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Khan A, Anwar M, Rehman AU, Shokouhimehr M, Reis NM, Kalhoro KA, Zhang C, Liu Z. Biorecognition-based electrochemical sensors for highly sensitive C-reactive protein detection: A review. Int J Biol Macromol 2025; 304:140829. [PMID: 39938854 DOI: 10.1016/j.ijbiomac.2025.140829] [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: 11/29/2024] [Revised: 01/23/2025] [Accepted: 02/07/2025] [Indexed: 02/14/2025]
Abstract
Highly sensitive C-reactive protein (hsCRP) is a widely recognized biomarker for inflammation and cardiovascular diseases and plays a critical role in early diagnosis, risk assessment, and treatment monitoring. The development of sensitive and selective techniques for hsCRP detection is of paramount importance for clinical diagnostics. Electrochemical sensors have emerged as promising alternatives to traditional methods, offering rapid, cost-effective, and portable solutions for hsCRP analysis. This review comprehensively discusses advancements in biorecognition-based electrochemical sensors for hsCRP detection, focusing on label- and label-free approaches. This review highlights the sensor principles, designs, and performance, and emphasizes their advantages as well as limitations in various target applications. Recent studies have shown the potential of both label- and label-free-based sensors to achieve low detection limits and wide linear ranges comparable to traditional methods. In addition, we discuss the mechanisms, challenges, and future directions of biorecognition-based electrochemical sensors for hsCRP detection. This innovation can potentially revolutionize the diagnosis and treatment of cardiovascular and inflammatory diseases by enhancing the detection sensitivity and specificity. Ultimately, these advancements aim to improve patient outcomes by enabling earlier diagnosis, cost-effectiveness, and more precise monitoring, contributing to more effective management of cardiovascular health globally.
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Affiliation(s)
- Adil Khan
- School of Electronic Information, Central South University, Changsha 410083, China; School of Physics, Central South University, Changsha 410083, China
| | - Muhammad Anwar
- School of Electronic Information, Central South University, Changsha 410083, China; School of Physics, Central South University, Changsha 410083, China
| | - Atiq Ur Rehman
- School of Physics, Central South University, Changsha 410083, China
| | - Mohammadreza Shokouhimehr
- Department of Materials Science and Engineering, Research Institute of Advanced Materials, Seoul National University, Seoul 08826, Republic of Korea; Institute of Nanosensor Technology, Hanyang University, Ansan 15588, Republic of Korea
| | - Nuno M Reis
- Department of Chemical Engineering and Centre for Bioengineering & Biomedical Technologies (CBio), University of Bath, Claverton Down, Bath BA2 7AY, UK
| | - Kashif Ali Kalhoro
- School of Electronic Information, Central South University, Changsha 410083, China; School of Physics, Central South University, Changsha 410083, China; Sukkur IBA University, Sukkur 65200, Pakistan
| | - Chi Zhang
- School of Electronic Information, Central South University, Changsha 410083, China; School of Physics, Central South University, Changsha 410083, China
| | - Zhengchun Liu
- School of Electronic Information, Central South University, Changsha 410083, China; School of Physics, Central South University, Changsha 410083, China.
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2
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Boonkaew S, Szot-Karpińska K, Niedziółka-Jönsson J, de Marco A, Jönsson-Niedziółka M. NFC Smartphone-Based Electrochemical Microfluidic Device Integrated with Nanobody Recognition for C-Reactive Protein. ACS Sens 2024; 9:3066-3074. [PMID: 38877998 PMCID: PMC11217940 DOI: 10.1021/acssensors.4c00249] [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: 02/01/2024] [Revised: 06/04/2024] [Accepted: 06/07/2024] [Indexed: 06/29/2024]
Abstract
Point-of-care testing (POCT) devices play a crucial role as tools for disease diagnostics, and the integration of biorecognition elements with electronic components into these devices widens their functionalities and facilitates the development of complex quantitative assays. Unfortunately, biosensors that exploit large conventional IgG antibodies to capture relevant biomarkers are often limited in terms of sensitivity, selectivity, and storage stability, considerably restricting the use of POCT in real-world applications. Therefore, we used nanobodies as they are more suitable for fabricating electrochemical biosensors with near-field communication (NFC) technology. Moreover, a flow-through microfluidic device was implemented in this system for the detection of C-reactive protein (CRP), an inflammation biomarker, and a model analyte. The resulting sensors not only have high sensitivity and portability but also retain automated sequential flow properties through capillary transport without the need for an external pump. We also compared the accuracy of CRP quantitative analyses between commercial PalmSens4 and NFC-based potentiostats. Furthermore, the sensor reliability was evaluated using three biological samples (artificial serum, plasma, and whole blood without any pretreatment). This platform will streamline the development of POCT devices by combining operational simplicity, low cost, fast analysis, and portability.
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Affiliation(s)
- Suchanat Boonkaew
- Institute
of Physical Chemistry, Polish Academy of
Sciences, Kasprzaka 44/52, Warsaw 01-224, Poland
| | - Katarzyna Szot-Karpińska
- Institute
of Physical Chemistry, Polish Academy of
Sciences, Kasprzaka 44/52, Warsaw 01-224, Poland
| | | | - Ario de Marco
- Laboratory
for Environmental and Life Sciences, University
of Nova Gorica, Vipavska
cesta 13, 5000 Nova
Gorica, Slovenia
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3
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Szot-Karpińska K, Kudła P, Orzeł U, Narajczyk M, Jönsson-Niedziółka M, Pałys B, Filipek S, Ebner A, Niedziółka-Jönsson J. Investigation of Peptides for Molecular Recognition of C-Reactive Protein-Theoretical and Experimental Studies. Anal Chem 2023; 95:14475-14483. [PMID: 37695838 PMCID: PMC10535004 DOI: 10.1021/acs.analchem.3c03127] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 08/29/2023] [Indexed: 09/13/2023]
Abstract
We investigate the interactions between C-reactive protein (CRP) and new CRP-binding peptide materials using experimental (biological and physicochemical) methods with the support of theoretical simulations (computational modeling analysis). Three specific CRP-binding peptides (P2, P3, and P9) derived from an M13 bacteriophage have been identified using phage-display technology. The binding efficiency of the peptides exposed on phages toward the CRP protein was demonstrated via biological methods. Fibers of the selected phages/peptides interact differently due to different compositions of amino acid sequences on the exposed peptides, which was confirmed by transmission electron microscopy. Numerical and experimental studies consistently showed that the P3 peptide is the best CRP binder. A combination of theoretical and experimental methods demonstrates that identifying the best binder can be performed simply, cheaply, and fast. Such an approach has not been reported previously for peptide screening and demonstrates a new trend in science where calculations can replace or support laborious experimental techniques. Finally, the best CRP binder─the P3 peptide─was used for CRP recognition on silicate-modified indium tin oxide-coated glass electrodes. The obtained electrodes exhibit a wide range of operation (1.0-100 μg mL-1) with a detection limit (LOD = 3σ/S) of 0.34 μg mL-1. Moreover, the dissociation constant Kd of 4.2 ± 0.144 μg mL-1 (35 ± 1.2 nM) was evaluated from the change in the current. The selectivity of the obtained electrode was demonstrated in the presence of three interfering proteins. These results prove that the presented P3 peptide is a potential candidate as a receptor for CRP, which can replace specific antibodies.
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Affiliation(s)
- Katarzyna Szot-Karpińska
- Institute
of Physical Chemistry, Polish Academy of
Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland
| | - Patryk Kudła
- Institute
of Physical Chemistry, Polish Academy of
Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland
| | - Urszula Orzeł
- Biological
and Chemical Research Centre, University
of Warsaw, Zwirki i Wigury 101, 02-089 Warsaw, Poland
- Faculty
of Chemistry, University of Warsaw, Pasteura 1, 02-093 Warsaw, Poland
| | - Magdalena Narajczyk
- Department
of Electron Microscopy, Faculty of Biology, University of Gdansk, Wita Stwosza 59, 80-308 Gdansk, Poland
| | | | - Barbara Pałys
- Faculty
of Chemistry, University of Warsaw, Pasteura 1, 02-093 Warsaw, Poland
| | - Sławomir Filipek
- Biological
and Chemical Research Centre, University
of Warsaw, Zwirki i Wigury 101, 02-089 Warsaw, Poland
- Faculty
of Chemistry, University of Warsaw, Pasteura 1, 02-093 Warsaw, Poland
| | - Andreas Ebner
- Institute
of Biophysics, Johannes Kepler University, Gruberstrasse 40, 4020 Linz, Austria
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4
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Machera SJ, Niedziółka-Jönsson J, Jönsson-Niedziółka M, Szot-Karpińska K. Determination of the Dissociation Constant for Polyvalent Receptors Using ELISA: A Case of M13 Phages Displaying Troponin T-Specific Peptides. ACS OMEGA 2023; 8:26253-26262. [PMID: 37521637 PMCID: PMC10373194 DOI: 10.1021/acsomega.3c02551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 06/27/2023] [Indexed: 08/01/2023]
Abstract
Phage-derived affinity peptides have become widespread thanks to their easy selection via phage display. Interactions between a target protein and its specific peptide are similar to those between antibodies and antigens. The strength of these non-covalent complexes may be described by the dissociation constant (Kd). In this paper, protein-specific peptides are exposed on the pIII protein present in the M13 bacteriophage virion with up to five copies. Therefore, one phage particle can bind from one to five ligands. Here, we discuss the dependences between phage-displayed peptides and their ligands in solution using a model system based on troponin T (TnT) binding phages. Moreover, a method of calculating Kd values from ELISA experiments was developed and is presented. The determined Kd values are in the picomolar range.
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5
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Wang RF, Wang R. Modification of polyacrylonitrile-derived carbon nanofibers and bacteriophages on screen-printed electrodes: A portable electrochemical biosensor for rapid detection of Escherichia coli. Bioelectrochemistry 2022; 148:108229. [PMID: 35987062 DOI: 10.1016/j.bioelechem.2022.108229] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 07/16/2022] [Accepted: 08/09/2022] [Indexed: 11/02/2022]
Abstract
A facile method was developed for fabricating a disposable phage-based electrochemical biosensor for the detection of Escherichia coli. Bare screen-printed electrodes (SPEs) were modified using a two-step drop-casting method, in which polyacrylonitrile-derived electrospun carbon nanofibers (CNFs) were deposited, followed by E. coli bacteriophage immobilization. The deposition of CNFs increased the surface area for bacteriophage immobilization while maintaining a conductive link for ferro/ferricyanide redox transitions. Cyclic voltammetry and electrochemical impedance spectroscopy confirmed that the CNF modification increased the electron-transfer rate, whereas bacteriophages and E. coli blocked electron transfer at the electrode. The biosensor achieved a response within 10 min and a linear response in the E. coli concentration range of 102-106 CFU/mL. A limit of detection (LOD) of 36 CFU/mL in phosphate-buffered saline was achieved, which is the lowest LOD reported thus far for phage-based disposable SPE sensors. The biosensor exhibited recovery rates between 106 % and 119 % for E. coli detection in apple juice. The proposed fabrication method allowed electrodes to be obtained from different production batches with remarkable consistency and reproducibility, and they remained stable at room temperature for one month. Thus, a phage-based disposable SPE that can be used for bacterial detection was developed for the first time.
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Affiliation(s)
- Ruo-Fan Wang
- Institute of Food Safety and Health, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Reuben Wang
- Institute of Food Safety and Health, College of Public Health, National Taiwan University, Taipei, Taiwan; Master of Public Health Program, College of Public Health, National Taiwan University, Taipei, Taiwan; Global Innovation Joint-Degree Program (GIP)-TRIAD, National Taiwan University, Taipei, Taiwan.
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6
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Crapnell RD, Dempsey NC, Sigley E, Tridente A, Banks CE. Electroanalytical point-of-care detection of gold standard and emerging cardiac biomarkers for stratification and monitoring in intensive care medicine - a review. Mikrochim Acta 2022; 189:142. [PMID: 35279780 PMCID: PMC8917829 DOI: 10.1007/s00604-022-05186-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 01/17/2022] [Indexed: 12/27/2022]
Abstract
Determination of specific cardiac biomarkers (CBs) during the diagnosis and management of adverse cardiovascular events such as acute myocardial infarction (AMI) has become commonplace in emergency department (ED), cardiology and many other ward settings. Cardiac troponins (cTnT and cTnI) and natriuretic peptides (BNP and NT-pro-BNP) are the preferred biomarkers in clinical practice for the diagnostic workup of AMI, acute coronary syndrome (ACS) and other types of myocardial ischaemia and heart failure (HF), while the roles and possible clinical applications of several other potential biomarkers continue to be evaluated and are the subject of several comprehensive reviews. The requirement for rapid, repeated testing of a small number of CBs in ED and cardiology patients has led to the development of point-of-care (PoC) technology to circumvent the need for remote and lengthy testing procedures in the hospital pathology laboratories. Electroanalytical sensing platforms have the potential to meet these requirements. This review aims firstly to reflect on the potential benefits of rapid CB testing in critically ill patients, a very distinct cohort of patients with deranged baseline levels of CBs. We summarise their source and clinical relevance and are the first to report the required analytical ranges for such technology to be of value in this patient cohort. Secondly, we review the current electrochemical approaches, including its sub-variants such as photoelectrochemical and electrochemiluminescence, for the determination of important CBs highlighting the various strategies used, namely the use of micro- and nanomaterials, to maximise the sensitivities and selectivities of such approaches. Finally, we consider the challenges that must be overcome to allow for the commercialisation of this technology and transition into intensive care medicine.
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Affiliation(s)
- Robert D Crapnell
- Faculty of Science and Engineering, Manchester Metropolitan University, Chester Street, Manchester, M1 5GD, UK
| | - Nina C Dempsey
- Faculty of Science and Engineering, Manchester Metropolitan University, Chester Street, Manchester, M1 5GD, UK.
| | - Evelyn Sigley
- Faculty of Science and Engineering, Manchester Metropolitan University, Chester Street, Manchester, M1 5GD, UK
| | - Ascanio Tridente
- Intensive Care Unit, Whiston Hospital, St Helens and Knowsley Teaching Hospitals NHS Trust, Warrington Road, Prescot, L35 5DR, UK
| | - Craig E Banks
- Faculty of Science and Engineering, Manchester Metropolitan University, Chester Street, Manchester, M1 5GD, UK.
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7
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Oloketuyi S, Bernedo R, Christmann A, Borkowska J, Cazzaniga G, Schuchmann HW, Niedziółka-Jönsson J, Szot-Karpińska K, Kolmar H, de Marco A. Native llama Nanobody Library Panning Performed by Phage and Yeast Display Provides Binders Suitable for C-Reactive Protein Detection. BIOSENSORS 2021; 11:bios11120496. [PMID: 34940253 PMCID: PMC8699515 DOI: 10.3390/bios11120496] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 11/22/2021] [Accepted: 12/02/2021] [Indexed: 06/14/2023]
Abstract
C-reactive protein (CRP) is an inflammation biomarker that should be quantified accurately during infections and healing processes. Nanobodies are good candidates to replace conventional antibodies in immunodiagnostics due to their inexpensive production, simple engineering, and the possibility to obtain higher binder density on capture surfaces. Starting from the same pre-immune library, we compared the selection output resulting from two independent panning strategies, one exclusively exploiting the phage display and another in which a first round of phage display was followed by a second round of yeast display. There was a partial output convergence between the two methods, since two clones were identified using both panning protocols but the first provided several further different sequences, whereas the second favored the recovery of many copies of few clones. The isolated anti-CRP nanobodies had affinity in the low nanomolar range and were suitable for ELISA and immunoprecipitation. One of them was fused to SpyTag and exploited in combination with SpyCatcher as the immunocapture element to quantify CRP using electrochemical impedance spectroscopy. The sensitivity of the biosensor was calculated as low as 0.21 μg/mL.
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Affiliation(s)
- Sandra Oloketuyi
- Laboratory for Environmental and Life Sciences, University of Nova Gorica, 5000 Nova Gorica, Slovenia; (S.O.); (R.B.); (G.C.)
| | - Robert Bernedo
- Laboratory for Environmental and Life Sciences, University of Nova Gorica, 5000 Nova Gorica, Slovenia; (S.O.); (R.B.); (G.C.)
| | - Andreas Christmann
- Applied Biochemistry, Technical University of Darmstadt, 64200 Darmstadt, Germany; (A.C.); (H.W.S.); (H.K.)
| | - Justyna Borkowska
- Institute of Physical Chemistry, Polish Academy of Sciences, 01-224 Warsaw, Poland; (J.B.); (J.N.-J.); (K.S.-K.)
| | - Giulia Cazzaniga
- Laboratory for Environmental and Life Sciences, University of Nova Gorica, 5000 Nova Gorica, Slovenia; (S.O.); (R.B.); (G.C.)
| | - Horst Wilhelm Schuchmann
- Applied Biochemistry, Technical University of Darmstadt, 64200 Darmstadt, Germany; (A.C.); (H.W.S.); (H.K.)
| | - Joanna Niedziółka-Jönsson
- Institute of Physical Chemistry, Polish Academy of Sciences, 01-224 Warsaw, Poland; (J.B.); (J.N.-J.); (K.S.-K.)
| | - Katarzyna Szot-Karpińska
- Institute of Physical Chemistry, Polish Academy of Sciences, 01-224 Warsaw, Poland; (J.B.); (J.N.-J.); (K.S.-K.)
| | - Harald Kolmar
- Applied Biochemistry, Technical University of Darmstadt, 64200 Darmstadt, Germany; (A.C.); (H.W.S.); (H.K.)
| | - Ario de Marco
- Laboratory for Environmental and Life Sciences, University of Nova Gorica, 5000 Nova Gorica, Slovenia; (S.O.); (R.B.); (G.C.)
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8
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Ardini M, Bellelli A, Williams DL, Di Leandro L, Giansanti F, Cimini A, Ippoliti R, Angelucci F. Taking Advantage of the Morpheein Behavior of Peroxiredoxin in Bionanotechnology. Bioconjug Chem 2021; 32:43-62. [PMID: 33411522 PMCID: PMC8023583 DOI: 10.1021/acs.bioconjchem.0c00621] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
![]()
Morpheeins
are proteins that reversibly assemble into different
oligomers, whose architectures are governed by conformational changes
of the subunits. This property could be utilized in bionanotechnology
where the building of nanometric and new high-ordered structures is
required. By capitalizing on the adaptability of morpheeins to create
patterned structures and exploiting their inborn affinity toward inorganic
and living matter, “bottom-up” creation of nanostructures
could be achieved using a single protein building block, which may
be useful as such or as scaffolds for more complex materials. Peroxiredoxins
represent the paradigm of a morpheein that can be applied to bionanotechnology.
This review describes the structural and functional transitions that
peroxiredoxins undergo to form high-order oligomers, e.g., rings,
tubes, particles, and catenanes, and reports on the chemical and genetic
engineering approaches to employ them in the generation of responsive
nanostructures and nanodevices. The usefulness of the morpheeins’
behavior is emphasized, supporting their use in future applications.
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Affiliation(s)
- Matteo Ardini
- Department of Life, Health, and Environmental Sciences, University of L'Aquila, Piazzale Salvatore Tommasi 1, 67100 L'Aquila, Italy
| | - Andrea Bellelli
- Department of Biochemical Sciences "A. Rossi Fanelli", University of Roma "Sapienza", Piazzale Aldo Moro 5, 00185 Roma, Italy
| | - David L Williams
- Department of Microbial Pathogens and Immunity, Rush University Medical Center, Chicago, Illinois 60612, United States
| | - Luana Di Leandro
- Department of Life, Health, and Environmental Sciences, University of L'Aquila, Piazzale Salvatore Tommasi 1, 67100 L'Aquila, Italy
| | - Francesco Giansanti
- Department of Life, Health, and Environmental Sciences, University of L'Aquila, Piazzale Salvatore Tommasi 1, 67100 L'Aquila, Italy
| | - Annamaria Cimini
- Department of Life, Health, and Environmental Sciences, University of L'Aquila, Piazzale Salvatore Tommasi 1, 67100 L'Aquila, Italy
| | - Rodolfo Ippoliti
- Department of Life, Health, and Environmental Sciences, University of L'Aquila, Piazzale Salvatore Tommasi 1, 67100 L'Aquila, Italy
| | - Francesco Angelucci
- Department of Life, Health, and Environmental Sciences, University of L'Aquila, Piazzale Salvatore Tommasi 1, 67100 L'Aquila, Italy
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