Lowry was born the middle of three children. She had an older sister, Helen, and a younger brother Jon. Helen, three years older than her, died in 1963 at the age of 28 of cancer. This experience influenced Lowry's first book A Summer to Die which is about a young girl who tragically loses her older sister (which is also a subplot of Number the Stars).