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Prediction of Cortisol and Progesterone Concentrations in Cow Hair Using Near-Infrared Reflectance Spectroscopy (NIRS)
- Source :
- Applied Spectroscopy. 71:1954-1961
- Publication Year :
- 2017
- Publisher :
- SAGE Publications, 2017.
-
Abstract
- Concentrations of different steroid hormones have been used in cows as a measure of adrenal or gonadal activity and, thus, as indicators of stress or reproductive state. Detecting cortisol and progesterone in cow hair provides a long-term integrative value of retrospective adrenal or gonadal/placental activity, respectively. Current techniques for steroid detection require a hormone-extraction procedure that involves time, several types of equipment, management of reagents, and some assay procedures (which can also be time-consuming and can destroy the samples). In contrast, near-infrared reflectance spectroscopy (NIRS) is a multi-component predictor technique, characterized as rapid, nondestructive for the sample, and reagent-free. However, as a predictor technique, NIRS needs to be calibrated and validated for each matrix, hormone, and species. The main objective of this study was to evaluate the predictive value of the NIRS technique for hair cortisol and progesterone quantification in cows by using specific enzyme immunoassay as a reference method. Hair samples from 52 adult Friesian lactating cows from a commercial dairy farm were used. Reflectance spectra of hair samples were determined with a NIR reflectance spectrophotometer before and after trimming them. Although similar results were obtained, a slightly better relationship between the reference data and NIRS predicted values was found using trimmed samples. Near infrared reflectance spectroscopy demonstrated its ability to predict cortisol and progesterone concentrations with certain accuracy (R2 = 0.90 for cortisol and R2 = 0.87 for progesterone). Although NIRS is far from being a complete alternative to current methodologies, the proposed equations can offer screening capability. Considering the advantages of both fields, our results open the possibility for future work on the combination of hair steroid measurement and NIRS methodology.
- Subjects :
- 0301 basic medicine
Hydrocortisone
Reflectance spectroscopy
Analytical chemistry
Sensitivity and Specificity
01 natural sciences
Immunoenzyme Techniques
Matrix (chemical analysis)
03 medical and health sciences
medicine
Animals
Steroid Measurement
Instrumentation
Progesterone
Spectroscopy
Spectroscopy, Near-Infrared
Chromatography
medicine.diagnostic_test
Chemistry
010401 analytical chemistry
Reproducibility of Results
Predictive value
Reflectivity
0104 chemical sciences
030104 developmental biology
Immunoassay
Linear Models
Cattle
Female
Near infrared reflectance spectroscopy
Reproductive state
Hair
Subjects
Details
- ISSN :
- 19433530 and 00037028
- Volume :
- 71
- Database :
- OpenAIRE
- Journal :
- Applied Spectroscopy
- Accession number :
- edsair.doi.dedup.....1e4e8265ba492744da9a6772956c1c6e
- Full Text :
- https://doi.org/10.1177/0003702817710295