Breast tissue composition primarily consists of glandular tissue, which is responsible for milk production, and fatty tissue, which provides shape and volume. The proportion of these tissues can vary greatly among individuals and can influence breast density, which is a significant factor in breast cancer risk assessment and mammography interpretation.