The formation of complicated retroperitoneal abscesses involving thigh, psoas muscle, perinephric space, or even the lateral abdominal wall is a serious complication of perforated acute appendicitis. An intra-abdominal pathological abnormality cannot be excluded in a patient presenting without abdominal symptoms. The mortality rate can only be reduced by a high index of suspicion, accurate diagnosis, and appropriate treatment.