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Near-infrared Raman spectroscopy to detect anti-Toxoplasma gondii antibody in blood sera of domestic cats: quantitative analysis based on partial least-squares multivariate statistics

Source: J. Biomed. Opt. 15, 047002 (2010); doi:10.1117/1.3463006

Published 21 July 2010

KEYWORDS and PACS
Keywords
PACS
  • 87.64.-t
    Spectroscopic and microscopic techniques in biophysics and medical physics
  • 87.63.L-
    Visual medical imaging
  • 87.14.ej
    Enzymes
  • YEAR: 2010
PUBLICATION DATA
ISSN:
1553-9628 (online)
Publisher:
AIP is a member of CrossRef SPIE
Janaína Duarte
Universidade Paulista, Rod. Pres. Dutra, km 157,5, 12240-420, São José dos Campos, São Paulo, Brazil

Marcos T. T. Pacheco and Antonio Balbin Villaverde
Universidade Camilo Castelo Branco, Núcleo do Parque Tecnológico de São José dos Campos, Biomedical Engineering Group, Rod. Pres. Dutra, km 138, 12247-004 São José dos Campos, São Paulo, Brazil

Rosangela Z. Machado
Universidade Estadual Paulista Júlio de Mesquita Filho, Department of Veterinary Pathology, Via Paulo Donato Castellane, S/N, 14884-900 Jaboticabal, São Paulo, Brazil

Renato A. Zângaro and Landulfo Silveira, Jr.
Universidade Camilo Castelo Branco, Núcleo do Parque Tecnológico de São José dos Campos, Biomedical Engineering Group, Rod. Pres. Dutra, km 138, 12247-004 São José dos Campos, São Paulo, Brazil
Toxoplasmosis is an important zoonosis in public health because domestic cats are the main agents responsible for the transmission of this disease in Brazil. We investigate a method for diagnosing toxoplasmosis based on Raman spectroscopy. Dispersive near-infrared Raman spectra are used to quantify anti-Toxoplasma gondii (IgG) antibodies in blood sera from domestic cats. An 830-nm laser is used for sample excitation, and a dispersive spectrometer is used to detect the Raman scattering. A serological test is performed in all serum samples by the enzyme-linked immunosorbent assay (ELISA) for validation. Raman spectra are taken from 59 blood serum samples and a quantification model is implemented based on partial least squares (PLS) to quantify the sample's serology by Raman spectra compared to the results provided by the ELISA test. Based on the serological values provided by the Raman/PLS model, diagnostic parameters such as sensitivity, specificity, accuracy, positive prediction values, and negative prediction values are calculated to discriminate negative from positive samples, obtaining 100, 80, 90, 83.3, and 100%, respectively. Raman spectroscopy, associated with the PLS, is promising as a serological assay for toxoplasmosis, enabling fast and sensitive diagnosis. ©2010 Society of Photo-Optical Instrumentation Engineers
History: Received 9 October 2009; revised 29 April 2010; accepted 12 May 2010; published 21 July 2010
Permalink: http://dx.doi.org/10.1117/1.3463006

REFERENCES (46)

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