Changing out the spark plugs would be a good start but it sounds more like it could be the fuel pressure regulator (FPR). Use the search function to find a recent thread on it.

When you use the search function, put the search text in the first field and pull down on the second & select forum. Post again if you can't find it & I'll give it a go.

Good luck.

Tom