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Luo Z, Zhu Y, Zhu Y, Liu B, Li Y, Yin L, Liu J, Xu Z, Ren H, Yang X. Cognitive function in Parkinson's disease: associations with perivascular space in basal ganglia. Neurol Sci 2024; 45:5973-5981. [PMID: 39212793 DOI: 10.1007/s10072-024-07729-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 08/19/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Cognitive impairment is one of the most common symptoms of Parkinson's disease (PD), and may be detectable through changes in neural features visualized by magnetic resonance imaging (MRI). Mild cognitive impairment is a transitional state between normal aging and dementia, and early recognition of Parkinson's disease with mild cognitive impairment (PD-MCI) can help improve the quality of life and treatment for patients. This study investigated the association of enlarged perivascular space (EPVS) and white matter hyperintensity (WMH) with PD-MCI. AIMS This study aimed to evaluate whether EPVS and WMH can be used as potential MRI markers for PD-MCI. METHODS This retrospective study involved 200 patients with PD who underwent cranial MRI in our hospital from April 2021 to April 2022. Patients were divided into those with no cognitive impairment (PD-NCI) or mild cognitive impairment. Uni- and multivariate logistic regression analyzed associations of EPVS, WMH, and clinicodemographic characteristics with cognitive decline. RESULTS Univariate regression identified severe EPVS in basal ganglia, severe WMH, older age, late-onset, male sex, low educational level, longer duration of disease, low triglycerides, low uric acid, and low scores on the Mini-mental State Exam as risk factors for PD-MCI. After adjusting for clinicodemographic risk factors in multivariate regression, low education level and EPVS in basal ganglia remained risk factors for cognitive impairment. CONCLUSIONS Severe EPVS in basal ganglia and poor education, but not WMH, are independent risk factors of PD-MCI. Our findings suggest that non-invasive detection of EPVS in basal ganglia by MRI may be a valuable early indicator of cognitive decline in PD patients.
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Affiliation(s)
- Zhenglong Luo
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
- Department of Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
| | - Yangfan Zhu
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
- Department of Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
| | - Yongyun Zhu
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
- Department of Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
| | - Bin Liu
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
- Department of Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
| | - Yuxia Li
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
- Department of Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
| | - Lei Yin
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
- Department of Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
| | - Jie Liu
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
- Department of Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
| | - Zhong Xu
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
- Department of Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China
| | - Hui Ren
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China.
- Department of Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China.
| | - Xinglong Yang
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China.
- Department of Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan Province, P.R. China.
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Abdelnour C, Young CB, Shahid-Besanti M, Smith A, Wilson EN, Ramos Benitez J, Vossler H, Plastini MJ, Winer JR, Kerchner GA, Cholerton B, Andreasson KI, Henderson VW, Yutsis M, Montine TJ, Tian L, Mormino EC, Poston KL. Plasma pTau181 Reveals a Pathological Signature that Predicts Cognitive Outcomes in Lewy Body Disease. Ann Neurol 2024; 96:526-538. [PMID: 38888142 PMCID: PMC11324388 DOI: 10.1002/ana.27003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 05/22/2024] [Accepted: 05/25/2024] [Indexed: 06/20/2024]
Abstract
OBJECTIVE To determine whether plasma phosphorylated-Tau181 (pTau181) could be used as a diagnostic biomarker of concurrent Alzheimer's disease neuropathologic change (ADNC) or amyloidosis alone, as well as a prognostic, monitoring, and susceptibility/risk biomarker for clinical outcomes in Lewy body disease (LBD). METHODS We studied 565 participants: 94 LBD with normal cognition, 83 LBD with abnormal cognition, 114 with Alzheimer's disease, and 274 cognitively normal. Plasma pTau181 levels were measured with the Lumipulse G platform. Diagnostic accuracy for concurrent ADNC and amyloidosis was assessed with Receiver Operating Characteristic curves in a subset of participants with CSF pTau181/Aβ42, and CSF Aβ42/Aβ40 or amyloid-β PET, respectively. Linear mixed effects models were used to examine the associations between baseline and longitudinal plasma pTau181 levels and clinical outcomes. RESULTS Plasma pTau181 predicted concurrent ADNC and amyloidosis in LBD with abnormal cognition with 87% and 72% accuracy, respectively. In LBD patients with abnormal cognition, higher baseline plasma pTau181 was associated with worse baseline MoCA and CDR-SB, as well as accelerated decline in CDR-SB. Additionally, in this group, rapid increases in plasma pTau181 over 3 years predicted a faster decline in CDR-SB and memory. In LBD patients with normal cognition, there was no association between baseline or longitudinal plasma pTau181 levels and clinical outcomes; however, elevated pTau181 at baseline increased the risk of conversion to cognitive impairment. INTERPRETATION Our findings suggest that plasma pTau181 is a promising biomarker for concurrent ADNC and amyloidosis in LBD. Furthermore, plasma pTau181 holds potential as a prognostic, monitoring, and susceptibility/risk biomarker, predicting disease progression in LBD. ANN NEUROL 2024;96:526-538.
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Affiliation(s)
- Carla Abdelnour
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Christina B Young
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Marian Shahid-Besanti
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Alena Smith
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Edward N Wilson
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Javier Ramos Benitez
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Hillary Vossler
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Melanie J Plastini
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Joseph R Winer
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Geoffrey A Kerchner
- Pharma Research and Early Development, F. Hoffmann-La Roche, Ltd., Basel, Switzerland
| | - Brenna Cholerton
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Katrin I Andreasson
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Victor W Henderson
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
| | - Maya Yutsis
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Thomas J Montine
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Lu Tian
- Department of Biomedical Data Science, School of Medicine, Department of Statistics, School of Humanities and Sciences, Stanford University, Stanford, CA, USA
| | - Elizabeth C Mormino
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Kathleen L Poston
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
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Cao LX, Kong WL, Chan P, Zhang W, Morris MJ, Huang Y. Assessment tools for cognitive performance in Parkinson's disease and its genetic contributors. Front Neurol 2024; 15:1413187. [PMID: 38988604 PMCID: PMC11233456 DOI: 10.3389/fneur.2024.1413187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 06/14/2024] [Indexed: 07/12/2024] Open
Abstract
Background We have shown that genetic factors associating with motor progression of Parkinson's disease (PD), but their roles in cognitive function is poorly understood. One reason is that while cognitive performance in PD can be evaluated by various cognitive scales, there is no definitive guide indicating which tool performs better. Methods Data were obtained from the Parkinson's Progression Markers Initiative, where cognitive performance was assessed using five cognitive screening tools, including Symbol Digit Modalities Test (SDMT), Montreal Cognitive Assessment, Benton Judgment of Line Orientation, Modified Semantic Fluency Test, and Letter Number Sequencing Test, at baseline and subsequent annual follow-up visit for 5 years. Genetic data including ApoE and other PD risk genetic information were also obtained. We used SPSS-receiver operating characteristic and ANOVA repeated measures to evaluate which cognitive assessment is the best reflecting cognitive performance in PD at early stage and over time. Logistic regression analyses were used to determine the genetic associations with the rapidity of cognitive decline in PD. Results SDMT performed better in detecting mild cognitive impairment at baseline (AUC = 0.763), and SDMT was the only tool showing a steady cognitive decline during longitudinal observation. Multigenetic factors significantly associated with cognitive impairment at early stage of the disease (AUC = 0.950) with IP6K2 rs12497850 more evident, and a significantly faster decline (AUC = 0.831) within 5 years after motor onset, particularly in those carrying FGF20 rs591323. Conclusion SDMT is a preferable cognitive assessment tool for PD and genetic factors synergistically contribute to the cognitive dysfunction in PD.
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Affiliation(s)
- Ling-Xiao Cao
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Wee Lee Kong
- Pharmacology Department, School of Biomedical Sciences, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia
| | - Piu Chan
- Department of Neurobiology, Neurology and Geriatrics, National Clinical Research Center for Geriatric Disorders, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Wei Zhang
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Margaret J. Morris
- Pharmacology Department, School of Biomedical Sciences, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia
| | - Yue Huang
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Pharmacology Department, School of Biomedical Sciences, Faculty of Medicine and Health, UNSW Sydney, Sydney, NSW, Australia
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Plastini MJ, Abdelnour C, Young CB, Wilson EN, Shahid-Besanti M, Lamoureux J, Andreasson KI, Kerchner GA, Montine TJ, Henderson VW, Poston KL. Multiple biomarkers improve diagnostic accuracy across Lewy body and Alzheimer's disease spectra. Ann Clin Transl Neurol 2024; 11:1197-1210. [PMID: 38436140 DOI: 10.1002/acn3.52034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 01/20/2024] [Accepted: 02/13/2024] [Indexed: 03/05/2024] Open
Abstract
OBJECTIVE More than half of neurodegenerative disease patients have multiple pathologies at autopsy; however, most receive one diagnosis during life. We used the α-synuclein seed amplification assay (αSyn-SAA) and CSF biomarkers for amyloidosis and Alzheimer's disease (AD) neuropathological change (ADNC) to determine the frequency of co-pathologies in participants clinically diagnosed with Lewy body (LB) disease or AD. METHODS Using receiver operating characteristic analyses on retrospective CSF samples from 150 participants determined αSyn-SAA accuracy, sensitivity, and specificity for identifying clinically defined LB disease and predicting future change in clinical diagnosis. CSF biomarkers helped determine the frequency of concomitant Lewy body pathology, ADNC, and/or amyloidosis in participants with LB disease and AD, across clinical spectra. RESULTS Following a decade-long follow-up, the clinically or autopsy-defined diagnosis changed for nine participants. αSyn-SAA demonstrated improved accuracy (91.3%), sensitivity (89.3%), and specificity (93.3%) for identifying LB disease compared to all non-LB disease, highlighting the limitations of clinical diagnosis alone. When examining biomarkers of co-pathology, amyloidosis was present in 18%, 48%, and 71% (χ2(2) = 13.56, p = 0.001) and AD biomarkers were present in 0%, 8.7%, and 42.9% (χ2(2) = 18.44, p < 0.001) of LB disease participants with different stages of cognitive impairment respectively. Co-occurring biomarkers for αSyn-SAA and amyloidosis were present in 12% and 14% of AD compared to 43% and 57% LB disease participants with different stages of cognitive impairment (χ2(3) = 13.87, p = 0.003). INTERPRETATION Our study shows that using a combination of αSyn-SAA and AD biomarkers can identify people with αSyn, ADNC, and co-pathology better and earlier than traditional clinical diagnostic criteria alone.
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Affiliation(s)
- Melanie J Plastini
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
- Knight Initiative for Brain Resilience, Stanford University, Stanford, California, USA
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, California, USA
| | - Carla Abdelnour
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
- Knight Initiative for Brain Resilience, Stanford University, Stanford, California, USA
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, California, USA
| | - Christina B Young
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
- Knight Initiative for Brain Resilience, Stanford University, Stanford, California, USA
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, California, USA
| | - Edward N Wilson
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
- Knight Initiative for Brain Resilience, Stanford University, Stanford, California, USA
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, California, USA
| | - Marian Shahid-Besanti
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
- Knight Initiative for Brain Resilience, Stanford University, Stanford, California, USA
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, California, USA
| | | | - Katrin I Andreasson
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
- Knight Initiative for Brain Resilience, Stanford University, Stanford, California, USA
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, California, USA
- Chan Zuckerberg Biohub, San Francisco, California, 94158, USA
| | - Geoffrey A Kerchner
- Pharma Research and Early Development, F. Hoffmann-La Roche, Ltd., Basel, Switzerland
| | - Thomas J Montine
- Knight Initiative for Brain Resilience, Stanford University, Stanford, California, USA
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, California, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Victor W Henderson
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, California, USA
- Department of Epidemiology and Population Health, Stanford University, Stanford, California, USA
| | - Kathleen L Poston
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California, USA
- Knight Initiative for Brain Resilience, Stanford University, Stanford, California, USA
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, California, USA
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Liampas I, Kyriakoulopoulou P, Siokas V, Tsiamaki E, Stamati P, Kefalopoulou Z, Chroni E, Dardiotis E. Apolipoprotein E Gene in α-Synucleinopathies: A Narrative Review. Int J Mol Sci 2024; 25:1795. [PMID: 38339074 PMCID: PMC10855384 DOI: 10.3390/ijms25031795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 01/27/2024] [Accepted: 01/30/2024] [Indexed: 02/12/2024] Open
Abstract
In this narrative review, we delved into the intricate interplay between Apolipoprotein E (APOE) alleles (typically associated with Alzheimer's disease-AD) and alpha-synucleinopathies (aS-pathies), involving Parkinson's disease (PD), Parkinson's disease dementia (PDD), dementia with Lewy bodies (DLB), and multiple-system atrophy (MSA). First, in-vitro, animal, and human-based data on the exacerbating effect of APOE4 on LB pathology were summarized. We found robust evidence that APOE4 carriage constitutes a risk factor for PDD-APOE2, and APOE3 may not alter the risk of developing PDD. We confirmed that APOE4 copies confer an increased hazard towards DLB, as well. Again APOE2 and APOE3 appear unrelated to the risk of conversion. Of note, in individuals with DLB APOE4, carriage appears to be intermediately prevalent between AD and PDD-PD (AD > DLB > PDD > PD). Less consistency existed when it came to PD; APOE-PD associations tended to be markedly modified by ethnicity. Finally, we failed to establish an association between the APOE gene and MSA. Phenotypic associations (age of disease onset, survival, cognitive-neuropsychiatric- motor-, and sleep-related manifestations) between APOE alleles, and each of the aforementioned conditions were also outlined. Finally, a synopsis of literature gaps was provided followed by suggestions for future research.
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Affiliation(s)
- Ioannis Liampas
- Department of Neurology, University Hospital of Larissa, School of Medicine, University of Thessaly, 41100 Larissa, Greece; (V.S.); (P.S.); (E.D.)
| | - Panagiota Kyriakoulopoulou
- Department of Neurology, University Hospital of Patras, School of Medicine, University of Patras, 26504 Rio Patras, Greece; (P.K.); (E.T.); (Z.K.); (E.C.)
| | - Vasileios Siokas
- Department of Neurology, University Hospital of Larissa, School of Medicine, University of Thessaly, 41100 Larissa, Greece; (V.S.); (P.S.); (E.D.)
| | - Eirini Tsiamaki
- Department of Neurology, University Hospital of Patras, School of Medicine, University of Patras, 26504 Rio Patras, Greece; (P.K.); (E.T.); (Z.K.); (E.C.)
| | - Polyxeni Stamati
- Department of Neurology, University Hospital of Larissa, School of Medicine, University of Thessaly, 41100 Larissa, Greece; (V.S.); (P.S.); (E.D.)
| | - Zinovia Kefalopoulou
- Department of Neurology, University Hospital of Patras, School of Medicine, University of Patras, 26504 Rio Patras, Greece; (P.K.); (E.T.); (Z.K.); (E.C.)
| | - Elisabeth Chroni
- Department of Neurology, University Hospital of Patras, School of Medicine, University of Patras, 26504 Rio Patras, Greece; (P.K.); (E.T.); (Z.K.); (E.C.)
| | - Efthimios Dardiotis
- Department of Neurology, University Hospital of Larissa, School of Medicine, University of Thessaly, 41100 Larissa, Greece; (V.S.); (P.S.); (E.D.)
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Zenuni H, Bovenzi R, Bissacco J, Grillo P, Simonetta C, Mascioli D, Pieri M, Bernardini S, Sancesario GM, Stefani A, Mercuri NB, Schirinzi T. Clinical and neurochemical correlates of the APOE genotype in early-stage Parkinson's disease. Neurobiol Aging 2023; 131:24-28. [PMID: 37572524 DOI: 10.1016/j.neurobiolaging.2023.07.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 07/14/2023] [Accepted: 07/15/2023] [Indexed: 08/14/2023]
Abstract
Emerging evidence indicates that apolipoprotein E (APOE) genotype may influence Parkinson's disease (PD) course, although clinical and neurochemical correlates have not been completely established. This study aimed to determine the associations of APOE genotypes (ε4 vs. non-ε4) with cerebrospinal fluid (CSF) neurodegeneration biomarkers and clinical parameters in early-stage PD patients. One hundred and seventy-five PD patients and 89 non-neurodegenerative controls grouped in APOE-ε4 carriers (28 PD; 12 controls) and non-APOE-ε4 carriers (147 PD; 78 controls) were enrolled. CSF levels of amyloid-β-42, amyloid-β-40, total and 181-phosphorylated tau, and clinical scores were compared among groups adjusting for main covariates. APOE genotypes prevalence was similar in PD and controls. PD APOE-ε4 carriers had lower amyloid-β-42 CSF levels than PD non-APOE-ε4 carriers and controls, independently from age. PD APOE-ε4 carriers also had higher total and "item 5" (attention and memory) non-motor symptoms scale scores than PD non-APOE-ε4 carriers, independently from confounding factors. APOE-ε4 genotype might thus account for a more vulnerable PD subtype characterized by prominent amyloidopathy and a greater burden of non-motor symptoms in the early disease stages. DATA AVAILABILITY: Data are available upon reasonable request.
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Affiliation(s)
- Henri Zenuni
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Roberta Bovenzi
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Jacopo Bissacco
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Piergiorgio Grillo
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Clara Simonetta
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Davide Mascioli
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Massimo Pieri
- Clinical Biochemistry Unit, Department of Experimental Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Segio Bernardini
- Clinical Biochemistry Unit, Department of Experimental Medicine, University of Roma Tor Vergata, Rome, Italy
| | | | - Alessandro Stefani
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Nicola Biagio Mercuri
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Tommaso Schirinzi
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy.
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Meng D, Jin Z, Wang Y, Fang B. Longitudinal cognitive changes in patients with early Parkinson's disease and neuropsychiatric symptoms. CNS Neurosci Ther 2023. [PMID: 36924300 DOI: 10.1111/cns.14173] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 03/01/2023] [Accepted: 03/02/2023] [Indexed: 03/18/2023] Open
Abstract
AIMS In this study, we aimed to investigate the effect of neuropsychiatric symptoms (NPS) on the rate of cognitive decline for both global cognition and specific cognitive domains in a cohort of patients from the Parkinson's Progression Markers Initiative (PPMI). METHOD Prospectively longitudinal data were obtained from the PPMI cohort. NPS, including depression, anxiety, apathy, psychosis, impulse control disorders (ICDs), and cognition ability, were evaluated by a series of questionnaires. Linear mixed-effects models were used to investigate the relationship between NPS and the rate of cognitive decline. Generalized estimating equations (GEEs) were used to investigate the relationship between NPS and the occurrence of mild cognitive impairment (MCI). RESULTS In total, 423 patients with Parkinson's disease (PD) were recruited at baseline and 395, 378, 366, 346, and 315 participants were followed up at 1, 2, 3, 4, and 5 years, respectively. Depression, anxiety, apathy, and psychosis were associated with global cognitive decline. Except for those with ICDs, patients with psychosis, depression, anxiety, and apathy were more likely to meet the criteria for MCI. Patients with depression and anxiety showed a progressive decline in four major cognitive domains. Apathy and ICDs were separately associated with a progressive decline in processing speed-attention and memory, respectively. CONCLUSIONS Neuropsychiatric symptoms, including psychosis, depression, anxiety, and apathy, could be used to predict future cognitive decline in patients with PD.
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Affiliation(s)
- Detao Meng
- Parkinson Medical Center, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
| | - Zhaohui Jin
- Parkinson Medical Center, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
| | - Yixuan Wang
- Parkinson Medical Center, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
| | - Boyan Fang
- Parkinson Medical Center, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
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8
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Liu JY, Ma LZ, Wang J, Cui XJ, Sheng ZH, Fu Y, Li M, Ou YN, Yu JT, Tan L, Lian Y. Age-Related Association Between APOE ɛ4 and Cognitive Progression in de novo Parkinson's Disease. J Alzheimers Dis 2023; 91:1121-1132. [PMID: 36565124 DOI: 10.3233/jad-220976] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND APOE ɛ4 genotype was correlated with exacerbation of pathology and higher risk of dementia in Parkinson's disease (PD). Meanwhile, the differential influence of APOE ɛ4 on cognition in young and old individuals interpreted as antagonistic pleiotropy. OBJECTIVE To examine whether the effect of APOE ɛ4 on cognitive progression in de novo PD is age dependent. METHODS In this study, 613 de novo PD patients were recruited from Parkinson's Progression Markers Initiative (PPMI). To examine the age-dependent relationship between APOE ɛ4 and cognitive changes, we added 3-way interaction of APOE ɛ4*baseline age*time to the linear mixed-effect (LME) models and evaluated the specific roles of APOE ɛ4 in the middle age group and elderly group separately. Cox regression was utilized to examine the progression of cognition in age-stratified PD participants. RESULTS Age significantly modified relationship between APOE ɛ4 and cognitive changes in most cognitive domains (pinteraction <0.05). In the elderly group, APOE ɛ4 carriers showed steeper decline in global cognition (p = 0.001) as well as in most cognitive domains, and they had a greater risk of cognitive progression (adjusted HR 1.625, 95% CI 1.143-2.310, p = 0.007), compared with non-carriers. However, in the middle age group, no significant relationships between APOE ɛ4 and cognitive decline can be detected. CONCLUSION Our results indicated that the APOE ɛ4 allele has an age-dependent effect on cognitive decline in PD patients. The underlying mechanisms need to be investigated in the future.
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Affiliation(s)
- Jia-Yao Liu
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Ling-Zhi Ma
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Jun Wang
- Chongqing Key Laboratory of Ageing and Brain Diseases, Chongqing, China.,Department of Neurology and Center for Clinical Neuroscience, Daping Hospital, Third Military Medical University, Chongqing, China
| | - Xin-Jing Cui
- Department of Outpatient, Qingdao Municipal Hospital, Qingdao, China
| | - Ze-Hu Sheng
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Yan Fu
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Meng Li
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Ya-Nan Ou
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Jin-Tai Yu
- Department of Neurology and Institute of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - Lan Tan
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Yan Lian
- Chongqing Key Laboratory of Ageing and Brain Diseases, Chongqing, China.,Department of Prevention and Health Care, Daping Hospital, Third Military Medical University, Chongqing, China
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9
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Greenland JC, Camacho M, Williams-Gray CH. The dilemma between milestones of progression versus clinical scales in Parkinson's disease. HANDBOOK OF CLINICAL NEUROLOGY 2023; 192:169-185. [PMID: 36796941 DOI: 10.1016/b978-0-323-85538-9.00010-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
Abstract
There are significant challenges in accurately documenting the progression of Parkinson's disease (PD). The disease course is highly heterogeneous, there are no validated biomarkers, and we are reliant on repeated clinical measures to assess disease state over time. Yet, the ability to chart disease progression accurately is vital in both observational and interventional study designs, where reliable measures are critical to determine whether an outcome has been met. In this chapter, we first discuss the natural history of PD, including the spectrum of clinical presentation and expected developments through the course of the disease. We then explore in detail the current strategies for measuring disease progression, which can be broadly divided into: (i) the use of quantitative clinical scales; and (ii) determination of the onset time of key milestones. We discuss the strengths and limitations of these approaches for use in clinical trials, with a particular focus on disease modification trials. The selection of outcome measures for a particular study will depend on multiple factors, but trial duration is an important determinant. Milestones are reached over a course of years rather than months, and hence clinical scales with sensitivity to change are needed for short-term studies. However, milestones represent important markers of disease stage which are not confounded by symptomatic therapies and are of critical relevance to the patient. Prolonged but low intensity follow-up beyond a limited period of treatment with a putative disease-modifying agent may allow milestones to be incorporated into evaluation of efficacy in a practical and cost-effective way.
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Affiliation(s)
- Julia C Greenland
- Department of Clinical Neuroscience, University of Cambridge, Cambridge, United Kingdom
| | - Marta Camacho
- Department of Clinical Neuroscience, University of Cambridge, Cambridge, United Kingdom
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Sandor C, Millin S, Dahl A, Schalkamp AK, Lawton M, Hubbard L, Rahman N, Williams N, Ben-Shlomo Y, Grosset DG, Hu MT, Marchini J, Webber C. Universal clinical Parkinson's disease axes identify a major influence of neuroinflammation. Genome Med 2022; 14:129. [PMID: 36384636 PMCID: PMC9670420 DOI: 10.1186/s13073-022-01132-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 10/21/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND There is large individual variation in both clinical presentation and progression between Parkinson's disease patients. Generation of deeply and longitudinally phenotyped patient cohorts has enormous potential to identify disease subtypes for prognosis and therapeutic targeting. METHODS Replicating across three large Parkinson's cohorts (Oxford Discovery cohort (n = 842)/Tracking UK Parkinson's study (n = 1807) and Parkinson's Progression Markers Initiative (n = 472)) with clinical observational measures collected longitudinally over 5-10 years, we developed a Bayesian multiple phenotypes mixed model incorporating genetic relationships between individuals able to explain many diverse clinical measurements as a smaller number of continuous underlying factors ("phenotypic axes"). RESULTS When applied to disease severity at diagnosis, the most influential of three phenotypic axes "Axis 1" was characterised by severe non-tremor motor phenotype, anxiety and depression at diagnosis, accompanied by faster progression in cognitive function measures. Axis 1 was associated with increased genetic risk of Alzheimer's disease and reduced CSF Aβ1-42 levels. As observed previously for Alzheimer's disease genetic risk, and in contrast to Parkinson's disease genetic risk, the loci influencing Axis 1 were associated with microglia-expressed genes implicating neuroinflammation. When applied to measures of disease progression for each individual, integration of Alzheimer's disease genetic loci haplotypes improved the accuracy of progression modelling, while integrating Parkinson's disease genetics did not. CONCLUSIONS We identify universal axes of Parkinson's disease phenotypic variation which reveal that Parkinson's patients with high concomitant genetic risk for Alzheimer's disease are more likely to present with severe motor and non-motor features at baseline and progress more rapidly to early dementia.
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Affiliation(s)
- Cynthia Sandor
- UK Dementia Research Institute, Cardiff University, Cardiff, CF24 4HQ, UK.
| | - Stephanie Millin
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, OX1 3PT, UK
| | - Andrew Dahl
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | | | - Michael Lawton
- School of Social and Community Medicine, University of Bristol, Bristol, BS8 1TH, UK
| | - Leon Hubbard
- MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF24 4HQ, UK
| | - Nabila Rahman
- UK Dementia Research Institute, Cardiff University, Cardiff, CF24 4HQ, UK
| | - Nigel Williams
- MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF24 4HQ, UK
| | - Yoav Ben-Shlomo
- School of Social and Community Medicine, University of Bristol, Bristol, BS8 1TH, UK
| | - Donald G Grosset
- Department of Neurology, Institute of Neurological Sciences, Queen Elizabeth University Hospital, G51 4LB, Glasgow, UK
| | - Michele T Hu
- Department of Physiology, Anatomy and Genetics, Le Gros Clark Building, Oxford Parkinson's Disease Centre, University of Oxford, Oxford, OX1 3PT, UK
- Nuffield Department of Clinical Neurosciences, Division of Clinical Neurology, University of Oxford, Oxford, OX3 7LF, UK
| | - Jonathan Marchini
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
- Department of Statistics, University of Oxford, Oxford, OX1, UK
- Regeneron Genetics Center, Tarrytown, NY, USA
| | - Caleb Webber
- UK Dementia Research Institute, Cardiff University, Cardiff, CF24 4HQ, UK.
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, OX1 3PT, UK.
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11
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Umeh CC, Mahajan A, Mihailovic A, Pontone GM. APOE4 Allele, Sex, and Dementia Risk in Parkinson's Disease: Lessons From a Longitudinal Cohort. J Geriatr Psychiatry Neurol 2022; 35:810-815. [PMID: 34958617 PMCID: PMC11062588 DOI: 10.1177/08919887211060019] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
INTRODUCTION The effect of APOE4 allele on dementia risk is well established in Alzheimer's disease and Parkinson's disease (PD). However, it is unknown if sex modifies this relationship. We sought to determine the effect of sex on the relationship between APOE4 status and incident cognitive decline in PD. METHODS Data from the prospectively collected longitudinal National Alzheimer's Coordinating Center (NACC) Uniform Data Set (UDS) and Neuropathology Data Set (NDS) were analyzed. The NACC develops and maintains data from approximately 29 National Institutes of Aging-funded Alzheimer's Disease Research Centers. Further details may be found at the NACC web site (www.alz.washington.edu). The visit at which diagnosis of PD was made was termed the baseline visit. All patients with a PD diagnosis but without dementia at the baseline visit were included in the analyses. RESULTS Presence of APOE4 allele was associated with higher odds (OR = 7.4; P < .001) of subsequent diagnosis of dementia and with a faster time to developing dementia (P = .04). Those with APOE4 allele were more likely to have neuropathology associated with Alzheimer's disease than those without APOE4 allele. We did not find any difference by sex. There were no differences between Lewy body pathology or neuron loss in the substantia nigra between the 2 groups. Sex was not associated with dementia risk in PD (OR = 0.53, P = .15) or with the time to dementia onset (P = .22). Sex did not modify the relationship between the APOE4 allele and dementia onset in PD patients (P = .12). CONCLUSIONS APOE4 allele status in PD may be a predictor of cognitive decline in PD but does not appear to be modified by sex.
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Affiliation(s)
- Chizoba C. Umeh
- Department of Neurology, Beth Israel Lahey Health, Burlington, MA, USA
| | - Abhimanyu Mahajan
- Rush Parkinson’s Disease and Movement Disorders Program, Chicago, IL, USA
| | | | - Gregory M. Pontone
- Departments of Psychiatry and Neurology (GMP), Johns Hopkins University School of Medicine, Baltimore, MD, USA
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12
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Myers PS, O'Donnell JL, Jackson JJ, Lessov-Schlaggar CN, Miller RL, Foster ER, Cruchaga C, Benitez BA, Kotzbauer PT, Perlmutter JS, Campbell MC. Proteinopathy and Longitudinal Cognitive Decline in Parkinson Disease. Neurology 2022; 99:e66-e76. [PMID: 35418463 PMCID: PMC9259093 DOI: 10.1212/wnl.0000000000200344] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 02/21/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES People with Parkinson disease (PD) commonly experience cognitive decline, which may relate to increased α-synuclein, tau, and β-amyloid accumulation. This study examines whether the different proteins predict longitudinal cognitive decline in PD. METHODS All participants (PD n = 152, controls n = 52) were part of a longitudinal study and completed a lumbar puncture for CSF protein analysis (α-synuclein, total tau [tau], and β-amyloid42 [β-amyloid]), a β-amyloid PET scan, and/or provided a blood sample for APOE genotype (ε4+, ε4-), which is a risk factor for β-amyloid accumulation. Participants also had comprehensive, longitudinal clinical assessments of overall cognitive function and dementia status, as well as cognitive testing of attention, language, memory, and visuospatial and executive function. We used hierarchical linear growth models to examine whether the different protein metrics predict cognitive change and multivariate Cox proportional hazard models to predict time to dementia conversion. Akaike information criterion was used to compare models for best fit. RESULTS Baseline measures of CSF β-amyloid predicted decline for memory (p = 0.04) and overall cognitive function (p = 0.01). APOE genotypes showed a significant group (ε4+, ε4-) effect such that ε4+ individuals declined faster than ε4- individuals in visuospatial function (p = 0.03). Baseline β-amyloid PET significantly predicted decline in all cognitive measures (all p ≤ 0.004). Neither baseline CSF α-synuclein nor tau predicted cognitive decline. All 3 β-amyloid--related metrics (CSF, PET, APOE) also predicted time to dementia. Models with β-amyloid PET as a predictor fit the data the best. DISCUSSION Presence or risk of β-amyloid accumulation consistently predicted cognitive decline and time to dementia in PD. This suggests that β-amyloid has high potential as a prognostic indicator and biomarker for cognitive changes in PD.
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Affiliation(s)
- Peter S Myers
- From the Department of Neurology (P.S.M., J.L.O., R.L.M., E.R.F., C.C., P.T.K., J.S.P., M.C.C.), Department of Psychiatry (C.N.L.-S., E.R.F., C.C., B.A.B.), Program in Occupational Therapy (E.R.F., J.S.P.), Department of Genetics (C.C.), Department of Radiology (J.S.P., M.C.C.), Department of Neuroscience (J.S.P.), and Program in Physical Therapy (J.S.P.), Washington University School of Medicine; and Department of Psychological and Brain Sciences (J.J.J.), Washington University in St. Louis, MO
| | - John L O'Donnell
- From the Department of Neurology (P.S.M., J.L.O., R.L.M., E.R.F., C.C., P.T.K., J.S.P., M.C.C.), Department of Psychiatry (C.N.L.-S., E.R.F., C.C., B.A.B.), Program in Occupational Therapy (E.R.F., J.S.P.), Department of Genetics (C.C.), Department of Radiology (J.S.P., M.C.C.), Department of Neuroscience (J.S.P.), and Program in Physical Therapy (J.S.P.), Washington University School of Medicine; and Department of Psychological and Brain Sciences (J.J.J.), Washington University in St. Louis, MO
| | - Joshua J Jackson
- From the Department of Neurology (P.S.M., J.L.O., R.L.M., E.R.F., C.C., P.T.K., J.S.P., M.C.C.), Department of Psychiatry (C.N.L.-S., E.R.F., C.C., B.A.B.), Program in Occupational Therapy (E.R.F., J.S.P.), Department of Genetics (C.C.), Department of Radiology (J.S.P., M.C.C.), Department of Neuroscience (J.S.P.), and Program in Physical Therapy (J.S.P.), Washington University School of Medicine; and Department of Psychological and Brain Sciences (J.J.J.), Washington University in St. Louis, MO
| | - Christina N Lessov-Schlaggar
- From the Department of Neurology (P.S.M., J.L.O., R.L.M., E.R.F., C.C., P.T.K., J.S.P., M.C.C.), Department of Psychiatry (C.N.L.-S., E.R.F., C.C., B.A.B.), Program in Occupational Therapy (E.R.F., J.S.P.), Department of Genetics (C.C.), Department of Radiology (J.S.P., M.C.C.), Department of Neuroscience (J.S.P.), and Program in Physical Therapy (J.S.P.), Washington University School of Medicine; and Department of Psychological and Brain Sciences (J.J.J.), Washington University in St. Louis, MO
| | - Rebecca L Miller
- From the Department of Neurology (P.S.M., J.L.O., R.L.M., E.R.F., C.C., P.T.K., J.S.P., M.C.C.), Department of Psychiatry (C.N.L.-S., E.R.F., C.C., B.A.B.), Program in Occupational Therapy (E.R.F., J.S.P.), Department of Genetics (C.C.), Department of Radiology (J.S.P., M.C.C.), Department of Neuroscience (J.S.P.), and Program in Physical Therapy (J.S.P.), Washington University School of Medicine; and Department of Psychological and Brain Sciences (J.J.J.), Washington University in St. Louis, MO
| | - Erin R Foster
- From the Department of Neurology (P.S.M., J.L.O., R.L.M., E.R.F., C.C., P.T.K., J.S.P., M.C.C.), Department of Psychiatry (C.N.L.-S., E.R.F., C.C., B.A.B.), Program in Occupational Therapy (E.R.F., J.S.P.), Department of Genetics (C.C.), Department of Radiology (J.S.P., M.C.C.), Department of Neuroscience (J.S.P.), and Program in Physical Therapy (J.S.P.), Washington University School of Medicine; and Department of Psychological and Brain Sciences (J.J.J.), Washington University in St. Louis, MO
| | - Carlos Cruchaga
- From the Department of Neurology (P.S.M., J.L.O., R.L.M., E.R.F., C.C., P.T.K., J.S.P., M.C.C.), Department of Psychiatry (C.N.L.-S., E.R.F., C.C., B.A.B.), Program in Occupational Therapy (E.R.F., J.S.P.), Department of Genetics (C.C.), Department of Radiology (J.S.P., M.C.C.), Department of Neuroscience (J.S.P.), and Program in Physical Therapy (J.S.P.), Washington University School of Medicine; and Department of Psychological and Brain Sciences (J.J.J.), Washington University in St. Louis, MO
| | - Bruno A Benitez
- From the Department of Neurology (P.S.M., J.L.O., R.L.M., E.R.F., C.C., P.T.K., J.S.P., M.C.C.), Department of Psychiatry (C.N.L.-S., E.R.F., C.C., B.A.B.), Program in Occupational Therapy (E.R.F., J.S.P.), Department of Genetics (C.C.), Department of Radiology (J.S.P., M.C.C.), Department of Neuroscience (J.S.P.), and Program in Physical Therapy (J.S.P.), Washington University School of Medicine; and Department of Psychological and Brain Sciences (J.J.J.), Washington University in St. Louis, MO
| | - Paul T Kotzbauer
- From the Department of Neurology (P.S.M., J.L.O., R.L.M., E.R.F., C.C., P.T.K., J.S.P., M.C.C.), Department of Psychiatry (C.N.L.-S., E.R.F., C.C., B.A.B.), Program in Occupational Therapy (E.R.F., J.S.P.), Department of Genetics (C.C.), Department of Radiology (J.S.P., M.C.C.), Department of Neuroscience (J.S.P.), and Program in Physical Therapy (J.S.P.), Washington University School of Medicine; and Department of Psychological and Brain Sciences (J.J.J.), Washington University in St. Louis, MO
| | - Joel S Perlmutter
- From the Department of Neurology (P.S.M., J.L.O., R.L.M., E.R.F., C.C., P.T.K., J.S.P., M.C.C.), Department of Psychiatry (C.N.L.-S., E.R.F., C.C., B.A.B.), Program in Occupational Therapy (E.R.F., J.S.P.), Department of Genetics (C.C.), Department of Radiology (J.S.P., M.C.C.), Department of Neuroscience (J.S.P.), and Program in Physical Therapy (J.S.P.), Washington University School of Medicine; and Department of Psychological and Brain Sciences (J.J.J.), Washington University in St. Louis, MO
| | - Meghan C Campbell
- From the Department of Neurology (P.S.M., J.L.O., R.L.M., E.R.F., C.C., P.T.K., J.S.P., M.C.C.), Department of Psychiatry (C.N.L.-S., E.R.F., C.C., B.A.B.), Program in Occupational Therapy (E.R.F., J.S.P.), Department of Genetics (C.C.), Department of Radiology (J.S.P., M.C.C.), Department of Neuroscience (J.S.P.), and Program in Physical Therapy (J.S.P.), Washington University School of Medicine; and Department of Psychological and Brain Sciences (J.J.J.), Washington University in St. Louis, MO.
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13
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Berdowska I, Matusiewicz M, Krzystek-Korpacka M. HDL Accessory Proteins in Parkinson’s Disease—Focusing on Clusterin (Apolipoprotein J) in Regard to Its Involvement in Pathology and Diagnostics—A Review. Antioxidants (Basel) 2022; 11:antiox11030524. [PMID: 35326174 PMCID: PMC8944556 DOI: 10.3390/antiox11030524] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 03/01/2022] [Accepted: 03/03/2022] [Indexed: 02/04/2023] Open
Abstract
Parkinson’s disease (PD)—a neurodegenerative disorder (NDD) characterized by progressive destruction of dopaminergic neurons within the substantia nigra of the brain—is associated with the formation of Lewy bodies containing mainly α-synuclein. HDL-related proteins such as paraoxonase 1 and apolipoproteins A1, E, D, and J are implicated in NDDs, including PD. Apolipoprotein J (ApoJ, clusterin) is a ubiquitous, multifunctional protein; besides its engagement in lipid transport, it modulates a variety of other processes such as immune system functionality and cellular death signaling. Furthermore, being an extracellular chaperone, ApoJ interacts with proteins associated with NDD pathogenesis (amyloid β, tau, and α-synuclein), thus modulating their properties. In this review, the association of clusterin with PD is delineated, with respect to its putative involvement in the pathological mechanism and its application in PD prognosis/diagnosis.
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Affiliation(s)
- Izabela Berdowska
- Correspondence: (I.B.); (M.M.); Tel.: +48-71-784-13-92 (I.B.); +48-71-784-13-70 (M.M.)
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14
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Chen H, Wan H, Zhang M, Wardlaw JM, Feng T, Wang Y. Perivascular space in Parkinson's disease: Association with CSF amyloid/tau and cognitive decline. Parkinsonism Relat Disord 2022; 95:70-76. [PMID: 35051895 DOI: 10.1016/j.parkreldis.2022.01.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 12/26/2021] [Accepted: 01/05/2022] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Whether perivascular space (PVS) visible on magnetic resonance imaging (MRI) represents glymphatic dysfunction and whether this imaging marker is pathologic in Parkinson's disease (PD) have been controversial. The objective was to determine whether PVS visible on MRI is independently associated with cognitive decline in patients with PD, and to test whether pathologic proteins in the CSF (such as Aβ42) mediate the pathologic role of PVS. METHODS A total of 341 patients with Parkinson's disease from Parkinson's Progression Marker Initiative (PPMI) cohort was included in the present study. PVS in the basal ganglia (BG-PVS) and centrum semiovale were evaluated with a semiquantitative scale. Changes in the Montreal Cognitive Assessment (MoCA) score and the absolute MoCA score at the 3-year assessment were considered the main cognitive outcome. A multivariable linear regression model was used to test the association between PVS and cognitive decline. A mixed linear model and path analysis were used to test the interaction among PVS, CSF biomarkers and cognitive decline. RESULTS BG-PVS was associated with cognitive decline in patients with PD at the 3-year follow-up independent of age, baseline cognition, motor and nonmotor function, presynaptic dopaminergic deficiency, and CSF biomarkers. The interaction between BG-PVS and Aβ42/tTau, Aβ42/pTau, and Aβ42 levels was significantly predictive of 3-year cognitive decline. Path analysis confirmed that CSF Aβ42/tTau levels partially mediated the pathologic effect of BG-PVS on cognitive outcome in PD. CONCLUSIONS BG-PVS is independently associated with cognitive decline in PD, and this association may be partially mediated by toxic CSF proteins.
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Affiliation(s)
- Huimin Chen
- Department of Neurology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China; Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China
| | - Huijuan Wan
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China; Department of Neurology, First Affiliated Hospital, Xiamen University, Xiamen, China
| | - Meimei Zhang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China
| | - Joanna M Wardlaw
- Centre for Clinical Brain Sciences, UK Dementia Research Institute, University of Edinburgh, Edinburgh, UK
| | - Tao Feng
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China
| | - Yilong Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China.
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15
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Miller RL, Dhavale DD, O’Shea JY, Andruska KM, Liu J, Franklin EE, Buddhala C, Loftin SK, Cirrito JR, Perrin RJ, Cairns NJ, Campbell MC, Perlmutter JS, Kotzbauer PT. Quantifying regional α -synuclein, amyloid β, and tau accumulation in lewy body dementia. Ann Clin Transl Neurol 2022; 9:106-121. [PMID: 35060360 PMCID: PMC8862415 DOI: 10.1002/acn3.51482] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 09/30/2021] [Accepted: 10/26/2021] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE Parkinson disease (PD) is defined by the accumulation of misfolded α-synuclein (α-syn) in Lewy bodies and Lewy neurites. It affects multiple cortical and subcortical neuronal populations. The majority of people with PD develop dementia, which is associated with Lewy bodies in neocortex and referred to as Lewy body dementia (LBD). Other neuropathologic changes, including amyloid β (Aβ) and tau accumulation, occur in some LBD cases. We sought to quantify α-syn, Aβ, and tau accumulation in neocortical, limbic, and basal ganglia regions. METHODS We isolated insoluble protein from fresh frozen postmortem brain tissue samples for eight brains regions from 15 LBD, seven Alzheimer disease (AD), and six control cases. We measured insoluble α-syn, Aβ, and tau with recently developed sandwich ELISAs. RESULTS We detected a wide range of insoluble α-syn accumulation in LBD cases. The majority had substantial α-syn accumulation in most regions, and dementia severity correlated with neocortical α-syn. However, three cases had low neocortical levels that were indistinguishable from controls. Eight LBD cases had substantial Aβ accumulation, although the mean Aβ level in LBD was lower than in AD. The presence of Aβ was associated with greater α-syn accumulation. Tau accumulation accompanied Aβ in only one LBD case. INTERPRETATION LBD is associated with insoluble α-syn accumulation in neocortical regions, but the relatively low neocortical levels in some cases suggest that other changes contribute to impaired function, such as loss of neocortical innervation from subcortical regions. The correlation between Aβ and α-syn accumulation suggests a pathophysiologic relationship between these two processes.
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Affiliation(s)
- Rebecca L. Miller
- Department of NeurologyWashington University School of MedicineSt. LouisMO
- Hope Center for Neurological DisordersWashington University School of MedicineSt. LouisMO
| | - Dhruva D. Dhavale
- Department of NeurologyWashington University School of MedicineSt. LouisMO
- Hope Center for Neurological DisordersWashington University School of MedicineSt. LouisMO
| | - Jennifer Y. O’Shea
- Department of NeurologyWashington University School of MedicineSt. LouisMO
- Hope Center for Neurological DisordersWashington University School of MedicineSt. LouisMO
| | - Kristin M. Andruska
- Department of NeurologyWashington University School of MedicineSt. LouisMO
- Hope Center for Neurological DisordersWashington University School of MedicineSt. LouisMO
| | - Jialu Liu
- Department of NeurologyWashington University School of MedicineSt. LouisMO
- Hope Center for Neurological DisordersWashington University School of MedicineSt. LouisMO
| | - Erin E. Franklin
- Hope Center for Neurological DisordersWashington University School of MedicineSt. LouisMO
- Department of Pathology and ImmunologyWashington University School of MedicineSt. LouisMO
| | - Chandana Buddhala
- Department of NeurologyWashington University School of MedicineSt. LouisMO
- Hope Center for Neurological DisordersWashington University School of MedicineSt. LouisMO
| | - Susan K. Loftin
- Department of NeurologyWashington University School of MedicineSt. LouisMO
- Department of RadiologyWashington University School of MedicineSt. LouisMO
| | - John R. Cirrito
- Department of NeurologyWashington University School of MedicineSt. LouisMO
- Hope Center for Neurological DisordersWashington University School of MedicineSt. LouisMO
| | - Richard J. Perrin
- Department of NeurologyWashington University School of MedicineSt. LouisMO
- Hope Center for Neurological DisordersWashington University School of MedicineSt. LouisMO
- Department of Pathology and ImmunologyWashington University School of MedicineSt. LouisMO
| | - Nigel J. Cairns
- Department of NeurologyWashington University School of MedicineSt. LouisMO
- Hope Center for Neurological DisordersWashington University School of MedicineSt. LouisMO
- Department of Pathology and ImmunologyWashington University School of MedicineSt. LouisMO
- College of Medicine and HealthUniversity of ExeterExeterUnited Kingdom
| | - Meghan C. Campbell
- Department of NeurologyWashington University School of MedicineSt. LouisMO
- Hope Center for Neurological DisordersWashington University School of MedicineSt. LouisMO
- Department of RadiologyWashington University School of MedicineSt. LouisMO
| | - Joel S. Perlmutter
- Department of NeurologyWashington University School of MedicineSt. LouisMO
- Department of RadiologyWashington University School of MedicineSt. LouisMO
- Department of NeuroscienceWashington University School of MedicineSt. LouisMO
- Program in Occupational TherapyWashington University School of MedicineSt. LouisMO
- Program in Physical TherapyWashington University School of MedicineSt. LouisMO
| | - Paul T. Kotzbauer
- Department of NeurologyWashington University School of MedicineSt. LouisMO
- Hope Center for Neurological DisordersWashington University School of MedicineSt. LouisMO
- Developmental BiologyWashington University School of MedicineSt. LouisMO
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16
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Cerebrospinal fluid biomarkers in Parkinson's disease with freezing of gait: an exploratory analysis. NPJ Parkinsons Dis 2021; 7:105. [PMID: 34845234 PMCID: PMC8629994 DOI: 10.1038/s41531-021-00247-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Accepted: 10/27/2021] [Indexed: 01/06/2023] Open
Abstract
We explore the association between three Alzheimer’s disease-related and ten inflammation-related CSF markers and freezing of gait (FOG) in patients with Parkinson’s disease (PD). The study population includes PD patients with FOG (PD-FOG, N = 12), without FOG (PD-NoFOG, N = 19), and healthy controls (HC, N = 12). Age and PD duration are not significantly different between groups. After adjusting for covariates and multiple comparisons, the anti-inflammatory marker, fractalkine, is significantly decreased in the PD groups compared to HC (P = 0.002), and further decreased in PD-FOG compared to PD-NoFOG (P = 0.007). The Alzheimer’s disease-related protein, Aβ42, is increased in PD-FOG compared to PD-NoFOG and HC (P = 0.001). Group differences obtained in individual biomarker analyses are confirmed with multivariate discriminant partial least squares regression (P < 0.001). High levels of Aβ42 in PD-FOG patients supports an increase over time from early to advanced state. Low levels of fractalkine might suggest anti-inflammatory effect. These findings warrant replication.
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17
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Choi A, Hallett M, Ehrlich D. Nutritional Ketosis in Parkinson's Disease - a Review of Remaining Questions and Insights. Neurotherapeutics 2021; 18:1637-1649. [PMID: 34235637 PMCID: PMC8608995 DOI: 10.1007/s13311-021-01067-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/28/2021] [Indexed: 02/04/2023] Open
Abstract
Nutritional ketosis has promise for treating Parkinson's disease. Three previous studies explored the use of a ketogenic diet in cohorts with Parkinson's disease, and, while not conclusive, the data suggest non-motor symptom benefit. Before the ketogenic diet can be considered as a therapeutic option, it is important to establish with greater certainty that there is a reliable symptomatic benefit: which symptoms or groups of symptoms are impacted (if non-motor symptoms, which ones, and by which mechanism), what timescale is needed to obtain benefit, and how large an effect size can be achieved? To accomplish this, further investigation into the disease mechanisms based on pre-clinical data and hints from the clinical outcomes to date is useful to understand target engagement and gauge which mechanism could lead to a testable hypothesis. We review research pertaining to ketogenic diet, exogenous ketones, fasting, clinical studies, and theoretical review papers regarding therapeutic mechanisms from direct ketone body signaling and indirect metabolic effects. Through discussion of these findings and consideration of whether the ketogenic diet can be regarded as therapeutically useful for adjunctive therapy for Parkinson's disease, we identify remaining questions for the clinician to consider prior to recommending this diet.
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Affiliation(s)
- Alexander Choi
- Human Motor Control Section, Medical Neurology Branch, National Institute of Neurological Disorders and Stroke, Bethesda, USA.
| | - Mark Hallett
- Human Motor Control Section, Medical Neurology Branch, National Institute of Neurological Disorders and Stroke, Bethesda, USA
| | - Debra Ehrlich
- Office of the Clinical Director, Parkinson Disease Clinic, National Institute of Neurological Disorders and Stroke, Bethesda, USA
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18
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Davis AA, Inman CE, Wargel ZM, Dube U, Freeberg BM, Galluppi A, Haines JN, Dhavale DD, Miller R, Choudhury FA, Sullivan PM, Cruchaga C, Perlmutter JS, Ulrich JD, Benitez BA, Kotzbauer PT, Holtzman DM. APOE genotype regulates pathology and disease progression in synucleinopathy. Sci Transl Med 2021; 12:12/529/eaay3069. [PMID: 32024799 DOI: 10.1126/scitranslmed.aay3069] [Citation(s) in RCA: 106] [Impact Index Per Article: 35.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Accepted: 12/03/2019] [Indexed: 12/12/2022]
Abstract
Apolipoprotein E (APOE) ε4 genotype is associated with increased risk of dementia in Parkinson's disease (PD), but the mechanism is not clear, because patients often have a mixture of α-synuclein (αSyn), amyloid-β (Aβ), and tau pathologies. APOE ε4 exacerbates brain Aβ pathology, as well as tau pathology, but it is not clear whether APOE genotype independently regulates αSyn pathology. In this study, we generated A53T αSyn transgenic mice (A53T) on Apoe knockout (A53T/EKO) or human APOE knockin backgrounds (A53T/E2, E3, and E4). At 12 months of age, A53T/E4 mice accumulated higher amounts of brainstem detergent-insoluble phosphorylated αSyn compared to A53T/EKO and A53T/E3; detergent-insoluble αSyn in A53T/E2 mice was undetectable. By immunohistochemistry, A53T/E4 mice displayed a higher burden of phosphorylated αSyn and reactive gliosis compared to A53T/E2 mice. A53T/E2 mice exhibited increased survival and improved motor performance compared to other APOE genotypes. In a complementary model of αSyn spreading, striatal injection of αSyn preformed fibrils induced greater accumulation of αSyn pathology in the substantia nigra of A53T/E4 mice compared to A53T/E2 and A53T/EKO mice. In two separate cohorts of human patients with PD, APOE ε4/ε4 individuals showed the fastest rate of cognitive decline over time. Our results demonstrate that APOE genotype directly regulates αSyn pathology independent of its established effects on Aβ and tau, corroborate the finding that APOE ε4 exacerbates pathology, and suggest that APOE ε2 may protect against αSyn aggregation and neurodegeneration in synucleinopathies.
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Affiliation(s)
- Albert A Davis
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA. .,Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Casey E Inman
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Zachary M Wargel
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Umber Dube
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Psychiatry, Washington University, St. Louis, MO 63110, USA
| | - Brittany M Freeberg
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Alexander Galluppi
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Jessica N Haines
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Dhruva D Dhavale
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Rebecca Miller
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Fahim A Choudhury
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Patrick M Sullivan
- Department of Medicine, Duke University Medical Center, Durham VAMC and Geriatric Research Clinical Center, Durham, NC 27705, USA
| | - Carlos Cruchaga
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Psychiatry, Washington University, St. Louis, MO 63110, USA
| | - Joel S Perlmutter
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Neurology, Washington University, St. Louis, MO 63110, USA.,Departments of Neuroscience and Radiology, Programs in Physical and Occupational Therapy, Washington University, St. Louis, MO 63110, USA
| | - Jason D Ulrich
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Bruno A Benitez
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Psychiatry, Washington University, St. Louis, MO 63110, USA
| | - Paul T Kotzbauer
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA.,Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - David M Holtzman
- Hope Center for Neurologic Disease, Washington University, St. Louis, MO 63110, USA. .,Department of Neurology, Washington University, St. Louis, MO 63110, USA.,Knight Alzheimer's Disease Research Center, Washington University, St. Louis, MO 63110, USA
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19
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Markopoulou K, Chase BA, Premkumar AP, Schoneburg B, Kartha N, Wei J, Yu H, Epshteyn A, Garduno L, Pham A, Vazquez R, Frigerio R, Maraganore D. Variable Effects of PD-Risk Associated SNPs and Variants in Parkinsonism-Associated Genes on Disease Phenotype in a Community-Based Cohort. Front Neurol 2021; 12:662278. [PMID: 33935957 PMCID: PMC8079937 DOI: 10.3389/fneur.2021.662278] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 03/18/2021] [Indexed: 11/13/2022] Open
Abstract
Genetic risk factors for Parkinson's disease (PD) risk and progression have been identified from genome-wide association studies (GWAS), as well as studies of familial forms of PD, implicating common variants at more than 90 loci and pathogenic or likely pathogenic variants at 16 loci. With the goal of understanding whether genetic variants at these PD-risk loci/genes differentially contribute to individual clinical phenotypic characteristics of PD, we used structured clinical documentation tools within the electronic medical record in an effort to provide a standardized and detailed clinical phenotypic characterization at the point of care in a cohort of 856 PD patients. We analyzed common SNPs identified in previous GWAS studies, as well as low-frequency and rare variants at parkinsonism-associated genes in the MDSgene database for their association with individual clinical characteristics and test scores at baseline assessment in our community-based PD patient cohort: age at onset, disease duration, Unified Parkinson's Disease Rating Scale I-VI, cognitive status, initial and baseline motor and non-motor symptoms, complications of levodopa therapy, comorbidities and family history of neurological disease with one or more than one affected family members. We find that in most cases an individual common PD-risk SNP identified in GWAS is associated with only a single clinical feature or test score, while gene-level tests assessing low-frequency and rare variants reveal genes associated in either a unique or partially overlapping manner with the different clinical features and test scores. Protein-protein interaction network analysis of the identified genes reveals that while some of these genes are members of already identified protein networks others are not. These findings indicate that genetic risk factors for PD differentially affect the phenotypic presentation and that genes associated with PD risk are also differentially associated with individual disease phenotypic characteristics at baseline. These findings raise the intriguing possibility that different SNPs/gene effects impact discrete phenotypic characteristics. Furthermore, they support the hypothesis that different gene and protein-protein interaction networks that underlie PD risk, the PD phenotype, and the neurodegenerative process leading to the disease phenotype, and point to the significance of the genetic background on disease phenotype.
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Affiliation(s)
- Katerina Markopoulou
- Department of Neurology, NorthShore University HealthSystem, Evanston, IL, United States
| | - Bruce A. Chase
- Health Information Technology, NorthShore University HealthSystem, Evanston, IL, United States
| | - Ashvini P. Premkumar
- Department of Neurology, NorthShore University HealthSystem, Evanston, IL, United States
| | - Bernadette Schoneburg
- Department of Neurology, NorthShore University HealthSystem, Evanston, IL, United States
| | - Ninith Kartha
- Department of Neurology, NorthShore University HealthSystem, Evanston, IL, United States
| | - Jun Wei
- Program for Personalized Cancer Care, NorthShore University HealthSystem, Evanston, IL, United States
| | - Hongjie Yu
- Program for Personalized Cancer Care, NorthShore University HealthSystem, Evanston, IL, United States
| | - Alexander Epshteyn
- Health Information Technology, NorthShore University HealthSystem, Evanston, IL, United States
| | - Lisette Garduno
- Department of Neurology, NorthShore University HealthSystem, Evanston, IL, United States
| | - Anna Pham
- Department of Neurology, NorthShore University HealthSystem, Evanston, IL, United States
| | - Rosa Vazquez
- Department of Neurology, NorthShore University HealthSystem, Evanston, IL, United States
| | - Roberta Frigerio
- Department of Neurology, NorthShore University HealthSystem, Evanston, IL, United States
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Zarifkar P, Kim J, La C, Zhang K, YorkWilliams S, Levine TF, Tian L, Borghammer P, Poston KL. Cognitive impairment in Parkinson's disease is associated with Default Mode Network subsystem connectivity and cerebrospinal fluid Aβ. Parkinsonism Relat Disord 2021; 83:71-78. [PMID: 33484978 DOI: 10.1016/j.parkreldis.2021.01.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 12/22/2020] [Accepted: 01/04/2021] [Indexed: 11/28/2022]
Abstract
INTRODUCTION To identify clinically implementable biomarkers of cognitive impairment in Parkinson's Disease (PD) derived from resting state-functional MRI (rs-fMRI) and CSF protein analysis. METHODS In this single-center longitudinal cohort study, we analyzed rs-fMRI and CSF biomarkers from 50 PD patients (23 cognitively normal, 18 mild cognitive impairment, 9 dementia) and 19 controls, who completed comprehensive neuropsychological testing. A subgroup of participants returned for follow-up cognitive assessments three years later. From rs-fMRI, we studied the connectivity within two distinct Default Mode Network subsystems: left-to-right hippocampus (LHC-RHC) and medial prefrontal cortex-to-posterior cingulate cortex (mPFC-PCC). We used regression analyses to determine whether imaging (LHC-RHC, mPFC-PCC), clinical (CSF Aβ-42:40, disease duration), and demographic (age, sex, education) variables were associated with global and domain-specific cognitive impairments. RESULTS LHC-RHC (F3,67 = 3.41,p=0.023) and CSF Aβ-42:40 (χ2(3) = 8.77,p = 0.033) were reduced across more cognitively impaired PD groups. Notably, LHC-RHC connectivity was significantly associated with all global and domain-specific cognitive impairments (attention/executive, episodic memory, visuospatial, and language) at the baseline visit. In an exploratory longitudinal analysis, mPFC-PCC was associated with future global and episodic memory impairment. CONCLUSION We used biomarker techniques that are readily available in clinical and research facilities to shed light on the pathophysiologic basis of cognitive impairment in PD. Our findings suggest that there is a functionally distinct role of the hippocampal subsystem within the DMN resting state network, and that intrinsic connectivity between the hippocampi is critically related to a broad range of cognitive functions in PD.
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Affiliation(s)
- Pardis Zarifkar
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA; Department of Nuclear Medicine and PET, Aarhus University Hospital, Denmark.
| | - Jeehyun Kim
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA.
| | - Christian La
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA.
| | - Kai Zhang
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA.
| | - Sophie YorkWilliams
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA; Department of Psychology and Neuroscience, University of Colorado, Boulder, CO, 80309, USA.
| | - Taylor F Levine
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA; Department of Psychological & Brain Sciences, Washington University, 1 Brookings Drive, St. Louis, MO, 63130, USA.
| | - Lu Tian
- Department of Biomedical Data Science, Stanford University School of Medicine, 150 Governor's Lane, Stanford, CA, 94305, USA.
| | - Per Borghammer
- Department of Nuclear Medicine and PET, Aarhus University Hospital, Denmark.
| | - Kathleen L Poston
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA; Department of Neurosurgery, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA.
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21
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Chen H, Wan H, Zhang M, Liu G, Wang X, Wang Z, Ma H, Pan Y, Feng T, Wang Y. Cerebral small vessel disease may worsen motor function, cognition, and mood in Parkinson's disease. Parkinsonism Relat Disord 2021; 83:86-92. [PMID: 33493785 DOI: 10.1016/j.parkreldis.2020.12.025] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Revised: 11/07/2020] [Accepted: 12/22/2020] [Indexed: 01/09/2023]
Abstract
INTRODUCTION Emerging evidence has suggested that cerebral small vessel disease (CSVD) may worsen motor function and cognition in Parkinson's disease (PD). However, the effect of CSVD on anxiety and depression in patients with PD remains unknown. This study explored the multi-dimensional effects of CSVD on PD outcomes (motor, cognition, and depression/anxiety). METHODS This cross-sectional study included 431 patients with PD from Beijing Tiantan Hospital from May 2016 to August 2019. CSVD imaging markers were assessed and the four-point CSVD burden score was calculated. Motor function (MDS-UPDRS III score and subscores), cognition (MMSE, MoCA), anxiety (HAMA), and depression (HAMD) were assessed in these patients. The associations of CSVD with these outcomes were analyzed using the Spearman's correlation and multivariable linear regression models. RESULTS Motor dysfunction, cognitive impairment, depression, and anxiety were significantly worse in patients with severe CSVD than in those with mild CSVD. Multivariable linear regression showed that CSVD burden was significantly associated with motor dysfunction (MDS-UPDRS III score and rigidity and bradykinesia subscores), impaired cognition, and high levels of depression and anxiety. A marginally significant association was observed between CSVD burden and gait/postural instability in multivariable regression analysis. Among the CSVD imaging markers, white matter hyperintensity, number of lacunes, and microbleeds were positively correlated with the severity of motor, cognitive, and emotional impairments, while the perivascular space in the basal ganglia was only correlated with cognitive impairments. CONCLUSIONS Comorbid CSVD may affect multiple functional domains in patients with PD. Management of cerebrovascular disease may improve PD outcomes.
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Affiliation(s)
- Huimin Chen
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China; Department of Neurology, Beijing Hospital, National Center of Gerontology, Beijing, China
| | - Huijuan Wan
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China; Department of Neurology, First Affiliated Hospital, Xiamen University, Xiamen, China
| | - Meimei Zhang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China
| | - Genliang Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China
| | - Xuemei Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China
| | - Zhan Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China
| | - Huizi Ma
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China
| | - Yuesong Pan
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China
| | - Tao Feng
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China.
| | - Yilong Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases (NCRC-ND), Beijing, China; Advanced Innovation Center for Human Brain Projection, Capital Medical University, Beijing, China.
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22
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Li W, Zhao J, Ding K, Chao HH, Li CSR, Cheng H, Shen L. Catechol-O-Methyltransferase Gene Polymorphisms and the Risk of Chemotherapy-Induced Prospective Memory Impairment in Breast Cancer Patients with Varying Tumor Hormonal Receptor Expression. Med Sci Monit 2020; 26:e923567. [PMID: 32985495 PMCID: PMC7531203 DOI: 10.12659/msm.923567] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Background Existing research evidence indicates that breast cancer patients have different degrees of cognitive dysfunction after chemotherapy, and polymorphisms in 3 genes (catechol-O-methyltransferase, COMT; apolipoprotein E, APOE; and brain-derived neurotrophic factor, BDNF) have been associated with cognitive impairment. However, the role of these 3 gene polymorphisms in modulating cognitive impairment in breast cancer survivors with varying hormonal receptor expression is not clear at present. To explore the effects of genetic polymorphisms in BDNF, APOE, and COMT on the regulation of prospective memory impairments induced by chemotherapy in breast cancer patients with various expression levels of estrogen receptor (ER) and progesterone receptor (PR). Material/Methods A total of 232 patients with breast cancer (113 with ER−/PR− and 119 with ER+/PR+) were evaluated before and after chemotherapy for cognitive function, including prospective memory. Following previously published sequencing procedures, we assessed 6 single-nucleotide polymorphisms (SNPs), including BDNF (rs6265), APOE (rs429358, rs7412), and COMT (rs165599, rs4680, rs737865). Results The patients showed poorer prospective memory scores after chemotherapy than before chemotherapy. Furthermore, the ER−/PR− group showed poorer event-based prospective memory (EBPM) scores than the ER+/PR+ group (z=−7.831, p<0.01) after chemotherapy. The patients with the COMT rs737865G/G genotype, compared with those with the A/A and A/G genotypes, showed a linear EBPM performance (β=1.499, 95% confidence interval (CI)=1.017~2.211) and were less likely to have memory impairment. In contrast, APOE and BDNF polymorphisms did not influence cognitive performance. Conclusions The patterns of hormonal receptor expression may be related to prospective memory impairments induced by chemotherapy in breast cancer patients. Furthermore, the COMT polymorphism (rs737865) was linearly related to the extent of deficits in EBPM and may represent a potential genetic marker of risk for cognitive deficits triggered by chemotherapy in patients with breast cancer.
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Affiliation(s)
- Wen Li
- Cancer Hospital, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, China (mainland)
| | - Jingjing Zhao
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China (mainland)
| | - Ke Ding
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China (mainland)
| | - Herta H Chao
- Cancer Center, VA Connecticut Healthcare System, New Haven, CT, USA
| | - Chiang-Shan R Li
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Huaidong Cheng
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China (mainland)
| | - Li Shen
- Department of Radiation Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China (mainland)
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23
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Linortner P, McDaniel C, Shahid M, Levine TF, Tian L, Cholerton B, Poston KL. White Matter Hyperintensities Related to Parkinson's Disease Executive Function. Mov Disord Clin Pract 2020; 7:629-638. [PMID: 32775508 PMCID: PMC7396844 DOI: 10.1002/mdc3.12956] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 03/05/2020] [Accepted: 04/04/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND People with Parkinson's disease (PD) can develop multidomain cognitive impairments; however, it is unclear whether different pathologies underlie domain-specific cognitive dysfunction. OBJECTIVES We investigated the contribution of vascular copathology severity and location, as measured by MRI white matter hyperintensities (WMHs), to domain-specific cognitive impairment in PD. METHODS We studied 85 PD (66.6 ± 9.2 years) and 18 control (65.9 ± 6.6) participants. Using the Fazekas scale for rating the severity of WMH, we subdivided PD into 14 PD-WMH+ and 71 PD-WMH-. Participants underwent global, executive, visuospatial, episodic memory, and language testing. We performed nonparametric permutation testing to create WMH probability maps based on PD-WMH group and cognitive test performance. RESULTS The PD-WMH+ group showed worse global and executive cognitive performance than the PD-WMH- group. On individual tests, the PD-WMH+ group showed worse Montreal Cognitive Assessment (MoCA), Stroop, Symbol Digit Modalities Test (SDMT), and Digit Span scores. WMH probability maps showed that in the PD-WMH+ group, worse Stroop was associated with lesions centered around the corticospinal tract (CST), forceps major, inferior-fronto-occipital fasciculus, and superior longitudinal fasciculus; worse SDMT with lesions around the CST, forceps major, and posterior corona radiata; worse Digit Span with lesions around the posterior corona radiata; and worse MoCA with lesions around the CST. CONCLUSIONS We found that WMH severity was associated with PD executive dysfunction, including worse attention, working memory, and processing speed. Disruption of key white matter tracts in proximity to vascular lesions could contribute to these specific cognitive impairments. Early treatment of vascular disease might mitigate some executive dysfunction in a subset of patients with PD.
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Affiliation(s)
- Patricia Linortner
- Department of Neurology and Neurological SciencesStanford UniversityPalo AltoCaliforniaUSA
| | - Colin McDaniel
- Department of Neurology and Neurological SciencesStanford UniversityPalo AltoCaliforniaUSA
| | - Marian Shahid
- Department of Neurology and Neurological SciencesStanford UniversityPalo AltoCaliforniaUSA
| | - Taylor F. Levine
- Department of Neurology and Neurological SciencesStanford UniversityPalo AltoCaliforniaUSA
- Psychological & Brain SciencesWashington UniversitySt. LouisMissouriUSA
| | - Lu Tian
- Department of Biomedical Data ScienceStanford UniversityPalo AltoCaliforniaUSA
| | - Brenna Cholerton
- Department of PathologyStanford UniversityPalo AltoCaliforniaUSA
| | - Kathleen L. Poston
- Department of Neurology and Neurological SciencesStanford UniversityPalo AltoCaliforniaUSA
- Department of NeurosurgeryStanford UniversityPalo AltoCaliforniaUSA
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