Which obesity-related condition involves an abnormally high number of fat cells?

The condition is known as hypercellular obesity.

In this condition, there is an abnormally large number of adipocytes, also known as fat cells. This condition is more prominent in obese individuals that started out as obese adolescents and are now obese adults, but it also may occur in very obese adults.