Came across a fascinating finding in this recent GWAS where the association of a missense variant in ACTN3 gets eliminated by a truncating variant that lies upstream of missense variant.
nature.com/articles/s41588-022-01165-1
Though here the authors didn't find strong association for this PTV with their phenotype (sedentary behavior, physical activity), they found a significant association with a missense variant (Glu635Ala) that lies downstream of the PTV (Arg577Ter)
In individuals carrying the PTV, this missense variant cannot have a phenotypic effect as it lies downstream of the truncation site and so will be chopped off from the protein.
The authors show that using a haplotype analysis. The effect allele C of the missense variant shows association only in the absence of PTV (C allele) but not in the presence of PTV (T allele) Very cool!
A nice example of a natural experiment of removing a genetic variant from the gene to test if it eliminates the phenotypic association.