1
|
Chen Y, Zhang D, Tang M, Wang Z. Deep Learning-Assisted Colorimetric/Electrical Dual-Sensing System for Ultrafast Detection of Hydrogen Sulfide. ACS Sens 2024; 9:2000-2009. [PMID: 38584366 DOI: 10.1021/acssensors.3c02793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
This study presents a colorimetric/electrical dual-sensing system (CEDS) for low-power, high-precision, adaptable, and real-time detection of hydrogen sulfide (H2S) gas. The lead acetate/poly(vinyl alcohol) (Pb(Ac)2/PVA) nanofiber film was transferred onto a polyethylene terephthalate (PET) flexible substrate by electrospinning to obtain colorimetric/electrical sensors. The CEDS was constructed to simultaneously record both the visual and electrical response of the sensor, and the improved Manhattan segmentation algorithm and deep neural network (DNN) were used as its intelligent algorithmic aids to achieve quantitative exposure to H2S. By exploring the mechanism of color change and resistance response of the sensor, a dual-sensitivity mechanism explanation model was proposed to verify that the system, as a dual-mode parallel system, can adequately solve the sensor redundancy problem. The results show that the CEDS can achieve a wide detection range of H2S from 0.1-100 ppm and identify the H2S concentration in 4 s at the fastest. The sensor can be stabilized for 180 days with excellent selectivity and a low limit of detection (LOD) to 0.1 ppm of H2S. In addition, the feasibility of the CEDS for measuring H2S levels in underground waterways was validated. This work provides a new method for adaptable, wide range of applications and low-power, high-precision H2S gas detection.
Collapse
Affiliation(s)
- Yajing Chen
- College of Control Science and Engineering, China University of Petroleum (East China), Qingdao 266580, China
| | - Dongzhi Zhang
- College of Control Science and Engineering, China University of Petroleum (East China), Qingdao 266580, China
| | - Mingcong Tang
- College of Control Science and Engineering, China University of Petroleum (East China), Qingdao 266580, China
| | - Zijian Wang
- College of Control Science and Engineering, China University of Petroleum (East China), Qingdao 266580, China
| |
Collapse
|
2
|
Guo M, Brewster Ii JT, Zhang H, Zhao Y, Zhao Y. Challenges and Opportunities of Chemiresistors Based on Microelectromechanical Systems for Chemical Olfaction. ACS NANO 2022; 16:17778-17801. [PMID: 36355033 DOI: 10.1021/acsnano.2c08650] [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] [Indexed: 06/16/2023]
Abstract
Microelectromechanical-system (MEMS)-based semiconductor gas sensors are considered one of the fastest-growing, interdisciplinary high technologies during the post-Moore era. Modern advancements within this arena include wearable electronics, Internet of Things, and artificial brain-inspired intelligence, among other modalities, thus bringing opportunities to drive MEMS-based gas sensors with higher performance, lower costs, and wider applicability. However, the high demand for miniature and micropower sensors with unified processes on a single chip imposes great challenges. This review focuses on recent developments and pitfalls in MEMS-based micro- and nanoscale gas sensors and details future trends. We also cover the background of the topic, seminal efforts, current applications and challenges, and opportunities for next-generation systems.
Collapse
Affiliation(s)
- Mengya Guo
- School of Chemical Engineering & Technology, Xi'an Jiaotong University, Xi'an, 710049, People's Republic of China
| | - James T Brewster Ii
- Division of Medicinal Chemistry, Pfizer Boulder Research & Development, Boulder, Colorado80301, United States
| | - Huacheng Zhang
- School of Chemical Engineering & Technology, Xi'an Jiaotong University, Xi'an, 710049, People's Republic of China
- School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, 21 Nanyang Link, Singapore637371, Singapore
| | - Yuxin Zhao
- School of Chemical Engineering & Technology, Xi'an Jiaotong University, Xi'an, 710049, People's Republic of China
| | - Yanli Zhao
- School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, 21 Nanyang Link, Singapore637371, Singapore
| |
Collapse
|
3
|
Afjeh-Dana E, Asadian E, Razzaghi MR, Rafii-Tabar H, Sasanpour P. Deflection-based laser sensing platform for selective and sensitive detection of H 2S using plasmonic nanostructures. Sci Rep 2022; 12:15789. [PMID: 36138046 PMCID: PMC9499935 DOI: 10.1038/s41598-022-19739-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 09/02/2022] [Indexed: 11/09/2022] Open
Abstract
Considering the severe hazards of abnormal concentration level of H2S as an extremely toxic gas to the human body and due to the disability of olfactory system in sensing toxic level of H2S concentration, a reliable, sensitive, selective and rapid method for the detection of H2S is proposed and its efficacy is analyzed through simulation. The proposed system is based on the deflection of a laser beam in response to the temperature variations in its path. In order to provide selectivity and improve sensitivity, gold nanostructures were employed in the system. The selectivity was introduced based on the thiol-gold interactions and the sensitivity of the system was enhanced due to the modification of plasmon resonance behavior of gold nanostructures in response to gas adsorption. Results from our analysis demonstrate that compared with Au and SiO2-Au, the Au nanomatryoshka structures (Au-SiO2-Au) showed the highest sensitivity due to promoting higher deflections of the laser beam.
Collapse
Affiliation(s)
- Elham Afjeh-Dana
- Department of Medical Physics & Biomedical Engineering, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Elham Asadian
- Department of Medical Physics & Biomedical Engineering, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Razzaghi
- Laser Application in Medical Sciences Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hashem Rafii-Tabar
- Department of Medical Physics & Biomedical Engineering, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.,The Physics Branch of Iran Academy of Sciences, Tehran, Iran
| | - Pezhman Sasanpour
- Department of Medical Physics & Biomedical Engineering, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran. .,School of Nanoscience, Institute for Research in Fundamental Sciences (IPM), P. O. Box 19395-5531, Tehran, Iran.
| |
Collapse
|
4
|
Abstract
In the last few decades, plasmonic colorimetric biosensors raised increasing interest in bioanalytics thanks to their cost-effectiveness, responsiveness, and simplicity as compared to conventional laboratory techniques. Potential high-throughput screening and easy-to-use assay procedures make them also suitable for realizing point of care devices. Nevertheless, several challenges such as fabrication complexity, laborious biofunctionalization, and poor sensitivity compromise their technological transfer from research laboratories to industry and, hence, still hamper their adoption on large-scale. However, newly-developing plasmonic colorimetric biosensors boast impressive sensing performance in terms of sensitivity, dynamic range, limit of detection, reliability, and specificity thereby continuously encouraging further researches. In this review, recently reported plasmonic colorimetric biosensors are discussed with a focus on the following categories: (i) on-platform-based (localized surface plasmon resonance, coupled plasmon resonance and surface lattice resonance); (ii) colloid aggregation-based (label-based and label free); (iii) colloid non-aggregation-based (nanozyme, etching-based and growth-based).
Collapse
|
5
|
Wei Z, Cao T, Li L, Zhu X, Zhou J, Liu Y. Dual-channel Lanthanide-doped Nanoprobe for Reliable Multi-signal Ratiometric Detection of H2S in Whole Blood. Chem Commun (Camb) 2022; 58:9642-9645. [PMID: 35942652 DOI: 10.1039/d2cc03360g] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
The influence of wavelength-dependent absorbance of blood has been blocking the evolution of fluorescent biodetection in whole blood. Here, a multi-signal ratiometric biodetection method was proposed based on a dual-channel...
Collapse
Affiliation(s)
- Zheng Wei
- Beijing Key Laboratory for Optical Materials and Photonic Devices & Department of Chemistry, Capital Normal University, 100048 Beijing, China.
| | - Tianqi Cao
- Beijing Key Laboratory for Optical Materials and Photonic Devices & Department of Chemistry, Capital Normal University, 100048 Beijing, China.
| | - Luoyuan Li
- The Eighth Affiliated Hospital, Sun Yat-sen University, 518033 Shenzhen, Guangdong, China
| | - Xingjun Zhu
- School of Physical Science and Technology, Shanghai Tech University, 201210 Shanghai, China
| | - Jing Zhou
- Beijing Key Laboratory for Optical Materials and Photonic Devices & Department of Chemistry, Capital Normal University, 100048 Beijing, China.
| | - Yuxin Liu
- Beijing Key Laboratory for Optical Materials and Photonic Devices & Department of Chemistry, Capital Normal University, 100048 Beijing, China.
- Department of Biomolecular System, Max-Planck Institute of Colloids and Interfaces, 14476 Potsdam, Germany.
| |
Collapse
|
6
|
Sun Z, Sun Y, Yang M, Jin H, Gui R. A petal-shaped MOF assembled with a gold nanocage and urate oxidase used as an artificial enzyme nanohybrid for tandem catalysis and dual-channel biosensing. NANOSCALE 2021; 13:13014-13023. [PMID: 34477784 DOI: 10.1039/d1nr02688g] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
A facile one-pot precipitation method was employed to prepare a petal-shaped hybrid under mild conditions. The hybrid is composed of urate oxidase (UOx) encapsulated into a zeolite-like metal-organic framework (MOF) with the doping of a hollow gold nanocage (AuNC). As one of the MOF-enzyme composites, a UOx@MOF(AuNC) hybrid with the features of artificial nanoenzymes was developed as a novel dual-channel biosensing platform for fluorescence (FL) and electrochemical detection of uric acid (UA). As for FL biosensing, enzymatic catalysis of the hybrid in the presence of UA triggered tandem catalysis and oxidation reactions to cause FL quenching. UA was linearly detected in the 0.1-10 μM and 10-300 μM ranges, with the limit of detection (LOD) of 20 nM. As for electrochemical biosensing, the hybrid was dropped on a glassy carbon electrode (GCE) surface to construct a hybrid/GCE platform. Based on the redox reaction of UA on the platform surface, UA was linearly detected in the 0.05-55 μM range, with a LOD of 15 nM. Experimental results confirmed that the hybrid-based dual-channel biosensing platform enabled selective and sensitive responses to UA over potential interferents. The platform has an excellent detection capability in physiological samples. The dual-channel biosensing platform facilitates the exploration of new bioanalysis techniques for early clinical diagnosis of diseases.
Collapse
Affiliation(s)
- Zejun Sun
- College of Chemistry and Chemical Engineering, Intellectual Property Research Institute, Qingdao University, Shandong 266071, P.R. China.
| | | | | | | | | |
Collapse
|
7
|
Ali A, Alzamly A, Greish YE, Bakiro M, Nguyen HL, Mahmoud ST. A Highly Sensitive and Flexible Metal-Organic Framework Polymer-Based H 2S Gas Sensor. ACS OMEGA 2021; 6:17690-17697. [PMID: 34278154 PMCID: PMC8280656 DOI: 10.1021/acsomega.1c02295] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Accepted: 06/22/2021] [Indexed: 05/02/2023]
Abstract
We report the fabrication of a novel metal-organic framework (MOF)-polymer mixed-matrix flexible membrane for the detection of hydrogen sulfide (H2S) gas at room temperature. This high-performance gas sensor is based on MOF-5 microparticles embedded on a conductivity-controlled chitosan (CS) organic membrane. The conductivity of the organic membrane is controlled by blending it with a glycerol ionic liquid (IL) at different concentrations. The sensor showed a remarkable detection sensitivity for H2S gas at a concentrations level as low as 1 ppm at room temperature. The MOF-5/CS/IL gas sensor demonstrates a highly desirable detection selectivity, fast response time (<8 s), recovery time of less than 30 s, and outstanding sensing stability averaging at 97% detection with 50 ppm of H2S gas. This composite having high sensitivity, low-power consumption, and flexibility holds great promise for addressing current challenges pertinent to environmental sustainability.
Collapse
Affiliation(s)
- Ashraf Ali
- Department
of Physics, United Arab Emirates University, Al-Ain 15551, United Arab Emirates
| | - Ahmed Alzamly
- Department
of Chemistry, United Arab Emirates University, Al-Ain 15551, United Arab Emirates
| | - Yaser E Greish
- Department
of Chemistry, United Arab Emirates University, Al-Ain 15551, United Arab Emirates
| | - Maram Bakiro
- Department
of Chemistry, United Arab Emirates University, Al-Ain 15551, United Arab Emirates
| | - Ha L. Nguyen
- Department
of Chemistry, United Arab Emirates University, Al-Ain 15551, United Arab Emirates
- Berkeley
Global Science Institute, Berkeley, California 94720, United States
| | - Saleh T. Mahmoud
- Department
of Physics, United Arab Emirates University, Al-Ain 15551, United Arab Emirates
| |
Collapse
|
8
|
Pei S, Li J, Zhang C, Liang W, Zhang G, Shi L, Wang W, Shuang S, Dong C. Development of a piperazinyl-NBD-based fluorescent probe and its dual-channel detection for hydrogen sulfide. Analyst 2021; 146:2138-2143. [PMID: 33651055 DOI: 10.1039/d1an00054c] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
To selectively detect H2S based on the thiolysis reaction of 7-nitro-1,2,3-benzoxadiazole (NBD), amines attracted increasing attention since NBD amine is regarded as a new H2S reaction site. Herein, a novel fluorescent probe, triphenylamine piperazine NBD (TPA-Pz-NBD), was developed. The results showed that it exhibited high selectivity towards H2S via fluorescence spectroscopy and solution color. Furthermore, TPA-Pz-NBD not only detected H2S by a dual-channel, turn-on fluorescence signal at 500 nm and turn-off fluorescence signal at 545 nm, respectively, but also displayed a wide detection range of 0-125 μM. In addition, living cell imaging results indicated that TPA-Pz-NBD holds potential for the detection of intracellular H2S.
Collapse
Affiliation(s)
- Shizeng Pei
- School of Chemistry and Chemical Engineering, Shanxi University, Taiyuan 030006, China.
| | | | | | | | | | | | | | | | | |
Collapse
|
9
|
Miranda B, Rea I, Dardano P, De Stefano L, Forestiere C. Recent Advances in the Fabrication and Functionalization of Flexible Optical Biosensors: Toward Smart Life-Sciences Applications. BIOSENSORS-BASEL 2021; 11:bios11040107. [PMID: 33916580 PMCID: PMC8066870 DOI: 10.3390/bios11040107] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 03/20/2021] [Accepted: 03/31/2021] [Indexed: 12/16/2022]
Abstract
Over the last 30 years, optical biosensors based on nanostructured materials have obtained increasing interest since they allow the screening of a wide variety of biomolecules with high specificity, low limits of detection, and great sensitivity. Among them, flexible optical platforms have the advantage of adapting to non-planar surfaces, suitable for in vivo and real-time monitoring of diseases and assessment of food safety. In this review, we summarize the newest and most advanced platforms coupling optically active materials (noble metal nanoparticles) and flexible substrates giving rise to hybrid nanomaterials and/or nanocomposites, whose performances are comparable to the ones obtained with hard substrates (e.g., glass and semiconductors). We focus on localized surface plasmon resonance (LSPR)-based and surface-enhanced Raman spectroscopy (SERS)-based biosensors. We show that large-scale, cost-effective plasmonic platforms can be realized with the currently available techniques and we emphasize the open issues associated with this topic.
Collapse
Affiliation(s)
- Bruno Miranda
- Institute of Applied Sciences and Intelligent Systems, Unit of Naples, National Research Council, Via P. Castellino 111, 80131 Napoli, Italy; (B.M.); (I.R.); (P.D.)
- Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, 80125 Napoli, Italy;
| | - Ilaria Rea
- Institute of Applied Sciences and Intelligent Systems, Unit of Naples, National Research Council, Via P. Castellino 111, 80131 Napoli, Italy; (B.M.); (I.R.); (P.D.)
| | - Principia Dardano
- Institute of Applied Sciences and Intelligent Systems, Unit of Naples, National Research Council, Via P. Castellino 111, 80131 Napoli, Italy; (B.M.); (I.R.); (P.D.)
| | - Luca De Stefano
- Institute of Applied Sciences and Intelligent Systems, Unit of Naples, National Research Council, Via P. Castellino 111, 80131 Napoli, Italy; (B.M.); (I.R.); (P.D.)
- Correspondence:
| | - Carlo Forestiere
- Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, 80125 Napoli, Italy;
| |
Collapse
|