1
|
Yang S, Huang Y, Yang T, Li J, Tian J, Liu L. Electrochemical detection of poly(ADP-ribose) polymerase-1 with silver nanoparticles as signal labels by integrating the advantages of homogeneous reaction with surface-tethered detection. Talanta 2025; 281:126796. [PMID: 39226698 DOI: 10.1016/j.talanta.2024.126796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Revised: 08/28/2024] [Accepted: 08/30/2024] [Indexed: 09/05/2024]
Abstract
Poly(ADP-ribose)polymerase-1 (PARP1) could be activated by binding to nucleic acids with specific sequences, thus catalyzing the poly-ADP-ribosylation (PARylation) of target proteins including PARP1 itself. Most of the previously reported electrochemical methods for the determination of PARP1 were relied on the electrostatic interactions, which required the pre-immobilization of DNA on an electrode for the capture of PARP1. Herein, we reported an "immobilization-free" electrochemical strategy for the assays of PARP1 on the basic of avidin-biotin interaction. Once PARP1 was activated by binding with the specific double-stranded DNA (dsDNA) in a homogeneous solution, the biotinylated nicotinamide adenine dinucleotide (biotin-NAD+) was transferred onto PARP1, resulting in the formation of biotinylated PAR polymers. The resulting biotinylated PAR polymers were then captured by a neutravidin (NA)-modified electrode through avidin-biotin interactions. The rich biotin moieties in the PAR polymers allowed for the capture of NA-modified silver nanoparticles (NA-AgNPs) through the avidin-biotin interactions. The surface-tethered AgNPs produced a well-defined electrochemical signal due to the characteristic solid-state Ag/AgCl process. The "immobilization-free", electrostatic interaction-independent electrochemical biosensor exhibited low background current, high sensitivity, and good stability. It has achieved the determination of PARP1 with a detection limit down to 0.7 mU. The biosensor was further applied to determine the inhibition efficiency of potential inhibitors with a satisfactory result. This method shows promising potential applications in PARP1-related clinical diagnosis and drug discovery.
Collapse
Affiliation(s)
- Suling Yang
- Henan Province Key Laboratory of New Opto-electronic Functional Materials, College of Chemistry and Chemical Engineering, Anyang Normal University, Anyang, Henan, 455000, China
| | - Yaliang Huang
- Henan Province Key Laboratory of New Opto-electronic Functional Materials, College of Chemistry and Chemical Engineering, Anyang Normal University, Anyang, Henan, 455000, China; School of Pharmacy, Hunan University of Chinese Medicine, Changsha, Hunan, 410208, China.
| | - Tingting Yang
- Henan Province Key Laboratory of New Opto-electronic Functional Materials, College of Chemistry and Chemical Engineering, Anyang Normal University, Anyang, Henan, 455000, China
| | - Jingze Li
- College of Life Sciences, Shanghai Normal University, Shanghai, 200234, China
| | - Jiaxin Tian
- Henan Province Key Laboratory of New Opto-electronic Functional Materials, College of Chemistry and Chemical Engineering, Anyang Normal University, Anyang, Henan, 455000, China
| | - Lin Liu
- Henan Province Key Laboratory of New Opto-electronic Functional Materials, College of Chemistry and Chemical Engineering, Anyang Normal University, Anyang, Henan, 455000, China.
| |
Collapse
|
2
|
Mikaeeli Kangarshahi B, Naghib SM, Rabiee N. DNA/RNA-based electrochemical nanobiosensors for early detection of cancers. Crit Rev Clin Lab Sci 2024; 61:473-495. [PMID: 38450458 DOI: 10.1080/10408363.2024.2321202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 02/02/2024] [Accepted: 02/16/2024] [Indexed: 03/08/2024]
Abstract
Nucleic acids, like DNA and RNA, serve as versatile recognition elements in electrochemical biosensors, demonstrating notable efficacy in detecting various cancer biomarkers with high sensitivity and selectivity. These biosensors offer advantages such as cost-effectiveness, rapid response, ease of operation, and minimal sample preparation. This review provides a comprehensive overview of recent developments in nucleic acid-based electrochemical biosensors for cancer diagnosis, comparing them with antibody-based counterparts. Specific examples targeting key cancer biomarkers, including prostate-specific antigen, microRNA-21, and carcinoembryonic antigen, are highlighted. The discussion delves into challenges and limitations, encompassing stability, reproducibility, interference, and standardization issues. The review suggests future research directions, exploring new nucleic acid recognition elements, innovative transducer materials and designs, novel signal amplification strategies, and integration with microfluidic devices or portable instruments. Evaluating these biosensors in clinical settings using actual samples from cancer patients or healthy donors is emphasized. These sensors are sensitive and specific at detecting non-communicable and communicable disease biomarkers. DNA and RNA's self-assembly, programmability, catalytic activity, and dynamic behavior enable adaptable sensing platforms. They can increase biosensor biocompatibility, stability, signal transduction, and amplification with nanomaterials. In conclusion, nucleic acids-based electrochemical biosensors hold significant potential to enhance cancer detection and treatment through early and accurate diagnosis.
Collapse
Affiliation(s)
- Babak Mikaeeli Kangarshahi
- Nanotechnology Department, School of Advanced Technologies, Iran University of Science and Technology (IUST), Tehran, Iran
| | - Seyed Morteza Naghib
- Nanotechnology Department, School of Advanced Technologies, Iran University of Science and Technology (IUST), Tehran, Iran
| | - Navid Rabiee
- Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Perth, Western Australia, Australia
| |
Collapse
|
3
|
Ayres LB, Pimentel GJC, Costa JNY, Piazzetta MHO, Gobbi AL, Shimizu FM, Garcia CD, Lima RS. Ultradense Array of On-Chip Sensors for High-Throughput Electrochemical Analyses. ACS Sens 2024; 9:4089-4097. [PMID: 38997236 DOI: 10.1021/acssensors.4c01026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/14/2024]
Abstract
High-throughput sensors are valuable tools for enabling massive, fast, and accurate diagnostics. To yield this type of electrochemical device in a simple and low-cost way, high-density arrays of vertical gold thin-film microelectrode-based sensors are demonstrated, leading to the rapid and serial interrogation of dozens of samples (10 μL droplets). Based on 16 working ultramicroelectrodes (UMEs) and 3 quasi-reference electrodes (QREs), a total of 48 sensors were engineered in a 3D crossbar arrangement that devised a low number of conductive lines. By exploiting this design, a compact chip (75 × 35 mm) can enable performing 16 sequential analyses without intersensor interferences by dropping one sample per UME finger. In practice, the electrical connection to the sensors was achieved by simply switching the contact among WE adjacent fingers. Importantly, a short analysis time was ensured by interrogating the UMEs with chronoamperometry or square wave voltammetry using a low-cost and hand-held one-channel potentiostat. As a proof of concept, the detection of Staphylococcus aureus in 15 samples was performed within 14 min (20 min incubation and 225 s reading). Additionally, the implementation of peptide-tethered immunosensors in these chips allowed the screening of COVID-19 from patient serum samples with 100% accuracy. Our experiments also revealed that dispensing additional droplets on the array (in certain patterns) results in the overestimation of the faradaic current signals, a phenomenon referred to as crosstalk. To address this interference, a set of analyses was conducted to design a corrective strategy that boosted the testing capacity by allowing using all on-chip sensors to address subsequent analyses (i.e., 48 samples simultaneously dispensed on the chip). This strategy only required grounding the unused rows of QRE and can be broadly adopted to develop high-throughput UME-based sensors. In practice, we could analyze 48 droplets (with [Fe(CN)6]4-) within ∼8 min using amperometry.
Collapse
Affiliation(s)
- Lucas B Ayres
- Department of Chemistry, Clemson University, Clemson, South Carolina 29634, United States
| | - Gabriel J C Pimentel
- Brazilian Center for Research in Energy and Materials, Brazilian Nanotechnology National Laboratory, Campinas, São Paulo 13083-970, Brazil
- Institute of Chemistry, University of Campinas, Campinas, São Paulo 13083-970, Brazil
| | - Juliana N Y Costa
- Brazilian Center for Research in Energy and Materials, Brazilian Nanotechnology National Laboratory, Campinas, São Paulo 13083-970, Brazil
- Center for Natural and Human Sciences, Federal University of ABC, Santo André, São Paulo 09210-580, Brazil
| | - Maria H O Piazzetta
- Brazilian Center for Research in Energy and Materials, Brazilian Nanotechnology National Laboratory, Campinas, São Paulo 13083-970, Brazil
| | - Angelo L Gobbi
- Brazilian Center for Research in Energy and Materials, Brazilian Nanotechnology National Laboratory, Campinas, São Paulo 13083-970, Brazil
| | - Flávio M Shimizu
- Brazilian Center for Research in Energy and Materials, Brazilian Nanotechnology National Laboratory, Campinas, São Paulo 13083-970, Brazil
| | - Carlos D Garcia
- Department of Chemistry, Clemson University, Clemson, South Carolina 29634, United States
| | - Renato S Lima
- Department of Chemistry, Clemson University, Clemson, South Carolina 29634, United States
- Brazilian Center for Research in Energy and Materials, Brazilian Nanotechnology National Laboratory, Campinas, São Paulo 13083-970, Brazil
- Institute of Chemistry, University of Campinas, Campinas, São Paulo 13083-970, Brazil
- Center for Natural and Human Sciences, Federal University of ABC, Santo André, São Paulo 09210-580, Brazil
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, São Paulo 13565-590, Brazil
| |
Collapse
|
4
|
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.
Collapse
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
| |
Collapse
|
5
|
Campuzano S, Pedrero M, Barderas R, Pingarrón JM. Breaking barriers in electrochemical biosensing using bioinspired peptide and phage probes. Anal Bioanal Chem 2024:10.1007/s00216-024-05294-w. [PMID: 38639792 DOI: 10.1007/s00216-024-05294-w] [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: 03/11/2024] [Revised: 04/05/2024] [Accepted: 04/08/2024] [Indexed: 04/20/2024]
Abstract
Electrochemical biosensing continues to advance tirelessly, overcoming barriers that have kept it from leaving research laboratories for many years. Among them, its compromised performance in complex biological matrices due to fouling or receptor stability issues, the limitations in determining toxic and small analytes, and its use, conditioned to the commercial availability of commercial receptors and the exploration of natural molecular interactions, deserved to be highlighted. To address these challenges, in addition to the intrinsic properties of electrochemical biosensing, its coupling with biomimetic materials has played a fundamental role, among which bioinspired phage and peptide probes stand out. The versatility in design and employment of these probes has opened an unimaginable plethora of possibilities for electrochemical biosensing, improving their performance far beyond the development of highly sensitive and selective devices. The state of the art offers robust electroanalytical biotools, capable of operating in complex samples and with exciting opportunities to discover and determine targets regardless of their toxicity and size, the commercial availability of bioreceptors, and prior knowledge of molecular interactions. With all this in mind, this review offers a panoramic, novel, and updated vision of both the tremendous advances and opportunities offered by the combination of electrochemical biosensors with bioinspired phage and peptide probes and the challenges and research efforts that are envisioned in the immediate future.
Collapse
Affiliation(s)
- Susana Campuzano
- Departamento de Química Analítica, Facultad de CC. Químicas, Universidad Complutense de Madrid, Pza. de las Ciencias 2, Madrid, 28040, Spain.
| | - María Pedrero
- Departamento de Química Analítica, Facultad de CC. Químicas, Universidad Complutense de Madrid, Pza. de las Ciencias 2, Madrid, 28040, Spain
| | - Rodrigo Barderas
- Chronic Disease Programme, UFIEC, Instituto de Salud Carlos III, Majadahonda, Madrid, 28220, Spain
- CIBER of Frailty and Healthy Aging (CIBERFES), Madrid, Spain
| | - José M Pingarrón
- Departamento de Química Analítica, Facultad de CC. Químicas, Universidad Complutense de Madrid, Pza. de las Ciencias 2, Madrid, 28040, Spain
| |
Collapse
|
6
|
Costa JNY, Pimentel GJC, Poker JA, Merces L, Paschoalino WJ, Vieira LCS, Castro ACH, Alves WA, Ayres LB, Kubota LT, Santhiago M, Garcia CD, Piazzetta MHO, Gobbi AL, Shimizu FM, Lima RS. Single-Response Duplexing of Electrochemical Label-Free Biosensor from the Same Tag. Adv Healthc Mater 2024; 13:e2303509. [PMID: 38245830 PMCID: PMC11468374 DOI: 10.1002/adhm.202303509] [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: 10/12/2023] [Revised: 01/16/2024] [Indexed: 01/22/2024]
Abstract
Multiplexing is a valuable strategy to boost throughput and improve clinical accuracy. Exploiting the vertical, meshed design of reproducible and low-cost ultra-dense electrochemical chips, the unprecedented single-response multiplexing of typical label-free biosensors is reported. Using a cheap, handheld one-channel workstation and a single redox probe, that is, ferro/ferricyanide, the recognition events taking place on two spatially resolved locations of the same working electrode can be tracked along a single voltammetry scan by collecting the electrochemical signatures of the probe in relation to different quasi-reference electrodes, Au (0 V) and Ag/AgCl ink (+0.2 V). This spatial isolation prevents crosstalk between the redox tags and interferences over functionalization and binding steps, representing an advantage over the existing non-spatially resolved single-response multiplex strategies. As proof of concept, peptide-tethered immunosensors are demonstrated to provide the duplex detection of COVID-19 antibodies, thereby doubling the throughput while achieving 100% accuracy in serum samples. The approach is envisioned to enable broad applications in high-throughput and multi-analyte platforms, as it can be tailored to other biosensing devices and formats.
Collapse
Affiliation(s)
- Juliana N. Y. Costa
- Brazilian Nanotechnology National LaboratoryBrazilian Center for Research in Energy and MaterialsCampinasSão Paulo13083‐970Brazil
- Center for Natural and Human SciencesFederal University of ABCSanto AndréSão Paulo09210‐580Brazil
| | - Gabriel J. C. Pimentel
- Brazilian Nanotechnology National LaboratoryBrazilian Center for Research in Energy and MaterialsCampinasSão Paulo13083‐970Brazil
- Institute of ChemistryUniversity of CampinasCampinasSão Paulo13083‐970Brazil
| | - Júlia A. Poker
- Brazilian Nanotechnology National LaboratoryBrazilian Center for Research in Energy and MaterialsCampinasSão Paulo13083‐970Brazil
- Institute of ChemistryUniversity of CampinasCampinasSão Paulo13083‐970Brazil
| | - Leandro Merces
- Research Center for MaterialsArchitectures and Integration of Nanomembranes (MAIN)Chemnitz University of Technology09126ChemnitzGermany
| | - Waldemir J. Paschoalino
- Brazilian Nanotechnology National LaboratoryBrazilian Center for Research in Energy and MaterialsCampinasSão Paulo13083‐970Brazil
| | - Luis C. S. Vieira
- Brazilian Nanotechnology National LaboratoryBrazilian Center for Research in Energy and MaterialsCampinasSão Paulo13083‐970Brazil
| | - Ana C. H. Castro
- Center for Natural and Human SciencesFederal University of ABCSanto AndréSão Paulo09210‐580Brazil
| | - Wendel A. Alves
- Center for Natural and Human SciencesFederal University of ABCSanto AndréSão Paulo09210‐580Brazil
| | - Lucas B. Ayres
- Department of ChemistryClemson UniversityClemsonSC29634USA
| | - Lauro T. Kubota
- Center for Natural and Human SciencesFederal University of ABCSanto AndréSão Paulo09210‐580Brazil
| | - Murilo Santhiago
- Brazilian Nanotechnology National LaboratoryBrazilian Center for Research in Energy and MaterialsCampinasSão Paulo13083‐970Brazil
| | | | - Maria H. O. Piazzetta
- Brazilian Nanotechnology National LaboratoryBrazilian Center for Research in Energy and MaterialsCampinasSão Paulo13083‐970Brazil
| | - Angelo L. Gobbi
- Brazilian Nanotechnology National LaboratoryBrazilian Center for Research in Energy and MaterialsCampinasSão Paulo13083‐970Brazil
| | - Flávio M. Shimizu
- Brazilian Nanotechnology National LaboratoryBrazilian Center for Research in Energy and MaterialsCampinasSão Paulo13083‐970Brazil
| | - Renato S. Lima
- Brazilian Nanotechnology National LaboratoryBrazilian Center for Research in Energy and MaterialsCampinasSão Paulo13083‐970Brazil
- Center for Natural and Human SciencesFederal University of ABCSanto AndréSão Paulo09210‐580Brazil
- Institute of ChemistryUniversity of CampinasCampinasSão Paulo13083‐970Brazil
- Department of ChemistryClemson UniversityClemsonSC29634USA
- São Carlos Institute of ChemistryUniversity of São PauloSão CarlosSão Paulo13565‐590Brazil
| |
Collapse
|
7
|
Toyos-Rodríguez C, Valero-Calvo D, Iglesias-Mayor A, de la Escosura-Muñiz A. Effect of nanoporous membranes thickness in electrochemical biosensing performance: application for the detection of a wound infection biomarker. Front Bioeng Biotechnol 2024; 12:1310084. [PMID: 38464543 PMCID: PMC10921427 DOI: 10.3389/fbioe.2024.1310084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 01/29/2024] [Indexed: 03/12/2024] Open
Abstract
Introduction: Nanoporous alumina membranes present a honeycomb-like structure characterized by two main parameters involved in their performance in electrochemical immunosening: pore diameter and pore thickness. Although this first one has been deeply studied, the effect of pore thickness in electrochemical-based nanopore immunosensors has been less taken into consideration. Methods: In this work, the influence of the thickness of nanoporous membranes in the steric blockage is studied for the first time, through the formation of an immunocomplex in their inner walls. Finally, the optimal nanoporous membranes were applied to the detection of catalase, an enzyme related with chronic wound infection and healing. Results: Nanoporous alumina membranes with a fixed pore diameter (60 nm) and variable pore thicknesses (40, 60, 100 μm) have been constructed and evaluated as immunosensing platform for protein detection. Our results show that membranes with a thickness of 40 μm provide a higher sensitivity and lower limit-of-detection (LOD) compared to thicker membranes. This performance is even improved when compared to commercial membranes (with 20 nm pore diameter and 60 μm pore thickness), when applied for human IgG as model analyte. A label-free immunosensor using a monoclonal antibody against anti-catalase was also constructed, allowing the detection of catalase in the range of 50-500 ng/mL and with a LOD of 1.5 ng/mL. The viability of the constructed sensor in real samples was also tested by spiking artificial wound infection solutions, providing recovery values of 110% and 118%. Discussion: The results obtained in this work evidence the key relevance of the nanochannel thickness in the biosensing performance. Such findings will illuminate nanoporous membrane biosensing research, considering thickness as a relevant parameter in electrochemical-based nanoporous membrane sensors.
Collapse
Affiliation(s)
- C. Toyos-Rodríguez
- NanoBioAnalysis Group, Department of Physical and Analytical Chemistry, University of Oviedo, Oviedo, Spain
- Biotechnology Institute of Asturias, University of Oviedo, Oviedo, Spain
| | - D. Valero-Calvo
- NanoBioAnalysis Group, Department of Physical and Analytical Chemistry, University of Oviedo, Oviedo, Spain
- Biotechnology Institute of Asturias, University of Oviedo, Oviedo, Spain
| | - A. Iglesias-Mayor
- NanoBioAnalysis Group, Department of Physical and Analytical Chemistry, University of Oviedo, Oviedo, Spain
- Biotechnology Institute of Asturias, University of Oviedo, Oviedo, Spain
| | - A. de la Escosura-Muñiz
- NanoBioAnalysis Group, Department of Physical and Analytical Chemistry, University of Oviedo, Oviedo, Spain
- Biotechnology Institute of Asturias, University of Oviedo, Oviedo, Spain
| |
Collapse
|