Yes, genetic factors can significantly influence fertility. Conditions such as Turner syndrome and Klinefelter syndrome involve chromosomal abnormalities that can impair ovarian and testicular function, respectively. Additionally, mutations in genes related to hormone production and response can affect ovulation and sperm quality.