Zhu Mengyuan, Zhou Jianxuan, Chen Nannan, Xu Jianing, Wang Haipeng, Jiang Libo, Yang Fengtang
School of Computer Science and Technology, Shandong University of Technology, Zibo 255000, China.
School of Life Sciences and Medicine, Shandong University of Technology, Zibo 255000, China.
Genes (Basel). 2025 Mar 29;16(4):397. doi: 10.3390/genes16040397.
The African hedgehog () exhibits specialized skin differentiation leading to spine formation, yet its regulatory mechanisms remain unclear. Transposable elements (TEs), particularly LINEs (long interspersed nuclear elements) and SINEs (short interspersed nuclear elements), are known to influence genome organization and gene regulation.
Given the high proportion of SINEs in the hedgehog genome, this study aims to characterize the distribution, evolutionary dynamics, and potential regulatory roles of LINEs and SINEs, focusing on their associations with chromatin architecture, DNA methylation, and gene expression.
We analyzed LINE and SINE distribution using HiFi sequencing and classified TE families through phylogenetic reconstruction. Hi-C data were used to explore TE interactions with chromatin architecture, while whole-genome 5mCpG methylation was inferred from PacBio HiFi reads of muscle tissue using a deep-learning-based approach. RNA-seq data from skin tissues were analyzed to assess TE expression and potential associations with genes linked to spine development.
SINEs form distinct genomic blocks in GC-rich and highly methylated regions, whereas LINEs are enriched in AT-rich, hypomethylated regions. LINEs and SINEs are associated differently with A/B compartments, with SINEs in euchromatin and LINEs in heterochromatin. Methylation analysis suggests that younger TEs tend to have higher methylation levels, and expression analysis indicates that some differentially expressed TEs may be linked to genes involved in epidermal and skeletal development.
This study provides a genome-wide perspective on LINE and SINE distribution, methylation patterns, and potential regulatory roles in . While not establishing a direct causal link, the findings suggest that TEs may influence gene expression associated with spine development, offering a basis for future functional studies.
非洲刺猬表现出导致刺形成的特殊皮肤分化,但其调控机制仍不清楚。已知转座元件(TEs),特别是长散在核元件(LINEs)和短散在核元件(SINEs)会影响基因组组织和基因调控。
鉴于刺猬基因组中SINEs的比例很高,本研究旨在表征LINEs和SINEs的分布、进化动态以及潜在调控作用,重点关注它们与染色质结构、DNA甲基化和基因表达的关联。
我们使用高保真测序分析LINE和SINE的分布,并通过系统发育重建对TE家族进行分类。Hi-C数据用于探索TE与染色质结构的相互作用,而全基因组5mCpG甲基化则使用基于深度学习的方法从肌肉组织的PacBio HiFi读数中推断出来。分析皮肤组织的RNA-seq数据以评估TE的表达以及与与刺发育相关基因的潜在关联。
SINEs在富含GC和高度甲基化的区域形成独特的基因组块,而LINEs在富含AT、低甲基化的区域富集。LINEs和SINEs与A/B区室的关联不同,常染色质中有SINEs,异染色质中有LINEs。甲基化分析表明,较年轻的TE往往具有较高的甲基化水平,表达分析表明,一些差异表达的TE可能与参与表皮和骨骼发育的基因有关。
本研究提供了关于非洲刺猬中LINE和SINE分布、甲基化模式及其潜在调控作用的全基因组视角。虽然没有建立直接的因果联系,但研究结果表明TEs可能影响与刺发育相关的基因表达,为未来的功能研究提供了基础。