Department of System Biology, Institute of Cytology and Genetics, 630090 Novosibirsk, Russia.
Department of Natural Sciences, Novosibirsk State University, 630090 Novosibirsk, Russia.
Int J Mol Sci. 2020 Dec 5;21(23):9282. doi: 10.3390/ijms21239282.
We analyzed the whole-genome experimental maps of nucleosomes in and classified genes by the expression level in S2 cells (RPKM value, reads per kilobase million) as well as the number of tissues in which a gene was expressed (breadth of expression, BoE). Chromatin in 5'-regions of genes we classified on four states according to the hidden Markov model (4HMM). Only the Aquamarine chromatin state we considered as Active, while the rest three states we defined as Non-Active. Surprisingly, about 20/40% of genes with 5'-regions mapped to Active/Non-Active chromatin possessed the minimal/at least modest RPKM and BoE. We found that regardless of RPKM/BoE the genes of Active chromatin possessed the regular nucleosome arrangement in 5'-regions, while genes of Non-Active chromatin did not show respective specificity. Only for genes of Active chromatin the RPKM/BoE positively correlates with the number of nucleosome sites upstream/around TSS and negatively with that downstream TSS. We propose that for genes of Active chromatin, regardless of RPKM value and BoE the nucleosome arrangement in 5'-regions potentiates transcription, while for genes of Non-Active chromatin, the transcription machinery does not require the substantial support from nucleosome arrangement to influence gene expression.
我们分析了 中的核小体全基因组实验图谱,并根据 S2 细胞中的表达水平(RPKM 值,每百万读取数)以及基因在其中表达的组织数量(表达广度,BoE)对基因进行分类。我们根据隐马尔可夫模型(4HMM)将 5' 区域的染色质分类为四个状态。只有 Aquamarine 染色质状态被我们认为是活跃的,而其余三个状态被定义为非活跃的。令人惊讶的是,大约 20/40%的具有 5' 区域映射到活跃/非活跃染色质的基因具有最小/至少适度的 RPKM 和 BoE。我们发现,无论 RPKM/BoE 如何,活跃染色质的基因在 5' 区域具有规则的核小体排列,而非活跃染色质的基因则没有表现出相应的特异性。只有活跃染色质的基因的 RPKM/BoE 与 TSS 上游/周围核小体位点的数量呈正相关,与 TSS 下游的数量呈负相关。我们提出,对于活跃染色质的基因,无论 RPKM 值和 BoE 如何,5' 区域的核小体排列都能增强转录,而对于非活跃染色质的基因,转录机制不需要核小体排列的实质性支持来影响基因表达。