Substituting Chicken Broth in Split Pea Soup

I want to make some split pea soup and have everything but am wondering if I can substitute the water with chicken broth and not ruin the taste of the soup. I will also be adding a meaty smoked ham bone with NO glaze on it. Thanks in advance... Electric Mike