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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

N4-methylcytosine sites using a dual-adaptive feature encoding framework in deep ensembles" > EnDeep4mC predicts DNA N4-methylcytosine sites using a dual-adaptive feature encoding framework in deep ensembles

  • Shuyu Zhang
  • Quan Zou
  • Mengting Niu
  • Zhibin Lv
  • Antony Stalin
  • Ximei Luo
  • First Published February 17, 2026

Fast sequence alignment for centromeres with RaMA

  • Pinglu Zhang
  • Yanming Wei
  • Qinzhong Tian
  • Quan Zou
  • Yansu Wang
  • First Published February 12, 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

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

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

Discovery of high-confidence human protein-coding genes and exons by whole-genome PhyloCSF helps elucidate 118 GWAS loci

  • Jonathan M. Mudge
  • Irwin Jungreis
  • Toby Hunt
  • Jose Manuel Gonzalez
  • James C. Wright
  • Mike Kay Claire Davidson Stephen Fitzgerald Ruth Seal Susan Tweedie Liang He Robert M. Waterhouse Yue Li
  • ... [+8 authors] ...,
  • Elspeth Bruford
  • Jyoti S. Choudhary
  • Adam Frankish
  • Manolis Kellis
  • First Published September 19, 2019

An AR-ERG transcriptional signature defined by long-range chromatin interactomes in prostate cancer cells

  • Zhizhuo Zhang
  • Kern Rei Chng
  • Shreyas Lingadahalli
  • Zikai Chen
  • Mei Hui Liu
  • Huy Hoang Do Shaojiang Cai Nicola Rinaldi Huay Mei Poh Guoliang Li Ying Ying Sung Charlie L. Heng Leighton J. Core Si Kee Tan Xiaoan Ruan John T. Lis
  • ... [+11 authors] ...,
  • Manolis Kellis
  • Yijun Ruan
  • Wing-Kin Sung
  • Edwin Cheung
  • First Published January 3, 2019
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