A further complication is that the actual composition of study diets may not be as intended due to natural variations in food sources and the vagaries of food composition databases. Such discrepancies can be sufficient to alter the results of the study and lead to false conclusions, yet research budgets seldom allow for the high cost of food composition analyses.