"A decreases with B"

Without context, theres no way of knowing whats meant. It could be a petri dish and its referring to bacteria colonization that was isolated by a specific difference within it. In which case its not really saying, "as isolation increases, colonization decreases" rather there was a decline in colonization in our isolated group.