By genetics..no. However, a number of people in the field believe abnormal hormone levels during gestation may cause homosexuality. That would explain the stereotypical, effeminate male homosexual and the butch, mannish female homosexual.
Of course, that’s nothing but junk science. No one has been able to prove Charles Darwin’s theories of Evolution and Natural Selection wrong yet.