“…Sodium concentration nadir, rates of sodium change, duration of hyponatremia, and episodes of hyponatremia were all individually adjusted for patient factors (age, tumor location, malignant histology, and hydrocephalus) previously associated with worsened neurocognitive outcomes. 1,8,9,11,12,14,15,[21][22][23]29 A multivariable model was also created containing the same patient factors and measures of sodium derangement (sodium concentration nadir, sodium value decrease > 15 mEq/L in 24 hours, duration of mild hyponatremia, episodes of mild hyponatremia) to determine which aspects of sodium disruption remained independently associated with poor outcome. Forward and backward stepwise selection using the Akaike Information Criteria was used to present a reduced, best-fit model.…”