Nature Communications (Jun 2024)
Multiomic ALS signatures highlight subclusters and sex differences suggesting the MAPK pathway as therapeutic target
- Lucas Caldi Gomes,
- Sonja Hänzelmann,
- Fabian Hausmann,
- Robin Khatri,
- Sergio Oller,
- Mojan Parvaz,
- Laura Tzeplaeff,
- Laura Pasetto,
- Marie Gebelin,
- Melanie Ebbing,
- Constantin Holzapfel,
- Stefano Fabrizio Columbro,
- Serena Scozzari,
- Johanna Knöferle,
- Isabell Cordts,
- Antonia F. Demleitner,
- Marcus Deschauer,
- Claudia Dufke,
- Marc Sturm,
- Qihui Zhou,
- Pavol Zelina,
- Emma Sudria-Lopez,
- Tobias B. Haack,
- Sebastian Streb,
- Magdalena Kuzma-Kozakiewicz,
- Dieter Edbauer,
- R. Jeroen Pasterkamp,
- Endre Laczko,
- Hubert Rehrauer,
- Ralph Schlapbach,
- Christine Carapito,
- Valentina Bonetto,
- Stefan Bonn,
- Paul Lingor
Affiliations
- Lucas Caldi Gomes
- Technical University of Munich, School of Medicine, rechts der Isar Hospital, Clinical Department of Neurology
- Sonja Hänzelmann
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf
- Fabian Hausmann
- Center for Biomedical AI, University Medical Center Hamburg-Eppendorf
- Robin Khatri
- Center for Biomedical AI, University Medical Center Hamburg-Eppendorf
- Sergio Oller
- Center for Biomedical AI, University Medical Center Hamburg-Eppendorf
- Mojan Parvaz
- Technical University of Munich, School of Medicine, rechts der Isar Hospital, Clinical Department of Neurology
- Laura Tzeplaeff
- Technical University of Munich, School of Medicine, rechts der Isar Hospital, Clinical Department of Neurology
- Laura Pasetto
- Research Center for ALS, Istituto di Ricerche Farmacologiche Mario Negri IRCCS
- Marie Gebelin
- Laboratoire de Spectrométrie de Masse Bio-Organique, Université de Strasbourg, Infrastructure Nationale de Protéomique
- Melanie Ebbing
- Center for Biomedical AI, University Medical Center Hamburg-Eppendorf
- Constantin Holzapfel
- Center for Biomedical AI, University Medical Center Hamburg-Eppendorf
- Stefano Fabrizio Columbro
- Research Center for ALS, Istituto di Ricerche Farmacologiche Mario Negri IRCCS
- Serena Scozzari
- Research Center for ALS, Istituto di Ricerche Farmacologiche Mario Negri IRCCS
- Johanna Knöferle
- Technical University of Munich, School of Medicine, rechts der Isar Hospital, Clinical Department of Neurology
- Isabell Cordts
- Technical University of Munich, School of Medicine, rechts der Isar Hospital, Clinical Department of Neurology
- Antonia F. Demleitner
- Technical University of Munich, School of Medicine, rechts der Isar Hospital, Clinical Department of Neurology
- Marcus Deschauer
- Technical University of Munich, School of Medicine, rechts der Isar Hospital, Clinical Department of Neurology
- Claudia Dufke
- Institute of Medical Genetics and Applied Genomics, University of Tübingen
- Marc Sturm
- Institute of Medical Genetics and Applied Genomics, University of Tübingen
- Qihui Zhou
- German Center for Neurodegenerative Diseases (DZNE)
- Pavol Zelina
- Department of Translational Neuroscience, University Medical Center Utrecht, Utrecht University
- Emma Sudria-Lopez
- Department of Translational Neuroscience, University Medical Center Utrecht, Utrecht University
- Tobias B. Haack
- Institute of Medical Genetics and Applied Genomics, University of Tübingen
- Sebastian Streb
- Functional Genomics Center Zürich, ETH Zürich and University of Zürich
- Magdalena Kuzma-Kozakiewicz
- Department of Neurology, Medical University of Warsaw
- Dieter Edbauer
- German Center for Neurodegenerative Diseases (DZNE)
- R. Jeroen Pasterkamp
- Department of Translational Neuroscience, University Medical Center Utrecht, Utrecht University
- Endre Laczko
- Functional Genomics Center Zürich, ETH Zürich and University of Zürich
- Hubert Rehrauer
- Functional Genomics Center Zürich, ETH Zürich and University of Zürich
- Ralph Schlapbach
- Functional Genomics Center Zürich, ETH Zürich and University of Zürich
- Christine Carapito
- Laboratoire de Spectrométrie de Masse Bio-Organique, Université de Strasbourg, Infrastructure Nationale de Protéomique
- Valentina Bonetto
- Research Center for ALS, Istituto di Ricerche Farmacologiche Mario Negri IRCCS
- Stefan Bonn
- Center for Biomedical AI, University Medical Center Hamburg-Eppendorf
- Paul Lingor
- Technical University of Munich, School of Medicine, rechts der Isar Hospital, Clinical Department of Neurology
- DOI
- https://doi.org/10.1038/s41467-024-49196-y
- Journal volume & issue
-
Vol. 15,
no. 1
pp. 1 – 23
Abstract
Abstract Amyotrophic lateral sclerosis (ALS) is a debilitating motor neuron disease and lacks effective disease-modifying treatments. This study utilizes a comprehensive multiomic approach to investigate the early and sex-specific molecular mechanisms underlying ALS. By analyzing the prefrontal cortex of 51 patients with sporadic ALS and 50 control subjects, alongside four transgenic mouse models (C9orf72-, SOD1-, TDP-43-, and FUS-ALS), we have uncovered significant molecular alterations associated with the disease. Here, we show that males exhibit more pronounced changes in molecular pathways compared to females. Our integrated analysis of transcriptomes, (phospho)proteomes, and miRNAomes also identified distinct ALS subclusters in humans, characterized by variations in immune response, extracellular matrix composition, mitochondrial function, and RNA processing. The molecular signatures of human subclusters were reflected in specific mouse models. Our study highlighted the mitogen-activated protein kinase (MAPK) pathway as an early disease mechanism. We further demonstrate that trametinib, a MAPK inhibitor, has potential therapeutic benefits in vitro and in vivo, particularly in females, suggesting a direction for developing targeted ALS treatments.