ArticleActa neuropathologica communications2019
Molecular signature of different lesion types in the brain white matter of patients with progressive multiple sclerosis.
Article in Acta neuropathologica communications, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 61 papers, 2 of them syntheses that pooled it.
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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.
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Who cites it
61 citing papers in PubMed, 2 syntheses or guidelines pooled it, 101 citations in OpenAlex.
- Identification of Key Genes and Regulatory Pathways in Multiple Sclerosis Brain Samples: A Meta-Analysis of Micro-Array Datasets.International journal of molecular sciences · 2023Pooled it
- A Systematic Review of Tissue and Single Cell Transcriptome/Proteome Studies of the Brain in Multiple Sclerosis.Frontiers in immunology · 2022Pooled it
- The impact for causal associations between common diseases and inflammatory bowel disease: a disease-wide bidirectional Mendelian randomization study.Inflammation research : official journal of the European Histamine Research Society ... [et al.] · 2026Article
- Foamy microglia link oxylipins to disease progression in multiple sclerosis.Nature neuroscience · 2026Article
- An in vivo and in vitro spatiotemporal profile of human midbrain development.Nature communications · 2026Article
- Phenotypic Changes in a Monocyte Cluster with High Interleukin-1 Beta Expression during Long-Term Anti-CD20 Therapy.Annals of neurology · 2025Article
- Angiogenesis and Hypoxia Biomarkers Are Dysregulated in Progressive Multiple Sclerosis.Neurology(R) neuroimmunology & neuroinflammation · 2025Article
- Uncovering Genetic Diversity and Adaptive Candidate Genes in the Mugalzhar Horse Breed Using Whole-Genome Sequencing Data.Animals : an open access journal from MDPI · 2025Article
- Systematic Analysis of Alternative Splicing in Transcriptomes of Multiple Sclerosis Patient Brain Samples.International journal of molecular sciences · 2025Article
- DIGGER 2.0: digging into the functional impact of differential splicing on human and mouse disorders.Nucleic acids research · 2025Article
- Mapping Molecular Pathways of Multiple Sclerosis: A Gene Prioritization and Network Analysis of White Matter Pathology Transcriptomics.Annals of neurology · 2025Article
- Distinct transcriptional changes distinguish efficient and poor remyelination in multiple sclerosis.Brain : a journal of neurology · 2025Article
- Broad rim lesions are a new pathological and imaging biomarker for rapid disease progression in multiple sclerosis.Nature medicine · 2025Article
- Ubiquitination-mediated upregulation of glycolytic enzyme MCT4 in promoting astrocyte reactivity during neuroinflammation.Journal of neuroinflammation · 2025Article
- Identification of the microglia-associated signature in experimental autoimmune encephalomyelitis.Frontiers in immunology · 2025Article
- Programming tissue-sensing T cells that deliver therapies to the brain.Science (New York, N.Y.) · 2024Article
- Latent space arithmetic on data embeddings from healthy multi-tissue human RNA-seq decodes disease modules.Patterns (New York, N.Y.) · 2024Article
- Gene Expression and Alternative Splicing Analysis in a Large-Scale Multiple Sclerosis Study.International journal of molecular sciences · 2024Article
- The contribution of tumor necrosis factor to multiple sclerosis: a possible role in progression independent of relapse?Journal of neuroinflammation · 2024Review
- Gene expression and alternative splicing analysis in a large-scale Multiple Sclerosis study.medRxiv : the preprint server for health sciences · 2024Article
1 more citing papers are in PubMed but not listed here.
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Authors and funding
9 authors at 3 institutions in 3 countries.
Funding
Abstract
To identify pathogenetic markers and potential drivers of different lesion types in the white matter (WM) of patients with progressive multiple sclerosis (PMS), we sequenced RNA from 73 different WM areas. Compared to 25 WM controls, 6713 out of 18,609 genes were significantly differentially expressed in MS tissues (FDR < 0.05). A computational systems medicine analysis was performed to describe the MS lesion endophenotypes. The cellular source of specific molecules was examined by RNAscope, immunohistochemistry, and immunofluorescence. To examine common lesion specific mechanisms, we performed de novo network enrichment based on shared differentially expressed genes (DEGs), and found TGFβ-R2 as a central hub. RNAscope revealed astrocytes as the cellular source of TGFβ-R2 in remyelinating lesions. Since lesion-specific unique DEGs were more common than shared signatures, we examined lesion-specific pathways and de novo networks enriched with unique DEGs. Such network analysis indicated classic inflammatory responses in active lesions; catabolic and heat shock protein responses in inactive lesions; neuronal/axonal specific processes in chronic active lesions. In remyelinating lesions, de novo analyses identified axonal transport responses and adaptive immune markers, which was also supported by the most heterogeneous immunoglobulin gene expression. The signature of the normal-appearing white matter (NAWM) was more similar to control WM than to lesions: only 465 DEGs differentiated NAWM from controls, and 16 were unique. The upregulated marker CD26/DPP4 was expressed by microglia in the NAWM but by mononuclear cells in active lesions, which may indicate a special subset of microglia before the lesion develops, but also emphasizes that omics related to MS lesions should be interpreted in the context of different lesions types. While chronic active lesions were the most distinct from control WM based on the highest number of unique DEGs (n = 2213), remyelinating lesions had the highest gene expression levels, and the most different molecular map from chronic active lesions. This may suggest that these two lesion types represent two ends of the spectrum of lesion evolution in PMS. The profound changes in chronic active lesions, the predominance of synaptic/neural/axonal signatures coupled with minor inflammation may indicate end-stage irreversible molecular events responsible for this less treatable phase.
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