Identification of biological feature based on high-throughput DNA Methylome

来源 :第五届全国生物信息学与系统生物学学术大会 | 被引量 : 0次 | 上传用户:x1026221496
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
  DNA methylation is an important epigenetic modification for genomic regulation in higher organisms that plays a crucial role in the progression of development or diseases.The integration and mining of DNA methylome by methylation-specific PCR and genome-wide profiling technology could greatly assist the discovery of novel candidate biomarkers.It permits systemslevel analysis of genomic methylation patterns associated with gene expression and chromatin structure.A comprehensive tool, CpG_MPs, is developed for identification and analysis of unmethylated and methylated regions from bisulfite sequencing data, and to identify conserved and differentially methylated regions of various methylation pattems for paired or multiple samples.CpG_MPs accurately identifies and analyzes methylated and unmethylated CpG patterns in genomic regions from bisulfite sequencing data using hotspot extension.CpG_MPs identifies conserved and differentially methylated regions among multiple samples (cells or tissues) using linear iteration.The methylation patterns of genomic regions are qualitatively and dynamically identified using the methylation status of neighboring CpGs, without knowledge of predefined regions or the average methylation of CpGs in the genomic regions.CpG_MPs identified the methylation patterns ingenomic regions from five human bisulfite sequencing data during cellular differentiation.Significant cell-specific methylation pattern observed.These potentially functional regions form candidate regions for analysis of the function of DNA methylation during cellular differentiation.CpG_MPs is the first user-friendly tool for identifying methylation patterns of genomic regions from bisulfite sequencing data, permitting further investigation of the biological functions of genome-scale methylation patterns .
其他文献
构建统一、规范、高效的中国特色国家公园体制是我国生态文明制度建设的重要内容,制定出台国家公园相关法律法规是建立国家公园体制的重点任务.目前,我国国家公园立法存在国
生前预嘱在我国虽已有较长研究历史,但受传统孝文化与大众认知的影响,制度本身的空白使其仍处于学理阶段,尽管如此,随着老龄化社会的凸显,大众对生命权与生命尊严的深入审视,
农村社会养老保险主要是为了保障农村劳动者养老权益.近年来,我国农村社会养老保险正在大范围普及,但目前与之相关的监管法律制度仍不够完善,导致监管不力以及对口违规行为惩
早期儒家的代表就是孔子及其弟子以及以后的孟子、荀子等,他们在人的道德修养方面提出了一系列观点,成为儒家道德学说体系的富有原创性的部分。本文仅从早期儒家关于道德修养
随着互联网技术的高速发展,在各个领域都逐渐发挥着愈加重要的作用,在作品传播领域自然也是如此.但是,与此同时,这种高效、迅捷的传播方式也给著作权的保护带来了新的挑战:如
“明磊”果实个大,最大果37克,果形整齐,前后级序果大小差别不大,一级序果平均重21克,一、二级序果平均重19.87克。早熟,5 The fruit of “Minglei” is big and the maxim
“互联网+”迅速发展的社会背景下,我国网络市场保持着持续增长的态势,同时网络市场监管的问题也日益凸显.文章认为公安机关是网络市场的执法者、监管者,因此有必要将公安机