Hi Toasty, I have to admit I don't know about scholarships from funding bodies etc, but not all scholarships have deadlines for application by January. Mine is a university scholarship which I applied for in June (I think?). It's worth having a look around what is available.
Good luck!
40 is an excellent age to start a PhD, btw. ;-)