Are you simply describing the slowing of metabolism for everything consumed, or stating caffeine itself is metabolized slower with age? Curious about a source f

Are you simply describing the slowing of metabolism for everything consumed, or stating caffeine itself is metabolized slower with age? Curious about a source for the latter.