Identification of constrained sequence elements across 239 primate genomes
Author:
Kuderna Lukas F. K.ORCID, Ulirsch Jacob C., Rashid Sabrina, Ameen Mohamed, Sundaram Laksshman, Hickey GlennORCID, Cox Anthony J., Gao HongORCID, Kumar Arvind, Aguet FrancoisORCID, Christmas Matthew J., Clawson Hiram, Haeussler Maximilian, Janiak Mareike C.ORCID, Kuhlwilm MartinORCID, Orkin Joseph D., Bataillon Thomas, Manu ShivakumaraORCID, Valenzuela AlejandroORCID, Bergman JurajORCID, Rouselle MarjolaineORCID, Silva Felipe Ennes, Agueda LidiaORCID, Blanc JulieORCID, Gut MartaORCID, de Vries DorienORCID, Goodhead IanORCID, Harris R. Alan, Raveendran MuthuswamyORCID, Jensen Axel, Chuma Idriss S., Horvath Julie E., Hvilsom Christina, Juan DavidORCID, Frandsen Peter, Schraiber Joshua G., de Melo Fabiano R., Bertuol FabrícioORCID, Byrne Hazel, Sampaio Iracilda, Farias IzeniORCID, Valsecchi JoãoORCID, Messias Malu, da Silva Maria N. F., Trivedi Mihir, Rossi Rogerio, Hrbek TomasORCID, Andriaholinirina Nicole, Rabarivola Clément J., Zaramody Alphonse, Jolly Clifford J., Phillips-Conroy Jane, Wilkerson GregoryORCID, Abee Christian, Simmons Joe H.ORCID, Fernandez-Duque EduardoORCID, Kanthaswamy Sree, Shiferaw Fekadu, Wu DongdongORCID, Zhou LongORCID, Shao YongORCID, Zhang Guojie, Keyyu Julius D., Knauf SaschaORCID, Le Minh D., Lizano EstherORCID, Merker StefanORCID, Navarro ArcadiORCID, Nadler Tilo, Khor Chiea ChuenORCID, Lee JessicaORCID, Tan PatrickORCID, Lim Weng KhongORCID, Kitchener Andrew C.ORCID, Zinner DietmarORCID, Gut IvoORCID, Melin Amanda D.ORCID, Guschanski KaterinaORCID, Schierup Mikkel HeideORCID, Beck Robin M. D.ORCID, Karakikes Ioannis, Wang Kevin C., Umapathy GovindhaswamyORCID, Roos ChristianORCID, Boubli Jean P.ORCID, Siepel AdamORCID, Kundaje Anshul, Paten BenedictORCID, Lindblad-Toh KerstinORCID, Rogers JeffreyORCID, Marques Bonet TomasORCID, Farh Kyle Kai-HowORCID
Abstract
AbstractNoncoding DNA is central to our understanding of human gene regulation and complex diseases1,2, and measuring the evolutionary sequence constraint can establish the functional relevance of putative regulatory elements in the human genome3–9. Identifying the genomic elements that have become constrained specifically in primates has been hampered by the faster evolution of noncoding DNA compared to protein-coding DNA10, the relatively short timescales separating primate species11, and the previously limited availability of whole-genome sequences12. Here we construct a whole-genome alignment of 239 species, representing nearly half of all extant species in the primate order. Using this resource, we identified human regulatory elements that are under selective constraint across primates and other mammals at a 5% false discovery rate. We detected 111,318 DNase I hypersensitivity sites and 267,410 transcription factor binding sites that are constrained specifically in primates but not across other placental mammals and validate their cis-regulatory effects on gene expression. These regulatory elements are enriched for human genetic variants that affect gene expression and complex traits and diseases. Our results highlight the important role of recent evolution in regulatory sequence elements differentiating primates, including humans, from other placental mammals.
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Reference75 articles.
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