Arnold suffered a calf injury during practice Wednesday, Brian Batko of the Pittsburgh Post-Gazette reports.
Arnold will now be sidelined indefinitely following the injury. While the severity is currently unknown, the 26-year-old will shift his focus to getting healthy so he can continue to compete for a roster spot.