Cerebro-cerebellar motor networks in clinical subtypes of Parkinson’s disease

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作者
Silvia Basaia
Federica Agosta
Alessandro Francia
Camilla Cividini
Roberta Balestrino
Tanja Stojkovic
Iva Stankovic
Vladana Markovic
Elisabetta Sarasso
Andrea Gardoni
Rosita De Micco
Luigi Albano
Elka Stefanova
Vladimir S. Kostic
Massimo Filippi
机构
[1] IRCCS San Raffaele Scientific Institute,Neuroimaging Research Unit, Division of Neuroscience
[2] IRCCS San Raffaele Scientific Institute,Neurology Unit
[3] Vita-Salute San Raffaele University,Clinic of Neurology, Faculty of Medicine
[4] University of Belgrade,Laboratory of Movement Analysis
[5] San Raffaele Scientific Institute,Department of Advanced Medical and Surgical Sciences
[6] University of Campania “Luigi Vanvitelli”,Neurophysiology Service
[7] IRCCS San Raffaele Scientific Institute,Neurorehabilitation Unit
[8] IRCCS San Raffaele Scientific Institute,undefined
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摘要
Parkinson’s disease (PD) patients can be classified in tremor-dominant (TD) and postural-instability-and-gait-disorder (PIGD) motor subtypes. PIGD represents a more aggressive form of the disease that TD patients have a potentiality of converting into. This study investigated functional alterations within the cerebro-cerebellar system in PD-TD and PD-PIGD patients using stepwise functional connectivity (SFC) analysis and identified neuroimaging features that predict TD to PIGD conversion. Thirty-two PD-TD, 26 PD-PIGD patients and 60 healthy controls performed clinical/cognitive evaluations and resting-state functional MRI (fMRI). Four-year clinical follow-up data were available for 28 PD-TD patients, who were classified in 10 converters (cTD-PD) and 18 non-converters (ncTD-PD) to PIGD. The cerebellar seed-region was identified using a fMRI motor task. SFC analysis, characterizing regions that connect brain areas to the cerebellar seed at different levels of link-step distances, evaluated similar and divergent alterations in PD-TD and PD-PIGD. The discriminatory power of clinical data and/or SFC in distinguishing cPD-TD from ncPD-TD patients was assessed using ROC curve analysis. Compared to PD-TD, PD-PIGD patients showed decreased SFC in temporal lobe and occipital lobes and increased SFC in cerebellar cortex and ponto-medullary junction. Considering the subtype-conversion analysis, cPD-TD patients were characterized by increased SFC in temporal and occipital lobes and in cerebellum and ponto-medullary junction relative to ncPD-TD group. Combining clinical and SFC data, ROC curves provided the highest classification power to identify conversion to PIGD. These findings provide novel insights into the pathophysiology underlying different PD motor phenotypes and a potential tool for early characterization of PD-TD patients at risk of conversion to PIGD.
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