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Publication Details
AFRICAN RESEARCH NEXUS
SHINING A SPOTLIGHT ON AFRICAN RESEARCH
general
Discovery of widespread transcription initiation at microsatellites predictable by sequence-based deep neural network
Nature Communications, Volume 12, No. 1, Article 3297, Year 2021
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Description
Using the Cap Analysis of Gene Expression (CAGE) technology, the FANTOM5 consortium provided one of the most comprehensive maps of transcription start sites (TSSs) in several species. Strikingly, ~72% of them could not be assigned to a specific gene and initiate at unconventional regions, outside promoters or enhancers. Here, we probe these unassigned TSSs and show that, in all species studied, a significant fraction of CAGE peaks initiate at microsatellites, also called short tandem repeats (STRs). To confirm this transcription, we develop Cap Trap RNA-seq, a technology which combines cap trapping and long read MinION sequencing. We train sequence-based deep learning models able to predict CAGE signal at STRs with high accuracy. These models unveil the importance of STR surrounding sequences not only to distinguish STR classes, but also to predict the level of transcription initiation. Importantly, genetic variants linked to human diseases are preferentially found at STRs with high transcription initiation level, supporting the biological and clinical relevance of transcription initiation at STRs. Together, our results extend the repertoire of non-coding transcription associated with DNA tandem repeats and complexify STR polymorphism. © 2021, The Author(s).
Authors & Co-Authors
Grapotte, Mathys
France, Montpellier
Laboratoire D'informatique, de Robotique et de Microélectronique de Montpellie
France, Montpellier
Université de Montpellier
France, Gentilly
Sanofi S.a.
Saraswat, Manu
France, Montpellier
Laboratoire D'informatique, de Robotique et de Microélectronique de Montpellie
France, Montpellier
Université de Montpellier
Bessière, Chloé
France, Montpellier
Laboratoire D'informatique, de Robotique et de Microélectronique de Montpellie
France, Montpellier
Université de Montpellier
Menichelli, Christophe
France, Montpellier
Laboratoire D'informatique, de Robotique et de Microélectronique de Montpellie
France, Montpellier
Université de Montpellier
Ramilowski, Jordan A.
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Severin, Jessica
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Hayashizaki, Yoshihide
Japan, Wako
Riken
Itoh, Masayoshi
Japan, Wako
Riken
Tagami, Michihira
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Japan, Wako
Riken
Murata, Mitsuyoshi
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Kojima-Ishiyama, Miki
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Noma, Shohei
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Noguchi, Shuhei
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Kasukawa, Takeya
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Hasegawa, Akira
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Suzuki, Harukazu
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Nishiyori-Sueki, Hiromi
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Frith, Martin C.
Japan, Tsukuba
National Institute of Advanced Industrial Science and Technology
Japan, Tokyo
The University of Tokyo
Abugessaisa, Imad
Japan, Wako
Riken
Aitken, Stuart A.
United Kingdom, Edinburgh
The University of Edinburgh
Aken, Bronwen L.
United Kingdom, Hinxton
Embl’s European Bioinformatics Institute
United Kingdom, London
Wellcome Trust
Alam, Intikhab
Saudi Arabia, Thuwal
King Abdullah University of Science and Technology
Alam, Tanvir
Saudi Arabia, Thuwal
King Abdullah University of Science and Technology
Alasiri, Rami
Canada, Montreal
Université Mcgill
Alhendi, Ahmad M.N.
Australia, Sydney
Unsw Sydney
Alinejad-Rokny, Hamid
Australia, Perth
Queen Elizabeth Ii Medical Centre Trust
Álvarez, Mariano Javier
United States, New York
Columbia University
Andersson, Robin
Denmark, Copenhagen
Københavns Universitet
Arakawa, Takahiro
Japan, Wako
Riken
Araki, Marito
Japan, Tokyo
Juntendo University Graduate School of Medicine
Arbel, Taly
United States, Berkeley
University of California, Berkeley
Archer, John A.C.
Saudi Arabia, Thuwal
King Abdullah University of Science and Technology
Archibald, Alan L.
United Kingdom, Midlothian
University of Edinburgh, Roslin Institute
Arner, Erik
Japan, Wako
Riken
Arner, Peter
Sweden, Stockholm
Karolinska Institutet
Asai, Kiyoshi
Japan, Tokyo
The University of Tokyo
Japan, Tsukuba
National Institute of Advanced Industrial Science and Technology
Ashoor, Haitham
Saudi Arabia, Thuwal
King Abdullah University of Science and Technology
Åström, Gaby
Sweden, Stockholm
Karolinska Institutet
Babina, Magda
Germany, Berlin
Charité – Universitätsmedizin Berlin
Baillie, John Kenneth
United Kingdom, Midlothian
University of Edinburgh, Roslin Institute
Bajic, Vladimir B.
Saudi Arabia, Thuwal
King Abdullah University of Science and Technology
Bajpai, Archana
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Baker, Sarah
United Kingdom, Edinburgh
The University of Edinburgh
Baldarelli, Richard M.
United States, Bar Harbor
The Jackson Laboratory
Balic, Adam
United Kingdom, Midlothian
University of Edinburgh, Roslin Institute
Bansal, Mukesh
United States, New York
Columbia University
Batagov, Arsen O.
Singapore, Singapore City
Agency for Science, Technology and Research, Singapore
Batzoglou, Serafim
United States, Palo Alto
Stanford University
Beckhouse, Anthony G.
Australia, Brisbane
The University of Queensland
Beltrami, A. P.
Italy, Udine
Università Degli Studi Di Udine
Beltrami, Carlo Alberto
Italy, Udine
Università Degli Studi Di Udine
Bertin, Nicolas
Japan, Wako
Riken
Singapore, Singapore City
National University of Singapore
Bhattacharya, Sharmodeep
United States, Berkeley
University of California, Berkeley
United States, Corvallis
Oregon State University
Bickel, Peter J.
United States, Berkeley
University of California, Berkeley
Blake, Judith A.
United States, Bar Harbor
The Jackson Laboratory
Blanchette, Mathieu
Canada, Montreal
Université Mcgill
Bodega, Beatrice
Italy, Milan
Istituto Nazionale Di Genetica Molecolare
Bonetti, Alessandro
Japan, Wako
Riken
Bono, Hidemasa U.
Japan, Minato
Research Organization of Information and Systems
Bornholdt, Jette
Denmark, Copenhagen
Københavns Universitet
Bttcher, Michael
Japan, Wako
Riken
Bougouffa, Salim
Saudi Arabia, Thuwal
King Abdullah University of Science and Technology
Boyd, Mette
Denmark, Copenhagen
Københavns Universitet
Breda, Jérémie
Switzerland, Basel
Universitat Basel
Switzerland, Lausanne
Sib Swiss Institute of Bioinformatics
Brombacher, Frank
Italy, Trieste
International Centre for Genetic Engineering and Biotechnology
South Africa, Cape Town
University of Cape Town
Brown, James B.
United States, Berkeley
University of California, Berkeley
United States, Berkeley
Lawrence Berkeley National Laboratory
Bult, Carol J.
United States, Bar Harbor
The Jackson Laboratory
Burroughs, Alexander Maxwell
Japan, Wako
Riken
United States, Bethesda
National Library of Medicine Nlm
Burt, David W.
United Kingdom, Midlothian
University of Edinburgh, Roslin Institute
Busch, Annika
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Caglio, Giulia
Germany, Berlin
Max Delbruck Center for Molecular Medicine
Califano, Andrea
United States, New York
Columbia University
Cameron, Christopher J.F.
Canada, Montreal
Université Mcgill
Cannistraci, Carlo Vittorio
Germany, Dresden
Technische Universität Dresden
Carbone, Alessandra
Unknown Affiliation
Carlisle, Ailsa J.
United Kingdom, Midlothian
University of Edinburgh, Roslin Institute
Carninci, Piero
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Japan, Wako
Riken
Carter, Kim Warwick
Australia, Perth
The University of Western Australia
Cesselli, Daniela
Italy, Udine
Università Degli Studi Di Udine
Chang, Jen Chien
Japan, Wako
Riken
Chen, Julie C.
Canada, Vancouver
The University of British Columbia
Chen, Yun
Denmark, Copenhagen
Københavns Universitet
Chierici, Marco
Italy, Trento
Bruno Kessler Foundation
Christodoulou, John
Australia, Sydney
The Children's Hospital at Westmead
Ciani, Yari
Unknown Affiliation
Clark, Emily L.
United Kingdom, Midlothian
University of Edinburgh, Roslin Institute
Coskun, Mehmet
Denmark, Copenhagen
Københavns Universitet
Denmark, Hellerup
Gentofte Hospital
Dalby, Maria
Denmark, Copenhagen
Københavns Universitet
Dalla, Emiliano
Unknown Affiliation
Daub, Carsten Olivier
Japan, Wako
Riken
Davis, Carrie A.
United States, Cold Spring Harbor
Cold Spring Harbor Laboratory
De Hoon, Michiel Jl L.
Japan, Wako
Riken
de Rie, Derek
Japan, Wako
Riken
Netherlands, Amsterdam
Vrije Universiteit Amsterdam
Denisenko, Elena
New Zealand, Auckland
Massey University Auckland
Deplancke, Bart
Switzerland, Lausanne
Sib Swiss Institute of Bioinformatics
Detmar, Michael J.
Switzerland, Zurich
Eth Zürich
Deviatiiarov, Ruslan M.
Japan, Wako
Riken
Russian Federation, Kazan
Kazan Federal University
di Bernardo, Diego
Italy, Naples
Tigem Telethon Institute of Genetics and Medicine
Diehl, Alexander D.
United States, Buffalo
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Dieterich, Lothar C.
Switzerland, Zurich
Eth Zürich
Dimont, Emmanuel
United States, Boston
Harvard T.h. Chan School of Public Health
Djebali, Sarah
Spain, Barcelona
Barcelona Institute of Science and Technology Bist
Dohi, Taeko
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Japan, Tokyo
National Center for Global Health and Medicine
Dostie, Josée
Canada, Montreal
Université Mcgill
Drabløs, Finn
Norway, Trondheim
Norges Teknisk-naturvitenskapelige Universitet
Edge, Albert S.B.
United States, Boston
Harvard Medical School
Edinger, Matthias G.
Germany, Regensburg
Klinikum Der Universität Regensburg Und Medizinische Fakultät
Ehrlund, Anna
Sweden, Stockholm
Karolinska Institutet
Ekwall, Karl
Sweden, Stockholm
Karolinska Institutet
Endoh, Mitsuhiro
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Enomoto, Hideki
Japan, Kobe
Graduate School of Medicine
Fagiolini, Michela
United States, Boston
Boston Children's Hospital
Farach Carson, Mary C.
United States, Boston
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United States, Newark
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Faulkner, Geoffrey John
Australia, Brisbane
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Favorov, Alexander V.
Russian Federation, Moscow
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United States, Baltimore
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Ferrai, Carmelo
Germany, Berlin
Max Delbruck Center for Molecular Medicine
United Kingdom, London
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Forrest, Alistair R.R.
Japan, Wako
Riken
Australia, Perth
Queen Elizabeth Ii Medical Centre Trust
Forrester, Lesley M.
United Kingdom, Midlothian
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Fort, Alexandre
Japan, Wako
Riken
Francescatto, Margherita
Italy, Trento
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Freeman, Tom C.
United Kingdom, Midlothian
University of Edinburgh, Roslin Institute
Frith, Martin C.
Japan, Tsukuba
National Institute of Advanced Industrial Science and Technology
Japan, Tokyo
The University of Tokyo
Fukuda, Shinji
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Funayama, Manabu
Japan, Tokyo
Juntendo University Graduate School of Medicine
Furlanello, Cesare
Italy, Trento
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Furuno, Masaaki
Japan, Wako
Riken
Geijtenbeek, Teunis B.H.
Netherlands, Amsterdam
Amsterdam Umc - University of Amsterdam
Ghosheh, Yanal
Saudi Arabia, Thuwal
King Abdullah University of Science and Technology
Gingeras, Thomas R.
United States, Cold Spring Harbor
Cold Spring Harbor Laboratory
Gojobori, Takashi
Saudi Arabia, Thuwal
King Abdullah University of Science and Technology
Goldberg, Tatyana
Unknown Affiliation
Goldowitz, Daniel
Canada, Vancouver
The University of British Columbia
Gough, Julian
United Kingdom, Bristol
University of Bristol
Greco, Dario
Finland, Helsinki
Helsingin Yliopisto
Gruber, Andreas J.
Switzerland, Basel
Universitat Basel
Switzerland, Lausanne
Sib Swiss Institute of Bioinformatics
Guhl, Sven
Germany, Berlin
Charité – Universitätsmedizin Berlin
Guigó, Roderic
Spain, Barcelona
Barcelona Institute of Science and Technology Bist
Guler, Reto
Italy, Trieste
International Centre for Genetic Engineering and Biotechnology
South Africa, Cape Town
University of Cape Town
Gusev, Oleg A.
Japan, Wako
Riken
Russian Federation, Kazan
Kazan Federal University
Gustincich, Stefano
Italy, Trieste
Scuola Internazionale Superiore Di Studi Avanzati
Italy, Genoa
Istituto Italiano Di Tecnologia
Ha, Thomas J.
Canada, Vancouver
The University of British Columbia
Haberle, Vanja
United Kingdom, London
Imperial College London
Norway, Bergen
Universitetet I Bergen
Handoko, Lusy
Japan, Wako
Riken
Hara, Mitsuko
Japan, Wako
Riken
Harbers, Matthias
Japan, Wako
Riken
Harrow, Jennifer L.
United Kingdom, London
Wellcome Trust
Harshbarger, Jayson
Japan, Wako
Riken
Hasegawa, Akira
Japan, Wako
Riken
Hashimoto, Kosuke
Japan, Wako
Riken
Hattori, Nobutaka
Japan, Tokyo
Juntendo University Graduate School of Medicine
Herlyn, Meenhard M.
United States, Philadelphia
The Wistar Institute
Heutink, Peter
Germany, Bonn
Deutsches Zentrum Für Neurodegenerative Erkrankungen
Hitchens, Kelly J.
Australia, Brisbane
Australian Infectious Diseases Research Centre
't Hoen, Peter A.C.
Netherlands, Leiden
Leids Universitair Medisch Centrum
Hon, Chungchau
Japan, Wako
Riken
Hori, Fumi
Japan, Wako
Riken
Horton, Paul B.
Japan, Tokyo
The University of Tokyo
Japan, Tsukuba
National Institute of Advanced Industrial Science and Technology
Japan, Tokyo
Japan Biological Information Research Center
Hume, David A.
United Kingdom, Midlothian
University of Edinburgh, Roslin Institute
Iida, Kei
Japan, Wako
Riken
Japan, Kyoto
Graduate School of Medicine
Ikawa, Tomokatsu
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Ikemura, Toshimichi
Japan, Nagahama
Nagahama Institute of Bio-science and Technology
Ikeo, Kazuho
Japan, Mishima
National Institute of Genetics Mishima
Ishizu, Yuri
Japan, Wako
Riken
Itoh, Masayoshi
Japan, Wako
Riken
Jørgensen, Mette
Denmark, Copenhagen
Københavns Universitet
Kaczkowski, Bogumił
Japan, Wako
Riken
Kai, Chieko
Japan, Tokyo
The University of Tokyo
Kaida, Kaoru
Japan, Wako
Riken
Kasianov, Artem S.
Russian Federation, Moscow
Russian Academy of Sciences
Russian Federation, Moscow
Lomonosov Moscow State University
Katayama, Toshiaki
Japan, Minato
Research Organization of Information and Systems
Kato, Sachi
Japan, Wako
Riken
Kawai, Jun
Japan, Wako
Riken
Kawaji, Hideya
Japan, Wako
Riken
Kawamoto, Hiroshi
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Kawamura, Yuki I.
Japan, Tokyo
National Center for Global Health and Medicine
Kawashima, Tsugumi
Japan, Wako
Riken
Kempfle, Judith Susanne
United States, Boston
Harvard Medical School
Kenna, Tony J.
Australia, Brisbane
The University of Queensland
Kere, Juha F.
Sweden, Stockholm
Karolinska Institutet
Finland, Helsinki
Folkhälsan Institute of Genetics
Sweden, Solna
Science for Life Laboratory
Khachigian, Levon M.
Australia, Sydney
Unsw Sydney
Kitamura, Toshio
Japan, Tokyo
The University of Tokyo
Kitano, Hiroaki
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Japan, Tokyo
Sony Computer Science Laboratories, Inc.
Australia, Clayton
Monash University
Japan, Okinawa
Okinawa Institute of Science and Technology Graduate University
Klinken, Svend Peter
Australia, Perth
Queen Elizabeth Ii Medical Centre Trust
Knox, Alan J.
United Kingdom, Nottingham
University of Nottingham
Kojima, Miki
Japan, Wako
Riken
Kojima, Soichi
Japan, Wako
Riken
Koseki, Haruhiko
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Kratz, Anton
Japan, Wako
Riken
Kulakovskiy, Ivan V.
Russian Federation, Moscow
Russian Academy of Sciences
Russian Federation, Moscow
Skolkovo Institute of Science and Technology
Kundaje, Anshul
United States, Palo Alto
Stanford University
Kuo, Richard I.
United Kingdom, Midlothian
University of Edinburgh, Roslin Institute
Kuo, Tony C.Y.
Japan, Tsukuba
National Institute of Advanced Industrial Science and Technology
Kuraku, Shigehiro
Japan, Wako
Riken
Kuznetsov, Vladimir A.
Singapore, Singapore City
Agency for Science, Technology and Research, Singapore
Lassmann, Timo
Japan, Wako
Riken
Australia, Perth
The University of Western Australia
Lê Cao, Kim Anh
Australia, Brisbane
The University of Queensland
Lecellier, Charles Henri
Canada, Vancouver
The University of British Columbia
France, Montpellier
Igmm Institut de Génétique Moléculaire de Montpellier
Lee, Weonju
South Korea, Daegu
Kyungpook National University School of Medicine
Lenhard, Boris
United Kingdom, London
Imperial College London
Lennartsson, Andreas
Sweden, Stockholm
Karolinska Institutet
Lilje, Berit
Denmark, Copenhagen
Københavns Universitet
Lipovich, Leonard
United States, Detroit
Wayne State University
Lizio, Marina
Japan, Wako
Riken
Makeev, Vsevolod J.
Russian Federation, Moscow
Russian Academy of Sciences
Russian Federation, Dolgoprudny
Moscow Institute of Physics and Technology
Manabe, Riichiroh
Japan, Wako
Riken
Mar, Jessica C.
United States, New York
Albert Einstein College of Medicine of Yeshiva University
Matsuda, Hideo
Japan, Suita
Osaka University
Medvedeva, Yulia A.
Russian Federation, Moscow
Russian Academy of Sciences
Russian Federation, Moscow
Federal Research Centre “fundamentals of Biotechnology” of the Russian Academy of Sciences
Meehan, Terrence F.
United Kingdom, Hinxton
Embl’s European Bioinformatics Institute
Meynert, Alison M.
United Kingdom, Edinburgh
The University of Edinburgh
Minoda, Aki
Japan, Wako
Riken
Miura, Hisashi
Canada, Montreal
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Riken Center for Biosystems Dynamics Research
Mizuno, Yosuke
Japan, Moroyama
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Morikawa, Hiromasa
Japan, Suita
Osaka University
Morimoto, Mitsuru
Japan, Kobe
Riken Center for Biosystems Dynamics Research
Moro, Kazuyo
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Japan, Yokohama
Yokohama City University
Motohashi, Hozumi
Japan, Sendai
Tohoku University
Mungall, Christopher John
United States, Berkeley
Lawrence Berkeley National Laboratory
Murata, Mitsuyoshi
Japan, Wako
Riken
Nakachi, Yutaka
Japan, Moroyama
Saitama Medical University
Nakai, Kenta
Japan, Tokyo
The University of Tokyo
Nakamura, Yasukazu
Japan, Mishima
National Institute of Genetics Mishima
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Japan, Tsukuba
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Japan, Sendai
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Japan, Wako
Riken
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Australia, Brisbane
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Japan, Wako
Riken
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Japan, Wako
Riken
Noma, Shohei
Japan, Wako
Riken
Notredame, Cédric
Spain, Barcelona
Barcelona Institute of Science and Technology Bist
Ogishima, Soichi
Japan, Sendai
Tohoku University
Okada, Yukinori
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Japan, Suita
Osaka University
Japan, Suita
Graduate School of Medicine
Okada, Mariko Hatakeyama
Japan, Yokohama
Riken Center for Integrative Medical Sciences
Japan, Suita
Osaka University
Okazaki, Yasushi
Japan, Wako
Riken
Japan, Moroyama
Saitama Medical University
Orlando, Valerio
Saudi Arabia, Thuwal
King Abdullah University of Science and Technology
Italy, Rome
Irccs Fondazione Santa Lucia
Ozturk, Mumin
Italy, Trieste
International Centre for Genetic Engineering and Biotechnology
South Africa, Cape Town
University of Cape Town
Pachkov, Mikhail V.
Switzerland, Basel
Universitat Basel
Switzerland, Lausanne
Sib Swiss Institute of Bioinformatics
Parihar, Suraj P.
Italy, Trieste
International Centre for Genetic Engineering and Biotechnology
South Africa, Cape Town
University of Cape Town
Passier, Robert C.J.J.
Netherlands, Leiden
Leids Universitair Medisch Centrum
Piazza, Silvano
Unknown Affiliation
Plessy, Charles
Japan, Wako
Riken
Pombo, Ana
Germany, Berlin
Max Delbruck Center for Molecular Medicine
United Kingdom, London
Imperial College London
Pontén, Fredrik C.
Sweden, Uppsala
Uppsala Universitet
Sweden, Solna
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Pradhan, Swati Bhatt
United States, Houston
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United States, Newark
Helen F. Graham Cancer Center
United States, Newark
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Quackenbush, John F.
United States, Boston
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United States, Boston
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Rackham, Owen J.L.
United Kingdom, Bristol
University of Bristol
Singapore, Singapore City
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Ramilowski, Jordan A.
Japan, Wako
Riken
Ravasi, Timothy
Saudi Arabia, Thuwal
King Abdullah University of Science and Technology
Rehli, Michael
Germany, Regensburg
Klinikum Der Universität Regensburg Und Medizinische Fakultät
Rennie, Sarah
Denmark, Copenhagen
Københavns Universitet
Rizzu, Patrizia
Germany, Bonn
Deutsches Zentrum Für Neurodegenerative Erkrankungen
Robert, Christelle
United Kingdom, Midlothian
University of Edinburgh, Roslin Institute
Sætrom, Pål
Norway, Trondheim
Norges Teknisk-naturvitenskapelige Universitet
Saito, Mitsue
Japan, Tokyo
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Sakaguchi, Shimon
Japan, Suita
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Japan, Kyoto
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Japan, Wako
Riken
Sakaue, Saori
Japan, Yokohama
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Japan, Suita
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Japan, Tokyo
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Sandelin, Albin
Denmark, Copenhagen
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Saxena, Alka
Japan, Wako
Riken
United Kingdom, London
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Japan, Tokyo
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New Zealand, Auckland
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Germany, Regensburg
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Schueler, Marcus
Germany, Berlin
Max Delbruck Center for Molecular Medicine
Semple, Colin A.M.
United Kingdom, Edinburgh
The University of Edinburgh
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Japan, Tsukuba
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Japan, Tokyo
Tokyo Institute of Technology
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Japan, Wako
Riken
Sheng, Guojun
Japan, Kobe
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Japan, Kumamoto
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Shin, Jay W.
Japan, Wako
Riken
Summers, Kim M.
United Kingdom, Midlothian
University of Edinburgh, Roslin Institute
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Japan, Wako
Riken
Suzuki, Kenji
Japan, Tokyo
Juntendo University School of Medicine
Suzuki, Naoko
Japan, Wako
Riken
Suzuki, Takahiro
Japan, Wako
Riken
Swanson, Douglas James
Canada, Vancouver
The University of British Columbia
Tang, Dave T.P.
Japan, Wako
Riken
Tanzer, Andrea
Spain, Barcelona
Barcelona Institute of Science and Technology Bist
Taylor, Martin S.
United Kingdom, Edinburgh
The University of Edinburgh
Thongjuea, Supat
Japan, Wako
Riken
Tomii, Kentaro
Japan, Tsukuba
National Institute of Advanced Industrial Science and Technology
Japan, Tokyo
The University of Tokyo
Uhleń, Mathias
Sweden, Solna
Science for Life Laboratory
van de Wetering, Marc L.
Netherlands, Utrecht
Hubrecht Institute for Developmental Biology and Stem Cell Research - Knaw
van Nimwegen, Erik
Switzerland, Basel
Universitat Basel
Switzerland, Lausanne
Sib Swiss Institute of Bioinformatics
Verardo, Roberto
Unknown Affiliation
Vitezic, Morana
Denmark, Copenhagen
Københavns Universitet
Japan, Wako
Riken
Voolstra, Christian Robert
Saudi Arabia, Thuwal
King Abdullah University of Science and Technology
Vorontsov, Ilya E.
Russian Federation, Moscow
Russian Academy of Sciences
Wahlestedt, Claes R.
United States, Miami
Florida International University
Wasserman, Wyeth W.
Canada, Vancouver
The University of British Columbia
Watanabe, Shoko
Japan, Wako
Riken
Wells, Christine A.
Australia, Melbourne
University of Melbourne
Australia, Melbourne
Walter and Eliza Hall Institute of Medical Research
Yamada, Takuji
Japan, Tokyo
Tokyo Institute of Technology
Yamamoto, Masayuki
Japan, Sendai
Tohoku University
Yasuzawa, Kayoko
Japan, Wako
Riken
Yatsuka, Yukiko
Japan, Moroyama
Saitama Medical University
Young, Rachel
United Kingdom, Midlothian
University of Edinburgh, Roslin Institute
Young, Robert S.
United Kingdom, Edinburgh
The University of Edinburgh
Bréhélin, Laurent
France, Montpellier
Laboratoire D'informatique, de Robotique et de Microélectronique de Montpellie
France, Montpellier
Université de Montpellier
Statistics
Citations: 12
Authors: 297
Affiliations: 135
Identifiers
Doi:
10.1038/s41467-021-23143-7
ISSN:
20411723
Research Areas
Genetics And Genomics