They most certainly are, as they are inherited too. Whole lines die out, leaving only a few to continue on.
I know a guy who has three sisters, no brothers and five daughters.
His father's name will die with him.
Yet his father has 18 grandchildren.
I wouldn't say his father's genes have died out by any stretch of the imagination.