T1 mapping in Alzheimer’s disease: a quantitative MRI study with amyloid-PET correlation
Abstract Objectives Quantitative T1 mapping (qT1) is a magnetic resonance imaging (MRI) biomarker of brain microstructural changes; however, its application in Alzheimer disease (AD) remains limited. We compared cortico-limbic qT1 values between patients with AD and healthy controls (HCs) and examined their relationship with amyloid burden measured by amyloid-positron emission tomography (PET). Materials and methods We retrospectively identified subjects with mild cognitive impairment due to AD and HCs who underwent 3-T MRI, including a compressed-sensing MP2RAGE sequence, generating three-dimensional T1-weighted images and qT1 maps. Amyloid-PET was available for 16 patients. Hippocampal qT1 and volume were compared between groups, adjusting for age and sex; analyses were repeated after stratifying patients by Mini-Mental State Examination (MMSE). Voxel-wise group comparison was performed using SPM 12. The qT1-standardized uptake value ratio (SUVr) association was assessed with a linear mixed-effects model applied to voxel-level data, accounting for partial volume effects. Results Thirty-three AD subjects, aged 69.3 ± 8.2 years (mean ± standard deviation), 18 females, and 22 HCs aged 70.5 ± 13.3 years, 15 females, were evaluated. Regional hippocampal qT1 was higher in AD (1,398 ± 53.0 ms versus 1,349 ± 53.4 ms; p = 0.002), without difference across cognitive subgroups stratified by MMSE. AD subjects exhibited increased qT1 in mesial temporal gray matter and temporo-parieto-occipital cortices (1,448 ± 55.7 ms versus 1,344 ± 51.6 ms; p < 0.001). Voxel-level modelling revealed a positive association between qT1 and amyloid-PET SUVr ( p < 0.001; d = 0.223). Conclusion qT1 mapping can be sensitive to changes related to brain amyloidosis, supporting its role as a promising, noninvasive imaging biomarker in AD. Key Points Question Can qT1 mapping detect AD-related microstructural changes in the cortico-limbic gray matter? Findings Participants with AD showed increased cortico-limbic qT1 values. A subtle yet consistent positive association was observed between cortical qT1 values and amyloid-PET SUVr. Relevance statement qT1 mapping captures microstructural tissue alterations related to amyloid pathology in Alzheimer’s disease, supporting its role as a potential non-invasive imaging biomarker in this condition.
Authors
- Emanuele Pravatà (ORCID: https://orcid.org/0000-0002-5225-2993)
- Tom Hilbert (ORCID: https://orcid.org/0000-0001-8207-4908)
- Stefano Raffa
- Luca Roccatagliata (ORCID: https://orcid.org/0000-0001-8029-3947)
- Enrico Peira (ORCID: https://orcid.org/0000-0002-5834-8101)
- Luigi Lorenzini (ORCID: https://orcid.org/0000-0002-9756-881X)
- Gianmario Sambuceti (ORCID: https://orcid.org/0000-0003-2979-6500)
- Andrea Diociasi (ORCID: https://orcid.org/0000-0002-5986-0406)
- Massimo Caulo (ORCID: https://orcid.org/0000-0002-4507-2740)
- Gian Franco Piredda (ORCID: https://orcid.org/0000-0002-8449-6634)
- Domenico Zacà (ORCID: https://orcid.org/0009-0001-6567-0684)
- Lorenzo Gualco (ORCID: https://orcid.org/0000-0001-8511-1022)
- Maria Pia Sormani (ORCID: https://orcid.org/0000-0001-6892-104X)
- Mauro Costagli (ORCID: https://orcid.org/0000-0001-9073-1082)
- Noemi Montobbio (ORCID: https://orcid.org/0000-0003-0302-393X)
- Matteo Pardini (ORCID: https://orcid.org/0000-0002-4740-1982)
- Tobias Kober (ORCID: https://orcid.org/0000-0001-7598-9456)
- A. Chincarini (ORCID: https://orcid.org/0000-0003-4094-9942)
- Dario Arnaldi (ORCID: https://orcid.org/0000-0001-6823-6069)
- Lucia Argenti (ORCID: https://orcid.org/0009-0008-7444-1411)
- Mattia Losa (ORCID: https://orcid.org/0009-0008-2942-1307)
- Luca Sofia
- Silvia Morbelli (ORCID: https://orcid.org/0000-0002-7833-6095)
- Beatrice Orso
- Martina Pulze
- Federico Massa
- Marco Bozzali
Institutions
- Siemens (Germany) (DE)
- University of Chieti-Pescara (IT)
- Azienda Ospedaliera Citta' della Salute e della Scienza di Torino (IT)
- Ospedale Policlinico San Martino (IT)
- Piedmont Reference Center for Epidemiology and Cancer Prevention (IT)
- Siemens Healthcare (United States) (US)
- Siemens Healthineers (Germany) (DE)
- Azienda Ospedaliera Nazionale SS. Antonio e Biagio e Cesare Arrigo (IT)
- École Polytechnique Fédérale de Lausanne (CH)
- National Cancer Research Institute (GB)
- University of Turin (IT)
- University of Genoa (IT)
- Vrije Universiteit Amsterdam (NL)
- University of Lausanne (CH)
Publication Details
- Journal
- European Radiology Experimental
- Published
- 2026-09-21
- DOI
- https://doi.org/10.1186/s41747-026-00792-1
- Primary Topic
- Dementia and Cognitive Impairment Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00