Unpaired data as a first-order challenge in single-cell and spatial proteomics

Genentech, South San Francisco, CA, USA

Mikaela Koutrouli, Carolina Leote, Christopher M. Rose & John C. Marioni

Department of Molecular Biology and Digital Science Center (DiSC), University of Innsbruck, Innsbruck, Austria

Francesca Finotello & Felix Petschko

Department of Biotechnology and Biomedicine, Technical University of Denmark, Kongens Lyngby, Denmark

Erwin M. Schoof, Pedro Aragon-Fernandez & Valdemaras Petrosius

Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA

Panos Roussos, Prashant FNU & Gabriel E. Hoffman

European Molecular Biology Laboratory (EMBL), Heidelberg, Germany

Wouter-Michiel Vierdag, Matthias Meyer-Bender, Harald Vöhringer, Luca Marconato & Wolfgang Huber

Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany

Lucas Diedrich, Vincenth Brennsteiner & Matthias Mann

Department of Clinical Medicine, Aarhus University, Aarhus, Denmark

Malte Kuehl & Victor G. Puelles

Department of Pathology, Aarhus University Hospital, Aarhus, Denmark

Malte Kuehl & Victor G. Puelles

Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany

Jose Nimo & Fabian Coscia

Charité – Universitätsmedizin Berlin, Berlin, Germany

Jose Nimo & Fabian Coscia

Maastricht MultiModal Molecular Imaging (M4I) Institute, Division of Imaging Mass Spectrometry, Maastricht University, Maastricht, the Netherlands

Theodoros Visvikis, Ron M. A. Heeren & Eva Cuypers

Division of Computational Genomics and System Genetics, German Cancer Research Center, Heidelberg, Germany

Luca Marconato

Institute of Computational Biology, Helmholtz Center Munich, Munich, Germany

Sergio Marco Salas & Fabian J. Theis

Department of Information Technology, Uppsala University, Uppsala, Sweden

Sergio Marco Salas

napari https://napari.org/stable/

Lorenzo Gaifas

Genome Biology Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany

Sinem K. Saka

TUM School of Computation, Information and Technology, Technical University of Munich, Munich, Germany

Fabian J. Theis

TUM School of Life Sciences, Technical University of Munich, Munich, Germany

Fabian J. Theis