Laboratory of Theoretical Biophysics, School of Physical Science and Technology, Inner Mongolia University, Hohhot 010021, China.
Nucleic Acids Res. 2010 May;38(9):2788-98. doi: 10.1093/nar/gkq007. Epub 2010 Jan 21.
The occupancy of nucleosomes along chromosome is a key factor for gene regulation. However, except promoter regions, genome-wide properties and functions of nucleosome organization remain unclear in mammalian genomes. Using the computational model of Increment of Diversity with Quadratic Discriminant (IDQD) trained from the microarray data, the nucleosome occupancy score (NOScore) was defined and applied to splice junction regions of constitutive, cassette exon, alternative 3' and 5' splicing events in the human genome. We found an interesting relation between NOScore and RNA splicing: exon regions have higher NOScores compared with their flanking intron sequences in both constitutive and alternative splicing events, indicating the stronger nucleosome occupation potential of exon regions. In addition, NOScore valleys present at approximately 25 bp upstream of the acceptor site in all splicing events. By defining folding diversity-to-energy ratio to describe RNA structural flexibility, we demonstrated that primary RNA transcripts from nucleosome occupancy regions are relatively rigid and those from nucleosome depleted regions are relatively flexible. The negative correlation between nucleosome occupation/depletion of DNA sequence and structural flexibility/rigidity of its primary transcript around splice junctions may provide clues to the deeper understanding of the unexpected role for nucleosome organization in the regulation of RNA splicing.
核小体在染色体上的占据是基因调控的一个关键因素。然而,除了启动子区域,哺乳动物基因组中核小体组织的全基因组性质和功能仍不清楚。利用从微阵列数据中训练的多样性增量二次判别(IDQD)计算模型,定义了核小体占有率评分(NOScore),并将其应用于人类基因组中组成型、盒式外显子、选择性 3'和 5'剪接事件的剪接接头区域。我们发现 NOScore 与 RNA 剪接之间存在有趣的关系:在组成型和选择性剪接事件中,外显子区域的 NOScore 高于其侧翼内含子序列,表明外显子区域具有更强的核小体占据潜力。此外,在所有剪接事件中,在接受位点的大约 25 bp 上游都存在 NOScore 谷。通过定义折叠多样性-能量比来描述 RNA 结构的灵活性,我们证明了来自核小体占据区域的初级 RNA 转录物相对刚性,而来自核小体耗尽区域的转录物相对灵活。DNA 序列的核小体占据/耗竭与剪接接头周围其初级转录物的结构灵活性/刚性之间的负相关,可能为深入了解核小体组织在 RNA 剪接调控中的意外作用提供线索。