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Incorporating valuable prior knowledge to improve deep learning prediction of genetic perturbation responses

  • Xiuhao Fu
  • Chao Yang
  • Chunyan Cui
  • Aoyun Geng
  • Yidi Sun
  • Chao Zha Feifei Cui
  • ... [+2 authors] ...,
  • Leyi Wei
  • Quan Zou
  • Xin Gao
  • Zilong Zhang
  • First Published March 26, 2026

3C sites in poly(A) RNA" > Nanopore direct RNA sequencing reveals METTL2A-mediated m3C sites in poly(A) RNA

  • Shuhei Mitsutomi
  • Anzu Sugawara
  • Masahide Seki
  • Yutaka Suzuki
  • Sotaro Miyao
  • Haozhe Du
  • ... [+1 authors] ...,
  • Kenji Takahashi
  • Yusuke Mizukami
  • Kenzui Taniue
  • Nobuyoshi Akimitsu
  • First Published October 30, 2025

Enhancers with tissue-specific activity are enriched in intronic regions

  • Beatrice Borsari
  • Pablo Villegas-Mirón
  • Sílvia Pérez-Lluch
  • Isabel Turpin
  • Hafid Laayouni
  • Alba Segarra-Casas
  • Jaume Bertranpetit
  • Roderic Guigó
  • Sandra Acosta
  • First Published July 21, 2021

Positive selective sweeps of epigenetic mutations regulating specialized metabolites in plants

  • Kazumasa Shirai
  • Mitsuhiko P. Sato
  • Ranko Nishi
  • Masahide Seki
  • Yutaka Suzuki
  • Kousuke Hanada
  • First Published May 18, 2021

Corrigendum: Functional annotation of human long noncoding RNAs via molecular phenotyping

  • Jordan A. Ramilowski
  • Chi Wai Yip
  • Saumya Agrawal
  • Jen-Chien Chang
  • Yari Ciani
  • Ivan V. Kulakovskiy Mickaël Mendez Jasmine Li Ching Ooi John F. Ouyang Nick Parkinson Andreas Petri Leonie Roos Jessica Severin Kayoko Yasuzawa Imad Abugessaisa Altuna Akalin Ivan V. Antonov Erik Arner Alessandro Bonetti Hidemasa Bono Beatrice Borsari Frank Brombacher Christopher J.F. Cameron Carlo Vittorio Cannistraci Ryan Cardenas Melissa Cardon Howard Chang Josée Dostie Luca Ducoli Alexander Favorov Alexandre Fort Diego Garrido Noa Gil Juliette Gimenez Reto Guler Lusy Handoko Jayson Harshbarger Akira Hasegawa Yuki Hasegawa Kosuke Hashimoto Norihito Hayatsu Peter Heutink Tetsuro Hirose Eddie L. Imada Masayoshi Itoh Bogumil Kaczkowski Aditi Kanhere Emily Kawabata Hideya Kawaji Tsugumi Kawashima S. Thomas Kelly Miki Kojima Naoto Kondo Haruhiko Koseki Tsukasa Kouno Anton Kratz Mariola Kurowska-Stolarska Andrew Tae Jun Kwon Jeffrey Leek Andreas Lennartsson Marina Lizio Fernando López-Redondo Joachim Luginbühl Shiori Maeda Vsevolod J. Makeev Luigi Marchionni Yulia A. Medvedeva Aki Minoda Ferenc Müller Manuel Muñoz-Aguirre Mitsuyoshi Murata Hiromi Nishiyori Kazuhiro R. Nitta Shuhei Noguchi Yukihiko Noro Ramil Nurtdinov Yasushi Okazaki Valerio Orlando Denis Paquette Callum J.C. Parr Owen J.L. Rackham Patrizia Rizzu Diego Fernando Sánchez Martinez Albin Sandelin Pillay Sanjana Colin A.M. Semple Youtaro Shibayama Divya M. Sivaraman Takahiro Suzuki Suzannah C. Szumowski Michihira Tagami Martin S. Taylor Chikashi Terao Malte Thodberg Supat Thongjuea Vidisha Tripathi Igor Ulitsky Roberto Verardo Ilya E. Vorontsov Chinatsu Yamamoto Robert S. Young J. Kenneth Baillie Alistair R.R. Forrest Roderic Guigó Michael M. Hoffman Chung Chau Hon Takeya Kasukawa Sakari Kauppinen Juha Kere Boris Lenhard Claudio Schneider Harukazu Suzuki
  • ... [+107 authors] ...,
  • Ken Yagi
  • Michiel J.L. de Hoon
  • Jay W. Shin
  • Piero Carninci
  • First Published September 14, 2020

Long-read sequencing for non-small-cell lung cancer genomes

  • Yoshitaka Sakamoto
  • Liu Xu
  • Masahide Seki
  • Toshiyuki T. Yokoyama
  • Masahiro Kasahara
  • Yukie Kashima Akihiro Ohashi Yoko Shimada Noriko Motoi Katsuya Tsuchihara Susumu S. Kobayashi
  • ... [+6 authors] ...,
  • Takashi Kohno
  • Yuichi Shiraishi
  • Ayako Suzuki
  • Yutaka Suzuki
  • First Published September 4, 2020

Metabolic labeling of RNA using multiple ribonucleoside analogs enables the simultaneous evaluation of RNA synthesis and degradation rates

  • Kentaro Kawata
  • Hiroyasu Wakida
  • Toshimichi Yamada
  • Kenzui Taniue
  • Han Han
  • Masahide Seki
  • Yutaka Suzuki
  • Nobuyoshi Akimitsu
  • First Published August 25, 2020

A limited set of transcriptional programs define major cell types

  • Alessandra Breschi
  • Manuel Muñoz-Aguirre
  • Valentin Wucher
  • Carrie A. Davis
  • Diego Garrido-Martín
  • Sarah Djebali Jesse Gillis Dmitri D. Pervouchine Anna Vlasova Alexander Dobin Chris Zaleski Jorg Drenkow Cassidy Danyko Alexandra Scavelli
  • ... [+9 authors] ...,
  • Ferran Reverter
  • Michael P. Snyder
  • Thomas R. Gingeras
  • Roderic Guigó
  • First Published July 29, 2020

Functional annotation of human long noncoding RNAs via molecular phenotyping

  • Jordan A. Ramilowski
  • Chi Wai Yip
  • Saumya Agrawal
  • Jen-Chien Chang
  • Yari Ciani
  • Ivan V. Kulakovskiy Mickaël Mendez Jasmine Li Ching Ooi John F. Ouyang Nick Parkinson Andreas Petri Leonie Roos Jessica Severin Kayoko Yasuzawa Imad Abugessaisa Altuna Akalin Ivan V. Antonov Erik Arner Alessandro Bonetti Hidemasa Bono Beatrice Borsari Frank Brombacher Christopher J.F. Cameron Carlo Vittorio Cannistraci Ryan Cardenas Melissa Cardon Howard Chang Josée Dostie Luca Ducoli Alexander Favorov Alexandre Fort Diego Garrido Noa Gil Juliette Gimenez Reto Guler Lusy Handoko Jayson Harshbarger Akira Hasegawa Yuki Hasegawa Kosuke Hashimoto Norihito Hayatsu Peter Heutink Tetsuro Hirose Eddie L. Imada Masayoshi Itoh Bogumil Kaczkowski Aditi Kanhere Emily Kawabata Hideya Kawaji Tsugumi Kawashima S. Thomas Kelly Miki Kojima Naoto Kondo Haruhiko Koseki Tsukasa Kouno Anton Kratz Mariola Kurowska-Stolarska Andrew Tae Jun Kwon Jeffrey Leek Andreas Lennartsson Marina Lizio Fernando López-Redondo Joachim Luginbühl Shiori Maeda Vsevolod J. Makeev Luigi Marchionni Yulia A. Medvedeva Aki Minoda Ferenc Müller Manuel Muñoz-Aguirre Mitsuyoshi Murata Hiromi Nishiyori Kazuhiro R. Nitta Shuhei Noguchi Yukihiko Noro Ramil Nurtdinov Yasushi Okazaki Valerio Orlando Denis Paquette Callum J.C. Parr Owen J.L. Rackham Patrizia Rizzu Diego Fernando Sánchez Martinez Albin Sandelin Pillay Sanjana Colin A.M. Semple Youtaro Shibayama Divya M. Sivaraman Takahiro Suzuki Suzannah C. Szumowski Michihira Tagami Martin S. Taylor Chikashi Terao Malte Thodberg Supat Thongjuea Vidisha Tripathi Igor Ulitsky Roberto Verardo Ilya E. Vorontsov Chinatsu Yamamoto Robert S. Young J. Kenneth Baillie Alistair R.R. Forrest Roderic Guigó Michael M. Hoffman Chung Chau Hon Takeya Kasukawa Sakari Kauppinen Juha Kere Boris Lenhard Claudio Schneider Harukazu Suzuki
  • ... [+107 authors] ...,
  • Ken Yagi
  • Michiel J.L. de Hoon
  • Jay W. Shin
  • Piero Carninci
  • First Published July 27, 2020

Dynamics of microRNA expression during mouse prenatal development

  • Sorena Rahmanian
  • Rabi Murad
  • Alessandra Breschi
  • Weihua Zeng
  • Mark Mackiewicz
  • Brian Williams Carrie A. Davis Brian Roberts Sarah Meadows Dianna Moore Diane Trout Chris Zaleski Alex Dobin Lei-Hoon Sei Jorg Drenkow Alex Scavelli Thomas R. Gingeras
  • ... [+12 authors] ...,
  • Barbara J. Wold
  • Richard M. Myers
  • Roderic Guigó
  • Ali Mortazavi
  • First Published October 23, 2019
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