Intrasubject subcortical quantitative referencing to boost MRI sensitivity to Parkinson's disease - INRAE - Institut national de recherche pour l’agriculture, l’alimentation et l’environnement
Journal Articles Neuroimage-Clinical Year : 2022

Intrasubject subcortical quantitative referencing to boost MRI sensitivity to Parkinson's disease

1 QuaPA - Qualité des Produits Animaux
2 IP - Institut Pascal
3 INP Clermont Auvergne - Institut national polytechnique Clermont Auvergne
4 DRCI - Direction de la Recherche Clinique et de l’Innovation [CHU Clermont-Ferrand]
5 SU - Sorbonne Université
6 LilNCog - Lille Neurosciences & Cognition - U 1172
7 Pôle Psychiatrie et Neurologie [Grenoble]
8 UGA - Université Grenoble Alpes
9 ISC-MJ - Institut des sciences cognitives Marc Jeannerod - Centre de neuroscience cognitive - UMR5229
10 UCBL - Université Claude Bernard Lyon 1
11 Hôpital neurologique et neurochirurgical Pierre Wertheimer [CHU - HCL]
12 NS-Park/FCRIN Network
13 ICM - Institut du Cerveau = Paris Brain Institute
14 Département de Neuroradiologie [CHRU Montpellier]
15 I2FH - Institut d’Imagerie Fonctionnelle Humaine [CHU Montpellier]
16 CHU Montpellier = Montpellier University Hospital
17 Euromov DHM - EuroMov - Digital Health in Motion
18 IMN - Institut des Maladies Neurodégénératives [Bordeaux]
19 CHU Bordeaux - Centre Hospitalier Universitaire de Bordeaux
20 University of Otago [Dunedin, Nouvelle-Zélande]
21 NZBRI - New Zealand Brain Research Institute
22 Hôpital Maison Blanche
23 CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804
24 CHU Henri Mondor [Créteil]
25 U955 Inserm - UPEC - IMRB - "NeuroPsychologie Interventionnelle" [Créteil]
26 CIC 1402 - CIC Poitiers – Centre d'investigation clinique de Poitiers
27 CHU Limoges
28 CIC 1436 - Centre d'investigation clinique de Toulouse
29 ToNIC - Toulouse NeuroImaging Center
Marie Chupin
  • Function : Author
  • PersonId : 998763
  • IdRef : 084144300

Abstract

Several postmortem studies have shown iron accumulation in the substantia nigra of Parkinson's disease patients. Iron concentration can be estimated via MRI-R2∗ mapping. To assess the changes in R2∗ occurring in Parkinson's disease patients compared to controls, a multicentre transversal study was carried out on a large cohort of Parkinson's disease patients (n = 163) with matched controls (n = 82). In this study, 44 patients and 11 controls were removed due to motion artefacts, 21 patient and 6 controls to preserve matching. Thus, 98 patients and 65 age and sex-matched healthy subjects were selected with enough image quality. The study was conducted on patients with early to late stage Parkinson's disease. The images were acquired at 3Tesla in 12 clinical centres. R2∗ values were measured in subcortical regions of interest (substantia nigra, red nucleus, striatum, globus pallidus externus and globus pallidus internus) contralateral (dominant side) and ipsilateral (non dominant side) to the most clinically affected hemibody. As the observed inter-subject R2∗ variability was significantly higher than the disease effect, an original strategy (intrasubject subcortical quantitative referencing, ISQR) was developed using the measurement of R2∗ in the red nucleus as an intra-subject reference. R2∗ values significantly increased in Parkinson's disease patients when compared with controls; in the substantia nigra (SN) in the dominant side (D) and in the non dominant side (ND), respectively (PSN_D and PSN_ND < 0.0001). After stratification into four subgroups according to the disease duration, no significant R2∗ difference was found in all regions of interest when comparing Parkinson's disease subgroups. By applying our ISQR strategy, R2(ISQR)∗ values significantly increased in the substantia nigra (PSN_D and PSN_ND < 0.0001) when comparing all Parkinson's disease patients to controls. R2(ISQR)∗ values in the substantia nigra significantly increased with the disease duration (PSN_D = 0.01; PSN_ND = 0.03) as well as the severity of the disease (Hoehn & Yahr scale <2 and ≥ 2, PSN_D = 0.02). Additionally, correlations between R2(ISQR)∗ and clinical features, mainly related to the severity of the disease, were found. Our results support the use of ISQR to reduce variations not directly related to Parkinson's disease, supporting the concept that ISQR strategy is useful for the evaluation of Parkinson's disease.
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hal-03857470 , version 1 (01-10-2024)

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Laila Khedher, Jean-Marie Bonny, Ana Marques, Elodie Durand, Bruno Pereira, et al.. Intrasubject subcortical quantitative referencing to boost MRI sensitivity to Parkinson's disease. Neuroimage-Clinical, 2022, 36, pp.103231. ⟨10.1016/j.nicl.2022.103231⟩. ⟨hal-03857470⟩
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