1
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Yang C, Shen Z, Cui Y, Zhang N, Zhang L, Yan R, Chen X. Terahertz molecular vibrational sensing using 3D printed anapole meta-biosensor. Biosens Bioelectron 2025; 278:117351. [PMID: 40088702 DOI: 10.1016/j.bios.2025.117351] [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: 05/06/2024] [Revised: 12/17/2024] [Accepted: 03/05/2025] [Indexed: 03/17/2025]
Abstract
Terahertz (THz) fingerprint sensing utilizes the absorption of fingerprints generated by the unique vibrational characteristics of molecules to achieve substance-specific identification. By taking full advance of the anapole mode induced-biosensor consisting of out-of-plane metal-insulator-metal (MIM) configuration, the D-glucose solutions down to physiological level are accurately detected by proposed metasurface biosensor through the electromagnetic induced absorption (EIA) effect induced by the interaction between the metasurface and molecular vibrational fingerprint. Besides, by utilizing the vibrational fingerprint sensing ability, the pure D-glutamic acid and D-lactose, as well as their mixture have been quantitatively characterized. In addition, with the aid of machine learning algorithms, the designed single resonance metasensor achieves 100% recognition of five molecules. This work brings a convincing strategy for trace label-free molecular recognition for various species, which might extend the promising potentials of THz sensing techniques toward biomedical testing and clinical diagnosis.
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Affiliation(s)
- Chenglin Yang
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, China
| | - Zhonglei Shen
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, China; Centre for Disruptive Photonic Technologies, Division of Physics and Applied Physics School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore, 637371, Singapore.
| | - Yuqing Cui
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, China
| | - Nan Zhang
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, China
| | - Liuyang Zhang
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, China.
| | - Ruqiang Yan
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, China
| | - Xuefeng Chen
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, China
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2
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Qiu F, Feng S, Yang Z, Yang C, Chen L, Hu M, Li H, Guo Y, Tian Z, Han J, Huang Z, Xiong Q, Wang H. Nanoscale Spatially Resolved Terahertz Response of a PbS-Graphene Heterostructure. ACS NANO 2025; 19:10943-10954. [PMID: 40065684 DOI: 10.1021/acsnano.4c16185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/26/2025]
Abstract
Heterostructures have promising applications in photonics and optoelectronics, mainly due to their high electron mobility and broadband photoresponse covering visible, infrared, and terahertz (THz) ranges. However, it is challenging to detect heterostructures in high definition with conventional THz techniques. Here we demonstrate a THz nanoscopic imaging method which is capable of resolving the local THz response of PbS-graphene heterostructures based upon a sophisticated THz near-field optical microscope. The interaction between the THz near field and the heterostructure is further explored by numerical simulations. The results reveal that both the composition and structure of the layers composing the heterostructure contribute to the THz signal. Furthermore, we develop a reliably finite dipole model suitable for retrieving THz optoelectronic properties of multilayered systems from measured THz hyperspectra, and realize mapping the local effective permittivity and conductivity of the heterostructure. Our work discloses the mechanism of the THz response of heterostructures, and provides a useful method for high-definition quantifying complex THz materials and devices.
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Affiliation(s)
- Fucheng Qiu
- Center of Super-Resolution Optics and Chongqing Engineering Research Center of High-Resolution and Three-Dimensional Dynamic Imaging Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Shuanglong Feng
- Center of Super-Resolution Optics and Chongqing Engineering Research Center of High-Resolution and Three-Dimensional Dynamic Imaging Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Zhongbo Yang
- Center of Super-Resolution Optics and Chongqing Engineering Research Center of High-Resolution and Three-Dimensional Dynamic Imaging Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Chan Yang
- Center of Super-Resolution Optics and Chongqing Engineering Research Center of High-Resolution and Three-Dimensional Dynamic Imaging Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Ligang Chen
- Center of Super-Resolution Optics and Chongqing Engineering Research Center of High-Resolution and Three-Dimensional Dynamic Imaging Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Min Hu
- Terahertz Research Center, School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu 610054, China
| | - Hua Li
- National Key Laboratory of Materials for Integrated Circuits, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
| | - Yunchang Guo
- Yihuang (Wuxi) Spectrum Measurement & Control Co., Ltd., Wuxi 214024, China
| | - Zhen Tian
- Center for Terahertz Waves, College of Precision Instrument and Optoelectronics Engineering and the Key Laboratory of Optoelectronic Information and Technology (Ministry of Education), Tianjin University, Tianjin 300072, China
| | - Jiaguang Han
- Center for Terahertz Waves, College of Precision Instrument and Optoelectronics Engineering and the Key Laboratory of Optoelectronic Information and Technology (Ministry of Education), Tianjin University, Tianjin 300072, China
| | - Zhiming Huang
- National Laboratory for Infrared Physics, Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai 200083, China
| | - Qihua Xiong
- State Key Laboratory of Low-Dimensional Quantum Physics and Department of Physics, Tsinghua University, Beijing 100084, China
| | - Huabin Wang
- Center of Super-Resolution Optics and Chongqing Engineering Research Center of High-Resolution and Three-Dimensional Dynamic Imaging Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
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3
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Ma J, Song Y, Zhang M, Liu G, Li W, Federici JF, Mittleman DM. Terahertz channels in atmospheric conditions: Propagation characteristics and security performance. FUNDAMENTAL RESEARCH 2025; 5:526-555. [PMID: 40242521 PMCID: PMC11997584 DOI: 10.1016/j.fmre.2024.09.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2024] [Revised: 09/15/2024] [Accepted: 09/24/2024] [Indexed: 04/18/2025] Open
Abstract
With the growing demand for higher wireless data rates, the interest in extending the carrier frequency of wireless links to the terahertz (THz) range has significantly increased. For long-distance outdoor wireless communications, THz channels may suffer substantial power loss and security issues due to atmospheric weather effects. It is crucial to assess the impact of weather on high-capacity data transmission to evaluate wireless system link budgets and performance accurately. In this article, we provide an insight into the propagation characteristics of THz channels under atmospheric conditions and the security aspects of THz communication systems in future applications. We conduct a comprehensive survey of our recent research and experimental findings on THz channel transmission and physical layer security, synthesizing and categorizing the state-of-the-art research in this domain. Our analysis encompasses various atmospheric phenomena, including molecular absorption, scattering effects, and turbulence, elucidating their intricate interactions with THz waves and the resultant implications for channel modeling and system design. Furthermore, we investigate the unique security challenges posed by THz communications, examining potential vulnerabilities and proposing novel countermeasures to enhance the resilience of these high-frequency systems against eavesdropping and other security threats. Finally, we discuss the challenges and limitations of such high-frequency wireless communications and provide insights into future research prospects for realizing the 6G vision, emphasizing the need for innovative solutions to overcome the atmospheric hurdles and security concerns in THz communications.
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Affiliation(s)
- Jianjun Ma
- School of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing 100081, China
- Beijing Key Laboratory of Millimeter Wave and Terahertz Technology, Beijing 100081, China
| | - Yuheng Song
- School of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing 100081, China
- Beijing Key Laboratory of Millimeter Wave and Terahertz Technology, Beijing 100081, China
| | - Mingxia Zhang
- School of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing 100081, China
- Beijing Key Laboratory of Millimeter Wave and Terahertz Technology, Beijing 100081, China
| | - Guohao Liu
- School of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing 100081, China
- Beijing Key Laboratory of Millimeter Wave and Terahertz Technology, Beijing 100081, China
| | - Weiming Li
- School of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing 100081, China
- Beijing Key Laboratory of Millimeter Wave and Terahertz Technology, Beijing 100081, China
| | - John F. Federici
- Department of Physics, New Jersey Institute of Technology, Newark, NJ 07102, USA
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4
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Zheng D, Wu GB, Jiang ZH, Hong W, Chan CH, Wu K. Enabling beam-scanning antenna technologies for terahertz wireless systems: A review. FUNDAMENTAL RESEARCH 2025; 5:556-570. [PMID: 40242550 PMCID: PMC11997576 DOI: 10.1016/j.fmre.2024.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 09/13/2024] [Accepted: 10/08/2024] [Indexed: 04/18/2025] Open
Abstract
Due to the exponentially growing global mobile data of wireless communications evolving from 5 G to 6 G in recent years, research activities of leveraging terahertz (THz) waves to obtain larger channel capacities have shown an ever-increasing pace and reached an unprecedented height than before. Historically, the past few decades have already witnessed much progress in THz generation and detection technologies, which have been recognized for a long time as the bottleneck preventing the THz waves from being tamed by human beings. However, the importance of developing advanced components such as antennas, transmission lines, filters, power amplimers, etc., which constitute the basic building blocks of a THz wireless system, should not be overlooked for the sake of exploiting the THz spectra for future advanced wireless communications, sensing and imaging applications. While producing a scannable highly-directive antenna beam proves to be indispensable in the period of microwaves, the significance of such functionality is more critical in the THz era, considering that THz waves have more intractable challenges such as the severity of free-space propagation losses, the susceptibility to atmospheric environments, and the unavailability of efficient signal sources. This article is structured under this background, which is dedicated to reviewing several enabling beam-scanning antenna concepts, structures, and architectures that have been developed for THz wireless systems. Specifically, we divide these THz beam-scanning solutions into four basic groups based on different mechanisms, i.e., mechanical motion, phased array, frequency beam-scanning, and reconfigurable metasurfaces.
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Affiliation(s)
- Dongze Zheng
- School of Information Science and Engineering, State Key Laboratory of Millimeter Waves, Southeast University, Nanjing 210096, China
| | - Geng-Bo Wu
- Department of Electrical Engineering, State Key Laboratory of Terahertz and Millimeter Waves, City University of Hong Kong, Hong Kong 999077, China
| | - Zhi Hao Jiang
- School of Information Science and Engineering, State Key Laboratory of Millimeter Waves, Southeast University, Nanjing 210096, China
| | - Wei Hong
- School of Information Science and Engineering, State Key Laboratory of Millimeter Waves, Southeast University, Nanjing 210096, China
| | - Chi Hou Chan
- Department of Electrical Engineering, State Key Laboratory of Terahertz and Millimeter Waves, City University of Hong Kong, Hong Kong 999077, China
| | - Ke Wu
- Department of Electrical Engineering, Poly-Grames Research Center, Polytechnique Montréal, Montréal, QC H3T 1J4, Canada
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5
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Ren Z, Hu Y, He W, Hu S, Wan S, Yu Z, Liu W, Yang Q, Kivshar YS, Jiang T. Terahertz Metamaterials Inspired by Quantum Phenomena. RESEARCH (WASHINGTON, D.C.) 2025; 8:0597. [PMID: 39902347 PMCID: PMC11788473 DOI: 10.34133/research.0597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 01/06/2025] [Accepted: 01/08/2025] [Indexed: 02/05/2025]
Abstract
The study of many phenomena in the terahertz (THz) frequency spectral range has emerged as a promising playground in modern science and technology, with extensive applications in high-speed communication, imaging, sensing, and biosensing. Many THz metamaterial designs explore quantum physics phenomena embedded into a classical framework and exhibiting various unexpected behaviors. For spatial THz waves, the effects inspired by quantum phenomena include electromagnetically induced transparency (EIT), Fano resonance, bound states in the continuum (BICs), and exceptional points (EPs) in non-Hermitian systems. They facilitate the realization of extensive functional metadevices and applications. For on-chip THz waves, quantum physics-inspired topological metamaterials, as photonic analogs of topological insulators, can ensure robust, low-loss propagation with suppressed backscattering. These trends open new pathways for high-speed on-chip data transmission and THz photonic integrated circuits, being crucial for the upcoming 6G and 7G wireless communication technologies. Here, we summarize the underlying principles of quantum physics-inspired metamaterials and highlight the latest advances in their application in the THz frequency band, encompassing both spatial and on-chip metadevice realizations.
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Affiliation(s)
- Ziheng Ren
- College of Advanced Interdisciplinary Studies,
National University of Defense Technology, Changsha, China
| | - Yuze Hu
- Institute for Quantum Science and Technology, College of Science,
National University of Defense Technology, Changsha, China
| | - Weibao He
- College of Advanced Interdisciplinary Studies,
National University of Defense Technology, Changsha, China
| | - Siyang Hu
- College of Advanced Interdisciplinary Studies,
National University of Defense Technology, Changsha, China
| | - Shun Wan
- College of Advanced Interdisciplinary Studies,
National University of Defense Technology, Changsha, China
| | - Zhongyi Yu
- College of Advanced Interdisciplinary Studies,
National University of Defense Technology, Changsha, China
| | - Wei Liu
- College of Advanced Interdisciplinary Studies,
National University of Defense Technology, Changsha, China
| | - Quanlong Yang
- School of Physics,
Central South University, Changsha, China
| | - Yuri S. Kivshar
- Nonlinear Physics Center, Research School of Physics,
Australian National University, Canberra, ACT 2615, Australia
| | - Tian Jiang
- Institute for Quantum Science and Technology, College of Science,
National University of Defense Technology, Changsha, China
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6
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Li J, Deng X, Li Y, Hu J, Miao W, Lin C, Jiang J, Shi S. Terahertz Science and Technology in Astronomy, Telecommunications, and Biophysics. RESEARCH (WASHINGTON, D.C.) 2025; 8:0586. [PMID: 39845706 PMCID: PMC11751206 DOI: 10.34133/research.0586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Revised: 12/16/2024] [Accepted: 12/24/2024] [Indexed: 01/24/2025]
Abstract
This paper reviews recent developments and key advances in terahertz (THz) science, technology, and applications, focusing on 3 core areas: astronomy, telecommunications, and biophysics. In THz astronomy, it highlights major discoveries and ongoing projects, emphasizing the role of advanced superconducting technologies, including superconductor-insulator-superconductor (SIS) mixers, hot electron boundedness spectroscopy (HEB), transition-edge sensors (TESs), and kinetic inductance detectors (KIDs), while exploring prospects in the field. For THz telecommunication, it discusses progress in solid-state sources, new communication technologies operating within the THz band, and diverse modulation methods that enhance transmission capabilities. In THz biophysics, the focus shifts to the physical modulation of THz waves and their impact across biological systems, from whole organisms to cellular and molecular levels, emphasizing nonthermal effects and fundamental mechanisms. This review concludes with an analysis of the challenges and perspectives shaping the future of THz technology.
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Affiliation(s)
- Jing Li
- Purple Mountain Observatory,
Chinese Academy of Sciences, Nanjing 210023, China
| | - Xianjin Deng
- Microsystem and Terahertz Research Center,
China Academy of Engineering Physics, Chengdu, Sichuan 610200, China
- Institute of Electronic Engineering,
China Academy of Engineering Physics, Mianyang, Sichuan 621999, China
| | - Yangmei Li
- Innovation Laboratory of Terahertz Biophysics,
National Innovation Institute of Defense Technology, Beijing 100071, China
| | - Jie Hu
- Purple Mountain Observatory,
Chinese Academy of Sciences, Nanjing 210023, China
| | - Wei Miao
- Purple Mountain Observatory,
Chinese Academy of Sciences, Nanjing 210023, China
| | - Changxing Lin
- Microsystem and Terahertz Research Center,
China Academy of Engineering Physics, Chengdu, Sichuan 610200, China
- Institute of Electronic Engineering,
China Academy of Engineering Physics, Mianyang, Sichuan 621999, China
| | - Jun Jiang
- Microsystem and Terahertz Research Center,
China Academy of Engineering Physics, Chengdu, Sichuan 610200, China
- Institute of Electronic Engineering,
China Academy of Engineering Physics, Mianyang, Sichuan 621999, China
| | - Shengcai Shi
- Purple Mountain Observatory,
Chinese Academy of Sciences, Nanjing 210023, China
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7
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Jin Z, Lou J, Shu F, Hong Z, Qiu CW. Advances in Nanoengineered Terahertz Technology: Generation, Modulation, and Bio-Applications. RESEARCH (WASHINGTON, D.C.) 2025; 8:0562. [PMID: 39807357 PMCID: PMC11725723 DOI: 10.34133/research.0562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 12/02/2024] [Accepted: 12/08/2024] [Indexed: 01/16/2025]
Abstract
Recent advancements in nanotechnology have revolutionized terahertz (THz) technology. By enabling the creation of compact, efficient devices through nanoscale structures, such as nano-thick heterostructures, metasurfaces, and hybrid systems, these innovations offer unprecedented control over THz wave generation and modulation. This has led to substantial enhancements in THz spectroscopy, imaging, and especially bio-applications, providing higher resolution and sensitivity. This review comprehensively examines the latest advancements in nanoengineered THz technology, beginning with state-of-the-art THz generation methods based on heterostructures, metasurfaces, and hybrid systems, followed by THz modulation techniques, including both homogeneous and individual modulation. Subsequently, it explores bio-applications such as novel biosensing and biofunction techniques. Finally, it summarizes findings and reflects on future trends and challenges in the field. Each section focuses on the physical mechanisms, structural designs, and performances, aiming to provide a thorough understanding of the advancements and potential of this rapidly evolving technology domain. This review aims to provide insights into the creation of next-generation nanoscale THz devices and applications while establishing a comprehensive foundation for addressing key issues that limit the full implementation of these promising technologies in real-world scenarios.
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Affiliation(s)
- Zhongwei Jin
- College of Optical and Electronic Technology,
China Jiliang University, Hangzhou 310018, China
- Centre for Terahertz Research,
China Jiliang University, Hangzhou 310018, China
| | - Jing Lou
- Innovation Laboratory of Terahertz Biophysics,
National Innovation Institute of Defense Technology, 100071 Beijing, China
| | - Fangzhou Shu
- Centre for Terahertz Research,
China Jiliang University, Hangzhou 310018, China
| | - Zhi Hong
- Centre for Terahertz Research,
China Jiliang University, Hangzhou 310018, China
| | - Cheng-Wei Qiu
- Department of Electrical and Computer Engineering,
National University of Singapore, Singapore 117583, Singapore
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8
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Liu S, Bai S, Wen Y, Lou J, Jiang Y, Zhu Y, Liu D, Li Y, Shi H, Liu S, Wang L, Zheng J, Zhao Z, Qin Y, Liu Z, Gao X, Qin B, Chang C, Chang C, Zhao LD. Quadruple-band synglisis enables high thermoelectric efficiency in earth-abundant tin sulfide crystals. Science 2025; 387:202-208. [PMID: 39787235 DOI: 10.1126/science.ado1133] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Accepted: 11/25/2024] [Indexed: 01/12/2025]
Abstract
Thermoelectrics have been limited by the scarcity of their constituent elements, especially telluride. The earth-abundant, wide-bandgap (Eg ≈ 46 kBT) tin sulfide (SnS) has shown promising performance in its crystal form. We improved the thermoelectric efficiency in SnS crystals by promoting the convergence of energy and momentum of four valance bands, termed quadruple-band synglisis. We introduced more Sn vacancies to activate quadruple-band synglisis and facilitate carrier transport by inducing SnS2 in selenium (Se)-alloyed SnS, leading to a high dimensionless figure of merit (ZT) of ~1.0 at 300 kelvin and an average ZT of ~1.3 at 300 to 773 kelvin in p-type SnS crystals. We further obtained an experimental efficiency of ~6.5%, and our fabricated cooler demonstrated a maximum cooling temperature difference of ~48.4 kelvin at 353 kelvin. Our observations should draw interest to earth-abundant SnS crystals for applications of waste-heat recovery and thermoelectric cooling.
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Affiliation(s)
- Shan Liu
- Center for Bioinspired Science and Technology, Hangzhou International Innovation Institute, Beihang University, Hangzhou, China
- School of Materials Science and Engineering, Beihang University, Beijing, China
| | - Shulin Bai
- School of Materials Science and Engineering, Beihang University, Beijing, China
| | - Yi Wen
- School of Materials Science and Engineering, Beihang University, Beijing, China
- Tianmushan Laboratory, Yuhang District, Hangzhou, China
| | - Jing Lou
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing, China
| | - Yongzhen Jiang
- School of Physical Science and Technology, ShanghaiTech Laboratory for Topological Physics, ShanghaiTech University, Shanghai, China
| | - Yingcai Zhu
- School of Materials Science and Engineering, Beihang University, Beijing, China
- Institute of Atomic Manufacturing, Beihang University, Beijing, China
| | - Dongrui Liu
- School of Materials Science and Engineering, Beihang University, Beijing, China
| | - Yichen Li
- School of Materials Science and Engineering, Beihang University, Beijing, China
| | - Haonan Shi
- School of Materials Science and Engineering, Beihang University, Beijing, China
| | - Shibo Liu
- School of Materials Science and Engineering, Beihang University, Beijing, China
| | - Lei Wang
- School of Materials Science and Engineering, Beihang University, Beijing, China
| | - Junqing Zheng
- School of Materials Science and Engineering, Beihang University, Beijing, China
| | - Zhe Zhao
- School of Materials Science and Engineering, Beihang University, Beijing, China
| | - Yongxin Qin
- School of Materials Science and Engineering, Beihang University, Beijing, China
- Institute of Atomic Manufacturing, Beihang University, Beijing, China
| | - ZhongKai Liu
- School of Physical Science and Technology, ShanghaiTech Laboratory for Topological Physics, ShanghaiTech University, Shanghai, China
| | - Xiang Gao
- Center for High Pressure Science and Technology Advanced Research (HPSTAR), Beijing, China
| | - Bingchao Qin
- Center for Bioinspired Science and Technology, Hangzhou International Innovation Institute, Beihang University, Hangzhou, China
- School of Materials Science and Engineering, Beihang University, Beijing, China
| | - Cheng Chang
- Center for Bioinspired Science and Technology, Hangzhou International Innovation Institute, Beihang University, Hangzhou, China
- School of Materials Science and Engineering, Beihang University, Beijing, China
| | - Chao Chang
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing, China
- School of Physics, Peking University, Beijing, China
| | - Li-Dong Zhao
- Center for Bioinspired Science and Technology, Hangzhou International Innovation Institute, Beihang University, Hangzhou, China
- School of Materials Science and Engineering, Beihang University, Beijing, China
- Tianmushan Laboratory, Yuhang District, Hangzhou, China
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9
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Zhang N, Gao F, Wang R, Shen Z, Han D, Cui Y, Zhang L, Chang C, Qiu CW, Chen X. Deep-Learning Empowered Customized Chiral Metasurface for Calibration-Free Biosensing. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2025; 37:e2411490. [PMID: 39463055 DOI: 10.1002/adma.202411490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Indexed: 10/29/2024]
Abstract
As a 2D metamaterial, metasurfaces offer an unprecedented avenue to facilitate light-matter interactions. The current "one-by-one design" method is hindered by time-consuming, repeated testing within a confined space. However, intelligent design strategies for metasurfaces, limited by data-driven properties, have rarely been explored. To address this gap, a data iterative strategy based on deep learning, coupled with a global optimization network is proposed, to achieve the customized design of chiral metasurfaces. This methodology is applied to precisely identify different chiral molecules in a label-free manner. Fundamentally different from the traditional approach of collecting data purely through simulation, the proposed data generation strategy encompasses the entire design space, which is inaccessible by conventional methods. The dataset quality is significantly improved, with a 21-fold increase in the number of chiral structures exhibiting the desired circular dichroism (CD) response (>0.6). The method's efficacy is validated by a monolayer structure that is easily prepared, demonstrating advanced sensing abilities for enantiomer-specific analysis of bio-samples. These results demonstrate the superior capability of data-driven schemes in photonic design and the potential of chiral metasurface-based platforms for calibration-free biosensing applications. The proposed approach will accelerate the development of complex systems for rapid molecular detection, spectroscopic imaging, and other applications.
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Affiliation(s)
- Nan Zhang
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, P. R. China
| | - Feng Gao
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, P. R. China
| | - Ride Wang
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing, 100071, P. R. China
| | - Zhonglei Shen
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, P. R. China
| | - Donghai Han
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, P. R. China
| | - Yuqing Cui
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, P. R. China
| | - Liuyang Zhang
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, P. R. China
| | - Chao Chang
- School of Physics, Peking University, Beijing, 100871, P. R. China
| | - Cheng-Wei Qiu
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117576, Singapore
| | - Xuefeng Chen
- School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, P. R. China
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10
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Wang R, Song L, Ruan H, Yang Q, Yang X, Zhang X, Jiang R, Shi X, Shkurinov AP. Ultrasensitive Terahertz Label-Free Metasensors Enabled by Quasi-Bound States in the Continuum. RESEARCH (WASHINGTON, D.C.) 2024; 7:0483. [PMID: 39329158 PMCID: PMC11425342 DOI: 10.34133/research.0483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 08/28/2024] [Accepted: 09/05/2024] [Indexed: 09/28/2024]
Abstract
Advanced sensing devices based on metasurfaces have emerged as a revolutionary platform for innovative label-free biosensors, holding promise for early diagnostics and the detection of low-concentration analytes. Here, we developed a chip-based ultrasensitive terahertz (THz) metasensor, leveraging a quasi-bound state in the continuum (q-BIC) to address the challenges associated with intricate operations in trace biochemical detection. The metasensor design features an open-ring resonator metasurface, which supports magnetic dipole q-BIC combining functionalized gold nanoparticles (AuNPs) bound with a specific antibody. The substantial enhancement in THz-analyte interactions, facilitated by the potent near-field enhancement enabled by the q-BICs, results in a substantial boost in biosensor sensitivity by up to 560 GHz/refractive index units. This methodology allows for the detection of conjugated antibody-AuNPs for cardiac troponin I at concentrations as low as 0.5 pg/ml. These discoveries deliver valuable insight for AuNP-based trace biomolecule sensing and pave the path for the development of chip-scale biosensors with profound light-matter interactions.
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Affiliation(s)
- Ride Wang
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
| | - Lingyu Song
- Navy Clinical College, Anhui Medical University, Beijing 100048, China
- The Fifth School of Clinical Medicine, Anhui Medical University, Hefei 230032, China
- Department of Cardiology, The Sixth Medical Center of PLA General Hospital, Beijing 100048, China
| | - Hao Ruan
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
| | - Quanlong Yang
- School of Physics, Central South University, Changsha 410083, China
| | - Xiao Yang
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
| | - Xiaobao Zhang
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
| | - Rundong Jiang
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
| | - Xiangmin Shi
- Navy Clinical College, Anhui Medical University, Beijing 100048, China
- The Fifth School of Clinical Medicine, Anhui Medical University, Hefei 230032, China
- Department of Cardiology, The Sixth Medical Center of PLA General Hospital, Beijing 100048, China
| | - Alexander P Shkurinov
- Department of Physics and International Laser Center, Lomonosov Moscow State University, Leninskie Gory 1, Moscow 19991, Russia
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11
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Biswas SK, Adi W, Beisenova A, Rosas S, Arvelo ER, Yesilkoy F. From weak to strong coupling: quasi-BIC metasurfaces for mid-infrared light-matter interactions. NANOPHOTONICS (BERLIN, GERMANY) 2024; 13:2937-2949. [PMID: 39006137 PMCID: PMC11245121 DOI: 10.1515/nanoph-2024-0043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 03/24/2024] [Indexed: 07/16/2024]
Abstract
Thanks to their giant, yet tunable, Q-factor resonances, all-dielectric metasurfaces supporting the quasi-bound states in the continuum (q-BIC) resonances are well-suited to provide a promising platform for quantum-coherent light-matter interactions. Yet, the strong coupling regime, characterized by the hybrid light-matter states - polaritons, has not yet been fully explored in the mid-infrared regime. This paper investigates the parameter space of vibrational strong coupling (VSC) between material and metasurface cavities supporting q-BIC resonances in the mid-infrared spectral range. We outline the effects of transition dipole strength, damping rate, and the number of molecules coupled to a single cavity, as well as the cavity damping rates, to understand their respective impacts on VSC. By tuning the Q-factor of the metasurface and material parameters, a new transition light-matter coupling zone is introduced, bridging the gap between weak and strong coupling, where polaritons form but their linewidths prohibit their spectral identification. The study further identifies the effects of cavity linewidth on polariton peak separability in strongly coupled systems, highlighting that the cavities with smaller nonradiative losses and narrower linewidths facilitate better polariton separability. Moreover, we found that matching cavity and material loss, satisfying the critical strong coupling condition, enhances the coupling strength between cavity and material. Overall, these findings can guide the design of photonic cavities suited for VSC experiments, contributing to the burgeoning fields of polaritonic chemistry, light-mediated modulation of chemical reactivity, and highly sensitive molecular spectroscopy.
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Affiliation(s)
- Shovasis Kumar Biswas
- Department of Electrical and Computer Engineering, University of Wisconsin-Madison, Madison, WI53706, USA
| | - Wihan Adi
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI53706, USA
| | - Aidana Beisenova
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI53706, USA
| | - Samir Rosas
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI53706, USA
| | - Eduardo Romero Arvelo
- Department of Electrical and Computer Engineering, University of Wisconsin-Madison, Madison, WI53706, USA
| | - Filiz Yesilkoy
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI53706, USA
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12
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Hu X, Zhang G, Qian J, Lü J, Zhu Y, Peng Y. Terahertz s-SNOM Imaging of a Single Cell with Nanoscale Resolution. NANO LETTERS 2024; 24:7757-7763. [PMID: 38874303 DOI: 10.1021/acs.nanolett.4c01868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2024]
Abstract
Terahertz scattering scanning near-field optical microscopy is a robust spectral detection technique with a nanoscale resolution. However, there are still major challenges in investigating the heterogeneity of cell membrane components in individual cells. Here, we present a novel and comprehensive analytical approach for detecting and investigating heterogeneity in cell membrane components at the single-cell level. In comparison to the resolution of the topographical atomic force microscopy image, the spatial resolution of the terahertz near-field amplitude image is 3 times that of the former. This ultrafine resolution enables the compositional distribution in the cell membrane, such as the distribution of extracellular vesicles, to be finely characterized. Furthermore, via extraction of the near-field absorption images at specific frequencies, the visualization and compositional difference analysis of cell membrane components can be presented in detail. These findings have significant implications for the intuitive and visual analysis of cell development and disease evolutionary pathways.
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Affiliation(s)
- Xitian Hu
- Terahertz Technology Innovation Research Institute, Terahertz Spectrum and Imaging Technology Cooperative Innovation Center, Shanghai Key Lab of Modern Optical System, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Guangxu Zhang
- Phenomics & Healthspan Pharmacology Lab, College of Pharmacy, Binzhou Medical University, Yantai 264003, China
| | - Jiang Qian
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800, China
| | - Junhong Lü
- Phenomics & Healthspan Pharmacology Lab, College of Pharmacy, Binzhou Medical University, Yantai 264003, China
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800, China
| | - Yiming Zhu
- Terahertz Technology Innovation Research Institute, Terahertz Spectrum and Imaging Technology Cooperative Innovation Center, Shanghai Key Lab of Modern Optical System, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Yan Peng
- Terahertz Technology Innovation Research Institute, Terahertz Spectrum and Imaging Technology Cooperative Innovation Center, Shanghai Key Lab of Modern Optical System, University of Shanghai for Science and Technology, Shanghai 200093, China
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13
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He W, Cheng X, Hu S, Ren Z, Yu Z, Wan S, Hu Y, Jiang T. Color coded metadevices toward programmed terahertz switching. LIGHT, SCIENCE & APPLICATIONS 2024; 13:142. [PMID: 38914544 PMCID: PMC11196690 DOI: 10.1038/s41377-024-01495-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 05/01/2024] [Accepted: 05/26/2024] [Indexed: 06/26/2024]
Abstract
Terahertz modulators play a critical role in high-speed wireless communication, non-destructive imaging, and so on, which have attracted a large amount of research interest. Nevertheless, all-optical terahertz modulation, an ultrafast dynamical control approach, remains to be limited in terms of encoding and multifunction. Here we experimentally demonstrated an optical-programmed terahertz switching realized by combining optical metasurfaces with the terahertz metasurface, resulting in 2-bit dual-channel terahertz encoding. The terahertz metasurface, made up of semiconductor islands and artificial microstructures, enables effective all-optical programming by providing multiple frequency channels with ultrafast modulation at the nanosecond level. Meanwhile, optical metasurfaces covered in terahertz metasurface alter the spatial light field distribution to obtain color code. According to the time-domain coupled mode theory analysis, the energy dissipation modes in terahertz metasurface can be independently controlled by color excitation, which explains the principle of 2-bit encoding well. This work establishes a platform for all-optical programmed terahertz metadevices and may further advance the application of composite metasurface in terahertz manipulation.
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Affiliation(s)
- Weibao He
- College of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha, China
- Nanhu Laser Laboratory, National University of Defense Technology, Changsha, China
- Hunan Provincial Key Laboratory of High Energy Laser Technology, National University of Defense Technology, Changsha, China
| | - Xiang'ai Cheng
- College of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha, China
- Nanhu Laser Laboratory, National University of Defense Technology, Changsha, China
- Hunan Provincial Key Laboratory of High Energy Laser Technology, National University of Defense Technology, Changsha, China
| | - Siyang Hu
- College of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha, China
| | - Ziheng Ren
- College of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha, China
| | - Zhongyi Yu
- College of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha, China
| | - Shun Wan
- College of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha, China
| | - Yuze Hu
- Institute for Quantum Science and Technology, College of Science, National University of Defense Technology, Changsha, China.
| | - Tian Jiang
- Institute for Quantum Science and Technology, College of Science, National University of Defense Technology, Changsha, China.
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14
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Zhao X, Yang C, Chen X, Sun Y, Liu W, Ge Q, Yang J. Characteristic fingerprint spectrum of α-synuclein mutants on terahertz time-domain spectroscopy. Biophys J 2024; 123:1264-1273. [PMID: 38615192 PMCID: PMC11140463 DOI: 10.1016/j.bpj.2024.04.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 01/02/2024] [Accepted: 04/11/2024] [Indexed: 04/15/2024] Open
Abstract
α-Synuclein, a presynaptic neuronal protein encoded by the SNCA gene, is involved in the pathogenesis of Parkinson's disease. Point mutations and multiplications of α-synuclein (A30P and A53T) are correlated with early-onset Parkinson's disease characterized by rapid progression and poor prognosis. Currently, the clinical identification of SNCA variants, especially disease-related A30P and A53T mutants, remains challenging and also time consuming. This study aimed to develop a novel label-free detection method for distinguishing the SNCA mutants using transmission terahertz (THz) time-domain spectroscopy. The protein was spin-coated onto the quartz to form a thin film, which was measured using THz time-domain spectroscopy. The spectral characteristics of THz broadband pulse waves of α-synuclein protein variants (SNCA wild type, A30P, and A53T) at different frequencies were analyzed via Fourier transform. The amplitude A intensity (AWT, AA30P, and AA53T) and peak occurrence time in THz time-domain spectroscopy sensitively distinguished the three protein variants. The phase φ difference in THz frequency domain followed the trend of φWT > φA30P > φA53T. There was a significant difference in THz frequency amplitude A' corresponding to the frequency ranging from 0.4 to 0.66 THz (A'A53T > A'A30P > A'WT). At a frequency of 0.4-0.6 THz, the transmission T of THz waves distinguished three variants (TA53T > TA30P > TWT), whereas there was no difference in the transmission T at 0.66 THz. The SNCA wild-type protein and two mutant variants (A30P and A53T) had distinct characteristic fingerprint spectra on THz time-domain spectroscopy. This novel label-free detection method has great potential for the differential diagnosis of Parkinson's disease subtypes.
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Affiliation(s)
- Xiaofang Zhao
- Department of Neurosurgery, Peking University Third Hospital, Beijing, China; Center for Precision Neurosurgery and Oncology of Peking University Health Science Center, Beijing, China
| | - Chenlong Yang
- Department of Neurosurgery, Peking University Third Hospital, Beijing, China; Center for Precision Neurosurgery and Oncology of Peking University Health Science Center, Beijing, China
| | - Xin Chen
- Department of Neurosurgery, Peking University Third Hospital, Beijing, China; Center for Precision Neurosurgery and Oncology of Peking University Health Science Center, Beijing, China
| | - Yu Sun
- Department of Neurosurgery, Peking University Third Hospital, Beijing, China; Center for Precision Neurosurgery and Oncology of Peking University Health Science Center, Beijing, China
| | - Weihai Liu
- Department of Neurosurgery, Peking University Third Hospital, Beijing, China; Center for Precision Neurosurgery and Oncology of Peking University Health Science Center, Beijing, China
| | - Qinggang Ge
- Department of Intensive Care Unit, Peking University Third Hospital, Beijing, China
| | - Jun Yang
- Department of Neurosurgery, Peking University Third Hospital, Beijing, China; Center for Precision Neurosurgery and Oncology of Peking University Health Science Center, Beijing, China.
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15
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Han L, Wang Y, Chen K, Gao H, Xia K, Ge Q, Yang J, Shi W, Ruan C. Detection of In Vivo-like Cells by a Biosensor Chip Based on Metamaterials in Terahertz Regime. BIOSENSORS 2024; 14:230. [PMID: 38785704 PMCID: PMC11117974 DOI: 10.3390/bios14050230] [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: 03/20/2024] [Revised: 04/27/2024] [Accepted: 04/29/2024] [Indexed: 05/25/2024]
Abstract
Early diagnosis of diseases, especially cancer, is critical for effective treatment. The unique properties of terahertz technology have attracted attention in this field. However, current terahertz bio-detection methods face challenges due to differences between the test environment and the actual in vivo conditions. In this study, a novel method is proposed for detecting in vivo-like cells using a biosensor chip composed of metamaterials and a cavity. The cavity has a thickness of ~50 μm. The structure can protect cells from damage and provides a liquid environment like an in vivo state. Through simulation analysis, the metamaterials sensor exhibits a theoretical sensitivity of 0.287 THz/RIU (Refractive Index Unit) with a 50 μm thick analyte. The detection method is experimentally validated using the apoptosis of glioma cells and various cell types. The biosensor investigates the apoptosis of glioma cells under the impact of temozolomide, and the trend of the results was consistent with the Cell Counting Kit-8 method. Furthermore, at a concentration of ~5200 cells/cm2, the experimental results demonstrate that the sensor can distinguish between neurons and glioma cells with a resonance frequency difference of approximately 30 GHz. This research has significant potential for detecting glioma cells and offers an alternative approach to in vivo-like cell detection.
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Affiliation(s)
- Lulu Han
- School of Electronic and Information Engineering, Beihang University, Beijing 100191, China; (L.H.); (K.X.)
| | - Yuchen Wang
- School of Biological Science and Medical Engineering, Beihang University, Beijing 100191, China; (Y.W.); (H.G.)
| | - Kanglong Chen
- School of Electronic and Information Engineering, Beihang University, Beijing 100191, China; (L.H.); (K.X.)
| | - Hengyu Gao
- School of Biological Science and Medical Engineering, Beihang University, Beijing 100191, China; (Y.W.); (H.G.)
| | - Kexin Xia
- School of Electronic and Information Engineering, Beihang University, Beijing 100191, China; (L.H.); (K.X.)
| | - Qinggang Ge
- Department of Neurosurgery, Peking University Third Hospital, Beijing 100191, China; (Q.G.); (J.Y.)
| | - Jun Yang
- Department of Neurosurgery, Peking University Third Hospital, Beijing 100191, China; (Q.G.); (J.Y.)
- Center for Precision Neurosurgery and Oncology of Peking University Health Science Center, Beijing 100191, China
| | - Wei Shi
- School of Biological Science and Medical Engineering, Beihang University, Beijing 100191, China; (Y.W.); (H.G.)
| | - Cunjun Ruan
- School of Electronic and Information Engineering, Beihang University, Beijing 100191, China; (L.H.); (K.X.)
- Beijing Key Laboratory for Microwave Sensing and Security Applications, Beihang University, Beijing 100191, China
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16
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Yuan Y, Zhang J, Li C, Li H, Han Y, Lou J. Ultrafast light-driven metasurfaces with an ultra-broadband frequency agile channel for sensing. NANOSCALE 2024. [PMID: 38639481 DOI: 10.1039/d3nr06686j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/20/2024]
Abstract
Active terahertz metasurface devices have been widely used in communication technology, optical computing and biosensing. However, numerous dynamically tunable metasurfaces are only operating at a single frequency point or in a narrow range, limiting the further possibility of the devices to meet contemporary broad-spectrum biosensing requirements. In this paper, a novel compact biosensor is proposed with an ultrawide resonance frequency agile channel shifted from 0.82 to 1.85 THz, with a tuning functionality up to 55.7%. In addition, under optical pumping irradiation, the modulator with ultra-fast response is able to complete the ultra-wideband resonant mode conversion from the Fano mode to the electromagnetically induced transparency (EIT) mode within 4 ps, and achieves a frequency shift sensitivity of 118 GHz RIU-1 and 247 GHz RIU-1 at 0.82 and 1.85 THz, respectively. This mechanism implements both refractive index and conductivity sensing functions, which provide a wealth of sensing information. Thus, this work presents the possibility of realising the detection of ultra-wide fingerprint spectra and can be extended to a wider range of optical fields.
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Affiliation(s)
- Yifang Yuan
- School of Physics, Xidian University, Xi'an 700071, China
| | - Jing Zhang
- Air and Missile Defense College, Air Force Engineering University, Xi'an 710051, China
| | - Chenyu Li
- Department of Ophthalmology, the Affiliated Hospital of Qingdao University, Qingdao, 266000, China
| | - Hong Li
- GBA Research Institute of AIRCAS, Guangzhou, 510530, China
| | - Yiping Han
- School of Physics, Xidian University, Xi'an 700071, China
| | - Jing Lou
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
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17
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Yang Z, Li D, Chen L, Qiu F, Yan S, Tang M, Wang C, Wang L, Luo Y, Sun F, Han J, Fan C, Li J, Wang H. Near-Field Terahertz Morphological Reconstruction Nanoscopy for Subsurface Imaging of Protein Layers. ACS NANO 2024; 18:10104-10112. [PMID: 38527229 DOI: 10.1021/acsnano.3c12776] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/27/2024]
Abstract
Protein layers formed on solid surfaces have important applications in various fields. High-resolution characterization of the morphological structures of protein forms in the process of developing protein layers has significant implications for the control of the layer's quality as well as for the evaluation of the layer's performance. However, it remains challenging to precisely characterize all possible morphological structures of protein in various forms, including individuals, networks, and layers involved in the formation of protein layers with currently available methods. Here, we report a terahertz (THz) morphological reconstruction nanoscopy (THz-MRN), which can reveal the nanoscale three-dimensional structural information on a protein sample from its THz near-field image by exploiting an extended finite dipole model for a thin sample. THz-MRN allows for both surface imaging and subsurface imaging with a vertical resolution of ∼0.5 nm, enabling the characterization of various forms of proteins at the single-molecule level. We demonstrate the imaging and morphological reconstruction of single immunoglobulin G (IgG) molecules, their networks, a monolayer, and a heterogeneous double layer comprising an IgG monolayer and a horseradish peroxidase-conjugated anti-IgG layer. The established THz-MRN presents a useful approach for the label-free and nondestructive study of the formation of protein layers.
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Affiliation(s)
- Zhongbo Yang
- Center of Super-Resolution Optics and Chongqing Engineering Research Center of High-Resolution and Three-Dimensional Dynamic Imaging Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Dandan Li
- Center of Super-Resolution Optics and Chongqing Engineering Research Center of High-Resolution and Three-Dimensional Dynamic Imaging Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
| | - Ligang Chen
- Center of Super-Resolution Optics and Chongqing Engineering Research Center of High-Resolution and Three-Dimensional Dynamic Imaging Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Fucheng Qiu
- Center of Super-Resolution Optics and Chongqing Engineering Research Center of High-Resolution and Three-Dimensional Dynamic Imaging Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Shihan Yan
- Center of Super-Resolution Optics and Chongqing Engineering Research Center of High-Resolution and Three-Dimensional Dynamic Imaging Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Mingjie Tang
- Center of Super-Resolution Optics and Chongqing Engineering Research Center of High-Resolution and Three-Dimensional Dynamic Imaging Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
| | - Chunlei Wang
- Institute of Materiobiology, Department of Chemistry, College of Science, Shanghai University, Shanghai 200444, China
| | - Lihua Wang
- Institute of Materiobiology, Department of Chemistry, College of Science, Shanghai University, Shanghai 200444, China
| | - Yang Luo
- Center of Smart Laboratory and Molecular Medicine, School of Medicine, Chongqing University, Chongqing 400044, China
| | - Fei Sun
- Center for Biological Imaging, Core Facilities for Protein Science, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| | - Jiaguang Han
- Guangxi Key Laboratory of Optoelectronic Information Processing, School of Optoelectronic Engineering, Guilin University of Electronic Technology, Guilin 541004, China
| | - Chunhai Fan
- School of Chemistry and Chemical Engineering, Frontiers Science Center for Transformative Molecules and National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai 200024, China
| | - Jiang Li
- Institute of Materiobiology, Department of Chemistry, College of Science, Shanghai University, Shanghai 200444, China
| | - Huabin Wang
- Center of Super-Resolution Optics and Chongqing Engineering Research Center of High-Resolution and Three-Dimensional Dynamic Imaging Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China
- Chongqing School, University of Chinese Academy of Sciences, Chongqing 400714, China
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18
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Zhang Z, Wang Z, Zhang C, Yao Z, Zhang S, Wang R, Tian Z, Han J, Chang C, Lou J, Yan X, Qiu C. Advanced Terahertz Refractive Sensing And Fingerprint Recognition Through Metasurface-Excited Surface Waves. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2308453. [PMID: 38180283 DOI: 10.1002/adma.202308453] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Revised: 12/27/2023] [Indexed: 01/06/2024]
Abstract
High-sensitive metasurface-based sensors are essential for effective substance detection and insightful bio-interaction studies, which compress light in subwavelength volumes to enhance light-matter interactions. However, current methods to improve sensing performance always focus on optimizing near-field response of individual meta-atom, and fingerprint recognition for bio-substances necessitates several pixelated metasurfaces to establish a quasi-continuous spectrum. Here, a novel sensing strategy is proposed to achieve Terahertz (THz) refractive sensing, and fingerprint recognition based on surface waves (SWs). Leveraging the long-range transmission, strong confinement, and interface sensitivity of SWs, a metasurface-supporting SWs excitation and propagation is experimentally verified to achieve sensing integrations. Through wide-band information collection of SWs, the proposed sensor not only facilitates refractive sensing up to 215.5°/RIU, but also enables the simultaneous resolution of multiple fingerprint information within a continuous spectrum. By covering 5 µm thickness of polyimide, quartz and silicon nitride layers, the maximum phase change of 91.1°, 101.8°, and 126.4° is experimentally obtained within THz band, respectively. Thus, this strategy broadens the research scope of metasurface-excited SWs and introduces a novel paradigm for ultrasensitive sensing functions.
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Affiliation(s)
- Zeyan Zhang
- School of Physics, Peking University, Beijing, 100871, China
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing, 100071, China
| | - Zhuo Wang
- State Key Laboratory of Surface Physics and Key Laboratory of Micro and Nano Photonic Structures (Ministry of Education), Fudan University, Shanghai, 200433, China
| | - Chao Zhang
- Department of Neurosurgery Center, Zhujiang Hospital, Southern Medical University, Guangzhou, 510282, China
| | - Zhibo Yao
- Center for Terahertz Waves and College of Precision Instrument and Optoelectronics Engineering, Key Laboratory of Optoelectronic Information Technology (Ministry of Education of China), Tianjin University, Tianjin, 300072, China
| | - Shoujun Zhang
- Center for Terahertz Waves and College of Precision Instrument and Optoelectronics Engineering, Key Laboratory of Optoelectronic Information Technology (Ministry of Education of China), Tianjin University, Tianjin, 300072, China
| | - Ride Wang
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing, 100071, China
| | - Zhen Tian
- Center for Terahertz Waves and College of Precision Instrument and Optoelectronics Engineering, Key Laboratory of Optoelectronic Information Technology (Ministry of Education of China), Tianjin University, Tianjin, 300072, China
| | - Jiaguang Han
- Center for Terahertz Waves and College of Precision Instrument and Optoelectronics Engineering, Key Laboratory of Optoelectronic Information Technology (Ministry of Education of China), Tianjin University, Tianjin, 300072, China
| | - Chao Chang
- School of Physics, Peking University, Beijing, 100871, China
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing, 100071, China
| | - Jing Lou
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing, 100071, China
| | - Xueqing Yan
- School of Physics, Peking University, Beijing, 100871, China
| | - Chengwei Qiu
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117583, Singapore
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19
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Yin J, Wu K, Yu Y, Zhong Y, Song Z, Chang C, Liu G. Terahertz Photons Inhibit Cancer Cells Long Term by Suppressing Nano Telomerase Activity. ACS NANO 2024; 18:4796-4810. [PMID: 38261783 DOI: 10.1021/acsnano.3c09216] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2024]
Abstract
Telomeres are nanoscale DNA-protein complexes to protect and stabilize chromosomes. The reexpression of telomerase in cancer cells is a key determinant crucial for the infinite proliferation and long-term survival of most cancer cells. However, the use of telomerase inhibitors for cancer treatment may cause problems such as poor specificity, drug resistance, and cytotoxicity. Here, we discovered a nondrug and noninvasive terahertz modulation strategy capable of the long-term suppression of cancer cells by inhibiting telomerase activity. First, we found that an optimized frequency of 33 THz photon irradiation effectively inhibited the telomerase activity by molecular dynamics simulation and frequency filtering experiments. Moreover, in vitro experiments showed that telomerase activity in 4T1 and MCF-7 cells significantly decreased by 77% and 80% respectively, after 21 days of regular 33 THz irradiation. Furthermore, two kinds of cells were found to undergo aging, apoptosis, and DNA double-strand breaks caused by telomere crisis, which seriously affected the survival of cancer cells. In addition, the tumorigenicity of 4T1 cells irradiated with 33 THz waves for 21 days in in vivo mice decreased by 70%. In summary, this study demonstrates the potential application of THz modulation in nano therapy for cancer.
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Affiliation(s)
- Junkai Yin
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
| | - Kaijie Wu
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
| | - Yun Yu
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
- School of Life Science and Technology and Frontier Institute of Science and Technology, Xi'an Jiaotong University, Xi'an 710049, China
| | - Yuan Zhong
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
- Department of Engineering Physics, Tsinghua University, Beijing 100084, China
| | - Zihua Song
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
| | - Chao Chang
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
- School of Physics, Peking University, Beijing 100081, China
| | - Guozhi Liu
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
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20
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Wu K, He Y, Chen K, Cui M, Yang Z, Yuan Y, Tian Y, Peng W. Enhancement of K + channel permeation by selective terahertz excitation. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2024; 305:123538. [PMID: 37866260 DOI: 10.1016/j.saa.2023.123538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 10/12/2023] [Accepted: 10/14/2023] [Indexed: 10/24/2023]
Abstract
The optical excitation effects offer an opportunity to gain insights into the structure and the function of K+ channel, contributing to the prediction of possible targets for drug design and precision therapy. Although there has been increasing research attention on the modulation of ion permeation in K+ channel by terahertz electromagnetic (THz-EM) stimuli, little exploration has been conducted regarding the dependence of ion permeation on frequencies. By using two-dimensional (2D) infrared excitation spectrum calculation for the K+ channel, we have discovered that the frequency of 53.60 THz serves as an optimal excitation modulation mode. This mode leads to an almost twofold enhancement in the rate of K+ ion permeation and a tenfold increase in selectivity efficiency. These improvements can be attributed to the coupling mode matching of the excited properties of CO groups in the K+ channel. Our findings propose a promising application of terahertz technology to improve the performance of ion channels, nanomembrane sieves, nanodevices, as well as neural therapy.
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Affiliation(s)
- Kaijie Wu
- Cross Research Center of Frontier Technology, National Institute of Science and Technology Innovation for National Defense, Beijing 100071, China; Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
| | - Yong He
- School of Electronics, Peking University, Beijing 100081, China.
| | - Kun Chen
- Department of Anatomy, Histology and Embryology and K.K. Leung Brain Research Centre, School of Basic Medicine, Air Force Medical University, Xi'an 710032, China
| | - Mengda Cui
- Cross Research Center of Frontier Technology, National Institute of Science and Technology Innovation for National Defense, Beijing 100071, China
| | - Zhikai Yang
- Cross Research Center of Frontier Technology, National Institute of Science and Technology Innovation for National Defense, Beijing 100071, China
| | - Yifang Yuan
- Cross Research Center of Frontier Technology, National Institute of Science and Technology Innovation for National Defense, Beijing 100071, China
| | - Yuchen Tian
- Department of Biochemistry and Molecular Biology, School of Basic Medicine, Air Force Medical University, Xi'an 710032, China
| | - Wenyu Peng
- Department of Biochemistry and Molecular Biology, School of Basic Medicine, Air Force Medical University, Xi'an 710032, China.
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21
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Sun Y, Zhao L, Li J, Zhang Z, Yang X, Bu X. Design and Implementation of a Highly Efficient Quasi-Cyclic Low-Density Parity-Check Transceiving System Using an Overlapping Decoder. SENSORS (BASEL, SWITZERLAND) 2023; 23:7828. [PMID: 37765885 PMCID: PMC10536057 DOI: 10.3390/s23187828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 09/02/2023] [Accepted: 09/06/2023] [Indexed: 09/29/2023]
Abstract
The traditional LDPC encoding and decoding system is characterized by low throughput and high resource consumption, making it unsuitable for use in cost-efficient, energy-saving sensor networks. Aiming to optimize coding complexity and throughput, this paper proposes a combined design of a novel LDPC code structure and the corresponding overlapping decoding strategies. With regard to structure of LDPC code, a CCSDS-like quasi-cyclic parity check matrix (PCM) with uniform distribution of submatrices is constructed to maximize overlap depth and adapt the parallel decoding. In terms of reception decoding strategies, we use a modified 2-bit Min-Sum algorithm (MSA) that achieves a coding gain of 5 dB at a bit error rate of 10-6 compared to an uncoded BPSK, further mitigating resource consumption, and which only incurs a slight loss compared to the standard MSA. Moreover, a shift-register-based memory scheduling strategy is presented to fully utilize the quasi-cyclic characteristic and shorten the read/write latency. With proper overlap scheduling, the time consumption can be reduced by one third per iteration compared to the non-overlap algorithm. Simulation and implementation results demonstrate that our decoder can achieve a throughput up to 7.76 Gbps at a frequency of 156.25 MHz operating eight iterations, with a two-thirds resource consumption saving.
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Affiliation(s)
- Yuxuan Sun
- School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China; (Y.S.); (L.Z.); (X.B.)
| | - Liangbin Zhao
- School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China; (Y.S.); (L.Z.); (X.B.)
| | - Jianguo Li
- School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing 100081, China
| | - Ziyi Zhang
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China;
| | - Xiao Yang
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China;
| | - Xiangyuan Bu
- School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China; (Y.S.); (L.Z.); (X.B.)
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22
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Lan F, Wang L, Zeng H, Liang S, Song T, Liu W, Mazumder P, Yang Z, Zhang Y, Mittleman DM. Real-time programmable metasurface for terahertz multifunctional wave front engineering. LIGHT, SCIENCE & APPLICATIONS 2023; 12:191. [PMID: 37550383 PMCID: PMC10406829 DOI: 10.1038/s41377-023-01228-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 07/03/2023] [Accepted: 07/11/2023] [Indexed: 08/09/2023]
Abstract
Terahertz (THz) technologies have become a focus of research in recent years due to their prominent role in envisioned future communication and sensing systems. One of the key challenges facing the field is the need for tools to enable agile engineering of THz wave fronts. Here, we describe a reconfigurable metasurface based on GaN technology with an array-of-subarrays architecture. This subwavelength-spaced array, under the control of a 1-bit digital coding sequence, can switch between an enormous range of possible configurations, providing facile access to nearly arbitrary wave front control for signals near 0.34 THz. We demonstrate wide-angle beam scanning with 1° of angular precision over 70 GHz of bandwidth, as well as the generation of multi-beam and diffuse wave fronts, with a switching speed up to 100 MHz. This device, offering the ability to rapidly reconfigure a propagating wave front for beam-forming or diffusively scattered wide-angle coverage of a scene, will open new realms of possibilities in sensing, imaging, and networking.
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Affiliation(s)
- Feng Lan
- Sichuan THz Communication Technology Engineering Research Center, School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, 611731, China
- Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China, Huzhou, 313000, China
- Zhangjiang Laboratory, Shanghai, 201204, China
| | - Luyang Wang
- Sichuan THz Communication Technology Engineering Research Center, School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Hongxin Zeng
- Sichuan THz Communication Technology Engineering Research Center, School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, 611731, China.
| | - Shixiong Liang
- National Key Laboratory of Solid-State Microwave Devices and Circuits, Hebei Semiconductor Research Institute, Shijiazhuang, 050051, China
| | - Tianyang Song
- Sichuan THz Communication Technology Engineering Research Center, School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, 611731, China
| | - Wenxin Liu
- Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, 100094, China
- University of Chinese Academy of Sciences, School of Electronic, Electrical and Communication Engineering, Beijing, 101408, China
| | - Pinaki Mazumder
- Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Ziqiang Yang
- Sichuan THz Communication Technology Engineering Research Center, School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, 611731, China
- Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China, Huzhou, 313000, China
- Zhangjiang Laboratory, Shanghai, 201204, China
| | - Yaxin Zhang
- Sichuan THz Communication Technology Engineering Research Center, School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, 611731, China.
- Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China, Huzhou, 313000, China.
- Zhangjiang Laboratory, Shanghai, 201204, China.
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23
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Sun Z, Wu X, Tao R, Zhang T, Liu X, Wang J, Wan H, Zheng S, Zhao X, Zhang Z, Yang P. Prediction of IDH mutation status of glioma based on terahertz spectral data. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2023; 295:122629. [PMID: 36958244 DOI: 10.1016/j.saa.2023.122629] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 02/07/2023] [Accepted: 03/12/2023] [Indexed: 06/18/2023]
Abstract
Gliomas are the most common type of primary tumor in the central nervous system in adults. Isocitrate dehydrogenase (IDH) mutation status is an important molecular biomarker for adult diffuse gliomas. In this study, we were aiming to predict IDH mutation status based on terahertz time-domain spectroscopy technology. Ninety-two frozen sections of glioma tissue from nine patients were included, and terahertz spectroscopy data were obtained. Through Least Absolute Shrinkage and Selection Operator (LASSO), Principal component analysis (PCA), and Random forest (RF) algorithms, a predictive model for predicting IDH mutation status in gliomas was established based on the terahertz spectroscopy dataset with an AUC of 0.844. These results indicate that gliomas with different IDH mutation status have different terahertz spectral features, and the use of terahertz spectroscopy can establish a predictive model of IDH mutation status, providing a new way for glioma research.
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Affiliation(s)
- Zhiyan Sun
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Xianhao Wu
- School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China
| | - Rui Tao
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Tianyao Zhang
- School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China; Beijing Engineering Research Center of Industrial Spectrum Imaging, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China
| | - Xing Liu
- Department of Pathology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jiangfei Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Haibin Wan
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Shaowen Zheng
- School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China
| | - Xiaoyan Zhao
- School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China; Shunde Innovation School, University of Science and Technology Beijing, Foshan, China.
| | - Zhaohui Zhang
- School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China; Beijing Engineering Research Center of Industrial Spectrum Imaging, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China.
| | - Pei Yang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
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24
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Wang C, Xu HX, Hu G, Liu Y, Liu T, Wang K, Zhang F, Xu S, Xu J, Pang Z. Full-space spin-decoupled versatile wavefront manipulations using non-interleaved metasurface. NANOPHOTONICS (BERLIN, GERMANY) 2023; 12:3149-3158. [PMID: 39635044 PMCID: PMC11501214 DOI: 10.1515/nanoph-2023-0171] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 06/06/2023] [Indexed: 12/07/2024]
Abstract
Achieving multifunctional wavefront manipulations of waves with a flat and thin plate is pivotal for high-capacity communications, which however is also challenging. A multi-layer metasurface with suppressed mode crosstalk provides an efficient recipe primarily for circular polarization, but all multiple functionalities still are confined to locked spin states and modes. Here, a multifunctional metasurface with spin-decoupled full-space wavefront control is reported by multiplexing both linear momentum and frequency degree of freedom. We employed vertically cascaded quadrangular patches and crossbars to integrate both geometric and dynamic phases and realized four channels between two spin states and two frequencies in distinct scattering modes (transmission and reflection). For verification, a proof-of-concept metadevice with four-port wavefront manipulations is experimentally demonstrated, exhibiting distinct functionalities including spin- and frequency-dependent focusing, quad-beam radiation, anomalous reflections, and Bessel beam generation. Our finding of full-space spin-decoupled metasurfaces would be important for high-capacity communications, multifunctional radar detections, and other applications.
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Affiliation(s)
- Chaohui Wang
- Air and Missile Defense College, Air Force Engineering University, Xi’an710051, China
| | - He-Xiu Xu
- Air and Missile Defense College, Air Force Engineering University, Xi’an710051, China
| | - Guangwei Hu
- School of Electrical & Electronic Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
| | - Yi Liu
- School of Electrical & Electronic Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
| | - Tong Liu
- Air and Missile Defense College, Air Force Engineering University, Xi’an710051, China
| | - Kun Wang
- Air and Missile Defense College, Air Force Engineering University, Xi’an710051, China
| | - Fan Zhang
- Air and Missile Defense College, Air Force Engineering University, Xi’an710051, China
| | - Shuo Xu
- Air and Missile Defense College, Air Force Engineering University, Xi’an710051, China
| | - Jian Xu
- Air and Missile Defense College, Air Force Engineering University, Xi’an710051, China
| | - Zhichao Pang
- Air and Missile Defense College, Air Force Engineering University, Xi’an710051, China
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25
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Wang Q, Chen Y, Mao J, Yang F, Wang N. Metasurface-Assisted Terahertz Sensing. SENSORS (BASEL, SWITZERLAND) 2023; 23:5902. [PMID: 37447747 DOI: 10.3390/s23135902] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 06/20/2023] [Accepted: 06/22/2023] [Indexed: 07/15/2023]
Abstract
Terahertz (THz) waves, which fall between microwaves and infrared bands, possess intriguing electromagnetic properties of non-ionizing radiation, low photon energy, being highly sensitive to weak resonances, and non-polar material penetrability. Therefore, THz waves are extremely suitable for sensing and detecting chemical, pharmaceutical, and biological molecules. However, the relatively long wavelength of THz waves (30~3000 μm) compared to the size of analytes (1~100 nm for biomolecules, <10 μm for microorganisms) constrains the development of THz-based sensors. To circumvent this problem, metasurface technology, by engineering subwavelength periodic resonators, has gained a great deal of attention to enhance the resonance response of THz waves. Those metasurface-based THz sensors exhibit high sensitivity for label-free sensing, making them appealing for a variety of applications in security, medical applications, and detection. The performance of metasurface-based THz sensors is controlled by geometric structure and material parameters. The operating mechanism is divided into two main categories, passive and active. To have a profound understanding of these metasurface-assisted THz sensing technologies, we review and categorize those THz sensors, based on their operating mechanisms, including resonators for frequency shift sensing, nanogaps for enhanced field confinement, chirality for handedness detection, and active elements (such as graphene and MEMS) for advanced tunable sensing. This comprehensive review can serve as a guideline for future metasurfaces design to assist THz sensing and detection.
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Affiliation(s)
- Qian Wang
- School of Microelectronics, Shanghai University, Shanghai 200000, China
| | - Yuzi Chen
- School of Microelectronics, Shanghai University, Shanghai 200000, China
| | - Jinxian Mao
- School of Microelectronics, Shanghai University, Shanghai 200000, China
| | - Fengyuan Yang
- School of Microelectronics, Shanghai University, Shanghai 200000, China
- Shanghai Key Laboratory of Chips and Systems for Intelligent Connected Vehicle, Shanghai University, Shanghai 200000, China
| | - Nan Wang
- School of Microelectronics, Shanghai University, Shanghai 200000, China
- Shanghai Key Laboratory of Chips and Systems for Intelligent Connected Vehicle, Shanghai University, Shanghai 200000, China
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26
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Li W, Ma Q, Liu C, Zhang Y, Wu X, Wang J, Gao S, Qiu T, Liu T, Xiao Q, Wei J, Gu TT, Zhou Z, Li F, Cheng Q, Li L, Tang W, Cui TJ. Intelligent metasurface system for automatic tracking of moving targets and wireless communications based on computer vision. Nat Commun 2023; 14:989. [PMID: 36813789 PMCID: PMC9947232 DOI: 10.1038/s41467-023-36645-3] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 02/08/2023] [Indexed: 02/24/2023] Open
Abstract
The fifth-generation (5G) wireless communication has an urgent need for target tracking. Digital programmable metasurface (DPM) may offer an intelligent and efficient solution owing to its powerful and flexible controls of electromagnetic waves and advantages of lower cost, less complexity and smaller size than the traditional antenna array. Here, we report an intelligent metasurface system to perform target tracking and wireless communications, in which computer vision integrated with a convolutional neural network (CNN) is used to automatically detect the locations of moving targets, and the dual-polarized DPM integrated with a pre-trained artificial neural network (ANN) serves to realize the smart beam tracking and wireless communications. Three groups of experiments are conducted for demonstrating the intelligent system: detection and identification of moving targets, detection of radio-frequency signals, and real-time wireless communications. The proposed method sets the stage for an integrated implementation of target identification, radio environment tracking, and wireless communications. This strategy opens up an avenue for intelligent wireless networks and self-adaptive systems.
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Affiliation(s)
- Weihan Li
- grid.263826.b0000 0004 1761 0489State Key Laboratory of Millimeter Waves and Institute of Electromagnetic Space, Southeast University, 210096 Nanjing, China
| | - Qian Ma
- grid.263826.b0000 0004 1761 0489State Key Laboratory of Millimeter Waves and Institute of Electromagnetic Space, Southeast University, 210096 Nanjing, China
| | - Che Liu
- grid.263826.b0000 0004 1761 0489State Key Laboratory of Millimeter Waves and Institute of Electromagnetic Space, Southeast University, 210096 Nanjing, China
| | - Yunfeng Zhang
- grid.263826.b0000 0004 1761 0489State Key Laboratory of Millimeter Waves and Institute of Electromagnetic Space, Southeast University, 210096 Nanjing, China
| | - Xianning Wu
- grid.440645.70000 0004 1800 072XShaanxi Key Laboratory of Artificially-Structured Functional Materials and Devices, Air Force Engineering University, 710051 Xi’an, China
| | - Jiawei Wang
- grid.263826.b0000 0004 1761 0489State Key Laboratory of Millimeter Waves and Institute of Electromagnetic Space, Southeast University, 210096 Nanjing, China
| | - Shizhao Gao
- grid.263826.b0000 0004 1761 0489State Key Laboratory of Millimeter Waves and Institute of Electromagnetic Space, Southeast University, 210096 Nanjing, China
| | - Tianshuo Qiu
- grid.440645.70000 0004 1800 072XShaanxi Key Laboratory of Artificially-Structured Functional Materials and Devices, Air Force Engineering University, 710051 Xi’an, China
| | - Tonghao Liu
- grid.440645.70000 0004 1800 072XShaanxi Key Laboratory of Artificially-Structured Functional Materials and Devices, Air Force Engineering University, 710051 Xi’an, China
| | - Qiang Xiao
- grid.263826.b0000 0004 1761 0489State Key Laboratory of Millimeter Waves and Institute of Electromagnetic Space, Southeast University, 210096 Nanjing, China
| | - Jiaxuan Wei
- grid.263826.b0000 0004 1761 0489State Key Laboratory of Millimeter Waves and Institute of Electromagnetic Space, Southeast University, 210096 Nanjing, China
| | - Ting Ting Gu
- grid.13402.340000 0004 1759 700XState Key Laboratory of CAD & CG, Zhejiang University, 310058 Hangzhou, China
| | - Zhize Zhou
- grid.13402.340000 0004 1759 700XState Key Laboratory of CAD & CG, Zhejiang University, 310058 Hangzhou, China
| | - Fashuai Li
- grid.13402.340000 0004 1759 700XState Key Laboratory of CAD & CG, Zhejiang University, 310058 Hangzhou, China
| | - Qiang Cheng
- grid.263826.b0000 0004 1761 0489State Key Laboratory of Millimeter Waves and Institute of Electromagnetic Space, Southeast University, 210096 Nanjing, China
| | - Lianlin Li
- grid.11135.370000 0001 2256 9319State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics, Peking University, 100871 Beijing, China
| | - Wenxuan Tang
- State Key Laboratory of Millimeter Waves and Institute of Electromagnetic Space, Southeast University, 210096, Nanjing, China.
| | - Tie Jun Cui
- State Key Laboratory of Millimeter Waves and Institute of Electromagnetic Space, Southeast University, 210096, Nanjing, China.
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27
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Xu X, Lou J, Gao M, Wu S, Fang G, Huang Y. Ultrafast Modulation of THz Waves Based on MoTe 2-Covered Metasurface. SENSORS (BASEL, SWITZERLAND) 2023; 23:1174. [PMID: 36772214 PMCID: PMC9921109 DOI: 10.3390/s23031174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 01/14/2023] [Accepted: 01/17/2023] [Indexed: 06/18/2023]
Abstract
The sixth generation (6G) communication will use the terahertz (THz) frequency band, which requires flexible regulation of THz waves. For the conventional metallic metasurface, its electromagnetic properties are hard to be changed once after being fabricated. To enrich the modulation of THz waves, we report an all-optically controlled reconfigurable electromagnetically induced transparency (EIT) effect in the hybrid metasurface integrated with a 10-nm thick MoTe2 film. The experimental results demonstrate that under the excitation of the 800 nm femtosecond laser pulse with pump fluence of 3200 μJ/cm2, the modulation depth of THz transmission amplitude at the EIT window can reach 77%. Moreover, a group delay variation up to 4.6 ps is observed to indicate an actively tunable slow light behavior. The suppression and recovery of the EIT resonance can be accomplished within sub-nanoseconds, enabling an ultrafast THz photo-switching and providing a promising candidate for the on-chip devices of the upcoming 6G communication.
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Affiliation(s)
- Xing Xu
- Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
- Key Laboratory of Electromagnetic Radiation and Sensing Technology, Chinese Academy of Sciences, Beijing 100190, China
- School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jing Lou
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
| | - Mingxin Gao
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
| | - Shiyou Wu
- Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China
- Key Laboratory of Electromagnetic Radiation and Sensing Technology, Chinese Academy of Sciences, Beijing 100190, China
- School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Guangyou Fang
- Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China
- Key Laboratory of Electromagnetic Radiation and Sensing Technology, Chinese Academy of Sciences, Beijing 100190, China
- School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yindong Huang
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China
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28
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Zhang G, Wang Y, Qian J, Wang Y, Li X, Lü J. Terahertz refractive phenotype of living cells. Front Bioeng Biotechnol 2023; 10:1105249. [PMID: 36704312 PMCID: PMC9871359 DOI: 10.3389/fbioe.2022.1105249] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 12/28/2022] [Indexed: 01/11/2023] Open
Abstract
Cellular refractive index is a vital phenotypic parameter for understanding the cell functional activities. So far, there remains technical challenges to obtain refractive index of viable cells at the terahertz frequency in which contains rich information closely related to their physiological status. Here we introduce a label-free optical platform for interrogating cellular phenotypes to measure the refractive index of living cells in near-physiological environments by using terahertz spectroscopy with the combination of cellular encapsulation in a confined solution droplet. The key technical feature with cells encapsulated in aqueous droplets allows for keeping cellular viability while eliminating the strong adsorption of solvent water to terahertz signal. The obtained high signal-to-noise ratio enables to differentiate different cell types (e.g., E. coli, stem cell and cancer cell) and their states under stress conditions. The integrating of terahertz spectroscopy to droplet microfluidic further realizes automated and high-through sample preparation and detection, providing a practical toolkit for potential application in cellular health evaluation and phenotypic drug discovery.
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Affiliation(s)
- Guangxu Zhang
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai, China
- Jinan Microecological Biomedicine Shandong Laboratory, Jinan, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yadi Wang
- Jinan Microecological Biomedicine Shandong Laboratory, Jinan, China
- School of Pharmacy, Binzhou Medical University, Yantai, China
| | - Jiang Qian
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai, China
- Jinan Microecological Biomedicine Shandong Laboratory, Jinan, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yue Wang
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai, China
- Jinan Microecological Biomedicine Shandong Laboratory, Jinan, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Xueling Li
- Jinan Microecological Biomedicine Shandong Laboratory, Jinan, China
- Shanghai University of Medicine and Health Sciences, Shanghai, China
| | - Junhong Lü
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai, China
- Jinan Microecological Biomedicine Shandong Laboratory, Jinan, China
- School of Pharmacy, Binzhou Medical University, Yantai, China
- Shanghai University of Medicine and Health Sciences, Shanghai, China
- Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China
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29
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Ma Z, Jiao Y, Zhang C, Lou J, Zhao P, Zhang B, Wang Y, Yu Y, Sun W, Yan Y, Yang X, Sun L, Wang R, Chang C, Li X, Du X. Identification and quantitative detection of two pathogenic bacteria based on a terahertz metasensor. NANOSCALE 2023; 15:515-521. [PMID: 36519408 DOI: 10.1039/d2nr05038b] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Bacterial infection can cause a series of diseases and play a vital role in medical care. Therefore, early diagnosis of pathogenic bacteria is crucial for effective treatment and the prevention of further infection. However, restricted by the current technology, bacterial detection is usually time-consuming and laborious and the samples need tedious processing even to be tested. Herein, we present a terahertz metasensor based on the coupling of electrical and toroidal dipoles to achieve rapid, non-destructive, label-free identification and highly sensitive quantitative detection of the two most common pathogenic bacteria. The reinforcement of the toroidal dipole significantly boosts the light-matter interactions around the surface of the microstructure, and thus the sensitivity and Q factor of the designed metasensor reach as high as 378 GHz per refractive index unit (RIU) and 21.28, respectively. Combined with the aforementioned advantages, the proposed metasensor successfully identified Escherichia coli and Staphylococcus aureus and quantitatively detected four concentrations with the lowest detectable concentration being ∼104 cfu mL-1 in the experiment. This work naturally enriches the research on THz metasensors based on the interference mechanism and inspires more innovations to facilitate the development of biosensing applications.
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Affiliation(s)
- Zhaofu Ma
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing 100853, China.
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China.
| | - Yanan Jiao
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing 100853, China.
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China.
| | - Chiben Zhang
- Air and Missile Defense College, Air Force Engineering University, Xi'an 710051, China
| | - Jing Lou
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China.
- Air and Missile Defense College, Air Force Engineering University, Xi'an 710051, China
| | - Pengyue Zhao
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing 100853, China.
| | - Bin Zhang
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing 100853, China.
| | - Yujia Wang
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing 100853, China.
| | - Ying Yu
- Air and Missile Defense College, Air Force Engineering University, Xi'an 710051, China
| | - Wen Sun
- Department of Anesthesiology, The Second Affiliated Hospital, Tianjin University of Traditional Chinese Medicine, Tianjin 300250, China
| | - Yang Yan
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing 100853, China.
| | - Xingpeng Yang
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing 100853, China.
| | - Lang Sun
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China.
| | - Ride Wang
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China.
| | - Chao Chang
- Innovation Laboratory of Terahertz Biophysics, National Innovation Institute of Defense Technology, Beijing 100071, China.
| | - Xiru Li
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing 100853, China.
| | - Xiaohui Du
- Department of General Surgery, First Medical Center, Chinese PLA General Hospital, Beijing 100853, China.
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30
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Shi H, Li T, Liu Z, Zhao J, Qi F. Early detection of gastric cancer via high-resolution terahertz imaging system. Front Bioeng Biotechnol 2022; 10:1052069. [PMID: 36588946 PMCID: PMC9794757 DOI: 10.3389/fbioe.2022.1052069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 11/28/2022] [Indexed: 12/15/2022] Open
Abstract
Terahertz (THz) wave has demonstrated a good prospect in recent years, but the resolution is still one of the problems that restrict the application of THz technology in medical imaging. Paraffin-embedded samples are mostly used in THz medical imaging studies, which are thicker and significantly different from the current gold standard slice pathological examination in sample preparation. In addition, THz absorption in different layers of normal and cancerous tissues also remains to be further explored. In this study, we constructed a high-resolution THz imaging system to scan non-tumorous adjacent tissue slices and gastric cancer (GC) tissue slices. In this system, a THz quantum cascade laser emitted a pulsed 3 THz signal and the transmitted THz wave was received by a THz detector implemented in a 65 nm CMOS process. The slice thickness was only 20 μm, which was close to that of the medical pathology examination. We successfully found THz transmittance differences between different layers of normal gastric tissues based on THz images, and the resolution could reach 60 μm for the first time. The results indicated that submucosa had a lower THz transmittance than that of mucosa and muscular layer in non-tumorous adjacent tissue. However, in GC tissue, THz transmittance of mucosa and submucosa was similar, caused by the decreased transmittance of mucosa, where the cancer occurs. Therefore, we suppose that the similar terahertz transmittance between gastric mucosa and submucosa may indicate the appearance of cancerization. The images obtained from our THz imaging system were clearer than those observed with naked eyes, and can be directly compared with microscopic images. This is the first application of THz imaging technology to identify non-tumorous adjacent tissue and GC tissue based on the difference in THz wave absorption between different layers in the tissue. Our present work not only demonstrated the potential of THz imaging to promote early diagnosis of GC, but also suggested a new direction for the identification of normal and cancerous tissues by analyzing differences in THz transmittance between different layers of tissue.
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Affiliation(s)
- Han Shi
- Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
- Department of Surgical Oncology and General Surgery, the First Hospital of China Medical University, Shenyang, China
- Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors (China Medical University), Ministry of Education, Shenyang, China
| | - Tenghui Li
- Department of Surgical Oncology and General Surgery, the First Hospital of China Medical University, Shenyang, China
- Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors (China Medical University), Ministry of Education, Shenyang, China
| | - Zhaoyang Liu
- Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
- Key Laboratory of Terahertz Imaging and Sensing, Liaoning Province, Shenyang, China
| | - Junhua Zhao
- Department of Surgical Oncology and General Surgery, the First Hospital of China Medical University, Shenyang, China
- Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors (China Medical University), Ministry of Education, Shenyang, China
| | - Feng Qi
- Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
- Key Laboratory of Terahertz Imaging and Sensing, Liaoning Province, Shenyang, China
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