A patient may be treated by implanting a combined arterial venous fistula graft implant in a limb of the patient. The combined implant includes a body with a vessel segment in contact with an artery and a first tubular segment for attachment to an end of a vein to form an arterial venous fistula, and a second tubular segment with an attached segment of artificial tubing for attachment to the vein at a second location to form an arterial venous graft. The arterial venous graft may be exclusively used to form hemodialysis for a period of time after the implanting step, while the arterial venous fistula matures.