为什么癌基因的突变等位基因频率在0.40左右达到峰值并迅速下降?

Q3 Mathematics
Kasthuri Kannan, A. Heguy
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引用次数: 0

摘要

癌基因的突变等位基因频率在0.40左右达到峰值,然后迅速下降。在本文中,我们将解释为什么会出现这种情况。在我们的模型中引用数学分析的关键结果,即反函数定理,我们估计突变等位基因的选择系数是种系等位基因频率的函数。在致癌突变完全显性的情况下,这种选择函数预计与突变等位基因的分布呈线性相关。我们通过调查不同癌症类型的致癌基因突变的等位基因频率来证明这一点,验证了我们的平均有效选择模型。选择函数与种群遗传学的适应度模型一致,拟合的伽马分布曲线能准确描述突变等位基因频率的变化趋势。虽然现有的选择方程解释了低等位基因频率下的进化,但我们的方程是在所有频率下完全显性作用下自然选择的一般公式。我们表明,选择在任何时候都表现出线性行为,相对于隐性等位基因频率的变化,倾向于显性等位基因。此外,这些方程表明,在低显性等位基因频率下,选择对隐性等位基因的作用类似幂律。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Why do mutant allele frequencies in oncogenes peak around .40 and rapidly decrease?
The mutant allele frequencies in oncogenes peak around .40 and rapidly decrease. In this article, we explain why this is the case. Invoking a key result from mathematical analysis in our model, namely, the inverse function theorem, we estimate the selection coefficients of the mutant alleles as a function of germline allele frequencies. Under complete dominance of oncogenic mutations, this selection function is expected to be linearly correlated with the distribution of the mutant alleles. We demonstrate that this is the case by investigating the allele frequencies of mutations in oncogenes across various cancer types, validating our model for mean effective selection. Consistent with the population genetics model of fitness, the selection function fits a gamma-distribution curve that accurately describes the trend of the mutant allele frequencies. While existing equations for selection explain evolution at low allele frequencies, our equations are general formulas for natural selection under complete dominance operating at all frequencies. We show that selection exhibits linear behaviour at all times, favouring dominant alleles with respect to the change in recessive allele frequencies. Also, these equations show, selection behaves like power law against the recessive alleles at low dominant allele frequencies.
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来源期刊
Letters in Biomathematics
Letters in Biomathematics Mathematics-Statistics and Probability
CiteScore
2.00
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审稿时长
14 weeks
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