The correct answer is suicide. Many people between these ages have mental health issues, such as depression. This can lead to depressive thoughts and sometimes suicide.
Cancer is less common, and heart disease is often in older people. Homicide is known as the unlawful killing of a person, which is often another meaning for murder. This is much more uncommon.