{"title":"脑整体活动和脑脊液流量的耦合作为脑淀粉样蛋白-β积累的潜在预测标志物。","authors":"Yuya Tanaka, Koji Kamagata, Yuya Saito, Kaito Takabayashi, Rinako Iseki, Wataru Uchida, Christina Andica, Akifumi Hagiwara, Akihiko Wada, Toshiaki Akashi, Osamu Abe, Shigeki Aoki","doi":"10.1016/j.tjpad.2025.100228","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Impaired cerebrospinal fluid (CSF) clearance is thought to contribute to amyloid-β (Aβ) accumulation in Alzheimer's disease (AD). Global brain activity-CSF flow coupling (gBOLD-CSF coupling), measured through resting-state functional MRI, reflects CSF clearance capacity. A higher coupling value indicates weaker coupling. Its potential as a predictive marker for Aβ accumulation remains unclear.</p><p><strong>Objectives: </strong>This study aims to determine whether weaker gBOLD-CSF coupling precedes Aβ accumulation in cognitively normal, Aβ-negative individuals and to explore its predictive potential for amyloid conversion.</p><p><strong>Design: </strong>A longitudinal observational study using Alzheimer's Disease Neuroimaging Initiative (ADNI) data.</p><p><strong>Setting: </strong>Data from ADNI-participating sites.</p><p><strong>Participants: </strong>16 cognitively normal participants, initially Aβ-negative: seven fast-converters (transitioned to Aβ-positive within two years) and nine slow-converters (remained Aβ-negative for at least two years).</p><p><strong>Measurements: </strong>gBOLD-CSF coupling was calculated as the Pearson correlation coefficient between global Blood-Oxygen-Level-Dependent (BOLD) and CSF inflow signals. Group differences in gBOLD-CSF coupling were analyzed, along with partial correlation analyses between gBOLD-CSF coupling and annual changes in Aβ biomarkers and cognitive scores.</p><p><strong>Results: </strong>Fast-converters showed significantly higher gBOLD-CSF coupling values, indicating weaker coupling (Cohen's d = 1.76, p = 0.012). Coupling values positively correlated with annual changes in Aβ-PET SUVR (r = 0.594, p = 0.054) and negatively with MoCA scores (r = -0.654, p = 0.021).</p><p><strong>Conclusion: </strong>Weaker gBOLD-CSF coupling precedes brain Aβ accumulation, indicating its potential as a predictive marker for amyloid conversion. Future studies should refine clinical thresholds for early intervention strategies in AD prevention.</p>","PeriodicalId":22711,"journal":{"name":"The Journal of Prevention of Alzheimer's Disease","volume":" ","pages":"100228"},"PeriodicalIF":4.3000,"publicationDate":"2025-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The coupling of global brain activity and cerebrospinal fluid flow as a potential predictive marker of brain amyloid-β accumulation.\",\"authors\":\"Yuya Tanaka, Koji Kamagata, Yuya Saito, Kaito Takabayashi, Rinako Iseki, Wataru Uchida, Christina Andica, Akifumi Hagiwara, Akihiko Wada, Toshiaki Akashi, Osamu Abe, Shigeki Aoki\",\"doi\":\"10.1016/j.tjpad.2025.100228\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Impaired cerebrospinal fluid (CSF) clearance is thought to contribute to amyloid-β (Aβ) accumulation in Alzheimer's disease (AD). Global brain activity-CSF flow coupling (gBOLD-CSF coupling), measured through resting-state functional MRI, reflects CSF clearance capacity. A higher coupling value indicates weaker coupling. Its potential as a predictive marker for Aβ accumulation remains unclear.</p><p><strong>Objectives: </strong>This study aims to determine whether weaker gBOLD-CSF coupling precedes Aβ accumulation in cognitively normal, Aβ-negative individuals and to explore its predictive potential for amyloid conversion.</p><p><strong>Design: </strong>A longitudinal observational study using Alzheimer's Disease Neuroimaging Initiative (ADNI) data.</p><p><strong>Setting: </strong>Data from ADNI-participating sites.</p><p><strong>Participants: </strong>16 cognitively normal participants, initially Aβ-negative: seven fast-converters (transitioned to Aβ-positive within two years) and nine slow-converters (remained Aβ-negative for at least two years).</p><p><strong>Measurements: </strong>gBOLD-CSF coupling was calculated as the Pearson correlation coefficient between global Blood-Oxygen-Level-Dependent (BOLD) and CSF inflow signals. Group differences in gBOLD-CSF coupling were analyzed, along with partial correlation analyses between gBOLD-CSF coupling and annual changes in Aβ biomarkers and cognitive scores.</p><p><strong>Results: </strong>Fast-converters showed significantly higher gBOLD-CSF coupling values, indicating weaker coupling (Cohen's d = 1.76, p = 0.012). Coupling values positively correlated with annual changes in Aβ-PET SUVR (r = 0.594, p = 0.054) and negatively with MoCA scores (r = -0.654, p = 0.021).</p><p><strong>Conclusion: </strong>Weaker gBOLD-CSF coupling precedes brain Aβ accumulation, indicating its potential as a predictive marker for amyloid conversion. Future studies should refine clinical thresholds for early intervention strategies in AD prevention.</p>\",\"PeriodicalId\":22711,\"journal\":{\"name\":\"The Journal of Prevention of Alzheimer's Disease\",\"volume\":\" \",\"pages\":\"100228\"},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2025-06-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Journal of Prevention of Alzheimer's Disease\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1016/j.tjpad.2025.100228\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BUSINESS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Journal of Prevention of Alzheimer's Disease","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1016/j.tjpad.2025.100228","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BUSINESS","Score":null,"Total":0}
引用次数: 0
摘要
背景:脑脊液(CSF)清除受损被认为有助于阿尔茨海默病(AD)中淀粉样蛋白-β (Aβ)的积累。通过静息状态功能MRI测量的脑活动-脑脊液流动耦合(gBOLD-CSF耦合)反映了脑脊液的清除能力。耦合值越高,表示耦合越弱。它作为a β积累的预测标志物的潜力尚不清楚。目的:本研究旨在确定在认知正常、Aβ阴性个体中,较弱的gBOLD-CSF偶联是否先于Aβ积累,并探讨其对淀粉样蛋白转化的预测潜力。设计:一项使用阿尔茨海默病神经影像学倡议(ADNI)数据的纵向观察研究。设置:来自adni参与站点的数据。参与者:16名认知正常的参与者,最初为a β阴性;7名快速转化者(两年内转变为a β阳性)和9名缓慢转化者(至少两年保持a β阴性)。测量方法:计算gBOLD-CSF耦合作为全球血氧水平依赖(BOLD)和CSF流入信号之间的Pearson相关系数。分析gBOLD-CSF偶联的组间差异,以及gBOLD-CSF偶联与Aβ生物标志物和认知评分的年度变化之间的部分相关分析。结果:快速转换器gBOLD-CSF耦合值显著升高,表明耦合较弱(Cohen’s d = 1.76, p = 0.012)。耦合值与Aβ-PET SUVR年际变化呈正相关(r = 0.594, p = 0.054),与MoCA评分呈负相关(r = -0.654, p = 0.021)。结论:较弱的gBOLD-CSF偶联先于脑a β积累,表明其可能作为淀粉样蛋白转化的预测标志物。未来的研究应进一步细化阿尔茨海默病预防早期干预策略的临床阈值。
The coupling of global brain activity and cerebrospinal fluid flow as a potential predictive marker of brain amyloid-β accumulation.
Background: Impaired cerebrospinal fluid (CSF) clearance is thought to contribute to amyloid-β (Aβ) accumulation in Alzheimer's disease (AD). Global brain activity-CSF flow coupling (gBOLD-CSF coupling), measured through resting-state functional MRI, reflects CSF clearance capacity. A higher coupling value indicates weaker coupling. Its potential as a predictive marker for Aβ accumulation remains unclear.
Objectives: This study aims to determine whether weaker gBOLD-CSF coupling precedes Aβ accumulation in cognitively normal, Aβ-negative individuals and to explore its predictive potential for amyloid conversion.
Design: A longitudinal observational study using Alzheimer's Disease Neuroimaging Initiative (ADNI) data.
Setting: Data from ADNI-participating sites.
Participants: 16 cognitively normal participants, initially Aβ-negative: seven fast-converters (transitioned to Aβ-positive within two years) and nine slow-converters (remained Aβ-negative for at least two years).
Measurements: gBOLD-CSF coupling was calculated as the Pearson correlation coefficient between global Blood-Oxygen-Level-Dependent (BOLD) and CSF inflow signals. Group differences in gBOLD-CSF coupling were analyzed, along with partial correlation analyses between gBOLD-CSF coupling and annual changes in Aβ biomarkers and cognitive scores.
Results: Fast-converters showed significantly higher gBOLD-CSF coupling values, indicating weaker coupling (Cohen's d = 1.76, p = 0.012). Coupling values positively correlated with annual changes in Aβ-PET SUVR (r = 0.594, p = 0.054) and negatively with MoCA scores (r = -0.654, p = 0.021).
Conclusion: Weaker gBOLD-CSF coupling precedes brain Aβ accumulation, indicating its potential as a predictive marker for amyloid conversion. Future studies should refine clinical thresholds for early intervention strategies in AD prevention.
期刊介绍:
The JPAD Journal of Prevention of Alzheimer’Disease will publish reviews, original research articles and short reports to improve our knowledge in the field of Alzheimer prevention including: neurosciences, biomarkers, imaging, epidemiology, public health, physical cognitive exercise, nutrition, risk and protective factors, drug development, trials design, and heath economic outcomes.JPAD will publish also the meeting abstracts from Clinical Trial on Alzheimer Disease (CTAD) and will be distributed both in paper and online version worldwide.We hope that JPAD with your contribution will play a role in the development of Alzheimer prevention.