• https://doi.org/10.1002/alz70856_102176Copy DOI Icon

Biomarkers.

Show More
  • Abstract
  • Literature Map
  • Similar Papers
Abstract

Hippocampal atrophy and hypometabolism are key neuroimaging biomarkers for early diagnosis of Alzheimer's Disease (AD). Artificial intelligence methods for quantitative automated volumetric analysis of brain magnetic resonance imaging (MRI) are enabling objective assessment of brain atrophy in a fast and accessible way. Thus, the objective of this work is to compare hippocampal volume derived from MRI with the hypometabolism observed in 18F-FDG positron emission tomography (PET) in the context of early diagnosis of AD. Twenty-two patients with AD (11 women, [51-84yo], mean age±SD: 69.91±9.51) and twenty-six normal individuals (16 women, age range [51-80yo], mean age±SD: 66.23±6.87) were enrolled in this study. Structural T1-weighted and 18F-FDG scans were acquired on a 3T MR-PET system (Biograph mMR, Siemens Healthineers, Forchheim, Germany). A deep-learning-based research application (MorphoBox) was used to derive brain volume normalized by the total intracranial volume from MRI (Figure 1), and p-mod software was applied to calculate standardized uptake value ratio (SUVR) from PET imaging. Pearson correlations between normalized brain volumes and SUVR, as well as visual interpretations from diagnostic radiologists, were assessed. Receiver operating characteristics (ROC) analyses were conducted to investigate the discrimination ability of hippocampus relative volume on one hand and SUVR on the other hand. A significant difference in SUVR normalized by cerebellar SUV was observed between the AD and control groups in the following brain regions: hippocampus (p<0.001), frontal lobe (p<0.001), parietal lobe (p<0.001), temporal lobe (p<0.001), occipital lobe (p=0.001), cingulate (p<0.001), caudate (p=0.002) and thalamus (p<0.001). There was a strong correlation between SUVR and normalized volume, particularly in hippocampus, frontal, parietal, and temporal regions (ρ=0.60, 0.64, 0.67, and 0.73, respectively). The ROC curve for hippocampal relative volume yielded an AUC of 0.79 indicating good discrimination abilities (Figure 2). Our study demonstrates a strong correlation between hippocampal volumetry from MRI and FDG PET brain imaging. The MorphoBox research application under study could serve as a valuable screening tool in centers with restricted access to PET imaging. Additionally, our findings indicate that hippocampal volumetry exhibits superior discrimination power in the sample under study. We recommend further evaluation with a larger sample size in future research.

Similar Papers
  • Abstract

TAU AND AMYLOID CAUSE DISRUPTION IN WHITE MATTER CONNECTIVITY DIFFERENTLY FOR EARLY- AND LATE-ONSET ALZHEIMER'S DISEASE

  • Jul 01, 2018
  • Alzheimer's & Dementia: The Journal of the Alzheimer's Association
  • Wha Jin Lee +4
  • Research Article
  • Citations123

Small-animal positron emission tomography as a tool for neuropharmacology

  • Jul 06, 2010
  • Trends in Pharmacological Sciences
  • Sophie Lancelot +1
  • Abstract

Associations of 18F‐flortaucipir tau PET with quantitative tau histopathology in the medial temporal lobe

  • Dec 01, 2025
  • Alzheimer's & Dementia
  • Jeffrey S Phillips +17
  • Abstract

Cerebral perfusion is correlated with cerebral metabolism and amyloid deposition in Alzheimer's disease

  • Jan 05, 2026
  • Alzheimer's & Dementia
  • Ping Che +1
  • Research Article

Baseline biomarker (tau PET) characteristics from TANGO: A phase 2 trial of gosuranemab (BIIB092) in early Alzheimer's disease

  • Dec 01, 2021
  • Alzheimer's &amp; Dementia
  • Annie M Racine +9
  • Conference Article
  • Citations6

18 F-PI2620 Tau-PET in Progressive Supranuclear Palsy – A Multi-Center Evaluation

  • Apr 01, 2020
  • Nuklearmedizin - NuclearMedicine
  • Matthias Brendel +19
  • Research Article
  • Citations21

Determination of optimal regularization factor in Bayesian penalized likelihood reconstruction of brain PET images using [18 F]FDG and [11 C]PiB.

  • Mar 14, 2022
  • Medical Physics
  • Kei Wagatsuma +13
  • Research Article
  • Citations47

MR-assisted PET motion correction in simultaneous PET/MRI studies of dementia subjects.

  • Mar 08, 2018
  • Journal of Magnetic Resonance Imaging
  • Kevin T Chen +7
  • Research Article
  • Citations2217

Amyloid β deposition, neurodegeneration, and cognitive decline in sporadic Alzheimer's disease: a prospective cohort study

  • Mar 08, 2013
  • The Lancet Neurology
  • Victor L Villemagne +12
  • Research Article

White matter hyperintensity volume changes are associated with progressive hippocampal atrophy in Insight 46: the neuroscience sub‐study of the MRC National Survey of Health and Development, the British 1946 birth cohort

  • Dec 01, 2023
  • Alzheimer's &amp; Dementia
  • Thomas M Brown +12
  • Research Article
  • Citations5

"Fill States": PET-derived Markers of the Spatial Extent of Alzheimer Disease Pathology.

  • Mar 01, 2025
  • Radiology
  • Elena Doering +28
  • Research Article
  • Citations137

Combined magnetic resonance imaging- and positron emission tomography-guided stereotactic biopsy in brainstem mass lesions: diagnostic yield in a series of 30 patients.

  • Dec 01, 2000
  • Journal of Neurosurgery
  • Nicolas Massager +8
  • Abstract
  • Citations1

Comparing Off‐Target Meningeal and Skull Signal in Head‐to‐Head MK‐6240 and AV‐1451 Tau PET

  • Dec 01, 2025
  • Alzheimer's & Dementia
  • Shaney Flores +17
  • Research Article
  • Citations118

Characterization of Alzheimer Disease Biomarker Discrepancies Using Cerebrospinal Fluid Phosphorylated Tau and AV1451 Positron Emission Tomography

  • Jan 21, 2020
  • JAMA Neurology
  • Pierre-François Meyer +4
  • Research Article
  • Citations1

Moving Beyond Depression: Mood Symptoms Across the Spectrum Relate to Tau Pathology in Older Women at Risk for Alzheimer's Disease.

  • May 15, 2024
  • International journal of aging & human development
  • Nargis Ahmadi +6
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.