Unraveling epistasis with triple testcross progenies of near-isogenic lines |
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Authors: | Reif Jochen C Kusterer Barbara Piepho Hans-Peter Meyer Rhonda C Altmann Thomas Schön Chris C Melchinger Albrecht E |
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Affiliation: | Jochen C. Reif, Barbara Kusterer, Hans-Peter Piepho, Rhonda C. Meyer, Thomas Altmann, Chris C. Schön, and Albrecht E. Melchinger |
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Abstract: | Libraries of near-isogenic lines (NILs) are a powerful plant genetic resource to map quantitative trait loci (QTL). Nevertheless, QTL mapping with NILs is mostly restricted to genetic main effects. Here we propose a two-step procedure to map additive-by-additive digenic epistasis with NILs. In the first step, a generation means analysis of parents, their F1 hybrid, and one-segment NILs and their triple testcross (TTC) progenies is used to identify in a one-dimensional scan loci exhibiting QTL-by-background interactions. In a second step, one-segment NILs with significant additive-by-additive background interactions are used to produce particular two-segment NILs to test for digenic epistatic interactions between these segments. We evaluated our approach by analyzing a random subset of a genomewide Arabidopsis thaliana NIL library for growth-related traits. The results of our experimental study illustrated the potential of the presented two-step procedure to map additive-by-additive digenic epistasis with NILs. Furthermore, our findings suggested that additive main effects as well as additive-by-additive digenic epistasis strongly influence the genetic architecture underlying growth-related traits of A. thaliana. |
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