I suspect self-interest is mainly what turns pro-life Democrats into pro-abortion Democrats. I don’t know how sincere either position ever was/is, but if they were strongly pro-life, they probably would have become Republicans rather than pro-abortion.
The cost of becomming prominent in the Democratic Party is 30 pieces of silver.