I'm not sure what you mean by "catch fire." Do you mean burn (oxidize), in the chemical sense?
Yes. The microparticles in the air will be the fuel, the oxygen and heat generating those 3 elements of fire. Since the temperature is 5 orders of magnitude greater than ordinary fires, I expect perhaps 3-4 orders of magnitude more damage.
That’s a lot of damage.