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2014 ; 15
(1
): 408
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Genetic distance as an alternative to physical distance for definition of gene
units in association studies
#MMPMID24884992
Rodriguez-Fontenla C
; Calaza M
; Gonzalez A
BMC Genomics
2014[May]; 15
(1
): 408
PMID24884992
show ga
BACKGROUND: Some association studies, as the implemented in VEGAS, ALIGATOR,
i-GSEA4GWAS, GSA-SNP and other software tools, use genes as the unit of analysis.
These genes include the coding sequence plus flanking sequences. Polymorphisms in
the flanking sequences are of interest because they involve cis-regulatory
elements or they inform on untyped genetic variants trough linkage
disequilibrium. Gene extensions have customarily been defined as?±50 Kb. This
approach is not fully satisfactory because genetic relationships between
neighbouring sequences are a function of genetic distances, which are only poorly
replaced by physical distances. RESULTS: Standardized recombination rates (SRR)
from the deCODE recombination map were used as units of genetic distances. We
searched for a SRR producing flanking sequences near the?±50 Kb offset that has
been common in previous studies. A SRR?2 was selected because it led to gene
extensions with median length=45.3 Kb and the simplicity of an integer value. As
expected, boundaries of the genes defined with the?±50 Kb and with the SRR?2
rules were rarely concordant. The impact of these differences was illustrated
with the interpretation of top association signals from two large studies
including many hits and their detailed analysis based in different criteria. The
definition based in genetic distance was more concordant with the results of
these studies than the based in physical distance. In the analysis of 18 top
disease associated loci form the first study, the SRR?2 genes led to a fully
concordant interpretation in 17 loci; the?±50 Kb genes only in 6. Interpretation
of the 43 putative functional genes of the second study based in the SRR?2
definition only missed 4 of the genes, whereas the based in the?±50 Kb definition
missed 10 genes. CONCLUSIONS: A gene definition based on genetic distance led to
results more concordant with expert detailed analyses than the commonly used
based in physical distance. The genome coordinates for each gene are provided to
maintain a simple use of the new definitions.