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Labrador-Espinosa MA, Silva-Rodríguez J, Mir P, Grothe MJ. Data-driven characterization of distinct cognitive subtypes in Parkinson's disease dementia. NPJ Parkinsons Dis 2025; 11:119. [PMID: 40346094 PMCID: PMC12064668 DOI: 10.1038/s41531-025-00970-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 04/17/2025] [Indexed: 05/11/2025] Open
Abstract
Individual cognitive profiles of patients with Parkinson's disease dementia (PDD) are highly heterogeneous, suggesting possible biological subtypes. We studied 75 PD patients who developed dementia in the course of the Parkinson's Progression Markers Initiative study to investigate data-driven evidence for the existence of distinct cognitive subtypes of PDD. Using Ward's hierarchical clustering on neuropsychological test data, we identified two distinct cognitive subtypes. Despite similar dementia severity (MoCA: 20.6 vs 20.0), cluster-A exhibited more pronounced memory deficits (n = 50), whereas cluster-B showed greater visuospatial impairments (n = 25). The subtypes did not differ in demographic, motor, or MRI-based neurodegeneration measures. However, the visuospatial-predominant cluster-B had a higher prevalence of GBA mutations (p = 0.003) and hallucinations (p = 0.009). No differences were found in APOE-ε4 prevalence or cerebrospinal fluid biomarkers of Alzheimer's pathology. These findings reveal distinct memory-predominant and visuospatial-predominant PDD subtypes, which associate with different clinical and genetic features but are independent of comorbid Alzheimer's pathology.
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Affiliation(s)
- Miguel A Labrador-Espinosa
- Department of Psychiatry and Neurochemistry, Institute of Physiology and Neuroscience, University of Gothenburg, Gothenburg, Sweden
- Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden
| | | | - Pablo Mir
- Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain.
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas, Instituto de Salud Carlos III, Madrid, Spain.
- Departamento de Medicina, Facultad de Medicina, Universidad de Sevilla, Seville, Spain.
| | - Michel J Grothe
- Reina Sofia Alzheimer Center, CIEN Foundation, ISCIII, Madrid, Spain.
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2
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Zhu Z, Cordato D, Chen R, Xu YH, Shulruf B, Chan DKY. Plasma alpha-synuclein predicts cognitive impairment in Parkinson's disease: a systematic review and meta-analysis. J Neurol 2025; 272:124. [PMID: 39812682 DOI: 10.1007/s00415-024-12871-7] [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: 11/15/2024] [Revised: 12/16/2024] [Accepted: 12/17/2024] [Indexed: 01/16/2025]
Abstract
BACKGROUND Alpha-synuclein (ɑ-syn) plays a key role in Parkinson's disease (PD) pathogenesis, but existing studies have found mixed results regarding the associations between plasma ɑ-syn and the development of cognitive impairment. We aim to clarify the potentially important relationship between ɑ-syn level in plasma and development of cognitive impairment in PD through systematic review and meta-analysis. METHODS A systematic search was conducted in the PubMed, Embase and Web of Science databases for studies reporting plasma ɑ-syn concentrations and cognitive impairment in PD. Effect directions were plotted to investigate methodological factors, and a meta-analysis was performed comparing PD patients with dementia (PDD) to PD patients with normal cognition (PDNC). RESULTS Twenty-five studies were identified for the systematic review, involving 1,888 PD patients. Studies using the clinical diagnostic Movement Disorder Society (MDS) criteria for PD with mild cognitive impairment and PDD found consistently positive associations with plasma ɑ-syn level. This was further supported by a meta-analysis which found a significant standardised mean difference (g = 1.770, 95% CI: 0.749-2.790, p < 0.001) between PDD and PDNC patients in 10 studies. Furthermore, studies using emerging immunomagnetic reduction or single-molecule array techniques to quantify ɑ-syn reported strong positive associations. In contrast, studies using enzyme-linked immunoassay and cognitive screening tests alone found mixed results. CONCLUSION There is an overall positive effect between plasma ɑ-syn levels and cognitive impairment in PD. As methodological factors can significantly affect associations, future studies should carefully select ɑ-syn immunoassays and utilise the MDS diagnostic criteria for cognitive impairment in PD.
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Affiliation(s)
- Ziyue Zhu
- Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Dennis Cordato
- Faculty of Medicine, University of New South Wales, Sydney, Australia
- Department of Neurology and Neurophysiology, Liverpool Hospital, Sydney, Australia
| | - Renfen Chen
- Central Sydney Immunology Laboratory, Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Ying Hua Xu
- Faculty of Medicine, University of New South Wales, Sydney, Australia
- Department of Aged Care and Rehabilitation, Bankstown-Lidcombe Hospital, Bankstown, Sydney, NSW, 2200, Australia
| | - Boaz Shulruf
- Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Daniel Kam Yin Chan
- Faculty of Medicine, University of New South Wales, Sydney, Australia.
- Department of Aged Care and Rehabilitation, Bankstown-Lidcombe Hospital, Bankstown, Sydney, NSW, 2200, Australia.
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Chen CH, Wang TW, Cheng YW, Chu YT, Cheng MF, Chen YF, Lin CH, Tang SC. Parkinsonism in Cerebral Autosomal Dominant Arteriopathy With Subcortical Infarcts and Leukoencephalopathy: Clinical Features and Biomarkers. J Stroke 2025; 27:122-127. [PMID: 39916462 PMCID: PMC11834341 DOI: 10.5853/jos.2024.03944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 10/03/2024] [Accepted: 10/11/2024] [Indexed: 02/21/2025] Open
Affiliation(s)
- Chih-Hao Chen
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
| | - Te-Wei Wang
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
| | - Yu-Wen Cheng
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
| | - Yung-Tsai Chu
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
- Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan
| | - Mei-Fang Cheng
- Department of Neurology, National Taiwan University Hospital Jinshan Branch, New Taipei City, Taiwan
| | - Ya-Fang Chen
- Department of Nuclear Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chin-Hsien Lin
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Molecular Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
- Department of Biomedical Engineering, National Taiwan University, Taipei, Taiwan
| | - Sung-Chun Tang
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
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4
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Gu L, Zhang P, Gao R, Shu H, Wang P. Predictive value of serum neurofilament light chain for cognitive impairment in Parkinson's disease. Front Aging Neurosci 2024; 16:1465016. [PMID: 39703922 PMCID: PMC11655485 DOI: 10.3389/fnagi.2024.1465016] [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: 07/15/2024] [Accepted: 11/06/2024] [Indexed: 12/21/2024] Open
Abstract
Background Neurofilament light chain (NfL) has recently emerged as a key indicator of neurodegeneration. In this study, our hypothesis is that the levels of blood-derived NfL and its accumulation during the Parkinson's disease (PD) progression could serve as a potential biomarker for predicting subsequent cognitive decline. To investigate this, we conducted a study utilizing a large single-center cohort. Methods The study included 193 participants, consisting of 106 cognitively normal PD (PD-CN) patients and 87 normal controls (NC) individuals. Serum NfL concentrations were measured. PD patients were followed up for clinical assessment at an average of 2 ± 0.6 years. Results The serum NfL levels were significantly higher in PD-CN patients compared to NC. PD-CN patients and NC at follow-up time exhibited higher serum NfL levels compared to those at baseline. PD patients with high serum NfL levels were found to have a higher likelihood of transitioning from normal cognition to mild cognitive impairment (MCI) or dementia (Hazard ratio (HR) 1.107, 95% confidence intervals (CI) 1.010-1.213, p = 0.030). The area under the curve (AUC) for PD-CN conversion to MCI or dementia at follow-up time was determined to be 0.684 (95% CI 0.569-0.799). Conclusion In conclusion, our study found that PD patients have significantly higher levels of serum NfL compared to individuals without PD. Furthermore, serum NfL levels increase as PD progresses and can predict cognitive impairment within a 2-year timeframe. Serum NfL may serve as a feasible, non-invasive biomarker of cognitive progression in PD. However, further studies and functional experiments are needed to validate these findings.
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Affiliation(s)
- Lihua Gu
- Department of Neurology, Tianjin Huanhu Hospital, Tianjin, China
| | - Pengcheng Zhang
- Academy of Military Medical Sciences, Academy of Military Sciences, Tianjin, China
| | - Rui Gao
- Department of Neurology, Tianjin Huanhu Hospital, Tianjin, China
| | - Hao Shu
- Department of Neurology, the Fourth Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Pan Wang
- Department of Neurology, Tianjin Huanhu Hospital, Tianjin, China
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Minibajeva O, Karelis G, Zolovs M, Ķēniņa V. Human Leukocyte Antigen Polymorphism and Blood Biomarker Profiles in Parkinson's Disease: A Pilot Study in a Latvian Cohort. Biomedicines 2024; 12:2709. [PMID: 39767615 PMCID: PMC11673695 DOI: 10.3390/biomedicines12122709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Revised: 11/23/2024] [Accepted: 11/26/2024] [Indexed: 01/11/2025] Open
Abstract
Background: Parkinson's disease (PD) is a neurodegenerative disorder characterised by a high prevalence of sporadic cases. Various molecular mechanisms are involved in its pathogenesis. This pilot study aimed to identify potential risk and protective human leukocyte antigen (HLA) alleles in PD, discover candidate alleles for further research, and evaluate potential blood biomarkers. Methods: A total of 43 PD patients and 79 unrelated sex-matched controls were enrolled in this study. We analysed the polymorphism of HLA-DRB1, HLA-DQA1, and HLA-DQB1 alleles and the blood levels of biomarkers such as S100 calcium-binding protein A9 (S1000A9), kynurenic acid (KYNA), neurofilament light chain (NfL), and glutamate decarboxylase (GAD1). Results: We found that the frequencies of the HLA-DRB1*04, -DQA1*02:01, and -DQA1*03:01 alleles were significantly higher in the PD patients than in the controls, suggesting that these alleles are potential risk factors. Furthermore, the HLA-DQA1*02:01 allele was detected more frequently in the PD group when the disease onset was at 60 years or older. On the contrary, the HLA-DRB1*01 and HLA-DQA1*05:01 alleles were less common in the PD patients, indicating a possible protective effect. Regarding biomarkers, the blood levels of S100 calcium-binding protein A9 were significantly higher, and the kynurenic acid levels were significantly lower in the PD group. The NfL levels were also higher in the PD group but did not reach statistical significance, possibly due to the sensitivity limitations of the ELISA method used. The GAD1 levels showed no significant differences between the two groups. Conclusions: Our findings indicate that the HLA-DRB1*01 and -DRB1*04 alleles and the HLA-DQA1*02:01, -DQA1*03:01, and -DQA1*05:01 alleles are associated with PD. Moreover, S100 calcium-binding protein A9 and kynurenic acid can be considered potential blood biomarkers for PD. These findings contribute to the growing body of knowledge on PD and offer new directions for further research in Latvian cohorts.
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Affiliation(s)
- Olga Minibajeva
- Department of Doctoral Studies, Rīga Stradiņš University, LV-1007 Riga, Latvia
- Department of Neurology and Neurosurgery, Riga East University Hospital, LV-1079 Riga, Latvia
| | - Guntis Karelis
- Department of Neurology and Neurosurgery, Riga East University Hospital, LV-1079 Riga, Latvia
- Department of Infectology, Rīga Stradiņš University, LV-1006 Riga, Latvia
| | - Maksims Zolovs
- Statistics Unit, Rīga Stradiņš University, LV-1048 Riga, Latvia
- Institute of Life Sciences and Technology, Daugavpils University, LV-5401 Daugavpils, Latvia
| | - Viktorija Ķēniņa
- Department of Neurology, Pauls Stradiņš Clinical University Hospital, LV-1002 Riga, Latvia
- Department of Biology and Microbiology, Rīga Stradiņš University, LV-1007 Riga, Latvia
- Institute of Oncology and Molecular Genetics, Rīga Stradiņš University, LV-1002 Riga, Latvia
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McInvale JJ, Canoll P, Hargus G. Induced pluripotent stem cell models as a tool to investigate and test fluid biomarkers in Alzheimer's disease and frontotemporal dementia. Brain Pathol 2024; 34:e13231. [PMID: 38246596 PMCID: PMC11189780 DOI: 10.1111/bpa.13231] [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: 10/03/2023] [Accepted: 11/29/2023] [Indexed: 01/23/2024] Open
Abstract
Neurodegenerative diseases are increasing in prevalence and comprise a large socioeconomic burden on patients and their caretakers. The need for effective therapies and avenues for disease prevention and monitoring is of paramount importance. Fluid biomarkers for neurodegenerative diseases have gained a variety of uses, including informing participant selection for clinical trials, lending confidence to clinical diagnosis and disease staging, determining prognosis, and monitoring therapeutic response. Their role is expected to grow as disease-modifying therapies start to be available to a broader range of patients and as prevention strategies become established. Many of the underlying molecular mechanisms of currently used biomarkers are incompletely understood. Animal models and in vitro systems using cell lines have been extensively employed but face important translatability limitations. Induced pluripotent stem cell (iPSC) technology, where a theoretically unlimited range of cell types can be reprogrammed from peripheral cells sampled from patients or healthy individuals, has gained prominence over the last decade. It is a promising avenue to study physiological and pathological biomarker function and response to experimental therapeutics. Such systems are amenable to high-throughput drug screening or multiomics readouts such as transcriptomics, lipidomics, and proteomics for biomarker discovery, investigation, and validation. The present review describes the current state of biomarkers in the clinical context of neurodegenerative diseases, with a focus on Alzheimer's disease and frontotemporal dementia. We include a discussion of how iPSC models have been used to investigate and test biomarkers such as amyloid-β, phosphorylated tau, neurofilament light chain or complement proteins, and even nominate novel biomarkers. We discuss the limitations of current iPSC methods, mentioning alternatives such as coculture systems and three-dimensional organoids which address some of these concerns. Finally, we propose exciting prospects for stem cell transplantation paradigms using animal models as a preclinical tool to study biomarkers in the in vivo context.
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Affiliation(s)
- Julie J. McInvale
- Department of Pathology and Cell BiologyColumbia UniversityNew YorkNew YorkUSA
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia UniversityNew YorkNew YorkUSA
- Medical Scientist Training Program, Columbia UniversityNew YorkNew YorkUSA
| | - Peter Canoll
- Department of Pathology and Cell BiologyColumbia UniversityNew YorkNew YorkUSA
| | - Gunnar Hargus
- Department of Pathology and Cell BiologyColumbia UniversityNew YorkNew YorkUSA
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia UniversityNew YorkNew YorkUSA
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7
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Shu H, Zhang P, Gu L. Alpha-synuclein in peripheral body fluid as a biomarker for Parkinson's disease. Acta Neurol Belg 2024; 124:831-842. [PMID: 38170418 DOI: 10.1007/s13760-023-02452-2] [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: 07/18/2023] [Accepted: 11/27/2023] [Indexed: 01/05/2024]
Abstract
OBJECTIVE Whether alpha-synuclein in peripheral body fluids can be used for the diagnosis of Parkinson's disease (PD) remains in controversy. This study evaluates diagnostic potential of alpha-synuclein for PD in various peripheral body fluids using a meta-analysis approach. METHODS Studies published before October 2022 were searched in Web of Science and PubMed databases. The results were computed using the STATA 12.0 statistical software. RESULTS In plasma, PD patients exhibited elevated alpha-synuclein levels relative to healthy controls (HCs) [standard mean difference (SMD) = 0.78, 95% confidence interval (CI) = 0.42 to 1.15] with a sensitivity of 0.79 (95% CI: 0.64-0.89) and a specificity of 0.95 (95% CI: 0.90-0.98). Higher plasma alpha-synuclein levels were correlated with longer disease durations, higher Unified Parkinson's Disease Rating Scale motor scores, and higher Hoehn and Yahr stages in PD patients. Plasma neural-derived exosomal alpha-synuclein levels (SMD = 1.82, 95% CI = 0.30 to 3.35), ratio of plasma neural-derived exosomal alpha-synuclein to total alpha-synuclein (SMD = 1.26, 95% CI = 0.19 to 2.33), and erythrocytic alpha-synuclein levels were also increased in PD patients (SMD = 6.57, 95% CI = 3.55 to 9.58). In serum, there was no significant difference in alpha-synuclein levels between PD patients and HCs (SMD = 0.54, 95% CI = - 0.27 to 1.34). In saliva, reduced alpha-synuclein levels were observed in PD patients (SMD = - 0.85, 95% CI = - 1.67 to - 0.04). CONCLUSIONS Alpha-synuclein levels in plasma, plasma neural-derived exosome, erythrocyte, and saliva may serve as potential biomarkers for the diagnosis of PD.
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Affiliation(s)
- Hao Shu
- Department of Neurology, The Fourth Affiliated Hospital of Nanjing Medical University, Nanjing, 210031, China
| | - Pengcheng Zhang
- Institute of Environment and Operational Medicine, Academy of Military Medical Sciences, Academy of Military Sciences, Tianjin, 300041, China
| | - Lihua Gu
- Department of Neurology, Tianjin Huanhu Hospital, No. 6 Jizhao Road, Tianjin, 300350, China.
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Buhmann C, Magnus T, Choe CU. Blood neurofilament light chain in Parkinson's disease. J Neural Transm (Vienna) 2023; 130:755-762. [PMID: 37067597 PMCID: PMC10199845 DOI: 10.1007/s00702-023-02632-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 04/01/2023] [Indexed: 04/18/2023]
Abstract
Blood neurofilament light chain (NfL) is an easily accessible, highly sensitive and reliable biomarker for neuroaxonal damage. Currently, its role in Parkinson's disease (PD) remains unclear. Here, we demonstrate that blood NfL can distinguish idiopathic PD from atypical parkinsonian syndromes (APS) with high sensitivity and specificity. In cross-sectional studies, some found significant correlations between blood NfL with motor and cognitive function, whereas others did not. In contrast, prospective studies reported very consistent associations between baseline blood NfL with motor progression and cognitive worsening. Amongst PD subtypes, especially postural instability and gait disorder (PIGD) subtype, symptoms and scores are reliably linked with blood NfL. Different non-motor PD comorbidities have also been associated with high blood NfL levels suggesting that the neuroaxonal damage of the autonomic nervous system as well as serotonergic, cholinergic and noradrenergic neurons is quantifiable. Numerous absolute NfL cutoff levels have been suggested in different cohort studies; however, validation across cohorts remains weak. However, age-adjusted percentiles and intra-individual blood NfL changes might represent more valid and consistent parameters compared with absolute NfL concentrations. In summary, blood NfL has the potential as biomarker in PD patients to be used in clinical practice for prediction of disease severity and especially progression.
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Affiliation(s)
- Carsten Buhmann
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tim Magnus
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Experimental Research in Stroke and Inflammation, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Chi-Un Choe
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
- Experimental Research in Stroke and Inflammation, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
- Department of Neurology, Klinikum Itzehoe, Robert-Koch-Straße 2, 25524, Itzehoe, Germany.
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Zhang X, Ma L, Liang D, Song B, Chen J, Huang Y, Xu L, Zhao P, Wu W, Zhang N, Xue R. Neurofilament Light Protein Predicts Disease Progression in Idiopathic REM Sleep Behavior Disorder. JOURNAL OF PARKINSON'S DISEASE 2023:JPD223519. [PMID: 37182898 DOI: 10.3233/jpd-223519] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
BACKGROUND Idiopathic rapid eye movement sleep behavior disorder (iRBD) is increasingly recognized as a manifestation preceding the α-synucleinopathies like Parkinson's disease (PD). Neurofilament light chain (NfL) have been reported to be higher in synucleinopathies as a sign of neurodegeneration. OBJECTIVE To evaluate whether plasma NfL is valuable in reflecting cognitive and motor status in iRBD and PD with a premorbid history of RBD (PDRBD), and predicting disease progression in iRBD. METHODS Thirty-one patients with iRBD, 30 with PDRBD, and 18 healthy controls were included in the cross-sectional and prospective study. Another cohort from the Parkinson's Progression Markers Initiative (PPMI) dataset was enrolled for verification analysis. All patients received evaluations of cognitive, motor, and autonomic function by a battery of clinical tests at baseline and follow-up. Blood NfL was measured by the Quanterix Simoa HD-1. RESULTS In our cohort, 26 patients with iRBD completed the follow-up evaluations, among whom eight (30.8%) patients displayed phenoconversion. Baseline plasma NfL cutoff value of 22.93 pg/mL performed best in distinguishing the iRBD converters from non-converters (sensitivity: 75.0%, specificity: 83.3%, area under the curve: 0.84). Cognitive and motor function were significantly correlated with NfL levels in PDRBD (correlation coefficients: -0.379, 0.399; respectively). Higher baseline NfL levels in iRBD were significantly associated with higher risks for cognitive, motor, autonomic function progression, and phenoconversion at follow-up (hazard ratios: 1.069, 1.065, 1.170, 1.065; respectively). The findings were supported by the PPMI dataset. CONCLUSION Plasma NfL is valuable in reflecting disease severity of PDRBD and predicting disease progression and phenoconversion in iRBD.
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Affiliation(s)
- Xuan Zhang
- Department of Neurology, Tianjin Medical University General Hospital Airport Site, Tianjin, China
| | - Li Ma
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, China
| | - Danqi Liang
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, China
| | - Bingxin Song
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, China
| | - Jingshan Chen
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Neurological Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Yaqin Huang
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, China
| | - Lin Xu
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, China
| | - Peng Zhao
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, China
| | - Wei Wu
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Neurological Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Nan Zhang
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Neurological Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Rong Xue
- Department of Neurology, Tianjin Medical University General Hospital Airport Site, Tianjin, China
- Department of Neurology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Neurological Institute, Tianjin Medical University General Hospital, Tianjin, China
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Youssef P, Hughes L, Kim WS, Halliday GM, Lewis SJG, Cooper A, Dzamko N. Evaluation of plasma levels of NFL, GFAP, UCHL1 and tau as Parkinson's disease biomarkers using multiplexed single molecule counting. Sci Rep 2023; 13:5217. [PMID: 36997567 PMCID: PMC10063670 DOI: 10.1038/s41598-023-32480-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Accepted: 03/28/2023] [Indexed: 04/01/2023] Open
Abstract
Objective biomarkers for Parkinson's Disease (PD) could aid early and specific diagnosis, effective monitoring of disease progression, and improved design and interpretation of clinical trials. Although alpha-synuclein remains a biomarker candidate of interest, the multifactorial and heterogenous nature of PD highlights the need for a PD biomarker panel. Ideal biomarker candidates include markers that are detectable in easily accessible samples, (ideally blood) and that reflect the underlying pathological process of PD. In the present study, we explored the diagnostic and prognostic PD biomarker potential of the SIMOA neurology 4-plex-A biomarker panel, which included neurofilament light (NFL), glial fibrillary acid protein (GFAP), tau and ubiquitin C-terminal hydrolase L1 (UCHL-1). We initially performed a serum vs plasma comparative study to determine the most suitable blood-based matrix for the measurement of these proteins in a multiplexed assay. The levels of NFL and GFAP in plasma and serum were highly correlated (Spearman rho-0.923, p < 0.0001 and rho = 0.825, p < 0.001 respectively). In contrast, the levels of tau were significantly higher in plasma compared to serum samples (p < 0.0001) with no correlation between sample type (Spearman p > 0.05). The neurology 4-plex-A panel, along with plasma alpha-synuclein was then assessed in a cross-sectional cohort of 29 PD patients and 30 controls. Plasma NFL levels positively correlated with both GFAP and alpha-synuclein levels (rho = 0.721, p < 0.0001 and rho = 0.390, p < 0.05 respectively). As diagnostic biomarkers, the control and PD groups did not differ in their mean NFL, GFAP, tau or UCHL-1 plasma levels (t test p > 0.05). As disease state biomarkers, motor severity (MDS-UPDRS III) correlated with increased NFL (rho = 0.646, p < 0.0001), GFAP (rho = 0.450, p < 0.05) and alpha-synuclein levels (rho = 0.406, p < 0.05), while motor stage (Hoehn and Yahr) correlated with increased NFL (rho = 0.455, p < 0.05) and GFAP (rho = 0.549, p < 0.01) but not alpha-synuclein levels (p > 0.05). In conclusion, plasma was determined to be most suitable blood-based matrix for multiplexing the neurology 4-plex-A panel. Given their correlation with motor features of PD, NFL and GFAP appear to be promising disease state biomarker candidates and further longitudinal validation of these two proteins as blood-based biomarkers for PD progression is warranted.
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Affiliation(s)
- Priscilla Youssef
- Faculty of Medicine and Health and the Brain and Mind Centre, School of Medical Sciences, University of Sydney, Camperdown, NSW, 2050, Australia
| | - Laura Hughes
- Faculty of Medicine and Health and the Brain and Mind Centre, School of Medical Sciences, University of Sydney, Camperdown, NSW, 2050, Australia
| | - Woojin S Kim
- Faculty of Medicine and Health and the Brain and Mind Centre, School of Medical Sciences, University of Sydney, Camperdown, NSW, 2050, Australia
| | - Glenda M Halliday
- Faculty of Medicine and Health and the Brain and Mind Centre, School of Medical Sciences, University of Sydney, Camperdown, NSW, 2050, Australia
| | - Simon J G Lewis
- Faculty of Medicine and Health and the Brain and Mind Centre, School of Medical Sciences, University of Sydney, Camperdown, NSW, 2050, Australia
| | - Antony Cooper
- Garvan Institute of Medical Research, Darlinghurst, NSW, 2010, Australia
- St Vincent's Clinical School, UNSW-Sydney, Darlinghurst, NSW, 2010, Australia
| | - Nicolas Dzamko
- Faculty of Medicine and Health and the Brain and Mind Centre, School of Medical Sciences, University of Sydney, Camperdown, NSW, 2050, Australia.
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Wang Y, Ning H, Ren J, Pan C, Yu M, Xue C, Wang X, Zhou G, Chen Y, Liu W. Integrated Clinical Features with Plasma and Multi-modal Neuroimaging Biomarkers to Diagnose Mild Cognitive Impairment in Early Drug-Naive Parkinson's Disease. ACS Chem Neurosci 2022; 13:3523-3533. [PMID: 36417458 DOI: 10.1021/acschemneuro.2c00565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
The pathogenesis of cognitive impairment in Parkinson's disease (PD) patients remains unclear, and there is no ideal diagnostic tool available at present. We assessed integrated clinical features with plasma and multi-modal neuroimaging biomarkers to identify mild cognitive impairment (MCI) in early drug-naive PD patients. 49 early drug-naive PD patients, including 26 with MCI (PD-MCI) and 23 with normal cognition (PD-NC), and 20 controls were recruited. Plasma markers [α-synuclein, beta-amyloid 1-40 (Aβ40), beta-amyloid 1-42 (Aβ42), and phosphorylated Tau 181 (p-Tau181) levels], functional connectivity (FC) of the default mode network, and cortical thickness (CTh) were evaluated to identify PD-MCI. The PD-MCI group had significantly higher plasma p-Tau181 levels and p-Tau181/Aβ42 ratio and lower Aβ42/Aβ40 ratio compared to the PD-NC group. Compared to PD-NC, the PD-MCI group showed increased FC between left posterior cingulate cortex (pCC) and the left parahippocampal gyrus (PHG), and between the right hippocampal formation and the left anterior cingulate and paracingulate gyri, and the right middle temporal gyrus. Additionally, the PD-MCI group had thinner cortex thickness in the right lateral occipital and frontal pole compared to the PD-NC group. The final model combining clinical characteristics and several variables (age, sex, plasma p-Tau181 level, Aβ42/Aβ40 ratio, the right lateral occipital CTh, and the FC value between the left pCC and left PHG) had the highest diagnostic accuracy for PD-MCI (AUC = 0.987, 95% CI 0.903-1.000; p = 0.001 compared to age and sex alone). The combination of clinical features, plasma biomarkers, and multi-modal neuroimaging biomarkers can identify early cognitive decline in PD patients.
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Affiliation(s)
- Yajie Wang
- Department of Neurology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Houxu Ning
- Department of Chinese Medicine, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Jingru Ren
- Department of Neurology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Chenxi Pan
- Department of Neurology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Miao Yu
- Department of Neurology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Chen Xue
- Department of Radiology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Xiao Wang
- Department of Radiology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Gaiyan Zhou
- Department of Neurology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Yubing Chen
- Department of Neurology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Weiguo Liu
- Department of Neurology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing 210029, China
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12
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Chiu PY, Yang FC, Chiu MJ, Lin WC, Lu CH, Yang SY. Relevance of plasma biomarkers to pathologies in Alzheimer's disease, Parkinson's disease and frontotemporal dementia. Sci Rep 2022; 12:17919. [PMID: 36289355 PMCID: PMC9605966 DOI: 10.1038/s41598-022-22647-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 10/18/2022] [Indexed: 01/20/2023] Open
Abstract
Amyloid plaques and tau tangles are pathological hallmarks of Alzheimer's disease (AD). Parkinson's disease (PD) results from the accumulation of α-synuclein. TAR DNA-binding protein (TDP-43) and total tau protein (T-Tau) play roles in FTD pathology. All of the pathological evidence was found in the biopsy. However, it is impossible to perform stein examinations in clinical practice. Assays of biomarkers in plasma would be convenient. It would be better to investigate the combinations of various biomarkers in AD, PD and FTD. Ninety-one subjects without neurodegenerative diseases, 76 patients with amnesic mild cognitive impairment (aMCI) or AD dementia, combined as AD family, were enrolled. One hundred and nine PD patients with normal cognition (PD-NC) or dementia (PDD), combined as PD family, were enrolled. Twenty-five FTD patients were enrolled for assays of plasma amyloid β 1-40 (Aβ1-40), Aβ1-42, T-Tau, α-synuclein and TDP-43 using immunomagnetic reduction (IMR). The results show that Aβs and T-Tau are major domains in AD family. α-synuclein is highly dominant in PD family. FTD is closely associated with TDP-43 and T-Tau. The dominant plasma biomarkers in AD family, PD family and FTD are consistent with pathology. This implies that plasma biomarkers are promising for precise and differential assessments of AD, PD and FTD in clinical practice.
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Affiliation(s)
- Pai-Yi Chiu
- grid.452796.b0000 0004 0634 3637Department of Neurology, Show Chwan Memorial Hospital, Chunghwa, 500 Taiwan ,MR-Guided Focus Ultrasound Center, Chang Bin Shaw Chwan Memorial Hospital, Changhwa, 505 Taiwan
| | - Fu-Chi Yang
- grid.278244.f0000 0004 0638 9360Department of Neurology, Tri-Service General Hospital, National Defense Medical Center, Taipei, 114 Taiwan
| | - Ming-Jang Chiu
- grid.19188.390000 0004 0546 0241Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, 100 Taiwan ,grid.19188.390000 0004 0546 0241Graduate Institute of Brain and Mind Sciences, College of Medicine, National Taiwan University, Taipei, 100 Taiwan ,grid.19188.390000 0004 0546 0241Department of Psychology, National Taiwan University, Taipei, 106 Taiwan ,grid.19188.390000 0004 0546 0241Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, 106 Taiwan
| | - Wei-Che Lin
- grid.145695.a0000 0004 1798 0922Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Kaohsiung, 833 Taiwan
| | - Cheng-Hsien Lu
- grid.145695.a0000 0004 1798 0922Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Kaohsiung, 833 Taiwan
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13
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Li KR, Wu AG, Tang Y, He XP, Yu CL, Wu JM, Hu GQ, Yu L. The Key Role of Magnetic Resonance Imaging in the Detection of Neurodegenerative Diseases-Associated Biomarkers: A Review. Mol Neurobiol 2022; 59:5935-5954. [PMID: 35829831 DOI: 10.1007/s12035-022-02944-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 06/28/2022] [Indexed: 11/30/2022]
Abstract
Neurodegenerative diseases (NDs), including chronic disease such as Alzheimer's disease, Parkinson's disease, Huntington's disease, and multiple sclerosis, and acute diseases like traumatic brain injury and ischemic stroke are characterized by progressive degeneration, brain tissue damage and loss of neurons, accompanied by behavioral and cognitive dysfunctions. So far, there are no complete cures for NDs; thus, early and timely diagnoses are essential and beneficial to patients' treatment. Magnetic resonance imaging (MRI) has become one of the advanced medical imaging techniques widely used in the clinical examination of NDs due to its non-invasive diagnostic value. In this review, research published in English in current decade from PubMed electronic database on the use of MRI to detect specific biomarkers of NDs was collected, summarized, and discussed, which provides valuable suggestions for the early diagnosis, prevention, and treatment of NDs in the clinic.
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Affiliation(s)
- Ke-Ru Li
- Department of Human Anatomy, School of Preclinical Medicine, Southwest Medical University, Luzhou, 646000, Sichuan, China
- Sichuan Key Medical Laboratory of New Drug Discovery and Druggability Evaluation, Luzhou Key Laboratory of Activity Screening and Druggability Evaluation for Chinese Materia Medica, Southwest Medical University, Luzhou, 646000, China
- Department of Radiology, Chongqing University Fuling Hospital, Chongqing, 408000, China
| | - An-Guo Wu
- Sichuan Key Medical Laboratory of New Drug Discovery and Druggability Evaluation, Luzhou Key Laboratory of Activity Screening and Druggability Evaluation for Chinese Materia Medica, Southwest Medical University, Luzhou, 646000, China
- School of Pharmacy, Southwest Medical University, Luzhou, 646000, China
| | - Yong Tang
- Sichuan Key Medical Laboratory of New Drug Discovery and Druggability Evaluation, Luzhou Key Laboratory of Activity Screening and Druggability Evaluation for Chinese Materia Medica, Southwest Medical University, Luzhou, 646000, China
| | - Xiao-Peng He
- Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, the Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China
| | - Chong-Lin Yu
- Department of Human Anatomy, School of Preclinical Medicine, Southwest Medical University, Luzhou, 646000, Sichuan, China
| | - Jian-Ming Wu
- Sichuan Key Medical Laboratory of New Drug Discovery and Druggability Evaluation, Luzhou Key Laboratory of Activity Screening and Druggability Evaluation for Chinese Materia Medica, Southwest Medical University, Luzhou, 646000, China
- School of Pharmacy, Southwest Medical University, Luzhou, 646000, China
| | - Guang-Qiang Hu
- Department of Human Anatomy, School of Preclinical Medicine, Southwest Medical University, Luzhou, 646000, Sichuan, China.
| | - Lu Yu
- Sichuan Key Medical Laboratory of New Drug Discovery and Druggability Evaluation, Luzhou Key Laboratory of Activity Screening and Druggability Evaluation for Chinese Materia Medica, Southwest Medical University, Luzhou, 646000, China.
- School of Pharmacy, Southwest Medical University, Luzhou, 646000, China.
- Department of Chemistry, School of Preclinical Medicine, Southwest Medical University, Luzhou, 646000, Sichuan, China.
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14
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Zhu Y, Yang B, Zhou C, Gao C, Hu Y, Yin WF, Yin K, Zhu Y, Jiang G, Ren H, Pang A, Yang X. Cortical atrophy is associated with cognitive impairment in Parkinson's disease: a combined analysis of cortical thickness and functional connectivity. Brain Imaging Behav 2022; 16:2586-2600. [PMID: 36044168 DOI: 10.1007/s11682-022-00714-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 07/28/2022] [Accepted: 08/07/2022] [Indexed: 11/30/2022]
Abstract
We aimed to perform a combined analysis of cortical thickness and functional connectivity to explore their association with cognitive impairment in Parkinson's disease (PD). A total of 53 PD and 15 healthy control subjects were enrolled. PD patients were divided into PD with normal cognition (PD-NC, n = 25), PD with mild cognitive impairment (PD-MCI, n = 11), and PD with dementia (PDD, n = 17). In some analyses, the PD-MCI and PDD groups were aggregated to represent "PD patients with cognitive impairment". Cognitive status was assessed with the Mini-Mental State Examination (MMSE). Anatomical magnetic resonance imaging and resting-state functional connectivity analysis were performed in all subjects. First, surface-based morphometry measurements of cortical thickness and voxels with cortical thickness reduction were detected. Then, regions showing reduced thickness were analyzed for changes in resting-state functional connectivity in PD involving cognitive impairment. Our results showed that, compared with PD-NC, patients with cognitive impairment showed decreased cortical thickness in the left superior temporal, left lingual, right insula, and right fusiform regions. PD-MCI patients showed these alterations in the right lingual region. Widespread cortical thinning was detected in PDD subjects, including the left superior temporal, left fusiform, right insula, and right fusiform areas. We found that cortical thinning in the left superior temporal, left fusiform, and right temporal pole regions positively correlated with MMSE score. In the resting-state functional connectivity analysis, we found a decrease in functional connectivity between the cortical atrophic brain areas mentioned above and cognition-related brain networks, as well as an increase in functional connectivity between those region and the cerebellum. Alterations in cortical thickness may result in a dysfunction of resting-state functional connectivity, contributing to cognitive decline in patients with PD. However, it is more probable that the relation between structure and FC would be bidirectional,and needs more research to explore in PD cognitve decline.
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Affiliation(s)
- Yongyun Zhu
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, 650032, Kunming, Yunnan Province, P.R. China
| | - Baiyuan Yang
- Department of Neurology, Seventh People's Hospital of Chengdu, 690041, Chengdu, Sichuan Province, P.R. China
| | - Chuanbin Zhou
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, 650032, Kunming, Yunnan Province, P.R. China
| | - Chao Gao
- Department of medical imaging, First Affiliated Hospital of Kunming Medical University, 650032, Kunming, Yunnan Province, P.R. China
| | - Yanfei Hu
- Department of medical imaging, First Affiliated Hospital of Kunming Medical University, 650032, Kunming, Yunnan Province, P.R. China
| | - Wei Fang Yin
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, 650032, Kunming, Yunnan Province, P.R. China
| | - Kangfu Yin
- Department of Neurology, Qujing City First People's Hospital, 655099, Qujing, Yunnan Province, P.R. China
| | - Yangfan Zhu
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, 650032, Kunming, Yunnan Province, P.R. China
| | - Guoliang Jiang
- Department of neurosurgery, First Affiliated Hospital of Kunming Medical University, 650032, Kunming, Yunnan Province, P.R. China
| | - Hui Ren
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, 650032, Kunming, Yunnan Province, P.R. China
| | - Ailan Pang
- Department of Neurology, First Affiliated Hospital of Kunming Medical University, 650032, Kunming, Yunnan Province, P.R. China.
| | - Xinglong Yang
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, 650032, Kunming, Yunnan Province, P.R. China. .,Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, 650032, Kunming, Yunnan Province, P.R. China.
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15
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Chen PH, Hou TY, Cheng FY, Shaw JS. Prediction of Cognitive Degeneration in Parkinson's Disease Patients Using a Machine Learning Method. Brain Sci 2022; 12:brainsci12081048. [PMID: 36009111 PMCID: PMC9405552 DOI: 10.3390/brainsci12081048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Revised: 07/31/2022] [Accepted: 08/06/2022] [Indexed: 11/16/2022] Open
Abstract
This study developed a predictive model for cognitive degeneration in patients with Parkinson's disease (PD) using a machine learning method. The clinical data, plasma biomarkers, and neuropsychological test results of patients with PD were collected and utilized as model predictors. Machine learning methods comprising support vector machines (SVMs) and principal component analysis (PCA) were applied to obtain a cognitive classification model. Using 32 comprehensive predictive parameters, the PCA-SVM classifier reached 92.3% accuracy and 0.929 area under the receiver operating characteristic curve (AUC). Furthermore, the accuracy could be increased to 100% and the AUC to 1.0 in a PCA-SVM model using only 13 carefully chosen features.
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Affiliation(s)
- Pei-Hao Chen
- Department of Neurology, MacKay Memorial Hospital, Taipei 104217, Taiwan
- Institute of Long-Term Care, Mackay Medical College, New Taipei City 252, Taiwan
| | - Ting-Yi Hou
- Institute of Mechatronic Engineering, National Taipei University of Technology, Taipei 106344, Taiwan
| | - Fang-Yu Cheng
- Institute of Long-Term Care, Mackay Medical College, New Taipei City 252, Taiwan
| | - Jin-Siang Shaw
- Institute of Mechatronic Engineering, National Taipei University of Technology, Taipei 106344, Taiwan
- Correspondence:
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16
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Wong YY, Wu CY, Yu D, Kim E, Wong M, Elez R, Zebarth J, Ouk M, Tan J, Liao J, Haydarian E, Li S, Fang Y, Li P, Pakosh M, Tartaglia MC, Masellis M, Swardfager W. Biofluid markers of blood-brain barrier disruption and neurodegeneration in Lewy body spectrum diseases: A systematic review and meta-analysis. Parkinsonism Relat Disord 2022; 101:119-128. [PMID: 35760718 DOI: 10.1016/j.parkreldis.2022.06.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 06/01/2022] [Accepted: 06/08/2022] [Indexed: 02/06/2023]
Abstract
BACKGROUND Mixed evidence supports blood-brain barrier (BBB) dysfunction in Lewy body spectrum diseases. METHODS We compare biofluid markers in people with idiopathic Parkinson's disease (PD) and people with PD dementia (PDD) and/or dementia with Lewy bodies (DLB), compared with healthy controls (HC). Seven databases were searched up to May 10, 2021. Outcomes included cerebrospinal fluid to blood albumin ratio (Qalb), and concentrations of 7 blood protein markers that also reflect BBB disruption and/or neurodegenerative co-pathology. We further explore differences between PD patients with and without evidence of dementia. Random-effects models were used to obtain standardized mean differences (SMD) with 95% confidence interval. RESULTS Of 13,949 unique records, 51 studies were meta-analyzed. Compared to HC, Qalb was higher in PD (NPD/NHC = 224/563; SMD = 0.960 [0.227-1.694], p = 0.010; I2 = 92.2%) and in PDD/DLB (NPDD/DLB/NHC = 265/670; SMD = 1.126 [0.358-1.893], p < 0.001; I2 = 78.2%). Blood neurofilament light chain (NfL) was higher in PD (NPD/NHC = 1848/1130; SMD = 0.747 [0.442-1.052], p < 0.001; I2 = 91.9%) and PDD/DLB (NPDD/DLB/NHC = 183/469; SMD = 1.051 [0.678-1.423], p = 0.004; I2 = 92.7%) than in HC. p-tau 181 (NPD/NHC = 276/164; SMD = 0.698 [0.149-1.247], p = 0.013; I2 = 82.7%) was also higher in PD compared to HC. In exploratory analyses, blood NfL was higher in PD without dementia (NPDND/NHC = 1005/740; SMD = 0.252 [0.042-0.462], p = 0.018; I2 = 71.8%) and higher in PDD (NPDD/NHC = 100/111; SMD = 0.780 [0.347-1.214], p < 0.001; I2 = 46.7%) compared to HC. Qalb (NPDD/NPDND = 63/191; SMD = 0.482 [0.189-0.774], p = 0.010; I2<0.001%) and NfL (NPDD/NPDND = 100/223; SMD = 0.595 [0.346-0.844], p < 0.001; I2 = 3.4%) were higher in PDD than in PD without dementia. CONCLUSIONS Biofluid markers suggest BBB disruption and neurodegenerative co-pathology involvement in common Lewy body diseases. Greater evidence of BBB breakdown was seen in Lewy body disease with cognitive impairment.
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Affiliation(s)
- Yuen Yan Wong
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada; Dr. Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Che-Yuan Wu
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada; Dr. Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Di Yu
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada; Dr. Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Esther Kim
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Melissa Wong
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Renata Elez
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Julia Zebarth
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Michael Ouk
- Dr. Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Jocelyn Tan
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Jiamin Liao
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Eileen Haydarian
- Dr. Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Siming Li
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Yaolu Fang
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Peihao Li
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Maureen Pakosh
- Library & Information Services, UHN Toronto Rehabilitation Institute, Toronto, Ontario, Canada
| | - Maria Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Ontario, Canada
| | - Mario Masellis
- Dr. Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada; Department of Medicine (Neurology), Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Walter Swardfager
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada; Dr. Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada; KITE UHN Toronto Rehabilitation Institute, Toronto, Ontario, Canada.
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17
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Zubelzu M, Morera-Herreras T, Irastorza G, Gómez-Esteban JC, Murueta-Goyena A. Plasma and serum alpha-synuclein as a biomarker in Parkinson's disease: A meta-analysis. Parkinsonism Relat Disord 2022; 99:107-115. [PMID: 35717321 DOI: 10.1016/j.parkreldis.2022.06.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 05/18/2022] [Accepted: 06/01/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Reliable biomarkers for Parkinson's disease (PD) diagnosis are urgently needed. Alpha-synuclein (α-syn) and its proteoforms play a key role in PD pathology but in vivo measurements have raised conflicting results, and whether α-syn in blood could distinguish PD patients from healthy controls is still controversial. METHODS A systematic literature search yielded 35 eligible studies for meta-analysis reporting the concentration of total, oligomeric or phosphorylated α-syn in plasma and/or serum of PD patients and healthy controls. Standardized mean differences (SMD) were pooled using multivariate/multilevel linear mixed-effects models. Meta-regression analyses were conducted to investigate possible modifiers. RESULTS A meta-analysis of 32 articles involving 2683 PD patients and 1838 controls showed a significant overall effect of PD on total α-syn levels (SMD = 0.85, p = 0.004). Meta-regression showed that increased SMD of total α-syn in PD was significantly associated with lower age, shorter disease duration, mild motor impairment, and Immunomagnetic Reduction assay for protein quantification. In contrast, no significant differences were observed for oligomeric or phosphorylated α-syn between PD and controls but increased oligomeric α-syn was significantly associated with shorter disease duration. The heterogeneity among studies was high (>98%). CONCLUSIONS These findings suggest that increased total plasma/serum α-syn levels in PD primarily occur in early phases of the disease. The evidence obtained from a small number of studies measuring plasma/serum concentrations of oligomeric and phosphorylated species of α-syn shows no difference. The clinical applicability of measuring plasma or serum α-syn species for differentiating PD from healthy control warrants further studies with better clinical profiling of PD patients.
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Affiliation(s)
- Maider Zubelzu
- Department of Pharmacology, University of the Basque Country (UPV/EHU), Leioa, Bizkaia, Spain; Neurodegenerative Diseases Group, Biocruces Bizkaia Health Research Institute, Barakaldo, Bizkaia, Spain
| | - Teresa Morera-Herreras
- Department of Pharmacology, University of the Basque Country (UPV/EHU), Leioa, Bizkaia, Spain; Neurodegenerative Diseases Group, Biocruces Bizkaia Health Research Institute, Barakaldo, Bizkaia, Spain.
| | - Gorka Irastorza
- Department of Pharmacology, University of the Basque Country (UPV/EHU), Leioa, Bizkaia, Spain
| | - Juan Carlos Gómez-Esteban
- Neurodegenerative Diseases Group, Biocruces Bizkaia Health Research Institute, Barakaldo, Bizkaia, Spain; Department of Neurosciences, University of the Basque Country (UPV/EHU), Leioa, Bizkaia, Spain; Department of Neurology, Cruces University Hospital, Osakidetza, Barakaldo, Bizkaia, Spain
| | - Ane Murueta-Goyena
- Neurodegenerative Diseases Group, Biocruces Bizkaia Health Research Institute, Barakaldo, Bizkaia, Spain; Department of Neurosciences, University of the Basque Country (UPV/EHU), Leioa, Bizkaia, Spain
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18
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Detection and assessment of alpha-synuclein in Parkinson disease. Neurochem Int 2022; 158:105358. [PMID: 35561817 DOI: 10.1016/j.neuint.2022.105358] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 04/19/2022] [Accepted: 05/01/2022] [Indexed: 11/21/2022]
Abstract
PURPOSE Different studies have reported varying alpha-synuclein values in the cerebrospinal fluid (CSF), serum, and plasma, making determination of the alpha-synuclein cutoff value for Parkinson's disease difficult and rendering identifying the cause of variation essential. METHOD We searched PubMed from inception to June 2021 and identified 76 eligible studies. Included studies reported data on total, phosphorylated, and oligomeric alpha-synuclein in the CSF, serum, or plasma from individuals with Parkinson's disease and healthy controls. The mean or median alpha-synuclein values from the included studies were summarized and categorized through laboratory assays to visualize potential trends. RESULTS The enzyme-linked immunosorbent assay (ELISA) is the most common assay used to determine alpha-synuclein concentrations. Less common assays include Luminex, single molecule arrays, electrochemiluminescence, and immunomagnetic reduction (IMR). IMR is a single-antibody and wash-free immunoassay designed for determining the extremely low concentration of bio-molecules. For patients with Parkinson's disease, the median or mean testing values ranged from 60.9 to 55,000 pg/mL in the CSF, 0.446 to 1,777,100 pg/mL in plasma, and 0.0292 to 38,200,000 pg/mL in serum. The antibody selection was diverse between studies. The tendency of distribution was more centralized among studies that used the same kit. Studies adopting specific antibodies or in-house assays contribute to the extreme values. Only a few studies on phosphorylated and oligomeric alpha-synuclein were included. CONCLUSION The type of assay and antibody selection in the laboratory played major roles in the alpha-synuclein variation. Studies that used the same assay and kit yielded relatively unanimous results. Furthermore, IMR may be a promising assay for plasma and serum alpha-synuclein quantification. A consensus on sample preparation and testing protocol unification is warranted in the future.
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Welton T, Tan YJ, Saffari SE, Ng SYE, Chia NSY, Yong ACW, Choi X, Heng DL, Shih YC, Hartono S, Lee W, Xu Z, Tay KY, Au WL, Tan EK, Chan LL, Ng ASL, Tan LCS. Plasma Neurofilament Light Concentration Is Associated with Diffusion-Tensor MRI-Based Measures of Neurodegeneration in Early Parkinson's Disease. JOURNAL OF PARKINSON'S DISEASE 2022; 12:2135-2146. [PMID: 36057833 DOI: 10.3233/jpd-223414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
BACKGROUND Neurofilament light is a marker of axonal degeneration, whose measurement from peripheral blood was recently made possible by new assays. OBJECTIVE We aimed to determine whether plasma neurofilament light chain (NfL) concentration reflects brain white matter integrity in patients with early Parkinson's disease (PD). METHODS 137 early PD patients and 51 healthy controls were included. Plasma NfL levels were measured using ultrasensitive single molecule array. 3T MRI including diffusion tensor imaging was acquired for voxelwise analysis of association between NfL and both fractional anisotropy (FA) and mean diffusivity (MD) in white matter tracts and subcortical nuclei. RESULTS A pattern of brain microstructural changes consistent with neurodegeneration was associated with increased plasma NfL in most of the frontal lobe and right internal capsule, with decreased FA and increased MD. The same clusters were also associated with poorer global cognition. A significant cluster in the left putamen was associated with increased NfL, with a significantly greater effect in PD than controls. CONCLUSION Plasma NfL may be associated with brain microstructure, as measured using diffusion tensor imaging, in patients with early PD. Higher plasma NfL was associated with a frontal pattern of neurodegeneration that also correlates with cognitive performance in our cohort. This may support a future role for plasma NfL as an accessible biomarker for neurodegeneration and cognitive dysfunction in PD.
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Affiliation(s)
- Thomas Welton
- Department of Neurology, National Neuroscience Institute, Tan Tock Seng Hospital, Singapore
- Neuroscience Academic Clinical Program, Duke-NUS Medical School, Singapore
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
| | - Yi Jayne Tan
- Department of Neurology, National Neuroscience Institute, Tan Tock Seng Hospital, Singapore
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
| | - Seyed Ehsan Saffari
- Department of Neurology, National Neuroscience Institute, Tan Tock Seng Hospital, Singapore
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
- Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore
| | - Samuel Y E Ng
- Department of Neurology, National Neuroscience Institute, Tan Tock Seng Hospital, Singapore
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
| | - Nicole S Y Chia
- Department of Neurology, National Neuroscience Institute, Tan Tock Seng Hospital, Singapore
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
| | - Alisa C W Yong
- Department of Neurology, National Neuroscience Institute, Tan Tock Seng Hospital, Singapore
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
| | - Xinyi Choi
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
- Department of Neurology, National Neuroscience Institute, Singapore General Hospital, Singapore
| | - Dede Liana Heng
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
- Department of Neurology, National Neuroscience Institute, Singapore General Hospital, Singapore
| | - Yao-Chia Shih
- Radiological Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
- Graduate Institute of Medicine, Yuan Ze University, Taoyuan City, Taiwan
| | - Septian Hartono
- Neuroscience Academic Clinical Program, Duke-NUS Medical School, Singapore
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
- Department of Neurology, National Neuroscience Institute, Singapore General Hospital, Singapore
| | - Weiling Lee
- Department of Diagnostic Radiology, Singapore General Hospital, Singapore
| | - Zheyu Xu
- Department of Neurology, National Neuroscience Institute, Tan Tock Seng Hospital, Singapore
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
| | - Kay Yaw Tay
- Department of Neurology, National Neuroscience Institute, Tan Tock Seng Hospital, Singapore
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
| | - Wing Lok Au
- Department of Neurology, National Neuroscience Institute, Tan Tock Seng Hospital, Singapore
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
| | - Eng-King Tan
- Department of Neurology, National Neuroscience Institute, Tan Tock Seng Hospital, Singapore
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
- Department of Neurology, National Neuroscience Institute, Singapore General Hospital, Singapore
| | - Ling Ling Chan
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
- Radiological Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
- Department of Diagnostic Radiology, Singapore General Hospital, Singapore
- Neuroscience and Behavioural Disorders Program, Duke-NUS Medical School, Singapore
| | - Adeline S L Ng
- Department of Neurology, National Neuroscience Institute, Tan Tock Seng Hospital, Singapore
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
- Neuroscience and Behavioural Disorders Program, Duke-NUS Medical School, Singapore
| | - Louis C S Tan
- Department of Neurology, National Neuroscience Institute, Tan Tock Seng Hospital, Singapore
- Parkinson Disease and Movement Disorders Centre, Parkinson Foundation Center of Excellence, National Neuroscience Institute, Singapore, Tan Tock Seng Hospital, Singapore
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20
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Lin W, Shaw J, Cheng F, Chen P. Plasma total tau predicts executive dysfunction in Parkinson's disease. Acta Neurol Scand 2022; 145:30-37. [PMID: 34398474 DOI: 10.1111/ane.13517] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 07/21/2021] [Accepted: 08/08/2021] [Indexed: 01/07/2023]
Abstract
OBJECTIVES Cognitive impairment is an important non-motor aspect of Parkinson's disease (PD). Amyloid-β and tau pathologies are well-established in Alzheimer's disease and commonly coexist with synucleinopathy in PD. However, the levels of these biomarkers in the plasma of patients with PD and their relationship with specific cognition domains remain to be clarified. The current study compared the motor severity and neuropsychological assessment of general and specific cognition, with plasma levels of α-synuclein (α-syn), amyloid-β 42 (Aβ42), and total tau (t-tau) in PD subjects. METHODS Plasma levels of α-syn, Aβ42, and t-tau were measured in 55 participants with PD through immunomagnetic reduction assay. The evaluation of motor severity and comprehensive neuropsychological assessment was performed in all participants. RESULTS The level of plasma α-syn was negatively correlated with the scores of Unified Parkinson's Disease Rating Scale part III [r = (-.352), p = .008]. The level of plasma t-tau was negatively correlated with the scores of digits recall forwards and digits recall backwards [r = (-.446), p = .001; r = (-.417), p = .002, respectively]. No correlations were found between the levels of α-syn and Aβ42 and any neuropsychological tests. CONCLUSIONS This study concluded a lower level of plasma α-syn was correlated with motor dysfunction in PD patients, and a higher level of plasma t-tau was correlated with lower cognitive performance, especially for attention and executive function. These results propose the possibility of using plasma biomarkers to predict specific cognitive performance in PD subjects.
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Affiliation(s)
- Wei‐Ting Lin
- Department of Neurology MacKay Memorial Hospital Taipei Taiwan
| | - Jin‐Siang Shaw
- Institute of Mechatronic Engineering National Taipei University of Technology Taipei Taiwan
| | - Fang‐Yu Cheng
- Institute of Long‐Term Care MacKay Medical College New Taipei City Taiwan
| | - Pei‐Hao Chen
- Department of Neurology MacKay Memorial Hospital Taipei Taiwan
- Department of Medicine MacKay Medical College New Taipei City Taiwan
- College of Mechanical and Electrical Engineering National Taipei University of Technology Taipei Taiwan
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21
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Chen JH, Chan L, Chung CC, Bamodu OA, Hong CT. Blood Neurofilament Light Chain in Parkinson's Disease: Comparability between Parkinson's Progression Markers Initiative (PPMI) and Asian Cohorts. J Clin Med 2021; 10:jcm10215085. [PMID: 34768602 PMCID: PMC8584818 DOI: 10.3390/jcm10215085] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Revised: 10/22/2021] [Accepted: 10/27/2021] [Indexed: 11/17/2022] Open
Abstract
Elevated blood neurofilament light chain (NfL), which indicates the loss of neuronal integrity, is increasingly implicated as a diagnostic and outcome-predicting biomarker for neurological diseases. However, its diagnostic implication for Parkinson’s disease (PD) remains unclear, with conflicting data reported by several studies. This may result from the demographic heterogeneity of the studied cohorts. The present study investigated the comparability of blood NfL between a domestic, single-centered PD cohort from Shuang Ho Hospital (SHH) in Taiwan, with the large international, multi-center cohort, Parkinson’s Progression Markers Initiative (PPMI). In the SHH PD cohort, with 61 people with PD (PwP) and 25 healthy non-PD controls, plasma NfL unexpectedly was significantly higher in the control group than PwP (14.42 ± 13.84 vs. 9.39 ± 6.91 pg/mL, p = 0.05). Interestingly, subgroup analysis revealed a non-significant difference of plasma NfL levels in male PwP compared with controls (8.58 ± 6.21 vs. 7.25 ± 4.43 pg/mL, p =0.575), whereas NfL levels were significantly lower in the female PwP group than in their healthy control peers (10.29 ± 7.62 vs. 17.79 ± 15.52 pg/mL, p = 0.033). Comparative analysis of the SHH and PPMI cohorts revealed a comparable gender-stratified distribution of blood NfL based on approximate theoretical quantiles. After adjusting for age and gender, no apparent difference in NfL value distribution was observed between the SHH and PPMI cohorts’ control or PD groups. Significant downregulation of blood NfL levels were positively correlated with a reduced probability of having a PD diagnosis in both cohorts. These results demonstrated that the adjustment for demographic background enhances comparability between cohorts, and may be required to eliminate covariate/confounder-associated conflict in blood NfL results between different PD studies. This experience may be beneficial to other researchers around the world who are saddled with limited study participants, especially as data from small cohort sizes are often at greater risk of being skewed by specific variables.
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Affiliation(s)
- Jia-Hung Chen
- Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City 235, Taiwan; (J.-H.C.); (L.C.); (C.-C.C.)
| | - Lung Chan
- Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City 235, Taiwan; (J.-H.C.); (L.C.); (C.-C.C.)
- Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei City 110, Taiwan
| | - Chen-Chih Chung
- Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City 235, Taiwan; (J.-H.C.); (L.C.); (C.-C.C.)
- Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei City 110, Taiwan
| | - Oluwaseun Adebayo Bamodu
- Department of Medical Research and Education, Shuang Ho Hospital, Taipei Medical University, New Taipei City 235, Taiwan
- Department of Urology, Shuang Ho Hospital, Taipei Medical University, New Taipei City 235, Taiwan
- Department of Hematology and Oncology, Cancer Center, Shuang Ho Hospital, Taipei Medical University, New Taipei City 235, Taiwan
- Correspondence: (O.A.B.); (C.-T.H.)
| | - Chien-Tai Hong
- Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City 235, Taiwan; (J.-H.C.); (L.C.); (C.-C.C.)
- Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei City 110, Taiwan
- Correspondence: (O.A.B.); (C.-T.H.)
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22
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Brain Atrophy Mediates the Relationship between Misfolded Proteins Deposition and Cognitive Impairment in Parkinson's Disease. J Pers Med 2021; 11:jpm11080702. [PMID: 34442345 PMCID: PMC8401428 DOI: 10.3390/jpm11080702] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 07/15/2021] [Accepted: 07/17/2021] [Indexed: 01/20/2023] Open
Abstract
Parkinson’s disease is associated with cognitive decline, misfolded protein deposition and brain atrophy. We herein hypothesized that structural abnormalities may be mediators between plasma misfolded proteins and cognitive functions. Neuropsychological assessments including five domains (attention, executive, speech and language, memory and visuospatial functions), ultra-sensitive immunomagnetic reduction-based immunoassay (IMR) measured misfolded protein levels (phosphorylated-Tau, Amyloidβ-42 and 40, α-synuclein and neurofilament light chain) and auto-segmented brain volumetry using FreeSurfur were performed for 54 Parkinson’s disease (PD) patients and 37 normal participants. Our results revealed that PD patients have higher plasma misfolded protein levels. Phosphorylated-Tau (p-Tau) and Amyloidβ-42 (Aβ-42) were correlated with atrophy of bilateral cerebellum, right caudate nucleus, and right accumbens area (RAA). In mediation analysis, RAA atrophy completely mediated the relationship between p-Tau and digit symbol coding (DSC). RAA and bilateral cerebellar cortex atrophy partially mediated the Aβ-42 and executive function (DSC and abstract thinking) relationship. Our study concluded that, in PD, p-Tau deposition adversely impacts DSC by causing RAA atrophy. Aβ-42 deposition adversely impacts executive functions by causing RAA and bilateral cerebellum atrophy.
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23
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Zhu Y, Yang B, Wang F, Liu B, Li K, Yin K, Yin WF, Zhou C, Tian S, Ren H, Pang A, Yang X. Association between plasma neurofilament light chain levels and cognitive function in patients with Parkinson's disease. J Neuroimmunol 2021; 358:577662. [PMID: 34311152 DOI: 10.1016/j.jneuroim.2021.577662] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 07/03/2021] [Accepted: 07/10/2021] [Indexed: 02/08/2023]
Abstract
This study investigated the potential association between levels of plasma neurofilament light chain (NfL) and cognitive function in patients suffering from Parkinson's disease (PD) in P.R. China.We collected a total of 168 participants (130 PD patients and 38 healthy controls),and evaluated the relationship of plasma NfL levels with cognitive dysfunction in PD patients. Our results shown that plasma NfL levels increased with an increase in cognitive impairment across the three groups of PD patients: PD with normal cognition (PD-NC), 17.9 ± 8.9 pg/ml; PD with mild cognitive impairment (PD-MCI),21.9 ± 10.3 pg/ml; and PD dementia (PDD), 35.7 ± 21.7 pg/ml. Higher MMSE scores were associated with lower plasma NfL levels (r = -0.49, 95% CI -0.61 to -0.34, p < 0.0001). Our results associating plasma NfL levels with cognitive dysfunction in PD are consistent with previous studies carried out in several countries/district, based on our meta-analysis.
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Affiliation(s)
- Yongyun Zhu
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province 650032, PR China
| | - Baiyuan Yang
- Department of Neurology, Seventh People's Hospital of Chengdu, Chengdu, Sichuan Province 690041, PR China
| | - Fang Wang
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province 650032, PR China
| | - Bin Liu
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province 650032, PR China
| | - Kelu Li
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province 650032, PR China
| | - Kangfu Yin
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province 650032, PR China
| | - Wei Fang Yin
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province 650032, PR China
| | - Chuanbin Zhou
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province 650032, PR China
| | - Sijia Tian
- Department of Neurology, West China Hospital, Sichuan University, PR China
| | - Hui Ren
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province 650032, PR China
| | - Ailan Pang
- Department of Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province 650032, PR China.
| | - Xinglong Yang
- Department of Geriatric Neurology, First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan Province 650032, PR China.
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24
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Wang H, Wang W, Shi H, Han L. Blood neurofilament light chain in Parkinson's disease: A biological marker for prediction of cognitive impairment? Parkinsonism Relat Disord 2020; 77:157-158. [PMID: 32563681 DOI: 10.1016/j.parkreldis.2020.05.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 05/23/2020] [Indexed: 11/30/2022]
Affiliation(s)
- HongZhou Wang
- Department of Neurology, Kunshan Hospital, Affiliated to Jiangsu University, Kunshan, PR China
| | - WanHua Wang
- Department of Neurology, Kunshan Hospital, Affiliated to Jiangsu University, Kunshan, PR China
| | - HaiCun Shi
- Department of Neurology, Kunshan Hospital, Affiliated to Jiangsu University, Kunshan, PR China
| | - LiJian Han
- Department of Neurology, Kunshan Hospital, Affiliated to Jiangsu University, Kunshan, PR China.
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25
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Bougea A. If not salivary alpha-synuclein, then what? A look at potential Parkinson's disease biomarkers. Expert Rev Mol Diagn 2020; 20:359-361. [PMID: 31986922 DOI: 10.1080/14737159.2020.1721283] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Anastasia Bougea
- 1st Department of Neurology, Eginition Hospital, National and Kapodistrian University of Athens, School of Medicine, Athens, Greece
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