Modeling segregation distortion for viability selection I. Reconstruction of linkage maps with distorted markers

作者：Zhu Chengsong; Wang Chunming; Zhang Yuan Ming^*

来源：Theoretical and Applied Genetics, 2007, 114(2): 295-305.

DOI：10.1007/s00122-006-0432-x

• EM algorithm
• genetic linkage map
• hidden Markov chain
• segregation distortion
• viability selection

Molecular markers have been widely used to map quantitative trait loci (QTL). The QTL mapping partly relies on accurate linkage maps. The non-Mendelian segregation of markers, which affects not only the estimation of genetic distance between two markers but also the order of markers on a same linkage group, is usually observed in QTL analysis. However, these distorted markers are often ignored in the real data analysis of QTL mapping so that some important information may be lost. In this paper, we developed a multipoint approach via Hidden Markov chain model to reconstruct the linkage maps given a specified gene order while simultaneously making use of distorted, dominant and missing markers in an F-2 population. The new method was compared with the methods in the MapManager and Mapmaker programs, respectively, and verified by a series of Monte Carlo simulation experiments along with a working example. Results showed that the adjusted linkage maps can be used for further QTL or segregation distortion locus (SDL) analysis unless there are strong evidences to prove that all markers show normal Mendelian segregation.

• 出版日期2007-1
• 单位南京农业大学