Every man knows that penis skin is quite sensitive. It has to be in order to provide the vivid sensations a guy feels when he's engaged in sensual. It happens in skin all over your body. However, the lost of sensation in the penis can be compounded by nerve damage, depression, and a decline in cardiovascular health. The most common causes of reduced penis sensitivity include: Nerve damage from diabetes.