Is this true in the general case? I thought there were typescript features that didn't have direct JavaScript alternatives, for example enums.
So, yes, you can't just strip types, but it's close.
Decorators would be another example. (Though they have always been marked experimental.)
And of course JSX, but that's not a TypeScript invention.