the same illness; the same disease
Often used in the proverb 同病相哀れむ (those who share the same illness sympathize with each other). As a standalone noun, it is somewhat literary.
There is a saying that fellow sufferers pity each other.
He and I have the same illness, so we understand each other's suffering well.