1
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Qin J, Guo J, Tang G, Li L, Yao SQ. Multiplex Identification of Post-Translational Modifications at Point-of-Care by Deep Learning-Assisted Hydrogel Sensors. Angew Chem Int Ed Engl 2023; 62:e202218412. [PMID: 36815677 DOI: 10.1002/anie.202218412] [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: 12/13/2022] [Revised: 02/02/2023] [Accepted: 02/23/2023] [Indexed: 02/24/2023]
Abstract
Multiplex detection of protein post-translational modifications (PTMs), especially at point-of-care, is of great significance in cancer diagnosis. Herein, we report a machine learning-assisted photonic crystal hydrogel (PCH) sensor for multiplex detection of PTMs. With closely-related PCH sensors microfabricated on a single chip, our design achieved not only rapid screening of PTMs at specific protein sites by using only naked eyes/cellphone, but also the feasibility of real-time monitoring of phosphorylation reactions. By taking advantage of multiplex sensor chips and a neural network algorithm, accurate prediction of PTMs by both their types and concentrations was enabled. This approach was ultimately used to detect and differentiate up/down regulation of different phosphorylation sites within the same protein in live mammalian cells. Our developed method thus holds potential for POC identification of various PTMs in early-stage diagnosis of protein-related diseases.
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Affiliation(s)
- Junjie Qin
- Department of Chemistry, National University of Singapore, Singapore, 117543, Singapore
| | - Jia Guo
- School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, 639798, Singapore
| | - Guanghui Tang
- Department of Chemistry, National University of Singapore, Singapore, 117543, Singapore
| | - Lin Li
- The Institute of Flexible Electronics (IFE, Future Technologies), Xiamen University, Xiamen, 361005, Fujian, China
| | - Shao Q Yao
- Department of Chemistry, National University of Singapore, Singapore, 117543, Singapore
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2
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Delamarche E, Temiz Y, Lovchik RD, Christiansen MG, Schuerle S. Capillary Microfluidics for Monitoring Medication Adherence. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202101316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
| | - Yuksel Temiz
- IBM Research Europe Saeumerstrasse 4 Rueschlikon Switzerland
| | | | - Michael G. Christiansen
- Institute for Translational Medicine Department of Health Sciences and Technology ETH Zurich Vladimir-Prelog-Weg 1–5/10 8092 Zurich Switzerland
| | - Simone Schuerle
- Institute for Translational Medicine Department of Health Sciences and Technology ETH Zurich Vladimir-Prelog-Weg 1–5/10 8092 Zurich Switzerland
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3
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Calabretta MM, Zangheri M, Calabria D, Lopreside A, Montali L, Marchegiani E, Trozzi I, Guardigli M, Mirasoli M, Michelini E. Paper-Based Immunosensors with Bio-Chemiluminescence Detection. SENSORS (BASEL, SWITZERLAND) 2021; 21:4309. [PMID: 34202483 PMCID: PMC8271422 DOI: 10.3390/s21134309] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Revised: 06/15/2021] [Accepted: 06/21/2021] [Indexed: 12/16/2022]
Abstract
Since the introduction of paper-based analytical devices as potential diagnostic platforms a few decades ago, huge efforts have been made in this field to develop systems suitable for meeting the requirements for the point-of-care (POC) approach. Considerable progress has been achieved in the adaptation of existing analysis methods to a paper-based format, especially considering the chemiluminescent (CL)-immunoassays-based techniques. The implementation of biospecific assays with CL detection and paper-based technology represents an ideal solution for the development of portable analytical devices for on-site applications, since the peculiarities of these features create a unique combination for fitting the POC purposes. Despite this, the scientific production is not paralleled by the diffusion of such devices into everyday life. This review aims to highlight the open issues that are responsible for this discrepancy and to find the aspects that require a focused and targeted research to make these methods really applicable in routine analysis.
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Affiliation(s)
- Maria Maddalena Calabretta
- Department of Chemistry “Giacomo Ciamician”, University of Bologna, 40126 Bologna, Italy; (M.M.C.); (M.Z.); (D.C.); (A.L.); (L.M.); (E.M.); (I.T.); (M.G.)
- Center for Applied Biomedical Research (CRBA), University of Bologna, 40138 Bologna, Italy
| | - Martina Zangheri
- Department of Chemistry “Giacomo Ciamician”, University of Bologna, 40126 Bologna, Italy; (M.M.C.); (M.Z.); (D.C.); (A.L.); (L.M.); (E.M.); (I.T.); (M.G.)
| | - Donato Calabria
- Department of Chemistry “Giacomo Ciamician”, University of Bologna, 40126 Bologna, Italy; (M.M.C.); (M.Z.); (D.C.); (A.L.); (L.M.); (E.M.); (I.T.); (M.G.)
| | - Antonia Lopreside
- Department of Chemistry “Giacomo Ciamician”, University of Bologna, 40126 Bologna, Italy; (M.M.C.); (M.Z.); (D.C.); (A.L.); (L.M.); (E.M.); (I.T.); (M.G.)
- Center for Applied Biomedical Research (CRBA), University of Bologna, 40138 Bologna, Italy
| | - Laura Montali
- Department of Chemistry “Giacomo Ciamician”, University of Bologna, 40126 Bologna, Italy; (M.M.C.); (M.Z.); (D.C.); (A.L.); (L.M.); (E.M.); (I.T.); (M.G.)
- Center for Applied Biomedical Research (CRBA), University of Bologna, 40138 Bologna, Italy
| | - Elisa Marchegiani
- Department of Chemistry “Giacomo Ciamician”, University of Bologna, 40126 Bologna, Italy; (M.M.C.); (M.Z.); (D.C.); (A.L.); (L.M.); (E.M.); (I.T.); (M.G.)
| | - Ilaria Trozzi
- Department of Chemistry “Giacomo Ciamician”, University of Bologna, 40126 Bologna, Italy; (M.M.C.); (M.Z.); (D.C.); (A.L.); (L.M.); (E.M.); (I.T.); (M.G.)
| | - Massimo Guardigli
- Department of Chemistry “Giacomo Ciamician”, University of Bologna, 40126 Bologna, Italy; (M.M.C.); (M.Z.); (D.C.); (A.L.); (L.M.); (E.M.); (I.T.); (M.G.)
- Interdepartmental Centre for Renewable Sources, Environment, Sea and Energy (CIRI FRAME), Alma Mater Studiorum, University of Bologna, 48123 Ravenna, Italy
| | - Mara Mirasoli
- Department of Chemistry “Giacomo Ciamician”, University of Bologna, 40126 Bologna, Italy; (M.M.C.); (M.Z.); (D.C.); (A.L.); (L.M.); (E.M.); (I.T.); (M.G.)
- Interdepartmental Centre for Renewable Sources, Environment, Sea and Energy (CIRI FRAME), Alma Mater Studiorum, University of Bologna, 48123 Ravenna, Italy
- INBB, Istituto Nazionale di Biostrutture e Biosistemi, Via Medaglie d’Oro, 00136 Rome, Italy
| | - Elisa Michelini
- Department of Chemistry “Giacomo Ciamician”, University of Bologna, 40126 Bologna, Italy; (M.M.C.); (M.Z.); (D.C.); (A.L.); (L.M.); (E.M.); (I.T.); (M.G.)
- Center for Applied Biomedical Research (CRBA), University of Bologna, 40138 Bologna, Italy
- INBB, Istituto Nazionale di Biostrutture e Biosistemi, Via Medaglie d’Oro, 00136 Rome, Italy
- Health Sciences and Technologies-Interdepartmental Center for Industrial Research (HST-ICIR), University of Bologna, 40126 Bologna, Italy
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4
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Delamarche E, Temiz Y, Lovchik RD, Christiansen MG, Schuerle S. Capillary Microfluidics for Monitoring Medication Adherence. Angew Chem Int Ed Engl 2021; 60:17784-17796. [PMID: 33710725 DOI: 10.1002/anie.202101316] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 03/08/2021] [Indexed: 02/06/2023]
Abstract
Medication adherence is a medical and societal issue worldwide, with approximately half of patients failing to adhere to prescribed treatments. The goal of this Minireview is to examine how recent work on microfluidics for point-of-care diagnostics may be used to enhance adherence to medication. It specifically focuses on capillary microfluidics since these devices are self-powered, easy to use, and well established for diagnostics and drug monitoring. Considering that an improvement in medication adherence can have a much larger effect than the development of new medical treatments, it is long overdue for the research communities working in chemistry, biology, pharmacology, and material sciences to consider developing technologies to enhance medication adherence. For these reasons, this Minireview is not meant to be exhaustive but rather to provide a quick starting point for researchers interested in joining this complex but intriguing and exciting field of research.
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Affiliation(s)
| | - Yuksel Temiz
- IBM Research Europe, Saeumerstrasse 4, Rueschlikon, Switzerland
| | | | - Michael G Christiansen
- Institute for Translational Medicine, Department of Health Sciences and Technology, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, 8092, Zurich, Switzerland
| | - Simone Schuerle
- Institute for Translational Medicine, Department of Health Sciences and Technology, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, 8092, Zurich, Switzerland
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5
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Abstract
Biological signaling pathways are underpinned by protein switches that sense and respond to molecular inputs. Inspired by nature, engineered protein switches have been designed to directly transduce analyte binding into a quantitative signal in a simple, wash-free, homogeneous assay format. As such, they offer great potential to underpin point-of-need diagnostics that are needed across broad sectors to improve access, costs, and speed compared to laboratory assays. Despite this, protein switch assays are not yet in routine diagnostic use, and a number of barriers to uptake must be overcome to realize this potential. Here, we review the opportunities and challenges in engineering protein switches for rapid diagnostic tests. We evaluate how their design, comprising a recognition element, reporter, and switching mechanism, relates to performance and identify areas for improvement to guide further optimization. Recent modular switches that enable new analytes to be targeted without redesign are crucial to ensure robust and efficient development processes. The importance of translational steps toward practical implementation, including integration into a user-friendly device and thorough assay validation, is also discussed.
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Affiliation(s)
- Hope Adamson
- School of Biomedical Sciences, University of Leeds, Leeds LS2 9JT, United Kingdom
| | - Lars J. C. Jeuken
- School of Biomedical Sciences, University of Leeds, Leeds LS2 9JT, United Kingdom
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6
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Gautier A, Tebo AG. Sensing cellular biochemistry with fluorescent chemical-genetic hybrids. Curr Opin Chem Biol 2020; 57:58-64. [PMID: 32580134 DOI: 10.1016/j.cbpa.2020.04.005] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Revised: 02/19/2020] [Accepted: 04/08/2020] [Indexed: 11/26/2022]
Abstract
Fluorescent biosensors are powerful tools for the detection of biochemical events inside cells with high spatiotemporal resolution. Biosensors based on fluorescent proteins often suffer from issues with photostability and brightness. On the other hand, hybrid, chemical-genetic systems present unique opportunities to combine the strengths of synthetic, organic chemistry with biological macromolecules to generate exquisitely tailored semisynthetic sensors.
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Affiliation(s)
- Arnaud Gautier
- Sorbonne Université, École Normale Supérieure, PSL University, CNRS, Laboratoire des Biomolécules, LBM, 75005 Paris, France; Institut Universitaire de France, France.
| | - Alison G Tebo
- Sorbonne Université, École Normale Supérieure, PSL University, CNRS, Laboratoire des Biomolécules, LBM, 75005 Paris, France.
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Adamson H, Ajayi MO, Campbell E, Brachi E, Tiede C, Tang AA, Adams TL, Ford R, Davidson A, Johnson M, McPherson MJ, Tomlinson DC, Jeuken LJC. Affimer-Enzyme-Inhibitor Switch Sensor for Rapid Wash-free Assays of Multimeric Proteins. ACS Sens 2019; 4:3014-3022. [PMID: 31578863 DOI: 10.1021/acssensors.9b01574] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Robust technology is required to underpin rapid point-of-care and in-field diagnostics to improve timely decision making across broad sectors. An attractive strategy combines target recognition and signal generating elements into an "active" enzyme-switch that directly transduces target-binding into a signal. However, approaches that are broadly applicable to diverse targets remain elusive. Here, an enzyme-inhibitor switch sensor was developed by insertion of non-immunoglobulin Affimer binding proteins, between TEM1-β-lactamase and its inhibitor protein, such that target binding disrupts the enzyme-inhibitor complex. Design principles for a successful switch architecture are illustrated by the rapid (min), simple (wash-free), and sensitive (pM) quantification of multimeric target analytes in biological samples (serum, plasma, leaf extracts), across three application areas. A therapeutic antibody (Herceptin), protein biomarker (human C-reactive protein), and plant virus (cow pea mosaic virus) were targeted, demonstrating assays for therapeutic drug monitoring, health diagnostics, and plant pathogen detection, respectively. Batch-to-batch reproducibility, shelf-life stability, and consistency with validated enzyme-linked immunosorbent assay analysis confirm that the principle of an Affimer-enzyme-inhibitor switch provides a platform for point-of-care and in-field diagnostics.
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Affiliation(s)
| | | | | | | | | | | | | | - Robert Ford
- Avacta Life Sciences Limited, Unit 20, Ash Way, Thorp Arch Estate, Wetherby LS23 7FA, U.K
| | - Alex Davidson
- Avacta Life Sciences Limited, Unit 20, Ash Way, Thorp Arch Estate, Wetherby LS23 7FA, U.K
| | - Matt Johnson
- Avacta Life Sciences Limited, Unit 20, Ash Way, Thorp Arch Estate, Wetherby LS23 7FA, U.K
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8
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Dai Y, Liu CC. Recent Advances on Electrochemical Biosensing Strategies toward Universal Point-of-Care Systems. Angew Chem Int Ed Engl 2019; 58:12355-12368. [PMID: 30990933 DOI: 10.1002/anie.201901879] [Citation(s) in RCA: 111] [Impact Index Per Article: 22.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Indexed: 02/06/2023]
Abstract
A number of very recently developed electrochemical biosensing strategies are promoting electrochemical biosensing systems into practical point-of-care applications. The focus of research endeavors has transferred from detection of a specific analyte to the development of general biosensing strategies that can be applied for a single category of analytes, such as nucleic acids, proteins, and cells. In this Minireview, recent cutting-edge research on electrochemical biosensing strategies are described. These developments resolved critical challenges regarding the application of electrochemical biosensors to practical point-of-care systems, such as rapid readout, simple biosensor fabrication method, ultra-high detection sensitivity, direct analysis in a complex biological matrix, and multiplexed target analysis. This Minireview provides general guidelines both for scientists in the biosensing research community and for the biosensor industry on development of point-of-care system, benefiting global healthcare.
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Affiliation(s)
- Yifan Dai
- Electronics Design Center, Case Western Reserve University, Cleveland, Ohio, 44106, USA.,Department of Chemical and Biomolecular Engineering, Case Western Reserve University, Cleveland, Ohio, 44106, USA
| | - Chung Chiun Liu
- Electronics Design Center, Case Western Reserve University, Cleveland, Ohio, 44106, USA.,Department of Chemical and Biomolecular Engineering, Case Western Reserve University, Cleveland, Ohio, 44106, USA
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9
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Dai Y, Liu CC. Recent Advances on Electrochemical Biosensing Strategies toward Universal Point‐of‐Care Systems. Angew Chem Int Ed Engl 2019. [DOI: 10.1002/ange.201901879] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Yifan Dai
- Electronics Design CenterCase Western Reserve University Cleveland Ohio 44106 USA
- Department of Chemical and Biomolecular EngineeringCase Western Reserve University Cleveland Ohio 44106 USA
| | - Chung Chiun Liu
- Electronics Design CenterCase Western Reserve University Cleveland Ohio 44106 USA
- Department of Chemical and Biomolecular EngineeringCase Western Reserve University Cleveland Ohio 44106 USA
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10
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Tenda K, van Gerven B, Arts R, Hiruta Y, Merkx M, Citterio D. Paper‐Based Antibody Detection Devices Using Bioluminescent BRET‐Switching Sensor Proteins. Angew Chem Int Ed Engl 2018. [DOI: 10.1002/ange.201808070] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Affiliation(s)
- Keisuke Tenda
- Department of Applied ChemistryKeio University 3-14-1 Hiyoshi Kohoku-ku 223-8522 Yokohama Japan
| | - Benice van Gerven
- Department of Biomedical Engineering and Institute for Complex Molecular Systems (ICMS)Eindhoven University of Technology P.O. Box 513, 5600 MB Eindhoven The Netherlands
| | - Remco Arts
- Department of Biomedical Engineering and Institute for Complex Molecular Systems (ICMS)Eindhoven University of Technology P.O. Box 513, 5600 MB Eindhoven The Netherlands
| | - Yuki Hiruta
- Department of Applied ChemistryKeio University 3-14-1 Hiyoshi Kohoku-ku 223-8522 Yokohama Japan
| | - Maarten Merkx
- Department of Biomedical Engineering and Institute for Complex Molecular Systems (ICMS)Eindhoven University of Technology P.O. Box 513, 5600 MB Eindhoven The Netherlands
| | - Daniel Citterio
- Department of Applied ChemistryKeio University 3-14-1 Hiyoshi Kohoku-ku 223-8522 Yokohama Japan
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Du WF, Ge JH, Li JJ, Tang LJ, Yu RQ, Jiang JH. Single-step, high-specificity detection of single nucleotide mutation by primer-activatable loop-mediated isothermal amplification (PA-LAMP). Anal Chim Acta 2018; 1050:132-138. [PMID: 30661580 DOI: 10.1016/j.aca.2018.10.068] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 10/29/2018] [Accepted: 10/30/2018] [Indexed: 01/08/2023]
Abstract
Loop-mediated isothermal amplification (LAMP) is a useful platform for nucleic acids detection in point-of-care (POC) situations, and development of single-step, close-tube LAMP reactions for specific detection of single nucleotide mutations (SNMs) remains a challenge. We develop a novel primer-activatable LAMP (PA-LAMP) strategy that enables highly specific and sensitive SNM detection using single-step, close-tube reactions. This strategy designs a terminal-blocked inner primer with a ribonucleotide insertion, which is cleaved and activated specifically to perfectly matched targets by ribonuclease (RNase) H2, to realize efficient amplification of mutant genes. It has shown dynamic responses of mutant target in a linear range from 220 aM to 22 pM with a lowest detectable concentration of 22 aM. It also demonstrates very high specificity in identifying the mutant in a large excess of the wild-type with a discrimination ratio as high as ∼10,000. It has been successfully applied to mutation detection of genomic DNA in tumor cells. The PA-LAMP strategy provides a useful, portable and affordable POC platform for highly sensitive and specific detection of genetic mutations in clinical applications.
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Affiliation(s)
- Wen-Fang Du
- Institute of Chemical Biology and Nanomedicine, State Key Laboratory of Chemo/Bio-Sensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha, 410082, People's Republic of China
| | - Jian-Hui Ge
- Institute of Chemical Biology and Nanomedicine, State Key Laboratory of Chemo/Bio-Sensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha, 410082, People's Republic of China
| | - Jun-Jie Li
- Institute of Chemical Biology and Nanomedicine, State Key Laboratory of Chemo/Bio-Sensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha, 410082, People's Republic of China
| | - Li-Juan Tang
- Institute of Chemical Biology and Nanomedicine, State Key Laboratory of Chemo/Bio-Sensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha, 410082, People's Republic of China.
| | - Ru-Qin Yu
- Institute of Chemical Biology and Nanomedicine, State Key Laboratory of Chemo/Bio-Sensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha, 410082, People's Republic of China
| | - Jian-Hui Jiang
- Institute of Chemical Biology and Nanomedicine, State Key Laboratory of Chemo/Bio-Sensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha, 410082, People's Republic of China.
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12
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Tenda K, van Gerven B, Arts R, Hiruta Y, Merkx M, Citterio D. Paper-Based Antibody Detection Devices Using Bioluminescent BRET-Switching Sensor Proteins. Angew Chem Int Ed Engl 2018; 57:15369-15373. [PMID: 30168634 PMCID: PMC6282528 DOI: 10.1002/anie.201808070] [Citation(s) in RCA: 96] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2018] [Indexed: 12/04/2022]
Abstract
This work reports on fully integrated “sample‐in‐signal‐out” microfluidic paper‐based analytical devices (μPADs) relying on bioluminescence resonance energy transfer (BRET) switches for analyte recognition and colorimetric signal generation. The devices use BRET‐based antibody sensing proteins integrated into vertically assembled layers of functionalized paper, and their design enables sample volume‐independent and fully reagent‐free operation, including on‐device blood plasma separation. User operation is limited to the application of a single drop (20–30 μL) of sample (serum, whole blood) and the acquisition of a photograph 20 min after sample introduction, with no requirement for precise pipetting, liquid handling, or analytical equipment except for a camera. Simultaneous detection of three different antibodies (anti‐HIV1, anti‐HA, and anti‐DEN1) in whole blood was achieved. Given its simplicity, this type of device is ideally suited for user‐friendly point‐of‐care testing in low‐resource environments.
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Affiliation(s)
- Keisuke Tenda
- Department of Applied Chemistry, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, 223-8522, Yokohama, Japan
| | - Benice van Gerven
- Department of Biomedical Engineering and Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, P.O. Box 513, 5600, MB, Eindhoven, The Netherlands
| | - Remco Arts
- Department of Biomedical Engineering and Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, P.O. Box 513, 5600, MB, Eindhoven, The Netherlands
| | - Yuki Hiruta
- Department of Applied Chemistry, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, 223-8522, Yokohama, Japan
| | - Maarten Merkx
- Department of Biomedical Engineering and Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, P.O. Box 513, 5600, MB, Eindhoven, The Netherlands
| | - Daniel Citterio
- Department of Applied Chemistry, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, 223-8522, Yokohama, Japan
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