Not too in depth but in my view it would be improved by using GCRMA or RMA, ignoring PA calls. Doing an unbiased analysis and then looking at the GO annotations of the differentially expressed genes after the analysis. I can't really advise on the ANOVA, but I guess Limma would be worth a look. HTH, Matt