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Right Anterior Insula ASL Hypoperfusion As a Diagnostic Biomarker of Prodromal and Mild Dementia with Lewy Bodies: Preliminary Evidence Using a Bayesian Approach

Golda Gommel, Ludovic Jeanjean-Dormegny, Clément de Crespin de Billy,Olivier Mainberger, Augustin Moreau, Alexandre Obrecht, Rémi Vernet, Ilia Humbert,Benoit Schorr, Candice Muller,Catherine Demuynck,Paulo Loureiro de Sousa,Frédéric Blanc,Jack Foucher

GeroScience(2024)

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摘要
Identifying and validating a biomarker with high specificity in early-stage dementia with Lewy bodies (DLB) using a feasible method is crucial to enhance the current suboptimal diagnostic procedure. Previous research revealed abnormalities, including hypoperfusion in the right anterior insular cortex at group level, in prodromal DLB. Exploring hypoperfusion of the right anterior insula, at an individual-level and assessing its relevance as a potential imaging biomarker in early DLB, has, to our knowledge, not been investigated. Our preliminary study aims to assess the feasibility of the technique and to provide a methodological framework for further investigation. We assessed the feasibility and accuracy of the hypoperfusion of the right anterior insula per arterial spin labelling magnetic resonance imaging (ASL-MRI) as a diagnostic biomarker in early DLB and provided rough estimates of its sensitivity and specificity. Defining the region of interest based on previous research, we established the biomarker as the hypoperfusion of the right anterior insula. Discriminative and analytical performances were assessed in comparison to a control group of treatment-resistant depression patients. Bayesian diagnostic reasoning was employed to assess the biomarker diagnostic usability in early DLB in two scenarios: healthy elderly controls and mild cognitive impairment. Additionally, we updated probabilities by integrating data from the Mayo-clinic cognitive fluctuations scale and real-time quaking-induced conversion (RT-QuIC) α-synuclein data. Lastly, a whole-brain perfusion analysis of DLB patients was conducted to identify further brain regions with discriminative abilities. We successfully replicated the right anterior insular hypoperfusion (RAI-Hypo) in all DLB patients at the individual level. The overall sensitivity of the biomarker was 96
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关键词
DLB,Hypoperfusion,ASL,MRI,Insula,Fluctuations,Bayesian,Prodromal
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