Originally Posted by Astrobairn

No the primary reason we assume the Sun is full of Hyrdrogen and Helium is that its spectrum shows a lot of both of them. We also assume Hydrogen is the most abundant element in the Universe because even excluding the stars there are still massive clouds of the stuff both in our Galaxy and inbetween galaxies.