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Systematic elucidation of neuron-astrocyte interaction in models of amyotrophic lateral sclerosis using multi-modal integrated bioinformatics workflow

Authors :
Manuel E. Than
Burcin Ikiz
Virginia Le Verche
Paola Rinchetti
Arnaud Jacquier
Vartika Mishra
Harry Ischiropoulos
Todd M. Greco
Kristin A. Politi
Dimitra Papadimitriou
Mariano J. Alvarez
Kevin Clare
Francesco Lotti
Alessandro Vasciaveo
Paschalis Tomas Doulias
Serge Przedborski
Diane B. Re
Andrea Califano
Monica Nizzardo
Stefania Corti
Eduardo J. Perez-Torres
Tetsuya Nagata
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.

Details

Language :
English
ISSN :
20411723
Volume :
11
Issue :
1
Database :
OpenAIRE
Journal :
Nature Communications
Accession number :
edsair.doi.dedup.....697762b6b23d9eb915a4a37c84031ae9