Honing in on magnetic resonance imaging predictors of multiple sclerosis pathology

IF 5.8 2区 医学 Q1 CLINICAL NEUROLOGY
Brain Pathology Pub Date : 2023-08-30 DOI:10.1111/bpa.13209
Klaus Schmierer
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Given the heterogeneous nature of the tissue injury in MS, in terms of severity and timing, this is of significant interest for (i) the management of people with MS (pwMS) in clinical practice and (ii) the selection of outcomes in clinical trials.</p><p>However, very few biopsies are being undertaken to confirm a tissue diagnosis of MS or to assess specific lesion stages, and despite significant progress in the field of fluid biomarkers [<span>1</span>], magnetic resonance imaging (MRI) retains its pivotal role translating histological findings into MRI signals that can be measured repeatedly, over a virtually infinite number of time points.</p><p>The desire to directly correlate changes identified using MRI with their microscopic substrate in MS is not new [<span>2</span>]. However, the technology of both histology and MRI has significantly evolved including advances in co-registration of the two modalities—MRI and histology—from mere visual like-for-like matching, through the use of a stereotaxic frame system [<span>3</span>] to current state-of-the-art 3D printing technology using whole brain cutting boxes [<span>4</span>].</p><p>In this issue of Brain Pathology two international teams are taking us another step towards non-invasively dissecting specific microstructural features in post mortem MS brain, ultimately serving the prospect that the severity of lesions, nature of inflammation and, in particular, the degree of (re-) myelination can be inferred from quantitative MRI (qMRI) indices.</p><p>Galbusera and co-workers focus on patterns of qMRI measures to (i) try and distinguish histological lesion types, and (ii) explore the relationship between those qMRI measures and quantitative histological indices of myelin, axons, and astrogliosis [<span>5</span>]. For this purpose, they employed a total of six different qMRI techniques including proton density-weighted, quantitative T1 (qT1), magnetisation transfer ratio (MTR), myelin water fraction (MWF), susceptibility mapping (QSM), and diffusion-derived metrics, such as fractional anisotropy (FA) and radial diffusivity (RD), on three whole post mortem brains from pwMS who had passed away with a relapsing (2) and secondary progressive (1) clinical phenotype, respectively. After scanning, regions of interest were defined on 3D echo-planar MRI, which then guided tissue block dissection for immuno-/histochemistry. Lesion classification included active, chronic-active, inactive and remyelinated.</p><p>QSM, qT1 and—with some reservation due confounding by crossing fibres—RD came out on top distinguishing (i) active and (ii) remyelinated lesions versus the other lesion types. None of the MRI techniques employed was effectively separating inactive from chronic active lesions. However, both MTR and MWF were strong predictors of myelin in lesions whilst FA was modestly associated with axonal content, in both lesions (all types) and normal-appearing white matter (NAWM). Alongside the presence of iron-laden microglia/macrophages as the key substrate of paramagnetic rim lesions (PRL), Galbusera et al. confirmed the destructive nature of chronic active lesions compared to chronic lesions without rim, some of which displayed remyelination. Another interesting finding in their study was the association between MWF and astrocyte immunoreactivity, alongside extensive gliosis in remyelinated lesions. Evidence suggests a regulatory effect on microglial debris removal by astrocytes. Such removal is a likely precondition for successful remyelination.</p><p>The motivation for the study by Wiggermann and co-workers is two-fold. First, they are keen to validate the more recent 3D multi-echo T2 gradient-and spin-echo (GraSE) technique over the traditional spin-echo Carr–Purcell–Meiboom–Gill (CPMG) sequence for myelin water imaging (MWI), the main difference being that GraSE can be acquired in approximately half the time required for CPMG [<span>6</span>]. Whilst post mortem validation had been undertaken in the past for CPMG, this had not been the case for GraSE. For comparison with both MWI techniques, magnetisation transfer ratio (MTR), a widely used technique to quantify macromolecular water (and, by inference, the amount of macromolecules) was also acquired.</p><p>Second, and similar to Galbusera et al., Wiggermann are keen to classify MS lesions, and to detect various levels of myelin preservation and/or loss in lesions, diffusely abnormal and normal appearing white matter, using MRI [<span>6</span>]. Post-mortem brain samples of seven pwMS, all with a progressive MS phenotype, were used. For registration of histology sections treated with different (immuno-) stains, and histology-MRI matching, 2D FMRIB's Linear Image Registration Tool (FLIRT) and NitfyReg were employed. Regions of interest (ROI) were identified on histology sections and then mapped onto MRI.</p><p>Strong association was detected between (i) myelin content measured using optical density on luxol-fast blue stained sections and (ii) CPMG as well as GraSE suggesting both MWI techniques are useful substrates of myelin in the MS brain, with a time advantage of GraSE. That being said, the long-established ‘workhorse’ of macromolecular quantification, MTR, performed rather well as a marker of myelin content too. Though confounders of MTR in the MS brain, including oedema and inflammation, appear to be more numerous than for MWI, the most important source of variability—axonal count—is, as Wiggermann and co-workers rightly state, itself strongly associated with the amount of myelin. 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PRL have become a truly ‘hot topic’ in MS research given slow expansion of at least some PRL may contribute to ongoing axonal injury thereby driving chronic disease deterioration [<span>9</span>]. For several of the main disease-modifying drug makers in the field of MS, slowly expanding PRL and the activity state of microglia/macrophages have become a major focus in their argument underpinning the efficacy of Bruton tyrosine kinase (BTK) inhibitors in MS, a number of which are going to report phase III clinical trial data in the near future [<span>10</span>].</p><p>This is an invited commentary, which has been generated and finalised by the author with no external contributions.</p><p>I am the Chief Investigator of AttackMS (NCT05418010), which uses lesion magnetisation transfer ratio (MTR) as a co-primary outcome. 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引用次数: 0

Abstract

As our understanding of the mechanisms leading to tissue damage and repair in multiple sclerosis (MS) evolves, so does our desire to detect and monitor their structural and functional correlates in people with this chronic disease during life. Given the heterogeneous nature of the tissue injury in MS, in terms of severity and timing, this is of significant interest for (i) the management of people with MS (pwMS) in clinical practice and (ii) the selection of outcomes in clinical trials.

However, very few biopsies are being undertaken to confirm a tissue diagnosis of MS or to assess specific lesion stages, and despite significant progress in the field of fluid biomarkers [1], magnetic resonance imaging (MRI) retains its pivotal role translating histological findings into MRI signals that can be measured repeatedly, over a virtually infinite number of time points.

The desire to directly correlate changes identified using MRI with their microscopic substrate in MS is not new [2]. However, the technology of both histology and MRI has significantly evolved including advances in co-registration of the two modalities—MRI and histology—from mere visual like-for-like matching, through the use of a stereotaxic frame system [3] to current state-of-the-art 3D printing technology using whole brain cutting boxes [4].

In this issue of Brain Pathology two international teams are taking us another step towards non-invasively dissecting specific microstructural features in post mortem MS brain, ultimately serving the prospect that the severity of lesions, nature of inflammation and, in particular, the degree of (re-) myelination can be inferred from quantitative MRI (qMRI) indices.

Galbusera and co-workers focus on patterns of qMRI measures to (i) try and distinguish histological lesion types, and (ii) explore the relationship between those qMRI measures and quantitative histological indices of myelin, axons, and astrogliosis [5]. For this purpose, they employed a total of six different qMRI techniques including proton density-weighted, quantitative T1 (qT1), magnetisation transfer ratio (MTR), myelin water fraction (MWF), susceptibility mapping (QSM), and diffusion-derived metrics, such as fractional anisotropy (FA) and radial diffusivity (RD), on three whole post mortem brains from pwMS who had passed away with a relapsing (2) and secondary progressive (1) clinical phenotype, respectively. After scanning, regions of interest were defined on 3D echo-planar MRI, which then guided tissue block dissection for immuno-/histochemistry. Lesion classification included active, chronic-active, inactive and remyelinated.

QSM, qT1 and—with some reservation due confounding by crossing fibres—RD came out on top distinguishing (i) active and (ii) remyelinated lesions versus the other lesion types. None of the MRI techniques employed was effectively separating inactive from chronic active lesions. However, both MTR and MWF were strong predictors of myelin in lesions whilst FA was modestly associated with axonal content, in both lesions (all types) and normal-appearing white matter (NAWM). Alongside the presence of iron-laden microglia/macrophages as the key substrate of paramagnetic rim lesions (PRL), Galbusera et al. confirmed the destructive nature of chronic active lesions compared to chronic lesions without rim, some of which displayed remyelination. Another interesting finding in their study was the association between MWF and astrocyte immunoreactivity, alongside extensive gliosis in remyelinated lesions. Evidence suggests a regulatory effect on microglial debris removal by astrocytes. Such removal is a likely precondition for successful remyelination.

The motivation for the study by Wiggermann and co-workers is two-fold. First, they are keen to validate the more recent 3D multi-echo T2 gradient-and spin-echo (GraSE) technique over the traditional spin-echo Carr–Purcell–Meiboom–Gill (CPMG) sequence for myelin water imaging (MWI), the main difference being that GraSE can be acquired in approximately half the time required for CPMG [6]. Whilst post mortem validation had been undertaken in the past for CPMG, this had not been the case for GraSE. For comparison with both MWI techniques, magnetisation transfer ratio (MTR), a widely used technique to quantify macromolecular water (and, by inference, the amount of macromolecules) was also acquired.

Second, and similar to Galbusera et al., Wiggermann are keen to classify MS lesions, and to detect various levels of myelin preservation and/or loss in lesions, diffusely abnormal and normal appearing white matter, using MRI [6]. Post-mortem brain samples of seven pwMS, all with a progressive MS phenotype, were used. For registration of histology sections treated with different (immuno-) stains, and histology-MRI matching, 2D FMRIB's Linear Image Registration Tool (FLIRT) and NitfyReg were employed. Regions of interest (ROI) were identified on histology sections and then mapped onto MRI.

Strong association was detected between (i) myelin content measured using optical density on luxol-fast blue stained sections and (ii) CPMG as well as GraSE suggesting both MWI techniques are useful substrates of myelin in the MS brain, with a time advantage of GraSE. That being said, the long-established ‘workhorse’ of macromolecular quantification, MTR, performed rather well as a marker of myelin content too. Though confounders of MTR in the MS brain, including oedema and inflammation, appear to be more numerous than for MWI, the most important source of variability—axonal count—is, as Wiggermann and co-workers rightly state, itself strongly associated with the amount of myelin. Thus, the use of MTR in clinical trials focussing on myelin repair still appears justified [7]. There is additional food for thought in both papers, for example, that breast carcinoma-amplified sequence 1 (BCAS1) positivity appears to be not exclusive for remyelinating oligodendrocytes, but may also tag degenerating glial cells [6].

Both papers discussed here particularly highlight the need to further explore, in a larger sample, the nature and significance of PRL using QSM and other qMRI techniques given the current lead technology to detect PRL, positron emission tomography using the mitochondrial 18-kDa translocator protein ligand [8], whilst being highly tissue and cell type-specific, retains its well-known issues in terms of resolution and multiple time point testing in vivo. PRL have become a truly ‘hot topic’ in MS research given slow expansion of at least some PRL may contribute to ongoing axonal injury thereby driving chronic disease deterioration [9]. For several of the main disease-modifying drug makers in the field of MS, slowly expanding PRL and the activity state of microglia/macrophages have become a major focus in their argument underpinning the efficacy of Bruton tyrosine kinase (BTK) inhibitors in MS, a number of which are going to report phase III clinical trial data in the near future [10].

This is an invited commentary, which has been generated and finalised by the author with no external contributions.

I am the Chief Investigator of AttackMS (NCT05418010), which uses lesion magnetisation transfer ratio (MTR) as a co-primary outcome. AttackMS is a multicentre clinical trial of natalizumab in people with clinically isolated syndrome suggestive of multiple sclerosis (MS), and people with a first manifestation of MS. The trial is sponsored by Queen Mary University of London and funded by Biogen Idec Limited, UK. I have received honoraria for presentations and advisory activities on BTK inhibitors from Merck and Sanofi.

深入研究多发性硬化症病理的磁共振成像预测因素。
随着我们对多发性硬化症(MS)中导致组织损伤和修复机制的理解不断发展,我们也希望在患有这种慢性疾病的人群中检测和监测其结构和功能相关性。鉴于多发性硬化症组织损伤的异质性,在严重程度和时间方面,这对于(i)临床实践中多发性硬化症(pwMS)患者的管理和(ii)临床试验结果的选择具有重要意义。然而,很少进行活检来确认MS的组织诊断或评估特定的病变阶段,尽管液体生物标志物领域取得了重大进展[1],但磁共振成像(MRI)仍然发挥着关键作用,将组织学发现转化为MRI信号,可以在几乎无限多个时间点上重复测量。将MRI发现的变化与其在MS中的微观底物直接联系起来的愿望并不新鲜[2]。然而,组织学和MRI的技术都有了显著的发展,包括两种模式(MRI和组织学)的共同登记的进步,从单纯的视觉相似匹配,通过使用立体定位框架系统[3],到目前最先进的使用全脑切割盒的3D打印技术[4]。在这一期的《脑病理学》杂志上,两个国际团队向非侵入性解剖死后MS大脑的特定微观结构特征又迈进了一步,最终为病灶的严重程度、炎症的性质,特别是髓鞘形成的程度可以从定量MRI (qMRI)指数中推断出来。Galbusera等人专注于qMRI测量模式,以(i)尝试和区分组织学病变类型,(ii)探索这些qMRI测量与髓磷脂、轴突和星形胶质细胞形成的定量组织学指标之间的关系[5]。为此,他们采用了总共六种不同的qMRI技术,包括质子密度加权、定量T1 (qT1)、磁化传递比(MTR)、髓鞘水分数(MWF)、敏感性图谱(QSM)和扩散衍生指标,如分数各向异性(FA)和径向扩散率(RD),分别对患有复发性(2)和继发性进行性(1)临床表型的pwMS的三个完整的死后大脑进行了研究。扫描后,在三维回声平面MRI上定义感兴趣的区域,然后指导组织块解剖进行免疫/组织化学。病变类型包括活动性、慢性活动性、非活动性和再髓化。QSM、qT1和rd(由于交叉纤维混淆而有所保留)在区分(i)活动性和(ii)髓鞘再化病变与其他病变类型方面居首位。没有一种MRI技术能够有效地将非活动性病变与慢性活动性病变区分开来。然而,MTR和MWF都是病变中髓磷脂的强预测因子,而FA在两种病变(所有类型)和正常白质(NAWM)中与轴突含量适度相关。除了含铁小胶质细胞/巨噬细胞作为顺磁边缘病变(PRL)的关键底物外,Galbusera等人还证实,与无边缘的慢性病变相比,慢性活动性病变具有破坏性,其中一些病变表现为髓鞘再生。在他们的研究中,另一个有趣的发现是MWF与星形胶质细胞免疫反应性之间的联系,以及在髓鞘再生病变中广泛的胶质瘤。有证据表明它对星形胶质细胞清除小胶质碎片有调节作用。这种去除可能是成功的髓鞘再生的先决条件。维格曼及其同事进行这项研究的动机有两个方面。首先,他们热衷于验证最新的3D多回波T2梯度和自旋回波(GraSE)技术,而不是传统的自旋回波carr - purcell - meiboomm - gill (CPMG)序列用于髓鞘水成像(MWI),主要区别在于GraSE可以在CPMG所需的大约一半时间内获得[6]。虽然CPMG在过去已经进行了事后验证,但GraSE并没有这样做。为了与两种MWI技术进行比较,还获得了磁化传递比(MTR),这是一种广泛用于量化大分子水(以及由此推断的大分子数量)的技术。其次,与Galbusera等人类似,Wiggermann热衷于对MS病变进行分类,并利用MRI检测病变中不同程度的髓磷脂保存和/或损失、弥散性异常和正常表现的白质[6]。研究人员使用了7例晚期多发性硬化症患者的死后脑样本,这些患者均为进行性多发性硬化症表型。使用二维FMRIB的线性图像配准工具(FLIRT)和NitfyReg对不同(免疫)染色处理的组织学切片进行配准,并进行组织学- mri匹配。在组织学切片上确定感兴趣区域(ROI),然后映射到MRI上。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Brain Pathology
Brain Pathology 医学-病理学
CiteScore
13.20
自引率
3.10%
发文量
90
审稿时长
6-12 weeks
期刊介绍: Brain Pathology is the journal of choice for biomedical scientists investigating diseases of the nervous system. The official journal of the International Society of Neuropathology, Brain Pathology is a peer-reviewed quarterly publication that includes original research, review articles and symposia focuses on the pathogenesis of neurological disease.
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