Scoring the collective effects of SNPs: association of minor alleles with complex traits in model organisms
Related Experiment Video
Updated: Apr 26, 2026

In Vivo Modeling of the Morbid Human Genome using Danio rerio
Published on: August 24, 2013
DeJian Yuan1, ZuoBin Zhu, XiaoHua Tan
1State Key Laboratory of Medical Genetics, Central South University, Changsha, 410078, China.
Abstract:
It has long been assumed that most parts of a genome and most genetic variations or SNPs are non-functional with regard to reproductive fitness. However, the collective effects of SNPs have yet to be examined by experimental science. We here developed a novel approach to examine the relationship between traits and the total amount of SNPs in panels of genetic reference populations. We identified the minor alleles (MAs) in each panel and the MA content (MAC) that each inbred strain carried for a set of SNPs with genotypes determined in these panels. MAC was nearly linearly linked to quantitative variations in numerous traits in model organisms, including life span, tumor susceptibility, learning and memory, sensitivity to alcohol and anti-psychotic drugs, and two correlated traits poor reproductive fitness and strong immunity. These results suggest that the collective effects of SNPs are functional and do affect reproductive fitness.
Related Concept Videos
Multiple Allele Traits
Incomplete Dominance
Pedigree Analysis
Epistasis Analysis
Genetic Lingo
Dihybrid Crosses

