I would think it unlikely that a surge would "blow" a capacitor.
It is far more likely that the particular capacitor has been slowly deteriorating for some time.
The problem is almost certain to be unrelated. I would look at the main switching transistor and check it for a short.
The next most common causes of failure include a shorted diode on one of the outputs, or dead output capacitors. The symptoms are different though.
Uf you're seeing the input fuse blow immediately (and with obvious *huge* overload) as soon as you turn it on, then the switching transistor would be a thing to check (although there are others). As Harald points out, some faults take out a number of other components and this can be one of them.
A failure in the low voltage side of these power supplies is generally quite repairable, but if replacement of the switching transistor (if fount to have failed) does not immediately restore operation, there may be a long trail of pain ahead.
Commercially, you're likely not going to find anyone to repair them as the cost of a new one is so low.
So, it's a DIY thing, operating on a piece of equipment that can easily kill you.
It might be useful to see *how* the 2200uF capacitor failed. And if you're really keen, we can point out what you need to measure to confirm failure in some of the more commonly failed components. Sharp pictures of both sides of the board are needed for this.