The Pennsylvania State Police at Frackville say the incident took place on Tuesday evening, around 7:30pm on Jerry's Road, in Union Township.
Police say the incident occurred when a woman and George Beaver, 60, of Union Township, were sitting in their living room watching television.
The victim reportedly picked up a bag of Utz Sour Creme and Onion Rippled Potato Chips from the coffee table which upset Beaver.
Beaver then grabbed the victim by the face with both hands and bit her cheek under her right eye causing bleeding.
Beaver then fled the scene prior to State Troopers arriving.
An active arrest warrant has been issued for Beaver and police ask anyone with information on the whereabouts of the accused is asked to call 911.