Thrush is primarily caused by an anaerobic bacterium, typically found in muddy or dirty environments. Horses that are kept in wet, unsanitary conditions are particularly susceptible. The frog is the area most affected because it is soft and, when healthy, acts as a shock absorber. When thrush develops, the frog may become discolored and produce a black, foul-smelling substance.