Cargando…

Single-cell RNA-seq analysis of the brainstem of mutant SOD1 mice reveals perturbed cell types and pathways of amyotrophic lateral sclerosis

Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease in which motor neurons throughout the brain and spinal cord progressively degenerate resulting in muscle atrophy, paralysis and death. Recent studies using animal models of ALS implicate multiple cell-types (e.g., astrocytes and micr...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Wenting, Venugopal, Sharmila, Majid, Sana, Ahn, In Sook, Diamante, Graciel, Hong, Jason, Yang, Xia, Chandler, Scott H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7519882/
https://www.ncbi.nlm.nih.gov/pubmed/32360664
http://dx.doi.org/10.1016/j.nbd.2020.104877
_version_ 1783587661975388160
author Liu, Wenting
Venugopal, Sharmila
Majid, Sana
Ahn, In Sook
Diamante, Graciel
Hong, Jason
Yang, Xia
Chandler, Scott H.
author_facet Liu, Wenting
Venugopal, Sharmila
Majid, Sana
Ahn, In Sook
Diamante, Graciel
Hong, Jason
Yang, Xia
Chandler, Scott H.
author_sort Liu, Wenting
collection PubMed
description Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease in which motor neurons throughout the brain and spinal cord progressively degenerate resulting in muscle atrophy, paralysis and death. Recent studies using animal models of ALS implicate multiple cell-types (e.g., astrocytes and microglia) in ALS pathogenesis in the spinal motor systems. To ascertain cellular vulnerability and cell-type specific mechanisms of ALS in the brainstem that orchestrates oral-motor functions, we conducted parallel single cell RNA sequencing (scRNA-seq) analysis using the high-throughput Drop-seq method. We isolated 1894 and 3199 cells from the brainstem of wildtype and mutant SOD1 symptomatic mice respectively, at postnatal day 100. We recovered major known cell types and neuronal subpopulations, such as interneurons and motor neurons, and trigeminal ganglion (TG) peripheral sensory neurons, as well as, previously uncharacterized interneuron subtypes. We found that the majority of the cell types displayed transcriptomic alterations in ALS mice. Differentially expressed genes (DEGs) of individual cell populations revealed cell-type specific alterations in numerous pathways, including previously known ALS pathways such as inflammation (in microglia), stress response (ependymal and an uncharacterized cell population), neurogenesis (astrocytes, oligodendrocytes, neurons), synapse organization and transmission (microglia, oligodendrocyte precursor cells, and neuronal subtypes), and mitochondrial function (uncharacterized cell populations). Other cell-type specific processes altered in SOD1 mutant brainstem include those from motor neurons (axon regeneration, voltage-gated sodium and potassium channels underlying excitability, potassium ion transport), trigeminal sensory neurons (detection of temperature stimulus involved in sensory perception), and cellular response to toxic substances (uncharacterized cell populations). DEGs consistently altered across cell types (e.g., Malat1), as well as cell-type specific DEGs, were identified. Importantly, DEGs from various cell types overlapped with known ALS genes from the literature and with top hits from an existing human ALS genome-wide association study (GWAS), implicating the potential cell types in which the ALS genes function with ALS pathogenesis. Our molecular investigation at single cell resolution provides comprehensive insights into the cell types, genes and pathways altered in the brainstem in a widely used ALS mouse model.
format Online
Article
Text
id pubmed-7519882
institution National Center for Biotechnology Information
language English
publishDate 2020
record_format MEDLINE/PubMed
spelling pubmed-75198822020-09-26 Single-cell RNA-seq analysis of the brainstem of mutant SOD1 mice reveals perturbed cell types and pathways of amyotrophic lateral sclerosis Liu, Wenting Venugopal, Sharmila Majid, Sana Ahn, In Sook Diamante, Graciel Hong, Jason Yang, Xia Chandler, Scott H. Neurobiol Dis Article Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease in which motor neurons throughout the brain and spinal cord progressively degenerate resulting in muscle atrophy, paralysis and death. Recent studies using animal models of ALS implicate multiple cell-types (e.g., astrocytes and microglia) in ALS pathogenesis in the spinal motor systems. To ascertain cellular vulnerability and cell-type specific mechanisms of ALS in the brainstem that orchestrates oral-motor functions, we conducted parallel single cell RNA sequencing (scRNA-seq) analysis using the high-throughput Drop-seq method. We isolated 1894 and 3199 cells from the brainstem of wildtype and mutant SOD1 symptomatic mice respectively, at postnatal day 100. We recovered major known cell types and neuronal subpopulations, such as interneurons and motor neurons, and trigeminal ganglion (TG) peripheral sensory neurons, as well as, previously uncharacterized interneuron subtypes. We found that the majority of the cell types displayed transcriptomic alterations in ALS mice. Differentially expressed genes (DEGs) of individual cell populations revealed cell-type specific alterations in numerous pathways, including previously known ALS pathways such as inflammation (in microglia), stress response (ependymal and an uncharacterized cell population), neurogenesis (astrocytes, oligodendrocytes, neurons), synapse organization and transmission (microglia, oligodendrocyte precursor cells, and neuronal subtypes), and mitochondrial function (uncharacterized cell populations). Other cell-type specific processes altered in SOD1 mutant brainstem include those from motor neurons (axon regeneration, voltage-gated sodium and potassium channels underlying excitability, potassium ion transport), trigeminal sensory neurons (detection of temperature stimulus involved in sensory perception), and cellular response to toxic substances (uncharacterized cell populations). DEGs consistently altered across cell types (e.g., Malat1), as well as cell-type specific DEGs, were identified. Importantly, DEGs from various cell types overlapped with known ALS genes from the literature and with top hits from an existing human ALS genome-wide association study (GWAS), implicating the potential cell types in which the ALS genes function with ALS pathogenesis. Our molecular investigation at single cell resolution provides comprehensive insights into the cell types, genes and pathways altered in the brainstem in a widely used ALS mouse model. 2020-04-30 2020-07 /pmc/articles/PMC7519882/ /pubmed/32360664 http://dx.doi.org/10.1016/j.nbd.2020.104877 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/BY-NC-ND/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ).
spellingShingle Article
Liu, Wenting
Venugopal, Sharmila
Majid, Sana
Ahn, In Sook
Diamante, Graciel
Hong, Jason
Yang, Xia
Chandler, Scott H.
Single-cell RNA-seq analysis of the brainstem of mutant SOD1 mice reveals perturbed cell types and pathways of amyotrophic lateral sclerosis
title Single-cell RNA-seq analysis of the brainstem of mutant SOD1 mice reveals perturbed cell types and pathways of amyotrophic lateral sclerosis
title_full Single-cell RNA-seq analysis of the brainstem of mutant SOD1 mice reveals perturbed cell types and pathways of amyotrophic lateral sclerosis
title_fullStr Single-cell RNA-seq analysis of the brainstem of mutant SOD1 mice reveals perturbed cell types and pathways of amyotrophic lateral sclerosis
title_full_unstemmed Single-cell RNA-seq analysis of the brainstem of mutant SOD1 mice reveals perturbed cell types and pathways of amyotrophic lateral sclerosis
title_short Single-cell RNA-seq analysis of the brainstem of mutant SOD1 mice reveals perturbed cell types and pathways of amyotrophic lateral sclerosis
title_sort single-cell rna-seq analysis of the brainstem of mutant sod1 mice reveals perturbed cell types and pathways of amyotrophic lateral sclerosis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7519882/
https://www.ncbi.nlm.nih.gov/pubmed/32360664
http://dx.doi.org/10.1016/j.nbd.2020.104877
work_keys_str_mv AT liuwenting singlecellrnaseqanalysisofthebrainstemofmutantsod1micerevealsperturbedcelltypesandpathwaysofamyotrophiclateralsclerosis
AT venugopalsharmila singlecellrnaseqanalysisofthebrainstemofmutantsod1micerevealsperturbedcelltypesandpathwaysofamyotrophiclateralsclerosis
AT majidsana singlecellrnaseqanalysisofthebrainstemofmutantsod1micerevealsperturbedcelltypesandpathwaysofamyotrophiclateralsclerosis
AT ahninsook singlecellrnaseqanalysisofthebrainstemofmutantsod1micerevealsperturbedcelltypesandpathwaysofamyotrophiclateralsclerosis
AT diamantegraciel singlecellrnaseqanalysisofthebrainstemofmutantsod1micerevealsperturbedcelltypesandpathwaysofamyotrophiclateralsclerosis
AT hongjason singlecellrnaseqanalysisofthebrainstemofmutantsod1micerevealsperturbedcelltypesandpathwaysofamyotrophiclateralsclerosis
AT yangxia singlecellrnaseqanalysisofthebrainstemofmutantsod1micerevealsperturbedcelltypesandpathwaysofamyotrophiclateralsclerosis
AT chandlerscotth singlecellrnaseqanalysisofthebrainstemofmutantsod1micerevealsperturbedcelltypesandpathwaysofamyotrophiclateralsclerosis