The mutation process of microsatellites during the polymerase chain reaction

被引:10
作者
Lai, YL
Shinde, D
Arnheim, N
Sun, FZ
机构
[1] Univ So Calif, Dept Biol Sci, Program Mol & Computat Biol, Los Angeles, CA 90089 USA
[2] Univ So Calif, Dept Math, Los Angeles, CA 90089 USA
关键词
microsatellites; polymerase chain reaction; genotyping; branching processes;
D O I
10.1089/106652703321825937
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
We build a mathematical model for the mutation process of microsatellites during polymerase chain reaction (PCR) using the theory of branching processes. Based on the model, we develop a method to estimate the mutation rate of microsatellites per PCR cycle and the probability of expansion by maximizing a quasi-likelihood of the observed data. We show by simulations that the proposed estimation method can accurately recover the relationship between the mutation rate and number of repeat units. The theoretical basis for the proposed method is also given. We apply the method to experimental data on poly-A and poly-CA repeats.
引用
收藏
页码:143 / 155
页数:13
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