Background: The effect of chemopreventive agents on cancer multiplicity is
of primary interest in animal studies. The nature of data collected from ch
emoprevention studies may be analyzed by a longitudinal analysis of repeate
dly measured cancer multiplicity data. Methods: We determined the number of
mammary cancers over the entire follow-up period for varying doses of two
chemopreventive agents. Longitudinal analyses were performed to model the n
umber of cancers over different time intervals. Results: There was a signif
icant increase in the number of cancers between six to seven weeks post-car
cinogen administration in the control group. Varying patterns of cancer dev
elopment were observed at different doses of chemopreventive agents includi
ng a delay in onset of tumor growth compared to the control group. Conclusi
on: Longitudinal data analysis complements traditional analyses by providin
g detailed information regarding the effect of chemopreventive agents on th
e pattern of tumor development throughout the follow-up period. Importantly
some chemopreventive agents may delay time to appearance of mammary cancer
s without causing a significant difference in cancer multiplicity.