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Alterations in topological and dynamical parameters correlate with disease biomarkers and neuropsychological scores in prodromic stages of dementia.

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Title: Alterations in topological and dynamical parameters correlate with disease biomarkers and neuropsychological scores in prodromic stages of dementia.
Authors: Monteverdi A; Digital Neuroscience Centre, IRCCS Mondino Foundation, Pavia, Italy. anita.monteverdi01@universitadipavia.it., Ramusino MC; Unit of Behavioral Neurology, IRCCS Mondino Foundation, Pavia, Italy., Conca F; Institute for Advanced Studies (IUSS), Pavia, Italy., Manzon S; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy., Redolfi A; Laboratory of Neuroinformatics, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy., Lupi E; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy., De Grazia M; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy., Lorenzi RM; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy., Gaviraghi M; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy., Mazzocchi L; Advanced Imaging and Artificial Intelligence Center, IRCCS Mondino Foundation, Pavia, Italy., Farina LM; Advanced Imaging and Artificial Intelligence Center, IRCCS Mondino Foundation, Pavia, Italy., Costa A; Unit of Behavioral Neurology, IRCCS Mondino Foundation, Pavia, Italy.; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy., Pichiecchio A; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.; Advanced Imaging and Artificial Intelligence Center, IRCCS Mondino Foundation, Pavia, Italy., Cappa SF; Institute for Advanced Studies (IUSS), Pavia, Italy.; IRCCS Istituto Auxologico Italiano, Milan, Italy., Wheeler-Kingshott CAMG; Digital Neuroscience Centre, IRCCS Mondino Foundation, Pavia, Italy.; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.; Department of Neuroinflammation, Queen Square Multiple Sclerosis Centre, NMR Research Unit, UCL Queen Square Institute of Neurology, London, UK., Palesi F; Digital Neuroscience Centre, IRCCS Mondino Foundation, Pavia, Italy.; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy., D'Angelo E; Digital Neuroscience Centre, IRCCS Mondino Foundation, Pavia, Italy. dangelo@unipv.it.; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy. dangelo@unipv.it.
Source: Scientific reports [Sci Rep] 2026 Jun 08. Date of Electronic Publication: 2026 Jun 08.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Alterations in topological and dynamical parameters correlate with disease biomarkers and neuropsychological scores in prodromic stages of dementia.
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  Data: <searchLink fieldCode="AU" term="%22Monteverdi+A%22">Monteverdi A</searchLink>; Digital Neuroscience Centre, IRCCS Mondino Foundation, Pavia, Italy. anita.monteverdi01@universitadipavia.it.<br /><searchLink fieldCode="AU" term="%22Ramusino+MC%22">Ramusino MC</searchLink>; Unit of Behavioral Neurology, IRCCS Mondino Foundation, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Conca+F%22">Conca F</searchLink>; Institute for Advanced Studies (IUSS), Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Manzon+S%22">Manzon S</searchLink>; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Redolfi+A%22">Redolfi A</searchLink>; Laboratory of Neuroinformatics, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy.<br /><searchLink fieldCode="AU" term="%22Lupi+E%22">Lupi E</searchLink>; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22De+Grazia+M%22">De Grazia M</searchLink>; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Lorenzi+RM%22">Lorenzi RM</searchLink>; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Gaviraghi+M%22">Gaviraghi M</searchLink>; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Mazzocchi+L%22">Mazzocchi L</searchLink>; Advanced Imaging and Artificial Intelligence Center, IRCCS Mondino Foundation, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Farina+LM%22">Farina LM</searchLink>; Advanced Imaging and Artificial Intelligence Center, IRCCS Mondino Foundation, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Costa+A%22">Costa A</searchLink>; Unit of Behavioral Neurology, IRCCS Mondino Foundation, Pavia, Italy.; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Pichiecchio+A%22">Pichiecchio A</searchLink>; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.; Advanced Imaging and Artificial Intelligence Center, IRCCS Mondino Foundation, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Cappa+SF%22">Cappa SF</searchLink>; Institute for Advanced Studies (IUSS), Pavia, Italy.; IRCCS Istituto Auxologico Italiano, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Wheeler-Kingshott+CAMG%22">Wheeler-Kingshott CAMG</searchLink>; Digital Neuroscience Centre, IRCCS Mondino Foundation, Pavia, Italy.; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.; Department of Neuroinflammation, Queen Square Multiple Sclerosis Centre, NMR Research Unit, UCL Queen Square Institute of Neurology, London, UK.<br /><searchLink fieldCode="AU" term="%22Palesi+F%22">Palesi F</searchLink>; Digital Neuroscience Centre, IRCCS Mondino Foundation, Pavia, Italy.; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22D'Angelo+E%22">D'Angelo E</searchLink>; Digital Neuroscience Centre, IRCCS Mondino Foundation, Pavia, Italy. dangelo@unipv.it.; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy. dangelo@unipv.it.
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              Text: 2026 Jun 08
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