Go for it.
Get the bar-end extensions, and take frequent breaks.
My favorite riding distance is between 50 and 75 miles, and I'll do several of that length ride each year.
After 60 miles I start feeling it in my hands, and after 80 miles it can really hurt. You may need to work up to your target distance.