Background Brain structure abnormalities throughout the course of Parkinson's disease have yet to be fully elucidated. Objective Using a multicenter approach and harmonized analysis methods, we aimed to shed light on Parkinson's disease stage-specific profiles of pathology, as suggested by in vivo neuroimaging. Methods Individual brain MRI and clinical data from 2357 Parkinson's disease patients and 1182 healthy controls were collected from 19 sources. We analyzed regional cortical thickness, cortical surface area, and subcortical volume using mixed-effects models. Patients grouped according to Hoehn and Yahr stage were compared with age- and sex-matched controls. Within the patient sample, we investigated associations with Montreal Cognitive Assessment score. Results Overall, patients showed a thinner cortex in 38 of 68 regions compared with controls (d(max) = -0.20, d(min) = -0.09). The bilateral putamen (d(left) = -0.14, d(right) = -0.14) and left amygdala (d = -0.13) were smaller in patients, whereas the left thalamus was larger (d = 0.13). Analysis of staging demonstrated an initial presentation of thinner occipital, parietal, and temporal cortices, extending toward rostrally located cortical regions with increased disease severity. From stage 2 and onward, the bilateral putamen and amygdala were consistently smaller with larger differences denoting each increment. Poorer cognition was associated with widespread cortical thinning and lower volumes of core limbic structures. Conclusions Our findings offer robust and novel imaging signatures that are generally incremental across but in certain regions specific to disease stages. Our findings highlight the importance of adequately powered multicenter collaborations.

International Multicenter Analysis of Brain Structure Across Clinical Stages of Parkinson's Disease / M.A. Laansma, J.K. Bright, S. Al-Bachari, T.J. Anderson, T. Ard, F. Assogna, K.A. Baquero, H.W. Berendse, J. Blair, F. Cendes, J.C. Dalrymple-Alford, R.M.A. de Bie, I. Debove, M.F. Dirkx, J. Druzgal, H.C.A. Emsley, G. Garraux, R.P. Guimarães, B.A. Gutman, R.C. Helmich, J.C. Klein, C.E. Mackay, C.T. Mcmillan, T.R. Melzer, L.M. Parkes, F. Piras, T.L. Pitcher, K.L. Poston, M. Rango, L.F. Ribeiro, C.S. Rocha, C. Rummel, L.S.R. Santos, R. Schmidt, P. Schwingenschuh, G. Spalletta, L. Squarcina, O.A. van den Heuvel, C. Vriend, J. Wang, D. Weintraub, R. Wiest, C.L. Yasuda, N. Jahanshad, P.M. Thompson, Y.D. van der Werf. - In: MOVEMENT DISORDERS. - ISSN 0885-3185. - 36:11(2021 Nov), pp. 2583-2594. [10.1002/mds.28706]

International Multicenter Analysis of Brain Structure Across Clinical Stages of Parkinson's Disease

L. Squarcina;
2021

Abstract

Background Brain structure abnormalities throughout the course of Parkinson's disease have yet to be fully elucidated. Objective Using a multicenter approach and harmonized analysis methods, we aimed to shed light on Parkinson's disease stage-specific profiles of pathology, as suggested by in vivo neuroimaging. Methods Individual brain MRI and clinical data from 2357 Parkinson's disease patients and 1182 healthy controls were collected from 19 sources. We analyzed regional cortical thickness, cortical surface area, and subcortical volume using mixed-effects models. Patients grouped according to Hoehn and Yahr stage were compared with age- and sex-matched controls. Within the patient sample, we investigated associations with Montreal Cognitive Assessment score. Results Overall, patients showed a thinner cortex in 38 of 68 regions compared with controls (d(max) = -0.20, d(min) = -0.09). The bilateral putamen (d(left) = -0.14, d(right) = -0.14) and left amygdala (d = -0.13) were smaller in patients, whereas the left thalamus was larger (d = 0.13). Analysis of staging demonstrated an initial presentation of thinner occipital, parietal, and temporal cortices, extending toward rostrally located cortical regions with increased disease severity. From stage 2 and onward, the bilateral putamen and amygdala were consistently smaller with larger differences denoting each increment. Poorer cognition was associated with widespread cortical thinning and lower volumes of core limbic structures. Conclusions Our findings offer robust and novel imaging signatures that are generally incremental across but in certain regions specific to disease stages. Our findings highlight the importance of adequately powered multicenter collaborations.
ENIGMA; MRI; Parkinson's disease; brain; disease severity
Settore MED/26 - Neurologia
nov-2021
Article (author)
File in questo prodotto:
File Dimensione Formato  
Movement Disorders - 2021 - Laansma - International Multicenter Analysis of Brain Structure Across Clinical Stages of.pdf

accesso aperto

Descrizione: Research Article
Tipologia: Publisher's version/PDF
Dimensione 1.63 MB
Formato Adobe PDF
1.63 MB Adobe PDF Visualizza/Apri
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/968045
Citazioni
  • ???jsp.display-item.citation.pmc??? 17
  • Scopus 44
  • ???jsp.display-item.citation.isi??? 42
social impact