M. Garciaclosas et al., DIFFERENTIAL MISCLASSIFICATION AND THE ASSESSMENT OF GENE-ENVIRONMENTINTERACTIONS IN CASE-CONTROL STUDIES, American journal of epidemiology, 147(5), 1998, pp. 426-433
In case-control studies of interactions between genetic and environmen
tal exposures, differential misclassification of the environmental exp
osure with respect to disease status can introduce spurious heterogene
ity of the stratum-specific odds ratios. In this paper, the authors id
entify conditions under which differential misclassification does not
introduce bias in the interaction parameter when no multiplicative int
eraction is present, and it biases the interaction parameter toward th
e null value when a multiplicative interaction is present. The conditi
ons are that (i) conditional on potential confounders, the environment
al exposure is independent of the genotype among the controls, and (ii
) misclassification of the environmental exposure is nondifferential w
ith respect to the genotype. These conditions can be tested from the m
isclassified data in the control group, since a test of the independen
ce of the genotype and the misclassified environmental exposure among
the controls is a test of the joint hypothesis that conditions (i) and
(ii) are both true. Therefore, the authors propose a two-step test fo
r interaction which first tests conditions (i) and (ii) and then goes
on to test for interaction, provided the first step hypothesis is not
rejected. A summary test procedure to test for gene-environment intera
ctions in the presence of misclassification, based on both a conventio
nal test for interaction and the two-step test, is recommended, and is
illustrated with data from a case-control study of the role of diet a
s a modifier of the association between a metabolic polymorphism and l
ung cancer.