Some chemical detective work identified phenylacetamide and indole as possible suspects, both of which were found to be elevated in the urine of the older mice.
From the newscientist.com
The physiological significance of the chemicals is not clear, although phenylacetamide is associated with the function of immune cells called granulocytes that proliferate with age.