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转座元件的基因座特异性表达分析。

Locus-specific expression analysis of transposable elements.

机构信息

Computational Biology Group, Leibniz Institute on Aging - Fritz Lipmann Institute (FLI) Beutenbergstrasse 11, 07745 Jena, Germany.

CF Life Science Computing, Leibniz Institute on Aging - Fritz Lipmann Institute (FLI) Beutenbergstrasse 11, 07745 Jena, Germany.

出版信息

Brief Bioinform. 2022 Jan 17;23(1). doi: 10.1093/bib/bbab417.

Abstract

Transposable elements (TEs) have been associated with many, frequently detrimental, biological roles. Consequently, the regulations of TEs, e.g. via DNA-methylation and histone modifications, are considered critical for maintaining genomic integrity and other functions. Still, the high-throughput study of TEs is usually limited to the family or consensus-sequence level because of alignment problems prompted by high-sequence similarities and short read lengths. To entirely comprehend the effects and reasons of TE expression, however, it is necessary to assess the TE expression at the level of individual instances. Our simulation study demonstrates that sequence similarities and short read lengths do not rule out the accurate assessment of (differential) expression of TEs at the instance-level. With only slight modifications to existing methods, TE expression analysis works surprisingly well for conventional paired-end sequencing data. We find that SalmonTE and Telescope can accurately tally a considerable amount of TE instances, allowing for differential expression recovery in model and non-model organisms.

摘要

转座元件 (TEs) 与许多生物学功能有关,这些功能往往是有害的。因此,TE 的调控,例如通过 DNA 甲基化和组蛋白修饰,被认为对维持基因组完整性和其他功能至关重要。尽管如此,由于高序列相似性和短读长导致的对齐问题,TEs 的高通量研究通常仅限于家族或一致序列水平。然而,要完全理解 TE 表达的影响和原因,有必要在个体实例水平上评估 TE 的表达。我们的模拟研究表明,序列相似性和短读长并不能排除在实例水平上准确评估 TE(差异)表达的可能性。通过对现有方法进行微小的修改,TE 表达分析对传统的配对末端测序数据非常有效。我们发现,SalmonTE 和 Telescope 可以准确地计算出相当数量的 TE 实例,从而可以在模型和非模型生物中恢复差异表达。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/883c/8769692/2e631355a2c5/bbab417f1.jpg

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