Open AccessUse of Fourier‐Transform Infrared Spectroscopy for the Diagnosis of Failure of Transfer of Passive Immunity and Measurement of Immunoglobulin Concentrations in Horses
Author(s) -
Riley Christopher B.,
McClure J.T.,
LowYing Sarah,
Shaw R. Anthony
Publication year - 2007
Publication title -
journal of veterinary internal medicine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.356
H-Index - 103
eISSN - 1939-1676
pISSN - 0891-6640
DOI - 10.1111/j.1939-1676.2007.tb03028.x
Subject(s) - radial immunodiffusion , medicine , linear discriminant analysis , antibody , passive immunity , immunoglobulin g , immunology , chromatography , gastroenterology , statistics , chemistry , mathematics , colostrum
Background : The economic, accurate, and rapid screening of foals for failure of transfer of passive immunity (FPT) is essential to ensure timely intervention. Hypothesis : Infrared (IR) spectroscopy of foal sera and pattern recognition may be used to diagnose FPT and quantify serum IgG. Samples : Sera from 194 foals (24–72 hours) with serum immunoglobulin G (IgG) concentrations determined previously by radial immunodiffusion assay (RID) were used. Methods : IR spectra were recorded for the serum samples, and the data were randomly divided into training and independent test sets, each containing both FPT‐positive (IgG <400 mg/dL) and non‐FPT samples. A genetic optimal region selection algorithm and linear discriminant analysis were used to partition the training spectra, and the resulting classifier was then validated by comparing the IR‐predicted FPT status for each of the test samples to that provided by the RID IgG assay. A quantitative IR‐based assay for IgG was developed using partial least squares (PLS) and validated by testing its ability to predict IgG concentrations. Results : Specificity, sensitivity, and accuracy for the combined data were 92.5, 96.8, and 95.9%, respectively. Corresponding positive (88.1%) and negative predictive (98.0%) values determined a success rate of 95–97% as compared to RID‐based IgG concentrations. The IR‐based quantitative assay yielded correlation coefficients for IR spectroscopy versus RID‐based IgG concentrations of 0.90 and 0.86 for the training and test sets, respectively. Conclusions and Clinical Importance : The overall performance of the IR‐based test was similar to that of the colorimetric assay and was superior and more economic than other available tests.