Burleson is out of the lineup for Wednesday's game against the Rockies.
Burleson will be joined on the bench by fellow left-handed hitter Lars Nootbaar while the Rockies send southpaw Austin Gomber to the hill. Ivan Herrera will replace Burleson as the Cardinals' designated hitter.