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How the Number of Alleles Influences Gene Expression

机译:等位基因数目如何影响基因表达

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The higher organisms, eukaryotes, are diploid and most of their genes have two homological copies (alleles). However, the number of alleles in a cell is not constant. In the S phase of the cell cycle all the genome is duplicated and then in the G2 phase and mitosis, which together last for several hours, most of the genes have four copies instead of two. Cancer development is, in many cases, associated with a change in allele number. Several genetic diseases are caused by haploinsufficiency: Lack of one of the alleles or its improper functioning. In the paper we consider the stochastic expression of a gene having a variable number of copies. We applied our previously developed method in which the reaction channels are split into slow (connected with change of gene state) and fast (connected with mRNA/protein synthesis/decay), the later being approximated by deterministic reaction rate equations. As a result we represent gene expression as a piecewise deterministic time-continuous Markov process, which is further related with a system of partial differential hyperbolic equations for probability density functions (pdfs) of protein distribution. The stationary pdfs are calculated analytically for haploidal gene or numerically for diploidal and tetraploidal ones. We distinguished nine classes of simultaneous activation of haploid, diploid and tetraploid genes. This allows for analysis of potential consequences of gene duplication or allele loss. We show that when gene activity is autoregulated by a positive feedback, the change in number of gene alleles may have dramatic consequences for its regulation and may not be compensated by the change of efficiency of mRNA synthesis per allele.
机译:高等生物,真核生物,是二倍体,它们的大多数基因具有两个同源拷贝(等位基因)。但是,细胞中的等位基因数目不是恒定的。在细胞周期的S期中,所有基因组均被复制,然后在G2期和有丝分裂中共同复制,持续数小时,大多数基因具有四个拷贝而不是两个。在许多情况下,癌症的发展与等位基因数目的变化有关。单倍体机能不全引起几种遗传疾病:等位基因之一缺乏或其功能不正常。在本文中,我们考虑了具有可变拷贝数的基因的随机表达。我们应用了我们先前开发的方法,其中反应通道分为慢速(与基因状态的变化有关)和快速(与mRNA /蛋白质合成/衰变有关),之后通过确定性反应速率方程式近似。结果,我们将基因表达表示为分段确定的时间连续马尔可夫过程,这进一步与蛋白质分布的概率密度函数(pdf)的偏微分双曲方程组有关。静态pdf通过单倍体基因分析计算得出,或通过二倍体和四倍体基因计算得出。我们区分了同时激活单倍体,二倍体和四倍体基因的九类。这允许分析基因重复或等位基因丢失的潜在后果。我们显示,当基因活性由正反馈自动调节时,基因等位基因数量的变化可能对其调节产生重大影响,并且可能不会因每个等位基因mRNA合成效率的变化而得到补偿。

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