Handling missing data in transmission disequilibrium test in nuclear families with one affected offspring.
The Transmission Disequilibrium Test (TDT) compares frequencies of transmission of two alleles from heterozygote parents to an affected offspring. This test requires all genotypes to be known from all members of the nuclear families. However, obtaining all genotypes in a study might not be possible for some families, in which case, a data set results in missing genotypes. There are many techniques of handling missing genotypes in parents but only a few in offspring. The robust TDT (rTDT) is one of the methods that handles missing genotypes for all members of nuclear families [with one affected offspring]. Even though all family members can be imputed, the rTDT is a conservative test with low power. We propose a new method, Mendelian Inheritance TDT (MITDT-ONE), that controls type I error and has high power. The MITDT-ONE uses Mendelian Inheritance properties, and takes population frequencies of the disease allele and marker allele into account in the rTDT method. One of the advantages of using the MITDT-ONE is that the MITDT-ONE can identify additional significant genes that are not found by the rTDT. We demonstrate the performances of both tests along with Sib-TDT (S-TDT) in Monte Carlo simulation studies. Moreover, we apply our method to the type 1 diabetes data from the Warren families in the United Kingdom to identify significant genes that are related to type 1 diabetes.
Department of Mathematics, California State University, Fullerton, California, United States of America. galpargu@fullerton.edu
Gulhan
G
Bourget
D000465:Algorithms; D000483:Alleles; D003198:Computer Simulation; D003922:Diabetes Mellitus, Type 1 / Q000235:genetics; D020022:Genetic Predisposition to Disease / Q000235:genetics; D005838:Genotype; D006801:Humans; D040582:Inheritance Patterns / Q000235:genetics*; D015810:Linkage Disequilibrium; D008957:Models, Genetic; D009010:Monte Carlo Method; D009679:Nuclear Family; D020641:Polymorphism, Single Nucleotide; D035781:Siblings