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Identification of constrained sequence elements across 239 primate genomes.

Kuderna, Lukas F.K.; Ulirsch, Jacob C.; Rashid, Sabrina; Ameen, Mohamed; Sundaram, Laksshman; Hickey, Glenn; Cox, Anthony J.; Gao, Hong; Kumar, Arvind; Aguet, Francois; Christmas, Matthew J.; Clawson, Hiram; Haeussler, Maximilian; Janiak, Mareike C.; Kuhlwilm, Martin; Orkin, Joseph D.; Bataillon, Thomas; Manu, Shivakumara; Valenzuela, Alejandro; Bergman, Juraj; Rouselle, Marjolaine; Silva, Felipe Ennes; Agueda, Lidia; Blanc, Julie; Gut, Marta; de Vries, Dorien; Goodhead, Ian; Alan Harris, R.; Raveendran, Muthuswamy; Jensen, Axel; Chuma, Idriss S.; Horvath, Julie; Hvilsom, Christina; Juan, David; Frandsen, Peter; Schraiber, Joshua G.; de Melo, Fabiano R.; Bertuol, Fabricio; Byrne, Hazel; Sampaio, Iracilda; Farias, Izeni; Valsecchi do Amaral, João; Messias, Malu; da Silva, Maria N.F.; Trivedi, Mihir; Rossi, Rogerio; Hrbek, Tomas; Andriaholinirina, Nicole; Rabarivola, Clément J.; Zaramody, Alphonse; Jolly, Clifford J.; Phillips-Conroy, Jane; Wilkerson, Gregory; Abee, Christian; Simmons,...

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Authors

Lukas F.K. Kuderna

Jacob C. Ulirsch

Sabrina Rashid

Mohamed Ameen

Laksshman Sundaram

Glenn Hickey

Anthony J. Cox

Hong Gao

Arvind Kumar

Francois Aguet

Matthew J. Christmas

Hiram Clawson

Maximilian Haeussler

Mareike C. Janiak

Martin Kuhlwilm

Joseph D. Orkin

Thomas Bataillon

Shivakumara Manu

Alejandro Valenzuela

Juraj Bergman

Marjolaine Rouselle

Felipe Ennes Silva

Lidia Agueda

Julie Blanc

Marta Gut

R. Alan Harris

Muthuswamy Raveendran

Axel Jensen

Idriss S. Chuma

Julie Horvath

Christina Hvilsom

David Juan

Peter Frandsen

Joshua G. Schraiber

Fabiano R. de Melo

Fabricio Bertuol

Hazel Byrne

Iracilda Sampaio

Izeni Farias

João Valsecchi do Amaral

Malu Messias

Maria N.F. da Silva

Mihir Trivedi

Rogerio Rossi

Tomas Hrbek

Nicole Andriaholinirina

Clément J. Rabarivola

Alphonse Zaramody

Clifford J. Jolly

Jane Phillips-Conroy

Gregory Wilkerson

Christian Abee

Joe H. Simmons

Eduardo Fernandez-Duque

Sree Kanthaswamy

Fekadu Shiferaw

Dongdong Wu

Long Zhou

Yong Shao

Guojie Zhang

Julius D. Keyyu

Sascha Knauf

Minh D. Le

Esther Lizano

Stefan Merker

Arcadi Navarro

Tilo Nadler

Chiea Chuen Khor

Jessica Lee

Patrick Tan

Weng Khong Lim

Andrew C. Kitchener

Dietmar Zinner

Ivo Gut

Amanda Melin

Katerina Guschanski

Mikkel Heide Schierup

Ioannis Karakikes

Kevin C Wang

Govindhaswamy Umapathy

Christian Roos

Adam Siepel

Anshul Kundaje

Benedict Paten

Kerstin Lindblad-Toh

Jeffrey Rogers

Tomas Marques Bonet

Kyle Kai-How Farh



Abstract

Noncoding DNA is central to our understanding of human gene regulation and complex diseases , and measuring the evolutionary sequence constraint can establish the functional relevance of putative regulatory elements in the human genome . 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 DNA , the relatively short timescales separating primate species , and the previously limited availability of whole-genome sequences . 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. [Abstract copyright: © 2023. The Author(s).]

Citation

Kuderna, L. F., Ulirsch, J. C., Rashid, S., Ameen, M., Sundaram, L., Hickey, G., …Farh, K. K. (2023). Identification of constrained sequence elements across 239 primate genomes. Nature, 36, https://doi.org/10.1038/s41586-023-06798-8

Journal Article Type Article
Acceptance Date Oct 30, 2023
Online Publication Date Nov 29, 2023
Publication Date Nov 29, 2023
Deposit Date Oct 30, 2023
Publicly Available Date Nov 29, 2023
Journal Nature
Print ISSN 0028-0836
Publisher Nature Publishing Group
Peer Reviewed Peer Reviewed
Volume 36
DOI https://doi.org/10.1038/s41586-023-06798-8

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