1
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Sen P, Zhang Z, Sakib S, Gu J, Li W, Adhikari BR, Motsenyat A, L'Heureux-Hache J, Ang JC, Panesar G, Salena BJ, Yamamura D, Miller MS, Li Y, Soleymani L. High-Precision Viral Detection Using Electrochemical Kinetic Profiling of Aptamer-Antigen Recognition in Clinical Samples and Machine Learning. Angew Chem Int Ed Engl 2024; 63:e202400413. [PMID: 38458987 DOI: 10.1002/anie.202400413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Revised: 03/05/2024] [Accepted: 03/08/2024] [Indexed: 03/10/2024]
Abstract
High-precision viral detection at point of need with clinical samples plays a pivotal role in the diagnosis of infectious diseases and the control of a global pandemic. However, the complexity of clinical samples that often contain very low viral concentrations makes it a huge challenge to develop simple diagnostic devices that do not require any sample processing and yet are capable of meeting performance metrics such as very high sensitivity and specificity. Herein we describe a new single-pot and single-step electrochemical method that uses real-time kinetic profiling of the interaction between a high-affinity aptamer and an antigen on a viral surface. This method generates many data points per sample, which when combined with machine learning, can deliver highly accurate test results in a short testing time. We demonstrate this concept using both SARS-CoV-2 and Influenza A viruses as model viruses with specifically engineered high-affinity aptamers. Utilizing this technique to diagnose COVID-19 with 37 real human saliva samples results in a sensitivity and specificity of both 100 % (27 true negatives and 10 true positives, with 0 false negative and 0 false positive), which showcases the superb diagnostic precision of this method.
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Affiliation(s)
- Payel Sen
- Department of Engineering Physics, McMaster University, Canada
| | - Zijie Zhang
- Department of Biochemistry and Biomedical Sciences, McMaster University, Canada
| | - Sadman Sakib
- Department of Engineering Physics, McMaster University, Canada
| | - Jimmy Gu
- Department of Biochemistry and Biomedical Sciences, McMaster University, Canada
| | - Wantong Li
- Department of Engineering Physics, McMaster University, Canada
| | | | - Ariel Motsenyat
- Department of Integrated Biomedical Engineering and Health Sciences, McMaster University, Canada
| | | | - Jann C Ang
- Department of Biochemistry and Biomedical Sciences, McMaster University, Canada
- McMaster Immunology Research Centre, McMaster University, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Canada
| | - Gurpreet Panesar
- Department of Biochemistry and Biomedical Sciences, McMaster University, Canada
| | | | - Debora Yamamura
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Canada
- Department of Pathology and Molecular Medicine, McMaster University, Canada
| | - Matthew S Miller
- Department of Biochemistry and Biomedical Sciences, McMaster University, Canada
- McMaster Immunology Research Centre, McMaster University, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Canada
| | - Yingfu Li
- Department of Biochemistry and Biomedical Sciences, McMaster University, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Canada
- School of Biomedical Engineering, McMaster University, Canada
| | - Leyla Soleymani
- Department of Engineering Physics, McMaster University, Canada
- Department of Biochemistry and Biomedical Sciences, McMaster University, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Canada
- School of Biomedical Engineering, McMaster University, Canada
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2
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Wang M, Hao MC, Huangfu Y, Yang KZ, Zhang XQ, Zhang Y, Chen J, Zhang ZL. A Universal Aptamer for Influenza A Viruses: Selection, Recognition, and Infection Inhibition. ACS Pharmacol Transl Sci 2024; 7:249-258. [PMID: 38230279 PMCID: PMC10789145 DOI: 10.1021/acsptsci.3c00258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 11/20/2023] [Accepted: 12/07/2023] [Indexed: 01/18/2024]
Abstract
It is crucial to develop universal inhibitors for viral inhibition due to the rapid mutation of viruses. Herein, a universal aptamer inhibitor was developed that enabled a single DNA molecule to recognize several hemeagglutinin (HA) protein subtypes, inducing broad neutralization against influenza A viruses (IAVs). Through a multi-channel enrichment (MCE) strategy, a high-affinity aptamer named UHA-2 was obtained, with its dissociation constants (Kd) for three different HA proteins being 1.5 ± 0.2 nM (H5N1), 3.7 ± 0.4 nM (H7N9), and 10.1 ± 1.1 nM (H9N2). The UHA-2 aptamer had a universal inhibition effect, by which it could broadly neutralize influenza A H5N1, H7N9, H9N2, H1N1, and H3N2 viruses. Universal aptamer inhibitors have the advantages of acquisition in vitro, stability, simple structure, small size, etc. This study not only develops a novel universal aptamer to achieve a broad inhibition effect on various IAVs, but also opens up an efficient strategy for the development of universal inhibitors against viruses.
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Affiliation(s)
- Meng Wang
- College
of Chemistry and Molecular Sciences, Wuhan
University, Wuhan, Hubei 430072, China
| | - Meng-Chan Hao
- Key
Laboratory of Special Pathogens and Biosafety, Wuhan Institute of
Virology, Center for Biosafety Mega-Science,
Chinese Academy of Sciences, Wuhan, Hubei 430071, China
- University
of Chinese Academy of Sciences, Beijing 100049, China
| | - Yueyue Huangfu
- College
of Chemistry and Molecular Sciences, Wuhan
University, Wuhan, Hubei 430072, China
| | - Ke-Zhu Yang
- College
of Chemistry and Molecular Sciences, Wuhan
University, Wuhan, Hubei 430072, China
| | - Xiao-Qing Zhang
- Key
Laboratory of Special Pathogens and Biosafety, Wuhan Institute of
Virology, Center for Biosafety Mega-Science,
Chinese Academy of Sciences, Wuhan, Hubei 430071, China
- University
of Chinese Academy of Sciences, Beijing 100049, China
| | - Yuan Zhang
- Key
Laboratory of Special Pathogens and Biosafety, Wuhan Institute of
Virology, Center for Biosafety Mega-Science,
Chinese Academy of Sciences, Wuhan, Hubei 430071, China
- University
of Chinese Academy of Sciences, Beijing 100049, China
| | - Jianjun Chen
- Key
Laboratory of Special Pathogens and Biosafety, Wuhan Institute of
Virology, Center for Biosafety Mega-Science,
Chinese Academy of Sciences, Wuhan, Hubei 430071, China
- University
of Chinese Academy of Sciences, Beijing 100049, China
| | - Zhi-Ling Zhang
- College
of Chemistry and Molecular Sciences, Wuhan
University, Wuhan, Hubei 430072, China
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3
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Zhdanov G, Gambaryan A, Akhmetova A, Yaminsky I, Kukushkin V, Zavyalova E. Nanoisland SERS-Substrates for Specific Detection and Quantification of Influenza A Virus. BIOSENSORS 2023; 14:20. [PMID: 38248397 PMCID: PMC10813417 DOI: 10.3390/bios14010020] [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: 11/30/2023] [Revised: 12/26/2023] [Accepted: 12/27/2023] [Indexed: 01/23/2024]
Abstract
Surface-enhanced Raman spectroscopy (SERS)-based aptasensors for virus determination have attracted a lot of interest recently. This approach provides both specificity due to an aptamer component and a low limit of detection due to signal enhancement by a SERS substrate. The most successful SERS-based aptasensors have a limit of detection (LoD) of 10-100 viral particles per mL (VP/mL) that is advantageous compared to polymerase chain reactions. These characteristics of the sensors require the use of complex substrates. Previously, we described silver nanoisland SERS-substrate with a reproducible and uniform surface, demonstrating high potency for industrial production and a suboptimal LoD of 4 × 105 VP/mL of influenza A virus. Here we describe a study of the sensor morphology, revealing an unexpected mechanism of signal enhancement through the distortion of the nanoisland layer. A novel modification of the aptasensor was proposed with chromium-enhanced adhesion of silver nanoparticles to the surface as well as elimination of the buffer-dependent distortion-triggering steps. As a result, the LoD of the Influenza A virus was decreased to 190 VP/mL, placing the nanoisland SERS-based aptasensors in the rank of the most powerful sensors for viral detection.
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Affiliation(s)
- Gleb Zhdanov
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (G.Z.); (E.Z.)
- Moscow Institute of Physics and Technology, Institute of Quantum Technologies, 141700 Dolgoprudny, Russia
| | - Alexandra Gambaryan
- Chumakov Federal Scientific Centre for Research and Development of Immune and Biological Products RAS, 108819 Moscow, Russia
| | - Assel Akhmetova
- Physics Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (A.A.); (I.Y.)
| | - Igor Yaminsky
- Physics Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (A.A.); (I.Y.)
| | - Vladimir Kukushkin
- Osipyan Institute of Solid State Physics of the Russian Academy of Science, 142432 Chernogolovka, Russia;
| | - Elena Zavyalova
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (G.Z.); (E.Z.)
- Moscow Institute of Physics and Technology, Institute of Quantum Technologies, 141700 Dolgoprudny, Russia
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4
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Kukushkin V, Ambartsumyan O, Subekin A, Astrakhantseva A, Gushchin V, Nikonova A, Dorofeeva A, Zverev V, Keshek A, Meshcheryakova N, Zaborova O, Gambaryan A, Zavyalova E. Multiplex Lithographic SERS Aptasensor for Detection of Several Respiratory Viruses in One Pot. Int J Mol Sci 2023; 24:ijms24098081. [PMID: 37175786 PMCID: PMC10178974 DOI: 10.3390/ijms24098081] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 04/24/2023] [Accepted: 04/27/2023] [Indexed: 05/15/2023] Open
Abstract
Rapid and reliable techniques for virus identification are required in light of recurring epidemics and pandemics throughout the world. Several techniques have been distributed for testing the flow of patients. Polymerase chain reaction with reverse transcription is a reliable and sensitive, though not rapid, tool. The antibody-based strip is a rapid, though not reliable, and sensitive tool. A set of alternative tools is being developed to meet all the needs of the customer. Surface-enhanced Raman spectroscopy (SERS) provides the possibility of single molecule detection taking several minutes. Here, a multiplex lithographic SERS aptasensor was developed aiming at the detection of several respiratory viruses in one pot within 17 min. The four labeled aptamers were anchored onto the metal surface of four SERS zones; the caught viruses affect the SERS signals of the labels, providing changes in the analytical signals. The sensor was able to decode mixes of SARS-CoV-2 (severe acute respiratory syndrome coronavirus two), influenza A virus, respiratory syncytial virus, and adenovirus within a single experiment through a one-stage recognition process.
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Affiliation(s)
- Vladimir Kukushkin
- Osipyan Institute of Solid State Physics, Russian Academy of Science, 142432 Chernogolovka, Russia
| | | | - Alexei Subekin
- Moscow Institute of Physics and Technology, 141701 Dolgoprudny, Russia
| | - Anna Astrakhantseva
- Osipyan Institute of Solid State Physics, Russian Academy of Science, 142432 Chernogolovka, Russia
- Moscow Institute of Physics and Technology, 141701 Dolgoprudny, Russia
| | - Vladimir Gushchin
- N. F. Gamaleya Federal Research Center for Epidemiology & Microbiology, 123098 Moscow, Russia
| | - Alexandra Nikonova
- Mechnikov Research Institute of Vaccines and Sera, 105064 Moscow, Russia
| | | | - Vitaly Zverev
- Mechnikov Research Institute of Vaccines and Sera, 105064 Moscow, Russia
| | - Anna Keshek
- Chemistry Department of Lomonosov, Moscow State University, 119991 Moscow, Russia
| | | | - Olga Zaborova
- Chemistry Department of Lomonosov, Moscow State University, 119991 Moscow, Russia
| | - Alexandra Gambaryan
- Chumakov Federal Scientific Center for Research, Development of Immune and Biological Products RAS, 108819 Moscow, Russia
| | - Elena Zavyalova
- Chemistry Department of Lomonosov, Moscow State University, 119991 Moscow, Russia
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5
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Kulabhusan PK, Pishva P, Çapkın E, Tambe P, Yüce M. Aptamer-based Emerging Tools for Viral Biomarker Detection: A Focus on SARS-CoV-2. Curr Med Chem 2023; 30:910-934. [PMID: 35156569 DOI: 10.2174/1568009622666220214101059] [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: 06/22/2021] [Revised: 11/11/2021] [Accepted: 12/19/2021] [Indexed: 11/22/2022]
Abstract
Viral infections can cause fatal illnesses to humans as well as animals. Early detection of viruses is therefore crucial to provide effective treatment to patients. Recently, the Covid-19 pandemic has undoubtedly given an alarming call to develop rapid and sensitive detection platforms. The viral diagnostic tools need to be fast, affordable, and easy to operate with high sensitivity and specificity equivalent or superior to the currently used diagnostic methods. The present detection methods include direct detection of viral antigens or measuring the response of antibodies to viral infections. However, the sensitivity and quantification of the virus are still a significant challenge. Detection tools employing synthetic binding molecules like aptamers may provide several advantages over the conventional methods that use antibodies in the assay format. Aptamers are highly stable and tailorable molecules and are therefore ideal for detection and chemical sensing applications. This review article discusses various advances made in aptamer-based viral detection platforms, including electrochemical, optical, and colorimetric methods to detect viruses, specifically SARS-Cov-2. Considering the several advantages, aptamers could be game-changing in designing high-throughput biosensors for viruses and other biomedical applications in the future.
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Affiliation(s)
- Prabir Kumar Kulabhusan
- Institute for Global Food Security, School of Biological Sciences, Queen's University Belfast, Belfast, UK
| | - Parsa Pishva
- Sabanci University, Faculty of Engineering and Natural Sciences, Istanbul, 34956, Turkey
| | - Eda Çapkın
- Sabanci University, Faculty of Engineering and Natural Sciences, Istanbul, 34956, Turkey
| | - Prajakta Tambe
- Wellcome-- Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast, UK
| | - Meral Yüce
- Sabanci University, SUNUM Nanotechnology Research, and Application Centre, Istanbul, 34956, Turkey
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6
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Gautam V, Kumar R, Jain VK, Nagpal S. An overview of advancement in aptasensors for influenza detection. Expert Rev Mol Diagn 2022; 22:705-724. [PMID: 35994712 DOI: 10.1080/14737159.2022.2116276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION The platforms for early identification of infectious diseases such as influenza has seen a surge in recent years as delayed diagnosis of such infections can lead to dreadful effects causing large numbers of deaths. The time taken in detection of an infectious disease may vary from a few days to a few weeks depending upon the choice of the techniques. So, there is an urgent need for advanced methodologies for early diagnosis of the influenza. AREAS COVERED The emergence of "Aptasensor" synergistically with biosensors for diagnosis has opened a new era for sensitive, selective and early detection approaches. This review described various conventional as well as advanced methods based on artificial immunogenic nucleotide sequences complementing a part of the virus, i.e., aptamers based aptasensors for influenza diagnosis and the challenges faced in their commercialization. EXPERT OPINION Although numerous traditional methods are available for influenza detection but mostly associated with low sensitivity, specificity, high cost, trained personnel, and animals required for virus culture/ antibody raising as the major drawbacks. Aptamers can be manufactured invitro as 'chemical antibodies' at commercial level, no animal required. Following these advantages, aptamers can pave the way for an efficient diagnostic technique as compared to other existing conventional methods..
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Affiliation(s)
- Varsha Gautam
- Amity Institute for Advanced Research and Studies (Materials & Devices), Amity University, Noida India, India
| | - Ramesh Kumar
- Department of Biotechnology, Indira Gandhi University, Meerpur, India
| | - Vinod Kumar Jain
- Amity Institute for Advanced Research and Studies (Materials & Devices), Amity University, Noida India, India
| | - Suman Nagpal
- Department of Environmental sciences, Indira Gandhi University, Meerpur, India
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7
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Minagawa H, Sawa H, Fujita T, Kato S, Inaguma A, Hirose M, Orba Y, Sasaki M, Tabata K, Nomura N, Shingai M, Suzuki Y, Horii K. A high-affinity aptamer with base-appended base-modified DNA bound to isolated authentic SARS-CoV-2 strains wild-type and B.1.617.2 (delta variant). Biochem Biophys Res Commun 2022; 614:207-212. [PMID: 35617879 PMCID: PMC9060713 DOI: 10.1016/j.bbrc.2022.04.071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 04/15/2022] [Indexed: 11/02/2022]
Abstract
Simple, highly sensitive detection technologies for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are crucial for the effective implementation of public health policies. We used the systematic evolution of ligands by exponential enrichment with a modified DNA library, including a base-appended base (uracil with a guanine base at its fifth position), to create an aptamer with a high affinity for the receptor-binding domain (RBD) of the SARS-CoV-2 spike glycoprotein. The aptamer had a dissociation constant of 1.2 and < 1 nM for the RBD and spike trimer, respectively. Furthermore, enzyme-linked aptamer assays confirmed that the aptamer binds to isolated authentic SARS-CoV-2 wild-type and B.1.617.2 (delta variant). The binding signal was larger that of commercially available anti-SARS-CoV-2 RBD antibody. Thus, this aptamer as a sensing element will enable the highly sensitive detection of SARS-CoV-2.
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Affiliation(s)
- Hirotaka Minagawa
- NEC Solution Innovators, Ltd., 1-18-7, Shinkiba, Koto-ku, Tokyo, 136-8627, Japan.
| | - Hirofumi Sawa
- Division of Molecular Pathobiology, International Institute for Zoonosis Control, Hokkaido University, N20, W10, Kita-ku, Sapporo, 001-0020, Japan; International Collaboration Unit, International Institute for Zoonosis Control, Hokkaido University, N20, W10, Kita-ku, Sapporo, 001-0020, Japan; One Health Research Center, Hokkaido University, N20, W10, Kita-ku, Sapporo, 001-0020, Japan.
| | - Tomoko Fujita
- NEC Solution Innovators, Ltd., 1-18-7, Shinkiba, Koto-ku, Tokyo, 136-8627, Japan.
| | - Shintaro Kato
- NEC Solution Innovators, Ltd., 1-18-7, Shinkiba, Koto-ku, Tokyo, 136-8627, Japan.
| | - Asumi Inaguma
- NEC Solution Innovators, Ltd., 1-18-7, Shinkiba, Koto-ku, Tokyo, 136-8627, Japan.
| | - Miwako Hirose
- NEC Solution Innovators, Ltd., 1-18-7, Shinkiba, Koto-ku, Tokyo, 136-8627, Japan.
| | - Yasuko Orba
- Division of Molecular Pathobiology, International Institute for Zoonosis Control, Hokkaido University, N20, W10, Kita-ku, Sapporo, 001-0020, Japan; International Collaboration Unit, International Institute for Zoonosis Control, Hokkaido University, N20, W10, Kita-ku, Sapporo, 001-0020, Japan.
| | - Michihito Sasaki
- Division of Molecular Pathobiology, International Institute for Zoonosis Control, Hokkaido University, N20, W10, Kita-ku, Sapporo, 001-0020, Japan.
| | - Koshiro Tabata
- Division of Molecular Pathobiology, International Institute for Zoonosis Control, Hokkaido University, N20, W10, Kita-ku, Sapporo, 001-0020, Japan.
| | - Naoki Nomura
- Laboratory for Biologics Development, International Institute for Zoonosis Control, Hokkaido University, N20, W10, Kita-ku, Sapporo, 001-0020, Japan.
| | - Masashi Shingai
- International Collaboration Unit, International Institute for Zoonosis Control, Hokkaido University, N20, W10, Kita-ku, Sapporo, 001-0020, Japan; Laboratory for Biologics Development, International Institute for Zoonosis Control, Hokkaido University, N20, W10, Kita-ku, Sapporo, 001-0020, Japan.
| | - Yasuhiko Suzuki
- Division of Bioresource, International Institute for Zoonosis Control, Hokkaido University, N20, W10, Kita-ku, Sapporo, 001-0020, Japan.
| | - Katsunori Horii
- NEC Solution Innovators, Ltd., 1-18-7, Shinkiba, Koto-ku, Tokyo, 136-8627, Japan.
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Maddocks GM, Peterson KL, Downey ML, Lee BH, Lavoie JH, Menegatti S, Daniele M. Aptasensor for Detection of Influenza-A in Human Saliva. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2022; 2022:1262-1265. [PMID: 36086000 DOI: 10.1109/embc48229.2022.9871837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Access to low-cost, rapid, individualized diagnostics at point-of-care and point-of-need is vital to minimize the impact of highly infectious viruses, such as influenza. Herein, a biosensor for detecting hemagglutinin (HA), an abundant capsid protein in H1N1 viruses, is demonstrated. A gold working electrode was functionalized with a thiol-modified, HA-binding aptamer derivatized with a methylene blue modification for redox reporting. The aptamer was characterized by surface plasmon resonance to confirm its biorecognition activity for HA. The aptasensor was characterized by square wave voltammetry to quantify the sensor's response to varying concentrations of HA. The sensor exhibited a lower limit of detection of 1.5 pM with linear detection of up to 1.2 nM in both Tris buffer and simulated human saliva, thus encompassing the clinically relevant HA range in saliva. Average sensitivity was measured at 21.083 nA·nM-1in Tris and 14.5 nA·nM-1in artificial saliva across clinically relevant HA titers. Sensor stability across time was also investigated, providing a preliminary understanding of the translational viability of the aptasensors for mobile and remote diagnostic applications.
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9
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Zhdanov G, Nyhrikova E, Meshcheryakova N, Kristavchuk O, Akhmetova A, Andreev E, Rudakova E, Gambaryan A, Yaminsky I, Aralov A, Kukushkin V, Zavyalova E. A Combination of Membrane Filtration and Raman-Active DNA Ligand Greatly Enhances Sensitivity of SERS-Based Aptasensors for Influenza A Virus. Front Chem 2022; 10:937180. [PMID: 35844641 PMCID: PMC9279936 DOI: 10.3389/fchem.2022.937180] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 05/25/2022] [Indexed: 01/20/2023] Open
Abstract
Biosensors combining the ultrahigh sensitivity of surface-enhanced Raman scattering (SERS) and the specificity of nucleic acid aptamers have recently drawn attention in the detection of respiratory viruses. The most sensitive SERS-based aptasensors allow determining as low as 104 virus particles per mL that is 100-fold lower than any antibody-based lateral flow tests but 10–100-times higher than a routine polymerase chain reaction with reversed transcription (RT-PCR). Sensitivity of RT-PCR has not been achieved in SERS-based aptasensors despite the usage of sophisticated SERS-active substrates. Here, we proposed a novel design of a SERS-based aptasensor with the limit of detection of just 103 particles per ml of the influenza A virus that approaches closely to RT-PCR sensitivity. The sensor utilizes silver nanoparticles with the simplest preparation instead of sophisticated SERS-active surfaces. The analytical signal is provided by a unique Raman-active dye that competes with the virus for the binding to the G-quadruplex core of the aptamer. The aptasensor functions even with aliquots of the biological fluids due to separation of the off-target molecules by pre-filtration through a polymeric membrane. The aptasensor detects influenza viruses in the range of 1·103–5·1010 virus particles per ml.
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Affiliation(s)
- Gleb Zhdanov
- Chemistry Department, Lomonosov Moscow State University, Moscow, Russia
| | | | | | | | - Assel Akhmetova
- Belozersky Research Institute of Physical Chemical Biology, Lomonosov Moscow State University, Moscow, Russia
| | | | - Elena Rudakova
- Institute of Physiologically Active Compounds of Russian Academy of Science, Chernogolovka, Russia
| | - Alexandra Gambaryan
- Chumakov Federal Scientific Centre for Research and Development of Immune and Biological Products RAS, Moscow, Russia
| | - Igor Yaminsky
- Chemistry Department, Lomonosov Moscow State University, Moscow, Russia
- Physical Department, Lomonosov Moscow State University, Moscow, Russia
| | - Andrey Aralov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
| | - Vladimir Kukushkin
- Institute of Solid State Physics, Russian Academy of Science, Chernogolovka, Russia
| | - Elena Zavyalova
- Chemistry Department, Lomonosov Moscow State University, Moscow, Russia
- Belozersky Research Institute of Physical Chemical Biology, Lomonosov Moscow State University, Moscow, Russia
- *Correspondence: Elena Zavyalova,
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10
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Wang Z, Zhao Q, Huang M, Duan Y, Li F, Wang T. Dual Detection of Hemagglutinin Proteins of H5N1 and H1N1 Influenza Viruses Based on FRET Combined With DNase I. Front Microbiol 2022; 13:934475. [PMID: 35847124 PMCID: PMC9280266 DOI: 10.3389/fmicb.2022.934475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 05/31/2022] [Indexed: 12/04/2022] Open
Abstract
Influenza A viruses (IAV) are classified based on their surface proteins hemagglutinin (HA) and neuraminidase (NA). Both pandemic H1N1 (pH1N1) and highly pathogenic avian influenza (HPAI) H5N1 viruses pose a significant threat to public health. Effective methods to simultaneously distinguish H1N1 and H5N1 are thus of great clinical value. In this study, a protocol for detection of HA proteins of both H1N1 and H5N1 was established. Specifically, we designed an aptasensor for HA using fluorescence resonance energy transfer (FRET) strategy combined with DNase I-assisted cyclic enzymatic signal amplification. HA aptamers of H1N1 and H5N1 IAVs labeled with various fluorescent dyes were used as probes. Graphene oxide (GO) acted as a FRET acceptor for quenching the fluorescence signal and protected aptamers from DNase I cleavage. The fluorescence signal was recovered owing to aptamer release from GO with HA protein. DNase I-digested free aptamers and HA proteins were able to further interact with more fluorescent aptamer probes, resulting in increased signal amplification. The limits of detection (LOD) of H5N1 HA and H1N1 HA were 0.73 and 0.43 ng/ml, respectively, which were 19 and 27 times higher than LOD values obtained with the DNase I-free system. The recovery rate of HA protein in human serum samples ranged from 88.23 to 117.86%, supporting the accuracy and stability of this method in a complex detection environment. Our rapid, sensitive, and cost-effective novel approach could be expanded to other subtypes of IAVs other than H1N1 and H5N1.
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Affiliation(s)
- Zhiyun Wang
- School of Environmental Science and Engineering, Tianjin University, Tianjin, China
- *Correspondence: Zhiyun Wang
| | - Qiuzi Zhao
- School of Life Sciences, Tianjin University, Tianjin, China
| | - Mengqian Huang
- School of Life Sciences, Tianjin University, Tianjin, China
| | - Yuqin Duan
- School of Life Sciences, Tianjin University, Tianjin, China
| | - Feifei Li
- School of Life Sciences, Tianjin University, Tianjin, China
| | - Tao Wang
- School of Life Sciences, Tianjin University, Tianjin, China
- Tao Wang
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11
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Dzuvor CKO, Tettey EL, Danquah MK. Aptamers as promising nanotheranostic tools in the COVID-19 pandemic era. WILEY INTERDISCIPLINARY REVIEWS. NANOMEDICINE AND NANOBIOTECHNOLOGY 2022; 14:e1785. [PMID: 35238490 PMCID: PMC9111085 DOI: 10.1002/wnan.1785] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 02/02/2022] [Accepted: 02/07/2022] [Indexed: 12/13/2022]
Abstract
The emergence of SARS‐COV‐2, the causative agent of new coronavirus disease (COVID‐19) has become a pandemic threat. Early and precise detection of the virus is vital for effective diagnosis and treatment. Various testing kits and assays, including nucleic acid detection methods, antigen tests, serological tests, and enzyme‐linked immunosorbent assay (ELISA), have been implemented or are being explored to detect the virus and/or characterize cellular and antibody responses to the infection. However, these approaches have inherent drawbacks such as nonspecificity, high cost, are characterized by long turnaround times for test results, and can be labor‐intensive. Also, the circulating SARS‐COV‐2 variant of concerns, reduced antibody sensitivity and/or neutralization, and possible antibody‐dependent enhancement (ADE) have warranted the search for alternative potent therapeutics. Aptamers, which are single‐stranded oligonucleotides, generated artificially by SELEX (Evolution of Ligands by Exponential Enrichment) may offer the capacity to generate high‐affinity neutralizers and/or bioprobes for monitoring relevant SARS‐COV‐2 and COVID‐19 biomarkers. This article reviews and discusses the prospects of implementing aptamers for rapid point‐of‐care detection and treatment of SARS‐COV‐2. We highlight other SARS‐COV‐2 targets (N protein, spike protein stem‐helix), SELEX augmented with competition assays and in silico technologies for rapid discovery and isolation of theranostic aptamers against COVID‐19 and future pandemics. It further provides an overview on site‐specific bioconjugation approaches, customizable molecular scaffolding strategies, and nanotechnology platforms to engineer these aptamers into ultrapotent blockers, multivalent therapeutics, and vaccines to boost both humoral and cellular immunity against the virus. This article is categorized under:Therapeutic Approaches and Drug Discovery > Emerging Technologies Diagnostic Tools > Biosensing Therapeutic Approaches and Drug Discovery > Nanomedicine for Infectious Disease Therapeutic Approaches and Drug Discovery > Nanomedicine for Respiratory Disease
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Affiliation(s)
- Christian K O Dzuvor
- Bioengineering Laboratory, Department of Chemical and Biological Engineering, Monash University, Clayton, Victoria, Australia
| | | | - Michael K Danquah
- Department of Chemical Engineering, University of Tennessee, Chattanooga, Tennessee, USA
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12
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Chakraborty B, Das S, Gupta A, Xiong Y, Vyshnavi TV, Kizer ME, Duan J, Chandrasekaran AR, Wang X. Aptamers for Viral Detection and Inhibition. ACS Infect Dis 2022; 8:667-692. [PMID: 35220716 PMCID: PMC8905934 DOI: 10.1021/acsinfecdis.1c00546] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Indexed: 02/07/2023]
Abstract
Recent times have experienced more than ever the impact of viral infections in humans. Viral infections are known to cause diseases not only in humans but also in plants and animals. Here, we have compiled the literature review of aptamers selected and used for detection and inhibition of viral infections in all three categories: humans, animals, and plants. This review gives an in-depth introduction to aptamers, different types of aptamer selection (SELEX) methodologies, the benefits of using aptamers over commonly used antibody-based strategies, and the structural and functional mechanism of aptasensors for viral detection and therapy. The review is organized based on the different characterization and read-out tools used to detect virus-aptasensor interactions with a detailed index of existing virus-targeting aptamers. Along with addressing recent developments, we also discuss a way forward with aptamers for DNA nanotechnology-based detection and treatment of viral diseases. Overall, this review will serve as a comprehensive resource for aptamer-based strategies in viral diagnostics and treatment.
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Affiliation(s)
- Banani Chakraborty
- Department of Chemical Engineering, Indian Institute of Science, Bangalore, Karnataka 560012, India
| | - Sreyashi Das
- Department of Biological Sciences and Bioengineering, Indian Institute of Technology, Kanpur, Uttar Pradesh 208016, India
| | - Arushi Gupta
- Department of Chemical Engineering, Indian Institute of Science, Bangalore, Karnataka 560012, India
| | - Yanyu Xiong
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
- Nick Holonyak Jr. Micro and Nanotechnology Laboratory (HMNTL), University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - T-V Vyshnavi
- Department of Chemical Engineering, Indian Institute of Science, Bangalore, Karnataka 560012, India
| | - Megan E. Kizer
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Jinwei Duan
- Department of Chemistry and Materials Science, Chang’an University, Xi’an, Shaanxi 710064, China
| | - Arun Richard Chandrasekaran
- The RNA Institute, University at Albany, State University of New York, Albany, New York 12222, United States
| | - Xing Wang
- Nick Holonyak Jr. Micro and Nanotechnology Laboratory (HMNTL), 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 Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
- Carl R. Woese Institute for Genomic Biology (IGB), University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
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13
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Aptamers in Virology-A Consolidated Review of the Most Recent Advancements in Diagnosis and Therapy. Pharmaceutics 2021; 13:pharmaceutics13101646. [PMID: 34683938 PMCID: PMC8540715 DOI: 10.3390/pharmaceutics13101646] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 09/28/2021] [Accepted: 10/01/2021] [Indexed: 01/05/2023] Open
Abstract
The use of short oligonucleotide or peptide molecules as target-specific aptamers has recently garnered substantial attention in the field of the detection and treatment of viral infections. Based on their high affinity and high specificity to desired targets, their use is on the rise to replace antibodies for the detection of viruses and viral antigens. Furthermore, aptamers inhibit intracellular viral transcription and translation, in addition to restricting viral entry into host cells. This has opened up a plethora of new targets for the research and development of novel vaccines against viruses. Here, we discuss the advances made in aptamer technology for viral diagnosis and therapy in the past decade.
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14
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15
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Raman spectroscopy for virus detection and the implementation of unorthodox food safety. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.08.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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16
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Wan Q, Liu X, Zu Y. Oligonucleotide aptamers for pathogen detection and infectious disease control. Theranostics 2021; 11:9133-9161. [PMID: 34522231 PMCID: PMC8419047 DOI: 10.7150/thno.61804] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 08/04/2021] [Indexed: 12/21/2022] Open
Abstract
During an epidemic or pandemic, the primary task is to rapidly develop precise diagnostic approaches and effective therapeutics. Oligonucleotide aptamer-based pathogen detection assays and control therapeutics are promising, as aptamers that specifically recognize and block pathogens can be quickly developed and produced through simple chemical synthesis. This work reviews common aptamer-based diagnostic techniques for communicable diseases and summarizes currently available aptamers that target various pathogens, including the SARS-CoV-2 virus. Moreover, this review discusses how oligonucleotide aptamers might be leveraged to control pathogen propagation and improve host immune system responses. This review offers a comprehensive data source to the further develop aptamer-based diagnostics and therapeutics specific for infectious diseases.
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Affiliation(s)
| | | | - Youli Zu
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, TX 77030, USA
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17
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Zhao Q, Du P, Wang X, Huang M, Sun LD, Wang T, Wang Z. Upconversion Fluorescence Resonance Energy Transfer Aptasensors for H5N1 Influenza Virus Detection. ACS OMEGA 2021; 6:15236-15245. [PMID: 34151102 PMCID: PMC8210407 DOI: 10.1021/acsomega.1c01491] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 05/24/2021] [Indexed: 05/27/2023]
Abstract
Influenza A virus (IAV) poses a significant threat to human health, which calls for the development of efficient detection methods. The present study constructed a fluorescence resonance energy transfer (FRET) system based on novel fluorescent probes and graphene oxide (GO) for detecting H5N1 IAV hemagglutinin (HA). Here, we synthesized small (sub-20 nm) sandwich-structured upconversion nanoparticles (UCNPs) (SWUCNPs for short) with a high energy transfer efficiency, which allows for controlling the emitter in a thin shell. The π-π stacking interaction between the aptamer and GO shortens the distance between the fluorescent probe and the receptor, thereby realizing fluorescence resonance energy transfer (FRET). When HA is present, the aptamer enables changes in their conformations and move away from GO surface. Fluorescence signals display a linear relationship between HA quantitation in the range of 0.1-15 ng mL-1 and a limit of detection (LOD) of 60.9 pg mL-1. The aptasensor was also applicable in human serum samples with a linear range from 0.2 to 12 ng mL-1 and a limit of detection of 114.7 pg mL-1. This strategy suggested the promising prospect of the aptasensor in clinical applications because of the excellent sensing performance and sensitivity. This strategy may be promising for vitro diagnostics and provides new insights into the functioning of the SWUCNPs system.
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Affiliation(s)
- Qiuzi Zhao
- School
of Life Sciences, Tianjin University, 92 Weijin Road,
Nankai District, Tianjin 300072, China
| | - Ping Du
- Beijing
National Laboratory for Molecular Sciences, State Key Laboratory of
Rare Earth Materials Chemistry and Applications, PKU-HKU Joint Laboratory
in Rare Earth Materials and Bioinorganic Chemistry, College of Chemistry
and Molecular Engineering, Peking University, 202 Chengfu Road, Haidian District, Beijing 100871, China
| | - Xiaoyong Wang
- Beijing
National Laboratory for Molecular Sciences, State Key Laboratory of
Rare Earth Materials Chemistry and Applications, PKU-HKU Joint Laboratory
in Rare Earth Materials and Bioinorganic Chemistry, College of Chemistry
and Molecular Engineering, Peking University, 202 Chengfu Road, Haidian District, Beijing 100871, China
| | - Mengqian Huang
- School
of Life Sciences, Tianjin University, 92 Weijin Road,
Nankai District, Tianjin 300072, China
| | - Ling-Dong Sun
- Beijing
National Laboratory for Molecular Sciences, State Key Laboratory of
Rare Earth Materials Chemistry and Applications, PKU-HKU Joint Laboratory
in Rare Earth Materials and Bioinorganic Chemistry, College of Chemistry
and Molecular Engineering, Peking University, 202 Chengfu Road, Haidian District, Beijing 100871, China
| | - Tao Wang
- School
of Life Sciences, Tianjin University, 92 Weijin Road,
Nankai District, Tianjin 300072, China
| | - Zhiyun Wang
- School
of Environmental Science and Engineering, 135 Yaguang Road, Jinnan District, Tianjin 300350, China
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Ștefan G, Hosu O, De Wael K, Lobo-Castañón MJ, Cristea C. Aptamers in biomedicine: Selection strategies and recent advances. Electrochim Acta 2021. [DOI: 10.1016/j.electacta.2021.137994] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Bizyaeva AA, Bunin DA, Moiseenko VL, Gambaryan AS, Balk S, Tashlitsky VN, Arutyunyan AM, Kopylov AM, Zavyalova EG. The Functional Role of Loops and Flanking Sequences of G-Quadruplex Aptamer to the Hemagglutinin of Influenza a Virus. Int J Mol Sci 2021; 22:2409. [PMID: 33673708 PMCID: PMC7957560 DOI: 10.3390/ijms22052409] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 02/21/2021] [Accepted: 02/24/2021] [Indexed: 12/22/2022] Open
Abstract
Nucleic acid aptamers are generally accepted as promising elements for the specific and high-affinity binding of various biomolecules. It has been shown for a number of aptamers that the complexes with several related proteins may possess a similar affinity. An outstanding example is the G-quadruplex DNA aptamer RHA0385, which binds to the hemagglutinins of various influenza A virus strains. These hemagglutinins have homologous tertiary structures but moderate-to-low amino acid sequence identities. Here, the experiment was inverted, targeting the same protein using a set of related, parallel G-quadruplexes. The 5'- and 3'-flanking sequences of RHA0385 were truncated to yield parallel G-quadruplex with three propeller loops that were 7, 1, and 1 nucleotides in length. Next, a set of minimal, parallel G-quadruplexes with three single-nucleotide loops was tested. These G-quadruplexes were characterized both structurally and functionally. All parallel G-quadruplexes had affinities for both recombinant hemagglutinin and influenza virions. In summary, the parallel G-quadruplex represents a minimal core structure with functional activity that binds influenza A hemagglutinin. The flanking sequences and loops represent additional features that can be used to modulate the affinity. Thus, the RHA0385-hemagglutinin complex serves as an excellent example of the hypothesis of a core structure that is decorated with additional recognizing elements capable of improving the binding properties of the aptamer.
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Affiliation(s)
- Anastasia A. Bizyaeva
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (D.A.B.); (V.L.M.); (V.N.T.); (A.M.K.)
| | - Dmitry A. Bunin
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (D.A.B.); (V.L.M.); (V.N.T.); (A.M.K.)
| | - Valeria L. Moiseenko
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (D.A.B.); (V.L.M.); (V.N.T.); (A.M.K.)
| | - Alexandra S. Gambaryan
- Chumakov Federal Scientific Centre for Research and Development of Immune and Biological Products RAS, 108819 Moscow, Russia;
| | | | - Vadim N. Tashlitsky
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (D.A.B.); (V.L.M.); (V.N.T.); (A.M.K.)
| | - Alexander M. Arutyunyan
- Belozersky Research Institute of Physical Chemical Biology, Lomonosov Moscow State University, 119991 Moscow, Russia;
| | - Alexey M. Kopylov
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (D.A.B.); (V.L.M.); (V.N.T.); (A.M.K.)
| | - Elena G. Zavyalova
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (D.A.B.); (V.L.M.); (V.N.T.); (A.M.K.)
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20
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Gribanyov D, Zhdanov G, Olenin A, Lisichkin G, Gambaryan A, Kukushkin V, Zavyalova E. SERS-Based Colloidal Aptasensors for Quantitative Determination of Influenza Virus. Int J Mol Sci 2021; 22:1842. [PMID: 33673314 PMCID: PMC7918581 DOI: 10.3390/ijms22041842] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 02/07/2021] [Accepted: 02/09/2021] [Indexed: 02/06/2023] Open
Abstract
Development of sensitive techniques for rapid detection of viruses is on a high demand. Surface-enhanced Raman spectroscopy (SERS) is an appropriate tool for new techniques due to its high sensitivity. DNA aptamers are short structured oligonucleotides that can provide specificity for SERS biosensors. Existing SERS-based aptasensors for rapid virus detection had several disadvantages. Some of them lacked possibility of quantitative determination, while others had sophisticated and expensive implementation. In this paper, we provide a new approach that combines rapid specific detection and the possibility of quantitative determination of viruses using the example of influenza A virus.
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Affiliation(s)
- Dmitry Gribanyov
- Institute of Solid State Physics of Russian Academy of Science, 142432 Chernogolovka, Russia;
| | - Gleb Zhdanov
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (G.Z.); (A.O.); (G.L.)
| | - Andrei Olenin
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (G.Z.); (A.O.); (G.L.)
| | - Georgii Lisichkin
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (G.Z.); (A.O.); (G.L.)
| | - Alexandra Gambaryan
- Chumakov Federal Scientific Center for Research and Development of Immune and Biological Products RAS, 108819 Moscow, Russia;
| | - Vladimir Kukushkin
- Institute of Solid State Physics of Russian Academy of Science, 142432 Chernogolovka, Russia;
| | - Elena Zavyalova
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (G.Z.); (A.O.); (G.L.)
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Tarim EA, Karakuzu B, Oksuz C, Sarigil O, Kizilkaya M, Al-Ruweidi MKAA, Yalcin HC, Ozcivici E, Tekin HC. Microfluidic-based virus detection methods for respiratory diseases. EMERGENT MATERIALS 2021; 4:143-168. [PMID: 33786415 PMCID: PMC7992628 DOI: 10.1007/s42247-021-00169-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 01/19/2021] [Indexed: 05/04/2023]
Abstract
With the recent SARS-CoV-2 outbreak, the importance of rapid and direct detection of respiratory disease viruses has been well recognized. The detection of these viruses with novel technologies is vital in timely prevention and treatment strategies for epidemics and pandemics. Respiratory viruses can be detected from saliva, swab samples, nasal fluid, and blood, and collected samples can be analyzed by various techniques. Conventional methods for virus detection are based on techniques relying on cell culture, antigen-antibody interactions, and nucleic acids. However, these methods require trained personnel as well as expensive equipment. Microfluidic technologies, on the other hand, are one of the most accurate and specific methods to directly detect respiratory tract viruses. During viral infections, the production of detectable amounts of relevant antibodies takes a few days to weeks, hampering the aim of prevention. Alternatively, nucleic acid-based methods can directly detect the virus-specific RNA or DNA region, even before the immune response. There are numerous methods to detect respiratory viruses, but direct detection techniques have higher specificity and sensitivity than other techniques. This review aims to summarize the methods and technologies developed for microfluidic-based direct detection of viruses that cause respiratory infection using different detection techniques. Microfluidics enables the use of minimal sample volumes and thereby leading to a time, cost, and labor effective operation. Microfluidic-based detection technologies provide affordable, portable, rapid, and sensitive analysis of intact virus or virus genetic material, which is very important in pandemic and epidemic events to control outbreaks with an effective diagnosis.
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Affiliation(s)
- E. Alperay Tarim
- Department of Bioengineering, Izmir Institute of Technology, Urla, Izmir, Turkey
| | - Betul Karakuzu
- Department of Bioengineering, Izmir Institute of Technology, Urla, Izmir, Turkey
| | - Cemre Oksuz
- Department of Bioengineering, Izmir Institute of Technology, Urla, Izmir, Turkey
| | - Oyku Sarigil
- Department of Bioengineering, Izmir Institute of Technology, Urla, Izmir, Turkey
| | - Melike Kizilkaya
- Department of Bioengineering, Izmir Institute of Technology, Urla, Izmir, Turkey
| | | | | | - Engin Ozcivici
- Department of Bioengineering, Izmir Institute of Technology, Urla, Izmir, Turkey
| | - H. Cumhur Tekin
- Department of Bioengineering, Izmir Institute of Technology, Urla, Izmir, Turkey
- METU MEMS Center, Ankara, Turkey
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The Latest Achievements in the Construction of Influenza Virus Detection Aptasensors. Viruses 2020; 12:v12121365. [PMID: 33265901 PMCID: PMC7760490 DOI: 10.3390/v12121365] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 11/14/2020] [Accepted: 11/23/2020] [Indexed: 12/14/2022] Open
Abstract
Aptamers are short fragments of nucleic acids, DNA or RNA that have the ability to bind selected proteins with high specificity and affinity. These properties allow them to be used as an element of biosensors for the detection of specific proteins, including viral ones, which makes it possible to design valuable diagnostic tools. The influenza virus causes a huge number of human and animal deaths worldwide every year, and contributes to remarkable economic losses. In addition, in 2020, a new threat appeared-the SARS-Cov-2 pandemic. Both disease entities, especially in the initial stage of infection, are almost identical in terms of signs and symptoms. Therefore, a diagnostic solution is needed that will allow distinguishing between both pathogens, with high sensitivity and specificity; it should be cheap, quick and possible to use in the field, for example, in a doctor's office. All the mentioned properties are met by aptasensors in which the detection elements are specific aptamers. We present here the latest developments in the construction of various types of aptasensors for the detection of influenza virus. Aptasensor operation is based on the measurement of changes in electric impedance, fluorescence or electric signal (impedimetric, fluorescence and electrochemical aptasensors, respectively); it allows both qualitative and quantitative determinations. The particularly high advancement for detecting of influenza virus concerns impedimetric aptasensors.
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Chen H, Park SG, Choi N, Moon JI, Dang H, Das A, Lee S, Kim DG, Chen L, Choo J. SERS imaging-based aptasensor for ultrasensitive and reproducible detection of influenza virus A. Biosens Bioelectron 2020; 167:112496. [PMID: 32818752 DOI: 10.1016/j.bios.2020.112496] [Citation(s) in RCA: 87] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 07/24/2020] [Accepted: 08/02/2020] [Indexed: 02/07/2023]
Abstract
Surface-enhanced Raman scattering (SERS)-based aptasensors display high sensitivity for influenza A/H1N1 virus detection but improved signal reproducibility is required. Therefore, in this study, we fabricated a three-dimensional (3D) nano-popcorn plasmonic substrate using the surface energy difference between a perfluorodecanethiol (PFDT) spacer and the Au layer. This energy difference led to Au nanoparticle self-assembly; neighboring nanoparticles then created multiple hotspots on the substrate. The localized surface plasmon effects at the hot spots dramatically enhanced the incident field. Quantitative evaluation of A/H1N1 virus was achieved using the decrease of Raman peak intensity resulting from the release of Cy3-labeled aptamer DNAs from nano-popcorn substrate surfaces via the interaction between the aptamer DNA and A/H1N1 virus. The use of a Raman imaging technique involving the fast mapping of all pixel points enabled the reproducible quantification of A/H1N1 virus on nano-popcorn substrates. Average ensemble effects obtained by averaging all randomly distributed hot spots mapped on the substrate made it possible to reliably quantify target viruses. The SERS-based imaging aptasensor platform proposed in this work overcomes the issues inherent in conventional approaches (the time-consuming and labor-intensiveness of RT-PCR and low sensitivity and quantitative analysis limits of lateral flow assay kits). Our SERS-based assay for detecting A/H1N1 virus had an estimated limit of detection of 97 PFU mL-1 (approximately three orders of magnitude more sensitive than that determined by the enzyme-linked immunosorbent assay) and the approximate assay time was estimated to be 20 min. Thus, this approach provides an ultrasensitive, reliable platform for detecting viral pathogens.
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Affiliation(s)
- Hao Chen
- Department of Chemistry, Chung-Ang University, Seoul 06974, South Korea
| | - Sung-Gyu Park
- Advanced Nano-Surface Department, Korea Institute of Materials Science (KIMS), Changwon, 51508, South Korea
| | - Namhyun Choi
- Department of Chemistry, Chung-Ang University, Seoul 06974, South Korea
| | - Joung-Il Moon
- Department of Chemistry, Chung-Ang University, Seoul 06974, South Korea
| | - Hajun Dang
- Department of Chemistry, Chung-Ang University, Seoul 06974, South Korea
| | - Anupam Das
- Department of Chemistry, Chung-Ang University, Seoul 06974, South Korea
| | - Seunghun Lee
- Advanced Nano-Surface Department, Korea Institute of Materials Science (KIMS), Changwon, 51508, South Korea
| | - Do-Geun Kim
- Advanced Nano-Surface Department, Korea Institute of Materials Science (KIMS), Changwon, 51508, South Korea
| | - Lingxin Chen
- CAS Key Laboratory of Coastal Environmental Processes and Ecological Remediation, Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, 264003, China.
| | - Jaebum Choo
- Department of Chemistry, Chung-Ang University, Seoul 06974, South Korea.
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Ospina-Villa JD, Cisneros-Sarabia A, Sánchez-Jiménez MM, Marchat LA. Current Advances in the Development of Diagnostic Tests based on Aptamers in Parasitology: A Systematic Review. Pharmaceutics 2020; 12:pharmaceutics12111046. [PMID: 33142793 PMCID: PMC7693570 DOI: 10.3390/pharmaceutics12111046] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 10/25/2020] [Accepted: 10/27/2020] [Indexed: 02/07/2023] Open
Abstract
Aptamers are single-stranded DNA or RNA sequences of 20–80 nucleotides that interact with different targets such as: proteins, ions, viruses, or toxins, through non-covalent interactions and their unique three-dimensional conformation. They are obtained in vitro by the systematic evolution of ligands by exponential enrichment (SELEX). Because of their ability of target recognition with high specificity and affinity, aptamers are usually compared to antibodies. However, they present many advantages that make them promising molecules for the development of new methods for the diagnosis and treatment of human diseases. In medical parasitology, aptamers also represent an attractive alternative for the implementation of new parasite detection methods, easy to apply in endemic regions. The aim of this study was to describe the current advances in the development of diagnostic tests based on aptamers in parasitology. For this, articles were selected following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, with specific inclusion and exclusion criteria. The 26 resulting articles deal with the use of aptamers for the detection of six important protozoa that affect human health. This systematic review clearly demonstrates the specificity, sensitivity and selectivity of aptamers and aptasensors, that certainly will soon become standard methods in medical parasitology.
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Affiliation(s)
- Juan David Ospina-Villa
- Instituto Colombiano de Medicina Tropical, Universidad CES, Sabaneta CP 055450, Antioquia, Colombia; (J.D.O.-V.); (M.M.S.-J.)
| | - Alondra Cisneros-Sarabia
- ENMH, Instituto Politécnico Nacional, Guillermo Massieu Helguera 239, Fracc. La Escalera, Ticomán, Del. Gustavo A. Madero, Mexico City CP 07320, Mexico;
| | - Miryan Margot Sánchez-Jiménez
- Instituto Colombiano de Medicina Tropical, Universidad CES, Sabaneta CP 055450, Antioquia, Colombia; (J.D.O.-V.); (M.M.S.-J.)
| | - Laurence A. Marchat
- ENMH, Instituto Politécnico Nacional, Guillermo Massieu Helguera 239, Fracc. La Escalera, Ticomán, Del. Gustavo A. Madero, Mexico City CP 07320, Mexico;
- Correspondence: ; Tel.: +52-55-5729-6300 (ext. 55543)
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Mohammadinezhad R, Jalali SAH, Farahmand H. Evaluation of different direct and indirect SELEX monitoring methods and implementation of melt-curve analysis for rapid discrimination of variant aptamer sequences. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2020; 12:3823-3835. [PMID: 32676627 DOI: 10.1039/d0ay00491j] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Systematic Evolution of Ligands by Exponential enrichment (SELEX) is an iterative method for in vitro selection of aptamers from a random synthetic oligonucleotide library. Successful retrieving of aptamers by SELEX relies on optimization of various steps including target immobilization, aptamer partitioning, amplification, and ssDNA generation, which all require spending considerable effort and cost. Furthermore, due to the random nature of the initial library, SELEX may redirect toward the selection of low-affinity aptamers that are over-represented in the ssDNA population due to PCR bias. Thus, precise monitoring of the SELEX process is crucial to ensure the selection of target-specific aptamers. In the present study, we investigated the reliability and simplicity of different direct and indirect monitoring methods including UV-Vis spectroscopy, real-time PCR quantification and melt-curve analysis, electrophoretic mobility shift assay (EMSA) and enzyme-linked oligonucleotide assay (ELONA) for selection of DNA aptamers for a protein target. All the examined methods were capable of illustrating the gradual evolution of specific aptamers by the progression of SELEX and showed almost similar results regarding the identification of the enriched round of selection. Moreover, we describe the use of melt-curve analysis in the colony real-time PCR method as a simple, robust, and repeatable tool for pre-sequencing separation of distinct aptamer clones.
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Affiliation(s)
- Rezvan Mohammadinezhad
- Research Institute for Biotechnology and Bioengineering, Isfahan University of Technology, Isfahan, 84156-83111, Iran.
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Marnissi B, Kamali-Moghaddam M, Ghram A, Hmila I. Generation of ssDNA aptamers as diagnostic tool for Newcastle avian virus. PLoS One 2020; 15:e0237253. [PMID: 32790805 PMCID: PMC7425888 DOI: 10.1371/journal.pone.0237253] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 07/22/2020] [Indexed: 02/07/2023] Open
Abstract
Aptamers are short single-stranded DNA (ssDNA), RNA or synthetic XNA molecules, which are used as a class of affinity binders recognizing target molecules with a very high affinity and specificity. The aim of this study was to generate and characterize ssDNA aptamers for the detection of Newcastle disease virus (NDV). These aptamers were selected using systematic evolution of ligands by exponential enrichment (SELEX) in combination with quantitative high-throughput DNA sequencing. After three rounds of selections, a highly enriched ssDNA pool was sequenced, and the results were analyzed using FASTAptamer Toolkit. Sequencing reads were sorted by copy numbers and clustered into groups, according to their sequence homology. Top aptameric sequences were used to develop a sandwich enzymatic linked aptamer assay (ELAA) for rapid and sensitive detection of NDV in farm samples. The selected aptamers have an affinity within the nanomolar range, and a high specificity with no cross-reactivity towards other avian viruses. Following optimization of the sandwich ELAA method, the results demonstrated that both selected aptamers Apt_NDV01 and Apt_NDV03 with dissociation constant values of 31 nM and 78.1 nM, respectively, showed the highest specificity and affinity for NDV detection. The ELAA results were verified by quantitative real-time PCR, demonstrating strong concordance, and showing outstanding accuracy for detection of NDV in field sample. In summary, combination of SELEX with high-throughput DNA sequencing allowed rapid screening and selection of aptamers. The selected aptamers allowed recognition of NDV with high affinities. This is the first report that uses a validated sandwich ELAA for rapid and specific detection of NDV in poultry samples.
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Affiliation(s)
- Boutheina Marnissi
- Laboratory of Epidemiology and Veterinary Microbiology, Institute Pasteur of Tunis, University Tunis El Manar, Tunis, Tunisia
| | - Masood Kamali-Moghaddam
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Abdeljelil Ghram
- Laboratory of Epidemiology and Veterinary Microbiology, Institute Pasteur of Tunis, University Tunis El Manar, Tunis, Tunisia
| | - Issam Hmila
- Laboratory of Epidemiology and Veterinary Microbiology, Institute Pasteur of Tunis, University Tunis El Manar, Tunis, Tunisia
- * E-mail: ,
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Kwon J, Lee Y, Lee T, Ahn JH. Aptamer-Based Field-Effect Transistor for Detection of Avian Influenza Virus in Chicken Serum. Anal Chem 2020; 92:5524-5531. [PMID: 32148026 DOI: 10.1021/acs.analchem.0c00348] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Early diagnosis of the highly pathogenic H5N1 avian influenza virus (AIV) is significant for preventing and controlling a global pandemic. However, there is no existing electrical biosensor for detecting biomarkers for AIV in clinically relevant samples such as chicken serum. Herein, we report the first use of an aptamer-functionalized field-effect transistor (FET) as a label-free sensor for AIV detection in chicken serum. A DNA aptamer is employed as a sensitive and selective receptor for hemagglutinin (HA) protein, which is a biomarker for AIVs. This aptamer is immobilized on a gold microelectrode that is connected to the gate of a reusable FET transducer. The specific binding of the target protein results in a change in the surface potential, which generates a signal response of the FET transducer. We hypothesize that a conformational change in the DNA aptamer upon specific binding of HA protein may alter the surface potential. The signal of the aptamer-based FET biosensor increased linearly with the increase in the logarithm of HA protein concentration in a dynamic range of 10 pM to 10 nM with a detection limit of 5.9 pM. The selectivity of the biosensor for HA protein was confirmed by employing relevant interfering proteins. The proposed biosensor was successfully applied to the selective detection of HA protein in a chicken serum sample. Owing to its simple and low-cost architecture, portability, and sensitivity, the aptamer-based FET biosensor has potential as a point-of-care diagnosis of H5N1 AIVs in clinical samples.
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Novoseltseva AA, Ivanov NM, Novikov RA, Tkachev YV, Bunin DA, Gambaryan AS, Tashlitsky VN, Arutyunyan AM, Kopylov AM, Zavyalova EG. Structural and Functional Aspects of G-Quadruplex Aptamers Which Bind a Broad Range of Influenza A Viruses. Biomolecules 2020; 10:biom10010119. [PMID: 31936820 PMCID: PMC7022617 DOI: 10.3390/biom10010119] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 01/05/2020] [Accepted: 01/07/2020] [Indexed: 02/07/2023] Open
Abstract
An aptamer is a synthetic oligonucleotide with a unique spatial structure that provides specific binding to a target. To date, several aptamers to hemagglutinin of the influenza A virus have been described, which vary in affinity and strain specificity. Among them, the DNA aptamer RHA0385 is able to recognize influenza hemagglutinins with highly variable sequences. In this paper, the structure of RHA0385 was studied by circular dichroism spectroscopy, nuclear magnetic resonance, and size-exclusion chromatography, demonstrating the formation of a parallel G-quadruplex structure. Three derivatives of RHA0385 were designed in order to determine the contribution of the major loop to affinity. Shortening of the major loop from seven to three nucleotides led to stabilization of the scaffold. The affinities of the derivatives were studied by surface plasmon resonance and an enzyme-linked aptamer assay on recombinant hemagglutinins and viral particles, respectively. The alterations in the loop affected the binding to influenza hemagglutinin, but did not abolish it. Contrary to aptamer RHA0385, two of the designed aptamers were shown to be conformationally homogeneous, retaining high affinities and broad binding abilities for both recombinant hemagglutinins and whole influenza A viruses.
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Affiliation(s)
- Anastasia A. Novoseltseva
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (N.M.I.); (D.A.B.); (V.N.T.); (A.M.K.); (E.G.Z.)
- Correspondence: ; Tel.: +7-495-939-3149
| | - Nikita M. Ivanov
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (N.M.I.); (D.A.B.); (V.N.T.); (A.M.K.); (E.G.Z.)
| | - Roman A. Novikov
- Engelhardt Institute of Molecular Biology RAS, 119991 Moscow, Russia; (R.A.N.)
| | - Yaroslav V. Tkachev
- Engelhardt Institute of Molecular Biology RAS, 119991 Moscow, Russia; (R.A.N.)
| | - Dmitry A. Bunin
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (N.M.I.); (D.A.B.); (V.N.T.); (A.M.K.); (E.G.Z.)
| | - Alexandra S. Gambaryan
- Chumakov Federal Scientific Centre for Research and Development of Immune and Biological Products RAS, 108819 Moscow, Russia;
| | - Vadim N. Tashlitsky
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (N.M.I.); (D.A.B.); (V.N.T.); (A.M.K.); (E.G.Z.)
| | - Alexander M. Arutyunyan
- Belozersky Research Institute of Physical Chemical Biology, Lomonosov Moscow State University, 119991 Moscow, Russia
| | - Alexey M. Kopylov
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (N.M.I.); (D.A.B.); (V.N.T.); (A.M.K.); (E.G.Z.)
| | - Elena G. Zavyalova
- Chemistry Department, Lomonosov Moscow State University, 119991 Moscow, Russia; (N.M.I.); (D.A.B.); (V.N.T.); (A.M.K.); (E.G.Z.)
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Minagawa H, Shimizu A, Kataoka Y, Kuwahara M, Kato S, Horii K, Shiratori I, Waga I. Fluorescence Polarization-Based Rapid Detection System for Salivary Biomarkers Using Modified DNA Aptamers Containing Base-Appended Bases. Anal Chem 2020; 92:1780-1787. [PMID: 31855403 DOI: 10.1021/acs.analchem.9b03450] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
The field of care testing toward the analysis of blood and saliva lacks nowadays simple test techniques for biomarkers. In this study, we have developed a novel nucleobase analog, Ugu, which is a uracil derivative bearing a guanine base at the 5-position. Moreover, we attempted the development of aptamers that can bind to secretory immunoglobulin A (SIgA), which has been examined as a stress marker in human saliva. It was observed that the acquired aptamer binds strongly and selectively to the SIgA dimer (Kd = 13.6 nM) without binding to the IgG and IgA monomers of human serum. Reduction of the aptamer length (41 mer) successfully improved 4-fold the binding affinity (Kd = 3.7 nM), compared to the original, longer aptamer (78 mer). Furthermore, the development of a simple detection system for human saliva samples by fluorescence polarization was investigated, using the reported human salivary α-amylase (sAA) and the SIgA-binding aptamer. Comparison of the present method with conventional enzyme-linked immunosorbent assay techniques highlighted a significant Pearson's correlation of 0.94 and 0.83 when targeting sAA and SIgA, respectively. It is thus strongly suggested that a new simple test of stress markers in human saliva can be quantified quickly without bound/free (B/F) separation.
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Affiliation(s)
- Hirotaka Minagawa
- NEC Solution Innovators, Ltd. , 1-18-7, Shinkiba, Koto-ku , Tokyo 136-8627 , Japan
| | - Akihisa Shimizu
- NEC Solution Innovators, Ltd. , 1-18-7, Shinkiba, Koto-ku , Tokyo 136-8627 , Japan
| | - Yuka Kataoka
- Graduate School of Integrated Basic Sciences , Nihon University , 3-25-40 Sakurajosui, Setagaya-ku , Tokyo 156-8550 , Japan
| | - Masayasu Kuwahara
- Graduate School of Integrated Basic Sciences , Nihon University , 3-25-40 Sakurajosui, Setagaya-ku , Tokyo 156-8550 , Japan
| | - Shintaro Kato
- NEC Solution Innovators, Ltd. , 1-18-7, Shinkiba, Koto-ku , Tokyo 136-8627 , Japan
| | - Katsunori Horii
- NEC Solution Innovators, Ltd. , 1-18-7, Shinkiba, Koto-ku , Tokyo 136-8627 , Japan
| | - Ikuo Shiratori
- NEC Solution Innovators, Ltd. , 1-18-7, Shinkiba, Koto-ku , Tokyo 136-8627 , Japan
| | - Iwao Waga
- NEC Solution Innovators, Ltd. , 1-18-7, Shinkiba, Koto-ku , Tokyo 136-8627 , Japan
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30
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Zheng S, Zhang H, Lakshmipriya T, Gopinath SCB, Yang N. Gold Nanorod Integrated Electrochemical Sensing for Hyperglycaemia on Interdigitated Electrode. BIOMED RESEARCH INTERNATIONAL 2019; 2019:9726967. [PMID: 31380444 PMCID: PMC6662476 DOI: 10.1155/2019/9726967] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Revised: 06/30/2019] [Accepted: 07/03/2019] [Indexed: 11/17/2022]
Abstract
Gestational diabetes (hyperglycaemia) is an elevated blood sugar level diagnosed during the period of pregnancy and affects the baby's health. Hyperglycaemia has been found within the gestational weeks between 24 and 28, and the foetus has also the possibility of getting out prior to this test frame; it causes excessive birth weight, early birth, low-blood sugar level, respiratory distress syndrome, and type-2 diabetes to the mother. It creates a mandatory situation to identify the hyperglycaemia at least during the pregnancy weeks from 18 to 20. Further, a continuous monitoring of the level of glucose is necessary for the proper delivery. In this work, a method is introduced for glucose detection at 0.06 mg/mL, assisted by gold nanorod (GNR)-conjugated glucose oxidase (GOx) on interdigitated electrode sensor. In the absence of GNR, GOx shows the limit of glucose detection to be 0.25 mg/mL. Moreover, with GOx-GNR the reactions of all the glucose concentrations have recorded higher levels of the current from the baseline. With the specificity analysis, it was found that the glucose only reacts with GOx-GNR and discriminates other sugars efficiently. This method of detection is useful to diagnose and continuously monitor the glucose level during the pregnancy period.
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Affiliation(s)
- Shumin Zheng
- Department of Obstetrics, Dezhou People's Hospital, No. 1166 Dongfanghong West Road, Dezhou, Shandong Province, 253014, China
| | - Hong Zhang
- Department of Obstetrics, Dezhou People's Hospital, No. 1166 Dongfanghong West Road, Dezhou, Shandong Province, 253014, China
| | - Thangavel Lakshmipriya
- Institute of Nano Electronic Engineering, Universiti Malaysia Perlis, 01000 Kangar, Perlis, Malaysia
| | - Subash C. B. Gopinath
- Institute of Nano Electronic Engineering, Universiti Malaysia Perlis, 01000 Kangar, Perlis, Malaysia
- School of Bioprocess Engineering, Universiti Malaysia Perlis, 02600 Arau, Perlis, Malaysia
| | - Na Yang
- Department of Obstetrics, Dezhou People's Hospital, No. 1166 Dongfanghong West Road, Dezhou, Shandong Province, 253014, China
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31
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Zou X, Wu J, Gu J, Shen L, Mao L. Application of Aptamers in Virus Detection and Antiviral Therapy. Front Microbiol 2019; 10:1462. [PMID: 31333603 PMCID: PMC6618307 DOI: 10.3389/fmicb.2019.01462] [Citation(s) in RCA: 123] [Impact Index Per Article: 24.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Accepted: 06/11/2019] [Indexed: 12/19/2022] Open
Abstract
Viral infections can cause serious diseases for humans and animals. Accurate and early detection of viruses is often crucial for clinical diagnosis and therapy. Aptamers are mostly single-stranded nucleotide sequences that are artificially synthesized by an in vitro technology known as the Systematic Evolution of Ligands by Exponential Enrichment (SELEX). Similar to antibodies, aptamers bind specifically to their targets. However, compared with antibody, aptamers are easy to synthesize and modify and can bind to a broad range of targets. Thus, aptamers are promising for detecting viruses and treating viral infections. In this review, we briefly introduce aptamer-based biosensors (aptasensors) and describe their applications in rapid detection of viruses and as antiviral agents in treating infections. We summarize available data about the use of aptamers to detect and inhibit viruses. Furthermore, for the first time, we list aptamers specific to different viruses that have been screened out but have not yet been used for detecting viruses or treating viral infections. Finally, we analyze barriers and developing perspectives in the application of aptamer-based virus detection and therapeutics.
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Affiliation(s)
- Xinran Zou
- Department of Laboratory Medicine, The Affiliated People's Hospital, Jiangsu University, Zhenjiang, China.,Jiangsu Key Laboratory of Laboratory Medicine, Department of Immunology, School of Medicine, Jiangsu University, Zhenjiang, China
| | - Jing Wu
- Department of Laboratory Medicine, The Affiliated People's Hospital, Jiangsu University, Zhenjiang, China.,Jiangsu Key Laboratory of Laboratory Medicine, Department of Immunology, School of Medicine, Jiangsu University, Zhenjiang, China
| | - Jiaqi Gu
- Department of Laboratory Medicine, The Affiliated People's Hospital, Jiangsu University, Zhenjiang, China.,Jiangsu Key Laboratory of Laboratory Medicine, Department of Immunology, School of Medicine, Jiangsu University, Zhenjiang, China
| | - Li Shen
- Zhenjiang Center for Disease Control and Prevention, Jiangsu, China
| | - Lingxiang Mao
- Department of Laboratory Medicine, The Affiliated People's Hospital, Jiangsu University, Zhenjiang, China
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Lee T, Kim GH, Kim SM, Hong K, Kim Y, Park C, Sohn H, Min J. Label-free localized surface plasmon resonance biosensor composed of multi-functional DNA 3 way junction on hollow Au spike-like nanoparticles (HAuSN) for avian influenza virus detection. Colloids Surf B Biointerfaces 2019; 182:110341. [PMID: 31284148 PMCID: PMC7185628 DOI: 10.1016/j.colsurfb.2019.06.070] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Revised: 06/27/2019] [Accepted: 06/28/2019] [Indexed: 12/18/2022]
Abstract
In the present study, we fabricated a label-free avian influenza (AIV H5N1) detection biosensor composed of a multi-functional DNA 3 way-Junction (3 W J) on a hollow Au spike-like nanoparticle (hAuSN) using a localized surface plasmon resonance (LSPR) method. To construct the multi-functional DNA (MF-DNA) as a bioprobe, the 3 W J was introduced. The proposed AIV detection bioprobe should contain three functionalities: target recognition, signal amplification, and connection to substrate. To achieve this goal, each piece of the DNA 3 W J was tailored to a hemagglutinin (HA) binding aptamer, FAM dye and thiol group, respectively. The assembly of each DNA 3 W J functional fragment was then confirmed by TBM-Native PAGE. Moreover, the hAuSN was immobilized on the indium-tin-oxide (ITO) substrate for LSPR measurement. The DNA 3 W J was immobilized onto the hAuSN electrode through the thiol-group of DNA 3 W J. The fabricated DNA 3 W J/hAuSN heterolayer on the ITO substrate was investigated by field emission scanning electron microscopy (FE-SEM) and atomic force microscopy (AFM). LSPR experiments were conducted to confirm HA protein binding to the DNA 3 W J/ hAuSN -modified electrode. The proposed biosensor can detected the HA protein in PBS buffer (LOD: 1 pM) as well as in the diluted chicken serum (LOD: 1 pM). The present study details a label-free, simple fabrication method consisted of DNA 3 W J/ hAuSN heterolayer that uses easy-to-tailor elements to detect not only AIV but also various viruses detection platform easily.
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Affiliation(s)
- Taek Lee
- Department of Chemical Engineering, Kwangwoon University, Wolgye-dong, Nowon-gu, Seoul 01899, Republic of Korea.
| | - Ga Hyeon Kim
- Department of Chemical Engineering, Kwangwoon University, Wolgye-dong, Nowon-gu, Seoul 01899, Republic of Korea
| | - Soo Min Kim
- Department of Chemical Engineering, Kwangwoon University, Wolgye-dong, Nowon-gu, Seoul 01899, Republic of Korea
| | - Keonyoung Hong
- Department of Chemical Engineering, Kwangwoon University, Wolgye-dong, Nowon-gu, Seoul 01899, Republic of Korea
| | - Younghun Kim
- Department of Chemical Engineering, Kwangwoon University, Wolgye-dong, Nowon-gu, Seoul 01899, Republic of Korea
| | - Chulhwan Park
- Department of Chemical Engineering, Kwangwoon University, Wolgye-dong, Nowon-gu, Seoul 01899, Republic of Korea
| | - Hiesang Sohn
- Department of Chemical Engineering, Kwangwoon University, Wolgye-dong, Nowon-gu, Seoul 01899, Republic of Korea.
| | - Junhong Min
- School of Integrative Engineering Chung-Ang University, Heukseok-dong, Dongjak-gu, Seoul 06974, Republic of Korea.
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Lee T, Park SY, Jang H, Kim GH, Lee Y, Park C, Mohammadniaei M, Lee MH, Min J. Fabrication of electrochemical biosensor consisted of multi-functional DNA structure/porous au nanoparticle for avian influenza virus (H5N1) in chicken serum. MATERIALS SCIENCE & ENGINEERING. C, MATERIALS FOR BIOLOGICAL APPLICATIONS 2019; 99:511-519. [DOI: 10.1016/j.msec.2019.02.001] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2018] [Revised: 01/31/2019] [Accepted: 02/01/2019] [Indexed: 12/20/2022]
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Kushwaha A, Takamura Y, Nishigaki K, Biyani M. Competitive non-SELEX for the selective and rapid enrichment of DNA aptamers and its use in electrochemical aptasensor. Sci Rep 2019; 9:6642. [PMID: 31040350 PMCID: PMC6491428 DOI: 10.1038/s41598-019-43187-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Accepted: 04/17/2019] [Indexed: 02/07/2023] Open
Abstract
The SELEX (Systematic Evolution of Ligands by EXponential enrichment) method has been used successfully since 1990, but work is still required to obtain highly specific aptamers. Here, we present a novel approach called ‘Competitive non-SELEX’ (and termed as ‘SELCOS’ (Systematic Evolution of Ligands by COmpetitive Selection)) for readily obtaining aptamers that can discriminate between highly similar targets. This approach is based on the theoretical background presented here, in which under the co-presence of two similar targets, a specific binding type can be enriched more than a nonspecifically binding one during repetitive steps of partitioning with no PCR amplification between them. This principle was experimentally confirmed by the selection experiment for influenza virus subtype-specific DNA aptamers. Namely, the selection products (pools of DNA aptamers) obtained by SELCOS were subjected to a DEPSOR-mode electrochemical sensor, enabling the method to select subtype-specific aptamer pools. From the clonal analysis of these pools, only a few rounds of in vitro selection were sufficient to achieve the surprisingly rapid enrichment of a small number of aptamers with high selectivity, which could be attributed to the SELCOS principle and the given selection pressure program. The subtype-specific aptamers obtained in this manner had a high affinity (e.g., KD = 82 pM for H1N1; 88 pM for H3N2) and negligible cross-reactivity. By making the H1N1-specific DNA aptamer a sensor unit of the DEPSOR electrochemical detector, an influenza virus subtype-specific and portable detector was readily constructed, indicating how close it is to the field application goal.
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Affiliation(s)
- Ankita Kushwaha
- Department of Bioscience and Biotechnology, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi City, Ishikawa, 923-1292, Japan
| | - Yuzuru Takamura
- Department of Bioscience and Biotechnology, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi City, Ishikawa, 923-1292, Japan
| | - Koichi Nishigaki
- Department of Bioscience and Biotechnology, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi City, Ishikawa, 923-1292, Japan.,BioSeeds Corporation, JAIST venture business laboraotry, 1-1 Asahidai, Nomi City, Ishikawa, 923-1292, Japan
| | - Manish Biyani
- Department of Bioscience and Biotechnology, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi City, Ishikawa, 923-1292, Japan. .,BioSeeds Corporation, JAIST venture business laboraotry, 1-1 Asahidai, Nomi City, Ishikawa, 923-1292, Japan.
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35
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Kukushkin VI, Ivanov NM, Novoseltseva AA, Gambaryan AS, Yaminsky IV, Kopylov AM, Zavyalova EG. Highly sensitive detection of influenza virus with SERS aptasensor. PLoS One 2019; 14:e0216247. [PMID: 31022287 PMCID: PMC6483365 DOI: 10.1371/journal.pone.0216247] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Accepted: 04/16/2019] [Indexed: 12/20/2022] Open
Abstract
Highly sensitive and rapid technology of surface enhanced Raman scattering (SERS) was applied to create aptasensors for influenza virus detection. SERS achieves 106−109 times signal amplification, yielding excellent sensitivity, whereas aptamers to hemagglutinin provide a specific recognition of the influenza virus. Aptamer RHA0385 was demonstrated to have essentially broad strain-specificity toward both recombinant hemagglutinins and the whole viruses. To achieve high sensitivity, a sandwich of primary aptamers, influenza virus and secondary aptamers was assembled. Primary aptamers were attached to metal particles of a SERS substrate, and influenza viruses were captured and bound with secondary aptamers labelled with Raman-active molecules. The signal was affected by the concentration of both primary and secondary aptamers. The limit of detection was as low as 1 · 10−4 hemagglutination units per probe as tested for the H3N2 virus (A/England/42/72). Aptamer-based sensors provided recognition of various influenza viral strains, including H1, H3, and H5 hemagglutinin subtypes. Therefore, the aptasensors could be applied for fast and low-cost strain-independent determination of influenza viruses.
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Affiliation(s)
- Vladimir I. Kukushkin
- Institute of Solid State Physics RAS, Chernogolovka, Moscow district, Russian Federation
| | - Nikita M. Ivanov
- Chemistry Department, Lomonosov Moscow State University, Moscow, Russian Federation
| | | | - Alexandra S. Gambaryan
- Chumakov Federal Scientific Center for Research and Development of Immune and Biological Products RAS, Moscow, Russian Federation
| | - Igor V. Yaminsky
- Chemistry Department, Lomonosov Moscow State University, Moscow, Russian Federation
| | - Alexey M. Kopylov
- Chemistry Department, Lomonosov Moscow State University, Moscow, Russian Federation
| | - Elena G. Zavyalova
- Chemistry Department, Lomonosov Moscow State University, Moscow, Russian Federation
- * E-mail:
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36
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Kim SH, Lee J, Lee BH, Song CS, Gu MB. Specific detection of avian influenza H5N2 whole virus particles on lateral flow strips using a pair of sandwich-type aptamers. Biosens Bioelectron 2019; 134:123-129. [PMID: 30986614 DOI: 10.1016/j.bios.2019.03.061] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Revised: 03/17/2019] [Accepted: 03/27/2019] [Indexed: 11/25/2022]
Abstract
We report a selection of a cognate pair of aptamers for whole avian influenza virus particles of H5N2 by using graphene-oxide based systemic evolution of ligands by exponential enrichment (GO-SELEX), and the application of a pair of sandwich-type binding aptamers on the lateral flow strips. The aptamers were characterized by GO-FRET assay, and Kd values of the selected aptamers were estimated to be from 6.913 × 105 to 1.27 × 106 EID50/ml (EID50/ml: 50% egg infective dose). Based on the evidence from confocal laser scanning microscope (CLSM), surface plasmon resonance (SPR), and circular dichroism (CD) spectrum analysis, the aptamers, J3APT and JH4APT, were found to be working as a cognate pair that binds to the target virus at the different sites simultaneously. This cognate pair of aptamers then was successfully applied on the lateral flow strips, clearly showing sandwich-type binding images with the presence of the certain numbers of H5N2 virus particles. On the newly developed lateral flow strips, the target virus was detectable down to 6 × 105 EID50/ml in the buffer and 1.2 × 106 EID50/ml in the duck's feces, respectively, by the naked eye. By using the ImageJ software, the LOD was found to be 1.27 × 105 EID50/ml in the buffer and 2.09 × 105 EID50/ml in the duck's feces, respectively. Interestingly, on the lateral flow strips, enhanced specificity towards the target virus (H5N2) appeared over other subtypes of H5Nx. To the best of our knowledge, this is the first report about the application of the cognate pair of aptamers for the detection of influenza virus on the lateral flow strips. This study shows the promising perspective of a cognate pair of aptamers for the on-site detection system which could be useful for rapid detection of avian influenza viruses for preventing the pandemic influenza viruses from spreading.
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Affiliation(s)
- Sang Hoon Kim
- Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Anam-dong, Seongbuk-gu, Seoul, 136-701, Republic of Korea
| | - Junho Lee
- Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Anam-dong, Seongbuk-gu, Seoul, 136-701, Republic of Korea
| | - Bang Hyun Lee
- Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Anam-dong, Seongbuk-gu, Seoul, 136-701, Republic of Korea
| | - Chang-Seon Song
- Department of Veterinary Medicine, Konkuk University, Seoul, 05029, Republic of Korea
| | - Man Bock Gu
- Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Anam-dong, Seongbuk-gu, Seoul, 136-701, Republic of Korea.
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Luu T, Liu M, Chen Y, Hushiarian R, Cass A, Tang BZ, Hong Y. Aptamer-Based Biosensing with a Cationic AIEgen. Aust J Chem 2019. [DOI: 10.1071/ch19238] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Fabrication of low-cost biosensing platforms with high selectivity and sensitivity is important for constructing portable devices for personal health monitoring. Herein, we report a simple biosensing strategy based on the combination of a cationic AIEgen (aggregation-induced emission fluorogen), TPE-2+, with an aptamer for specific protein detection. The target protein can displace the dye molecules on the dye–aptamer complex, resulting in changes in the fluorescence signal. Selectivity towards different targets can be achieved by simply changing the aptamer sequence. The working mechanism is also investigated.
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38
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Asha K, Kumar P, Sanicas M, Meseko CA, Khanna M, Kumar B. Advancements in Nucleic Acid Based Therapeutics against Respiratory Viral Infections. J Clin Med 2018; 8:jcm8010006. [PMID: 30577479 PMCID: PMC6351902 DOI: 10.3390/jcm8010006] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Revised: 12/18/2018] [Accepted: 12/19/2018] [Indexed: 02/06/2023] Open
Abstract
Several viruses cause pulmonary infections due to their shared tropism with cells of the respiratory tract. These respiratory problems due to viral infection become a public health concern due to rapid transmission through air/aerosols or via direct-indirect contact with infected persons. In addition, the cross-species transmission causes alterations to viral genetic makeup thereby increasing the risk of emergence of pathogens with new and more potent infectivity. With the introduction of effective nucleic acid-based technologies, post translational gene silencing (PTGS) is being increasingly used to silence viral gene targets and has shown promising approach towards management of many viral infections. Since several host factors are also utilized by these viruses during various stages of infection, silencing these host factors can also serve as promising therapeutic tool. Several nucleic acid-based technologies such as short interfering RNAs (siRNA), antisense oligonucleotides, aptamers, deoxyribozymes (DNAzymes), and ribozymes have been studied and used against management of respiratory viruses. These therapeutic nucleic acids can be efficiently delivered through the airways. Studies have also shown efficacy of gene therapy in clinical trials against respiratory syncytial virus (RSV) as well as models of respiratory diseases including severe acute respiratory syndrome (SARS), measles and influenza. In this review, we have summarized some of the recent advancements made in the area of nucleic acid based therapeutics and highlighted the emerging roles of nucleic acids in the management of some of the severe respiratory viral infections. We have also focused on the methods of their delivery and associated challenges.
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Affiliation(s)
- Kumari Asha
- Department of Microbiology and Immunology, Chicago Medical School, Rosalind Franklin University of Medicine and Science, North Chicago, IL 60064, USA.
| | - Prashant Kumar
- Amity Institute of Virology and Immunology, Amity University, Noida 201303, India.
| | - Melvin Sanicas
- Sanofi Pasteur, Asia and JPAC Region, Singapore 257856, Singapore.
| | - Clement A Meseko
- Regional Centre for Animal Influenza, National Veterinary Research Institute, Vom 930010, Nigeria.
| | - Madhu Khanna
- Department of Respiratory Virology, Vallabhbhai Patel Chest Institute, University of Delhi, Delhi 110007, India.
| | - Binod Kumar
- Department of Microbiology and Immunology, Chicago Medical School, Rosalind Franklin University of Medicine and Science, North Chicago, IL 60064, USA.
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Kumar S, Jain S, Dilbaghi N, Ahluwalia AS, Hassan AA, Kim KH. Advanced Selection Methodologies for DNAzymes in Sensing and Healthcare Applications. Trends Biochem Sci 2018; 44:190-213. [PMID: 30559045 DOI: 10.1016/j.tibs.2018.11.001] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Revised: 11/01/2018] [Accepted: 11/01/2018] [Indexed: 02/07/2023]
Abstract
DNAzymes have been widely explored owing to their excellent catalytic activity in a broad range of applications, notably in sensing and biomedical devices. These newly discovered applications have built high hopes for designing novel catalytic DNAzymes. However, the selection of efficient DNAzymes is a challenging process but one that is of crucial importance. Initially, systemic evolution of ligands by exponential enrichment (SELEX) was a labor-intensive and time-consuming process, but recent advances have accelerated the automated generation of DNAzyme molecules. This review summarizes recent advances in SELEX that improve the affinity and specificity of DNAzymes. The thriving generation of new DNAzymes is expected to open the door to several healthcare applications. Therefore, a significant portion of this review is dedicated to various biological applications of DNAzymes, such as sensing, therapeutics, and nanodevices. In addition, discussion is further extended to the barriers encountered for the real-life application of these DNAzymes to provide a foundation for future research.
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Affiliation(s)
- Sandeep Kumar
- Department of Bio and Nano Technology, Guru Jambheshwar University of Science and Technology, Hisar-Haryana, 125001, India; Department of Civil Engineering, College of Engineering, University of Nebraska at Lincoln, PO Box 886105, Lincoln, NE 68588-6105, USA.
| | - Shikha Jain
- Department of Bio and Nano Technology, Guru Jambheshwar University of Science and Technology, Hisar-Haryana, 125001, India
| | - Neeraj Dilbaghi
- Department of Bio and Nano Technology, Guru Jambheshwar University of Science and Technology, Hisar-Haryana, 125001, India
| | | | - Ashraf Aly Hassan
- Department of Civil Engineering, College of Engineering, University of Nebraska at Lincoln, PO Box 886105, Lincoln, NE 68588-6105, USA
| | - Ki-Hyun Kim
- Department of Civil and Environmental Engineering, Hanyang University, 222 Wangsimni-Ro, Seoul 04763, Republic of Korea.
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Leblebici P, Leirs K, Spasic D, Lammertyn J. Encoded particle microfluidic platform for rapid multiplexed screening and characterization of aptamers against influenza A nucleoprotein. Anal Chim Acta 2018; 1053:70-80. [PMID: 30712571 DOI: 10.1016/j.aca.2018.11.055] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 11/20/2018] [Accepted: 11/26/2018] [Indexed: 02/03/2023]
Abstract
Aptamers represent interesting bioreceptor alternatives to antibodies when developing a bioassay and are selected by the Systematic Evolution of Ligands by Exponential Enrichment (SELEX) process. After selection, an extensive characterization process is essential to verify the binding affinity and specificity of aptamer candidates, which is the most time-consuming and costly step. In this study, we assessed a new microfluidic platform, namely Evalution™, as a rapid and high throughput aptamer characterization platform. To do this, we first selected aptamers against influenza A nucleoprotein (infA NP) by performing magnetic bead-based SELEX. The selected aptamer candidates were subsequently screened using Evalution™ for their binding kinetics and specificity towards infA NP. All aptamers showed dissociation constants (KD) in the low nanomolar range (from 13 to 41 nM), and differential binding behavior towards control proteins, such as BSA and influenza B nucleoprotein (infB NP). Among 5 selected candidates, one aptamer (NP5) exhibited a significant discrimination between infA NP and infB NP and was further used to benchmark the kinetic analysis of Evalution™ (KD = 41 nM) with an SPR platform (KD = 17 nM). These results suggested that NP5 has the potential to be used for developing sensitive and infA NP specific aptamer-based assay. Moreover, the presented platform proved to be an efficient aptamer characterization tool for performing typical aptamer characterization experiments like binding kinetics (due to the real-time monitoring feature) and specificity assessment in a high-throughput manner due to the multiplexing capacity.
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Affiliation(s)
- Pelin Leblebici
- Department of Biosystems, Biosensors Group, KU Leuven, Willem de Croylaan 42, 3001, Leuven, Belgium
| | - Karen Leirs
- Department of Biosystems, Biosensors Group, KU Leuven, Willem de Croylaan 42, 3001, Leuven, Belgium
| | - Dragana Spasic
- Department of Biosystems, Biosensors Group, KU Leuven, Willem de Croylaan 42, 3001, Leuven, Belgium
| | - Jeroen Lammertyn
- Department of Biosystems, Biosensors Group, KU Leuven, Willem de Croylaan 42, 3001, Leuven, Belgium.
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Poly-Target Selection Identifies Broad-Spectrum RNA Aptamers. MOLECULAR THERAPY. NUCLEIC ACIDS 2018; 13:605-619. [PMID: 30472639 PMCID: PMC6251793 DOI: 10.1016/j.omtn.2018.10.010] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 10/18/2018] [Accepted: 10/19/2018] [Indexed: 12/18/2022]
Abstract
Aptamer selections often yield distinct subpopulations, each with unique phenotypes that can be leveraged for specialized applications. Although most selections aim to attain ever higher specificity, we sought to identify aptamers that recognize increasingly divergent primate lentiviral reverse transcriptases (RTs). We hypothesized that aptamer subpopulations in libraries pre-enriched against a single RT may exhibit broad-spectrum binding and inhibition, and we devised a multiplexed poly-target selection to elicit those phenotypes against a panel of primate lentiviral RTs. High-throughput sequencing and coenrichment/codepletion analysis of parallel and duplicate selection trajectories rapidly narrowed the list of candidate aptamers by orders of magnitude and identified dozens of priority candidates for further screening. Biochemical characterization validated a novel aptamer motif and several rare and unobserved variants of previously known motifs that inhibited recombinant RTs to varying degrees. These broad-spectrum aptamers also suppressed replication of viral constructs carrying phylogenetically diverse RTs. The poly-target selection and coenrichment/codepletion approach described herein is a generalizable strategy for identifying cross-reactivity among related targets from combinatorial libraries.
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42
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Lee N, Wang C, Park J. User-friendly point-of-care detection of influenza A (H1N1) virus using light guide in three-dimensional photonic crystal. RSC Adv 2018; 8:22991-22997. [PMID: 35540156 PMCID: PMC9081623 DOI: 10.1039/c8ra02596g] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Accepted: 06/10/2018] [Indexed: 11/21/2022] Open
Abstract
This paper proposes a user-friendly and highly sensitive detection method for influenza A (H1N1) virus using the cooperation of quantum dot (Qdot)-aptamer beacons and light guide in a three-dimensional (3D) photonic crystal (PC). For easy use, we present a fluorescent probe-based ‘OFF–ON’ detection protocol. First, a mixture composed of Qdot-aptamer beacons and dark quencher-labeled guard DNA (G-DNA) was prepared. It initially quenched the fluorescent signals to significantly low intensity, i.e., ‘OFF’ state. Then, the influenza A (H1N1) virus preferentially bound to the aptamer and G-DNA was released, so that the fluorescent signal was restored and biosensor turned to ‘ON’ state. The restored fluorescence signal changed quantitatively according to the concentration of the target influenza A (H1N1) virus. Owing to the light guide of the 3D nanoporous PC structure, we achieved high sensitivity with ultra-low limit of detection (LOD) of 138 pg mL−1 and high selectivity over other species of influenza A virus and biomolecules. Additionally, with the benefit of enhanced output fluorescent signals, the target virus could be easily detected with a low-cost and portable home-made setup (total cost of only 20 US dollars) and a built-in camera in a smartphone. This paper proposes a user-friendly and highly sensitive detection method for influenza A (H1N1) virus using the cooperation of quantum dot (Qdot)-aptamer beacons and light guide in a three-dimensional (3D) photonic crystal (PC).![]()
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Affiliation(s)
- Nuree Lee
- Department of Mechanical Engineering
- Sogang University
- Korea
| | - Cong Wang
- Department of Mechanical Engineering
- Sogang University
- Korea
| | - Jungyul Park
- Department of Mechanical Engineering
- Sogang University
- Korea
- Interdisciplinary Program of Integrated Biotechnology
- Sogang University
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43
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Anderson CE, Holstein CA, Strauch EM, Bennett S, Chevalier A, Nelson J, Fu E, Baker D, Yager P. Rapid Diagnostic Assay for Intact Influenza Virus Using a High Affinity Hemagglutinin Binding Protein. Anal Chem 2017; 89:6608-6615. [PMID: 28499086 DOI: 10.1021/acs.analchem.7b00769] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Influenza is a ubiquitous and recurring infection that results in approximately 500 000 deaths globally each year. Commercially available rapid diagnostic tests are based upon detection of the influenza nucleoprotein, which are limited in that they are unable to differentiate by species and require an additional viral lysis step. Sample preprocessing can be minimized or eliminated by targeting the intact influenza virus, thereby reducing assay complexity and leveraging the large number of hemagglutinin proteins on the surface of each virus. Here, we report the development of a paper-based influenza assay that targets the hemagglutinin protein; the assay employs a combination of antibodies and novel computationally designed, recombinant affinity proteins as the capture and detection agents. This system leverages the customizability of recombinant protein design to target the conserved receptor-binding pocket of the hemagglutinin protein and to match the trimeric nature of hemagglutinin for improved avidity. Using this assay, we demonstrate the first instance of intact influenza virus detection using a combination of antibody and affinity proteins within a porous network. The recombinant head region binder based assays yield superior analytical sensitivity as compared to the antibody based assay, with lower limits of detection of 3.54 × 107 and 1.34 × 107 CEID50/mL for the mixed and all binder stacks, respectively. Not only does this work describe the development of a novel influenza assay, it also demonstrates the power of recombinant affinity proteins for use in rapid diagnostic assays.
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Affiliation(s)
- Caitlin E Anderson
- Department of Bioengineering, University of Washington , Seattle, Washington 98195-5061, United States
| | - Carly A Holstein
- Department of Bioengineering, University of Washington , Seattle, Washington 98195-5061, United States
| | - Eva-Maria Strauch
- Department of Biochemistry, University of Washington , Seattle, Washington 98195-7350, United States
| | - Steven Bennett
- Department of Bioengineering, University of Washington , Seattle, Washington 98195-5061, United States
| | - Aaron Chevalier
- Department of Bioengineering, University of Washington , Seattle, Washington 98195-5061, United States.,Department of Biochemistry, University of Washington , Seattle, Washington 98195-7350, United States
| | - Jorgen Nelson
- Department of Biochemistry, University of Washington , Seattle, Washington 98195-7350, United States
| | - Elain Fu
- School of Chemical, Biological, and Environmental Engineering, Oregon State University , Corvallis, Oregon 97331, United States
| | - David Baker
- Department of Biochemistry, University of Washington , Seattle, Washington 98195-7350, United States
| | - Paul Yager
- Department of Bioengineering, University of Washington , Seattle, Washington 98195-5061, United States
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44
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Chandola C, Kalme S, Casteleijn MG, Urtti A, Neerathilingam M. Application of aptamers in diagnostics, drug-delivery and imaging. J Biosci 2017; 41:535-61. [PMID: 27581942 DOI: 10.1007/s12038-016-9632-y] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Aptamers are small, single-stranded oligonucleotides (DNA or RNA) that bind to their target with high specificity and affinity. Although aptamers are analogous to antibodies for a wide range of target recognition and variety of applications, they have significant advantages over antibodies. Since aptamers have recently emerged as a class of biomolecules with an application in a wide array of fields, we need to summarize the latest developments herein. In this review we will discuss about the latest developments in using aptamers in diagnostics, drug delivery and imaging. We begin with diagnostics, discussing the application of aptamers for the detection of infective agents itself, antigens/ toxins (bacteria), biomarkers (cancer), or a combination. The ease of conjugation and labelling of aptamers makes them a potential tool for diagnostics. Also, due to the reduced off-target effects of aptamers, their use as a potential drug delivery tool is emerging rapidly. Hence, we discuss their use in targeted delivery in conjugation with siRNAs, nanoparticles, liposomes, drugs and antibodies. Finally, we discuss about the conjugation strategies applicable for RNA and DNA aptamers for imaging. Their stability and self-assembly after heating makes them superior over protein-based binding molecules in terms of labelling and conjugation strategies.
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Affiliation(s)
- Chetan Chandola
- 1Center for Cellular and Molecular Platforms, NCBS-TIFR, Bangalore 560 065, India
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45
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Anderson CE, Shah KG, Yager P. Sensitive Protein Detection and Quantification in Paper-Based Microfluidics for the Point of Care. Methods Enzymol 2017; 589:383-411. [PMID: 28336071 DOI: 10.1016/bs.mie.2017.01.018] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
The design of appropriate diagnostic assays for the point of care requires development of suitable biosensors, detection methods, and diagnostic platforms for sensitive, quantitative detection of biological analytes. Protein targets in particular are especially challenging to detect quantitatively and sensitively due to the lack of amplification strategies akin to nucleic acid amplification. However, recent advances in transducer and biosensor design, new detection labels, and paper-based microfluidics may realize the goal of sensitive, fast, portable, and low-cost protein detection. In this review, we discuss the biochemistry, optics, and engineering advances that may be leveraged to design such a sensitive protein diagnostic assay. The binding kinetics, mechanisms of binding in porous networks, and potential transducers are explained in detail. We discuss the relative merits of various optical detection strategies, potential detection labels, optical readout approaches, and image-processing techniques that are amenable to point-of-care use. To conclude, we present a systematic analysis of potential approaches to enhance the sensitivity of paper-based assays. The assay development framework presented here provides bioassay developers a strategy to methodically enhance the sensitivity and point-of-care suitability of protein diagnostics.
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Affiliation(s)
| | - Kamal G Shah
- University of Washington, Seattle, WA, United States
| | - Paul Yager
- University of Washington, Seattle, WA, United States.
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46
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Song MY, Nguyen D, Hong SW, Kim BC. Broadly reactive aptamers targeting bacteria belonging to different genera using a sequential toggle cell-SELEX. Sci Rep 2017; 7:43641. [PMID: 28272554 PMCID: PMC5341558 DOI: 10.1038/srep43641] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2016] [Accepted: 01/25/2017] [Indexed: 12/23/2022] Open
Abstract
Conventional cell-SELEX aims to isolate aptamers to a single unique target bacteria species. We propose a method to isolate single-stranded DNA aptamers that have broad reactivity to multiple bacterial targets belonging to different genera. The key of the proposed method is that targets of interest are changed sequentially at each SELEX round. The general scheme was examined using six bacteria from different genera, Escherichia coli, Enterobacter aerogenes, Klebsiella pneumoniae, Citrobacter freundii, Bacillus subtilis, and Staphylococcus epidermidis (four gram-negative and two gram-positive bacteria). In the first round of SELEX, the DNA library was incubated with E. coli and amplicons bound to E. coli were separated. The amplicons were sequentially separated by incubation with E. aerogenes, K. pneumoniae, C. freundii, B. subtilis, and S. epidermidis at each SELEX. The amplicons obtained using the last bacterial species were incubated again with the first bacterial species and this loop was repeated two more times. We refer to this method as sequential toggle cell-SELEX (STC-SELEX). The isolated aptamers had dissociation constants of 9.22–38.5 nM and had no affinity to other bacteria that were not included in STC-SELEX. These results demonstrate the potential to isolate aptamers with broad affinity to bacterial taxa in different genera.
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Affiliation(s)
- Min Young Song
- Center for Environment, Health and Welfare Research, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea
| | - Dung Nguyen
- Department of Energy and Environmental Engineering, University of Science and Technology (UST), Hwarangno 14-gil 5, Seongbuk-gu, Seoul 02792, Republic of Korea
| | - Seok Won Hong
- Department of Energy and Environmental Engineering, University of Science and Technology (UST), Hwarangno 14-gil 5, Seongbuk-gu, Seoul 02792, Republic of Korea.,Center for Water Resources Cycle Research, Korea Institute of Science and Technology (KIST), Hwarangno 14-gil 5, Seongbuk-gu, Seoul 02792, Republic of Korea
| | - Byoung Chan Kim
- Center for Environment, Health and Welfare Research, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea.,Department of Energy and Environmental Engineering, University of Science and Technology (UST), Hwarangno 14-gil 5, Seongbuk-gu, Seoul 02792, Republic of Korea
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Minagawa H, Onodera K, Fujita H, Sakamoto T, Akitomi J, Kaneko N, Shiratori I, Kuwahara M, Horii K, Waga I. Selection, Characterization and Application of Artificial DNA Aptamer Containing Appended Bases with Sub-nanomolar Affinity for a Salivary Biomarker. Sci Rep 2017; 7:42716. [PMID: 28256555 PMCID: PMC5335659 DOI: 10.1038/srep42716] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Accepted: 01/12/2017] [Indexed: 12/21/2022] Open
Abstract
We have attained a chemically modified DNA aptamer against salivary α-amylase (sAA), which attracts researchers’ attention as a useful biomarker for assessing human psychobiological and social behavioural processes, although high affinity aptamers have not been isolated from a random natural DNA library to date. For the selection, we used the base-appended base (BAB) modification, that is, a modified-base DNA library containing (E)-5-(2-(N-(2-(N6-adeninyl)ethyl))carbamylvinyl)-uracil in place of thymine. After eight rounds of selection, a 75 mer aptamer, AMYm1, which binds to sAA with extremely high affinity (Kd < 1 nM), was isolated. Furthermore, we have successfully determined the 36-mer minimum fragment, AMYm1-3, which retains target binding activity comparable to the full-length AMYm1, by surface plasmon resonance assays. Nuclear magnetic resonance spectral analysis indicated that the minimum fragment forms a specific stable conformation, whereas the predicted secondary structures were suggested to be disordered forms. Thus, DNA libraries with BAB-modifications can achieve more diverse conformations for fitness to various targets compared with natural DNA libraries, which is an important advantage for aptamer development. Furthermore, using AMYm1, a capillary gel electrophoresis assay and lateral flow assay with human saliva were conducted, and its feasibility was demonstrated.
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Affiliation(s)
- Hirotaka Minagawa
- Innovation Laboratory, NEC Solution Innovators, Ltd., 1-18-7, Shinkiba, Koto-Ku, Tokyo 136-8627, Japan
| | - Kentaro Onodera
- Graduate School of Science and Technology, Gunma University, 1-5-1 Tenjin-cho, Kiryu, Gunma 376-8515, Japan
| | - Hiroto Fujita
- Graduate School of Science and Technology, Gunma University, 1-5-1 Tenjin-cho, Kiryu, Gunma 376-8515, Japan
| | - Taiichi Sakamoto
- Department of Life and Environmental Sciences, Chiba Institute of Technology, 2-17-1 Tsudanuma, Narashino 275-0016, Japan
| | - Joe Akitomi
- Innovation Laboratory, NEC Solution Innovators, Ltd., 1-18-7, Shinkiba, Koto-Ku, Tokyo 136-8627, Japan
| | - Naoto Kaneko
- Innovation Laboratory, NEC Solution Innovators, Ltd., 1-18-7, Shinkiba, Koto-Ku, Tokyo 136-8627, Japan
| | - Ikuo Shiratori
- Innovation Laboratory, NEC Solution Innovators, Ltd., 1-18-7, Shinkiba, Koto-Ku, Tokyo 136-8627, Japan
| | - Masayasu Kuwahara
- Graduate School of Science and Technology, Gunma University, 1-5-1 Tenjin-cho, Kiryu, Gunma 376-8515, Japan
| | - Katsunori Horii
- Innovation Laboratory, NEC Solution Innovators, Ltd., 1-18-7, Shinkiba, Koto-Ku, Tokyo 136-8627, Japan
| | - Iwao Waga
- Innovation Laboratory, NEC Solution Innovators, Ltd., 1-18-7, Shinkiba, Koto-Ku, Tokyo 136-8627, Japan
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48
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Gravimetric Viral Diagnostics: QCM Based Biosensors for Early Detection of Viruses. CHEMOSENSORS 2017. [DOI: 10.3390/chemosensors5010007] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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49
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Hmila I, Wongphatcharachai M, Laamiri N, Aouini R, Marnissi B, Arbi M, Sreevatsan S, Ghram A. A novel method for detection of H9N2 influenza viruses by an aptamer-real time-PCR. J Virol Methods 2017; 243:83-91. [PMID: 28159667 DOI: 10.1016/j.jviromet.2017.01.024] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Revised: 01/23/2017] [Accepted: 01/29/2017] [Indexed: 01/16/2023]
Abstract
H9N2 Influenza subtype has emerged in Tunisia causing epidemics in poultry and resulting in major economic losses. New mutations in their hemagglutinin and neuraminidase proteins were acquired, suggesting their potential to directly infect humans. Effective surveillance tools should be implemented to help prevent potential spillover of the virus across species. We have developed a highly sensitive real time immuno-polymerase chain reaction (RT-I-PCR) method for detecting H9N2 virus. The assay applies aptamers as ligands to capture and detect the virus. First, a panel of specific ssDNA aptamers was selected via a one step high stringency protocol. Next, the panel of selected aptamers was characterized for their affinities and their specificity to H9N2 virus. The aptamer showing the highest binding affinity to the virus was used as ligand to develop a highly sensitive sandwich Aptamer I-PCR. A 3-log increase in analytical sensitivity was achieved as compared to a routinely used ELISA antigen test, highlighting the potential of this approach to detect very low levels of virus particles. The test was validated using clinical samples and constitutes a rapid and a label-free platform, opening a new venue for the development of aptamer -based viability sensing for a variety of microorganisms of economic importance in Tunisia and surrounding regions.
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Affiliation(s)
- Issam Hmila
- University Tunis El Manar, Laboratory of Epidemiology and Veterinary Microbiology, Institut Pasteur of Tunis,13 Place Pasteur, 1002 Tunis Belvedere, Tunisia.
| | - Manoosak Wongphatcharachai
- Department of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota,St. Paul, MN, USA; Department of Veterinary and Biomedical Sciences, College of Veterinary Medicine, University of Minnesota,St. Paul, MN, USA; Department of Soil, Water, & Climate, and BioTechnology Institute, University of Minnesota, St. Paul, MN 55108, USA
| | - Nacira Laamiri
- University Tunis El Manar, Laboratory of Epidemiology and Veterinary Microbiology, Institut Pasteur of Tunis,13 Place Pasteur, 1002 Tunis Belvedere, Tunisia; University of Carthage, Faculty of Sciences Bizerte, 7021 Zarzouna Bizerte, Tunisia
| | - Rim Aouini
- University Tunis El Manar, Laboratory of Epidemiology and Veterinary Microbiology, Institut Pasteur of Tunis,13 Place Pasteur, 1002 Tunis Belvedere, Tunisia; University of Carthage, Faculty of Sciences Bizerte, 7021 Zarzouna Bizerte, Tunisia
| | - Boutheina Marnissi
- University Tunis El Manar, Laboratory of Epidemiology and Veterinary Microbiology, Institut Pasteur of Tunis,13 Place Pasteur, 1002 Tunis Belvedere, Tunisia
| | - Marwa Arbi
- University Tunis El Manar, Laboratory of Epidemiology and Veterinary Microbiology, Institut Pasteur of Tunis,13 Place Pasteur, 1002 Tunis Belvedere, Tunisia
| | - Srinand Sreevatsan
- Department of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota,St. Paul, MN, USA; Department of Veterinary and Biomedical Sciences, College of Veterinary Medicine, University of Minnesota,St. Paul, MN, USA
| | - Abdeljelil Ghram
- University Tunis El Manar, Laboratory of Epidemiology and Veterinary Microbiology, Institut Pasteur of Tunis,13 Place Pasteur, 1002 Tunis Belvedere, Tunisia
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Fernandes CSM, Barbosa I, Castro R, Pina AS, Coroadinha AS, Barbas A, Roque ACA. Retroviral particles are effectively purified on an affinity matrix containing peptides selected by phage-display. Biotechnol J 2016; 11:1513-1524. [DOI: 10.1002/biot.201600025] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 07/22/2016] [Accepted: 07/28/2016] [Indexed: 01/06/2023]
Affiliation(s)
- Cláudia S. M. Fernandes
- UCIBIO, REQUIMTE, Departamento de Química, Faculdade de Ciências e Tecnológia; Universidade Nova de Lisboa; Caparica Portugal
| | - Inês Barbosa
- iBET, Instituto de Biologia Experimental e Tecnológia; Oeiras Portugal
| | - Rute Castro
- iBET, Instituto de Biologia Experimental e Tecnológia; Oeiras Portugal
- Instituto de Tecnológia Química e Biológica António Xavier; Universidade Nova de Lisboa; Oeiras Portugal
| | - Ana Sofia Pina
- UCIBIO, REQUIMTE, Departamento de Química, Faculdade de Ciências e Tecnológia; Universidade Nova de Lisboa; Caparica Portugal
| | - Ana Sofia Coroadinha
- iBET, Instituto de Biologia Experimental e Tecnológia; Oeiras Portugal
- Instituto de Tecnológia Química e Biológica António Xavier; Universidade Nova de Lisboa; Oeiras Portugal
| | - Ana Barbas
- iBET, Instituto de Biologia Experimental e Tecnológia; Oeiras Portugal
- Bayer Portugal, S.A.; Carnaxide Portugal
| | - A. Cecília A. Roque
- UCIBIO, REQUIMTE, Departamento de Química, Faculdade de Ciências e Tecnológia; Universidade Nova de Lisboa; Caparica Portugal
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