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采用经验性预定义统计感兴趣区评估的可能阿尔茨海默病和遗忘型轻度认知障碍的 12 个月代谢衰退:来自阿尔茨海默病神经影像学倡议的研究结果。

Twelve-month metabolic declines in probable Alzheimer's disease and amnestic mild cognitive impairment assessed using an empirically pre-defined statistical region-of-interest: findings from the Alzheimer's Disease Neuroimaging Initiative.

机构信息

Banner Alzheimer's Institute and Banner Good Samaritan PET Center, Phoenix, AZ, USA.

出版信息

Neuroimage. 2010 Jun;51(2):654-64. doi: 10.1016/j.neuroimage.2010.02.064. Epub 2010 Mar 2.

DOI:10.1016/j.neuroimage.2010.02.064
PMID:20202480
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2856742/
Abstract

Alzheimer's disease (AD) is characterized by specific and progressive reductions in fluorodeoxyglucose positron emission tomography (FDG PET) measurements of the cerebral metabolic rate for glucose (CMRgl), some of which may precede the onset of symptoms. In this report, we describe twelve-month CMRgl declines in 69 probable AD patients, 154 amnestic mild cognitive impairment (MCI) patients, and 79 cognitively normal controls (NCs) from the AD Neuroimaging Initiative (ADNI) using statistical parametric mapping (SPM). We introduce the use of an empirically pre-defined statistical region-of-interest (sROI) to characterize CMRgl declines with optimal power and freedom from multiple comparisons, and we estimate the number of patients needed to characterize AD-slowing treatment effects in multi-center randomized clinical trials (RCTs). The AD and MCI groups each had significant twelve-month CMRgl declines bilaterally in posterior cingulate, medial and lateral parietal, medial and lateral temporal, frontal and occipital cortex, which were significantly greater than those in the NC group and correlated with measures of clinical decline. Using sROIs defined based on training sets of baseline and follow-up images to assess CMRgl declines in independent test sets from each patient group, we estimate the need for 66 AD patients or 217 MCI patients per treatment group to detect a 25% AD-slowing treatment effect in a twelve-month, multi-center RCT with 80% power and two-tailed alpha=0.05, roughly one-tenth the number of the patients needed to study MCI patients using clinical endpoints. Our findings support the use of FDG PET, brain-mapping algorithms and empirically pre-defined sROIs in RCTs of AD-slowing treatments.

摘要

阿尔茨海默病(AD)的特点是氟脱氧葡萄糖正电子发射断层扫描(FDG PET)测量的脑葡萄糖代谢率(CMRgl)有特定的、进行性的降低,其中一些可能在症状出现之前就已经发生了。在本报告中,我们使用统计参数映射(SPM)描述了来自 AD 神经影像学倡议(ADNI)的 69 名可能的 AD 患者、154 名遗忘型轻度认知障碍(MCI)患者和 79 名认知正常对照(NC)的 12 个月 CMRgl 下降情况。我们引入了使用经验预定义统计区域(sROI)的方法来描述 CMRgl 下降,这种方法具有最佳的功效和避免了多次比较,并且我们估计了在多中心随机临床试验(RCT)中需要多少患者来描述 AD 减缓治疗效果。AD 和 MCI 组在双侧后扣带回、内侧和外侧顶叶、内侧和外侧颞叶、额叶和枕叶皮质都有显著的 12 个月 CMRgl 下降,这些下降明显大于 NC 组,并与临床下降的测量值相关。使用基于基线和随访图像的训练集定义的 sROI 来评估每个患者组的独立测试集的 CMRgl 下降情况,我们估计需要 66 名 AD 患者或 217 名 MCI 患者每治疗组在 12 个月、多中心 RCT 中检测到 25%的 AD 减缓治疗效果,其功效为 80%,双侧α=0.05,大约是使用临床终点研究 MCI 患者所需患者数的十分之一。我们的研究结果支持在 AD 减缓治疗的 RCT 中使用 FDG PET、脑图谱算法和经验预定义的 sROI。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cb7/2856742/45820f1b5511/nihms185473f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cb7/2856742/b5aa387190eb/nihms185473f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cb7/2856742/40a210214fa5/nihms185473f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cb7/2856742/45820f1b5511/nihms185473f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cb7/2856742/b5aa387190eb/nihms185473f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cb7/2856742/40a210214fa5/nihms185473f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cb7/2856742/45820f1b5511/nihms185473f3.jpg

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