Monitoring multiple sclerosis: digital and fluid phase biomarkers.

IF 4.1 2区 医学 Q1 CLINICAL NEUROLOGY
Current Opinion in Neurology Pub Date : 2025-06-01 Epub Date: 2025-03-28 DOI:10.1097/WCO.0000000000001365
Kayla Ward, Stephen Reddel, Letizia Leocani, Michael Barnett
{"title":"Monitoring multiple sclerosis: digital and fluid phase biomarkers.","authors":"Kayla Ward, Stephen Reddel, Letizia Leocani, Michael Barnett","doi":"10.1097/WCO.0000000000001365","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose of review: </strong>Monitoring of disease activity and treatment response in multiple sclerosis (MS) currently relies on the integration of qualitative clinical and radiological data that is of limited predictive value. An array of quantitative digital and fluid biomarkers, many on the cusp of broad clinical translation, is expected to herald a new era of data-driven therapeutic strategy, particularly with respect to the sequencing of disease-modifying therapies (DMTs). Available highly-effective DMTs, which largely abolish acute inflammatory activity in early, relapsing MS, have a limited impact on progressive MS disease biology. However, robust digital and fluid biomarkers of progression independent of relapse activity (PIRA) have emerged as a major unmet need, fuelled by the imminent availability of treatments that target pathomechanisms such as chronic active or smouldering brain inflammation.</p><p><strong>Recent findings: </strong>The criteria for MS diagnosis incorporate both imaging and cerebrospinal fluid (CSF) biomarkers of the disease, which lacks a single diagnostic 'test'. The recent validation of objective and quantitative CSF biomarkers, such as the k-FLC index, promises to improve diagnostic accuracy, particularly in patients with atypical or minor imaging changes. Precision monitoring of disease and is response to therapy is being transformed by the advent of clinically integrated, quantitative digital imaging tools; digital wearables and patient reported outcomes, including cognitive batteries delivered on personal devices; and an array of ultra-sensitive, readily-obtained serum fluid biomarkers that indicate the severity of tissue injury in MS. The promise of data-driven therapeutic strategy is being further explored in multimodal digital/fluid and digital twin biomarker studies that incorporate predictive artificial intelligence algorithms.</p><p><strong>Summary: </strong>Here, we review the key near-term biomarkers that will guide individualised therapy for people with MS, targeting no evidence of disease activity (NEDA) in both early relapsing and established disease. In the medium term, composite digital and fluid biomarkers, integrated with clinical outcomes and underpinned by predictive artificial intelligence will have a transformative effect on the management of MS.</p>","PeriodicalId":11059,"journal":{"name":"Current Opinion in Neurology","volume":" ","pages":"243-248"},"PeriodicalIF":4.1000,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Opinion in Neurology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/WCO.0000000000001365","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/3/28 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose of review: Monitoring of disease activity and treatment response in multiple sclerosis (MS) currently relies on the integration of qualitative clinical and radiological data that is of limited predictive value. An array of quantitative digital and fluid biomarkers, many on the cusp of broad clinical translation, is expected to herald a new era of data-driven therapeutic strategy, particularly with respect to the sequencing of disease-modifying therapies (DMTs). Available highly-effective DMTs, which largely abolish acute inflammatory activity in early, relapsing MS, have a limited impact on progressive MS disease biology. However, robust digital and fluid biomarkers of progression independent of relapse activity (PIRA) have emerged as a major unmet need, fuelled by the imminent availability of treatments that target pathomechanisms such as chronic active or smouldering brain inflammation.

Recent findings: The criteria for MS diagnosis incorporate both imaging and cerebrospinal fluid (CSF) biomarkers of the disease, which lacks a single diagnostic 'test'. The recent validation of objective and quantitative CSF biomarkers, such as the k-FLC index, promises to improve diagnostic accuracy, particularly in patients with atypical or minor imaging changes. Precision monitoring of disease and is response to therapy is being transformed by the advent of clinically integrated, quantitative digital imaging tools; digital wearables and patient reported outcomes, including cognitive batteries delivered on personal devices; and an array of ultra-sensitive, readily-obtained serum fluid biomarkers that indicate the severity of tissue injury in MS. The promise of data-driven therapeutic strategy is being further explored in multimodal digital/fluid and digital twin biomarker studies that incorporate predictive artificial intelligence algorithms.

Summary: Here, we review the key near-term biomarkers that will guide individualised therapy for people with MS, targeting no evidence of disease activity (NEDA) in both early relapsing and established disease. In the medium term, composite digital and fluid biomarkers, integrated with clinical outcomes and underpinned by predictive artificial intelligence will have a transformative effect on the management of MS.

监测多发性硬化症:数字和流体相生物标志物。
综述的目的:目前,对多发性硬化症(MS)疾病活动和治疗反应的监测主要依赖于定性临床和放射学数据的整合,这些数据的预测价值有限。一系列定量数字和体液生物标记物(其中许多即将广泛应用于临床)有望开创一个数据驱动治疗策略的新时代,尤其是在疾病改变疗法(DMT)的排序方面。现有的高效 DMTs 在很大程度上能消除早期复发性多发性硬化症的急性炎症活动,但对进展期多发性硬化症的疾病生物学影响有限。然而,由于针对慢性活动性或淤积性脑部炎症等病理机制的治疗方法即将问世,独立于复发活动(PIRA)的强有力的进展性数字和液体生物标志物已成为一项尚未满足的重大需求:多发性硬化症的诊断标准包括影像学和脑脊液(CSF)生物标志物,缺乏单一的诊断 "测试"。最近对客观和定量脑脊液生物标志物(如 k-FLC 指数)的验证有望提高诊断的准确性,尤其是对影像学改变不典型或轻微的患者。临床综合定量数字成像工具、数字可穿戴设备和患者报告结果(包括通过个人设备提供的认知电池)以及一系列可显示多发性硬化症组织损伤严重程度的超灵敏、可随时获取的血清液生物标志物的出现,正在改变疾病的精确监测和对治疗的反应。摘要:在此,我们回顾了近期将指导多发性硬化症患者个体化治疗的关键生物标志物,其目标是早期复发和已确诊疾病的无疾病活动证据(NEDA)。从中期来看,数字和液体复合生物标志物与临床结果相结合,并以预测性人工智能为基础,将对多发性硬化症的治疗产生变革性影响。
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
Current Opinion in Neurology
Current Opinion in Neurology 医学-临床神经学
CiteScore
8.60
自引率
0.00%
发文量
174
审稿时长
6-12 weeks
期刊介绍: ​​​​​​​​Current Opinion in Neurology is a highly regarded journal offering insightful editorials and on-the-mark invited reviews; covering key subjects such as cerebrovascular disease, developmental disorders, neuroimaging and demyelinating diseases. Published bimonthly, each issue of Current Opinion in Neurology introduces world renowned guest editors and internationally recognized academics within the neurology field, delivering a widespread selection of expert assessments on the latest developments from the most recent literature.
×
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