accepted: 01/20/2023] [Indexed: 05/09/2023]
Abstract
Wearable sensors are pioneering devices to monitor health issues that allow the constant monitoring of physical and biological parameters. The immunity towards electromagnetic interference, miniaturization, detection of nano-volumes, integration with fiber, high sensitivity, low cost, usable in harsh environments and corrosion-resistant have made optical wearable sensor an emerging sensing technology in the recent year. This review presents the progress made in the development of novel wearable optical sensors for vital health monitoring systems. The details of different substrates, sensing platforms, and biofluids used for the detection of target molecules are discussed in detail. Wearable technologies could increase the quality of health monitoring systems at a nominal cost and enable continuous and early disease diagnosis. Various optical sensing principles, including surface-enhanced Raman scattering, colorimetric, fluorescence, plasmonic, photoplethysmography, and interferometric-based sensors, are discussed in detail for health monitoring applications. The performance of optical wearable sensors utilizing two-dimensional materials is also discussed. Future challenges associated with the development of optical wearable sensors for point-of-care applications and clinical diagnosis have been thoroughly discussed.
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Affiliation(s)
- Baljinder Kaur
- Department of Electronics and Communication Engineering, Indian Institute of Technology Roorkee, Roorkee 247667, India
| | - Santosh Kumar
- Shandong Key Laboratory of Optical Communication Science and Technology, School of Physics Science and Information Technology, Liaocheng University, Liaocheng 252059, China
- Correspondence: (S.K.); (B.K.K.)
| | - Brajesh Kumar Kaushik
- Department of Electronics and Communication Engineering, Indian Institute of Technology Roorkee, Roorkee 247667, India
- Correspondence: (S.K.); (B.K.K.)
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