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Conserved Noncoding Elements Follow Power-Law-Like Distributions in Several Genomes as a Result of Genome Dynamics

机译:保守的非编码元素遵循基因组动力学的结果在多个基因组中遵循幂律分布

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摘要

Conserved, ultraconserved and other classes of constrained elements (collectively referred as CNEs here), identified by comparative genomics in a wide variety of genomes, are non-randomly distributed across chromosomes. These elements are defined using various degrees of conservation between organisms and several thresholds of minimal length. We here investigate the chromosomal distribution of CNEs by studying the statistical properties of distances between consecutive CNEs. We find widespread power-law-like distributions, i.e. linearity in double logarithmic scale, in the inter-CNE distances, a feature which is connected with fractality and self-similarity. Given that CNEs are often found to be spatially associated with genes, especially with those that regulate developmental processes, we verify by appropriate gene masking that a power-law-like pattern emerges irrespectively of whether elements found close or inside genes are excluded or not. An evolutionary model is put forward for the understanding of these findings that includes segmental or whole genome duplication events and eliminations (loss) of most of the duplicated CNEs. Simulations reproduce the main features of the observed size distributions. Power-law-like patterns in the genomic distributions of CNEs are in accordance with current knowledge about their evolutionary history in several genomes.
机译:通过比较基因组学在各种基因组中鉴定出的保守,超保守和其他类别的受限制元素(在此统称为CNE)在染色体上非随机分布。这些元素是通过生物之间的不同保守程度和几个最小长度阈值定义的。我们在这里通过研究连续CNE之间距离的统计特性来研究CNE的染色体分布。我们发现在CNE之间的距离中存在广泛的幂律式分布,即双对数尺度的线性度,该特征与分形性和自相似性有关。鉴于CNE通常被发现与基因在空间上相关,特别是与调控发育过程的基因在空间上相关,因此我们通过适当的基因掩盖来验证,不论是否在基因附近或内部发现元素,均会出现幂律样模式。提出了一种进化模型来理解这些发现,包括部分或整个基因组复制事件以及大多数复制的CNE的消除(丢失)。模拟重现了观察到的尺寸分布的主要特征。 CNE的基因组分布中的幂律样模式与当前有关其在几个基因组中的进化历史的知识一致。

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