In drug discovery or preclinical stages of development, potency parameters such as IC
50
,
K
i
, or
K
d
in vitro
have been routinely used to predict the parameters of efficacious exposure (AUC,
C
min
, etc.) in humans. However, to our knowledge, the fundamental assumption that the potency
in vitro
is correlated with the efficacious concentration
in vivo
in humans has not been investigated extensively. Thus, the present review examined this assumption by comparing a wide range of published pharmacokinetic (PK) and potency data. If the drug potency
in vitro
and its
in vivo
effectiveness in humans are well correlated, the steady-state average unbound concentrations in humans [
C
u_ss.avg
=
f
u
·F·Dose/(
CL
·τ) =
f
u
·AUCss/τ] after treatment with approved dosage regimens should be higher than, or at least comparable to, the potency parameters assessed
in vitro
. We reviewed the ratios of
C
u_ss.avg
/potency
in vitro
for a total of 54 drug entities (13 major therapeutic classes) using the dosage, PK, and
in vitro
potency reported in the published literature. For 54 drugs, the
C
u_ss.avg
/
in vitro
potency ratios were < 1 for 38 (69%) and < 0.1 for 22 (34%) drugs. When the ratios were plotted against
f
u
(unbound fraction), “ratio < 1” was predominant for drugs with high protein binding (90% of drugs with
f
u
≤ 5%; i.e., 28 of 31 drugs). Thus, predicting the
in vivo
efficacious unbound concentrations in humans using only
in vitro
potency data and
f
u
should be avoided, especially for molecules with high protein binding.