Single-Cell Multi-Omics Map of Cell Type-Specific Mechanistic Drivers of Multiple Sclerosis Lesions

被引:11
作者
Elkjaer, Maria L. [1 ,2 ,3 ]
Hartebrodt, Anne [4 ,5 ]
Oubounyt, Mhaned [6 ]
Weber, Anna [1 ,2 ,3 ]
Vitved, Lars [3 ]
Reynolds, Richard [5 ,7 ]
Thomassen, Mads [2 ,8 ]
Rottger, Richard
Baumbach, Jan [5 ,6 ]
Illes, Zsolt [1 ,2 ,3 ]
机构
[1] Odense Univ Hosp, Dept Neurol, Odense, Denmark
[2] Univ Southern Denmark, Dept Clin Res, BRIDGE, Odense, Denmark
[3] Univ Southern Denmark, Dept Mol Med, Odense, Denmark
[4] Friedrich Alexander Univ Erlangen Nurnberg, Dept Artificial Intelligence Biomed Engn, Biomed Network Sci Lab, Erlangen, Germany
[5] Univ Southern Denmark, Dept Math & Comp Sci, Odense, Denmark
[6] Univ Hamburg, Inst Computat Syst Biol, Hamburg, Germany
[7] Imperial Coll, Dept Brain Sci, London, England
[8] Univ Southern Denmark, Clin Genome Ctr, Dept Clin Res, Res Unit Human Genet, Odense, Denmark
关键词
OLIGODENDROCYTES; DIFFERENTIATION; INFLAMMATION; PATHOLOGY; LINEAGE; PROTEIN; HEALTH;
D O I
10.1212/NXI.0000000000200213
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background and ObjectivesIn progressive multiple sclerosis (MS), compartmentalized inflammation plays a pivotal role in the complex pathology of tissue damage. The interplay between epigenetic regulation, transcriptional modifications, and location-specific alterations within white matter (WM) lesions at the single-cell level remains underexplored.MethodsWe examined intracellular and intercellular pathways in the MS brain WM using a novel dataset obtained by integrated single-cell multi-omics techniques from 3 active lesions, 3 chronic active lesions, 3 remyelinating lesions, and 3 control WM of 6 patients with progressive MS and 3 non-neurologic controls. Single-nucleus RNA-seq and ATAC-seq were combined and additionally enriched with newly conducted spatial transcriptomics from 1 chronic active lesion. Functional gene modules were then validated in our previously published bulk tissue transcriptome data obtained from 73 WM lesions of patients with progressive MS and 25 WM of non-neurologic disease controls.ResultsOur analysis uncovered an MS-specific oligodendrocyte genetic signature influenced by the KLF/SP gene family. This modulation has potential associations with the autocrine iron uptake signaling observed in transcripts of transferrin and its receptor LRP2. In addition, an inflammatory profile emerged within these oligodendrocytes. We observed unique cellular endophenotypes both at the periphery and within the chronic active lesion. These include a distinct metabolic astrocyte phenotype, the importance of FGF signaling among astrocytes and neurons, and a notable enrichment of mitochondrial genes at the lesion edge populated predominantly by astrocytes. Our study also identified B-cell coexpression networks indicating different functional B-cell subsets with differential location and specific tendencies toward certain lesion types.DiscussionThe use of single-cell multi-omics has offered a detailed perspective into the cellular dynamics and interactions in MS. These nuanced findings might pave the way for deeper insights into lesion pathogenesis in progressive MS.
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页数:15
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