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比较群组水平和个体化脑区在阿尔茨海默病纵向 Tau 正电子发射断层扫描中测量变化的价值。

Comparison of Group-Level and Individualized Brain Regions for Measuring Change in Longitudinal Tau Positron Emission Tomography in Alzheimer Disease.

机构信息

Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Malmö, Sweden.

Penn/CHOP Lifespan Brain Institute, University of Pennsylvania, Philadelphia.

出版信息

JAMA Neurol. 2023 Jun 1;80(6):614-623. doi: 10.1001/jamaneurol.2023.1067.

DOI:10.1001/jamaneurol.2023.1067
PMID:37155176
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10167602/
Abstract

IMPORTANCE

Longitudinal tau positron emission tomography (PET) is a relevant outcome in clinical trials evaluating disease-modifying therapies in Alzheimer disease (AD). A key unanswered question is whether the use of participant-specific (individualized) regions of interest (ROIs) is superior to conventional approaches where the same ROI (group-level) is used for each participant.

OBJECTIVE

To compare group- and participant-level ROIs in participants at different stages of the AD clinical continuum in terms of annual percentage change in tau-PET standardized uptake value ratio (SUVR) and sample size requirements.

DESIGN, SETTING, AND PARTICIPANTS: This was a longitudinal cohort study with consecutive participant enrollment between September 18, 2017, and November 15, 2021. Included in the analysis were participants with mild cognitive impairment and AD dementia from the prospective and longitudinal Swedish Biomarkers For Identifying Neurodegenerative Disorders Early and Reliably 2 (BioFINDER-2) study; in addition, a validation sample (the AVID 05e, Expedition-3, Alzheimer's Disease Neuroimaging Initiative [ADNI], and BioFINDER-1 study cohorts) was also included.

EXPOSURES

Tau PET (BioFINDER-2, [18F]RO948; validation sample, [18F]flortaucipir), 7 group-level (5 data-driven stages, meta-temporal, whole brain), and 5 individualized ROIs.

MAIN OUTCOMES AND MEASURES

Annual percentage change in tau-PET SUVR across ROIs. Sample size requirements in simulated clinical trials using tau PET as an outcome were also calculated.

RESULTS

A total of 215 participants (mean [SD] age, 71.4 (7.5) years; 111 male [51.6%]) from the BioFINDER-2 study were included in this analysis: 97 amyloid-β (Aβ)-positive cognitively unimpaired (CU) individuals, 77 with Aβ-positive mild cognitive impairment (MCI), and 41 with AD dementia. In the validation sample were 137 Aβ-positive CU participants, 144 with Aβ-positive MCI, and 125 with AD dementia. Mean (SD) follow-up time was 1.8 (0.3) years. Using group-level ROIs, the largest annual percentage increase in tau-PET SUVR in Aβ-positive CU individuals was seen in a composite ROI combining the entorhinal cortex, hippocampus, and amygdala (4.29%; 95% CI, 3.42%-5.16%). In individuals with Aβ-positive MCI, the greatest change was seen in the temporal cortical regions (5.82%; 95% CI, 4.67%-6.97%), whereas in those with AD dementia, the greatest change was seen in the parietal regions (5.22%; 95% CI, 3.95%-6.49%). Significantly higher estimates of annual percentage change were found using several of the participant-specific ROIs. Importantly, the simplest participant-specific approach, where change in tau PET was calculated in an ROI that best matched the participant's data-driven disease stage, performed best in all 3 subgroups. For the power analysis, sample size reductions for the participant-specific ROIs ranged from 15.94% (95% CI, 8.14%-23.74%) to 72.10% (95% CI, 67.10%-77.20%) compared with the best-performing group-level ROIs. Findings were replicated using [18F]flortaucipir.

CONCLUSIONS AND RELEVANCE

Finding suggest that certain individualized ROIs carry an advantage over group-level ROIs for assessing longitudinal tau changes and increase the power to detect treatment effects in AD clinical trials using longitudinal tau PET as an outcome.

摘要

重要性

纵向 tau 正电子发射断层扫描 (PET) 是评估阿尔茨海默病 (AD) 疾病修饰疗法的临床试验中的重要结果。一个关键的未解决问题是,使用参与者特异性 (个体化) 感兴趣区域 (ROI) 是否优于传统方法,即对每个参与者使用相同的 ROI (组水平)。

目的

比较不同 AD 临床连续体阶段的参与者的组水平和个体水平 ROI 在 tau-PET 标准化摄取比值 (SUVR) 的年百分比变化和样本量需求方面的差异。

设计、地点和参与者:这是一项纵向队列研究,参与者于 2017 年 9 月 18 日至 2021 年 11 月 15 日连续入组。分析纳入了前瞻性和纵向瑞典生物标志物早期和可靠地识别神经退行性疾病 2 (BioFINDER-2) 研究中的轻度认知障碍和 AD 痴呆患者;此外,还纳入了验证样本(AVID 05e、远征 3、阿尔茨海默病神经影像学倡议 [ADNI] 和 BioFINDER-1 研究队列)。

暴露因素

tau PET(BioFINDER-2,[18F]RO948;验证样本,[18F]flortaucipir),7 个组水平(5 个数据驱动阶段、meta-temporal、全脑)和 5 个个体化 ROI。

主要观察指标和测量方法

使用 ROI 评估 tau-PET SUVR 的年百分比变化。还计算了使用 tau PET 作为结果的模拟临床试验中的样本量需求。

结果

本研究共纳入了 215 名来自 BioFINDER-2 研究的参与者(平均[标准差]年龄,71.4[7.5]岁;111 名男性[51.6%]):97 名 Aβ-阳性认知正常(CU)个体,77 名 Aβ-阳性轻度认知障碍(MCI)患者,41 名 AD 痴呆患者。验证样本包括 137 名 Aβ-阳性 CU 参与者,144 名 Aβ-阳性 MCI 患者,125 名 AD 痴呆患者。平均(标准差)随访时间为 1.8(0.3)年。使用组水平 ROI,Aβ-阳性 CU 个体中 tau-PET SUVR 的年百分比增加最大的是包含内嗅皮层、海马体和杏仁核的复合 ROI(4.29%;95%CI,3.42%-5.16%)。在 Aβ-阳性 MCI 患者中,变化最大的是颞叶皮质区域(5.82%;95%CI,4.67%-6.97%),而在 AD 痴呆患者中,变化最大的是顶叶区域(5.22%;95%CI,3.95%-6.49%)。使用几个个体化 ROI 时,发现 tau-PET 年百分比变化的估计值显著更高。重要的是,最简单的个体化方法是在与参与者数据驱动疾病阶段最匹配的 ROI 中计算 tau PET 的变化,在所有 3 个亚组中表现最佳。对于功效分析,与表现最佳的组水平 ROI 相比,个体化 ROI 的样本量减少范围为 15.94%(95%CI,8.14%-23.74%)至 72.10%(95%CI,67.10%-77.20%)。使用[18F]flortaucipir 进行了复制。

结论和相关性

这些发现表明,在使用纵向 tau PET 作为结果评估 AD 临床试验中的纵向 tau 变化并增加检测治疗效果的功效方面,某些个体化 ROI 比组水平 ROI 具有优势。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3f9/10167602/270b8db66589/jamaneurol-e231067-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3f9/10167602/bd91f9ac8ab9/jamaneurol-e231067-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3f9/10167602/6b0b1a73d01f/jamaneurol-e231067-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3f9/10167602/8bb287ba0590/jamaneurol-e231067-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3f9/10167602/270b8db66589/jamaneurol-e231067-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3f9/10167602/bd91f9ac8ab9/jamaneurol-e231067-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3f9/10167602/6b0b1a73d01f/jamaneurol-e231067-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3f9/10167602/8bb287ba0590/jamaneurol-e231067-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3f9/10167602/270b8db66589/jamaneurol-e231067-g004.jpg

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