Genome biologyGenomicsPeer-reviewed journal article
Genetic effects of sequence-conserved enhancer-like elements on human complex traits
Abstract
Non-coding sequences that are evolutionarily conserved and bio-chemically active offer clues to mechanistic interpretations of human genome-wide association studies (GWAS). However, their genetic effects have not been systematically examined across a wide range of human tissues and traits. Here we develop a simple method to identify functional elements exhibiting high levels of human-mouse sequence conservation and enhancer-like biochemical activity, which scales well to 313 epigenomic datasets across 106 tissues and cell types. Combining these elements with 468 GWAS of European (EUR) and East Asian (EAS) ancestries, we identify tissue-specific enrichments of heritability and causal variants for many traits, as well as candidate genes that are functionally relevant to body mass index (BMI) and schizophrenia but were not reported in previous GWAS. Our findings provide a comprehensive assessment of how sequence-conserved enhancer-like elements affect complex traits, and reinforce the importance of integrating evolutionary and biochemical data to elucidate human disease genetics.
- organism: human
- assay: DNA methylation
- assay: whole-genome sequencing
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 13
- FWCI
- 3.17
- Field percentile
- top 8%
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
- Disease heritability enrichment of regulatory elements is concentrated in elements with ancient sequence age and conserved function across species
Margaux L.A. Hujoel, Steven Gazal, … Alkes L. Price·The American Journal of Human GeneticsPeer-reviewed·Mar 21, 2019
- Modeling the evolutionary architectures of human enhancer sequences reveals distinct origins, functions, and associations with human-trait variation
S. L. Fong, J. A. Capra·bioRxiv·Aug 3, 2020
- Partitioning heritability by functional category using GWAS summary statistics
Hilary Kiyo Finucane, Brendan Bulik-Sullivan, … Alkes L. Price·bioRxiv·Jan 23, 2015
- Integrative tissue-specific functional annotations in the human genome provide novel insights on many complex traits and improve signal prioritization in genome wide association studies
Qiongshi Lu, Ryan Lee Powles, … Hongyu Zhao·bioRxiv·Oct 6, 2015
- Regulome-wide association study identifies enhancer properties associated with risk for schizophrenia
Alex M. Casella, Carlo Colantuoni, Seth A. Ament·bioRxiv·Jun 14, 2021
- Signatures of recent positive selection in enhancers across 41 human tissues
J. M. Moon, J. A. Capra, … A. Rokas·bioRxiv·Jan 29, 2019