Peak width of skeletonized mean diffusivity as a biomarker of small vessel disease in predementia Alzheimer's disease

IF 1.9 Q3 CLINICAL NEUROLOGY
Jonas Jarholm , Sandra Tecelão , Lene Pålhaugen , Atle Bjørnerud , Bjørn Eivind Kirsebom , Tormod Fladby , Per Selnes
{"title":"Peak width of skeletonized mean diffusivity as a biomarker of small vessel disease in predementia Alzheimer's disease","authors":"Jonas Jarholm ,&nbsp;Sandra Tecelão ,&nbsp;Lene Pålhaugen ,&nbsp;Atle Bjørnerud ,&nbsp;Bjørn Eivind Kirsebom ,&nbsp;Tormod Fladby ,&nbsp;Per Selnes","doi":"10.1016/j.cccb.2024.100303","DOIUrl":null,"url":null,"abstract":"<div><h3>Introduction</h3><p>Alzheimer's disease (AD) and cerebral small vessel disease (SVD) frequently coexist, and increasing evidence suggest that microvascular changes may be related to AD pathology. SVD is however heterogeneously expressed on magnetic resonance imaging (MRI), and several novel methods can determine different aspects of vascular pathology. These methods need to be explored properly in clinical AD cohorts to better understand the link between AD and SVD, and could possibly be included in the staging and diagnostics of AD.</p></div><div><h3>Methods</h3><p>588 subjects were included from the Norwegian Dementia Disease initiation (DDI) cohort, longitudinal data was available for 285 subjects. Subjects underwent clinical examination including lumbar puncture, and were classified according to the A/T/N-system into the following groups: A-/T-/N- (N=208), A-/T+/N± (N=11), A+/T-/N- (N=75)and A+/T+/N±(N=157) according to positive (+) or negative (-) values of cerebrospinal fluid (CSF) amyloid-β42/40-ratio (A), phosphorylated-tau (T) and total-tau (N)). We used Peak width of skeletonized mean diffusivity (PSMD), a novel MRI Diffusion Tensor Imaging (DTI) method for determination of global SVD-burden based on an automated algorithm (5). We used a mixed linear regression model to determine baseline and longitudinal differences in PSMD across A/T/N-classified subjects in a predementia cohort, adjusted for subject and scanner as a random effect.</p></div><div><h3>Results</h3><p>Compared to A-/T-/N- at baseline, we found significantly larger SVD burden in A+/T-/N- compared to A-/T-/N- (p&lt;0.05). Longitudinally, we found a significantly greater increase in SVD burden measured by PSMD in A+/T+/N± compared to A-/T-/N- (p&lt;0.001).</p></div><div><h3>Discussion</h3><p>Our findings indicate that PSMD reflects AD-related SVD. Notably, SVD burden increased markedly in in A+/T+/N± subjects, compared to biomarker-negative subjects. These microvascular alterations may be subsequent events following the formation of amyloid and neurofibrillary tangle pathology. Our findings thereby contribute to the growing body of evidence linking AD pathology and SVD. Further exploration of this connection via CSF candidate biomarkers reflecting vascular pathology is warranted for a deeper understanding of these intertwined pathologies.</p></div>","PeriodicalId":72549,"journal":{"name":"Cerebral circulation - cognition and behavior","volume":"6 ","pages":"Article 100303"},"PeriodicalIF":1.9000,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666245024001041/pdfft?md5=d3d4e67285fedc575467951c3da11434&pid=1-s2.0-S2666245024001041-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cerebral circulation - cognition and behavior","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666245024001041","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Introduction

Alzheimer's disease (AD) and cerebral small vessel disease (SVD) frequently coexist, and increasing evidence suggest that microvascular changes may be related to AD pathology. SVD is however heterogeneously expressed on magnetic resonance imaging (MRI), and several novel methods can determine different aspects of vascular pathology. These methods need to be explored properly in clinical AD cohorts to better understand the link between AD and SVD, and could possibly be included in the staging and diagnostics of AD.

Methods

588 subjects were included from the Norwegian Dementia Disease initiation (DDI) cohort, longitudinal data was available for 285 subjects. Subjects underwent clinical examination including lumbar puncture, and were classified according to the A/T/N-system into the following groups: A-/T-/N- (N=208), A-/T+/N± (N=11), A+/T-/N- (N=75)and A+/T+/N±(N=157) according to positive (+) or negative (-) values of cerebrospinal fluid (CSF) amyloid-β42/40-ratio (A), phosphorylated-tau (T) and total-tau (N)). We used Peak width of skeletonized mean diffusivity (PSMD), a novel MRI Diffusion Tensor Imaging (DTI) method for determination of global SVD-burden based on an automated algorithm (5). We used a mixed linear regression model to determine baseline and longitudinal differences in PSMD across A/T/N-classified subjects in a predementia cohort, adjusted for subject and scanner as a random effect.

Results

Compared to A-/T-/N- at baseline, we found significantly larger SVD burden in A+/T-/N- compared to A-/T-/N- (p<0.05). Longitudinally, we found a significantly greater increase in SVD burden measured by PSMD in A+/T+/N± compared to A-/T-/N- (p<0.001).

Discussion

Our findings indicate that PSMD reflects AD-related SVD. Notably, SVD burden increased markedly in in A+/T+/N± subjects, compared to biomarker-negative subjects. These microvascular alterations may be subsequent events following the formation of amyloid and neurofibrillary tangle pathology. Our findings thereby contribute to the growing body of evidence linking AD pathology and SVD. Further exploration of this connection via CSF candidate biomarkers reflecting vascular pathology is warranted for a deeper understanding of these intertwined pathologies.

作为痴呆前期阿尔茨海默病小血管疾病生物标志物的骨架化平均扩散率峰值宽度
导言阿尔茨海默病(AD)和脑小血管病(SVD)经常并存,越来越多的证据表明,微血管病变可能与 AD 病理有关。然而,SVD 在磁共振成像(MRI)上的表现是异质性的,有几种新方法可以确定血管病理学的不同方面。这些方法需要在临床AD队列中进行适当的探索,以更好地了解AD与SVD之间的联系,并有可能被纳入AD的分期和诊断中。方法从挪威痴呆症疾病启动(DDI)队列中纳入588名受试者,其中285名受试者有纵向数据。受试者接受了包括腰椎穿刺在内的临床检查,并根据A/T/N-系统分为以下几组:根据脑脊液(CSF)中淀粉样蛋白-β42/40-比率(A)、磷酸化-tau(T)和总-tau(N)的阳性(+)或阴性(-)值,将受试者分为以下几组:A-/T-/N-(N=208)、A-/T+/N±(N=11)、A+/T-/N-(N=75)和A+/T+/N±(N=157)。我们使用了骨架化平均扩散率峰值宽度(PSMD),这是一种基于自动算法(5)的新型 MRI 扩散张量成像(DTI)方法,用于确定全球 SVD 负担。我们使用混合线性回归模型来确定痴呆前期队列中A/T/N分类受试者PSMD的基线和纵向差异,并将受试者和扫描仪作为随机效应进行调整。结果与基线时的A-/T-/N-相比,我们发现A+/T-/N-的SVD负担明显大于A-/T-/N-(p<0.05)。讨论我们的研究结果表明,PSMD 反映了与 AD 相关的 SVD。值得注意的是,与生物标志物阴性的受试者相比,A+/T+/N± 受试者的 SVD 负荷明显增加。这些微血管改变可能是淀粉样蛋白和神经纤维缠结病理形成后的后续事件。我们的研究结果为越来越多的证据证明AD病理和SVD之间的联系做出了贡献。我们有必要通过反映血管病理学的 CSF 候选生物标志物来进一步探索这种联系,以便更深入地了解这些相互交织的病理现象。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Cerebral circulation - cognition and behavior
Cerebral circulation - cognition and behavior Neurology, Clinical Neurology
CiteScore
2.00
自引率
0.00%
发文量
0
审稿时长
14 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信