ArticlePloS one2016
RNAseq Analyses Identify Tumor Necrosis Factor-Mediated Inflammation as a Major Abnormality in ALS Spinal Cord.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers.
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Who cites it
49 citing papers in PubMed, 76 citations in OpenAlex.
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- Human amyotrophic lateral sclerosis/motor neuron disease: The disease-associated microglial pathway is upregulated while APOE genotype governs risk and survival.Brain pathology (Zurich, Switzerland) · 2025Article
- Meta-Analysis of Gene Expression in Bulk-Processed Post-Mortem Spinal Cord from ALS Patients and Normal Controls.NeuroSci · 2025Article
- Multi-region brain transcriptomic analysis of amyotrophic lateral sclerosis reveals widespread RNA alterations and substantial cerebellum involvement.Molecular neurodegeneration · 2025Article
- Neuromuscular dysfunction in patient-derived FUSNAR molecular medicine · 2025Article
- Drug repurposing in amyotrophic lateral sclerosis (ALS).Expert opinion on drug discovery · 2025Review
- Multiomics Approach Reveal Novel Insights in FUS Driven Juvenile Amyotrophic Lateral Sclerosis: A Family Quartet Analysis.Annals of neurosciences · 2025Article
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- Polygenic associations with clinical and neuropathological trait heterogeneity across TDP-43 proteinopathies.PloS one · 2025Article
- ATH-1105, a small-molecule positive modulator of the neurotrophic HGF system, is neuroprotective, preserves neuromotor function, and extends survival in preclinical models of ALS.Frontiers in neuroscience · 2024Article
- MicroRNA-1 protects the endothelium in acute lung injury.JCI insight · 2023Article
- Integrated transcriptome landscape of ALS identifies genome instability linked to TDP-43 pathology.Nature communications · 2023Article
- Prematurely terminated intron-retaining mRNAs invade axons in SFPQ null-driven neurodegeneration and are a hallmark of ALS.Nature communications · 2022Article
- Monocytes maintain central nervous system homeostasis following helminth-induced inflammation.Proceedings of the National Academy of Sciences of the United States of America · 2022Article
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- Identification of Regulatory Factors and Prognostic Markers in Amyotrophic Lateral Sclerosis.Antioxidants (Basel, Switzerland) · 2022Article
- Estrogen exposure causes the progressive growth of SK-Hep1-derived tumor in ovariectomized mice.Toxicological research · 2022Article
- Application of a bioinformatic pipeline to RNA-seq data identifies novel virus-like sequence in human blood.G3 (Bethesda, Md.) · 2021Article
Corrections and comments
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
ALS is a rapidly progressive, devastating neurodegenerative illness of adults that produces disabling weakness and spasticity arising from death of lower and upper motor neurons. No meaningful therapies exist to slow ALS progression, and molecular insights into pathogenesis and progression are sorely needed. In that context, we used high-depth, next generation RNA sequencing (RNAseq, Illumina) to define gene network abnormalities in RNA samples depleted of rRNA and isolated from cervical spinal cord sections of 7 ALS and 8 CTL samples. We aligned >50 million 2X150 bp paired-end sequences/sample to the hg19 human genome and applied three different algorithms (Cuffdiff2, DEseq2, EdgeR) for identification of differentially expressed genes (DEG's). Ingenuity Pathways Analysis (IPA) and Weighted Gene Co-expression Network Analysis (WGCNA) identified inflammatory processes as significantly elevated in our ALS samples, with tumor necrosis factor (TNF) found to be a major pathway regulator (IPA) and TNFα-induced protein 2 (TNFAIP2) as a major network "hub" gene (WGCNA). Using the oPOSSUM algorithm, we analyzed transcription factors (TF) controlling expression of the nine DEG/hub genes in the ALS samples and identified TF's involved in inflammation (NFkB, REL, NFkB1) and macrophage function (NR1H2::RXRA heterodimer). Transient expression in human iPSC-derived motor neurons of TNFAIP2 (also a DEG identified by all three algorithms) reduced cell viability and induced caspase 3/7 activation. Using high-density RNAseq, multiple algorithms for DEG identification, and an unsupervised gene co-expression network approach, we identified significant elevation of inflammatory processes in ALS spinal cord with TNF as a major regulatory molecule. Overexpression of the DEG TNFAIP2 in human motor neurons, the population most vulnerable to die in ALS, increased cell death and caspase 3/7 activation. We propose that therapies targeted to reduce inflammatory TNFα signaling may be helpful in ALS patients.
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