probability of psu causing the issue? I am pretty sure this crappy psu is all what remains other than my HDD. (I had the issue before upgrading these parts)
I'd say pretty high but in any case it needed replacing anyway and also remember that PSU's get worse with age. If it's over 3yrs old then it's probably only giving out 75% of what it used to.