bioRxivGeneticsPreprint
Sequence composition and conservation predict the phenotypic relevance of transposable elements
Yari Cerruti, Daniela FuscoiD, Mahdis Jahanbin, Davide MarnettoiD, Paolo ProveroiD
Abstract
Transposable elements (TEs) are powerful drivers of genome evolution, in part through their ability to rapidly rewire the host regulatory network by creating transcription factor binding sites that can potentially be turned to the hosts advantage in a process called exaptation. However, the effects on the host phenotype vary widely among different TEs. Here, we classify TEs based on their contribution to the human host phenotypes at both molecular and macroscopic scales. TE contributions to chromatin accessibility, gene expression, and the heritability of complex traits are strongly correlated to each other, confirming that the main mechanism through which TEs affect the host phenotype is through the rewiring of the regulatory network. TE sequence and evolutionary features are able to explain a large fraction of the variance in phenotypic relevance, and in particular more than 50% of the variance of their contribution to the heritability of complex traits. A conspicuous exception to this pattern is represented by TEs of the ERV1 family, whose phenotypic impact cannot be explained by our model: In particular, this family includes a set of relatively young TEs whose phenotypic relevance is much larger than would be expected based on their sequence and evolutionary parameters. These TEs are involved in fast-evolving biological processes related to the interaction of the organism with its environment. In conclusion, our results confirm quantitatively that TE insertions affect the host phenotype mostly through the rewiring of its regulatory network; identify a signature of phenotypic relevance based on sequence and conservation properties; and highlight several TEs as promising candidates for functional studies.
- organism: human
- assay: DNA methylation
- assay: whole-genome sequencing
- research focus: gene regulatory network inference
- research focus: differential expression
- research focus: GWAS / association mapping
- research focus: polygenic risk
- approach: statistical model
- Citations
- 1
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Functional disease architectures reveal unique biological role of transposable elements
Farhad Hormozdiari, Bryce van de Geijn, … Alkes L. Price·Nature CommunicationsPeer-reviewed·Sep 6, 2019
- Species-specific chromatin landscape determines how transposable elements shape genome evolution
Yuheng Huang, Harsh G. Shukla, Yuh Chwen G. Lee·eLifePeer-reviewed·Jul 26, 2022
- Regulatory Transposable Elements in the Encyclopedia of DNA Elements
Alan Y. Du, Jason D. Chobirko, … Ting Wang·Nature CommunicationsPeer-reviewed·Aug 31, 2024
- A pipeline to detect the relationship between transposable elements and adjacent genes in host genomes
Caroline Meguerditchian, Ayse Ergun, … Quynh-Trang Bui·Peer Community JournalPeer-reviewed·Nov 30, 2021
- Pangenome-resolved polymorphic transposable elements reveal human regulatory evolution in action
Juan Jiang, Xiaoyu Zhuo, … Ting Wang·bioRxiv·Sep 30, 2026
- The Genomic Ecosystem of Transposable Elements in Maize
M. C. Stitzer, S. N. Anderson, … J. Ross-Ibarra·bioRxiv·Feb 28, 2019