Multicentre validation of the dementia with Lewy bodies‐related metabolic brain pattern
Abstract Background Dementia with Lewy bodies (DLB) is a an a‐synucleinopathy characterized by dementia and a combination of parkinsonism, visual hallucinations, fluctuating cognition or REM sleep behaviour disorder. Specific biomarkers for DLB are lacking. DLB‐related pattern (DLBRP) is a metabolic network imaging biomarker which expression can be quantified on a single patient basis. DLBRP has been identified in few different cohorts but lacks a multicentric validation. Methods FDG PET scans from 259 DLB patients and 176 normal controls (NC) were obtained from eight centres from European DLB Consortium (EDLB, 180 patients), Alzheimer’s disease Neuroimaging Initiative (ADNI, 135 NC) and local dataset from Ljubljana (LJU, 79 patients and 41 NC). FDG PET scans were pre‐processed and we used topographic profile rating to calculate the DLBRP expression (i.e. subject scores). Subject scores were compared between groups using t tests and ANOVA and correlated with clinical parameters using Pearson’s correlation coefficient. Results Patients from different centres differed in MMSE (p < 0.001), proportion of patients with parkinsonism (p < 0.001) and visual hallucinations (p < 0.001), but not in age (p = 0.15) or sex distribution (p = 0.13). DLB patients from all centres had significantly higher DLBRP expression than NCs (all p < 0.001). We could accurately distinguish between DLB and NC (AUC = 0.983) based on DLBRP expression. We observed a negative correlation between DLBRP expression and MMSE (r = –0.30, p < 0.001). The expression of DLBRP differed among centres, post hoc analysis showed that only patients from Barcelona had significantly lower DLBRP subject scores in comparison to other groups but they were also less cognitively impaired. Patients with visual hallucinations (p < 0.001) had significantly higher DLBRP expression than those without hallucinations and patients with abnormal Datscan™ (p = 0.02) had higher DLBRP expression than those with normal Datscan™. Other core features, levodopa or antidementives did not affect the DLBRP expression. Conclusions We showed that DLBRP can accurately distinguish between DLB and NC from multiple centres and different scanners. The DLBRP expression correlated with measurements of cognitive impairment. This validation study confirms that the DLBRP is a robust metabolic imaging biomarker of DLB.
Authors
- Valle Camacho (ORCID: https://orcid.org/0000-0003-0748-0847)
- Daniel Ferreira (ORCID: https://orcid.org/0000-0001-9522-4338)
- Valentina Garibotto (ORCID: https://orcid.org/0000-0003-2422-698X)
- Jan Jamšek (ORCID: https://orcid.org/0000-0002-6323-8767)
- Matthias Brendel (ORCID: https://orcid.org/0000-0002-9247-2843)
- M.A. Ochoa-Figueroa (ORCID: https://orcid.org/0000-0001-9444-8225)
- Urban Simončič (ORCID: https://orcid.org/0000-0002-5835-072X)
- Silvia Daniela Morbelli (ORCID: https://orcid.org/0000-0002-7833-6095)
- Milica Gregorič Kramberger (ORCID: https://orcid.org/0000-0001-8231-1176)
- Matej Perovnik (ORCID: https://orcid.org/0000-0001-8595-7773)
- Alessandro Padovani (ORCID: https://orcid.org/0000-0002-0119-3639)
- Maja Trošt
- Rik Vandenberghe
- Hana Kos
Institutions
- Linköping University (SE)
- University of Geneva (CH)
- University of Ljubljana (SI)
- Ljubljana University Medical Centre (SI)
- Hospital de Sant Pau (ES)
- Karolinska Institutet (SE)
- LMU Klinikum (DE)
- University of Brescia (IT)
- Ludwig-Maximilians-Universität München (DE)
- University of Genoa (IT)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2024-12-01
- DOI
- https://doi.org/10.1002/alz.094112
- Primary Topic
- Diet and metabolism studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00