Cross-Platform Concordance of Quantitative Amyloid PET Z-Scores in a Real-World Clinical Cohort of Patients with Cognitive Impairment and Suspected Alzheimer Disease

BACKGROUND AND PURPOSE: Normative modeling tools are FDA-approved clinical software applications that enable quantitative amyloid PET analysis in routine clinical practice, however implementation differences may yield non-interchangeable Z-scores, with implications for diagnosis and treatment eligibility for patients with cognitive impairment and/or suspected Alzheimer disease. This study evaluated the agreement of Z-scores derived from two widely used clinical software packages in a real-world cohort of patients with cognitive impairment/Alzheimer disease. MATERIALS AND METHODS: Amyloid PET from 100 consecutive patients with cognitive impairment/Alzheimer disease obtained as part of standard-of-care evaluation at a single institution were retrospectively reviewed. Amyloid PET were post-processed using syngo.via MI Neurology (Siemens Healthineers) and MIMneuro (MIM Software/GE Healthcare). Regional Z-scores were obtained for the temporal, precuneus, posterior cingulate, parietal, frontal, and anterior cingulate cortices. Z-scores were compared per patient and stratified by Centiloid burden (low/intermediate/high: < 20/20-30/>30). Agreement was evaluated using Bland-Altman analysis and Deming regression. RESULTS: Agreement between Syngo.via and MIMneuro varied by region. When regional Z-scores were averaged into a per-patient composite measure, overall bias was near-zero, with tight limits of agreement (slope = 0.97 [95% CI 0.93-1.02], intercept = 0.11 [95% CI -0.05-0.26]), indicating minimal proportional and constant bias between platforms. Bland-Altman analysis showed small bias and narrow limits of agreement (LoA) in the low-centiloid group (mean bias -0.19, 95% LoA -0.93 to +0.55) and the greatest divergence in the intermediate group (mean bias -0.44, LoA -2.02 to +1.14). In the high-centiloid group, bias remained small (+0.16) with wider LoA (-1.92 to +2.24). Temporal cortex Deming regression demonstrated proportional and constant bias (slope = 0.70 [95% CI 0.66-0.74], intercept = 0.34 [95% CI 0.07-0.61]), indicating systematic underestimation of high Z-scores by MIM relative to Syngo.via. CONCLUSIONS: There was overall concordance between Syngo.Via and MIMneuro quantitative amyloid PET analysis software packages, however with significant region- and amyloid burden-dependent variability that increased in the intermediate-centiloid group. These differences may influence interpretation and determination of treatment eligibility in borderline cases, emphasizing that Z-scores from different commercial platforms should not be used interchangeably without cross-validation.

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Journal
American Journal of Neuroradiology
Published
2026-04-15
DOI
https://doi.org/10.3174/ajnr.a9354
Primary Topic
Dementia and Cognitive Impairment Research
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article
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article

Cross-Platform Concordance of Quantitative Amyloid PET Z-Scores in a Real-World Clinical Cohort of Patients with Cognitive Impairment and Suspected Alzheimer Disease

Jana Ivanidze, Joseph Moirano, Joseph R. Osborne, Anna S. Nordvig et al.
American Journal of Neuroradiology
Dementia and Cognitive Impairment Research
article

Cross-Platform Concordance of Quantitative Amyloid PET Z-Scores in a Real-World Clinical Cohort of Patients with Cognitive Impairment and Suspected Alzheimer Disease

Jana Ivanidze, Joseph Moirano, Joseph R. Osborne, Anna S. Nordvig, Divya Yadav, Samantha Keil, Ashley Knight‐Greenfield, Brielle Intorcia, Sonja Blum, Jae Gardella, Arindam RoyChoudhury, Gloria C. Chiang, Edward J. Ebani, Michael Lin
article en

Abstract

BACKGROUND AND PURPOSE: Normative modeling tools are FDA-approved clinical software applications that enable quantitative amyloid PET analysis in routine clinical practice, however implementation differences may yield non-interchangeable Z-scores, with implications for diagnosis and treatment eligibility for patients with cognitive impairment and/or suspected Alzheimer disease. This study evaluated the agreement of Z-scores derived from two widely used clinical software packages in a real-world cohort of patients with cognitive impairment/Alzheimer disease. MATERIALS AND METHODS: Amyloid PET from 100 consecutive patients with cognitive impairment/Alzheimer disease obtained as part of standard-of-care evaluation at a single institution were retrospectively reviewed. Amyloid PET were post-processed using syngo.via MI Neurology (Siemens Healthineers) and MIMneuro (MIM Software/GE Healthcare). Regional Z-scores were obtained for the temporal, precuneus, posterior cingulate, parietal, frontal, and anterior cingulate cortices. Z-scores were compared per patient and stratified by Centiloid burden (low/intermediate/high: < 20/20-30/>30). Agreement was evaluated using Bland-Altman analysis and Deming regression. RESULTS: Agreement between Syngo.via and MIMneuro varied by region. When regional Z-scores were averaged into a per-patient composite measure, overall bias was near-zero, with tight limits of agreement (slope = 0.97 [95% CI 0.93-1.02], intercept = 0.11 [95% CI -0.05-0.26]), indicating minimal proportional and constant bias between platforms. Bland-Altman analysis showed small bias and narrow limits of agreement (LoA) in the low-centiloid group (mean bias -0.19, 95% LoA -0.93 to +0.55) and the greatest divergence in the intermediate group (mean bias -0.44, LoA -2.02 to +1.14). In the high-centiloid group, bias remained small (+0.16) with wider LoA (-1.92 to +2.24). Temporal cortex Deming regression demonstrated proportional and constant bias (slope = 0.70 [95% CI 0.66-0.74], intercept = 0.34 [95% CI 0.07-0.61]), indicating systematic underestimation of high Z-scores by MIM relative to Syngo.via. CONCLUSIONS: There was overall concordance between Syngo.Via and MIMneuro quantitative amyloid PET analysis software packages, however with significant region- and amyloid burden-dependent variability that increased in the intermediate-centiloid group. These differences may influence interpretation and determination of treatment eligibility in borderline cases, emphasizing that Z-scores from different commercial platforms should not be used interchangeably without cross-validation.

American Journal of Neuroradiology
Cornell University (US), Moffitt Cancer Center (US)
Openalex Percentile: Top 19%
Dementia and Cognitive Impairment Research
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