Fat atrophy is the condition where there is a localized reduction of fat tissue under the skin. People with type 1 diabetes, which is insulin-dependent, can experience this fat loss at injection sites. Similarly, individuals undergoing treatment with antiretroviral medications for HIV infection or AIDS may also exhibit a unique pattern of fat atrophy.