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

被引:7
|
作者
Leuzy, Antoine [1 ]
Binette, Alexa Pichet [1 ]
Vogel, Jacob W. [2 ,3 ]
Klein, Gregory [4 ]
Borroni, Edilio [4 ]
Tonietto, Matteo [4 ]
Strandberg, Olof [1 ]
Mattsson-Carlgren, Niklas [1 ,5 ,6 ]
Palmqvist, Sebastian [1 ,7 ]
Pontecorvo, Michael J. [8 ,9 ]
Iaccarino, Leonardo [8 ,9 ]
Stomrud, Erik [1 ,7 ]
Ossenkoppele, Rik [1 ,10 ,11 ]
Smith, Ruben [1 ,5 ]
Hansson, Oskar [1 ,7 ]
机构
[1] Lund Univ, Dept Clin Sci, Clin Memory Res Unit, SE-20502 Malmo, Sweden
[2] Univ Penn, Penn CHOP Lifespan Brain Inst, Philadelphia, PA 19104 USA
[3] Univ Penn, Dept Psychiat, Philadelphia, PA 19104 USA
[4] F Hoffmann La Roche Ltd, Basel, Switzerland
[5] Skane Univ Hosp, Dept Neurol, Lund, Sweden
[6] Lund Univ, Wallenberg Ctr Mol Med, Lund, Sweden
[7] Skane Univ Hosp, Memory Clin, SE-20502 Lund, Sweden
[8] Avid Radiopharmaceut, Philadelphia, PA USA
[9] Eli Lilly & Co, Indianapolis, IN 46285 USA
[10] Vrije Univ Amsterdam, Alzheimer Ctr Amsterdam, Neurol, Amsterdam UMC Locat VUmc, Amsterdam, Netherlands
[11] Amsterdam Neurosci, Neurodegenerat, Amsterdam, Netherlands
基金
瑞典研究理事会; 欧洲研究理事会;
关键词
DEFINED SUBTYPES; PET PATTERNS; STAGE; ATROPHY;
D O I
10.1001/jamaneurol.2023.1067
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
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, [F-18]RO948; validation sample, [F-18]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-beta (A beta)-positive cognitively unimpaired (CU) individuals, 77 with A beta-positive mild cognitive impairment (MCI), and 41 with AD dementia. In the validation sample were 137 A beta-positive CU participants, 144 with A beta-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 A beta-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 A beta-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 [F-18]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.
引用
收藏
页码:614 / 623
页数:10
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