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Xie Q, Wu Y, Zhang H, Liu Q, He Y, Manners I, Guo J. Hydrogen-bonded supramolecular biohybrid frameworks for protein biomineralization constructed from natural phenolic building blocks. J Mater Chem B 2024; 12:10624-10634. [PMID: 39310922 DOI: 10.1039/d4tb01680g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2024]
Abstract
Hydrogen bond-mediated supramolecular crystalline materials, such as hydrogen-bonded organic frameworks, offer a promising strategy for protein biomineralization, yet the intricate design and multi-step synthesis of specific orthogonal units in molecular building blocks pose a significant synthetic challenge. Identifying new classes of natural building blocks capable of facilitating supramolecular framework construction while enabling stable protein binding has remained an elusive goal. Here, we introduce a versatile assembly strategy enabling the organization of diverse proteins and phenolic building blocks into highly crystalline hydrogen-bonded supramolecular phenolic frameworks (ProteinX@SPF). The natural ellagic acid (EA) exhibits a centrosymmetric structure with catechol groups on each molecular side, facilitating hydrogen bonding with protein amino acid residues for primary nucleation. Subsequently, EA self-assembles into ProteinX@SPF through hydrogen bonding and π-π interactions. The multiple hydrogen-bonding interactions impart structural rigidity and directional integrity, conferring ProteinX@SPF biohybrids with remarkable resistance to harsh conditions while preserving protein bioactivity. Additionally, the supramolecular stacking induced by π-π interactions endows ProteinX@SPF with long-range ordered nanochannels, which can serve as the gating to sieve the catalytic substrate and thus enhance the biocatalytic specificity. This work sheds light on biomineralization with natural building blocks for functional biohybrids, showing enormous potential in biocatalysis, sensing, and nanomedicine.
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Affiliation(s)
- Qiuping Xie
- BMI Center for Biomass Materials and Nanointerfaces, College of Biomass Science and Engineering, Sichuan University, Chengdu, Sichuan, 610065, China.
- National Engineering Laboratory for Clean Technology of Leather Manufacture, Sichuan University, Chengdu, Sichuan 610065, China
| | - Yue Wu
- BMI Center for Biomass Materials and Nanointerfaces, College of Biomass Science and Engineering, Sichuan University, Chengdu, Sichuan, 610065, China.
- National Engineering Laboratory for Clean Technology of Leather Manufacture, Sichuan University, Chengdu, Sichuan 610065, China
| | - Haojie Zhang
- BMI Center for Biomass Materials and Nanointerfaces, College of Biomass Science and Engineering, Sichuan University, Chengdu, Sichuan, 610065, China.
- National Engineering Laboratory for Clean Technology of Leather Manufacture, Sichuan University, Chengdu, Sichuan 610065, China
| | - Qinling Liu
- BMI Center for Biomass Materials and Nanointerfaces, College of Biomass Science and Engineering, Sichuan University, Chengdu, Sichuan, 610065, China.
- Tea Refining and Innovation Key Laboratory of Sichuan Province, College of Horticulture, Sichuan Agricultural University, Chengdu, Sichuan 611130, China
| | - Yunxiang He
- BMI Center for Biomass Materials and Nanointerfaces, College of Biomass Science and Engineering, Sichuan University, Chengdu, Sichuan, 610065, China.
- National Engineering Laboratory for Clean Technology of Leather Manufacture, Sichuan University, Chengdu, Sichuan 610065, China
| | - Ian Manners
- Department of Chemistry, University of Victoria, Victoria, BC V8W 3V6, Canada
| | - Junling Guo
- BMI Center for Biomass Materials and Nanointerfaces, College of Biomass Science and Engineering, Sichuan University, Chengdu, Sichuan, 610065, China.
- National Engineering Laboratory for Clean Technology of Leather Manufacture, Sichuan University, Chengdu, Sichuan 610065, China
- State Key Laboratory of Polymer Materials Engineering, Sichuan University, Chengdu, Sichuan 610065, China
- Bioproducts Institute, Department of Chemical and Biological Engineering, The University of British Columbia, Vancouver, BC V6T 1Z4, Canada.
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2
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Dely H, Joharifar M, Durupt L, Ostrovskis A, Schatz R, Bonazzi T, Maisons G, Gacemi D, Salgals T, Zhang L, Spolitis S, Sun YT, Bobrovs V, Yu X, Sagnes I, Pantzas K, Vasanelli A, Ozolins O, Pang X, Sirtori C. Unipolar quantum optoelectronics for high speed direct modulation and transmission in 8-14 µm atmospheric window. Nat Commun 2024; 15:8040. [PMID: 39271663 PMCID: PMC11399236 DOI: 10.1038/s41467-024-52053-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 08/21/2024] [Indexed: 09/15/2024] Open
Abstract
The large mid-infrared (MIR) spectral region, ranging from 2.5 µm to 25 µm, has remained under-exploited in the electromagnetic spectrum, primarily due to the absence of viable transceiver technologies. Notably, the 8-14 µm long-wave infrared (LWIR) atmospheric transmission window is particularly suitable for free-space optical (FSO) communication, owing to its combination of low atmospheric propagation loss and relatively high resilience to turbulence and other atmospheric disturbances. Here, we demonstrate a direct modulation and direct detection LWIR FSO communication system at 9.1 µm wavelength based on unipolar quantum optoelectronic devices with a unprecedented net bitrate exceeding 55 Gbit s-1. A directly modulated distributed feedback quantum cascade laser (DFB-QCL) with high modulation efficiency and improved RF-design was used as a transmitter while two high speed detectors utilizing meta-materials to enhance their responsivity are employed as receivers; a quantum cascade detector (QCD) and a quantum-well infrared photodetector (QWIP). We investigate system tradeoffs and constraints, and indicate pathways forward for this technology beyond 100 Gbit s-1 communication.
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Affiliation(s)
- Hamza Dely
- Laboratoire de Physique de l'ENS, Département de Physique, École Normale Supérieure, Université PSL, Sorbonne Université, Université Paris Cité, CNRS, 75005, Paris, France.
| | - Mahdieh Joharifar
- Department of Applied Physics, KTH Royal Institute of Technology, 106 91, Stockholm, Sweden
| | | | - Armands Ostrovskis
- Institute of Telecommunications, Riga Technical University, 1048, Riga, Latvia
| | - Richard Schatz
- Department of Applied Physics, KTH Royal Institute of Technology, 106 91, Stockholm, Sweden
| | - Thomas Bonazzi
- Laboratoire de Physique de l'ENS, Département de Physique, École Normale Supérieure, Université PSL, Sorbonne Université, Université Paris Cité, CNRS, 75005, Paris, France
| | | | - Djamal Gacemi
- Laboratoire de Physique de l'ENS, Département de Physique, École Normale Supérieure, Université PSL, Sorbonne Université, Université Paris Cité, CNRS, 75005, Paris, France
| | - Toms Salgals
- Institute of Telecommunications, Riga Technical University, 1048, Riga, Latvia
| | - Lu Zhang
- College of Information Science and Electrical Engineering, Zhejiang University, Hangzhou, 310027, China
| | - Sandis Spolitis
- Institute of Telecommunications, Riga Technical University, 1048, Riga, Latvia
| | - Yan-Ting Sun
- Department of Applied Physics, KTH Royal Institute of Technology, 106 91, Stockholm, Sweden
| | - Vjačeslavs Bobrovs
- Institute of Telecommunications, Riga Technical University, 1048, Riga, Latvia
| | - Xianbin Yu
- College of Information Science and Electrical Engineering, Zhejiang University, Hangzhou, 310027, China
| | - Isabelle Sagnes
- Université Paris-Saclay, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120, Palaiseau, France
| | - Konstantinos Pantzas
- Université Paris-Saclay, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120, Palaiseau, France
| | - Angela Vasanelli
- Laboratoire de Physique de l'ENS, Département de Physique, École Normale Supérieure, Université PSL, Sorbonne Université, Université Paris Cité, CNRS, 75005, Paris, France
| | - Oskars Ozolins
- Department of Applied Physics, KTH Royal Institute of Technology, 106 91, Stockholm, Sweden
- Institute of Telecommunications, Riga Technical University, 1048, Riga, Latvia
- RISE Research Institutes of Sweden, 164 40, Kista, Sweden
| | - Xiaodan Pang
- Department of Applied Physics, KTH Royal Institute of Technology, 106 91, Stockholm, Sweden.
- Institute of Telecommunications, Riga Technical University, 1048, Riga, Latvia.
- RISE Research Institutes of Sweden, 164 40, Kista, Sweden.
| | - Carlo Sirtori
- Laboratoire de Physique de l'ENS, Département de Physique, École Normale Supérieure, Université PSL, Sorbonne Université, Université Paris Cité, CNRS, 75005, Paris, France.
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3
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Ho RJ, Yeh K, Liu YT, Bhargava R. Sensitive Discrete Frequency Mid-Infrared Absorption Spectroscopy Using Digitally Referenced Detection. Anal Chem 2024; 96:8990-8998. [PMID: 38771296 DOI: 10.1021/acs.analchem.4c00134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
Broadly tunable mid-infrared (IR) lasers, including quantum cascade lasers (QCL), are an asset for vibrational spectroscopy wherein high-intensity, coherent illumination can target specific spectral bands for rapid, direct chemical detection with microscopic localization. These emerging spectrometers are capable of high measurement throughputs with large detector signals from the high-intensity lasers and fast detection speeds as short as a single laser pulse, challenging the decades old benchmarks of Fourier transform infrared spectroscopy. However, noise in QCL emissions limits the feasible acquisition time for high signal-to-noise ratio (SNR) data. Here, we present an implementation that is broadly compatible with many laser-based spectrometer and microscope designs to address these limitations by leveraging high-speed digitizers and dual detectors to digitally reference each pulse individually. Digitally referenced detection (DRD) is shown to improve measurement sensitivity, with broad spectral indifference, regardless of imbalance due to dissimilarities among system designs or component manufacturers. We incorporated DRD into existing instruments and demonstrated its generalizability: a spectrometer with a 10-fold reduction in spectral noise, a microscope with reduced pixel dwell times to as low as 1 pulse while maintaining SNR normally achieved when operating 8-fold slower, and finally, a spectrometer to measure vibrational circular dichroism (VCD) with a ∼ 4-fold reduction in scan times. The approach not only proves versatile and effective but can also be tailored for specific applications with minimal hardware changes, positioning it as a simple and promising module for spectrometer designs using lasers.
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Affiliation(s)
- Ruo-Jing Ho
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Kevin Yeh
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Yen-Ting Liu
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Rohit Bhargava
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
- Department of Chemical and Biomolecular Engineering, Department of Chemistry, Department of Mechanical Science and Engineering, and Cancer Center at Illinois, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
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Marschick G, Pelini J, Gabbrielli T, Cappelli F, Weih R, Knötig H, Koeth J, Höfling S, De Natale P, Strasser G, Borri S, Hinkov B. Mid-infrared Ring Interband Cascade Laser: Operation at the Standard Quantum Limit. ACS PHOTONICS 2024; 11:395-403. [PMID: 38405392 PMCID: PMC10885206 DOI: 10.1021/acsphotonics.3c01159] [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: 08/14/2023] [Revised: 12/26/2023] [Accepted: 12/27/2023] [Indexed: 02/27/2024]
Abstract
Many precision applications in the mid-infrared spectral range have strong constraints based on quantum effects that are expressed in particular noise characteristics. They limit, e.g., sensitivity and resolution of mid-infrared imaging and spectroscopic systems as well as the bit-error rate in optical free-space communication. Interband cascade lasers (ICLs) are a class of mid-infrared lasers exploiting interband transitions in type-II band alignment geometry. They are currently gaining significant importance for mid-infrared applications from < 3 to > 6 μm wavelength, enabled by novel types of high-performance ICLs such as ring-cavity devices. Their noise behavior is an important feature that still needs to be thoroughly analyzed, including its potential reduction with respect to the shot-noise limit. In this work, we provide a comprehensive characterization of λ = 3.8 μm-emitting, continuous-wave ring ICLs operating at room temperature. It is based on an in-depth study of their main physical intensity noise features such as their bias-dependent intensity noise power spectral density and relative intensity noise. We obtained shot-noise-limited statistics for Fourier frequencies above 100 kHz. This is an important result for precision applications, e.g., interferometry or advanced spectroscopy, which benefit from exploiting the advantage of using such a shot-noise-limited source, enhancing the setup sensitivity. Moreover, it is an important feature for novel quantum optics schemes, including testing specific light states below the shot-noise level, such as squeezed states.
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Affiliation(s)
- Georg Marschick
- TU
Wien—Institute of Solid State Electronics & Center for
Micro- and Nanostructures, Gußhausstraße 25-25a, Vienna 1040, Austria
| | - Jacopo Pelini
- University
of Naples Federico II, Corso Umberto I 40, Napoli 80138, Italy
- CNR-INO—Istituto
Nazionale di Ottica, Largo Fermi, 6, Firenze, FI 50125, Italy
| | - Tecla Gabbrielli
- CNR-INO—Istituto
Nazionale di Ottica, Via Carrara, 1, Sesto Fiorentino, Florence 50019, Italy
- LENS—European
Laboratory for Non-Linear Spectroscopy, Via Carrara, 1, Sesto Fiorentino, Florence 50019, Italy
| | - Francesco Cappelli
- CNR-INO—Istituto
Nazionale di Ottica, Via Carrara, 1, Sesto Fiorentino, Florence 50019, Italy
- LENS—European
Laboratory for Non-Linear Spectroscopy, Via Carrara, 1, Sesto Fiorentino, Florence 50019, Italy
| | - Robert Weih
- nanoplus
Nanosystems and Technologies GmbH, Oberer Kirschberg 4, Gerbrunn 97218, Germany
| | - Hedwig Knötig
- TU
Wien—Institute of Solid State Electronics & Center for
Micro- and Nanostructures, Gußhausstraße 25-25a, Vienna 1040, Austria
| | - Johannes Koeth
- nanoplus
Nanosystems and Technologies GmbH, Oberer Kirschberg 4, Gerbrunn 97218, Germany
| | - Sven Höfling
- Julius-Maximilians-Universität
Würzburg—Physikalisches Institut, Lehrstuhl für Technische Physik, Am Hubland, Würzburg 97074, Germany
| | - Paolo De Natale
- CNR-INO—Istituto
Nazionale di Ottica, Largo Fermi, 6, Firenze, FI 50125, Italy
- CNR-INO—Istituto
Nazionale di Ottica, Via Carrara, 1, Sesto Fiorentino, Florence 50019, Italy
- LENS—European
Laboratory for Non-Linear Spectroscopy, Via Carrara, 1, Sesto Fiorentino, Florence 50019, Italy
- INFN—Istituto
Nazionale di Fisica Nucleare, Via Sansone, 1, Sesto Fiorentino, Florence 50019, Italy
| | - Gottfried Strasser
- TU
Wien—Institute of Solid State Electronics & Center for
Micro- and Nanostructures, Gußhausstraße 25-25a, Vienna 1040, Austria
| | - Simone Borri
- CNR-INO—Istituto
Nazionale di Ottica, Via Carrara, 1, Sesto Fiorentino, Florence 50019, Italy
- LENS—European
Laboratory for Non-Linear Spectroscopy, Via Carrara, 1, Sesto Fiorentino, Florence 50019, Italy
- INFN—Istituto
Nazionale di Fisica Nucleare, Via Sansone, 1, Sesto Fiorentino, Florence 50019, Italy
| | - Borislav Hinkov
- TU
Wien—Institute of Solid State Electronics & Center for
Micro- and Nanostructures, Gußhausstraße 25-25a, Vienna 1040, Austria
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5
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Hermann DR, Ramer G, Riedlsperger L, Lendl B. Chiral Monitoring Across Both Enantiomeric Excess and Concentration Space: Leveraging Quantum Cascade Lasers for Sensitive Vibrational Circular Dichroism Spectroscopy. APPLIED SPECTROSCOPY 2023; 77:1362-1370. [PMID: 37847076 DOI: 10.1177/00037028231206186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2023]
Abstract
Recently, high-throughput quantum cascade laser-based vibrational circular dichroism (QCL-VCD) technology has reduced the measurement time for high-quality vibrational circular dichroism spectra from hours to a few minutes. This study evaluates QCL-VCD for chiral monitoring using flow-through measurement of a changing sample in a circulating loop. A balanced detection QCL-VCD system was applied to the enantiomeric pair R/S-1,1'-bi-2-naphthol in solution. Different mixtures of the two components were used to simulate a racemization process, collecting spectral data at a time resolution of 6 min, and over three concentration levels. The goal of this experimental setup was to evaluate QCL-VCD in terms of both molar and enantiomeric excess (EE) sensitivity at a time resolution relevant to chiral monitoring in chemical processes. Subsequent chemometric evaluation by partial least squares regression revealed a cross-validated prediction accuracy of 2.8% EE with a robust prediction also for the test data set (error = 3.5% EE). In addition, the data set was also treated with the least absolute shrinkage and selection operator (LASSO), which also achieved a robust prediction. Due to the operating principle of LASSO, the obtained coefficients constituted a few discrete spectral frequencies, which represent the most variance. This information can be used in the future for dedicated QCL-based instrument design, gaining a higher time resolution without sacrificing predictive capabilities.
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Affiliation(s)
- Daniel-Ralph Hermann
- Research Division of Environmental Analytics, Process Analytics and Sensors, Institute of Chemical Technologies and Analytics, TU Wien, Vienna, Austria
| | - Georg Ramer
- Research Division of Environmental Analytics, Process Analytics and Sensors, Institute of Chemical Technologies and Analytics, TU Wien, Vienna, Austria
| | - Lisa Riedlsperger
- Research Division of Environmental Analytics, Process Analytics and Sensors, Institute of Chemical Technologies and Analytics, TU Wien, Vienna, Austria
| | - Bernhard Lendl
- Research Division of Environmental Analytics, Process Analytics and Sensors, Institute of Chemical Technologies and Analytics, TU Wien, Vienna, Austria
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Fomina P, Femenias A, Hlavatsch M, Scheuermann J, Schäfer N, Freitag S, Patel N, Kohler A, Krska R, Koeth J, Mizaikoff B. A Portable Infrared Attenuated Total Reflection Spectrometer for Food Analysis. APPLIED SPECTROSCOPY 2023; 77:1073-1086. [PMID: 37525897 PMCID: PMC10478342 DOI: 10.1177/00037028231190660] [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: 02/16/2023] [Accepted: 06/11/2023] [Indexed: 08/02/2023]
Abstract
The analytical performance of a compact infrared attenuated total reflection spectrometer using a pyroelectric detector array has been evaluated and compared to a conventional laboratory Fourier transform infrared system for applications in food analysis. Analytical characteristics including sensitivity, repeatability, linearity of the calibration functions, signal-to-noise ratio, and spectral resolution have been derived for both approaches. Representative analytes of relevance in food industries (i.e., organic solvents, fatty acids, and mycotoxins) have been used for the assessment of the performance of the device and to discuss the potential of this technology in food and feed analysis.
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Affiliation(s)
- Polina Fomina
- Institute of Analytical and Bioanalytical Chemistry, Ulm University, Ulm, Germany
| | - Antoni Femenias
- Institute of Analytical and Bioanalytical Chemistry, Ulm University, Ulm, Germany
| | - Michael Hlavatsch
- Institute of Analytical and Bioanalytical Chemistry, Ulm University, Ulm, Germany
| | | | - Nicolas Schäfer
- Nanoplus Nanosystems and Technologies GmbH, Gerbrunn, Germany
| | - Stephan Freitag
- Department of Agrobiotechnology IFA-Tulln, Institute of Bioanalytics and Agro-Metabolomics, University of Natural Resources and Life Sciences Vienna, Tulln, Austria
| | - Nageshvar Patel
- Faculty of Science and Technology, Norwegian University of Life Sciences, Ås, Norway
| | - Achim Kohler
- Faculty of Science and Technology, Norwegian University of Life Sciences, Ås, Norway
| | - Rudolf Krska
- Department of Agrobiotechnology IFA-Tulln, Institute of Bioanalytics and Agro-Metabolomics, University of Natural Resources and Life Sciences Vienna, Tulln, Austria
- School of Biological Science, Institute for Global Food Security, Queen's University Belfast, Belfast, Northern Ireland
| | - Johannes Koeth
- Nanoplus Nanosystems and Technologies GmbH, Gerbrunn, Germany
| | - Boris Mizaikoff
- Institute of Analytical and Bioanalytical Chemistry, Ulm University, Ulm, Germany
- Hahn-Schickard, Ulm, Germany
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Li D, Xu C, Xie J, Lee C. Research Progress in Surface-Enhanced Infrared Absorption Spectroscopy: From Performance Optimization, Sensing Applications, to System Integration. NANOMATERIALS (BASEL, SWITZERLAND) 2023; 13:2377. [PMID: 37630962 PMCID: PMC10458771 DOI: 10.3390/nano13162377] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 08/13/2023] [Accepted: 08/17/2023] [Indexed: 08/27/2023]
Abstract
Infrared absorption spectroscopy is an effective tool for the detection and identification of molecules. However, its application is limited by the low infrared absorption cross-section of the molecule, resulting in low sensitivity and a poor signal-to-noise ratio. Surface-Enhanced Infrared Absorption (SEIRA) spectroscopy is a breakthrough technique that exploits the field-enhancing properties of periodic nanostructures to amplify the vibrational signals of trace molecules. The fascinating properties of SEIRA technology have aroused great interest, driving diverse sensing applications. In this review, we first discuss three ways for SEIRA performance optimization, including material selection, sensitivity enhancement, and bandwidth improvement. Subsequently, we discuss the potential applications of SEIRA technology in fields such as biomedicine and environmental monitoring. In recent years, we have ushered in a new era characterized by the Internet of Things, sensor networks, and wearable devices. These new demands spurred the pursuit of miniaturized and consolidated infrared spectroscopy systems and chips. In addition, the rise of machine learning has injected new vitality into SEIRA, bringing smart device design and data analysis to the foreground. The final section of this review explores the anticipated trajectory that SEIRA technology might take, highlighting future trends and possibilities.
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Affiliation(s)
- Dongxiao Li
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore 117583, Singapore; (D.L.); (C.X.); (J.X.)
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore 117608, Singapore
| | - Cheng Xu
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore 117583, Singapore; (D.L.); (C.X.); (J.X.)
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore 117608, Singapore
| | - Junsheng Xie
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore 117583, Singapore; (D.L.); (C.X.); (J.X.)
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore 117608, Singapore
| | - Chengkuo Lee
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore 117583, Singapore; (D.L.); (C.X.); (J.X.)
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore 117608, Singapore
- NUS Suzhou Research Institute (NUSRI), Suzhou 215123, China
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8
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Cinti S, Singh S, Covone G, Tonietti L, Ricciardelli A, Cordone A, Iacono R, Mazzoli A, Moracci M, Rotundi A, Giovannelli D. Reviewing the state of biosensors and lab-on-a- chip technologies: opportunities for extreme environments and space exploration. Front Microbiol 2023; 14:1215529. [PMID: 37664111 PMCID: PMC10470837 DOI: 10.3389/fmicb.2023.1215529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 07/31/2023] [Indexed: 09/05/2023] Open
Abstract
The space race is entering a new era of exploration, in which the number of robotic and human missions to various places in our solar system is rapidly increasing. Despite the recent advances in propulsion and life support technologies, there is a growing need to perform analytical measurements and laboratory experiments across diverse domains of science, while keeping low payload requirements. In this context, lab-on-a-chip nanobiosensors appear to be an emerging technology capable of revolutionizing space exploration, given their low footprint, high accuracy, and low payload requirements. To date, only some approaches for monitoring astronaut health in spacecraft environments have been reported. Although non-invasive molecular diagnostics, like lab-on-a-chip technology, are expected to improve the quality of long-term space missions, their application to monitor microbiological and environmental variables is rarely reported, even for analogous extreme environments on Earth. The possibility of evaluating the occurrence of unknown or unexpected species, identifying redox gradients relevant to microbial metabolism, or testing for specific possible biosignatures, will play a key role in the future of space microbiology. In this review, we will examine the current and potential roles of lab-on-a-chip technology in space exploration and in extreme environment investigation, reporting what has been tested so far, and clarifying the direction toward which the newly developed technologies of portable lab-on-a-chip sensors are heading for exploration in extreme environments and in space.
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Affiliation(s)
- Stefano Cinti
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
- BAT Center-Interuniversity Center for Studies on Bioinspired Agro-Environmental Technology, University of Napoli Federico II, Naples, Italy
- Bioelectronics Task Force at University of Naples Federico II, Naples, Italy
| | - Sima Singh
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Giovanni Covone
- Department of Physics, University of Naples Federico II, Naples, Italy
| | - Luca Tonietti
- Department of Science and Technology, University of Naples Parthenope, Naples, Italy
- Department of Biology, University of Naples Federico II, Naples, Italy
| | | | - Angelina Cordone
- Department of Biology, University of Naples Federico II, Naples, Italy
| | - Roberta Iacono
- Department of Biology, University of Naples Federico II, Naples, Italy
| | - Arianna Mazzoli
- Department of Biology, University of Naples Federico II, Naples, Italy
| | - Marco Moracci
- Department of Biology, University of Naples Federico II, Naples, Italy
- Task Force on Microbiome Studies, University of Naples Federico II, Naples, Italy
- NBFC, National Biodiversity Future Center, Palermo, Italy
- Institute of Biosciences and Bioresources, National Research Council of Italy, Naples, Italy
| | - Alessandra Rotundi
- Department of Science and Technology, University of Naples Parthenope, Naples, Italy
- INAF-IAPS, Istituto di Astrofisica e Planetologie Spaziali, Rome, Italy
| | - Donato Giovannelli
- Department of Biology, University of Naples Federico II, Naples, Italy
- Task Force on Microbiome Studies, University of Naples Federico II, Naples, Italy
- National Research Council–Institute of Marine Biological Resources and Biotechnologies–CNR-IRBIM, Ancona, Italy
- Earth-Life Science Institute, Tokyo Institute of Technology, Tokyo, Japan
- Marine Chemistry and Geochemistry Department, Woods Hole Oceanographic Institution, Woods Hole, MA, United States
- Department of Marine and Coastal Science, Rutgers University, New Brunswick, NJ, United States
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9
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Jia N, Daignault-Bouchard A, Deng T, Mayerhöfer TG, Bégin-Drolet A, Greener J. SpectIR-fluidics: completely customizable microfluidic cartridges for high sensitivity on-chip infrared spectroscopy with point-of-application studies on bacterial biofilms. LAB ON A CHIP 2023; 23:3561-3570. [PMID: 37403603 DOI: 10.1039/d3lc00388d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/06/2023]
Abstract
We present a generalizable fabrication method for a new class of analytical devices that merges virtually any microfluidic design with high-sensitivity on-chip attenuated total reflection (ATR) sampling using any standard Fourier transform infrared (FTIR) spectrometer. Termed "spectIR-fluidics", a major design feature is the integration of a multi-groove silicon ATR crystal into a microfluidic device, compared with previous approaches in which the ATR surface served as a structural support for the entire device. This was accomplished by the design, fabrication, and aligned bonding of a highly engineered ATR sensing layer, which con```tains a seamlessly embedded ATR crystal on the channel side and an optical access port that matched the spectrometer light path characteristics at the device exterior. The refocused role of the ATR crystal as a dedicated analytical element, combined with optimized light coupling to the spectrometer, results in limits of detection as low as 540 nM for a D-glucose solution, arbitrarily complex channel features that are fully enclosed, and up to 18 world-to-chip connections. Three purpose-built spectIR-fluidic cartridges are used in a series of validation experiments followed by several point-of-application studies on biofilms from the gut microbiota of plastic-consuming insects using a small portable spectrometer.
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Affiliation(s)
- Nan Jia
- Département de chimie, Faculté des sciences et de génie, Université Laval, Québec, QC G1V 0A6, Canada.
| | - Arthur Daignault-Bouchard
- Département de génie mécanique, Faculté des sciences et de génie, Université Laval, Québec, QC G1V 0A6, Canada.
| | - Tianyang Deng
- Département de chimie, Faculté des sciences et de génie, Université Laval, Québec, QC G1V 0A6, Canada.
| | - Thomas G Mayerhöfer
- Leibniz Institute of Photonic Technology (IPHT), Albert-Einstein-Str. 9, Jena, 07745, Germany
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University, Helmholtzweg 4, Jena, 07743, Germany
| | - André Bégin-Drolet
- Département de génie mécanique, Faculté des sciences et de génie, Université Laval, Québec, QC G1V 0A6, Canada.
| | - Jesse Greener
- Département de chimie, Faculté des sciences et de génie, Université Laval, Québec, QC G1V 0A6, Canada.
- CHU de Québec, Centre de recherche du CHU de Québec, Université Laval, Québec, QC G1L 3L5, Canada
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10
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Kavungal D, Magalhães P, Kumar ST, Kolla R, Lashuel HA, Altug H. Artificial intelligence-coupled plasmonic infrared sensor for detection of structural protein biomarkers in neurodegenerative diseases. SCIENCE ADVANCES 2023; 9:eadg9644. [PMID: 37436975 PMCID: PMC10337894 DOI: 10.1126/sciadv.adg9644] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 06/08/2023] [Indexed: 07/14/2023]
Abstract
Diagnosis of neurodegenerative disorders (NDDs) including Parkinson's disease and Alzheimer's disease is challenging owing to the lack of tools to detect preclinical biomarkers. The misfolding of proteins into oligomeric and fibrillar aggregates plays an important role in the development and progression of NDDs, thus underscoring the need for structural biomarker-based diagnostics. We developed an immunoassay-coupled nanoplasmonic infrared metasurface sensor that detects proteins linked to NDDs, such as alpha-synuclein, with specificity and differentiates the distinct structural species using their unique absorption signatures. We augmented the sensor with an artificial neural network enabling unprecedented quantitative prediction of oligomeric and fibrillar protein aggregates in their mixture. The microfluidic integrated sensor can retrieve time-resolved absorbance fingerprints in the presence of a complex biomatrix and is capable of multiplexing for the simultaneous monitoring of multiple pathology-associated biomarkers. Thus, our sensor is a promising candidate for the clinical diagnosis of NDDs, disease monitoring, and evaluation of novel therapies.
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Affiliation(s)
- Deepthy Kavungal
- Bionanophotonic Systems Laboratory, Institute of Bioengineering, School of Engineering, EPFL, Lausanne, Switzerland
- Laboratory of Molecular and Chemical Biology of Neurodegeneration, Institute of Bioengineering, School of Life Sciences, EPFL, Lausanne, Switzerland
| | - Pedro Magalhães
- Laboratory of Molecular and Chemical Biology of Neurodegeneration, Institute of Bioengineering, School of Life Sciences, EPFL, Lausanne, Switzerland
| | - Senthil T. Kumar
- Laboratory of Molecular and Chemical Biology of Neurodegeneration, Institute of Bioengineering, School of Life Sciences, EPFL, Lausanne, Switzerland
| | - Rajasekhar Kolla
- Laboratory of Molecular and Chemical Biology of Neurodegeneration, Institute of Bioengineering, School of Life Sciences, EPFL, Lausanne, Switzerland
| | - Hilal A. Lashuel
- Laboratory of Molecular and Chemical Biology of Neurodegeneration, Institute of Bioengineering, School of Life Sciences, EPFL, Lausanne, Switzerland
| | - Hatice Altug
- Bionanophotonic Systems Laboratory, Institute of Bioengineering, School of Engineering, EPFL, Lausanne, Switzerland
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11
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Xiao Y, Zhang Z, Yin S, Ma X. Nanoplasmonic biosensors for precision medicine. Front Chem 2023; 11:1209744. [PMID: 37483272 PMCID: PMC10359043 DOI: 10.3389/fchem.2023.1209744] [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: 04/21/2023] [Accepted: 06/22/2023] [Indexed: 07/25/2023] Open
Abstract
Nanoplasmonic biosensors have a huge boost for precision medicine, which allows doctors to better understand diseases at the molecular level and to improve the earlier diagnosis and develop treatment programs. Unlike traditional biosensors, nanoplasmonic biosensors meet the global health industry's need for low-cost, rapid and portable aspects, while offering multiplexing, high sensitivity and real-time detection. In this review, we describe the common detection schemes used based on localized plasmon resonance (LSPR) and highlight three sensing classes based on LSPR. Then, we present the recent applications of nanoplasmonic in other sensing methods such as isothermal amplification, CRISPR/Cas systems, lab on a chip and enzyme-linked immunosorbent assay. The advantages of nanoplasmonic-based integrated sensing for multiple methods are discussed. Finally, we review the current applications of nanoplasmonic biosensors in precision medicine, such as DNA mutation, vaccine evaluation and drug delivery. The obstacles faced by nanoplasmonic biosensors and the current countermeasures are discussed.
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Affiliation(s)
- Yiran Xiao
- School of Science, Harbin Institute of Technology, Shenzhen, Guangdong, China
| | | | - Shi Yin
- Briteley Institute of Life Sciences, Yantai, Shandong, China
| | - Xingyi Ma
- School of Science, Harbin Institute of Technology, Shenzhen, Guangdong, China
- Biosen International, Jinan, Shandong, China
- Briteley Institute of Life Sciences, Yantai, Shandong, China
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12
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Xu C, Ren Z, Zhou H, Zhou J, Ho CP, Wang N, Lee C. Expanding chiral metamaterials for retrieving fingerprints via vibrational circular dichroism. LIGHT, SCIENCE & APPLICATIONS 2023; 12:154. [PMID: 37357238 DOI: 10.1038/s41377-023-01186-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Revised: 04/27/2023] [Accepted: 05/16/2023] [Indexed: 06/27/2023]
Abstract
Circular dichroism (CD) spectroscopy has been widely demonstrated for detecting chiral molecules. However, the determination of chiral mixtures with various concentrations and enantiomeric ratios can be a challenging task. To solve this problem, we report an enhanced vibrational circular dichroism (VCD) sensing platform based on plasmonic chiral metamaterials, which presents a 6-magnitude signal enhancement with a selectivity of chiral molecules. Guided by coupled-mode theory, we leverage both in-plane and out-of-plane symmetry-breaking structures for chiral metamaterial design enabled by a two-step lithography process, which increases the near-field coupling strengths and varies the ratio between absorption and radiation loss, resulting in improved chiral light-matter interaction and enhanced molecular VCD signals. Besides, we demonstrate the thin-film sensing process of BSA and β-lactoglobulin proteins, which contain secondary structures α-helix and β-sheet and achieve a limit of detection down to zeptomole level. Furthermore, we also, for the first time, explore the potential of enhanced VCD spectroscopy by demonstrating a selective sensing process of chiral mixtures, where the mixing ratio can be successfully differentiated with our proposed chiral metamaterials. Our findings improve the sensing signal of molecules and expand the extractable information, paving the way toward label-free, compact, small-volume chiral molecule detection for stereochemical and clinical diagnosis applications.
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Affiliation(s)
- Cheng Xu
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117583, Singapore
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore, 117608, Singapore
- Institute of Microelectronics (IME), Agency for Science, Technology and Research (A*STAR), Singapore, 138634, Singapore
| | - Zhihao Ren
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117583, Singapore
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore, 117608, Singapore
- Institute of Microelectronics (IME), Agency for Science, Technology and Research (A*STAR), Singapore, 138634, Singapore
| | - Hong Zhou
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117583, Singapore
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore, 117608, Singapore
- Institute of Microelectronics (IME), Agency for Science, Technology and Research (A*STAR), Singapore, 138634, Singapore
| | - Jingkai Zhou
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117583, Singapore
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore, 117608, Singapore
| | - Chong Pei Ho
- Institute of Microelectronics (IME), Agency for Science, Technology and Research (A*STAR), Singapore, 138634, Singapore
| | - Nan Wang
- Institute of Microelectronics (IME), Agency for Science, Technology and Research (A*STAR), Singapore, 138634, Singapore
| | - Chengkuo Lee
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117583, Singapore.
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore, 117608, Singapore.
- NUS Graduate School for Integrative Science and Engineering Program (ISEP), National University of Singapore, Singapore, 117456, Singapore.
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13
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Bahrehmand M, Gacemi D, Vasanelli A, Li L, Davies AG, Linfield E, Sirtori C, Todorov Y. Auto-Calibrated Charge-Sensitive Infrared Phototransistor at 9.3 µm. SENSORS (BASEL, SWITZERLAND) 2023; 23:3635. [PMID: 37050698 PMCID: PMC10098959 DOI: 10.3390/s23073635] [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: 02/20/2023] [Revised: 03/24/2023] [Accepted: 03/29/2023] [Indexed: 06/19/2023]
Abstract
Charge-sensitive infrared photo-transistors (CSIP) are quantum detectors of mid-infrared radiation (λ=4 µm-14 µm) which have been reported to have outstanding figures of merit and sensitivities that allow single photon detection. The typical absorbing region of a CSIP consists of an AlxGa1-xAs quantum heterostructure, where a GaAs quantum well, where the absorption takes place, is followed by a triangular barrier with a graded x(Al) composition that connects the quantum well to a source-drain channel. Here, we report a CSIP designed to work for a 9.3 µm wavelength where the Al composition is kept constant and the triangular barrier is replaced by tunnel-coupled quantum wells. This design is thus conceptually closer to quantum cascade detectors (QCDs) which are an established technology for detection in the mid-infrared range. While previously reported structures use metal gratings in order to couple infrared radiation in the absorbing quantum well, here, we employ a 45° wedge facet coupling geometry that allows a simplified and reliable estimation of the incident photon flux Φ in the device. Remarkably, these detectors have an "auto-calibrated" nature, which enables the precise assessment of the photon flux Φ solely by measuring the electrical characteristics and from knowledge of the device geometry. We identify an operation regime where CSIP detectors can be directly compared to other unipolar quantum detectors such as quantum well infrared photodetectors (QWIPs) and QCDs and we estimate the corresponding detector figure of merit under cryogenic conditions. The maximum responsivity R = 720 A/W and a photoconductive gain G~2.7 × 104 were measured, and were an order of magnitude larger than those for QCDs and quantum well infrared photodetectors (QWIPs). We also comment on the benefit of nano-antenna concepts to increase the efficiency of CSIP in the photon-counting regime.
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Affiliation(s)
- Mohsen Bahrehmand
- Laboratoire de Physique de l’Ecole Normale Supérieure, Ecole Normale Supérieure, Paris Sciences et Lettres, Centre National de la Recherche Scientifique (CNRS), Université de Paris, 24 Rue Lhomond, 75005 Paris, France
| | - Djamal Gacemi
- Laboratoire de Physique de l’Ecole Normale Supérieure, Ecole Normale Supérieure, Paris Sciences et Lettres, Centre National de la Recherche Scientifique (CNRS), Université de Paris, 24 Rue Lhomond, 75005 Paris, France
| | - Angela Vasanelli
- Laboratoire de Physique de l’Ecole Normale Supérieure, Ecole Normale Supérieure, Paris Sciences et Lettres, Centre National de la Recherche Scientifique (CNRS), Université de Paris, 24 Rue Lhomond, 75005 Paris, France
| | - Lianhe Li
- School of Electronic and Electrical Engineering, University of Leeds, Leeds LS2 9JT, UK
| | | | - Edmund Linfield
- School of Electronic and Electrical Engineering, University of Leeds, Leeds LS2 9JT, UK
| | - Carlo Sirtori
- Laboratoire de Physique de l’Ecole Normale Supérieure, Ecole Normale Supérieure, Paris Sciences et Lettres, Centre National de la Recherche Scientifique (CNRS), Université de Paris, 24 Rue Lhomond, 75005 Paris, France
| | - Yanko Todorov
- Laboratoire de Physique de l’Ecole Normale Supérieure, Ecole Normale Supérieure, Paris Sciences et Lettres, Centre National de la Recherche Scientifique (CNRS), Université de Paris, 24 Rue Lhomond, 75005 Paris, France
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14
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Pilat F, Schwarz B, Baumgartner B, Ristanić D, Detz H, Andrews AM, Lendl B, Strasser G, Hinkov B. Beyond Karl Fischer titration: a monolithic quantum cascade sensor for monitoring residual water concentration in solvents. LAB ON A CHIP 2023; 23:1816-1824. [PMID: 36800171 PMCID: PMC10045895 DOI: 10.1039/d2lc00724j] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 02/10/2023] [Indexed: 06/18/2023]
Abstract
Quality control of liquids is an important part of analytical chemistry. The gold standard for measuring residual water in organic solvents and pharmaceutical applications is Karl Fischer titration. It has a high sensitivity, selectivity and accuracy. The downsides are a time-consuming offline analysis, together with the need for toxic reagents producing waste, and it suffers from poor inter-laboratory reproducibility. In this work, we present a high-performance lab-on-a-chip sensor exploiting mid-IR spectroscopy for liquid sensing. It is operating at 6.1 μm wavelength and is suitable for robust and flexible real-time in situ analysis of the residual water concentration in isopropyl alcohol. This is demonstrated in two experiments. A custom-made 60 μL flow cell is employed to measure only minute amounts of analyte in an inline configuration. In a second approach, the whole sensor is immersed into the analyte to demonstrate sensitive and rapid in situ operation on the millisecond time scale. This is confirmed by the ability for time resolved single water-droplet monitoring, while they are mixed into the liquid sample. We obtain a limit of detection between 120 ppm and 150 ppm with a concentration coverage spanning three orders of magnitude from 1.2 × 10-2%vol to 25%vol for the flow cell and 1.5 × 10-2%vol to 19%vol in the in situ configuration, respectively.
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Affiliation(s)
- Florian Pilat
- Institute of Solid State Electronics and Center for Micro- and Nanostructures, TU Wien, 1040 Vienna, Austria.
| | - Benedikt Schwarz
- Institute of Solid State Electronics and Center for Micro- and Nanostructures, TU Wien, 1040 Vienna, Austria.
| | - Bettina Baumgartner
- Institute of Chemical Technologies and Analytics, TU Wien, 1060 Vienna, Austria
| | - Daniela Ristanić
- Institute of Solid State Electronics and Center for Micro- and Nanostructures, TU Wien, 1040 Vienna, Austria.
| | - Hermann Detz
- Institute of Solid State Electronics and Center for Micro- and Nanostructures, TU Wien, 1040 Vienna, Austria.
- Central European Institute of Technology (CEITEC), Brno University of Technology, 621 00 Brno, Czech Republic
| | - Aaron M Andrews
- Institute of Solid State Electronics and Center for Micro- and Nanostructures, TU Wien, 1040 Vienna, Austria.
| | - Bernhard Lendl
- Institute of Chemical Technologies and Analytics, TU Wien, 1060 Vienna, Austria
| | - Gottfried Strasser
- Institute of Solid State Electronics and Center for Micro- and Nanostructures, TU Wien, 1040 Vienna, Austria.
| | - Borislav Hinkov
- Institute of Solid State Electronics and Center for Micro- and Nanostructures, TU Wien, 1040 Vienna, Austria.
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15
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Zhou J, Zhang Z, Dong B, Ren Z, Liu W, Lee C. Midinfrared Spectroscopic Analysis of Aqueous Mixtures Using Artificial-Intelligence-Enhanced Metamaterial Waveguide Sensing Platform. ACS NANO 2023; 17:711-724. [PMID: 36576121 DOI: 10.1021/acsnano.2c10163] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
As miniaturized solutions, mid-infrared (MIR) waveguide sensors are promising for label-free compositional detection of mixtures leveraging plentiful absorption fingerprints. However, the quantitative analysis of liquid mixtures is still challenging using MIR waveguide sensors, as the absorption spectrum overlaps for multiple organic components accompanied by strong water absorption background. Here, we present an artificial-intelligence-enhanced metamaterial waveguide sensing platform (AIMWSP) for aqueous mixture analysis in the MIR. With the sensitivity-improved metamaterial waveguide and assistance of machine learning, the MIR absorption spectra of a ternary mixture in water can be successfully distinguished and decomposed to single-component spectra for predicting concentration. A classification accuracy of 98.88% for 64 mixing ratios and 92.86% for four concentrations below the limit of detection (972 ppm, based on 3σ) with steps of 300 ppm are realized. Besides, the mixture concentration prediction with root-mean-squared error varying from 0.107 vol % to 1.436 vol % is also achieved. Our work indicates the potential of further extending this sensing platform to MIR spectrometer-on-chip aiming for the data analytics of multiple organic components in aqueous environments.
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Affiliation(s)
- Jingkai Zhou
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore117583
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore, Singapore117608
| | - Zixuan Zhang
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore117583
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore, Singapore117608
| | - Bowei Dong
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore117583
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore, Singapore117608
| | - Zhihao Ren
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore117583
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore, Singapore117608
| | - Weixin Liu
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore117583
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore, Singapore117608
| | - Chengkuo Lee
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore117583
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore, Singapore117608
- NUS Graduate School - Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore, Singapore119077
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16
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Marschick G, David M, Arigliani E, Opačak N, Schwarz B, Giparakis M, Delga A, Lagree M, Poletti T, Trinite V, Evirgen A, Gerard B, Ramer G, Maulini R, Butet J, Blaser S, Andrews AM, Strasser G, Hinkov B. High-responsivity operation of quantum cascade detectors at 9 µm. OPTICS EXPRESS 2022; 30:40188-40195. [PMID: 36298955 DOI: 10.1364/oe.470615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 09/21/2022] [Indexed: 06/16/2023]
Abstract
Quantum cascade detectors (QCDs) are devices operating at zero external bias with a low dark-current. They show linear detection and high saturation intensities, making them suitable candidates for heterodyne detection in long-wave infrared (LWIR) free space optical communication systems. We present an approach to mitigate the performance limitation at long wavelengths, by a comparison of similar single and multi-period QCDs for optimizing their responsivity and noise behaviour. Our InGaAs/InAlAs/InP ridge QCDs are designed for operation at λ = 9.124 µm. Optical waveguide simulations support the accurate optical characterization. A detailed device analysis reveals room-temperature responsivities of 111 mA/W for the 15-period and 411 mA/W for the single-period device.
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