This publication originates from an international workshop which addresses a range of methodological issues underlying the use of biological markers of exposure, biological effects and individual susceptibility in cancer epidemiology. It includes a report of the workshop, with a general discussion and recommendation on epidemiology. a series of peer-reviewed authored contributors provide a more personal view on the most important aspects by key researchers.