In a recent paper Day and Duffy proposed a strategy for designing a randomi
zed trial of different breast cancer screening schedules. Their strategy wa
s based on the use of predictors of mortality determined by patients' facto
rs at diagnosis as surrogates for true mortality. On the basis of the Prent
ice criterion for validity of a surrogate end point, and data from earlier
studies of breast cancer case survival, they showed that, not only would th
e trial require a much shorter follow-up, but also that the information (i.
e. inverse variance) for evaluating a treatment effect on mortality would b
e greater by a factor of nearly 3 if the predictors of mortality were used,
compared with a trial in which mortality was actually observed. Although t
hese results are technically correct, we believe that the conceptual strate
gy on which they are based is flawed, and that the fundamental problem is t
he Prentice criterion itself, In this paper the technical issues are discus
sed in detail, and an alternative structure for evaluating the validity of
surrogate end points is proposed.