bioRxivEvolutionary BiologyPreprint
Cis-regulation and natural selection in the evolution of human DNA methylation
Zhenzhen MaiD, Alexander L. StarriD, David GokhmaniD, Hunter B. FraseriD
Abstract
The vast collection of human-specific traits-- such as our unique morphology, cognition, behavior, and diseases-- has long been attributed to gene expression divergence between us and our closest living relatives, chimpanzees. Theory suggests that changes to cis-regulatory elements such as promoters and enhancers may drive evolutionary adaptation, and DNA methylation is a key factor in transcriptional cis-regulation. However, we still lack an understanding of 1) how species-specific methylation patterns arise; 2) their downstream effects; and 3) whether they are a common target of natural selection. In this study, we investigated these three questions. By combining a novel hypothesis testing framework with DNA methylation data from six human and chimpanzee cell types, as well as fused interspecies hybrid cells, we disentangled cis- vs. trans-acting methylation divergence across the genome. Across cell types, we found that methylation divergence is primarily driven in cis, which can be linked in some cases to nearby sequence variants such as CpG gains and losses. Although less common, regions with trans-acting methylation divergence were enriched for specific transcription factor (TF) binding motifs, suggesting a role of TFs such as FOXM1 in these differences. Having established these causes of methylation divergence, we then examined the functional consequences of differential methylation. Although methylation lacks a consistent relationship with transcription, we observed that associations between methylation and gene expression are stronger for genes with cis-regulatory divergence. Moreover, we identified lineage-specific selection shaping promoter methylation at the level of entire pathways including those associated with human-specific traits such as speech, cognition, and susceptibility to infection with hepatitis C. Collectively, our findings provide a mechanistic framework suggesting that DNA methylation may occupy a key position, mediating the effects of both cis- and trans-acting factors on transcriptional networks, including those contributing to human-specific traits.
- organism: human
- assay: DNA methylation
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 0
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
- The interplay between DNA methylation and sequence divergence in recent human evolution
Irene Hernando-Herraez, Holger Heyn, … Tomas Marques-Bonet·bioRxiv·Mar 3, 2015
- Chromatin activity identifies differential gene regulation across human ancestries
Kade P. Pettie, Maxwell R. Mumbach, … Hunter B. Fraser·Genome biologyPeer-reviewed·Jan 15, 2024
- DNA methylation patterns of transcription factor binding regions characterize their functional and evolutionary contexts
Martina Rimoldi, Ning Wang, … Maša Roller·bioRxiv·Jul 21, 2022
- Cell type-specific cis-regulatory divergence in gene expression and chromatin accessibility revealed by human-chimpanzee hybrid cells
B. Wang, A. L. Starr, H. B. Fraser·bioRxiv·May 22, 2023
- Widespread conservation and lineage-specific diversification of genome-wide DNA methylation patterns across arthropods
Samuel H. Lewis, Laura Ross, … Peter Sarkies·PLoS GeneticsPeer-reviewed·Jun 25, 2020
- Conservation patterns’ analysis of 18,364 candidate human-specific regulatory sequences revealed two distinct pathways of the human regulatory DNA divergence
Gennadi V. Glinsky·bioRxiv·Oct 27, 2015