In additional to all the above, propane also requires a different air-to-fuel ratio than natural gas to burn properly.
With the wrong orifice you get incomplete combustion, the orange flames you see in the picture. This may soot up the bottom of your pots and pans and also releases a large amount of CO which is obviously not a good thing.