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DNA METHYLATION MEASUREMENT FOR MAMMALS BASED ON CONSERVED LOCI

机译:基于保守LOCI的哺乳动物DNA甲基化测量

摘要

While methylation chips have 5 been widely used in human studies over the last ten years, methylation chips for non-human species have not, perhaps due to lack of sufficient demand and/or because species specific methylation chips may be suboptimal for cross-species comparisons. To address challenges in this technology, we developed an algorithm, Conserved Methylation Array Probe Selector (CMAPS), 10 which repurposes the degenerate base technology used to tolerate within-human variation to tolerate cross-species mutations. CMAPS performs a greedy search to obtain a maximal number of species that can be targeted using a probe for any CpG in the human genome, based on a multiple sequence alignment. CMAPS then ranks all the probes and chooses a final set so that arrays can be made that can query a large 15 number of mammalian species and varied genomic positions based on external annotations of exons, CpG islands and hyper versus hypo methylated regions.
机译:尽管最近十年来甲基化芯片已在人类研究中广泛使用5,但由于缺乏足够的需求和/或由于特定物种的甲基化芯片在跨物种比较中可能不是最佳选择,非人类物种的甲基化芯片尚未广泛使用。 。为了解决这项技术中的挑战,我们开发了一种算法,即保守甲基化阵列探针选择器(CMAPS)10,该算法重新利用了用于容忍人类内部变异的简并基础技术来容忍跨物种突变。 CMAPS基于多序列比对,执行贪婪搜索,以获得使用人类基因组中任何CpG的探针可靶向的最大物种。然后,CMAPS对所有探针进行排序,并选择最终的探针,从而可以构建阵列,从而可以基于外显子,CpG岛以及甲基化或低甲基化区域的外部注释,查询大量15种哺乳动物和不同的基因组位置。

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