The American journal of physiology
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In vivo microperfusion studies of the proximal convoluted tubule of the rat were performed to determine the effect of metabolic acidosis on total CO2 (tCO2) absorption. In series I, tubular perfusion was performed in control and acidotic rats in a manner by which similar mean total CO2 concentrations in the proximal tubule were maintained. Comparable ranges of perfusion rate were studied in both groups. ⋯ Again, JtCO2 was higher in the acidotic rats, 352 +/- 19 vs. 198 +/- 13. The results indicate that at comparable luminal tCO2 concentration and tubular fluid flow rates, tCO2 absorption is significantly increased in the acidotic state. Although other mechanisms cannot be excluded, the finding of an increase in proximal tCO2 absorption in the acidotic rats is in agreement with the presence of an accelerated Na+/H+ exchange rate in brush border membrane vesicles obtained from the renal cortex of animals with metabolic acidosis.
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Multiple linear regression, in which several predictor variables are related to a response variable, is a powerful statistical tool for gaining quantitative insight into complex in vivo physiological systems. For these insights to be correct, all predictor variables must be uncorrelated. However, in many physiological experiments the predictor variables cannot be precisely controlled and thus change in parallel (i.e., they are highly correlated). ⋯ Although multicollinearity can be avoided with good experimental design, not all interesting physiological questions can be studied without encountering multicollinearity. In these cases various ad hoc procedures have been proposed to mitigate multicollinearity. Although many of these procedures are controversial, they can be helpful in applying multiple linear regression to some physiological problems.