saddle sore
Concise Oxford English Dictionary © 2008 Oxford University Press:
saddle sore
▶noun a bruise or sore on a horse's back, caused by an ill-fitting saddle. ▶adjective (saddle-sore) chafed by a saddle.
'saddle sore' also found in these Oxford entries:

