I think normally one way to go should be enough. But the non-parametric tests have not so much power, perhaps you find no significance. Did you check on normal distribution and variance homogeneity? And what what data type you have: Count data or measurements? Here data transformation may help and you can use the more powerful ANOVA.
Hope this helps