Its relatively simple to re-design a gas turbine for any combustible fluid fuel. I believe even fluidised coal dust has been demonstrated (not practically though).
It would also be relatively easy to make 'bio-' jet fuel in much the same way as bio-diesel fuel is already being made (re-cycled chip fat etc.).
I think the obstacles are more economic than technical and are likely to remain so until fossil fuels start to run out.