I. Beseda et al., EVALUATION OF ACID-BASE-DISORDERS IN DAIRY-COWS USING PRINCIPAL COMPONENT ANALYSIS AND EMPIRIC EQUATIONS, Veterinarni medicina, 39(2-3), 1994, pp. 59-65
Acid-base disorders were studied in two groups of dairy cows. Accordin
g to conventional interpretation in the 1st group of dairy cows (n = 1
0) the results of the acid-base parameters indicated respiratory alkal
osis and in the 2nd group (n = 10) metabolic acidosis. The data of the
two groups were examined using principal component analysis. So calle
d ''reduced variables'' - principal components for each animal were ca
lculated. Each experimental animal was projected in the coordinates of
3 principal components K1, K2 and K3. The components K1, K2 and K3 co
mprised a 90% data variability. The importance of variables for a divi
ding of groups (1 and 2) was quantified. The most important were pCO2,
(HCO3)' and BE. It was proved according to mathematico-empiric equati
ons that dairy cows of 1st group suffered from acute respiratory alkal
osis. In the 2nd group of dairy cows the combined acid-base disorder w
as confirmed using the equations for metabolic acidosis and chronic re
spiratory acidosis. The use of PCA method and empiric equations for ac
id-base imbalances shows the possibilities for gaining new knowledge h
ow to make the diagnostic process more exact.