Depends on what you mean by fast twitch. There exists a gradient between fast twitch and slow twitch. The types and number of types depends on what research you are reading. In general there are three types: Slow twitch, fast twitch A, and fast twitch B.
As the force needs increase so does the recruitment of muscle fiber types from slow to fast. As you move faster you need more force and thus more muscle fibers and "faster" fibers are recruited.
Most runners I run across in the gym have one speed. They train at one speed. They race at that same speed. They are uncomfortable trying to run faster because they never have. They have never recruited those higher end fiber types in training. They have never run faster in training because they have not been introduced to the concept of interval training.
If you want to recruit the highest number of muscle fibers then you must sprint. A good workout would be 10x100 following you run with full recovery (run 100, jog 100, or run 200, jog 200, repeat).
Now, you don't sprint a 5k do you? You run at a hard steady pace. There is a specific muscle fiber recruitment pattern associated with that effort. If then you are training to run a 5k you should practice that recruitment pattern. One example would be this:
You want to run a 17:00 5k.
Run intervals at that pace. Use equal time rest. 3 minutes at 17:00 pace, 3 minutes jog, repeat 6 times.
Those are only examples. There are thousdands more. Long easy running will give you the ability to run for a long time. You will have a lot of stamina...but not a lot of endurance. Endurance is keeping a set pace for a period of time. So someone who can run 5:00 miles for 3 miles has the endurance to sustain 5:00 miles.
Every runner I see in the gym does the same thing everyday that they run. They don't do interval training. If you do interval training you will train yourself to recruit more upper end muscle fibers, you will train yourself to sustain a higher energy output and thus a higher speed in your races.
There is a drawback though. You can't run interval training everyday. Intervals, similar to weight lifting, puts a lot of strain on your muscles, tendons, and joints. You become sore, you have delayed onset of muscle soreness and if you try to train hard with sore muscles you will only become more sore and slower. So, try interval training twice a week, Tuesday and Friday, run long Sunday, then run easy the rest of the week.
Alan