Cross-Sectional Brain Age Assessments Are Limited in Predicting Future Brain Change

IF 3.5 2区 医学 Q1 NEUROIMAGING
Max Korbmacher, Didac Vidal-Pineiro, Meng-Yun Wang, Dennis van der Meer, Thomas Wolfers, Hajer Nakua, Eli Eikefjord, Ole A. Andreassen, Lars T. Westlye, Ivan I. Maximov
{"title":"Cross-Sectional Brain Age Assessments Are Limited in Predicting Future Brain Change","authors":"Max Korbmacher,&nbsp;Didac Vidal-Pineiro,&nbsp;Meng-Yun Wang,&nbsp;Dennis van der Meer,&nbsp;Thomas Wolfers,&nbsp;Hajer Nakua,&nbsp;Eli Eikefjord,&nbsp;Ole A. Andreassen,&nbsp;Lars T. Westlye,&nbsp;Ivan I. Maximov","doi":"10.1002/hbm.70203","DOIUrl":null,"url":null,"abstract":"<p>The concept of brain age (BA) describes an integrative imaging marker of brain health, often suggested to reflect aging processes. However, the degree to which cross-sectional MRI features, including BA, reflect past, ongoing, and future brain changes across different tissue types from macro- to microstructure remains controversial. Here, we use multimodal imaging data of 39,325 UK Biobank participants, aged 44–82 years at baseline and 2,520 follow-ups within 1.12–6.90 years to examine BA changes and their relationship to anatomical brain changes. We find insufficient evidence to conclude that BA reflects the rate of brain aging. However, modality-specific differences in brain ages reflect the state of the brain, highlighting diffusion and multimodal MRI brain age as potentially useful cross-sectional markers.</p>","PeriodicalId":13019,"journal":{"name":"Human Brain Mapping","volume":"46 6","pages":""},"PeriodicalIF":3.5000,"publicationDate":"2025-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/hbm.70203","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Human Brain Mapping","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/hbm.70203","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"NEUROIMAGING","Score":null,"Total":0}
引用次数: 0

Abstract

The concept of brain age (BA) describes an integrative imaging marker of brain health, often suggested to reflect aging processes. However, the degree to which cross-sectional MRI features, including BA, reflect past, ongoing, and future brain changes across different tissue types from macro- to microstructure remains controversial. Here, we use multimodal imaging data of 39,325 UK Biobank participants, aged 44–82 years at baseline and 2,520 follow-ups within 1.12–6.90 years to examine BA changes and their relationship to anatomical brain changes. We find insufficient evidence to conclude that BA reflects the rate of brain aging. However, modality-specific differences in brain ages reflect the state of the brain, highlighting diffusion and multimodal MRI brain age as potentially useful cross-sectional markers.

Abstract Image

横断面脑年龄评估在预测未来大脑变化方面是有限的
脑年龄(BA)的概念描述了大脑健康的综合成像标记,通常被认为反映了衰老过程。然而,包括脑年龄在内的横断面核磁共振成像特征在多大程度上反映了不同组织类型从宏观到微观结构的过去、现在和未来的脑部变化仍存在争议。在这里,我们使用了英国生物库中 39325 名参与者的多模态成像数据,这些参与者的基线年龄为 44-82 岁,并在 1.12-6.90 年间进行了 2520 次随访,以研究 BA 变化及其与大脑解剖变化之间的关系。我们发现没有足够的证据可以得出结论认为 BA 反映了大脑衰老的速度。然而,脑年龄的模式特异性差异反映了大脑的状态,突出表明弥散和多模式磁共振成像脑年龄是潜在有用的横断面标记。
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
Human Brain Mapping
Human Brain Mapping 医学-核医学
CiteScore
8.30
自引率
6.20%
发文量
401
审稿时长
3-6 weeks
期刊介绍: Human Brain Mapping publishes peer-reviewed basic, clinical, technical, and theoretical research in the interdisciplinary and rapidly expanding field of human brain mapping. The journal features research derived from non-invasive brain imaging modalities used to explore the spatial and temporal organization of the neural systems supporting human behavior. Imaging modalities of interest include positron emission tomography, event-related potentials, electro-and magnetoencephalography, magnetic resonance imaging, and single-photon emission tomography. Brain mapping research in both normal and clinical populations is encouraged. Article formats include Research Articles, Review Articles, Clinical Case Studies, and Technique, as well as Technological Developments, Theoretical Articles, and Synthetic Reviews. Technical advances, such as novel brain imaging methods, analyses for detecting or localizing neural activity, synergistic uses of multiple imaging modalities, and strategies for the design of behavioral paradigms and neural-systems modeling are of particular interest. The journal endorses the propagation of methodological standards and encourages database development in the field of human brain mapping.
×
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