1
|
Lucero J, Gurnani A, Weinberg J, Shih LC. Neutrophil-to-lymphocyte ratio and longitudinal cognitive performance in Parkinson's disease. Ann Clin Transl Neurol 2024. [PMID: 39031909 DOI: 10.1002/acn3.52144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 06/18/2024] [Accepted: 06/21/2024] [Indexed: 07/22/2024] Open
Abstract
OBJECTIVE Previous studies have suggested a link between peripheral inflammation and cognitive outcomes in the general population and individuals with Parkinson's disease (PD). We sought to test the association between peripheral inflammation, measured by the neutrophil-to-lymphocyte ratio (NLR), cognitive performance, and mild cognitive impairment (MCI) status in individuals with PD. METHODS A retrospective, longitudinal analysis was carried out using data from the Parkinson's Progression Markers Initiative (PPMI), including 422 participants with PD followed over 5 years. Cognitive performance was assessed using a neuropsychological battery including the Montreal Cognitive Assessment (MoCA) and tests of verbal learning, visuospatial function, processing speed, and executive function. Mixed-effect regression models were used to analyze the association between NLR, cognitive performance, and MCI status, controlling for age, sex, education, APOE genotype, and motor severity. RESULTS There was a negative association between NLR and MoCA, even after adjusting for covariates (b = -0.12, p = 0.033). MoCA scores for individuals in the high NLR category exhibited a more rapid decline over time compared to the low NLR group (b = -0.16, p = 0.012). Increased NLR was associated with decreased performance across all cognitive domains. However, NLR was not associated with MCI status over 5 years of follow-up. INTERPRETATION This study demonstrates a link between elevated NLR and cognitive performance in PD, but not with MCI status over 5 years. This suggests that NLR is more strongly associated with day-to-day cognitive performance than with incident MCI, but this requires further study in more heterogeneous cohorts.
Collapse
Affiliation(s)
- Jenniffer Lucero
- Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts, 02118, USA
- Department of Neurology, Boston Medical Center, Boston, Massachusetts, 02118, USA
| | - Ashita Gurnani
- Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts, 02118, USA
| | - Janice Weinberg
- Department of Biostatistics, Boston University School of Public Health, Boston, 02118, Massachusetts, USA
| | - Ludy C Shih
- Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts, 02118, USA
- Department of Neurology, Boston Medical Center, Boston, Massachusetts, 02118, USA
| |
Collapse
|
2
|
Rostami Z, Salari M, Mahdavi S, Etemadifar M. Abnormal multisensory temporal discrimination in Parkinson's disease. Brain Res 2024; 1834:148901. [PMID: 38561085 DOI: 10.1016/j.brainres.2024.148901] [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: 10/27/2023] [Revised: 03/23/2024] [Accepted: 03/28/2024] [Indexed: 04/04/2024]
Abstract
Cognitive deficits are prevalent in Parkinson's disease (PD), ranging from mild deficits in perception and executive function to severe dementia. Multisensory integration (MSI), the ability to pool information from different sensory modalities to form a combined, coherent perception of the environment, is known to be impaired in PD. This study investigated the disruption of audiovisual MSI in PD patients by evaluating temporal discrimination ability between auditory and visual stimuli with different stimulus onset asynchronies (SOAs). The experiment was conducted with Fifteen PD patients and fifteen age-matched healthy controls where participants were requested to report whether the audiovisual stimuli pairs were temporal simultaneous. The temporal binding window (TBW), the time during which sensory modalities are perceived as synchronous, was adapted as the comparison index between PD patients and healthy individuals. Our results showed that PD patients had a significantly wider TBW than healthy controls, indicating abnormal audiovisual temporal discrimination. Furthermore, PD patients had more difficulty in discriminating temporal asynchrony in visual-first, but not in auditory-first stimuli, compared to healthy controls. In contrast, no significant difference was observed for auditory-first stimuli. PD patients also had shorter reaction times than healthy controls regardless of stimulus priority. Together, our findings point to abnormal audiovisual temporal discrimination, a major component of MSI irregularity, in PD patients. These results have important implications for future models of MSI experiments and models that aim to uncover the underlying mechanism of MSI in patients afflicted with PD.
Collapse
Affiliation(s)
- Zahra Rostami
- Clinical Research Development Unit, Shohada-e Tajrish Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran; School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mehri Salari
- Clinical Research Development Unit, Shohada-e Tajrish Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran; School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Sara Mahdavi
- School of Medicine, Alborz University of Medical Sciences, Karaj, Iran
| | - Masoud Etemadifar
- Faculty of Medicine, Isfahan University of Medical Science, Isfahan, Iran
| |
Collapse
|
3
|
Castelli MB, Alonso-Recio L, Carvajal F, Serrano JM. Does the Montreal Cognitive Assessment (MoCA) identify cognitive impairment profiles in Parkinson's disease? An exploratory study. APPLIED NEUROPSYCHOLOGY. ADULT 2024; 31:238-247. [PMID: 34894908 DOI: 10.1080/23279095.2021.2011727] [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: 06/14/2023]
Abstract
An important proportion of patients with Parkinson's Disease (PD) present signs of cognitive impairment, although this is heterogeneous. In an attempt to classify this, the dual syndrome hypothesis distinguishes between two profiles: one defined by attentional and executive problems with damage in anterior cerebral regions, and another with mnesic and visuospatial alterations, with damage in posterior cerebral regions. The Montreal Cognitive Assessment (MoCA) is one of the recommended screening tools, and one of the most used, to assess cognitive impairment in PD. However, its ability to specifically identify these two profiles of cognitive impairment has not been studied. The aim of this study was, therefore, to analyze the capacity of the MoCA to detect cognitive impairment, and also to identify anterior and posterior profiles defined by the dual syndrome hypothesis. For this purpose, 59 patients with idiopathic PD were studied with the MoCA and a neuropsychological battery of tests covering all cognitive domains. Results of logistic regression analysis with ROC (Receiver Operating Characteristic) curves showed that MoCA detected cognitive impairment and identified patients with a profile of anterior/attentional and executive deficit, with acceptable sensibility and specificity. However, it did not identify patients with a posterior/mnesic-visuospatial impairment. We discuss the reasons for the lack of sensitivity of MoCA in this profile, and other possible implications of these results with regards the usefulness of this tool to assess cognitive impairment in PD.
Collapse
Affiliation(s)
- María Belén Castelli
- Departamento de Psicología Biológica y de la Salud, Facultad de Psicología, Universidad Autónoma de Madrid, Madrid, Spain
| | - Laura Alonso-Recio
- Departamento de Psicología y Salud, Facultad de Ciencias de la Salud y la Educación, Universidad a Distancia de Madrid, Madrid, Spain
| | - Fernando Carvajal
- Departamento de Psicología Biológica y de la Salud, Facultad de Psicología, Universidad Autónoma de Madrid, Madrid, Spain
| | - Juan Manuel Serrano
- Departamento de Psicología Biológica y de la Salud, Facultad de Psicología, Universidad Autónoma de Madrid, Madrid, Spain
| |
Collapse
|
4
|
Toro-Hernández FD, Migeot J, Marchant N, Olivares D, Ferrante F, González-Gómez R, González Campo C, Fittipaldi S, Rojas-Costa GM, Moguilner S, Slachevsky A, Chaná Cuevas P, Ibáñez A, Chaigneau S, García AM. Neurocognitive correlates of semantic memory navigation in Parkinson's disease. NPJ Parkinsons Dis 2024; 10:15. [PMID: 38195756 PMCID: PMC10776628 DOI: 10.1038/s41531-024-00630-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 12/29/2023] [Indexed: 01/11/2024] Open
Abstract
Cognitive studies on Parkinson's disease (PD) reveal abnormal semantic processing. Most research, however, fails to indicate which conceptual properties are most affected and capture patients' neurocognitive profiles. Here, we asked persons with PD, healthy controls, and individuals with behavioral variant frontotemporal dementia (bvFTD, as a disease control group) to read concepts (e.g., 'sun') and list their features (e.g., hot). Responses were analyzed in terms of ten word properties (including concreteness, imageability, and semantic variability), used for group-level comparisons, subject-level classification, and brain-behavior correlations. PD (but not bvFTD) patients produced more concrete and imageable words than controls, both patterns being associated with overall cognitive status. PD and bvFTD patients showed reduced semantic variability, an anomaly which predicted semantic inhibition outcomes. Word-property patterns robustly classified PD (but not bvFTD) patients and correlated with disease-specific hypoconnectivity along the sensorimotor and salience networks. Fine-grained semantic assessments, then, can reveal distinct neurocognitive signatures of PD.
Collapse
Affiliation(s)
- Felipe Diego Toro-Hernández
- Graduate Program in Neuroscience and Cognition, Federal University of ABC, São Paulo, Brazil
- Center for Social and Cognitive Neuroscience, School of Psychology, Universidad Adolfo Ibáñez, Santiago, Chile
| | - Joaquín Migeot
- Center for Social and Cognitive Neuroscience, School of Psychology, Universidad Adolfo Ibáñez, Santiago, Chile
- Latin American Brain Health Institute, Universidad Adolfo Ibáñez, Santiago, Chile
| | - Nicolás Marchant
- Center for Social and Cognitive Neuroscience, School of Psychology, Universidad Adolfo Ibáñez, Santiago, Chile
| | - Daniela Olivares
- Center for Social and Cognitive Neuroscience, School of Psychology, Universidad Adolfo Ibáñez, Santiago, Chile
- Laboratorio de Neuropsicología y Neurociencias Clínicas, Universidad de Chile, Santiago, Chile
| | - Franco Ferrante
- Cognitive Neuroscience Center, Universidad de San Andrés, Buenos Aires, Argentina
- National Scientific and Technical Research Council, Buenos Aires, Argentina
- Facultad de Ingeniería, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Raúl González-Gómez
- Center for Social and Cognitive Neuroscience, School of Psychology, Universidad Adolfo Ibáñez, Santiago, Chile
- Latin American Brain Health Institute, Universidad Adolfo Ibáñez, Santiago, Chile
| | - Cecilia González Campo
- Cognitive Neuroscience Center, Universidad de San Andrés, Buenos Aires, Argentina
- National Scientific and Technical Research Council, Buenos Aires, Argentina
| | - Sol Fittipaldi
- Latin American Brain Health Institute, Universidad Adolfo Ibáñez, Santiago, Chile
- Cognitive Neuroscience Center, Universidad de San Andrés, Buenos Aires, Argentina
- Global Brain Health Institute, University of California, San Francisco, California, USA; & Trinity College, Dublin, Ireland
| | - Gonzalo M Rojas-Costa
- Department of Radiology, Clínica las Condes, Santiago, Chile
- Advanced Epilepsy Center, Clínica las Condes, Santiago, Chile
- Join Unit FISABIO-CIPF, Valencia, Spain
- School of Medicine, Finis Terrae University, Santiago, Chile
- Health Innovation Center, Clínica Las Condes, Santiago, Chile
| | - Sebastian Moguilner
- Global Brain Health Institute, University of California, San Francisco, California, USA; & Trinity College, Dublin, Ireland
| | - Andrea Slachevsky
- Memory and Neuropsychiatric Center (CMYN), Neurology Department, Hospital del Salvador & Faculty of Medicine, University of Chile, Santiago, Chile
- Geroscience Center for Brain Health and Metabolism (GERO), Santiago, Chile
- Neuropsychology and Clinical Neuroscience Laboratory (LANNEC), Physiopatology Program - Institute of Biomedical Sciences (ICBM), Neuroscience and East Neuroscience Departments, Faculty of Medicine, University of Chile, Santiago, Chile
- Neurology and Psychiatry Department, Clínica Alemana-Universidad Desarrollo, Santiago, Chile
| | - Pedro Chaná Cuevas
- Facultad de Ciencias Médicas, Universidad de Santiago de Chile, Santiago, Chile
| | - Agustín Ibáñez
- Latin American Brain Health Institute, Universidad Adolfo Ibáñez, Santiago, Chile
- Cognitive Neuroscience Center, Universidad de San Andrés, Buenos Aires, Argentina
- Global Brain Health Institute, University of California, San Francisco, California, USA; & Trinity College, Dublin, Ireland
| | - Sergio Chaigneau
- Center for Social and Cognitive Neuroscience, School of Psychology, Universidad Adolfo Ibáñez, Santiago, Chile
- Center for Cognition Research, School of Psychology, Universidad Adolfo Ibáñez, Santiago, Chile
| | - Adolfo M García
- Latin American Brain Health Institute, Universidad Adolfo Ibáñez, Santiago, Chile.
- Cognitive Neuroscience Center, Universidad de San Andrés, Buenos Aires, Argentina.
- Global Brain Health Institute, University of California, San Francisco, California, USA; & Trinity College, Dublin, Ireland.
- Departamento de Lingüística y Literatura, Facultad de Humanidades, Universidad de Santiago de Chile, Santiago, Chile.
| |
Collapse
|
5
|
Anjum MF, Espinoza AI, Cole RC, Singh A, May P, Uc EY, Dasgupta S, Narayanan NS. Resting-state EEG measures cognitive impairment in Parkinson's disease. NPJ Parkinsons Dis 2024; 10:6. [PMID: 38172519 PMCID: PMC10764756 DOI: 10.1038/s41531-023-00602-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 11/14/2023] [Indexed: 01/05/2024] Open
Abstract
Cognitive dysfunction is common in Parkinson's disease (PD). We developed and evaluated an EEG-based biomarker to index cognitive functions in PD from a few minutes of resting-state EEG. We hypothesized that synchronous changes in EEG across the power spectrum can measure cognition. We optimized a data-driven algorithm to efficiently capture these changes and index cognitive function in 100 PD and 49 control participants. We compared our EEG-based cognitive index with the Montreal cognitive assessment (MoCA) and cognitive tests across different domains from National Institutes of Health (NIH) Toolbox using cross-validations, regression models, and randomization tests. Finally, we externally validated our approach on 32 PD participants. We observed cognition-related changes in EEG over multiple spectral rhythms. Utilizing only 8 best-performing electrodes, our proposed index strongly correlated with cognition (MoCA: rho = 0.68, p value < 0.001; NIH-Toolbox cognitive tests: rho ≥ 0.56, p value < 0.001) outperforming traditional spectral markers (rho = -0.30-0.37). The index showed a strong fit in regression models (R2 = 0.46) with MoCA, yielded 80% accuracy in detecting cognitive impairment, and was effective in both PD and control participants. Notably, our approach was equally effective (rho = 0.68, p value < 0.001; MoCA) in out-of-sample testing. In summary, we introduced a computationally efficient data-driven approach for cross-domain cognition indexing using fewer than 10 EEG electrodes, potentially compatible with dynamic therapies like closed-loop neurostimulation. These results will inform next-generation neurophysiological biomarkers for monitoring cognition in PD and other neurological diseases.
Collapse
Affiliation(s)
- Md Fahim Anjum
- Department of Neurology, University of California San Francisco, San Francisco, CA, 94143, USA.
| | - Arturo I Espinoza
- Department of Neurology, The University of Iowa, Iowa city, IA, 52240, USA
| | - Rachel C Cole
- Department of Neurology, The University of Iowa, Iowa city, IA, 52240, USA
| | - Arun Singh
- Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, South Dakota, SD, 57069, USA
| | - Patrick May
- Department of Electrical and Computer Engineering, The University of Iowa, Iowa city, IA, 52240, USA
| | - Ergun Y Uc
- Department of Neurology, The University of Iowa, Iowa city, IA, 52240, USA
- Neurology Service, Iowa City VA Medical Center, Iowa city, IA, 52240, USA
| | - Soura Dasgupta
- Department of Electrical and Computer Engineering, The University of Iowa, Iowa city, IA, 52240, USA
| | | |
Collapse
|
6
|
Metta V, Dhamija RK, Batzu L, Mrudula R, Kumar NSS, S A, Falup-Pecurariu C, Rodriguez-Blazquez C, Goyal V, L K P, Bhattacharya K, Kumar S, Chaudhuri KR, Borgohain R. Safety and tolerability of long-term apomorphine infusion in advanced Parkinson's disease: an Indian multi-center (APO-IND) experience. Sci Rep 2023; 13:18681. [PMID: 37907679 PMCID: PMC10618227 DOI: 10.1038/s41598-023-46003-4] [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: 05/30/2023] [Accepted: 10/26/2023] [Indexed: 11/02/2023] Open
Abstract
Advanced Parkinson's Disease (APD) is complicated by the emergence of motor and non-motor fluctuations, which are initially predictable and eventually become unpredictable, in part due to erratic gastric absorption and short half of oral levodopa. Attempts to manage such fluctuations with oral dopaminergic drugs often lead to disabling dyskinesias. Continuous Subcutaneous Apomorphine Infusion (CSAI), despite being approved for the treatment of APD since 1993, was approved in India only in 2019. We studied the safety, tolerability and efficacy of CSAI in Indian patients with APD in a registry design to raise local awareness of this important treatment. We conducted a prospective registry-based observational audit at 10 centers across different states of India. Patients with APD, not responding to or with significant side effects from oral dopaminergic therapy, were assessed at baseline and at month 6 and 12 following CSAI infusion. Fifty-one patients completed the study, CSAI significantly reduced the functional impact of dyskinesia (p < 0.01 at 6 months and p < 0.001 at 12 months). There was a significant improvement in the OFF-state from baseline (p < 0.01 at 6 months and p < 0.001 at 12 months) No discernible side effects were observed apart from mild site reaction (n = 7), nausea (n = 7) skin nodules (n = 2). CSAI demonstrated safety, efficacy, tolerability and improved quality of life in patients with APD, as shown in previous studies. Our study highlighted current existing inequalities in treatment availability, lack of awareness, knowledge gap, affordability and cost remains a concern regarding apomorphine use in Indian PD population.
Collapse
Affiliation(s)
- Vinod Metta
- Department of Neurosciences, Institute of Psychiatry, Psychology and Neuroscience and Parkinson's Foundation Centre of Excellence, King's College London, King's College Hospital, London, UK.
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, Dubai, United Arab Emirates.
- Parkinson's Foundation Centre of Excellence, King's College Hospital London, London, SE5 9RS, UK.
| | - Rajinder K Dhamija
- Institute of Human Behavior and Allied Sciences, Lady Hardinge Medical College and SSK Hospital, New Delhi, India
| | - Lucia Batzu
- Department of Neurosciences, Institute of Psychiatry, Psychology and Neuroscience and Parkinson's Foundation Centre of Excellence, King's College London, King's College Hospital, London, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, Dubai, United Arab Emirates
| | - Rukmini Mrudula
- Institute of Movement Disorders, Narayana Medical College and Postgraduate Research Centre, Nellore, India
- Nizams Institute of Medical Sciences, Hyderabad, Telangana, India
| | - Natuva Sai Sampath Kumar
- Institute of Movement Disorders, Narayana Medical College and Postgraduate Research Centre, Nellore, India
| | - Arunan S
- SRM Institute of Medical Sciences and Technology, Chennai, India
| | | | | | - Vinay Goyal
- Institute of Movement Disorders and Parkinson's Centre, Medanta Hospital, New Delhi, India
| | - Prashanth L K
- Center for Parkinson's Disease and Movement Disorders, Manipal Hospital, Bangalore, India
| | | | - Suresh Kumar
- Amrita Institute of Medical Sciences, Kochi, India
| | - Kallol Ray Chaudhuri
- Department of Neurosciences, Institute of Psychiatry, Psychology and Neuroscience and Parkinson's Foundation Centre of Excellence, King's College London, King's College Hospital, London, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, Dubai, United Arab Emirates
| | - Rupam Borgohain
- Nizams Institute of Medical Sciences, Hyderabad, Telangana, India
| |
Collapse
|
7
|
Hadisurya M, Li L, Kuwaranancharoen K, Wu X, Lee ZC, Alcalay RN, Padmanabhan S, Tao WA, Iliuk A. Quantitative proteomics and phosphoproteomics of urinary extracellular vesicles define putative diagnostic biosignatures for Parkinson's disease. COMMUNICATIONS MEDICINE 2023; 3:64. [PMID: 37165152 PMCID: PMC10172329 DOI: 10.1038/s43856-023-00294-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 04/27/2023] [Indexed: 05/12/2023] Open
Abstract
BACKGROUND Mutations in the leucine-rich repeat kinase 2 (LRRK2) gene have been recognized as genetic risk factors for Parkinson's disease (PD). However, compared to cancer, fewer genetic mutations contribute to the cause of PD, propelling the search for protein biomarkers for early detection of the disease. METHODS Utilizing 138 urine samples from four groups, healthy individuals (control), healthy individuals with G2019S mutation in the LRRK2 gene (non-manifesting carrier/NMC), PD individuals without G2019S mutation (idiopathic PD/iPD), and PD individuals with G2019S mutation (LRRK2 PD), we applied a proteomics strategy to determine potential diagnostic biomarkers for PD from urinary extracellular vesicles (EVs). RESULTS After efficient isolation of urinary EVs through chemical affinity followed by mass spectrometric analyses of EV peptides and enriched phosphopeptides, we identify and quantify 4476 unique proteins and 2680 unique phosphoproteins. We detect multiple proteins and phosphoproteins elevated in PD EVs that are known to be involved in important PD pathways, in particular the autophagy pathway, as well as neuronal cell death, neuroinflammation, and formation of amyloid fibrils. We establish a panel of proteins and phosphoproteins as novel candidates for disease biomarkers and substantiate the biomarkers using machine learning, ROC, clinical correlation, and in-depth network analysis. Several putative disease biomarkers are further partially validated in patients with PD using parallel reaction monitoring (PRM) and immunoassay for targeted quantitation. CONCLUSIONS These findings demonstrate a general strategy of utilizing biofluid EV proteome/phosphoproteome as an outstanding and non-invasive source for a wide range of disease exploration.
Collapse
Affiliation(s)
- Marco Hadisurya
- Department of Biochemistry, Purdue University, West Lafayette, IN, 47907, USA
| | - Li Li
- Tymora Analytical Operations, West Lafayette, IN, 47906, USA
| | | | - Xiaofeng Wu
- Department of Chemistry, Purdue University, West Lafayette, IN, 47907, USA
| | - Zheng-Chi Lee
- Department of Biochemistry, Purdue University, West Lafayette, IN, 47907, USA
- West Lafayette Junior/Senior High School, West Lafayette, IN, 47906, USA
| | - Roy N Alcalay
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Shalini Padmanabhan
- The Michael J. Fox Foundation for Parkinson's Research, New York City, NY, 10163, USA
| | - W Andy Tao
- Department of Biochemistry, Purdue University, West Lafayette, IN, 47907, USA.
- Tymora Analytical Operations, West Lafayette, IN, 47906, USA.
- Department of Chemistry, Purdue University, West Lafayette, IN, 47907, USA.
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, 47907, USA.
- Purdue Institute for Cancer Research, Purdue University, West Lafayette, IN, 47907, USA.
| | - Anton Iliuk
- Department of Biochemistry, Purdue University, West Lafayette, IN, 47907, USA.
- Tymora Analytical Operations, West Lafayette, IN, 47906, USA.
| |
Collapse
|
8
|
Anjum MF, Espinoza A, Cole R, Singh A, May P, Uc E, Dasgupta S, Narayanan N. Resting-state EEG measures cognitive impairment in Parkinson's disease. RESEARCH SQUARE 2023:rs.3.rs-2666578. [PMID: 36993450 PMCID: PMC10055637 DOI: 10.21203/rs.3.rs-2666578/v1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Background Cognitive dysfunction is common in Parkinson's disease (PD) and is diagnosed by complex, time-consuming psychometric tests which are affected by language and education, subject to learning effects, and not suitable for continuous monitoring of cognition. Objectives We developed and evaluated an EEG-based biomarker to index cognitive functions in PD from a few minutes of resting-state EEG. Methods We hypothesized that synchronous changes in EEG across the power spectrum can measure cognition. We optimized a data-driven algorithm to efficiently capture these changes and index cognitive function in 100 PD and 49 control participants. We compared our EEG-based cognitive index with the Montreal cognitive assessment (MoCA) and cognitive tests across different domains from the National Institutes of Health (NIH) Toolbox using cross-validation schemes, regression models, and randomization tests. Results We observed cognition-related changes in EEG activities over multiple spectral rhythms. Utilizing only 8 best-performing EEG electrodes, our proposed index strongly correlated with cognition (rho = 0.68, p value < 0.001 with MoCA; rho ≥ 0.56, p value < 0.001 with cognitive tests from the NIH Toolbox) outperforming traditional spectral markers (rho = -0.30 - 0.37). The index showed a strong fit in regression models (R2 = 0.46) with MoCA, yielded 80% accuracy in detecting cognitive impairment, and was effective in both PD and control participants. Conclusions Our approach is computationally efficient for real-time indexing of cognition across domains, implementable even in hardware with limited computing capabilities, making it potentially compatible with dynamic therapies such as closed-loop neurostimulation, and will inform next-generation neurophysiological biomarkers for monitoring cognition in PD and other neurological diseases.
Collapse
|
9
|
Janssen-Aguilar R, Rojas P, Ruiz-Sánchez E, Rodriguez-Violante M, Alcántara-Flores YM, Crail-Meléndez D, Cervantes-Arriaga A, Sánchez-Escandón Ó, Ruiz-Chow ÁA. Naturalistic Study of Depression Associated with Parkinson's Disease in a National Public Neurological Referral Center in Mexico. Brain Sci 2022; 12:326. [PMID: 35326281 PMCID: PMC8945969 DOI: 10.3390/brainsci12030326] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 02/24/2022] [Accepted: 02/24/2022] [Indexed: 02/04/2023] Open
Abstract
Major depressive disorder (MDD) is a major health problem in Parkinson's disease (PD) patients. We described the clinical and sociodemographic factors of MDD among patients with PD at a national neurological referral center in Mexico. One hundred patients with PD + MDD were included in the study. All the patients were evaluated during the "ON" treatment phase of PD. Clinical scales for cognition (MMSE and MoCA) and MDD (MADRS) were applied. The mean age was 58.49 ± 11.02 years, and 57% of the sample was male. The most frequent symptom of PD was tremor (67%), and onset was more frequent on the right side (57%). Additionally, 49% of the patients with PD had moderate to severe (M/S) MDD. Selective serotonin reuptake inhibitors were the most frequent antidepressant treatment (69%). The scores of the scales were MADRS 21.33 ± 5.49, MoCA 21.06 ± 4.65, and MMSE 26.67 ± 1.20. The females had lower MMSE scores compared to the males (p = 0.043). The patients with M/S MDD had more rigidity at the beginning of PD (p = 0.005), fewer march alterations (p = 0.023), and a greater prevalence of left-side initial disease (p = 0.037). Rigidity was associated with M/S MDD (OR 3.75 p = 0.013). MDD was slightly more frequent in the males than in the females. The MDD symptoms and cognitive impairment were worse in the female population.
Collapse
Affiliation(s)
- Reinhard Janssen-Aguilar
- Department of Psychiatry, National Institute of Neurology and Neurosurgery Manuel Velasco Suárez, Av. Insurgentes Sur No. 3877, Mexico City 14269, Mexico; (R.J.-A.); (D.C.-M.)
| | - Patricia Rojas
- Laboratory of Neurotoxicology, National Institute of Neurology and Neurosurgery Manuel Velasco Suárez, Av. Insurgentes Sur No. 3877, Mexico City 14269, Mexico; (P.R.); (E.R.-S.); (Y.M.A.-F.)
| | - Elizabeth Ruiz-Sánchez
- Laboratory of Neurotoxicology, National Institute of Neurology and Neurosurgery Manuel Velasco Suárez, Av. Insurgentes Sur No. 3877, Mexico City 14269, Mexico; (P.R.); (E.R.-S.); (Y.M.A.-F.)
| | - Mayela Rodriguez-Violante
- Movement Disorders Clinic, National Institute of Neurology and Neurosurgery Manuel Velasco Suárez, Av. Insurgentes Sur No. 3877, Mexico City 14269, Mexico; (M.R.-V.); (A.C.-A.)
| | - Yessica M. Alcántara-Flores
- Laboratory of Neurotoxicology, National Institute of Neurology and Neurosurgery Manuel Velasco Suárez, Av. Insurgentes Sur No. 3877, Mexico City 14269, Mexico; (P.R.); (E.R.-S.); (Y.M.A.-F.)
| | - Daniel Crail-Meléndez
- Department of Psychiatry, National Institute of Neurology and Neurosurgery Manuel Velasco Suárez, Av. Insurgentes Sur No. 3877, Mexico City 14269, Mexico; (R.J.-A.); (D.C.-M.)
| | - Amin Cervantes-Arriaga
- Movement Disorders Clinic, National Institute of Neurology and Neurosurgery Manuel Velasco Suárez, Av. Insurgentes Sur No. 3877, Mexico City 14269, Mexico; (M.R.-V.); (A.C.-A.)
| | - Óscar Sánchez-Escandón
- Clinic of Sleep Disorders, Metropolitan Autonomous University, Mexico City 14387, Mexico;
| | - Ángel A. Ruiz-Chow
- Department of Psychiatry, National Institute of Neurology and Neurosurgery Manuel Velasco Suárez, Av. Insurgentes Sur No. 3877, Mexico City 14269, Mexico; (R.J.-A.); (D.C.-M.)
- Liaison Psychiatry, Medical Center ABC, Av. Carlos Graef Fernández 154, Mexico City 05300, Mexico
| |
Collapse
|
10
|
Roh H, Kang J, Koh SB, Kim JH. Hippocampal volume is related to olfactory impairment in Parkinson's disease. J Neuroimaging 2021; 31:1176-1183. [PMID: 34355455 DOI: 10.1111/jon.12911] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Revised: 07/05/2021] [Accepted: 07/11/2021] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND AND PURPOSE Recent evidence has suggested that hyposmia in patients with Parkinson's disease (PD) may be due to impaired central processing. Furthermore, the hippocampus has been regarded as a critical structure linking olfactory impairment and cognitive impairment in PD patients. This study aimed to identify significant structural alterations of the hippocampus in PD patients with hyposmia, and to determine whether these structural changes are significantly associated with olfactory impairment severity. METHODS Eighteen idiopathic PD patients with hyposmia and 18 age- and sex-matched PD patients without hyposmia were enrolled. Hippocampal volume and its subfields were measured using FreeSurfer software and compared between hyposmic and normosmic PD patients. We also compared hippocampal substructures' volumes and correlated the hippocampal volumes with hyposmia severity. RESULTS PD patients with hyposmia had significantly smaller hippocampal volumes. Among the three components of the hippocampus, the hippocampal body showed a markedly lower volume, which correlated significantly with the cross-cultural smell identification test score that represents olfactory function status. Hippocampal subfield analysis showed that substructures (subiculum, molecular layer) that constitute the hippocampal body showed the most significant volume difference. CONCLUSIONS We suggest that atrophy of the bilateral hippocampus implies underlying problems in the central olfaction process in PD patients. In particular, the hippocampus might not only play a critical role in olfaction but could also be important for elucidating possible mechanisms of broad nonmotor symptoms in PD patients.
Collapse
Affiliation(s)
- Haewon Roh
- Department of Neurosurgery, Guro Hospital, Korea University Medical Center, Seoul, Republic of Korea
| | - June Kang
- Department of Brain and Cognitive Engineering, Korea University, Seoul, Republic of Korea
| | - Seong-Beom Koh
- Department of Neurology, Guro Hospital, Korea University Medical Center, Seoul, Republic of Korea
| | - Jong Hyun Kim
- Department of Neurosurgery, Guro Hospital, Korea University Medical Center, Seoul, Republic of Korea
| |
Collapse
|
11
|
Belaunzarán-Zamudio PF, Ortega-Villa AM, Mimenza-Alvarado AJ, Guerra-De-Blas PDC, Aguilar-Navarro SG, Sepúlveda-Delgado J, Hunsberger S, Salgado RV, Ramos-Castañeda J, Rincón León HA, Rodríguez de La Rosa P, Nájera Cancino JG, Beigel J, Caballero Sosa S, Ruiz Hernández E, Powers JH, Ruiz-Palacios GM, Lane C. Comparison of the Impact of Zika and Dengue Virus Infection, and Other Acute Illnesses of Unidentified Origin on Cognitive Functions in a Prospective Cohort in Chiapas Mexico. Front Neurol 2021; 12:631801. [PMID: 33828518 PMCID: PMC8019918 DOI: 10.3389/fneur.2021.631801] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Accepted: 02/22/2021] [Indexed: 02/03/2023] Open
Abstract
Zika has been associated with a variety of severe neurologic manifestations including meningitis and encephalitis. We hypothesized that it may also cause mild to subclinical neurocognitive alterations during acute infection or over the long term. In this observational cohort study, we explored whether Zika cause subclinical or mild neurocognitive alterations, estimate its frequency and duration, and compare it to other acute illnesses in a cohort of people with suspected Zika infection, in the region of Tapachula in Chiapas, Mexico during 2016-2018. We enrolled patients who were at least 12 years old with suspected Zika virus infection and followed them up for 6 months. During each visit participants underwent a complete clinical exam, including a screening test for neurocognitive dysfunction (Montreal Cognitive Assessment score). We enrolled 406 patients [37 with Zika, 73 with dengue and 296 with other acute illnesses of unidentified origin (AIUO)]. We observed a mild and transient impact over cognitive functions in patients with Zika, dengue and with other AIUO. The probability of having an abnormal MoCA score (<26 points) was significantly higher in patients with Zika and AIUO than in those with dengue. Patients with Zika and AIUO had lower memory scores than patients with dengue (Zika vs. Dengue: -0.378, 95% CI-0.678 to -0.078; p = 0.014: Zika vs. AIUO 0.264, 95% CI 0.059, 0.469; p = 0.012). The low memory performance in patients with Zika and AIUO accounts for most of the differences in the overall MoCA score when compared with patients with dengue. Our results show a decrease in cognitive function during acute illness and provides no evidence to support the hypothesis that Zika might cause neurocognitive alterations longer than the period of acute infection or different to other infectious diseases. While effects on memory or perhaps other cognitive functions over the long term are possible, larger studies using more refined tools for neurocognitive functioning assessment are needed to identify these. Trial Registration: NCT02831699.
Collapse
Affiliation(s)
- Pablo F. Belaunzarán-Zamudio
- Departamento de Infectología, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Ana M. Ortega-Villa
- Biostatistics Research Branch, Division of Clinical Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Alberto J. Mimenza-Alvarado
- Department of Geriatric Medicine, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
- Geriatrics & Neurology Fellowship, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | | | - Sara G. Aguilar-Navarro
- Department of Geriatric Medicine, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Jesús Sepúlveda-Delgado
- Directorate of Research, Hospital Regional de Alta Especialidad Ciudad Salud, Tapachula & Medical Science Research, Hospital General de Zona 1, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Sally Hunsberger
- Biostatistics Research Branch, Division of Clinical Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | | | - José Ramos-Castañeda
- Departamento de Infectología, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
- Departamento de Inmunidad, Instituto Nacional de Salud Pública, Cuernavaca, Mexico
| | | | | | - José Gabriel Nájera Cancino
- Directorate of Research, Hospital Regional de Alta Especialidad Ciudad Salud, Tapachula & Medical Science Research, Hospital General de Zona 1, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - John Beigel
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Sandra Caballero Sosa
- Clínica Hospital Dr. Roberto Nettel Flores, Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, Tapachula, Mexico
| | | | - John H. Powers
- Clinical Research Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, United States
| | - Guillermo M. Ruiz-Palacios
- Departamento de Infectología, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Clifford Lane
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| |
Collapse
|
12
|
Scheffels JF, Fröhlich L, Kalbe E, Kessler J. Concordance of Mini-Mental State Examination, Montreal Cognitive Assessment and Parkinson Neuropsychometric Dementia Assessment in the classification of cognitive performance in Parkinson's disease. J Neurol Sci 2020; 412:116735. [DOI: 10.1016/j.jns.2020.116735] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 02/07/2020] [Accepted: 02/12/2020] [Indexed: 10/25/2022]
|
13
|
Association of Motor and Cognitive Symptoms with Health-Related Quality of Life and Caregiver Burden in a German Cohort of Advanced Parkinson's Disease Patients. PARKINSONS DISEASE 2020; 2020:5184084. [PMID: 32184980 PMCID: PMC7060449 DOI: 10.1155/2020/5184084] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 01/24/2020] [Accepted: 01/30/2020] [Indexed: 12/17/2022]
Abstract
Parkinson's disease (PD) is a chronic progressive movement disorder with severe reduction in patients' health-related quality of life (HR-QoL). Motor and cognitive symptoms are especially linked with decreased PD patients' HR-QoL. However, the relationship of these symptoms to caregiver burden is relatively unclear. Influence of the Montreal Cognitive Assessment scale (MoCA) as a cognitive screening tool and Movement Disorders Society Unified Parkinson's disease Rating Scale MDS-UPDRS symptoms in relation to patients' HR-QoL and caregivers` burden was analyzed. PD patients (n = 124) completed MDS-UPDRS, MoCA, and the PD questionnaire 8 (PDQ-8) as a measure of quality of life. Caregivers (n = 78) were assessed by the PD caregiver burden inventory (PDCB). PDQ-8 and PDCB scores were regressed on MDS-UPDRS subscales and MoCA subscores. PDQ-8 correlated with attention (R2 0.1282; p < 0.001) and executive (R2 0.0882; p 0.001) MoCA subscores and all parts of the MDS-UPDRS. PDCB correlated most strongly with MDS-UPDRS part III motor symptoms (R2 0.2070; p < 0.001) and the MoCA attention subscore (R2 0.1815; p < 0.001). While all facets of PD symptoms assessed by the MDS-UPDRS relate to PD patients' quality of life, motor symptoms are the most relevant factor for the prediction of caregiver burden. In addition, patients' attentional symptoms seem to affect not only them, but also their caregivers. These findings show the potential of a detailed analysis of MDS-UPDRS and MoCA performance in PD patients.
Collapse
|