ANOVA question

If I have 20 male subjects, all given the same treatment and measured at predose, 1, 2, and 3 days it acceptable to treat these all as different groups? ie. perform an anova using the different timepoints as different groups? (All assumptions being made). Also to conduct post test comparing each timepoint to baseline?