Sensors (Jan 2021)

Non-Invasive Method to Detect Infection with <i>Mycobacterium tuberculosis</i> Complex in Wild Boar by Measurement of Volatile Organic Compounds Obtained from Feces with an Electronic Nose System

  • Kelvin de Jesús Beleño-Sáenz,
  • Juan Martín Cáceres-Tarazona,
  • Pauline Nol,
  • Aylen Lisset Jaimes-Mogollón,
  • Oscar Eduardo Gualdrón-Guerrero,
  • Cristhian Manuel Durán-Acevedo,
  • Jose Angel Barasona,
  • Joaquin Vicente,
  • María José Torres,
  • Tesfalem Geremariam Welearegay,
  • Lars Österlund,
  • Jack Rhyan,
  • Radu Ionescu

DOI
https://doi.org/10.3390/s21020584
Journal volume & issue
Vol. 21, no. 2
p. 584

Abstract

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More effective methods to detect bovine tuberculosis, caused by Mycobacterium bovis, in wildlife, is of paramount importance for preventing disease spread to other wild animals, livestock, and human beings. In this study, we analyzed the volatile organic compounds emitted by fecal samples collected from free-ranging wild boar captured in Doñana National Park, Spain, with an electronic nose system based on organically-functionalized gold nanoparticles. The animals were separated by the age group for performing the analysis. Adult (>24 months) and sub-adult (12–24 months) animals were anesthetized before sample collection, whereas the juvenile (<12 months) animals were manually restrained while collecting the sample. Good accuracy was obtained for the adult and sub-adult classification models: 100% during the training phase and 88.9% during the testing phase for the adult animals, and 100% during both the training and testing phase for the sub-adult animals, respectively. The results obtained could be important for the further development of a non-invasive and less expensive detection method of bovine tuberculosis in wildlife populations.

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