Yes — across the placenta
If a woman catches the parasite for the first time during pregnancy, it can cross the placenta and infect the fetus. This congenital form is the dangerous one, sometimes harming the developing eyes or brain, which is why pregnant women are told to skip raw meat and the litter box.
