PET amyloid in normal aging: direct comparison of visual and automatic processing methods

被引:12
|
作者
Haller, Sven [1 ,2 ,3 ]
Montandon, Marie-Louise [4 ,5 ,6 ]
Lilja, Johan [2 ,7 ,8 ]
Rodriguez, Cristelle [6 ,9 ]
Garibotto, Valentina [3 ,10 ]
Herrmann, Francois R. [4 ,5 ]
Giannakopoulos, Panteleimon [6 ,9 ]
机构
[1] CIRD Ctr Imagerie Rive Droite, Geneva, Switzerland
[2] Uppsala Univ, Dept Surg Sci, Radiol, Uppsala, Sweden
[3] Univ Geneva, Fac Med, Geneva, Switzerland
[4] Geneva Univ Hosp, Dept Rehabil & Geriatr, Geneva, Switzerland
[5] Univ Geneva, Geneva, Switzerland
[6] Univ Geneva, Dept Psychiat, Geneva, Switzerland
[7] Lund Univ, Dept Clin Sci, Clin Memory Res Unit, Malmo, Sweden
[8] Hermes Med Solut, Stockholm, Sweden
[9] Geneva Univ Hosp, Div Inst Measures, Med Direct, Geneva, Switzerland
[10] Geneva Univ Hosp, Div Nucl Med & Mol Imaging, Diagnost Dept, Geneva, Switzerland
基金
瑞士国家科学基金会;
关键词
MILD COGNITIVE IMPAIRMENT; ALZHEIMERS-DISEASE; INDIVIDUALS; DEPOSITION; MEMORY; SCANS; TAU; DEMENTIA; SYSTEM;
D O I
10.1038/s41598-020-73673-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Assessment of amyloid deposits is a critical step for the identification of Alzheimer disease (AD) signature in asymptomatic elders. Whether the different amyloid processing methods impacts on the quality of clinico-radiological correlations is still unclear. We directly compared in 155 elderly controls with extensive neuropsychological testing at baseline and 4.5 years follow-up three approaches: (i) operator-dependent standard visual reading, (ii) operator-independent automatic SUVR with four different reference regions, and (iii) novel operator and region of reference-independent automatic A beta-index. The coefficient of variance was used to examine inter-individual variability for each processing method. Using visually-established amyloid positivity as the gold standard, the area under the receiver operating characteristic curve (ROC) was computed. Linear regression models were used to assess the association between changes in continuous cognitive score and amyloid uptake values. In SUVR analyses, the coefficient of variance varied from 1.718 to 1.762 according to the area of reference and was of - 3.045 for the A beta-index method. Compared to the visual rating, A beta-index method showed the largest area under the ROC curve [0.9568 (95% CI 0.9252, 0.98833)]. The best cut-off score was of - 0.3359 with sensitivity and specificity values of 0.97 and 0.83, respectively. Only the A beta-index was related to more severe decrement of cognitive performances [regression coefficient: 9.103 (95% CI 1.148, 17.058)]. The A beta-index is considered as preferred option in asymptomatic elders, since it is operator-independent, avoids the selection of reference area, is closer to established visual scoring and correlates with the evolution of cognitive performances.
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页数:8
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