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Modular Label-Free Electrochemical Biosensor Loading Nature-Inspired Peptide toward the Widespread Use of COVID-19 Antibody Tests

dc.contributor.authorCastro, Ana C. H.
dc.contributor.authorBezerra, Ítalo R. S.
dc.contributor.authorPascon, Aline M.
dc.contributor.authorDa Silva, Gabriela H.
dc.contributor.authorPhilot, Eric A.
dc.contributor.authorDe Oliveira, Vivian L.
dc.contributor.authorMancini, Rodrigo S. N.
dc.contributor.authorSchleder, Gabriel R.
dc.contributor.authorCastro, Carlos E.
dc.contributor.authorDe Carvalho, Luciani R. S.
dc.contributor.authorFernandes, Bianca H. V.
dc.contributor.authorCilli, Eduardo M. [UNESP]
dc.contributor.authorSanches, Paulo R. S. [UNESP]
dc.contributor.authorSanthiago, Murilo
dc.contributor.authorCharlie-Silva, Ives
dc.contributor.authorMartinez, Diego S. T.
dc.contributor.authorScott, Ana L.
dc.contributor.authorAlves, Wendel A.
dc.contributor.authorLima, Renato S.
dc.contributor.institutionBrazilian Center for Research in Energy and Materials
dc.contributor.institutionFederal University of ABC
dc.contributor.institutionUniversidade de São Paulo (USP)
dc.contributor.institutionUniversidade Estadual de Campinas (UNICAMP)
dc.contributor.institutionUniversidade Estadual Paulista (UNESP)
dc.contributor.institutionHarvard University
dc.date.accessioned2023-03-01T21:17:30Z
dc.date.available2023-03-01T21:17:30Z
dc.date.issued2022-01-01
dc.description.abstractLimitations of the recognition elements in terms of synthesis, cost, availability, and stability have impaired the translation of biosensors into practical use. Inspired by nature to mimic the molecular recognition of the anti-SARS-CoV-2 S protein antibody (AbS) by the S protein binding site, we synthesized the peptide sequence of Asn-Asn-Ala-Thr-Asn-COOH (abbreviated as PEP2003) to create COVID-19 screening label-free (LF) biosensors based on a carbon electrode, gold nanoparticles (AuNPs), and electrochemical impedance spectroscopy. The PEP2003 is easily obtained by chemical synthesis, and it can be adsorbed on electrodes while maintaining its ability for AbS recognition, further leading to a sensitivity 3.4-fold higher than the full-length S protein, which is in agreement with the increase in the target-to-receptor size ratio. Peptide-loaded LF devices based on noncovalent immobilization were developed by affording fast and simple analyses, along with a modular functionalization. From studies by molecular docking, the peptide-AbS binding was found to be driven by hydrogen bonds and hydrophobic interactions. Moreover, the peptide is not amenable to denaturation, thus addressing the trade-off between scalability, cost, and robustness. The biosensor preserves 95.1% of the initial signal for 20 days when stored dry at 4 °C. With the aid of two simple equations fitted by machine learning (ML), the method was able to make the COVID-19 screening of 39 biological samples into healthy and infected groups with 100.0% accuracy. By taking advantage of peptide-related merits combined with advances in surface chemistry and ML-aided accuracy, this platform is promising to bring COVID-19 biosensors into mainstream use toward straightforward, fast, and accurate analyses at the point of care, with social and economic impacts being achieved.en
dc.description.affiliationBrazilian Nanotechnology National Laboratory Brazilian Center for Research in Energy and Materials, Campinas
dc.description.affiliationCenter for Natural and Human Sciences Federal University of ABC, Santo André
dc.description.affiliationInstitute of Biomedical Sciences University of São Paulo São Paulo
dc.description.affiliationInstitute of Chemistry University of Campinas, Campinas
dc.description.affiliationSão Carlos Institute of Chemistry University of São Paulo, São Carlos
dc.description.affiliationLaboratory of Immunology Heart Institute University of São Paulo São Paulo
dc.description.affiliationCenter for Mathematics Computing and Cognition Federal University of ABC, Santo André
dc.description.affiliationMedical School University of Sao Paulo São Paulo
dc.description.affiliationInstitute of Chemistry São Paulo State University, Araraquara
dc.description.affiliationJohn A. Paulson School of Engineering and Applied Sciences Harvard University
dc.description.affiliationUnespInstitute of Chemistry São Paulo State University, Araraquara
dc.identifierhttp://dx.doi.org/10.1021/acsnano.2c04364
dc.identifier.citationACS Nano.
dc.identifier.doi10.1021/acsnano.2c04364
dc.identifier.issn1936-086X
dc.identifier.issn1936-0851
dc.identifier.scopus2-s2.0-85136624110
dc.identifier.urihttp://hdl.handle.net/11449/241701
dc.language.isoeng
dc.relation.ispartofACS Nano
dc.sourceScopus
dc.subjectelectrochemical impedance spectroscopy
dc.subjectgold nanoparticle
dc.subjectmachine learning
dc.subjectnoncovalent immobilization
dc.subjectSARS-CoV-2
dc.titleModular Label-Free Electrochemical Biosensor Loading Nature-Inspired Peptide toward the Widespread Use of COVID-19 Antibody Testsen
dc.typeArtigo
dspace.entity.typePublication
unesp.author.orcid0000-0001-9423-9730 0000-0001-9423-9730[2]
unesp.author.orcid0000-0003-2523-0374 0000-0003-2523-0374[6]
unesp.author.orcid0000-0003-3129-8682[8]
unesp.author.orcid0000-0002-9146-9677 0000-0002-9146-9677[14]
unesp.author.orcid0000-0002-0086-3055[16]
unesp.author.orcid0000-0002-8394-2751[18]
unesp.author.orcid0000-0001-8450-1475 0000-0001-8450-1475 0000-0001-8450-1475 0000-0001-8450-1475[19]
unesp.campusUniversidade Estadual Paulista (UNESP), Instituto de Biociências, Botucatupt
unesp.departmentMicrobiologia e Imunologia - IBBpt

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