Epistasis Blog

From the Artificial Intelligence Innovation Lab at Cedars-Sinai Medical Center (www.epistasis.org)

Monday, August 30, 2010

Tests for Compositional Epistasis under Single Interaction-Parameter Models

The following is a nice new paper from VanderWeele on statistical tests for compositional epistasis.

Vanderweele TJ, Laird NM. Tests for Compositional Epistasis under Single
Interaction-Parameter Models. Ann Hum Genet. in press (2010) [PubMed]


Summary Compositional epistasis is said to be present when the effect of a genetic factor at one locus is masked by a variant at another locus. Although such compositional epistasis is not equivalent to the presence of an interaction in a statistical model, non-standard tests can sometimes be used to detect compositional epistasis. In this paper we consider empirical tests for compositional epistasis under models for the joint effect of two genetic factors which place no restrictions on the main effects of each factor but constrain the interactive effects of the two factors so as to be captured by a single parameter in the model. We describe the implications of these tests for cohort, case-control, case-only and family-based study designs and we illustrate the methods using an example of gene-gene interaction already reported in the literature.


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