Julien Gagneur

Affiliations

Department of Informatics, Technical University of Munich, Garching, Germany. gagneur@in.tum.de.

Publications (50)

Deep learning: new computational modelling techniques for genomics.

Nature reviews. Genetics

Avec: Gökcen Eraslan , Žiga Avsec , Julien Gagneur , Fabian J Theis

Improvements in treatment planning calculations motivated by tightening IMRT QA tolerances.

Journal of applied clinical medical physics

Avec: Cassandra Stambaugh , Justin Gagneur , Arielle Uejo , Edward Clouser , Gary Ezzell

Transcriptome-wide association study of coronary artery disease identifies novel susceptibility genes.

Basic research in cardiology

Avec: Ling Li , Zhifen Chen , Moritz von Scheidt , Shuangyue Li , Andrea Steiner , Ulrich Güldener , Simon Koplev , Angela Ma , Ke Hao , Calvin Pan , Aldons J Lusis , Shichao Pang , Thorsten Kessler , Raili Ermel , Katyayani Sukhavasi , Arno Ruusalepp , Julien Gagneur , Jeanette Erdmann , Jason C Kovacic , Johan L M Björkegren , Heribert Schunkert

Evaluation of input data modality choices on functional gene embeddings.

NAR genomics and bioinformatics

Avec: Felix Brechtmann , Thibault Bechtler , Shubhankar Londhe , Christian Mertes , Julien Gagneur

Impaired biogenesis of basic proteins impacts multiple hallmarks of the aging brain.

bioRxiv : the preprint server for biology

Avec: Domenico Di Fraia , Antonio Marino , Jae Ho Lee , Erika Kelmer Sacramento , Mario Baumgart , Sara Bagnoli , Pedro Tomaz da Silva , Amit Kumar Sahu , Giacomo Siano , Max Tiessen , Eva Terzibasi-Tozzini , Julien Gagneur , Judith Frydman , Alessandro Cellerino , Alessandro Ori

Leigh syndrome is the main clinical characteristic of PTCD3 deficiency.

Brain pathology (Zurich, Switzerland)

Avec: Gerard Muñoz-Pujol , Juan D Ortigoza-Escobar , Abraham J Paredes-Fuentes , Cristina Jou , Olatz Ugarteburu , Laura Gort , Delia Yubero , Angels García-Cazorla , Mar O'Callaghan , Jaume Campistol , Jordi Muchart , Vicente A Yépez , Mirjana Gusic , Julien Gagneur , Holger Prokisch , Rafael Artuch , Antonia Ribes , Roser Urreizti , Frederic Tort

The adapted Activity-By-Contact model for enhancer-gene assignment and its application to single-cell data.

Bioinformatics (Oxford, England)

Avec: Dennis Hecker , Fatemeh Behjati Ardakani , Alexander Karollus , Julien Gagneur , Marcel H Schulz

Current sequence-based models capture gene expression determinants in promoters but mostly ignore distal enhancers.

Genome biology

Avec: Alexander Karollus , Thomas Mauermeier , Julien Gagneur

Species-aware DNA language models capture regulatory elements and their evolution.

Genome biology

Avec: Alexander Karollus , Johannes Hingerl , Dennis Gankin , Martin Grosshauser , Kristian Klemon , Julien Gagneur

Quantification of Proteins and Histone Marks in Drosophila Embryos Reveals Stoichiometric Relationships Impacting Chromatin Regulation.

Developmental cell

Avec: Jacques Bonnet , Rik G H Lindeboom , Daniil Pokrovsky , Georg Stricker , Muhammed Hasan Çelik , Ralph A W Rupp , Julien Gagneur , Michiel Vermeulen , Axel Imhof , Jürg Müller

Detection of aberrant gene expression events in RNA sequencing data.

Nature protocols

Avec: Vicente A Yépez , Christian Mertes , Michaela F Müller , Daniela Klaproth-Andrade , Leonhard Wachutka , Laure Frésard , Mirjana Gusic , Ines F Scheller , Patricia F Goldberg , Holger Prokisch , Julien Gagneur

Base-resolution models of transcription-factor binding reveal soft motif syntax.

Nature genetics

Avec: Žiga Avsec , Melanie Weilert , Avanti Shrikumar , Sabrina Krueger , Amr Alexandari , Khyati Dalal , Robin Fropf , Charles McAnany , Julien Gagneur , Anshul Kundaje , Julia Zeitlinger

Transcriptome-directed analysis for Mendelian disease diagnosis overcomes limitations of conventional genomic testing.

The Journal of clinical investigation

Avec: David R Murdock , Hongzheng Dai , Lindsay C Burrage , Jill A Rosenfeld , Shamika Ketkar , Michaela F Müller , Vicente A Yépez , Julien Gagneur , Pengfei Liu , Shan Chen , Mahim Jain , Gladys Zapata , Carlos A Bacino , Hsiao-Tuan Chao , Paolo Moretti , William J Craigen , Neil A Hanchard , Auteur inconnu , Brendan Lee

Deep learning-driven fragment ion series classification enables highly precise and sensitive de novo peptide sequencing.

Nature communications

Avec: Daniela Klaproth-Andrade , Johannes Hingerl , Yanik Bruns , Nicholas H Smith , Jakob Träuble , Mathias Wilhelm , Julien Gagneur

Transmicron: accurate prediction of insertion probabilities improves detection of cancer driver genes from transposon mutagenesis screens.

Nucleic acids research

Avec: Carl Bredthauer , Anja Fischer , Ata Jadid Ahari , Xueqi Cao , Julia Weber , Lena Rad , Roland Rad , Leonhard Wachutka , Julien Gagneur

Viral genome sequencing to decipher in-hospital SARS-CoV-2 transmission events.

Scientific reports

Avec: Elisabeth Esser , Eva C Schulte , Alexander Graf , Alexander Karollus , Nicholas H Smith , Thomas Michler , Stefan Dvoretskii , Angel Angelov , Michael Sonnabend , Silke Peter , Christina Engesser , Aleksandar Radonic , Andrea Thürmer , Max von Kleist , Friedemann Gebhardt , Clarissa Prazeres da Costa , Dirk H Busch , Maximilian Muenchhoff , Helmut Blum , Oliver T Keppler , Julien Gagneur , Ulrike Protzer

Analysis of 3760 hematologic malignancies reveals rare transcriptomic aberrations of driver genes.

Genome medicine

Avec: Xueqi Cao , Sandra Huber , Ata Jadid Ahari , Franziska R Traube , Marc Seifert , Christopher C Oakes , Polina Secheyko , Sergey Vilov , Ines F Scheller , Nils Wagner , Vicente A Yépez , Piers Blombery , Torsten Haferlach , Matthias Heinig , Leonhard Wachutka , Stephan Hutter , Julien Gagneur

Distinct genetic liability profiles define clinically relevant patient strata across common diseases.

Nature communications

Avec: Lucia Trastulla , Georgii Dolgalev , Sylvain Moser , Laura T Jiménez-Barrón , Till F M Andlauer , Moritz von Scheidt , Auteur inconnu , Monika Budde , Urs Heilbronner , Sergi Papiol , Alexander Teumer , Georg Homuth , Henry Völzke , Marcus Dörr , Peter Falkai , Thomas G Schulze , Julien Gagneur , Francesco Iorio , Bertram Müller-Myhsok , Heribert Schunkert , Michael J Ziller

Unravelling undiagnosed rare disease cases by HiFi long-read genome sequencing.

medRxiv : the preprint server for health sciences

Avec: Wouter Steyaert , Lydia Sagath , German Demidov , Vicente A Yépez , Anna Esteve-Codina , Julien Gagneur , Kornelia Ellwanger , Ronny Derks , Marjan Weiss , Amber den Ouden , Simone van den Heuvel , Hilde Swinkels , Nick Zomer , Marloes Steehouwer , Luke O'Gorman , Galuh Astuti , Kornelia Neveling , Rebecca Schüle , Jishu Xu , Matthis Synofzik , Danique Beijer , Holger Hengel , Ludger Schöls , Kristl G Claeys , Jonathan Baets , Liedewei Van de Vondel , Alessandra Ferlini , Rita Selvatici , Heba Morsy , Marwa Saeed Abd Elmaksoud , Volker Straub , Juliane Müller , Veronica Pini , Luke Perry , Anna Sarkozy , Irina Zaharieva , Francesco Muntoni , Enrico Bugiardini , Kiran Polavarapu , Rita Horvath , Evan Reid , Hanns Lochmüller , Marco Spinazzi , Marco Savarese , Auteur inconnu , Auteur inconnu , Auteur inconnu , Auteur inconnu , Leslie Matalonga , Steven Laurie , Han G Brunner , Holm Graessner , Sergi Beltran , Stephan Ossowski , Lisenka E L M Vissers , Christian Gilissen , Alexander Hoischen

Assessment of Polyethylene Glycol Hydrogel Spacer and Its Effect on Rectal Radiation Dose in Prostate Cancer Patients Receiving Proton Beam Radiation Therapy.

Advances in radiation oncology

Avec: Anojan Navaratnam , Jameson Cumsky , Haidar Abdul-Muhsin , Justin Gagneur , Jiajian Shen , Heidi Kosiorek , Michael Golafshar , Akira Kawashima , William Wong , Robert Ferrigni , Mitchell R Humphreys

Assessing predictions of the impact of variants on splicing in CAGI5.

Human mutation

Avec: Stephen M Mount , Žiga Avsec , Liran Carmel , Rita Casadio , Muhammed Hasan Çelik , Ken Chen , Jun Cheng , Noa E Cohen , William G Fairbrother , Tzila Fenesh , Julien Gagneur , Valer Gotea , Tamar Holzer , Chiao-Feng Lin , Pier Luigi Martelli , Tatsuhiko Naito , Thi Yen Duong Nguyen , Castrense Savojardo , Ron Unger , Robert Wang , Yuedong Yang , Huiying Zhao

Global donor and acceptor splicing site kinetics in human cells.

eLife

Avec: Leonhard Wachutka , Livia Caizzi , Julien Gagneur , Patrick Cramer

Detection of aberrant splicing events in RNA-seq data using FRASER.

Nature communications

Avec: Christian Mertes , Ines F Scheller , Vicente A Yépez , Muhammed H Çelik , Yingjiqiong Liang , Laura S Kremer , Mirjana Gusic , Holger Prokisch , Julien Gagneur

Improved detection of aberrant splicing using the Intron Jaccard Index.

medRxiv : the preprint server for health sciences

Avec: Ines F Scheller , Karoline Lutz , Christian Mertes , Vicente A Yépez , Julien Gagneur

Identifying dysregulated regions in amyotrophic lateral sclerosis through chromatin accessibility outliers.

HGG advances

Avec: Muhammed Hasan Çelik , Julien Gagneur , Ryan G Lim , Jie Wu , Leslie M Thompson , Xiaohui Xie

An Integrated Transcriptomics and Genomics Approach Detects an X/Autosome Translocation in a Female with Duchenne Muscular Dystrophy.

International journal of molecular sciences

Avec: Alba Segarra-Casas , Vicente A Yépez , German Demidov , Steven Laurie , Anna Esteve-Codina , Julien Gagneur , Yolande Parkhurst , Robert Muni-Lofra , Elizabeth Harris , Chiara Marini-Bettolo , Volker Straub , Ana Töpf

A deep proteome and transcriptome abundance atlas of 29 healthy human tissues.

Molecular systems biology

Avec: Dongxue Wang , Basak Eraslan , Thomas Wieland , Björn Hallström , Thomas Hopf , Daniel Paul Zolg , Jana Zecha , Anna Asplund , Li-Hua Li , Chen Meng , Martin Frejno , Tobias Schmidt , Karsten Schnatbaum , Mathias Wilhelm , Frederik Ponten , Mathias Uhlen , Julien Gagneur , Hannes Hahne , Bernhard Kuster

Quantification and discovery of sequence determinants of protein-per-mRNA amount in 29 human tissues.

Molecular systems biology

Avec: Basak Eraslan , Dongxue Wang , Mirjana Gusic , Holger Prokisch , Björn M Hallström , Mathias Uhlén , Anna Asplund , Frederik Pontén , Thomas Wieland , Thomas Hopf , Hannes Hahne , Bernhard Kuster , Julien Gagneur

Three-Dimensionally Printed On-Skin Radiation Shields Using High-Density Filament.

Practical radiation oncology

Avec: Daniel F Craft , Jarrod Lentz , Mike Armstrong , Madeline Foster , Justin Gagneur , Daniel Harrington , Steven E Schild , Mirek Fatyga

Clinical implementation of RNA sequencing for Mendelian disease diagnostics.

Genome medicine

Avec: Vicente A Yépez , Mirjana Gusic , Robert Kopajtich , Christian Mertes , Nicholas H Smith , Charlotte L Alston , Rui Ban , Skadi Beblo , Riccardo Berutti , Holger Blessing , Elżbieta Ciara , Felix Distelmaier , Peter Freisinger , Johannes Häberle , Susan J Hayflick , Maja Hempel , Yulia S Itkis , Yoshihito Kishita , Thomas Klopstock , Tatiana D Krylova , Costanza Lamperti , Dominic Lenz , Christine Makowski , Signe Mosegaard , Michaela F Müller , Gerard Muñoz-Pujol , Agnieszka Nadel , Akira Ohtake , Yasushi Okazaki , Elena Procopio , Thomas Schwarzmayr , Joél Smet , Christian Staufner , Sarah L Stenton , Tim M Strom , Caterina Terrile , Frederic Tort , Rudy Van Coster , Arnaud Vanlander , Matias Wagner , Manting Xu , Fang Fang , Daniele Ghezzi , Johannes A Mayr , Dorota Piekutowska-Abramczuk , Antonia Ribes , Agnès Rötig , Robert W Taylor , Saskia B Wortmann , Kei Murayama , Thomas Meitinger , Julien Gagneur , Holger Prokisch

Partitioning RNAs by length improves transcriptome reconstruction from short-read RNA-seq data.

Nature biotechnology

Avec: Francisca Rojas Ringeling , Shounak Chakraborty , Caroline Vissers , Derek Reiman , Akshay M Patel , Ki-Heon Lee , Ari Hong , Chan-Woo Park , Tim Reska , Julien Gagneur , Hyeshik Chang , Maria L Spletter , Ki-Jun Yoon , Guo-Li Ming , Hongjun Song , Stefan Canzar

Aberrant splicing prediction across human tissues.

Nature genetics

Avec: Nils Wagner , Muhammed H Çelik , Florian R Hölzlwimmer , Christian Mertes , Holger Prokisch , Vicente A Yépez , Julien Gagneur

Diagnostic Odyssey in an Adult Patient with Ophthalmologic Abnormalities and Hearing Loss: Contribution of RNA-Seq to the Diagnosis of a PEX1 Deficiency.

International journal of molecular sciences

Avec: Gerard Muñoz-Pujol , Socorro Alforja-Castiella , Ricardo Casaroli-Marano , Blai Morales-Romero , Judit García-Villoria , Vicente A Yépez , Julien Gagneur , Mirjana Gusic , Holger Prokisch , Frederic Tort , Antonia Ribes

Towards in silico CLIP-seq: predicting protein-RNA interaction via sequence-to-signal learning.

Genome biology

Avec: Marc Horlacher , Nils Wagner , Lambert Moyon , Klara Kuret , Nicolas Goedert , Marco Salvatore , Jernej Ule , Julien Gagneur , Ole Winther , Annalisa Marsico

Improved detection of aberrant splicing with FRASER 2.0 and the intron Jaccard index.

American journal of human genetics

Avec: Ines F Scheller , Karoline Lutz , Christian Mertes , Vicente A Yépez , Julien Gagneur

Genome and RNA sequencing were essential to reveal cryptic intronic variants associated to defective ATP6AP1 mRNA processing.

Molecular genetics and metabolism

Avec: Blai Morales-Romero , Gerard Muñoz-Pujol , Rafael Artuch , Angels García-Cazorla , Mar O'Callaghan , Jolanta Sykut-Cegielska , Jaume Campistol , Pedro Juan Moreno-Lozano , Machteld M Oud , Ron A Wevers , Dirk J Lefeber , Anna Esteve-Codina , Vicente A Yepez , Julien Gagneur , Saskia B Wortmann , Holger Prokisch , Antonia Ribes , Judit García-Villoria , Frederic Tort

From computational models of the splicing code to regulatory mechanisms and therapeutic implications.

Nature reviews. Genetics

Avec: Charlotte Capitanchik , Oscar G Wilkins , Nils Wagner , Julien Gagneur , Jernej Ule

Integration of variant annotations using deep set networks boosts rare variant association testing.

Nature genetics

Avec: Brian Clarke , Eva Holtkamp , Hakime Öztürk , Marcel Mück , Magnus Wahlberg , Kayla Meyer , Felix Munzlinger , Felix Brechtmann , Florian R Hölzlwimmer , Jonas Lindner , Zhifen Chen , Julien Gagneur , Oliver Stegle

MTSplice predicts effects of genetic variants on tissue-specific splicing.

Genome biology

Avec: Jun Cheng , Muhammed Hasan Çelik , Anshul Kundaje , Julien Gagneur

MMSplice: modular modeling improves the predictions of genetic variant effects on splicing.

Genome biology

Avec: Jun Cheng , Thi Yen Duong Nguyen , Kamil J Cygan , Muhammed Hasan Çelik , William G Fairbrother , Žiga Avsec , Julien Gagneur

CAGI 5 splicing challenge: Improved exon skipping and intron retention predictions with MMSplice.

Human mutation

Avec: Jun Cheng , Muhammed Hasan Çelik , Thi Yen Duong Nguyen , Žiga Avsec , Julien Gagneur

Predicting mean ribosome load for 5'UTR of any length using deep learning.

PLoS computational biology

Avec: Alexander Karollus , Žiga Avsec , Julien Gagneur

Modeling fragment counts improves single-cell ATAC-seq analysis.

Nature methods

Avec: Laura D Martens , David S Fischer , Vicente A Yépez , Fabian J Theis , Julien Gagneur

Splicing control by PHF5A is crucial for melanoma cell survival.

Cell proliferation

Avec: Tina Meißgeier , Melanie Kappelmann-Fenzl , Sebastian Staebler , Ata Jadid Ahari , Christian Mertes , Julien Gagneur , Lisa Linck-Paulus , Anja Katrin Bosserhoff

Diagnostic potential of the amniotic fluid cells transcriptome in deciphering mendelian disease: a proof-of-concept.

NPJ genomic medicine

Avec: Mianne Lee , Anna K Y Kwong , Martin M C Chui , Jeffrey F T Chau , Christopher C Y Mak , Sandy L K Au , Hei Man Lo , Kelvin Y K Chan , Vicente A Yépez , Julien Gagneur , Anita S Y Kan , Brian H Y Chung

Epicardioid single-cell genomics uncovers principles of human epicardium biology in heart development and disease.

Nature biotechnology

Avec: Anna B Meier , Dorota Zawada , Maria Teresa De Angelis , Laura D Martens , Gianluca Santamaria , Sophie Zengerle , Monika Nowak-Imialek , Jessica Kornherr , Fangfang Zhang , Qinghai Tian , Cordula M Wolf , Christian Kupatt , Makoto Sahara , Peter Lipp , Fabian J Theis , Julien Gagneur , Alexander Goedel , Karl-Ludwig Laugwitz , Tatjana Dorn , Alessandra Moretti

Distinct genetic liability profiles define clinically relevant patient strata across common diseases.

medRxiv : the preprint server for health sciences

Avec: Lucia Trastulla , Sylvain Moser , Laura T Jiménez-Barrón , Till F M Andlauer , Moritz von Scheidt , Auteur inconnu , Monika Budde , Urs Heilbronner , Sergi Papiol , Alexander Teumer , Georg Homuth , Peter Falkai , Henry Völzke , Marcus Dörr , Thomas G Schulze , Julien Gagneur , Francesco Iorio , Bertram Müller-Myhsok , Heribert Schunkert , Michael J Ziller

Cellular energy regulates mRNA degradation in a codon-specific manner.

Molecular systems biology

Avec: Pedro Tomaz da Silva , Yujie Zhang , Evangelos Theodorakis , Laura D Martens , Vicente A Yépez , Vicent Pelechano , Julien Gagneur

Phenotype-driven genomics enhance diagnosis in children with unresolved neuromuscular diseases.

European journal of human genetics : EJHG

Avec: Berta Estévez-Arias , Leslie Matalonga , Delia Yubero , Kiran Polavarapu , Anna Codina , Carlos Ortez , Laura Carrera-García , Jesica Expósito-Escudero , Cristina Jou , Stefanie Meyer , Ozge Aksel Kilicarslan , Alberto Aleman , Rachel Thompson , Rebeka Luknárová , Anna Esteve-Codina , Marta Gut , Steven Laurie , German Demidov , Vicente A Yépez , Sergi Beltran , Julien Gagneur , Ana Topf , Hanns Lochmüller , Andres Nascimento , Janet Hoenicka , Francesc Palau , Daniel Natera-de Benito

scooby: Modeling multi-modal genomic profiles from DNA sequence at single-cell resolution.

bioRxiv : the preprint server for biology

Avec: Johannes C Hingerl , Laura D Martens , Alexander Karollus , Trevor Manz , Jason D Buenrostro , Fabian J Theis , Julien Gagneur

Réseau de co-auteurs

Vicente A Yépez 16 collaborations

Christian Mertes 8 collaborations

Holger Prokisch 8 collaborations

None None 7 collaborations

Žiga Avsec 6 collaborations

Mirjana Gusic 6 collaborations

Alexander Karollus 6 collaborations

Muhammed Hasan Çelik 6 collaborations

Ines F Scheller 5 collaborations

Fabian J Theis 4 collaborations

Gerard Muñoz-Pujol 4 collaborations

Antonia Ribes 4 collaborations

Frederic Tort 4 collaborations

Leonhard Wachutka 4 collaborations

Nils Wagner 4 collaborations

Anna Esteve-Codina 4 collaborations

Jun Cheng 4 collaborations

Laura D Martens 4 collaborations

Justin Gagneur 3 collaborations

Moritz von Scheidt 3 collaborations

Heribert Schunkert 3 collaborations

Michaela F Müller 3 collaborations

Nicholas H Smith 3 collaborations

Ata Jadid Ahari 3 collaborations

German Demidov 3 collaborations

Steven Laurie 3 collaborations

Thi Yen Duong Nguyen 3 collaborations

Zhifen Chen 2 collaborations

Felix Brechtmann 2 collaborations

Pedro Tomaz da Silva 2 collaborations

Cristina Jou 2 collaborations

Delia Yubero 2 collaborations

Angels García-Cazorla 2 collaborations

Mar O'Callaghan 2 collaborations

Jaume Campistol 2 collaborations

Rafael Artuch 2 collaborations

Johannes Hingerl 2 collaborations

Daniela Klaproth-Andrade 2 collaborations

Anshul Kundaje 2 collaborations

Mathias Wilhelm 2 collaborations

Xueqi Cao 2 collaborations

Lucia Trastulla 2 collaborations

Sylvain Moser 2 collaborations

Laura T Jiménez-Barrón 2 collaborations

Till F M Andlauer 2 collaborations

Monika Budde 2 collaborations

Urs Heilbronner 2 collaborations

Sergi Papiol 2 collaborations

Alexander Teumer 2 collaborations

Georg Homuth 2 collaborations

Henry Völzke 2 collaborations

Marcus Dörr 2 collaborations

Peter Falkai 2 collaborations

Thomas G Schulze 2 collaborations

Francesco Iorio 2 collaborations

Bertram Müller-Myhsok 2 collaborations

Michael J Ziller 2 collaborations

Volker Straub 2 collaborations

Kiran Polavarapu 2 collaborations

Hanns Lochmüller 2 collaborations

Leslie Matalonga 2 collaborations

Sergi Beltran 2 collaborations

William G Fairbrother 2 collaborations

Muhammed H Çelik 2 collaborations

Karoline Lutz 2 collaborations

Dongxue Wang 2 collaborations

Basak Eraslan 2 collaborations

Thomas Wieland 2 collaborations

Thomas Hopf 2 collaborations

Anna Asplund 2 collaborations

Hannes Hahne 2 collaborations

Bernhard Kuster 2 collaborations

Saskia B Wortmann 2 collaborations

Florian R Hölzlwimmer 2 collaborations

Blai Morales-Romero 2 collaborations

Judit García-Villoria 2 collaborations

Jernej Ule 2 collaborations

Gökcen Eraslan 1 collaboration

Cassandra Stambaugh 1 collaboration

Arielle Uejo 1 collaboration

Edward Clouser 1 collaboration

Gary Ezzell 1 collaboration

Ling Li 1 collaboration

Shuangyue Li 1 collaboration

Andrea Steiner 1 collaboration

Ulrich Güldener 1 collaboration

Simon Koplev 1 collaboration

Angela Ma 1 collaboration

Ke Hao 1 collaboration

Calvin Pan 1 collaboration

Aldons J Lusis 1 collaboration

Shichao Pang 1 collaboration

Thorsten Kessler 1 collaboration

Raili Ermel 1 collaboration

Katyayani Sukhavasi 1 collaboration

Arno Ruusalepp 1 collaboration

Jeanette Erdmann 1 collaboration

Jason C Kovacic 1 collaboration

Johan L M Björkegren 1 collaboration

Thibault Bechtler 1 collaboration

Shubhankar Londhe 1 collaboration

Domenico Di Fraia 1 collaboration

Antonio Marino 1 collaboration

Jae Ho Lee 1 collaboration

Erika Kelmer Sacramento 1 collaboration

Mario Baumgart 1 collaboration

Sara Bagnoli 1 collaboration

Amit Kumar Sahu 1 collaboration

Giacomo Siano 1 collaboration

Max Tiessen 1 collaboration

Eva Terzibasi-Tozzini 1 collaboration

Judith Frydman 1 collaboration

Alessandro Cellerino 1 collaboration

Alessandro Ori 1 collaboration

Juan D Ortigoza-Escobar 1 collaboration

Abraham J Paredes-Fuentes 1 collaboration

Olatz Ugarteburu 1 collaboration

Laura Gort 1 collaboration

Jordi Muchart 1 collaboration

Roser Urreizti 1 collaboration

Dennis Hecker 1 collaboration

Fatemeh Behjati Ardakani 1 collaboration

Marcel H Schulz 1 collaboration

Thomas Mauermeier 1 collaboration

Dennis Gankin 1 collaboration

Martin Grosshauser 1 collaboration

Kristian Klemon 1 collaboration

Jacques Bonnet 1 collaboration

Rik G H Lindeboom 1 collaboration

Daniil Pokrovsky 1 collaboration

Georg Stricker 1 collaboration

Ralph A W Rupp 1 collaboration

Michiel Vermeulen 1 collaboration

Axel Imhof 1 collaboration

Jürg Müller 1 collaboration

Laure Frésard 1 collaboration

Patricia F Goldberg 1 collaboration

Melanie Weilert 1 collaboration

Avanti Shrikumar 1 collaboration

Sabrina Krueger 1 collaboration

Amr Alexandari 1 collaboration

Khyati Dalal 1 collaboration

Robin Fropf 1 collaboration

Charles McAnany 1 collaboration

Julia Zeitlinger 1 collaboration

David R Murdock 1 collaboration

Hongzheng Dai 1 collaboration

Lindsay C Burrage 1 collaboration

Jill A Rosenfeld 1 collaboration

Shamika Ketkar 1 collaboration

Pengfei Liu 1 collaboration

Shan Chen 1 collaboration

Mahim Jain 1 collaboration

Gladys Zapata 1 collaboration

Carlos A Bacino 1 collaboration

Hsiao-Tuan Chao 1 collaboration

Paolo Moretti 1 collaboration

William J Craigen 1 collaboration

Neil A Hanchard 1 collaboration

Brendan Lee 1 collaboration

Yanik Bruns 1 collaboration

Jakob Träuble 1 collaboration

Carl Bredthauer 1 collaboration

Anja Fischer 1 collaboration

Julia Weber 1 collaboration

Lena Rad 1 collaboration

Roland Rad 1 collaboration

Elisabeth Esser 1 collaboration

Eva C Schulte 1 collaboration

Alexander Graf 1 collaboration

Thomas Michler 1 collaboration

Stefan Dvoretskii 1 collaboration

Angel Angelov 1 collaboration

Michael Sonnabend 1 collaboration

Silke Peter 1 collaboration

Christina Engesser 1 collaboration

Aleksandar Radonic 1 collaboration

Andrea Thürmer 1 collaboration

Max von Kleist 1 collaboration

Friedemann Gebhardt 1 collaboration

Clarissa Prazeres da Costa 1 collaboration

Dirk H Busch 1 collaboration

Maximilian Muenchhoff 1 collaboration

Helmut Blum 1 collaboration

Oliver T Keppler 1 collaboration

Ulrike Protzer 1 collaboration

Sandra Huber 1 collaboration

Franziska R Traube 1 collaboration

Marc Seifert 1 collaboration

Christopher C Oakes 1 collaboration

Polina Secheyko 1 collaboration

Sergey Vilov 1 collaboration

Piers Blombery 1 collaboration

Torsten Haferlach 1 collaboration

Matthias Heinig 1 collaboration

Stephan Hutter 1 collaboration

Georgii Dolgalev 1 collaboration

Wouter Steyaert 1 collaboration

Lydia Sagath 1 collaboration

Kornelia Ellwanger 1 collaboration

Ronny Derks 1 collaboration

Marjan Weiss 1 collaboration

Amber den Ouden 1 collaboration

Simone van den Heuvel 1 collaboration

Hilde Swinkels 1 collaboration

Nick Zomer 1 collaboration

Marloes Steehouwer 1 collaboration

Luke O'Gorman 1 collaboration

Galuh Astuti 1 collaboration

Kornelia Neveling 1 collaboration

Rebecca Schüle 1 collaboration

Jishu Xu 1 collaboration

Matthis Synofzik 1 collaboration

Danique Beijer 1 collaboration

Holger Hengel 1 collaboration

Ludger Schöls 1 collaboration

Kristl G Claeys 1 collaboration

Jonathan Baets 1 collaboration

Liedewei Van de Vondel 1 collaboration

Alessandra Ferlini 1 collaboration

Rita Selvatici 1 collaboration

Heba Morsy 1 collaboration

Marwa Saeed Abd Elmaksoud 1 collaboration

Juliane Müller 1 collaboration

Veronica Pini 1 collaboration

Luke Perry 1 collaboration

Anna Sarkozy 1 collaboration

Irina Zaharieva 1 collaboration

Francesco Muntoni 1 collaboration

Enrico Bugiardini 1 collaboration

Rita Horvath 1 collaboration

Evan Reid 1 collaboration

Marco Spinazzi 1 collaboration

Marco Savarese 1 collaboration

Han G Brunner 1 collaboration

Holm Graessner 1 collaboration

Stephan Ossowski 1 collaboration

Lisenka E L M Vissers 1 collaboration

Christian Gilissen 1 collaboration

Alexander Hoischen 1 collaboration

Anojan Navaratnam 1 collaboration

Jameson Cumsky 1 collaboration

Haidar Abdul-Muhsin 1 collaboration

Jiajian Shen 1 collaboration

Heidi Kosiorek 1 collaboration

Michael Golafshar 1 collaboration

Akira Kawashima 1 collaboration

William Wong 1 collaboration

Robert Ferrigni 1 collaboration

Mitchell R Humphreys 1 collaboration

Stephen M Mount 1 collaboration

Liran Carmel 1 collaboration

Rita Casadio 1 collaboration

Ken Chen 1 collaboration

Noa E Cohen 1 collaboration

Tzila Fenesh 1 collaboration

Valer Gotea 1 collaboration

Tamar Holzer 1 collaboration

Chiao-Feng Lin 1 collaboration

Pier Luigi Martelli 1 collaboration

Tatsuhiko Naito 1 collaboration

Castrense Savojardo 1 collaboration

Ron Unger 1 collaboration

Robert Wang 1 collaboration

Yuedong Yang 1 collaboration

Huiying Zhao 1 collaboration

Livia Caizzi 1 collaboration

Patrick Cramer 1 collaboration

Yingjiqiong Liang 1 collaboration

Laura S Kremer 1 collaboration

Ryan G Lim 1 collaboration

Jie Wu 1 collaboration

Leslie M Thompson 1 collaboration

Xiaohui Xie 1 collaboration

Alba Segarra-Casas 1 collaboration

Yolande Parkhurst 1 collaboration

Robert Muni-Lofra 1 collaboration

Elizabeth Harris 1 collaboration

Chiara Marini-Bettolo 1 collaboration

Ana Töpf 1 collaboration

Björn Hallström 1 collaboration

Daniel Paul Zolg 1 collaboration

Jana Zecha 1 collaboration

Li-Hua Li 1 collaboration

Chen Meng 1 collaboration

Martin Frejno 1 collaboration

Tobias Schmidt 1 collaboration

Karsten Schnatbaum 1 collaboration

Frederik Ponten 1 collaboration

Mathias Uhlen 1 collaboration

Björn M Hallström 1 collaboration

Mathias Uhlén 1 collaboration

Frederik Pontén 1 collaboration

Daniel F Craft 1 collaboration

Jarrod Lentz 1 collaboration

Mike Armstrong 1 collaboration

Madeline Foster 1 collaboration

Daniel Harrington 1 collaboration

Steven E Schild 1 collaboration

Mirek Fatyga 1 collaboration

Robert Kopajtich 1 collaboration

Charlotte L Alston 1 collaboration

Rui Ban 1 collaboration

Skadi Beblo 1 collaboration

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