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Evaluating the robustness of DTI-ALPS in clinical context: a meta-analytic parallel on Alzheimer's and Parkinson's diseases

Articolo
Data di Pubblicazione:
2024
Abstract:
: In recent years, the glymphatic system has received increasing attention due to its possible implications in biological mechanisms associated with neurodegeneration. In the field of human brain mapping, this led to the development of diffusion tensor image analysis along the perivascular space (DTI-ALPS) index. While this index has been repeatedly used to investigate possible differences between neurodegenerative disorders and healthy controls, a comprehensive evaluation of its stability across multiple measurements and different disorders is still missing. In this study, we perform a Bayesian meta-analysis aiming to assess the consistency of the DTI-ALPS results previously reported for 12 studies on Parkinson's disease and 11 studies on Alzheimer's disease. We also evaluated if the measured value of the DTI-ALPS index can quantitatively inform the diagnostic process, allowing disambiguation between these two disorders. Our results, expressed in terms of Bayes' Factor values, confirmed that the DTI-ALPS index is consistent in measuring the different functioning of the glymphatic system between healthy subjects and patients for both Parkinson's disease (Log10(BF10) = 30) and Alzheimer's disease (Log10(BF10) = 10). Moreover, we showed that the DTI-ALPS can be used to compare these two disorders directly, therefore providing a first proof of concept supporting the reliability of taking into consideration this neuroimaging measurement in the diagnostic process. Our study underscores the potential of the DTI-ALPS index in advancing our understanding of neurodegenerative pathologies and enhancing clinical diagnostics.
Tipologia CRIS:
03A-Articolo su Rivista
Keywords:
Alzheimer’s disease; Choroid plexus; Glymphatic; Parkinson’s disease; Perivascular space
Elenco autori:
Costa, Tommaso; Manuello, Jordi; Premi, Enrico; Mattioli, Irene; Lasagna, Luca; Lahoz, Clara Ballonga; Cauda, Franco; Duca, Sergio; Liloia, Donato
Autori di Ateneo:
BRISCHETTO COSTA Tommaso Carlo
CAUDA Franco
LILOIA DONATO
Link alla scheda completa:
https://iris.unito.it/handle/2318/2029816
Link al Full Text:
https://iris.unito.it/retrieve/handle/2318/2029816/1411443/s41598-024-78132-9.pdf
Pubblicato in:
SCIENTIFIC REPORTS
Journal
Progetto:
Blood-Based Biomarkers for Dementia: Using blood-based biomarkers to improve diagnostic discrimination ...-Finanziamento dell’Unione Europea – NextGenerationEU – missione 4, componente 2, investimento 1.1
  • Aree Di Ricerca

Aree Di Ricerca

Settori (18)


LS5_11 - Neurological and neurodegenerative disorders - (2024)

LS5_16 - Systems and computational neuroscience - (2024)

LS5_17 - Imaging in neuroscience - (2024)

LS5_18 - Innovative methods and tools for neuroscience - (2024)

SH4_4 - Neurocognitive psychology - (2024)

CIBO, AGRICOLTURA e ALLEVAMENTI - Farmacologia Veterinaria

CIBO, AGRICOLTURA e ALLEVAMENTI - Patologia e malattie degli animali

CIBO, AGRICOLTURA e ALLEVAMENTI - Scienze cliniche veterinarie

LINGUE e LETTERATURA - Linguistica

MEDICINA, SALUTE e BENESSERE - Disturbi neuropsichiatrici

MEDICINA, SALUTE e BENESSERE - Epidemiologia

MEDICINA, SALUTE e BENESSERE - Fisiologia comportamentale

MEDICINA, SALUTE e BENESSERE - Malattie neurologiche e neurodegenerative

MEDICINA, SALUTE e BENESSERE - Oncologia e Tumori

MEDICINA, SALUTE e BENESSERE - Psicologia clinica

MEDICINA, SALUTE e BENESSERE - Ricerca Traslazionale e Clinica

SCIENZE DELLA VITA e FARMACOLOGIA - Interazioni tra molecole, cellule, organismi e ambiente

SCIENZE DELLA VITA e FARMACOLOGIA - Sviluppo del sistema nervoso e plasticità
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