Usually transistors fail as victims, not causes, of problems. Too high of current, voltage (including ESD) or temperature. Their silicon die area is so small, thin and delicate that they tend to blow up before anything else, acting like a very fast fuse. Something else in your circuit might have changed to cause your transistor to blow and might also kill your replacement.
Sometimes transistors can directly fail, however. Their hermetically sealed plastic casings can break and let moisture in. Bondwires can break. They can suffer electro-chemical changes from long operation (more common in smaller transistors like you find in ICs, but still theoretically possible in bigger transistors like these too). All of these self-failure modes
should take magnitudes longer than (eg) electrolytic capacitor failure, but I don't have any actual data to back that up.
At a minimum it might be worth holding your finger against the replacement transistor whilst its running to see if it gets too hot (if you can't hold your finger on it due to pain then it's too hot), assuming it's not connected to dangerous voltages or the like. Ideally you would also probe its voltages with a multimeter or a scope to confirm it is operating in safe conditions, and have a full understanding of its circuit, but that's not an easy ask.
Good luck, hope the repair goes well
