Genetic Factors for Fibromyalgia

I would like to know if fibromyalgia runs in families. In my family, we have three people diagnosed with it and two others have symptoms. We are all women and it seems to start around 30 to 35 for most of us. I am concerned it may not be fibromyalgia. Could something else be going on?