Evidence map›Paper›PMID 32360664›Full record

ArticleNeurobiology of disease2020

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

Wenting Liu, Sharmila Venugopal, Sana Majid, In Sook Ahn, Graciel Diamante, Jason Hong, Xia Yang, Scott H Chandler

Abstract read
In one paragraph

Article in Neurobiology of disease, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 57 papers.

0numbers the graph read from it
0cells of the map it votes in
57citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

57 citing papers in PubMed.

  1. Review
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  6. Astrocytic KFrontiers in aging neuroscience · 2026
    Review
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  9. Selective loss and transcriptional reprogramming of Nox4The journal of headache and pain · 2025
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Wenting LiuDepartment of Integrative Biology & Physiology, University of California, 2024 Terasaki Bld, 610 Charles E. Young Dr. East, Los Angeles, USA.
Sharmila VenugopalDepartment of Integrative Biology & Physiology, University of California, 2024 Terasaki Bld, 610 Charles E. Young Dr. East, Los Angeles, USA.
Sana MajidDepartment of Integrative Biology & Physiology, University of California, 2024 Terasaki Bld, 610 Charles E. Young Dr. East, Los Angeles, USA.
In Sook AhnDepartment of Integrative Biology & Physiology, University of California, 2024 Terasaki Bld, 610 Charles E. Young Dr. East, Los Angeles, USA.
Graciel DiamanteDepartment of Integrative Biology & Physiology, University of California, 2024 Terasaki Bld, 610 Charles E. Young Dr. East, Los Angeles, USA.
Jason HongDepartment of Integrative Biology & Physiology, University of California, 2024 Terasaki Bld, 610 Charles E. Young Dr. East, Los Angeles, USA.
Xia YangDepartment of Integrative Biology & Physiology, University of California, 2024 Terasaki Bld, 610 Charles E. Young Dr. East, Los Angeles, USA; Brain Research Institute, University of California, Los Angeles, USA; Institute for Quantitative and Computational Biosciences, University of California, Los Angeles, USA. Electronic address: xyang123@ucla.edu.
Scott H ChandlerDepartment of Integrative Biology & Physiology, University of California, 2024 Terasaki Bld, 610 Charles E. Young Dr. East, Los Angeles, USA; Brain Research Institute, University of California, Los Angeles, USA. Electronic address: schandler@physci.ucla.edu.

Funding

Training in Molecular ToxicologyT32ES015457 · NIEHS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI ALLARD, PATRICK, HANKINSON, OLIVER NMN · 2008 to 2025
$4.0M
Modeling Synaptic Vulnerability of a Brainstem Sensorimotor Circuit in a Mouse Model for Amyotrophic Lateral SclerosisR21NS095157 · NINDS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI VENUGOPAL, SHARMILA · 2015 to 2016
$424k
NINDS NIH HHS R21 NS095157
6 · The paper itself

Abstract

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.

Indexed as

Amyotrophic Lateral SclerosisAnimalsBrain StemFemaleMice, TransgenicMutationNeuronsSequence Analysis, RNASignal TransductionSingle-Cell AnalysisSuperoxide Dismutase-1TranscriptomeSod1 protein, mouseSuperoxide Dismutase-1ALSBrainstemDrop-seqGlial cellsMotor neuronsscRNA-seqSingle cell RNA-seqSOD1 (G93A) mutantTranscriptome

Identifiers

PMID32360664
PMCPMC7519882

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.