Fecal NIRS: detection of tick infestations in cattle and horses.
- Journal Article
- Validation Study
Summary
The research article examines the effectiveness of fecal near infrared spectroscopy (NIRS) in detecting tick infestations in cattle and horses, which could facilitate prescription treatments for ticks in grazing animals.
Fecal Near Infrared Spectroscopy (NIRS) as a Detection Method
In the current state of livestock management practices, anti-tick treatments are often applied without much consideration of the actual levels of infestation. The researchers sought to improve this through a non-invasive detection method via fecal near infrared spectroscopy (NIRS). NIRS offers a unique and efficient approach to evaluating the presence of ticks in grazing cattle and horses without invasive procedures.
The NIRS Study
- The study involved four trials with cattle and a single trial involving horses. The animals were subjected to varying diets and were exposed to different species of ticks.
- Infestation levels for the animals were categorized as High stress (with tick burden) and Low stress (without tick burden). The aim was to determine whether NIRS could accurately distinguish between these two categories.
Results of the NIRS Study
- Discriminant analysis of each individual trial showed promise with R(2) values exceeding 0.80. This suggests a high degree of correlation between the observed data and the model predictions.
- When data from several studies were combined, the accuracy in identifying Low and High stress samples was lower (53.4% and 60.1% respectively).
- However, when combined calibration sets were used, and 10-25% of the samples were removed from the calibration, a much higher degree of discrimination was achieved with R(2) values exceeding 0.89.
- Validation samples were correctly identified at a much higher rate — 91.7% for Low stress and 96.3% for High stress conditions.
Conclusion of the NIRS Study
This research demonstrated that Near Infrared Spectroscopy can accurately detect differences in fecal samples attributable to tick stress across a variety of diets, host species, and tick species. The results suggest potential for the non-invasive NIRS method to facilitate effective field-based tick management strategies in livestock.
Cite This Article
Publication
Researcher Affiliations
- Department of Rangeland Ecology & Management, Mail Stop 2126 Animal Industries Bldg., Texas A&M University, College Station, TX 77843-2126, USA. tolleson@cnrit.tamu.edu
MeSH Terms
- Animals
- Calibration
- Cattle
- Cattle Diseases / diagnosis
- Discriminant Analysis
- Feces / chemistry
- Female
- Horse Diseases / diagnosis
- Horses
- Male
- Predictive Value of Tests
- Reproducibility of Results
- Sensitivity and Specificity
- Species Specificity
- Spectroscopy, Near-Infrared / methods
- Spectroscopy, Near-Infrared / standards
- Spectroscopy, Near-Infrared / veterinary
- Tick Infestations / diagnosis
- Tick Infestations / veterinary
Citations
This article has been cited 2 times.- Kho EA, Fernandes JN, Kotze AC, Fox GP, Sikulu-Lord MT, Beasley AM, Moore SS, James PJ. Influence of environmental factors on the detection of blood in sheep faeces using visible-near-infrared spectroscopy as a measure of Haemonchus contortus infection.. Parasit Vectors 2020 Nov 23;13(1):591.
- Sharma N, Singh V, Shyma KP, Parsani HR. Comparative efficacy of commercial preparation of deltamethrin and cypermethrin against Ornithodoros spp. of North Gujarat.. J Parasit Dis 2017 Dec;41(4):1139-1142.