Set-up of a multivariate approach based on serum biomarkers as an alternative strategy for the screening evaluation of the potential abuse of growth promoters in veal calves.
A chemometric class modelling strategy (unequal dispersed classes - UNEQ) was applied for the first time as a possible screening method to monitor the abuse of growth promoters in veal calves. Five serum biomarkers, known to reflect the exposure to classes of compounds illegally used as growth promoters, were determined from 50 untreated animals in order to design a model of controls, representing veal calves reared under good, safe and highly standardised breeding conditions. The class modelling was applied to 421 commercially bred veal calves to separate them into 'compliant' and 'non-compliant' with respect to the modelled controls. Part of the non-compliant animals underwent further histological and chemical examinations to confirm the presence of either alterations in target tissues or traces of illegal substances commonly administered for growth-promoting purposes. Overall, the congruence between the histological or chemical methods and the UNEQ non-compliant outcomes was approximately 58%, likely underestimated due to the blindness nature of this examination. Further research is needed to confirm the validity of the UNEQ model in terms of sensitivity in recognising untreated animals as compliant to the controls, and specificity in revealing deviations from ideal breeding conditions, for example due to the abuse of growth promoters.
a Department of Chemistry , University of Turin , Turin , Italy.
Valentina
V
Pirro
Flavia
F
Girolami
Veronica
V
Spalenza
Giulia
G
Gardini
Paola
P
Badino
Carlo
C
Nebbia
D000818:Animals; D000975:Antioxidants / Q000378:metabolism; D015415:Biomarkers / Q000097:blood*; D001947:Breeding; D002417:Cattle; D013006:Growth Hormone / Q000008:administration & dosage* / Q000097:blood*; D006854:Hydrocortisone / Q000097:blood; D007265:Inhibins / Q000097:blood; D015999:Multivariate Analysis; D015675:Osteocalcin / Q000097:blood; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity; D014508:Urea / Q000097:blood
D000975:Antioxidants; D015415:Biomarkers; D015675:Osteocalcin; D007265:Inhibins; D014508:Urea; D013006:Growth Hormone; D006854:Hydrocortisone
growth promoters; illegal treatments; multivariate analysis; serum biomarkers; veal calves