Study / S45L011UB2018-07-25

Functional characterization of enhancer evolution in the primate lineage

Jason C. Klein, Aidan Keith, Vikram Agarwal, Timothy Durham, Jay Shendure

About this study

Background: Enhancers play an important role in morphological evolution and speciation by controlling the spatiotemporal expression of genes. Previous efforts to understand the evolution of enhancers in primates have typically studied many enhancers at low resolution, or single enhancers at high resolution. Although comparative genomic studies reveal large-scale turnover of enhancers, a specific understanding of the molecular steps by which mammalian or primate enhancers evolve remains elusive. Results: We identified candidate hominoid-specific liver enhancers from H3K27ac ChIP-seq data. After locating orthologs in 11 primates spanning around 40 million years, we synthesized all orthologs as well as computational reconstructions of 9 ancestral sequences for 348 active tiles of 233 putative enhancers. We concurrently tested all sequences for regulatory activity with STARR-seq in HepG2 cells. We observe groups of enhancer tiles with coherent trajectories, most of which can be potentially explained by a single gain or loss-of-activity event per tile. We quantify the correlation between the number of mutations along a branch and the magnitude of change in functional activity. Finally, we identify 84 mutations that correlate with functional changes; these are enriched for cytosine deamination events within CpGs. Conclusions: We characterized the evolutionary-functional trajectories of hundreds of liver enhancers throughout the primate phylogeny. We observe subsets of regulatory sequences that appear to have gained or lost activity. We use these data to quantify the relationship between sequence and functional divergence, and to identify CpG deamination as a potentially important force in driving changes in enhancer activity during primate evolution.

Full author list & citation

Jason C. Klein, Aidan Keith, Vikram Agarwal, Timothy Durham, Jay Shendure. Functional characterization of enhancer evolution in the primate lineage. 2018-07-25. https://doi.org/10.1186/s13059-018-1473-6

Experiments 2

E51X4MOF3

Primate ortholog and ancestral-sequence STARR-seq screen in HepG2

An evolutionary sequence library tested 11 present-day primate orthologs and nine FastML ancestral reconstructions for active enhancer tiles in the same episomal STARR-seq vector. Each sequence carried degenerate barcodes and was measured in three biological HepG2 transfections; the table reports author enrichment scores plus a derived within-tile difference from the human sequence when the deposited human reference is present.

Standard STARR-seqHumanhg19
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E5H5G6MHI

Initial 194-bp candidate enhancer tile STARR-seq screen in HepG2

An episomal STARR-seq screen tested 10,544 synthesized 194-bp tiles from 1,015 candidate hominoid-specific liver enhancers together with dinucleotide-shuffled negative controls. Three biological transfections in HepG2 cells were quantified as normalized reporter-RNA/input-DNA log2 enrichment scores.

Standard STARR-seqHumanhg19
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Raw source data 5 files

Original supplemental and deposited inputs retained for this study. Download files individually or together as a ZIP; nested folders are preserved. Source reuse terms apply, and sequencing reads may be omitted.

Download all 5 files (ZIP)13059_2018_1473_MOESM2_ESM.xlsxGSE113978_family.soft.gzGSE113978_Ortholog_scores.tsv.gzGSE113978_Tiling_scores.tsv.gzREADME.txt

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