My guess would be lift pump or injector pump. It is really hard to put a life span expectancy on these things, with fuel quality going down- I've seen 50K pumps that were on their last legs, while others had 400K+ and going strong.
ALso, check your fuel lines from the lift pump, through the filter, into the injector pump, and the return lines, too. Mine got hard to start for a while- return line was broken almost in two. Kept pressure up and air bled out when running, but once it got shut off, air got in the system. By har dto start, I mean more than half a revolution when cranking in summer weather.
Daniel