Evidence map›Paper›PMID 41858788›Full record

ArticleFrontiers in aging neuroscience2026

Financial abilities in patients with Parkinson's disease and mild cognitive impairment: unveiling cognitive and neurofunctional correlates of basic and advanced financial skills.

Laura Danesin, Giulia Pagnin, Lorenza Maistrello, Giorgia Baron, Arianna Menardi, Elena Piazzalunga, Alina Menichelli, Tatiana Cattaruzza, Leonardo Rigon, Konstantinos Koutsikos and 7 more

Abstract read
In one paragraph

Article in Frontiers in aging neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Laura DanesinIRCCS San Camillo Hospital, Venezia, Italy.
Giulia PagninIRCCS San Camillo Hospital, Venezia, Italy.
Lorenza MaistrelloIRCCS San Camillo Hospital, Venezia, Italy.
Giorgia BaronDefitech Chair of Clinical Neuroengineering, Neuro-X Institute (INX), cole Polytechnique Fédérale de Lausanne (EPFL), Geneva, Switzerland.
Arianna MenardiPadua Neuroscience Center, University of Padua, Padua, Italy.
Elena PiazzalungaIRCCS San Camillo Hospital, Venezia, Italy.
Alina MenichelliNeuropsychological Service, Rehabilitation Unit - University Hospital and Health Services of Trieste, ASUGI, Trieste, Italy.
Tatiana CattaruzzaNeurology Unit, Hospital Care Department of Medicine, Azienda Sanitaria Universitaria Giuliano Isontina, Trieste, Italy.
Leonardo RigonIRCCS San Camillo Hospital, Venezia, Italy.
Konstantinos KoutsikosIRCCS San Camillo Hospital, Venezia, Italy.
Roberta BiundoIRCCS San Camillo Hospital, Venezia, Italy.
Giulio FerrazziPhilips Healthcare, Milan, Italy.
Carlo SemenzaPadua Neuroscience Center, University of Padua, Padua, Italy.
Angelo AntoniniIRCCS San Camillo Hospital, Venezia, Italy.
Paolo ManganottiNeurology Unit, Hospital Care Department of Medicine, Azienda Sanitaria Universitaria Giuliano Isontina, Trieste, Italy.
Antonino VallesiPadua Neuroscience Center, University of Padua, Padua, Italy.
Francesca BurgioIRCCS San Camillo Hospital, Venezia, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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: Thirty three 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 ( 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.

Indexed as

cognitive functionscognitive impairmentfinancial abilitiesfMRIfunctional connectivityMRIParkinson’s disease

Identifiers

PMID41858788
PMCPMC12995605

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.