Influence of cis-regulatory elements on expression divergence in human segmental duplications
Shew, C. J.; Kaya, G.; McGinty, S. P.; Dennis, M.
Show abstract
Human-specific segmental duplications (HSDs) contain millions of base pairs of sequence unique to the human genome, including genes that shape neurodevelopment. Despite their young age (<6 million years), HSD genes exhibit widespread regulatory divergence, with paralog-specific expression patterns documented across a variety of tissues and cell types. Using long-read expression and epigenomic data, we show that human-specific paralogs tend to have lower activity than the shared, ancestral ones. To systematically characterize the cis-regulatory elements (CREs) within HSDs and understand patterns of regulatory change in recently evolved gene families, we conducted a massively parallel reporter assay of 7,160 human duplicated and chimpanzee orthologous sequences in lymphoblastoid (GM12878) and neuroblastoma (SH-SY5Y) cell lines. A large proportion (14-24%) of sequences exhibited differential activity relative to the chimpanzee ortholog (or between human paralogs), mostly with small fold-differences. Combining measured activity levels across all assayed sequences, predicted differences in cis-regulatory activity correlated with mRNA levels in SH-SY5Y. Differentially active CREs were validated for CHRFAM7A, HYDIN2, and SRGAP2C that may contribute to paralog-specific expression patterns and thereby to human-specific traits. While we find some changes in CRE activity shared between duplicate paralogs likely driving regulatory divergence in gene expression, consideration of non-shared adjacent sequences to duplications suggests a larger role for altered genome positional effects. In all, this work suggests that functional divergence of duplicated CREs contributes moderately to regulatory divergence of HSD genes and uncovers enhancers that are candidate drivers of human-specific regulatory patterns.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Allele-specific DNA methylation is increased in cancers and its dense mapping in normal plus neoplastic cells increases the yield of disease-associated regulatory SNPs 96%
- Dissecting the Contribution of Transposable Elements to Interphase Chromosome Structure 96%
- Cancer-specific CTCF binding facilitates oncogenic transcriptional dysregulation 96%
Similar papers in this journal
- Unraveling the functional role of DNA methylation using targeted DNA demethylation by steric blockage of DNA methyltransferase with CRISPR/dCas9 95%
- Predicting base editing outcomes with an attention-based deep learning algorithm trained on high-throughput target library screens 95%
- Leveraging omic features with F3UTER enables identification of unannotated 3'UTRs for synaptic genes 95%
Similar papers in this journal
- Phylogenetic modeling of enhancer shifts in African mole-rats reveals regulatory changes associated with tissue-specific traits 97%
- Neuron-specific chromatin disruption at CpG islands and aging-related regions in Kabuki syndrome mice 96%
- Diverse environmental perturbations reveal the evolution and context-dependency of genetic effects on gene expression levels 95%
Similar papers in this journal
- Loss of critical developmental and human disease-causing genes in 58 mammals 96%
- Genetic and Epigenetic Features of Promoters with Ubiquitous Chromatin Accessibility Support Ubiquitous Transcription of Cell-essential Genes 95%
- Locus-specific chromatin profiling of evolutionarily young transposable elements 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.