bioRxivNeurosciencePreprint
Multiomic ALS signatures highlight sex differences and molecular subclusters and identify the MAPK pathway as therapeutic target
Lucas Caldi GomesiD, Sonja HänzelmanniD, Fabian HausmanniD, Robin KhatriiD, Sergio OlleriD, Mojan ParvaziD, Laura TzeplaeffiD, Laura PasettoiD, Marie GébeliniD, Melanie Ebbing, Constantin Holzapfel, Stefano Fabrizio Columbro, Serena ScozzariiD, Johanna Knöferle, Isabell CordtsiD, Antonia Franziska DemleitneriD, Marcus DeschaueriD, Claudia DufkeiD, Marc SturmiD, Qihui ZhouiD, Pavol ZelinaiD, Emma Sudrià-LopeziD, Tobias B. HaackiD, Sebastian StrebiD, Magdalena Kuźma‐KozakiewicziD, , Paul LingoriD
Abstract
Amyotrophic lateral sclerosis (ALS) is the most common motor neuron disease and lacks effective disease-modifying treatments. Here, we performed a multiomic analysis of the prefrontal cortex of 51 patients with sporadic ALS and 50 control subjects, as well as four transgenic mouse models of C9orf72-, SOD1-, TDP-43-, and FUS-ALS to characterize early and sex-specific disease mechanisms in ALS. Integrated analyses of transcriptomes, (phospho)proteomes, and miRNAomes revealed more pronounced changes in males. We identified transcriptome-based human ALS subclusters driven by the immune response, ECM, mitochondrial respiration, and RNA metabolism. The molecular signatures of human subclusters were reflected in specific mouse models. Individual and integrative multiomics analysis highlighted the mitogen-activated protein kinase pathway as an early disease-relevant mechanism. Its modulation by trametinib in vitro and in vivo validated that mitogen-activated protein kinase kinase 2 is a promising therapeutic target with beneficial effects in females.
- organism: human
- organism: mouse
- assay: bulk RNA-seq
- assay: proteomics
- assay: metagenomics
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- approach: statistical model
- Citations
- 3
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