Modular Label-Free Electrochemical Biosensor Loading Nature-Inspired Peptide toward the Widespread Use of COVID-19 Antibody Tests
dc.contributor.author | Castro, Ana C. H. | |
dc.contributor.author | Bezerra, Ítalo R. S. | |
dc.contributor.author | Pascon, Aline M. | |
dc.contributor.author | Da Silva, Gabriela H. | |
dc.contributor.author | Philot, Eric A. | |
dc.contributor.author | De Oliveira, Vivian L. | |
dc.contributor.author | Mancini, Rodrigo S. N. | |
dc.contributor.author | Schleder, Gabriel R. | |
dc.contributor.author | Castro, Carlos E. | |
dc.contributor.author | De Carvalho, Luciani R. S. | |
dc.contributor.author | Fernandes, Bianca H. V. | |
dc.contributor.author | Cilli, Eduardo M. [UNESP] | |
dc.contributor.author | Sanches, Paulo R. S. [UNESP] | |
dc.contributor.author | Santhiago, Murilo | |
dc.contributor.author | Charlie-Silva, Ives | |
dc.contributor.author | Martinez, Diego S. T. | |
dc.contributor.author | Scott, Ana L. | |
dc.contributor.author | Alves, Wendel A. | |
dc.contributor.author | Lima, Renato S. | |
dc.contributor.institution | Brazilian Center for Research in Energy and Materials | |
dc.contributor.institution | Federal University of ABC | |
dc.contributor.institution | Universidade de São Paulo (USP) | |
dc.contributor.institution | Universidade Estadual de Campinas (UNICAMP) | |
dc.contributor.institution | Universidade Estadual Paulista (UNESP) | |
dc.contributor.institution | Harvard University | |
dc.date.accessioned | 2023-03-01T21:17:30Z | |
dc.date.available | 2023-03-01T21:17:30Z | |
dc.date.issued | 2022-01-01 | |
dc.description.abstract | Limitations 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.affiliation | Brazilian Nanotechnology National Laboratory Brazilian Center for Research in Energy and Materials, Campinas | |
dc.description.affiliation | Center for Natural and Human Sciences Federal University of ABC, Santo André | |
dc.description.affiliation | Institute of Biomedical Sciences University of São Paulo São Paulo | |
dc.description.affiliation | Institute of Chemistry University of Campinas, Campinas | |
dc.description.affiliation | São Carlos Institute of Chemistry University of São Paulo, São Carlos | |
dc.description.affiliation | Laboratory of Immunology Heart Institute University of São Paulo São Paulo | |
dc.description.affiliation | Center for Mathematics Computing and Cognition Federal University of ABC, Santo André | |
dc.description.affiliation | Medical School University of Sao Paulo São Paulo | |
dc.description.affiliation | Institute of Chemistry São Paulo State University, Araraquara | |
dc.description.affiliation | John A. Paulson School of Engineering and Applied Sciences Harvard University | |
dc.description.affiliationUnesp | Institute of Chemistry São Paulo State University, Araraquara | |
dc.identifier | http://dx.doi.org/10.1021/acsnano.2c04364 | |
dc.identifier.citation | ACS Nano. | |
dc.identifier.doi | 10.1021/acsnano.2c04364 | |
dc.identifier.issn | 1936-086X | |
dc.identifier.issn | 1936-0851 | |
dc.identifier.scopus | 2-s2.0-85136624110 | |
dc.identifier.uri | http://hdl.handle.net/11449/241701 | |
dc.language.iso | eng | |
dc.relation.ispartof | ACS Nano | |
dc.source | Scopus | |
dc.subject | electrochemical impedance spectroscopy | |
dc.subject | gold nanoparticle | |
dc.subject | machine learning | |
dc.subject | noncovalent immobilization | |
dc.subject | SARS-CoV-2 | |
dc.title | Modular Label-Free Electrochemical Biosensor Loading Nature-Inspired Peptide toward the Widespread Use of COVID-19 Antibody Tests | en |
dc.type | Artigo | |
dspace.entity.type | Publication | |
unesp.author.orcid | 0000-0001-9423-9730 0000-0001-9423-9730[2] | |
unesp.author.orcid | 0000-0003-2523-0374 0000-0003-2523-0374[6] | |
unesp.author.orcid | 0000-0003-3129-8682[8] | |
unesp.author.orcid | 0000-0002-9146-9677 0000-0002-9146-9677[14] | |
unesp.author.orcid | 0000-0002-0086-3055[16] | |
unesp.author.orcid | 0000-0002-8394-2751[18] | |
unesp.author.orcid | 0000-0001-8450-1475 0000-0001-8450-1475 0000-0001-8450-1475 0000-0001-8450-1475[19] | |
unesp.campus | Universidade Estadual Paulista (UNESP), Instituto de Biociências, Botucatu | pt |
unesp.department | Microbiologia e Imunologia - IBB | pt |