Choke is an obstruction of the esophagus. Horses can choke on anything they eat; including hay, grass, pelleted feed, textured feed and treats.
One of the main reasons horses choke is rapid consumption of feed. They simply do not get the feed chewed or moistened properly prior to swallowing. Slowing aggressive eater will often prevent further choke episodes.