Q came from the calorist's theories of heat being a quality of matter. Q means quantity.  Even though the theory of heat was disproven, the term "calorie" and the symbol q remained. 

Mr. Guch's Note:  I didn't come up with this answer.  The guy who did can be emailed at Sami102@aol.com.