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Systematic elucidation of neuron-astrocyte interaction in models of amyotrophic lateral sclerosis using multi-modal integrated bioinformatics workflow
- Source :
- Nature Communications, Vol 11, Iss 1, Pp 1-20 (2020), Nature Communications
- Publication Year :
- 2020
- Publisher :
- Nature Portfolio, 2020.
-
Abstract
- Cell-to-cell communications are critical determinants of pathophysiological phenotypes, but methodologies for their systematic elucidation are lacking. Herein, we propose an approach for the Systematic Elucidation and Assessment of Regulatory Cell-to-cell Interaction Networks (SEARCHIN) to identify ligand-mediated interactions between distinct cellular compartments. To test this approach, we selected a model of amyotrophic lateral sclerosis (ALS), in which astrocytes expressing mutant superoxide dismutase-1 (mutSOD1) kill wild-type motor neurons (MNs) by an unknown mechanism. Our integrative analysis that combines proteomics and regulatory network analysis infers the interaction between astrocyte-released amyloid precursor protein (APP) and death receptor-6 (DR6) on MNs as the top predicted ligand-receptor pair. The inferred deleterious role of APP and DR6 is confirmed in vitro in models of ALS. Moreover, the DR6 knockdown in MNs of transgenic mutSOD1 mice attenuates the ALS-like phenotype. Our results support the usefulness of integrative, systems biology approach to gain insights into complex neurobiological disease processes as in ALS and posit that the proposed methodology is not restricted to this biological context and could be used in a variety of other non-cell-autonomous communication mechanisms.<br />Neuron-astrocyte communication plays a key role in pathophysiology, however systematic approaches to unveil it are limited. Here, the authors propose SEARCHIN, a multi-modal integrated workflow, as a tool to identify cross-compartment ligand-receptor interactions, applied to ALS models.
- Subjects :
- 0301 basic medicine
Proteomics
General Physics and Astronomy
Cell Communication
Ligands
Receptors, Tumor Necrosis Factor
Amyloid beta-Protein Precursor
Mice
0302 clinical medicine
Superoxide Dismutase-1
Amyloid precursor protein
Amyotrophic lateral sclerosis
RNA, Small Interfering
lcsh:Science
Cells, Cultured
Motor Neurons
Multidisciplinary
biology
Cell Death
Phenotype
medicine.anatomical_structure
Matrix Metalloproteinase 9
Gene Knockdown Techniques
Systems biology
Science
Systems analysis
Context (language use)
Mice, Transgenic
Molecular neuroscience
General Biochemistry, Genetics and Molecular Biology
Article
03 medical and health sciences
medicine
Animals
Humans
Gene Silencing
Mechanism (biology)
Amyotrophic Lateral Sclerosis
Computational Biology
General Chemistry
medicine.disease
Disease Models, Animal
030104 developmental biology
Astrocytes
biology.protein
Diseases of the nervous system
lcsh:Q
Neuron
Neuroscience
030217 neurology & neurosurgery
Subjects
Details
- Language :
- English
- ISSN :
- 20411723
- Volume :
- 11
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Nature Communications
- Accession number :
- edsair.doi.dedup.....697762b6b23d9eb915a4a37c84031ae9