Molecular signature of different lesion types in the brain white matter of patients with progressive multiple sclerosis

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 differentiall...

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Main Authors: Maria L. Elkjaer, Tobias Frisch, Richard Reynolds, Tim Kacprowski, Mark Burton, Torben A. Kruse, Mads Thomassen, Jan Baumbach, Zsolt Illes
Format: Article
Language:English
Published: BMC 2019-12-01
Series:Acta Neuropathologica Communications
Subjects:
Online Access:https://doi.org/10.1186/s40478-019-0855-7
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spelling doaj-d6c83e801176419788562e1f9dd055992020-12-13T12:23:45ZengBMCActa Neuropathologica Communications2051-59602019-12-017111710.1186/s40478-019-0855-7Molecular signature of different lesion types in the brain white matter of patients with progressive multiple sclerosisMaria L. Elkjaer0Tobias Frisch1Richard Reynolds2Tim Kacprowski3Mark Burton4Torben A. Kruse5Mads Thomassen6Jan Baumbach7Zsolt Illes8Department of Neurology, Odense University HospitalDepartment of Mathematics and Computer Science, University of Southern DenmarkDepartment of Brain Sciences, Imperial CollegeDepartment of Mathematics and Computer Science, University of Southern DenmarkDepartment of Clinical Genetics, Odense University HospitalInstitute of Molecular Medicine, University of Southern DenmarkInstitute of Molecular Medicine, University of Southern DenmarkDepartment of Mathematics and Computer Science, University of Southern DenmarkDepartment of Neurology, Odense University HospitalAbstract 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.https://doi.org/10.1186/s40478-019-0855-7Multiple sclerosisSecondary progressiveHuman brain lesionsNext-generation RNA sequencingTGF-betaCD26/DPP4
collection DOAJ
language English
format Article
sources DOAJ
author Maria L. Elkjaer
Tobias Frisch
Richard Reynolds
Tim Kacprowski
Mark Burton
Torben A. Kruse
Mads Thomassen
Jan Baumbach
Zsolt Illes
spellingShingle Maria L. Elkjaer
Tobias Frisch
Richard Reynolds
Tim Kacprowski
Mark Burton
Torben A. Kruse
Mads Thomassen
Jan Baumbach
Zsolt Illes
Molecular signature of different lesion types in the brain white matter of patients with progressive multiple sclerosis
Acta Neuropathologica Communications
Multiple sclerosis
Secondary progressive
Human brain lesions
Next-generation RNA sequencing
TGF-beta
CD26/DPP4
author_facet Maria L. Elkjaer
Tobias Frisch
Richard Reynolds
Tim Kacprowski
Mark Burton
Torben A. Kruse
Mads Thomassen
Jan Baumbach
Zsolt Illes
author_sort Maria L. Elkjaer
title Molecular signature of different lesion types in the brain white matter of patients with progressive multiple sclerosis
title_short Molecular signature of different lesion types in the brain white matter of patients with progressive multiple sclerosis
title_full Molecular signature of different lesion types in the brain white matter of patients with progressive multiple sclerosis
title_fullStr Molecular signature of different lesion types in the brain white matter of patients with progressive multiple sclerosis
title_full_unstemmed Molecular signature of different lesion types in the brain white matter of patients with progressive multiple sclerosis
title_sort molecular signature of different lesion types in the brain white matter of patients with progressive multiple sclerosis
publisher BMC
series Acta Neuropathologica Communications
issn 2051-5960
publishDate 2019-12-01
description 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.
topic Multiple sclerosis
Secondary progressive
Human brain lesions
Next-generation RNA sequencing
TGF-beta
CD26/DPP4
url https://doi.org/10.1186/s40478-019-0855-7
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