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The optimized analog, compound 32 ((4S,5S)-5-(aminomethyl)-1-(2-(benzo[d] [1,3] dioxol-5-yl) ethyl)-4-(2,5-difluorophenyl) piperidin-2-one), was found to exhibit high levels of DPP-4 selectivity and potency in vitro