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Cady NC, Tokranova N, Minor A, Nikvand N, Strle K, Lee WT, Page W, Guignon E, Pilar A, Gibson GN. Multiplexed detection and quantification of human antibody response to COVID-19 infection using a plasmon enhanced biosensor platform. Biosens Bioelectron 2021; 171:112679. [PMID: 33069957 PMCID: PMC7545244 DOI: 10.1016/j.bios.2020.112679] [Citation(s) in RCA: 66] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 09/30/2020] [Accepted: 10/01/2020] [Indexed: 12/18/2022]
Abstract
The 2019 SARS CoV-2 (COVID-19) pandemic has illustrated the need for rapid and accurate diagnostic tests. In this work, a multiplexed grating-coupled fluorescent plasmonics (GC-FP) biosensor platform was used to rapidly and accurately measure antibodies against COVID-19 in human blood serum and dried blood spot samples. The GC-FP platform measures antibody-antigen binding interactions for multiple targets in a single sample, and has 100% selectivity and sensitivity (n = 23) when measuring serum IgG levels against three COVID-19 antigens (spike S1, spike S1S2, and the nucleocapsid protein). The GC-FP platform yielded a quantitative, linear response for serum samples diluted to as low as 1:1600 dilution. Test results were highly correlated with two commercial COVID-19 antibody tests, including an enzyme linked immunosorbent assay (ELISA) and a Luminex-based microsphere immunoassay. To demonstrate test efficacy with other sample matrices, dried blood spot samples (n = 63) were obtained and evaluated with GC-FP, yielding 100% selectivity and 86.7% sensitivity for diagnosing prior COVID-19 infection. The test was also evaluated for detection of multiple immunoglobulin isotypes, with successful detection of IgM, IgG and IgA antibody-antigen interactions. Last, a machine learning approach was developed to accurately score patient samples for prior COVID-19 infection, using antibody binding data for all three COVID-19 antigens used in the test.
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Affiliation(s)
- Nathaniel C Cady
- College of Nanoscale Science & Engineering, SUNY Polytechnic Institute, Albany, NY, USA.
| | - Natalya Tokranova
- College of Nanoscale Science & Engineering, SUNY Polytechnic Institute, Albany, NY, USA
| | - Armond Minor
- College of Nanoscale Science & Engineering, SUNY Polytechnic Institute, Albany, NY, USA
| | - Nima Nikvand
- College of Nanoscale Science & Engineering, SUNY Polytechnic Institute, Albany, NY, USA
| | - Klemen Strle
- Wadsworth Center, New York State Department of Health, Albany, NY, USA and School of Public Health, University at Albany, Albany, NY, USA
| | - William T Lee
- Wadsworth Center, New York State Department of Health, Albany, NY, USA and School of Public Health, University at Albany, Albany, NY, USA
| | | | | | | | - George N Gibson
- Ciencia, Inc., East Hartford, CT, USA; University of Connecticut, Storrs, CT, USA
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Wang Y, Aravind I, Cai Z, Shen L, Gibson GN, Chen J, Wang B, Shi H, Song B, Guignon E, Cady NC, Page WD, Pilar A, Cronin SB. Hot Electron Driven Photocatalysis on Plasmon-Resonant Grating Nanostructures. ACS Appl Mater Interfaces 2020; 12:17459-17465. [PMID: 32212673 DOI: 10.1021/acsami.0c00066] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
We demonstrate the hot electron injection of photoexcited carriers in an Ag-based plasmon resonant grating structure. By varying the incident angle of irradiation, sharp dips are observed in the reflectance with p-polarized light (electric field perpendicular to grating lines) when there is wavevector matching between the incident light and the plasmon resonant modes of the grating and no angle dependence is observed with s-polarized light. This configuration enables us to compare photoelectrochemical current produced by plasmon resonant excitation with that of bulk metal interband absorption simply by rotating the polarization of the incident light while keeping all other parameters of the measurement fixed. With 633 nm light, we observed a 12-fold enhancement in the photocurrent (i.e., reaction rate) between resonant and nonresonant polarizations at incident angles of ±7.6° from normal. At 785 nm irradiation, we observed similar resonant profiles to those obtained with 633 nm wavelength light but with a 44-fold enhancement factor. Using 532 nm light, we observed two resonant peaks (with approximately 10× enhancement) in the photocurrent at 19.4° and 28.0° incident angles, each corresponding to higher order modes in the grating with more nodes per period. The lower enhancement factors observed at shorter wavelengths are attributed to interband transitions, which provide a damping mechanism for the plasmon resonance. Finite difference time domain (FDTD) simulations of these grating structures confirm the resonant profiles observed in the angle-dependent spectra of these gratings and provide a detailed picture of the electric field profiles on and off resonance.
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Affiliation(s)
| | | | | | | | - George N Gibson
- Department of Physics, University of Connecticut, Storrs, Connecticut 06269, United States
- Ciencia Inc., East Hartford, Connecticut 06108, United States
| | | | | | | | | | - Ernest Guignon
- Ciencia Inc., East Hartford, Connecticut 06108, United States
| | - Nathaniel C Cady
- Colleges of Nanoscale Science & Engineering, SUNY Polytechnic Institute, Albany, New York 12203, United States
| | - William D Page
- Ciencia Inc., East Hartford, Connecticut 06108, United States
| | - Arturo Pilar
- Ciencia Inc., East Hartford, Connecticut 06108, United States
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Chou E, Lasek-Nesselquist E, Taubner B, Pilar A, Guignon E, Page W, Lin YP, Cady NC. A fluorescent plasmonic biochip assay for multiplex screening of diagnostic serum antibody targets in human Lyme disease. PLoS One 2020; 15:e0228772. [PMID: 32040491 PMCID: PMC7010292 DOI: 10.1371/journal.pone.0228772] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 01/22/2020] [Indexed: 12/22/2022] Open
Abstract
Lyme disease (LD) diagnosis using the current two-tier algorithm is constrained by low sensitivity for early-stage infection and ambiguity in determining treatment response. We recently developed a protein microarray biochip that measures diagnostic serum antibody targets using grating-coupled fluorescent plasmonics (GC-FP) technology. This strategy requires microliters of blood serum to enable multiplexed biomarker screening on a compact surface and generates quantitative results that can be further processed for diagnostic scoring. The GC-FP biochip was used to detect serum antibodies in patients with active and convalescent LD, as well as various negative controls. We hypothesized that the quantitative, high-sensitivity attributes of the GC-FP approach permit: 1) screening of antibody targets predictive for LD status, and 2) development a diagnostic algorithm that is more sensitive, specific, and informative than the standard ELISA and Western blot assays. Notably, our findings led to a diagnostic algorithm that may be more sensitive than the current standard for detecting early LD, while maintaining 100% specificity. We further show that analysis of relative antibody levels to predict disease status, such as in acute and convalescent stages of infection, is possible with a highly sensitive and quantitative platform like GC-FP. The results from this study add to the urgent conversation regarding better diagnostic strategies and more effective treatment for patients affected by tick-borne disease.
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Affiliation(s)
- Eunice Chou
- College of Nanoscale Science & Engineering, State University of New York Polytechnic Institute, Albany, New York, United States of America
- College of Medicine, State University of New York Downstate Medical Center, Brooklyn, New York, United States of America
| | - Erica Lasek-Nesselquist
- Bioinformatics Core, Wadsworth Center, New York State Department of Health, Albany, New York, United States of America
| | - Benjamin Taubner
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, United States of America
- Department of Biomedical Engineering, Mercer University, Macon, Georgia, United States of American
| | - Arturo Pilar
- Ciencia, Inc., East Hartford, Connecticut, United States of America
| | - Ernest Guignon
- Ciencia, Inc., East Hartford, Connecticut, United States of America
| | - William Page
- Ciencia, Inc., East Hartford, Connecticut, United States of America
| | - Yi-Pin Lin
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, United States of America
- Department of Biomedical Science, State University of New York at Albany, Albany, New York, United States of America
| | - Nathaniel C. Cady
- College of Nanoscale Science & Engineering, State University of New York Polytechnic Institute, Albany, New York, United States of America
- * E-mail:
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Wang Y, Shen L, Wang Y, Hou B, Gibson G, Poudel N, Chen J, Shi H, Guignon E, Cady NC, Page WD, Pilar A, Dawlaty J, Cronin SB. Hot electron-driven photocatalysis and transient absorption spectroscopy in plasmon resonant grating structures. Faraday Discuss 2019; 214:325-339. [DOI: 10.1039/c8fd00141c] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
We have developed a method to measure photocurrents produced by photoexcited hot electrons and holes in bulk metal films.
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Patterson J, Guignon E, Bronzino JD. Development of an inservice educational program for clinical staff. J Clin Eng 1984; 9:113-20. [PMID: 10267395 DOI: 10.1097/00004669-198404000-00004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Inservice education is potentially one of the most effective tools of the clinical engineer. A good technical inservice program can significantly reduce the amount of time engineers and technicians must spend on repetitive, corrective tasks, allowing them to be of greater value to their institutions in more creative ways. A complete technical inservice education program has been designed for the University of Connecticut Health Center's John Dempsey Hospital. To design such a program, one must first assess current inservice practices and any associated problems, as well as the educational needs of the clinical staff. The assessment is done by examining past equipment repair records, and by surveying nurses and other clinicians within the hospital, clinical engineers from outside hospitals, and equipment vendors. A sample program is then carried out to gather additional information and gain the acceptance and support of key hospital personnel. Based on the compiled data, an inservice program is proposed that is streamlined to maintain a desirable level of efficacy without requiring an inordinate amount of time. Quantitative analyses of costs and benefits confirm that the proposed program will have a net positive effect.
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Abstract
The problems of cost, personnel qualifications, task assignment, and productivity involved in establishing a clinical engineering department are addressed in this paper. A basic department consisting of a Clinical Engineer, a Biomedical Equipment Technician, a Testing Technician and a Clerical Assistant can provide a full range of clinical engineering services to a hospital with 225 instruments. The annual cost of such a department, including materials, would be approximately $90,000. The average capital investment in a selection of 225 instruments would be on the order of $860,000. This paper discusses levels of skills within a clinical engineering department, and the services that a hospital could expect from a four-man department.
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Bronzino JD, Lylis J, Hayes TP, Guignon E. A regional model for a hospital-based clinical engineering internship program. Conn Med 1979; 43:501-4. [PMID: 553776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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Bronzino JD, Lylis J, Hayes TP, Guignon E. A regional model for a hospital-based clinical engineering internship program. Clin Eng 1979; 7:34-7. [PMID: 10241602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
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