Use of Fourier-transform infrared spectroscopy for the diagnosis of failure of transfer of passive immunity and measurement of immunoglobulin concentrations in horses.
Abstract: The economic, accurate, and rapid screening of foals for failure of transfer of passive immunity (FPT) is essential to ensure timely intervention. Objective: Infrared (IR) spectroscopy of foal sera and pattern recognition may be used to diagnose FPT and quantify serum IgG. Methods: 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: 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.
Publication Date: 2007-08-22 PubMed ID: 17708406DOI: 10.1892/0891-6640(2007)21[828:uofisf]2.0.co;2Google Scholar: Lookup
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- Journal Article
Summary
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The research article is about the use of infrared spectroscopy for identifying equine transfer of passive immunity failures and measuring immunoglobulin levels. Validated against radial immunodiffusion, infrared spectroscopy demonstrated a high level of precision, offering a cost-effective and efficient diagnostic tool.
Objective and Overview of Research
- The researchers aimed to test the efficiency of Fourier-transform infrared (FTIR) spectroscopy in diagnosing failure of transfer of passive immunity (FPT) in foals, and in measuring the concentration of immunoglobulin G (IgG), a type of immunity protein in their bodies.
- The research is rooted in the necessity for a fast, accurate, and cost-effective method of screening foals for FPT. This would allow for early interventions in cases of FPT, which otherwise could lead to severe illnesses or even death.
Procedure and Methodology
- Serum samples from 194 foals aged between 24 to 72 hours were used for the research, with the immunoglobulin G (IgG) concentration already determined by radial immunodiffusion (RID) assay.
- The infrared (IR) spectra for these samples were recorded and the data randomly divided into training and test sets, containing both FPT-positive and FPT-negative samples.
Analysis and Interpretation
- A genetic optimal region selection algorithm and linear discriminant analysis were used to segregate the spectra in the training set.
- This classifier was then validated by comparing the IR-predicted FPT status for each sample in the test set with those determined by the RID IgG assay.
- This verification process resulted in a correlation coefficient of 0.90 and 0.86 for the training and test sets respectively, indicating a high level of accuracy.
Findings and Conclusion
- The research suggests the validity of FTIR spectroscopy as an effective diagnostic tool for the potentially deadly condition of FPT in foals.
- The specificity, sensitivity, and accuracy of the FTIR method were found to be extremely high, underlining its reliability.
- The study concludes that the performance of the IR-based test was comparable to the colorimetric assay method and was more economical and superior to other available tests.
Cite This Article
APA
Riley CB, McClure JT, Low-Ying S, Shaw RA.
(2007).
Use of Fourier-transform infrared spectroscopy for the diagnosis of failure of transfer of passive immunity and measurement of immunoglobulin concentrations in horses.
J Vet Intern Med, 21(4), 828-834.
https://doi.org/10.1892/0891-6640(2007)21[828:uofisf]2.0.co;2 Publication
Researcher Affiliations
- National Research Council of Canada, Institute for Biodiagnostics, Winnipeg, MB. criley@upei.ca
MeSH Terms
- Animals
- Animals, Newborn
- Horse Diseases / diagnosis
- Horses
- Immunity, Maternally-Acquired
- Immunoglobulin G / blood
- Sensitivity and Specificity
- Spectroscopy, Fourier Transform Infrared / economics
- Spectroscopy, Fourier Transform Infrared / veterinary
Citations
This article has been cited 7 times.- Ahmann J, Steinhoff-Wagner J, Büscher W. Determining Immunoglobulin Content of Bovine Colostrum and Factors Affecting the Outcome: A Review.. Animals (Basel) 2021 Dec 18;11(12).
- Elsohaby I, Windeyer MC, Haines DM, Homerosky ER, Pearson JM, McClure JT, Keefe GP. Application of transmission infrared spectroscopy and partial least squares regression to predict immunoglobulin G concentration in dairy and beef cow colostrum.. J Anim Sci 2018 Mar 6;96(2):771-782.
- Elsohaby I, McClure JT, Dow N, Keefe GP. Effect of Heat-treatment on Accuracy of Infrared Spectroscopy and Digital and Optical Brix Refractometers for Measuring Immunoglobulin G Concentration in Bovine Colostrum.. J Vet Intern Med 2018 Jan;32(1):491-496.
- Elsohaby I, Burns JJ, Riley CB, McClure JT. Evaluation of transmission infrared spectroscopy and digital and optical refractometers to identify low immunoglobulin G concentrations in alpaca serum.. Can J Vet Res 2017 Jul;81(3):217-222.
- Elsohaby I, Burns JB, Riley CB, Shaw RA, McClure JT. Application of laboratory and portable attenuated total reflectance infrared spectroscopic approaches for rapid quantification of alpaca serum immunoglobulin G.. PLoS One 2017;12(6):e0179644.
- Elsohaby I, Hou S, McClure JT, Riley CB, Shaw RA, Keefe GP. A rapid field test for the measurement of bovine serum immunoglobulin G using attenuated total reflectance infrared spectroscopy.. BMC Vet Res 2015 Aug 20;11:218.
- Burns J, Hou S, Riley CB, Shaw RA, Jewett N, McClure JT. Use of Fourier-transform infrared spectroscopy to quantify immunoglobulin G concentrations in alpaca serum.. J Vet Intern Med 2014 Mar-Apr;28(2):639-45.
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