A mixture model approach to the mapping of QTL controlling endosperm traits with bulked samples

Genetic dissection of complex endosperm traits

The endosperm of plants is a major source of food, feed and industrial raw materials. The genetic analysis of endosperm traits poses numerous challenges due to the endosperm's complex genetic composition and unique physical and developmental properties. Modern molecular techniques and statistical methods have greatly improved the mapping of quantitative trait loci underlying endosperm traits and have led to revolutionary insights regarding epistatic and epigenetic effects. This article describes the current state of the methodologies used in the genetic dissection of endosperm traits and highlights practical issues and statistical concepts and procedures.

Improved genetic mapping of endosperm traits using NCIII and TTC designs

The endosperm in plants is a major source of human nutrition and industrial raw material. The genetic study of endosperm poses a great challenge due to its complex genetic composition and unique physical and developmental properties. In this note, we shall revisit 2 classic mating designs-North Carolina Design III (NCIII) and triple test cross (TTC)-and demonstrate their efficiency in detecting quantitative trait loci underlying endosperm traits.