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

被引:8
作者
Costa, Tommaso [1 ,2 ,3 ,4 ]
Manuello, Jordi [1 ,2 ,3 ]
Premi, Enrico [5 ]
Mattioli, Irene [6 ]
Lasagna, Luca [1 ,2 ]
Lahoz, Clara Ballonga [1 ,2 ]
Cauda, Franco [1 ,2 ,3 ,4 ]
Duca, Sergio [1 ,2 ,3 ]
Liloia, Donato [1 ,2 ,3 ]
机构
[1] Univ Turin, Koelliker Hosp, GCS fMRI, Turin, Italy
[2] Univ Turin, Dept Psychol, Turin, Italy
[3] Univ Turin, Dept Psychol, FOCUS Lab, Via Verdi 10, I-10124 Turin, Italy
[4] Neurosci Inst Turin NIT, Turin, Italy
[5] ASST Spedali Civili, Dept Neurol & Vis Sci, Stroke Unit, Brescia, Italy
[6] Univ Brescia, Dept Clin & Expt Sci, Neurol Unit, Brescia, Italy
关键词
Alzheimer's disease; Parkinson's disease; Choroid plexus; Glymphatic; Perivascular space; GLYMPHATIC SYSTEM ACTIVITY; DEPOSITION; POWER;
D O I
10.1038/s41598-024-78132-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:10
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