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@ARTICLE{Joza:279878,
      author       = {Joza, Stephen and Delva, Aline and Tremblay, Christina and
                      Vo, Andrew and Filiatrault, Marie and Tweedale, Max and
                      Gagnon, Jean-François and Postuma, Ronald B and Dagher,
                      Alain and Klein, Johannes and Hu, Michele and Dusek, Petr
                      and Marecek, Stanislav and Varga, Zsoka and Taylor,
                      John-Paul and O'Brien, John T and Firbank, Michael and
                      Thomas, Alan and Donaghy, Paul C and Lehéricy, Stéphane
                      and Vidailhet, Marie and Corvol, Jean-Christophe and Iceberg
                      Study Group and Camicioli, Richard and Chertkow, Howard and
                      Lewis, Simon and Matar, Elie and Ehgoetz Martens, Kaylena A
                      and Churchill, Lachlan and Sommerauer, Michael and Röttgen,
                      Sinah and Borghammer, Per and Knudsen, Karoline and Hansen,
                      Allan K and Arnaldi, Dario and Orso, Beatrice and Mattioli,
                      Pietro and Roccatagliata, Luca and Monchi, Oury and Rahayel,
                      Shady},
      collaboration = {Arnulf, Isabelle},
      othercontributors = {Arnulf, Isabelle and Bekadar, Samir and Benchetrit, Eve and
                          Brice, Alexis and Brochard, Vanessa and Chalançon, Alizé
                          and Colsch, Benoit and Cormier-Dequaire, Florence and
                          Corvol, Jean-Christophe and Czernecki, Virginie and Degos,
                          Bertrand and Delorme, Cécile and Dodet, Pauline and
                          Dongmo-Kenfack, Carole and Habert, Marie-Odile and Ichou,
                          Farid and Ihle, Jonas and Galléa, Cécile and Gaurav, Rahul
                          and Glachant, Marie-Alexandrine and Gomes, Manon and Grabli,
                          David and Hainque, Elodie and Jeancolas, Laetitia and
                          Laganot, Christelle and Lehéricy, Stéphane and Lesage,
                          Suzanne and Leu-Semenescu, Smaranda and Levy, Richard and
                          Maheo, Valentine and Mangone, Graziella and Mariani, Louise
                          Laure and Méneret, Aurelie and Menon, Poornima and Mochel,
                          Fanny and Perlbarg, Vincent and Petrovska, Dijana and
                          Pineau, Fanny and Pyatigorskaya, Nadya and Rivaud-Pechoux,
                          Sophie and Roze, Emmanuel and Sambin, Sara and Socha, Julie
                          and Tenenhaus, Arthur and Valabregue, Romain and Vidailhet,
                          Marie and Yahia-Cherif, Lydia},
      title        = {{D}istinct brain atrophy progression subtypes underlie
                      phenoconversion in isolated {REM} sleep behaviour disorder.},
      journal      = {EBioMedicine},
      volume       = {117},
      issn         = {2352-3964},
      address      = {Amsterdam [u.a.]},
      publisher    = {Elsevier},
      reportid     = {DZNE-2025-00845},
      pages        = {105753},
      year         = {2025},
      abstract     = {Synucleinopathies include a spectrum of disorders varying
                      in features and severity, including idiopathic/isolated REM
                      sleep behaviour disorder (iRBD), Parkinson's disease (PD),
                      and dementia with Lewy bodies (DLB). Distinct brain atrophy
                      patterns may already be seen in iRBD; however, how brain
                      atrophy begins and progresses remains unclear.A multicentric
                      cohort of 1276 participants (451 polysomnography-confirmed
                      iRBD, 142 PD with probable RBD, 87 DLB, and 596 controls)
                      underwent T1-weighted MRI and longitudinal clinical
                      assessments. Brain atrophy was quantified using vertex-based
                      cortical surface reconstruction and volumetric segmentation.
                      The unsupervised machine learning algorithm, Subtype and
                      Stage Inference (SuStaIn), was used to reconstruct
                      spatiotemporal patterns of brain atrophy progression.SuStaIn
                      identified two distinct subtypes of brain atrophy
                      progression: 1) a 'cortical-first' subtype, with atrophy
                      beginning in the frontal lobes and involving the subcortical
                      structures at later stages; and 2) a 'subcortical-first'
                      subtype, with atrophy beginning in the limbic areas and
                      involving cortical structures at later stages. Both
                      cortical- and subcortical-first subtypes were associated
                      with a higher rate of increase in MDS-UPDRS-III scores over
                      time, but cognitive decline was subtype-specific, being
                      associated with advancing stages in patients classified as
                      cortical-first but not subcortical-first. Classified
                      patients were more likely to phenoconvert over time compared
                      to stage 0/non-classified patients. Among the 88 patients
                      with iRBD who phenoconverted during follow-up, those
                      classified within the cortical-first subtype had a
                      significantly increased likelihood of developing DLB
                      compared to PD, unlike those classified within the
                      subcortical-first subtype.There are two distinct atrophy
                      progression subtypes in iRBD, with the cortical-first
                      subtype linked to an increased likelihood of developing DLB,
                      while both subtypes were associated with worsening
                      parkinsonian motor features. This underscores the potential
                      utility of subtype identification and staging for monitoring
                      disease progression and patient selection for trials.This
                      study was supported by grants to S.R. from Alzheimer Society
                      Canada (0000000082) and by Parkinson Canada
                      (PPG-2023-0000000122). The work performed in Montreal was
                      supported by the Canadian Institutes of Health Research
                      (CIHR), the Fonds de recherche du Québec - Santé (FRQS),
                      and the W. Garfield Weston Foundation. The work performed in
                      Oxford was funded by Parkinson's UK (J-2101) and the
                      National Institute for Health Research (NIHR) Oxford
                      Biomedical Research Centre (BRC). The work performed in
                      Prague was funded by the Czech Health Research Council
                      (grant NU21-04-00535) and by The National Institute for
                      Neurological Research (project number LX22NPO5107), financed
                      by the European Union - Next Generation EU. The work
                      performed in Newcastle was funded by the NIHR Newcastle BRC
                      based at Newcastle upon Tyne Hospitals NHS Foundation Trust
                      and Newcastle University. The work performed in Paris was
                      funded by grants from the Programme d'investissements
                      d'avenir (ANR-10-IAIHU-06), the Paris Institute of
                      Neurosciences - IHU (IAIHU-06), the Agence Nationale de la
                      Recherche (ANR-11-INBS-0006), Électricité de France
                      (Fondation d'Entreprise EDF), the EU Joint
                      Programme-Neurodegenerative Disease Research (JPND) for the
                      Control-PD Project (Cognitive Propagation in Prodromal
                      Parkinson's disease), the Fondation Thérèse et René
                      Planiol, the Fonds Saint-Michel; by unrestricted support for
                      research on Parkinson's disease from Energipole (M. Mallart)
                      and the Société Française de Médecine Esthétique (M.
                      Legrand); and by a grant from the Institut de France to
                      Isabelle Arnulf (for the ALICE Study). The work performed in
                      Sydney was supported by a Dementia Team Grant from the
                      National Health and Medical Research Council (#1095127). The
                      work performed in Cologne was funded by the Else
                      Kröner-Fresenius-Stiftung (grant number $2019_EKES.02),$
                      the Köln Fortune Program, Faculty of Medicine, University
                      of Cologne, and the 'Netzwerke 2021 Program (Ministry of
                      Culture and Science of Northrhine Westphalia State). The
                      work performed in Aarhus was supported by funding from the
                      Lundbeck Foundation, Parkinsonforeningen (The Danish
                      Parkinson Association), and the Jascha Foundation.},
      keywords     = {Humans / REM Sleep Behavior Disorder: pathology / REM Sleep
                      Behavior Disorder: etiology / REM Sleep Behavior Disorder:
                      diagnosis / REM Sleep Behavior Disorder: diagnostic imaging
                      / Male / Female / Disease Progression / Aged / Magnetic
                      Resonance Imaging / Atrophy / Brain: pathology / Brain:
                      diagnostic imaging / Middle Aged / Lewy Body Disease:
                      pathology / Aged, 80 and over / Parkinson Disease: pathology
                      / Dementia with Lewy bodies (Other) / MRI (Other) / Machine
                      learning (Other) / Parkinson's disease (Other) / REM sleep
                      behaviour disorder (Other) / Subtyping (Other)},
      cin          = {AG Petzold},
      ddc          = {610},
      cid          = {I:(DE-2719)1013020},
      pnm          = {353 - Clinical and Health Care Research (POF4-353)},
      pid          = {G:(DE-HGF)POF4-353},
      typ          = {PUB:(DE-HGF)16},
      pubmed       = {pmid:40447483},
      pmc          = {pmc:PMC12177146},
      doi          = {10.1016/j.ebiom.2025.105753},
      url          = {https://pub.dzne.de/record/279878},
}