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Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
Molecular signature of different lesion types in the brain white matter of patients with progressive multiple
Maria L Elkjaer1,2,3, Tobias Frisch4, Richard Reynolds5
1Department of Neurology, Odense University Hospital, J.B. Winslowsvej 4, DK-5000, Odense C, Denmark.
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.
Insights
This study reveals distinct molecular signatures across multiple sclerosis (MS) lesion types, identifying key genes and cellular pathways involved in white matter (WM) damage and repair. Understanding these differences is crucial for developing targeted therapies for progressive MS.
Area of Science:
- Neuroscience
- Genomics
- Immunology
Background:
- Progressive multiple sclerosis (PMS) is characterized by distinct white matter (WM) lesions.
- Identifying pathogenetic markers and drivers of these lesions is crucial for understanding disease progression and developing targeted therapies.
Purpose of the Study:
- To identify pathogenetic markers and potential drivers of different lesion types in the white matter (WM) of patients with progressive multiple sclerosis (PMS).
- To describe the MS lesion endophenotypes using computational systems medicine.
- To examine common and lesion-specific mechanisms driving WM pathology in PMS.
Main Methods:
- RNA sequencing of 73 WM areas from PMS patients and 25 controls.
- Computational systems medicine analysis to define lesion endophenotypes.
- RNAscope, immunohistochemistry, and immunofluorescence to determine cellular sources of molecules.
- De novo network enrichment analysis based on differentially expressed genes (DEGs).
Main Results:
- Significant differential gene expression (6713 out of 18,609 genes) was observed in MS tissues compared to controls.
- Transforming growth factor-beta receptor 2 (TGFβ-R2) was identified as a central molecular hub.
- Distinct molecular pathways were associated with different lesion types: inflammation in active lesions, catabolic/heat shock responses in inactive lesions, and axonal/neuronal processes in chronic active lesions.
- Remyelinating lesions showed unique signatures of axonal transport and adaptive immune markers.
- Normal-appearing white matter (NAWM) exhibited a molecular profile closer to controls than to active lesions.
Conclusions:
- Different MS lesion types possess unique molecular signatures, suggesting distinct pathogenetic mechanisms and evolutionary trajectories.
- Chronic active lesions show profound, potentially irreversible molecular changes with prominent neural/axonal signatures, indicating an end-stage disease phase.
- Remyelinating and chronic active lesions may represent opposite ends of the lesion evolution spectrum in PMS.
- Understanding lesion-specific molecular profiles is essential for interpreting omics data and guiding therapeutic strategies in progressive MS.

