Unraveling Microstructural and Macrostructural Brain Age Dynamics in Multiple Sclerosis
Integrating qMRI improves brain age predictions. Brain-PAD serves as an imaging biomarker to quantify MS-associated aging and track disability and neuroinflammation progression.
Authors
- Xinjie Chen (ORCID: https://orcid.org/0000-0002-3683-6489)
- Emanuele Pravatà (ORCID: https://orcid.org/0000-0002-5225-2993)
- Franca Wagner (ORCID: https://orcid.org/0000-0001-7502-4814)
- Sabine Schädelin (ORCID: https://orcid.org/0000-0002-1150-0962)
- Marjolaine Uginet (ORCID: https://orcid.org/0000-0001-5997-7500)
- Marcus D’Souza (ORCID: https://orcid.org/0000-0001-5175-9541)
- Claire Bridel (ORCID: https://orcid.org/0000-0001-7267-7676)
- Michael Diepers (ORCID: https://orcid.org/0000-0002-1363-5289)
- Andrew Lung-Tat Chan (ORCID: https://orcid.org/0000-0003-3434-7283)
- Federico Spagnolo (ORCID: https://orcid.org/0000-0001-9606-0400)
- Patrice H. Lalive (ORCID: https://orcid.org/0000-0003-0607-5778)
- Willeke M. Menks (ORCID: https://orcid.org/0000-0002-0983-7929)
- Alessandro Cagol (ORCID: https://orcid.org/0000-0002-7703-0553)
- José P. Marques (ORCID: https://orcid.org/0000-0001-8157-8864)
- Claudio Gobbi (ORCID: https://orcid.org/0000-0002-7554-0664)
- Patrick Roth (ORCID: https://orcid.org/0000-0003-3897-214X)
- Jens Kühle (ORCID: https://orcid.org/0000-0002-6963-8892)
- Kwok‐Shing Chan (ORCID: https://orcid.org/0000-0001-8427-169X)
- Stefanie Mueller
- Olaf Chan-Hi Kim
- Po‐Jui Lu (ORCID: https://orcid.org/0000-0001-6031-6865)
- Bettina Fischer‐Barnicol (ORCID: https://orcid.org/0009-0000-9369-7238)
- Ludwig Kappos (ORCID: https://orcid.org/0000-0003-4175-5509)
- Matthias Weigel (ORCID: https://orcid.org/0000-0002-4910-1414)
- Robert Hoepner (ORCID: https://orcid.org/0000-0002-0115-7021)
- Giulio Disanto (ORCID: https://orcid.org/0000-0002-8512-6096)
- Özgür Yaldizli (ORCID: https://orcid.org/0000-0002-0800-4845)
- Esther Ruberte (ORCID: https://orcid.org/0000-0002-0195-4602)
- Clara Ekerdt (ORCID: https://orcid.org/0000-0002-8776-3080)
- Marcel P. Zwiers (ORCID: https://orcid.org/0000-0001-5483-2935)
- Chiara Zecca (ORCID: https://orcid.org/0000-0002-9990-3431)
- Renaud Du Pasquier (ORCID: https://orcid.org/0000-0002-2786-3434)
- David Leppert (ORCID: https://orcid.org/0000-0001-6172-801X)
- Pascal Benkert (ORCID: https://orcid.org/0000-0001-6525-8174)
- Caroline Pot (ORCID: https://orcid.org/0000-0002-1146-3129)
- Sebastian Finkener (ORCID: https://orcid.org/0000-0001-6449-0756)
- Mario Ocampo‐Pineda (ORCID: https://orcid.org/0000-0003-2239-7355)
- Jochen Vehoff (ORCID: https://orcid.org/0000-0001-9531-8262)
- Johanna Oechtering (ORCID: https://orcid.org/0000-0001-5359-7961)
- Cristina Granziera (ORCID: https://orcid.org/0000-0002-4917-8761)
- Lester Melie‐García (ORCID: https://orcid.org/0000-0001-5602-8916)
- Johanna M. Lieb (ORCID: https://orcid.org/0000-0002-9407-6473)
Institutions
- University of Bern (CH)
- Harvard University (US)
- Radboud University Nijmegen (NL)
- University of Basel (CH)
- University of St.Gallen (CH)
- University Hospital of Bern (CH)
- Centre Hospitalier Universitaire Vaudois (CH)
- University Hospital of Basel (CH)
- Laboratory for Biomedical Neurosciences (CH)
- University Hospital of Zurich (CH)
- University Hospital of Geneva (CH)
- Athinoula A. Martinos Center for Biomedical Imaging (US)
- HES-SO Valais-Wallis (CH)
- Kantonsspital Aarau (CH)
- Università della Svizzera italiana (CH)
- Geneva College (US)
- University of Genoa (IT)
- University of Lausanne (CH)
Publication Details
- Journal
- Neurology Neuroimmunology & Neuroinflammation
- Published
- 2025-08-19
- DOI
- https://doi.org/10.1212/nxi.0000000000200459
- Primary Topic
- Functional Brain Connectivity Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00