Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Aging Neurosci.

Sec. Parkinson’s Disease and Aging-related Movement Disorders

This article is part of the Research TopicParkinson Disease: Current findings and challenges in diagnosing and treating motor and non-motor symptomsView all 17 articles

Financial abilities in patients with Parkinson's disease and Mild Cognitive Impairment: unveiling cognitive and neurofunctional correlates of basic and advanced financial skills

Provisionally accepted
  • 1IRCCS Ospedale San Camillo, Venice, Italy
  • 2Padova Neuroscience Center, University of Padova, Padova, Italy
  • 3Defitech Chair of Clinical Neuroengineering, Neuro-X Institute (INX), École Polytechnique Fédérale de Lausanne (EPFL), Geneva, Switzerland
  • 4Defitech Chair of Clinical Neuroengineering, INX, EPFL Valais, Clinique Romande de Réadaptation, Sion, Switzerland
  • 5Universita degli Studi di Padova Dipartimento di Neuroscienze, Padua, Italy
  • 6Scuola Universitaria Superiore Pavia, Pavia, Italy
  • 7Neuropsychological Service, Rehabilitation Unit - University Hospital and Health Services of Trieste, ASUGI, Trieste, Italy
  • 8Clinical Unit of Neurology - University Hospital and Health Services of Trieste, Trieste, Italy
  • 9Universita degli Studi di Padova Dipartimento di Psicologia Generale, Padua, Italy
  • 10Study Center or Neurodegeneration (CESNE), University of Padova, Padova, Italy
  • 11Philips Healthcare, Milano, Italy
  • 12Study Center for Neurodegeneration (CESNE), University of Padova, Padova, Italy
  • 13Parkinson and Movement Disorders Unit, Department of Neuroscience, University of Padova, Padova, Italy
  • 14Clinical Unit Neurology - University Hospital and Health Services of Trieste, ASUGI, Trieste, Italy
  • 15Neurology Unit, Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy

The final, formatted version of the article will be published soon.

Background: Parkinson’s disease (PD) entails widespread neurodegenerative changes extending beyond motor symptoms to cognitive and large-scale network alterations that compromise functional autonomy. Financial abilities (FAs) are complex, ecologically relevant skills crucial for independent living, yet their neurocognitive and neurofunctional substrates in PD remain largely unexplored. This study investigates the cognitive, structural, and neurofunctional correlates of basic and advanced FAs in PD with mild cognitive impairment (PD-MCI), using voxel-based morphometry to identify structural brain changes associated with FAs and resting-state network analyses to elucidate how brain connectivity supports preserved financial functioning. Methods: 33 individuals with PD-MCI completed a comprehensive neuropsychological assessment, including the Numerical Activities of Daily Living-Financial Short battery, to evaluate basic and advanced FAs. A subset of patients (n=24) underwent acquisition of 3T structural and resting-state functional neuroimaging data. To identify cognitive and neural predictors of basic and advanced FAs, multiple regression models incorporating demographic covariates, cognitive and neuroimaging predictors were employed via stepwise Akaike Information Criterion and LASSO procedures. Results: Basic FAs were associated with general cognition and formal numerical competence (i.e., arithmetic knowledge), alongside negative functional correlations between somatomotor and subcortical networks. Advanced FAs were associated with different cognitive functions, such as executive ones, informal numerical competencies (i.e., use of numbers in everyday life), social cognition, language, and memory, and were linked to cerebellar network dynamics, specifically, increased anti-correlation with salience and limbic systems and enhanced synchronization with frontoparietal and subcortical circuits. Discussion: FAs in PD-MCI rely on a dynamic balance between network specialization and compensatory integration, reflecting adaptive reorganization of cortico-subcortical and cerebellar systems that may sustain complex cognitive functioning and functional independence.

Keywords: cognitive functions, cognitive impairment, Financial abilities, fMRI, functional connectivity, MRI, Parkinson's disease

Received: 14 Nov 2025; Accepted: 03 Feb 2026.

Copyright: © 2026 Danesin, Pagnin, Maistrello, Baron, Menardi, Piazzalunga, Menichelli, Cattarruzza, Rigon, Koutsikos, Biundo, Ferrazzi, Semenza, Antonini, Manganotti, Vallesi and Burgio. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Laura Danesin
Francesca Burgio

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.