There's also no Gospel which suggests Mary was born without original sin or was assumed into heaven. There is, however, Scripture which points to Jesus as having early siblings.
To do otherwise would have meant Mary and Joseph would have disobeyed God's command in Genesis 1:28. As righteous servants of God, that would have been quite out of character for them.
Sheesh. Earthly.