Methods by which rodent carcinogenicity can be predicted have been pro
spectively validated for 40 chemicals evaluated for carcinogenicity by
the US National Toxicology Program. It is concluded that a chemical o
f unknown carcinogenicity can be predicted to be in one of three possi
ble categories-probably carcinogenic, probably non-carcinogenic or of
uncertain activity. The last category is unlikely to contain genotoxic
trans-species and/or multiple-site carcinogens. The component paramet
ers of such predictions are one or more of several aspects of chemical
structure, genotoxicity and rodent toxcity. Each of these parameters
requires refinement but all are developed to the point that they can b
e integrated to make assessment of possible carcinogenicity. Carcinoge
nicity tends to be overpredicted by this integrated technique, each pa
rt of which has already been simulated by computer modelling. Improvem
ents in predictive methodology will now from three assumptions: (i) th
at emphasis must be placed equally on the properties of the test chemi
cal and the responses it elicits in tissues for which carcinogenicity
is to be predicted, (ii) that the integration of different predictive
techniques is preferrable to the exclusive use of a single technique,
and (iii) that the general predictivity of any technique or combinatio
n of techniques appears to be limited to less than or equal to 80%, im
posed by inadequate knowledge, and uncertainties in the experimental e
valuation and classification of carcinogenic responses for diverse che
micals. This last statement does not preclude the attainment of higher
accuracy within a congeneric series of chemicals. Foreknowledge of th
e likely outcome of a rodent carcinogenicity bioassay is now possible
and will contribute to the focusing of animal testing resources.