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- Albrecht, F., et al.
(author)
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Unraveling Parkinson's disease heterogeneity using subtypes based on multimodal data
- 2022
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In: Parkinsonism and Related Disorders. - : Elsevier BV. - 1353-8020 .- 1873-5126. ; 102, s. 19-29
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Journal article (peer-reviewed)abstract
- Background: Parkinson's disease (PD) is a clinically and neuroanatomically heterogeneous neurodegenerative disease characterized by different subtypes. To this date, no studies have used multimodal data that combines clinical, motor, cognitive and neuroimaging assessments to identify these subtypes, which may provide complementary, clinically relevant information. To address this limitation, we subtyped participants with mild-moderate PD based on a rich, multimodal dataset of clinical, cognitive, motor, and neuroimaging variables. Methods: Cross-sectional data from 95 PD participants from our randomized EXPANd (EXercise in PArkinson's disease and Neuroplasticity) controlled trial were included. Participants were subtyped using clinical, motor, and cognitive assessments as well as structural and resting-state MRI data. Subtyping was done by random forest clustering. We extracted information about the subtypes by inspecting their neuroimaging profiles and descriptive statistics. Results: Our multimodal subtyping analysis yielded three PD subtypes: a motor-cognitive subtype characterized by widespread alterations in brain structure and function as well as impairment in motor and cognitive abilities; a cognitive dominant subtype mainly impaired in cognitive function that showed frontoparietal structural and functional changes; and a motor dominant subtype impaired in motor variables without any brain alterations. Motor variables were most important for the subtyping, followed by gray matter volume in the right medial postcentral gyrus. Conclusions: Three distinct PD subtypes were identified in our multimodal dataset. The most important features to subtype PD participants were motor variables in addition to structural MRI in the sensorimotor region. These findings have the potential to improve our understanding of PD heterogeneity, which in turn can lead to personalized interventions and rehabilitation.
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- Haasum, Ylva, et al.
(author)
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Use of antidepressants in Parkinson's disease : A Swedish register-based study of over 1.5 million older people
- 2016
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In: Parkinsonism & Related Disorders. - : Elsevier BV. - 1353-8020 .- 1873-5126. ; 27, s. 85-88
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Journal article (peer-reviewed)abstract
- Introduction: It has been suggested that depression in Parkinson's Disease (PD) is often unrecognized and undertreated. However, few previous studies have studied the use of antidepressants in a large sample of both home-dwelling and institutionalized elderly persons with PD. We aimed to study the use of antidepressants in older persons using anti-parkinson drugs (APD, used as a proxy for PD), stratified by residential setting. Methods: We analyzed individual data on age, sex, residential setting and drug use in over 1.5 million older persons in the Swedish Prescribed Drug Register on 31th of December 2013. Results: Twenty-two percent of the home-dwellers and 50% of the institutionalized elderly persons with APD used antidepressants. Persons with APD had a higher probability of use of any antidepressant compared to persons without APD. A selective serotonin reuptake inhibitor (SSRI) was the most commonly used antidepressants in both settings followed by mirtazapin. Conclusions: The high use of antidepressants among older persons with APD warrants further studies on the quality of treatment of depression in PD.
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- Johansson, Anders, et al.
(author)
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[11C]-PIB imaging in patients with Parkinson's disease : preliminary results
- 2008
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In: Parkinsonism & Related Disorders. - : Elsevier BV. - 1353-8020 .- 1873-5126. ; 14:4, s. 345-347
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Journal article (peer-reviewed)abstract
- [11C]-PIB positron emission tomography ([11C]-PIB PET) is a sensitive marker of amyloid in Alzheimer's disease (AD), but its specificity has not been fully evaluated. Vascular amyloid-β deposition is common in Parkinson's disease (PD) and α-synuclein, the major component of the Lewy bodies in PD, forms amyloid fibrils. We investigated five apparently cognitively normal PD patients with [11C]-PIB PET. The results were compared to 16 patients with AD and six healthy controls from a previous study. [11C]-PIB retention was not significantly increased in our patients who all had early stage PD. Further studies of more advanced PD patients are warranted.
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