Patents give you monopoly pricing power and patented drugs have huge gross profit margins. Given that, while part of the price increase will be passed on to consumers sellers will also cut prices.
To put it simply if they could charge higher prices without losing volume they already would because no one else can produce that drug so there is no competition to keep prices down.
Which is why they are already charge the price that maximises their profits. If they charged more the increased profit per unit would be more than offset by lower sales.
A good diagram of supply and demand with monopoly pricing power us the easiest way to explain this. I cannot find a good one online that shows the effect of tariffs though. In essence its worth losing some profit per unit to avoid losing too many sales.
> Patented medicines will face a 100% tariff entering the US
This is paid those importing the medicines, and passed on to the consumers.