A star does not start off as a planet; you have a large cloud of gas that is collapsing in on itself due to gravity. The majority of the gas goes towards creating the star (more than 99% in the case of our Solar System), and the planets are created from parts of the gas which did not contribute towards the star, yet were massive enough to gravitationally collapse into spheres. The very large mass of the gas which is going to become a star allows it to collapse in a way where the pressure becomes great enough that the central parts of the cloud start fusing together hydrogen -- or burning, if you wish. You do need simple gases for this type of ignition to occur, as even higher temperatures are needed for more complex atoms to fuse together. This is because fusion becomes less and less energy effective as the atoms become more complex. 

While I have no direct sources to refer you to, you can be decently sure that the Earth wouldn't become a star if it increased in mass without increasing it's amount of hydrogen substantially.