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Hampsey E, Meszaros M, Skirrow C, Strawbridge R, Taylor RH, Chok L, Aarsland D, Al-Chalabi A, Chaudhuri R, Weston J, Fristed E, Podlewska A, Awogbemila O, Young AH. Protocol for Rhapsody: a longitudinal observational study examining the feasibility of speech phenotyping for remote assessment of neurodegenerative and psychiatric disorders. BMJ Open 2022; 12:e061193. [PMID: 35667724 PMCID: PMC9171270 DOI: 10.1136/bmjopen-2022-061193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 05/17/2022] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Neurodegenerative and psychiatric disorders (NPDs) confer a huge health burden, which is set to increase as populations age. New, remotely delivered diagnostic assessments that can detect early stage NPDs by profiling speech could enable earlier intervention and fewer missed diagnoses. The feasibility of collecting speech data remotely in those with NPDs should be established. METHODS AND ANALYSIS The present study will assess the feasibility of obtaining speech data, collected remotely using a smartphone app, from individuals across three NPD cohorts: neurodegenerative cognitive diseases (n=50), other neurodegenerative diseases (n=50) and affective disorders (n=50), in addition to matched controls (n=75). Participants will complete audio-recorded speech tasks and both general and cohort-specific symptom scales. The battery of speech tasks will serve several purposes, such as measuring various elements of executive control (eg, attention and short-term memory), as well as measures of voice quality. Participants will then remotely self-administer speech tasks and follow-up symptom scales over a 4-week period. The primary objective is to assess the feasibility of remote collection of continuous narrative speech across a wide range of NPDs using self-administered speech tasks. Additionally, the study evaluates if acoustic and linguistic patterns can predict diagnostic group, as measured by the sensitivity, specificity, Cohen's kappa and area under the receiver operating characteristic curve of the binary classifiers distinguishing each diagnostic group from each other. Acoustic features analysed include mel-frequency cepstrum coefficients, formant frequencies, intensity and loudness, whereas text-based features such as number of words, noun and pronoun rate and idea density will also be used. ETHICS AND DISSEMINATION The study received ethical approval from the Health Research Authority and Health and Care Research Wales (REC reference: 21/PR/0070). Results will be disseminated through open access publication in academic journals, relevant conferences and other publicly accessible channels. Results will be made available to participants on request. TRIAL REGISTRATION NUMBER NCT04939818.
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Affiliation(s)
- Elliot Hampsey
- Institute of Psychiatry, Psychology, & Neuroscience, King's College London, London, UK
| | | | | | - Rebecca Strawbridge
- Institute of Psychiatry, Psychology, & Neuroscience, King's College London, London, UK
| | - Rosie H Taylor
- Institute of Psychiatry, Psychology, & Neuroscience, King's College London, London, UK
| | | | - Dag Aarsland
- Institute of Psychiatry, Psychology, & Neuroscience, King's College London, London, UK
| | - Ammar Al-Chalabi
- Institute of Psychiatry, Psychology, & Neuroscience, King's College London, London, UK
| | - Ray Chaudhuri
- Institute of Psychiatry, Psychology, & Neuroscience, King's College London, London, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital NHS Foundation Trust, London, UK
| | | | | | - Aleksandra Podlewska
- Institute of Psychiatry, Psychology, & Neuroscience, King's College London, London, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital NHS Foundation Trust, London, UK
| | - Olabisi Awogbemila
- Parkinson's Foundation Centre of Excellence, King's College Hospital NHS Foundation Trust, London, UK
| | - Allan H Young
- Institute of Psychiatry, Psychology, & Neuroscience, King's College London, London, UK
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Nguyen PV, Hjelholt TJ, Heide-Jørgensen U, Pedersen AB. Postoperative complications, mortality, and quality of in-hospital care among hip fracture patients with Parkinson's disease. Injury 2022; 53:2150-2157. [PMID: 35296377 DOI: 10.1016/j.injury.2022.03.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 02/17/2022] [Accepted: 03/05/2022] [Indexed: 02/02/2023]
Abstract
AIM The aim of this study was to investigate the association between Parkinson's disease (PD) and postoperative complications, mortality, and quality of in-hospital care in patients with hip fracture. METHODS We included patients aged 65+ years with an incident hip fracture from 2004-2017, registered in the Danish Multidisciplinary Hip Fracture Registry. Patients with PD were identified using diagnosis codes prior to hip fracture. Using log-binomial regression, we calculated both 30-day crude and adjusted risk ratios (aRR) with 95% confidence intervals (CIs) for the following outcomes: any hospital-treated infections, pneumonia, urinary tract infection, sepsis, community-treated infections, cardiovascular events, mortality, and fulfilment of quality indicators of in-hospital care. Analyses were adjusted for age, sex and Charlson comorbidity index score. RESULTS We identified 77,550 hip fracture patients of which 1,915 had PD. Compared to non-PD, patients with PD had higher risk of any hospital-treated - (aRR = 1.27 (CI: 1.10-1.45) and community-treated infection (aRR = 1.22 (CI: 1.13-1.32)), pneumonia (aRR = 1.38 (1.11-1.69)), urinary tract infection (aRR of 1.58 (CI: 1.28-1.92)) and sepsis (aRR = 1.18 (CI: 0.67-1.89)), but a reduced risk of cardiovascular events (aRR = 0.59 (CI: 0.41-0.82)). The aRR for 30-day mortality was 1.11 (CI: 0.97-1.27) for PD vs non-PD patients, and the aHR for 1-year mortality was 1.19 (CI: 1.09-1.30). The aRRs for fulfillment of all relevant quality indicators was about 1 for PD vs non-PD patients. CONCLUSION Hip fracture patients with PD have a higher risk of infections and mortality within 30 days after surgery after adjustment for sex, age, and comorbidity. They do, however, receive comparable quality of in-hospital care after hip fracture compared to non-PD patients.
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Affiliation(s)
- Peter Vn Nguyen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus N, Denmark.
| | - Thomas J Hjelholt
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus N, Denmark.
| | - Uffe Heide-Jørgensen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus N, Denmark.
| | - Alma B Pedersen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus N, Denmark.
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Quan C, Ren K, Luo Z, Chen Z, Ling Y. End-to-end deep learning approach for Parkinson’s disease detection from speech signals. Biocybern Biomed Eng 2022. [DOI: 10.1016/j.bbe.2022.04.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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El-Wahsh S, Layfield C, Bogaardt H, Kumfor F, Ballard KJ. Perspectives from the patient: A content analysis of communication changes, impact, and strategies to facilitate communication in multiple sclerosis. INTERNATIONAL JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2022; 24:173-189. [PMID: 34493141 DOI: 10.1080/17549507.2021.1973101] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Purpose: Communication changes in multiple sclerosis (MS) are under-explored and under-recognised. Persons with MS (PwMS) are experts in their condition and play a valuable role in informing clinicians and researchers of their condition. This study aimed to investigate the perspectives of PwMS on: (1) MS-related communication changes, (2) the impact of these communication changes across key aspects of a person's life, including work/studies, relationships, and general quality of life, and (3) strategies used to facilitate communication in daily interactions.Method: Two-hundred and sixty PwMS were recruited internationally and completed an online questionnaire. Content analysis was used to analyse open-ended questionnaire responses.Result: One-hundred and ninety-seven (75.8%) participants reported communication changes, including language, cognitive, speech, voice, and fluency changes. Participants described a variety of personal and environmental factors that influence communication negatively, such as fatigue, stress, and heat. Communication changes were reported to impact on psychological wellbeing, interpersonal relationships, participation and identity in the workforce and career pathways, and tertiary studies. Around 40% of participants reported using a range of overt and covert strategies to manage communication changes. Only 11.2% (n = 22/197) of participants who reported communication changes accessed speech-language pathology (SLP) services.Conclusion: PwMS can experience a wide spectrum of communication changes. These communication changes can have a profound and far-reaching impact on psychological wellbeing and societal participation. Engagement with SLP services is limited compared to the reported prevalence of communication changes. There is a need to raise awareness of the role of SLP in service provision for PwMS to manage communication changes. This paper discusses and provides suggestions for SLP services for PwMS with communication changes. There is a timely need to develop evidence-based interventions to support PwMS manage communication changes and reduce their impact.
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Affiliation(s)
- Sarah El-Wahsh
- Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Claire Layfield
- Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia
| | - Hans Bogaardt
- Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Fiona Kumfor
- School of Psychology, The University of Sydney, Sydney, Australia, and
- Brain and Mind Centre, The University of Sydney, Sydney, Australia
| | - Kirrie J Ballard
- Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
- Brain and Mind Centre, The University of Sydney, Sydney, Australia
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Rohl A, Gutierrez S, Johari K, Greenlee J, Tjaden K, Roberts A. Speech dysfunction, cognition, and Parkinson's disease. PROGRESS IN BRAIN RESEARCH 2022; 269:153-173. [PMID: 35248193 PMCID: PMC11321444 DOI: 10.1016/bs.pbr.2022.01.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Communication difficulties are a ubiquitous symptom of Parkinson's disease and include changes to both motor speech and language systems. Communication challenges are a significant driver of lower quality of life. They are associated with decreased communication participation, social withdrawal, and increased risks for social isolation and stigmatization in persons with Parkinson's disease. Recent theoretical advances and experimental evidence underscore the intersection of cognition and motor processes in speech production and their impact on spoken language. This chapter overviews a growing evidence base demonstrating that cognitive impairments interact with motor changes in Parkinson's disease to negatively affect communication abilities in myriad ways, at all stages of the disease, both in the absence and presence of dementia. The chapter highlights common PD interventions (pharmacological, surgical, and non-pharmacological) and how cognitive influences on speech production outcomes are considered in each.
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Affiliation(s)
- Andrea Rohl
- Department of Neurosurgery, University of Iowa, Iowa City, IA, United States
| | - Stephanie Gutierrez
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, United States
| | - Karim Johari
- Department of Neurosurgery, University of Iowa, Iowa City, IA, United States
| | - Jeremy Greenlee
- Department of Neurosurgery, University of Iowa, Iowa City, IA, United States
| | - Kris Tjaden
- Department of Communicative Disorders and Sciences, University at Buffalo, Buffalo, NY, United States
| | - Angela Roberts
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, United States; Department of Computer Science, Western University, London, ON, Canada.
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Abstract
This study aims to explore the effects of healthy aging and Parkinson’s disease on speech motor performance. One area of speech production which requires fine speech motor control is prominence marking. Therefore, strategies of prominence marking of three speaker groups with four speakers each were investigated: younger speakers, older speakers, and speakers with Parkinson’s disease (PD). Acoustic and articulatory data were collected. Speech data were analyzed focusing on prominence-related adjustments of vowel production and tongue body movements in the temporal and spatial domain. Longer durations, varying initiation of the tongue movements and smaller vowel sizes in older speakers and in speakers with PD were found compared to younger speakers. The data indicate further that all speaker groups mark prominence by changing relevant parameters in the vowel articulation; however, strategies seem to differ between the groups: (i) in the temporal domain, articulatory movement durations increase with age and are further prolonged in speakers with PD; (ii) in the spatial domain, the articulation space is resized by the older speakers in a non-symmetrical way, while no systematic vocalic modulations were found for speakers with PD. To conclude, the speech system seems to be affected by age and disease, but speakers develop compensatory strategies to counteract influences in the spatial domain.
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Thijs Z, Zhang Y, Van Lierde K, Vanryckeghem M, Watts CR. Partner perception of affective, behavioral, and cognitive reactions to voice use in people with Parkinson’s disease. Clin Park Relat Disord 2022; 7:100152. [PMID: 35860426 PMCID: PMC9289734 DOI: 10.1016/j.prdoa.2022.100152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 06/17/2022] [Accepted: 07/04/2022] [Indexed: 11/25/2022] Open
Abstract
Behavior Assessment Battery – Voice in people with Parkinson’s disease and proxies. Proxies and people with Parkinson’s Disease rate psychosocial impact similarly. Proxies can be part of vocal assessment and treatment in Parkinson’s Disease.
Introduction People with Parkinson’s disease (PWPD) experience negative feelings, thoughts, and coping behaviors due to the experienced communication challenges. This study aimed to compare the perceptions of PWPD with those of proxies for the affective, behavioral, and cognitive reactions specific to voice production during communicative interactions. Methods The Behavior Assessment Battery – Voice (BAB-Voice) was administered to 31 PWPD and their close communication partner/proxy. The BAB-Voice contained four subtests: Speech Situation Checklist – Emotional Reaction (SSC-ER), Speech Situation Checklist – Speech Disruption (SSC-SD), Behavior Checklist (BCL), and Communication Attitude Test for Adults (BigCAT). The scores for each of these subtests were calculated and statistically analyzed. Results A repeated measures MANOVA did not find statistically significant differences between the subscores of PWPD and proxies (Pillai’s trace = 0.25, F[4] = 2.22, p =.094, ηp2 = 0.25). Fair to excellent agreement between the PWPD and proxies was found. The highest agreement was found on the BigCAT (ICC = 0.80). The SSC-SD (ICC = 0.77) and SSC-ER (ICC = 0.71) still showed excellent agreement, while only fair agreement was found for the BCL (ICC = 0.57). Conclusion Proxies were able to identify the affective, behavioral, and cognitive reactions to voice use in PWPD. Communication partners close to the PWPD could, therefore, provide valuable information regarding the assessment and treatment of hypophonia in PD.
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Pu T, Huang M, Kong X, Wang M, Chen X, Feng X, Wei C, Weng X, Xu F. Lee Silverman Voice Treatment to Improve Speech in Parkinson's Disease: A Systemic Review and Meta-Analysis. PARKINSON'S DISEASE 2021; 2021:3366870. [PMID: 35070257 PMCID: PMC8782619 DOI: 10.1155/2021/3366870] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 12/07/2021] [Accepted: 12/10/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Speech changes occur in the early stages of Parkinson's disease (PD) and cause communication difficulties, leading to social isolation. Lee Silverman voice treatment (LSVT) is a speech therapy approach designed to improve patients' language and voice capabilities. OBJECTIVE The effectiveness of the LSVT was compared with that of other speech interventions or no treatment to evaluate PD patients with dysarthria. DESIGN Systematic review with meta-analysis of randomized trials. Data Sources: PubMed, Embase, Cochrane Library, CNKI, and SinoMed library were searched from inception to December 2021 related to PD and LSVT. METHOD Abstracts were screened and reviewed against the eligibility criteria (intervention group participants were PD assessed based on LSVT (LSVT Loud) and randomized control). RESULT Ten randomized controlled trials were identified on speech symptoms in patients with PD. Compared with the respiratory therapy (RET) exercise, or no training group, a significant improvement was detected in the sound press level (SPL) after immediate treatment during the reading of vowel and rainbow passages and an increase in semitone standard deviation (STSD). Furthermore, the LSVT training significantly increased the participants' scores on unified Parkinson's disease rating scale (UPDRS-III) and speech intelligibility. CONCLUSION This meta-analysis demonstrated the efficacy of LSVT in increasing vocal loudness and functional communication among individuals with PD. However, most studies included participants with mild-moderate PD. Thus, additional randomized controlled trials (RCTs) with large sample sizes are needed to validate the efficacy of LSVT in patients with different progressions of PD, including severe PD.
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Affiliation(s)
- Tingting Pu
- School of Pharmacy, Dali University, Yunnan 671000, Dali, China
- Department of Public Health, Chengdu Medical College, Sichuan 610500, Chengdu, China
| | - Min Huang
- Department of Physiology, Chengdu Medical College, Sichuan 610500, Chengdu, China
| | - Xiangyu Kong
- Department of Public Health, Chengdu Medical College, Sichuan 610500, Chengdu, China
| | - Meng Wang
- Department of Public Health, Chengdu Medical College, Sichuan 610500, Chengdu, China
| | - Xiangling Chen
- Department of Public Health, Chengdu Medical College, Sichuan 610500, Chengdu, China
| | - Xixi Feng
- Department of Public Health, Chengdu Medical College, Sichuan 610500, Chengdu, China
| | - Changyou Wei
- Department of Public Health, Chengdu Medical College, Sichuan 610500, Chengdu, China
| | - Xiechuan Weng
- Beijing Institute of Basic Medical Sciences, Beijing 100850, China
| | - Fan Xu
- Department of Public Health, Chengdu Medical College, Sichuan 610500, Chengdu, China
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Gianelli C, Maiocchi C, Canessa N. Action Fluency in Parkinson's Disease: A Mini-Review and Viewpoint. Front Aging Neurosci 2021; 13:778429. [PMID: 34899280 PMCID: PMC8657128 DOI: 10.3389/fnagi.2021.778429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 10/26/2021] [Indexed: 11/13/2022] Open
Abstract
Increasing evidence shows that the typical motor symptoms of Parkinson's disease (PD) are often accompanied, if not preceded, by cognitive dysfunctions that are potentially linked to further complications of the disease. Notably, these cognitive dysfunctions appear to have a significant impact in the domain of action processing, as indicated by specific impairments for action-related stimuli in general, and verbs in particular. In this mini-review, we focus on the use of the action fluency test as a tool to investigate action processing, in PD patients. We discuss the current results within the embodied cognition framework and in relation to general action-related impairments in PD, while also providing an outlook on open issues and possible avenues for future research. We argue that jointly addressing action semantic processing and motor dysfunctions in PD patients could pave the way to interventions where the motor deficits are addressed to improve both motor and communicative skills since the early disease stages, with a likely significant impact on quality of life.
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Affiliation(s)
- Claudia Gianelli
- Cognitive Neuroscience Laboratory of Pavia Institute, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy.,IUSS Cognitive Neuroscience (ICON) Center, Scuola Universitaria Superiore IUSS, Pavia, Italy
| | - Carlotta Maiocchi
- IUSS Cognitive Neuroscience (ICON) Center, Scuola Universitaria Superiore IUSS, Pavia, Italy
| | - Nicola Canessa
- Cognitive Neuroscience Laboratory of Pavia Institute, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy.,IUSS Cognitive Neuroscience (ICON) Center, Scuola Universitaria Superiore IUSS, Pavia, Italy
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Saatci Yurtsever S, Öztop Çakmak Ö, Yapıcı Eser H, Ertan S, Demir-Lira ÖE, Göksun T. Production and comprehension of co-speech gestures in Parkinson's disease. Neuropsychologia 2021; 163:108061. [PMID: 34656611 DOI: 10.1016/j.neuropsychologia.2021.108061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Revised: 06/30/2021] [Accepted: 10/12/2021] [Indexed: 11/24/2022]
Abstract
This study examined how impairments in sensorimotor abilities of individuals with Parkinson's Disease (PD) can be related to the use and understanding of co-speech hand gestures involving literal and figurative actions. We tested individuals with PD (n = 18, 12 males, Mage = 56.5, SDage = 8.16, PD duration since onset: M = 5.36 years, SD = 3.51, Hoehn and Yahr Scale:MH&Y = 2.09, SDH&Y = 0.50) and age- and education-matched neurotypical controls (n = 18, 14 males, Mage = 56.61, SDage = 8.88) with two experimental tasks. In the gesture production task, participants retold the narratives presented to them in a written format. In the gesture comprehension task, participants were asked to match a gesture with a novel verb in literal and figurative sentence contexts. Results showed that patients with PD gestured significantly less than the neurotypical controls. No group differences were found for the type of gesture use. Individuals with PD performed worse than controls on matching gestures with novel verbs, particularly for figurative meanings. Individuals' severity in the disease negatively correlated with their performance for these figurative novel verb-gesture matches. The performances in the two tasks did not correlate. These findings suggest that problems in sensorimotor abilities resulting from PD can influence overall gesture production and gesture comprehension, providing further evidence on the relations between PD and the impaired use of multimodal language.
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Affiliation(s)
| | | | - Hale Yapıcı Eser
- Koç University School of Medicine, Department of Psychiatry, Turkey; Koç University Research Center for Translational Medicine (KUTTAM), Turkey
| | - Sibel Ertan
- Koç University School of Medicine, Department of Neurology, Turkey
| | - Ö Ece Demir-Lira
- University of Iowa, Turkey; DeLTA Center, Turkey; Iowa Neuroscience Institute, Turkey
| | - Tilbe Göksun
- Koç University, Department of Psychology, Turkey.
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Chacón Gámez YM, Brugger F, Biller-Andorno N. Parkinson's Disease and Deep Brain Stimulation Have an Impact on My Life: A Multimodal Study on the Experiences of Patients and Family Caregivers. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18189516. [PMID: 34574440 PMCID: PMC8467519 DOI: 10.3390/ijerph18189516] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 07/09/2021] [Accepted: 07/21/2021] [Indexed: 12/21/2022]
Abstract
Parkinson’s disease (PD) has a large impact on patients’ physical and mental health, which also greatly affects their family caregivers. Deep brain stimulation (DBS) has emerged as an effective treatment for PD, but different authors have expressed their concerns about the potential impact of DBS on personality and identity. Our study aims at better understanding how patients and family caregivers experience life with PD and DBS, the impact of both on their personal and social lives, and their perception of the changes that have occurred as a result of the disease and the treatment. Our study applies a multimodal approach by means of narrative semi-structured interviews and drawings. Seven principal themes have been identified: “everyone’s Parkinson’s is different”, “changing as a person during the disease”, “going through Parkinson’s together”, “DBS improved my life”, “I am treated with DBS but I have Parkinson’s still”, “DBS is not perfect”, and “being different after DBS”. PD is perceived as an unpredictable and heterogeneous disease that changes from person to person, as does the effect of DBS. While DBS side-effects may have an impact on patients’ personality, behavior, and self-perception, PD symptoms and drug side-effects also have a great impact on these aspects.
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Affiliation(s)
- Yolanda María Chacón Gámez
- Institute of Medical Bioethics and History of Medicine, University of Zurich, Wintherthurerstrasse 30, 8006 Zurich, Switzerland;
- Correspondence:
| | - Florian Brugger
- Kantonsspital St. Gallen, Klinik für Neurologie, Haus 04 Rorsacher Strasse 95, 9007 St. Gallen, Switzerland;
| | - Nikola Biller-Andorno
- Institute of Medical Bioethics and History of Medicine, University of Zurich, Wintherthurerstrasse 30, 8006 Zurich, Switzerland;
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Suárez‐González A, Cassani A, Gopalan R, Stott J, Savage S. When it is not primary progressive aphasia: A scoping review of spoken language impairment in other neurodegenerative dementias. ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2021; 7:e12205. [PMID: 34485677 PMCID: PMC8409087 DOI: 10.1002/trc2.12205] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Progressive difficulties with spoken language occur across the spectrum of degenerative dementia. When not a primary presenting and dominant symptom, language difficulties may be overlooked in favor of more prominent cognitive, behavior, or motor deficits. The aim of this scoping review is to examine the extent and nature of the research evidence describing (1) the spoken language impairments found in non-language led dementias, (2) their impact on everyday living, and (3) the reported language interventions. METHODS We searched PubMed, MEDLINE, OVID-EMBASE, PsycINFO, and SpeechBITE using terms related to spoken language for the following dementia types: Parkinson's disease dementia (PDD), dementia with Lewy bodies (DLB), progressive supranuclear palsy (PSP), cortico-basal syndrome (CBS), behavior variant frontotemporal dementia (bvFTD), early-onset Alzheimer's disease (EOAD), posterior cortical atrophy (PCA), and motor neuron disease associated with FTD (MND+FTD). Risk of bias was assessed with the QualSyst tool. RESULTS Seventy-three eligible studies were included. A wide range of spoken language impairments were reported, involving both linguistic (e.g., syntactic processing) and other cognitive (e.g., sustained attention) underlying mechanisms. Although the severity of these deficits was scarcely reported, in some cases they manifested as non-fluent, dynamic, and global aphasias. No papers in the review described either the impact of these language impairments on everyday living or language therapies to treat them. DISCUSSION There is a need to understand better the level of disability produced by language impairment in people living with non-language-led dementias. Our findings suggest three calls for action: (1) research studies should assess the clinical relevance of any spoken language deficits examined, (2) both linguistic and cognitive underlying mechanisms should be fully described (to inform the design of effective language and behavioral interventions), and (3) trials of language therapy should be conducted in those groups of individuals where significant language impairment is proved.
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Affiliation(s)
- Aida Suárez‐González
- Dementia Research CentreUCL Queen Square Institute of NeurologyUniversity College LondonLondonUK
| | - Alice Cassani
- Discipline of PsychologyWashington Singer LaboratoriesUniversity of ExeterExeterUK
| | - Ragaviveka Gopalan
- Discipline of PsychologyWashington Singer LaboratoriesUniversity of ExeterExeterUK
| | - Joshua Stott
- Research Department of ClinicalEducational and Health PsychologyUniversity College LondonLondonUK
| | - Sharon Savage
- School of PsychologyUniversity of NewcastleNewcastleNew South WalesAustralia
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García AM, Arias-Vergara T, C Vasquez-Correa J, Nöth E, Schuster M, Welch AE, Bocanegra Y, Baena A, Orozco-Arroyave JR. Cognitive Determinants of Dysarthria in Parkinson's Disease: An Automated Machine Learning Approach. Mov Disord 2021; 36:2862-2873. [PMID: 34390508 DOI: 10.1002/mds.28751] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 07/20/2021] [Accepted: 07/23/2021] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Dysarthric symptoms in Parkinson's disease (PD) vary greatly across cohorts. Abundant research suggests that such heterogeneity could reflect subject-level and task-related cognitive factors. However, the interplay of these variables during motor speech remains underexplored, let alone by administering validated materials to carefully matched samples with varying cognitive profiles and combining automated tools with machine learning methods. OBJECTIVE We aimed to identify which speech dimensions best identify patients with PD in cognitively heterogeneous, cognitively preserved, and cognitively impaired groups through tasks with low (reading) and high (retelling) processing demands. METHODS We used support vector machines to analyze prosodic, articulatory, and phonemic identifiability features. Patient groups were compared with healthy control subjects and against each other in both tasks, using each measure separately and in combination. RESULTS Relative to control subjects, patients in cognitively heterogeneous and cognitively preserved groups were best discriminated by combined dysarthric signs during reading (accuracy = 84% and 80.2%). Conversely, patients with cognitive impairment were maximally discriminated from control subjects when considering phonemic identifiability during retelling (accuracy = 86.9%). This same pattern maximally distinguished between cognitively spared and impaired patients (accuracy = 72.1%). Also, cognitive (executive) symptom severity was predicted by prosody in cognitively preserved patients and by phonemic identifiability in cognitively heterogeneous and impaired groups. No measure predicted overall motor dysfunction in any group. CONCLUSIONS Predominant dysarthric symptoms appear to be best captured through undemanding tasks in cognitively heterogeneous and preserved cohorts and through cognitively loaded tasks in patients with cognitive impairment. Further applications of this framework could enhance dysarthria assessments in PD. © 2021 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Adolfo M García
- Cognitive Neuroscience Center, Universidad de San Andrés, Buenos Aires, Argentina.,National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina.,Departamento de Lingüística y Literatura, Facultad de Humanidades, Universidad de Santiago de Chile, Santiago, Chile.,Global Brain Health Institute, University of California, San Francisco, California, USA
| | - Tomás Arias-Vergara
- GITA Lab, Faculty of Engineering, Universidad de Antioquia UdeA, Medellín, Colombia.,Pattern Recognition Lab, Friedrich-Alexander University, Erlangen, Nürnberg, Germany.,Department of Otorhinolaryngology, Head and Neck Surgery, Ludwig-Maximilians University, Munich, Germany
| | - Juan C Vasquez-Correa
- GITA Lab, Faculty of Engineering, Universidad de Antioquia UdeA, Medellín, Colombia.,Pattern Recognition Lab, Friedrich-Alexander University, Erlangen, Nürnberg, Germany
| | - Elmar Nöth
- Friedrich-Alexander University Erlangen-Nuremberg
| | - Maria Schuster
- Department of Otorhinolaryngology, Head and Neck Surgery, Ludwig-Maximilians University, Munich, Germany
| | - Ariane E Welch
- Memory and Aging Center, University of California, San Francisco, California, USA
| | - Yamile Bocanegra
- Grupo de Neurociencias de Antioquia, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
| | - Ana Baena
- Grupo de Neurociencias de Antioquia, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
| | - Juan R Orozco-Arroyave
- GITA Lab, Faculty of Engineering, Universidad de Antioquia UdeA, Medellín, Colombia.,Pattern Recognition Lab, Friedrich-Alexander University, Erlangen, Nürnberg, Germany
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64
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Auffret M, Meuric V, Boyer E, Bonnaure-Mallet M, Vérin M. Oral Health Disorders in Parkinson's Disease: More than Meets the Eye. JOURNAL OF PARKINSONS DISEASE 2021; 11:1507-1535. [PMID: 34250950 PMCID: PMC8609694 DOI: 10.3233/jpd-212605] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Despite clinical evidence of poor oral health and hygiene in Parkinson’s disease (PD) patients, the mouth is often overlooked by both patients and the medical community, who generally focus on motor or psychiatric disorders considered more burdensome. Yet, oral health is in a two-way relationship with overall health—a weakened status triggering a decline in the quality of life. Here, we aim at giving a comprehensive overview of oral health disorders in PD, while identifying their etiologies and consequences. The physical (abnormal posture, muscle tone, tremor, and dyskinesia), behavioral (cognitive and neuropsychiatric disorders), and iatrogenic patterns associated with PD have an overall detrimental effect on patients’ oral health, putting them at risk for other disorders (infections, aspiration, pain, malnutrition), reducing their quality of life and increasing their isolation (anxiety, depression, communication issues). Interdisciplinary cooperation for prevention, management and follow-up strategies need to be implemented at an early stage to maintain and improve patients’ overall comfort and condition. Recommendations for practice, including (non-)pharmacological management strategies are discussed, with an emphasis on the neurologists’ role. Of interest, the oral cavity may become a valuable tool for diagnosis and prognosis in the near future (biomarkers). This overlooked but critical issue requires further attention and interdisciplinary research.
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Affiliation(s)
- Manon Auffret
- Behavior & Basal Ganglia Research Unit (EA 4712), University of Rennes 1, Rennes, France.,Institut des Neurosciences Cliniques de Rennes (INCR), Rennes, France
| | - Vincent Meuric
- INSERM, INRAE, Université de Rennes 1, CHU de Rennes, Nutrition Metabolisms and Cancer, Rennes, France
| | - Emile Boyer
- INSERM, INRAE, Université de Rennes 1, CHU de Rennes, Nutrition Metabolisms and Cancer, Rennes, France
| | - Martine Bonnaure-Mallet
- INSERM, INRAE, Université de Rennes 1, CHU de Rennes, Nutrition Metabolisms and Cancer, Rennes, France
| | - Marc Vérin
- Behavior & Basal Ganglia Research Unit (EA 4712), University of Rennes 1, Rennes, France.,Institut des Neurosciences Cliniques de Rennes (INCR), Rennes, France.,Movement Disorders Unit, Neurology Department, Pontchaillou University Hospital, Rennes, France
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65
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Suárez-García DMA, Birba A, Zimerman M, Diazgranados JA, Lopes da Cunha P, Ibáñez A, Grisales-Cárdenas JS, Cardona JF, García AM. Rekindling Action Language: A Neuromodulatory Study on Parkinson's Disease Patients. Brain Sci 2021; 11:887. [PMID: 34356122 PMCID: PMC8301982 DOI: 10.3390/brainsci11070887] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Accepted: 06/25/2021] [Indexed: 12/21/2022] Open
Abstract
Impairments of action semantics (a cognitive domain that critically engages motor brain networks) are pervasive in early Parkinson's disease (PD). However, no study has examined whether action semantic skills in persons with this disease can be influenced by non-invasive neuromodulation. Here, we recruited 22 PD patients and performed a five-day randomized, blinded, sham-controlled study to assess whether anodal transcranial direct current stimulation (atDCS) over the primary motor cortex, combined with cognitive training, can boost action-concept processing. On day 1, participants completed a picture-word association (PWA) task involving action-verb and object-noun conditions. They were then randomly assigned to either an atDCS (n = 11, 2 mA for 20 m) or a sham tDCS (n = 11, 2 mA for 30 s) group and performed an online PWA practice over three days. On day 5, they repeated the initial protocol. Relative to sham tDCS, the atDCS group exhibited faster reaction times for action (as opposed to object) concepts in the post-stimulation test. This result was exclusive to the atDCS group and held irrespective of the subjects' cognitive, executive, and motor skills, further attesting to its specificity. Our findings suggest that action-concept deficits in PD are distinctively grounded in motor networks and might be countered by direct neuromodulation of such circuits. Moreover, they provide new evidence for neurosemantic models and inform a thriving agenda in the embodied cognition framework.
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Affiliation(s)
- Diana M. A. Suárez-García
- Facultad de Psicología, Universidad del Valle, Santiago de Cali 76001, Colombia; (D.M.A.S.-G.); (J.S.G.-C.)
| | - Agustina Birba
- Cognitive Neuroscience Center (CNC), Universidad de San Andrés, Buenos Aires B1644BID, Argentina; (A.B.); (M.Z.); (P.L.d.C.); (A.I.)
- National Scientific and Technical Research Council (CONICET), Buenos Aires C1033AAJ, Argentina
| | - Máximo Zimerman
- Cognitive Neuroscience Center (CNC), Universidad de San Andrés, Buenos Aires B1644BID, Argentina; (A.B.); (M.Z.); (P.L.d.C.); (A.I.)
| | - Jesús A. Diazgranados
- Centro Médico de Atención Neurológica “Neurólogos de Occidente”, Santiago de Cali 76001, Colombia;
| | - Pamela Lopes da Cunha
- Cognitive Neuroscience Center (CNC), Universidad de San Andrés, Buenos Aires B1644BID, Argentina; (A.B.); (M.Z.); (P.L.d.C.); (A.I.)
- Agencia Nacional de Promoción Científica y Tecnológica (ANPCyT), Buenos Aires C1425FQD, Argentina
| | - Agustín Ibáñez
- Cognitive Neuroscience Center (CNC), Universidad de San Andrés, Buenos Aires B1644BID, Argentina; (A.B.); (M.Z.); (P.L.d.C.); (A.I.)
- National Scientific and Technical Research Council (CONICET), Buenos Aires C1033AAJ, Argentina
- Global Brain Health Institute (GBHI), University of California San Francisco (UCSF), San Francisco, CA 94143, USA
- Trinity College Dublin (TCD), D02R590 Dublin 2, Ireland
- Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibáñez, Santiago 8320000, Chile
| | - Johan S. Grisales-Cárdenas
- Facultad de Psicología, Universidad del Valle, Santiago de Cali 76001, Colombia; (D.M.A.S.-G.); (J.S.G.-C.)
| | - Juan Felipe Cardona
- Facultad de Psicología, Universidad del Valle, Santiago de Cali 76001, Colombia; (D.M.A.S.-G.); (J.S.G.-C.)
| | - Adolfo M. García
- Cognitive Neuroscience Center (CNC), Universidad de San Andrés, Buenos Aires B1644BID, Argentina; (A.B.); (M.Z.); (P.L.d.C.); (A.I.)
- National Scientific and Technical Research Council (CONICET), Buenos Aires C1033AAJ, Argentina
- Global Brain Health Institute (GBHI), University of California San Francisco (UCSF), San Francisco, CA 94143, USA
- Trinity College Dublin (TCD), D02R590 Dublin 2, Ireland
- Faculty of Education, National University of Cuyo (UNCuyo), Mendoza M5502GKA, Argentina
- Departamento de Lingüística y Literatura, Facultad de Humanidades, Universidad de Santiago de Chile, Santiago 9170020, Chile
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66
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Feenaughty L, Guo LY, Weinstock-Guttman B, Ray M, Benedict RH, Tjaden K. Impact of Cognitive Impairment and Dysarthria on Spoken Language in Multiple Sclerosis. J Int Neuropsychol Soc 2021; 27:450-460. [PMID: 33190658 PMCID: PMC9843971 DOI: 10.1017/s1355617720001113] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
OBJECTIVE To investigate the impact of cognitive impairment on spoken language produced by speakers with multiple sclerosis (MS) with and without dysarthria. METHOD Sixty speakers comprised operationally defined groups. Speakers produced a spontaneous speech sample to obtain speech timing measures of speech rate, articulation rate, and silent pause frequency and duration. Twenty listeners judged the overall perceptual severity of the samples using a visual analog scale that ranged from no impairment to severe impairment (speech severity). A 2 × 2 factorial design examined main and interaction effects of dysarthria and cognitive impairment on speech timing measures and speech severity in individuals with MS. Each speaker group with MS was further compared to a healthy control group. Exploratory regression analyses examined relationships between cognitive and biopsychosocial variables and speech timing measures and perceptual judgments of speech severity, for speakers with MS. RESULTS Speech timing was significantly slower for speakers with dysarthria compared to speakers with MS without dysarthria. Silent pause durations also significantly differed for speakers with both dysarthria and cognitive impairment compared to MS speakers without either impairment. Significant interactions between dysarthria and cognitive factors revealed comorbid dysarthria and cognitive impairment contributed to slowed speech rates in MS, whereas dysarthria alone impacted perceptual judgments of speech severity. Speech severity was strongly related to pause duration. CONCLUSIONS The findings suggest the nature in which dysarthria and cognitive symptoms manifest in objective, acoustic measures of speech timing and perceptual judgments of severity is complex.
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Affiliation(s)
- Lynda Feenaughty
- Department of Communicative Disorders and Sciences, University at Buffalo, Buffalo, NY 14214, USA
| | - Ling-Yu Guo
- Department of Communicative Disorders and Sciences, University at Buffalo, Buffalo, NY 14214, USA
| | | | - Meredith Ray
- Division of Epidemiology, Biostatistics, and Environmental Health, University of Memphis, Memphis, TN 38152, USA
| | | | - Kris Tjaden
- Department of Communicative Disorders and Sciences, University at Buffalo, Buffalo, NY 14214, USA
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67
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The influence of contextual constraint on verbal selection mechanisms and its neural correlates in Parkinson's disease. Brain Imaging Behav 2021; 15:865-881. [PMID: 32754891 DOI: 10.1007/s11682-020-00296-5] [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: 10/23/2022]
Abstract
A small number of studies have described verbal selection deficits in Parkinson's disease (PD) when selection must occur among competing alternatives. However, these studies have largely focused on single-word processing, or have utilised sentence stems that carry high contextual constraint, thus reducing selection demands. The present study aimed to determine the influence of variable contextual constraint on the selection of a verbal response in PD. This was achieved using an adaption of the Hayling Sentence Completion Task whereby PD participants and matched controls were required to provide a single word to complete a cloze probability sentence stem that carried a low, medium, or high degree of contextual constraint. Results revealed no main effect of group in terms of response time or accuracy, though a group-by-condition interaction in accuracy was noted. This was characterised by a significant difference in accuracy between low and medium levels of constraint for control participants, but no significant difference for the PD group. Functional MRI data revealed marked between-group differences in underlying neural activity. The control group showed increased recruitment of the dorsal striatum and the vlPFC under conditions that placed greater demands upon selection (i.e. low and medium constraint), and greater activity overall in the left dlPFC and right vlPFC. However, in the PD group, behavioural performance appeared to be maintained despite underlying decreases in frontostriatal activity, suggesting other compensatory mechanisms that may include changes in functional connectivity or an over-medication effect in frontal networks in response to loss of signalling in cortico-subcortical pathways.
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68
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Taximaimaiti R, Wang XP. Comparing the Clinical and Neuropsychological Characteristics of Parkinson's Disease With and Without Freezing of Gait. Front Neurosci 2021; 15:660340. [PMID: 33986641 PMCID: PMC8110824 DOI: 10.3389/fnins.2021.660340] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 03/23/2021] [Indexed: 11/13/2022] Open
Abstract
Introduction Freezing of gait (FOG) is one of the most common walking problems in Parkinson’s disease (PD). Impaired cognitive function is believed to play an important role in developing and aggravating FOG in PD. But some evidence suggests that motor function discrepancy may affect testing results. Therefore, we think it is necessary for PD-FOG(+) and PD-FOG(−) patients to complete neuropsychological tests under similar motor conditions. Methods This study recruited 44 idiopathic PD patients [PD-FOG(+) n = 22, PD-FOG(−) n = 22] and 20 age-matched healthy controls (HC). PD-FOG(+) and PD-FOG(−) patients were matched for age, year of education, and Hoehn and Yahr score (H&Y). All participants underwent a comprehensive battery of neuropsychological assessment, and demographical and clinical information was also collected. Results PD patients showed poorer cognitive function, higher risks of depression and anxiety, and more neuropsychiatric symptoms compared with HC. When controlling for age, years of education, and H&Y, there were no statistical differences in cognitive function between PD-FOG(+) and PD-FOG(−) patients. But PD-FOG(+) patients had worse motor and non-motor symptoms than PD-FOG(−) patients. PD patients whose motor symptoms initiated with rigidity and initiated unilaterally were more likely to experience FOG. Conclusion Traditional neuropsychological testing may not be sensitive enough to detect cognitive impairment in PD. Motor symptoms initiated with rigidity and initiated unilaterally might be an important predictor of FOG.
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Affiliation(s)
- Reyisha Taximaimaiti
- Department of Neurology, Shanghai TongRen Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiao-Ping Wang
- Department of Neurology, Shanghai TongRen Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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69
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Gasca‐Salas C, Duff‐Canning S, Armstrong MJ, Eslinger PJ, Schneider RB, Kennedy N, Chou KL, Persad C, Litvan I, Weintraub S, Marras C. Parkinson disease with mild cognitive impairment: Domain-specific cognitive complaints predict dementia. Acta Neurol Scand 2020; 142:585-596. [PMID: 32740919 DOI: 10.1111/ane.13326] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 07/15/2020] [Accepted: 07/24/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND The presence of subjective cognitive complaints (SCC) as a predictor of cognitive impairment in Parkinson´s disease (PD) has shown conflicting results. Most previous studies only assessed complaints in the memory domain. We investigate the association of SCCs across cognitive domains with development of mild cognitive impairment (PD-MCI) and dementia (PDD) in PD and to assess agreement between SCCs and objective cognitive impairments in this population. METHODS This is a retrospective analysis of a prospective cohort study. Participants were enrolled at six North-American movement disorders centers. They underwent neuropsychological and non-cognitive clinical evaluations, including the modified Neurobehavioral Inventory to elicit SCC (rated by each patient and independently by their close contact (CC)). Associations between SCCs and development of future cognitive impairment were assessed. Agreement between SCCs and objective impairment within the same domain was also calculated. RESULTS Of 138 included PD patients, 42% fulfilled criteria for PD-MCI. None of the NBI items predicted development of cognitive impairment after one and two years in PD with normal cognition. In PD-MCI patients, SCCs related to attention predicted dementia at year one. CC ratings of SCCs related to memory and language problems predicted PDD in PD-MCI patients. According to CC reported patients' complaints, there was a significant agreement between SCCs and objective cognitive test scores on attention. CONCLUSIONS Eliciting SCCs including cognitive domains other than memory is crucial for a complete evaluation, including both patient and CC report. Memory, language, and especially attention SCCs in PD-MCI may predict progression to dementia.
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Affiliation(s)
- Carmen Gasca‐Salas
- Centre for Integrative Neuroscience AC HM Puerta del Sur CEU San Pablo University Madrid Spain
| | - Sarah Duff‐Canning
- The Morton Shulman Movement Disorders Centre and the Edmond J Safra Program in Parkinson’s Disease Toronto Western HospitalUniversity of Toronto Toronto ON Canada
| | - Melissa J. Armstrong
- Department of Neurology University of Florida College of Medicine Gainesville FL USA
| | - Paul J. Eslinger
- Department of Neurology Penn State Hershey Medical Center Hershey PA USA
| | | | - Nancy Kennedy
- Mesulam Center for Cognitive Neurology and Alzheimer’s Disease Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Kelvin L. Chou
- Department of Neurology University of Michigan Ann Arbor MI USA
| | - Carol Persad
- Neuropsychology Program Department of Psychiatry Michigan Medicine and the University Center for Language and Literacy Mary A. Rackham InstituteUniversity of Michigan Ann Arbor MI USA
| | - Irene Litvan
- UC San Diego Department of Neurosciences Parkinson and Other Movement Disorders Center San Diego CA USA
| | - Sandra Weintraub
- Department of Neurology University of Michigan Ann Arbor MI USA
- Department of Psychiatry and Behavioral Sciences Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Connie Marras
- The Morton Shulman Movement Disorders Centre and the Edmond J Safra Program in Parkinson’s Disease Toronto Western HospitalUniversity of Toronto Toronto ON Canada
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70
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The relationship between dorsal stream connections to the caudate and verbal fluency in Parkinson disease. Brain Imaging Behav 2020; 15:2121-2125. [PMID: 33044730 DOI: 10.1007/s11682-020-00407-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 09/23/2020] [Accepted: 09/24/2020] [Indexed: 01/05/2023]
Abstract
Performance in verbal fluency tasks are widely used as a marker of cognitive impairment in Parkinson disease. However, the anatomical substrate of its impairment remains undetermined. Based on the dual-stream language model, we hypothesized cortical input to the subcortical circuitry would be a crucial determinant of fluency. We performed a retrospective study using individual whole-brain structural connectomes derived from 135 individuals with PD and assessed the relationship between white matter integrity and verbal fluency tasks. Controlling for multiple factors, including dysarthria, we observed higher integrity of dorsal stream-caudate connectivity was associated with better letter fluency. This preliminary study indicates the possible dissociation between dorsal and ventral stream connectivity and letter fluency in PD. In addition, it suggests a non-motor role of the frontostriatal fibers in letter fluency.
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71
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Action fluency identifies different sex, age, global cognition, executive function and brain activation profile in non-demented patients with Parkinson's disease. J Neurol 2020; 268:1036-1049. [PMID: 32997294 DOI: 10.1007/s00415-020-10245-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 09/22/2020] [Accepted: 09/23/2020] [Indexed: 01/06/2023]
Abstract
Patients with Parkinson's disease (PD) have difficulties processing action words, which could be related to early cognitive decline. The action fluency test can be used to quickly and easily assess the processing of action words in PD. The goal of this study was to characterize how the action fluency test relates to personal characteristics, disease factors, cognition, and neural activity in PD. Forty-eight participants with PD (34 male, 14 female) and 35 control participants (16 male, 19 female) completed functional neuroimaging using a set-shifting task and a neuropsychological assessment including the action fluency test. PD participants with a score one standard deviation below the norm or lower on the action fluency test were identified. All PD participants with poor performance (PD-P, n = 15) were male. They were compared to male PD participants with scores within the normal range (PD-N, n = 19) and male healthy controls (HC, n = 16). PD-P were older, had lower global cognition scores, lower executive functions scores, and decreased activity in fronto-temporal regions compared with PD-N. There was no difference between the two PD groups in terms of the duration of the disease, dose of dopaminergic medication, and severity of motor symptoms. PD-N were younger than HC, but there was no other significant difference between these groups. The action fluency test identified a subgroup of PD patients with distinct sex, age, global cognition, executive functions, and brain activity characteristics. Implications for the evaluation of cognition are discussed.
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72
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Norel R, Agurto C, Heisig S, Rice JJ, Zhang H, Ostrand R, Wacnik PW, Ho BK, Ramos VL, Cecchi GA. Speech-based characterization of dopamine replacement therapy in people with Parkinson's disease. NPJ PARKINSONS DISEASE 2020; 6:12. [PMID: 32566741 PMCID: PMC7293295 DOI: 10.1038/s41531-020-0113-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Accepted: 05/19/2020] [Indexed: 11/10/2022]
Abstract
People with Parkinson's (PWP) disease are under constant tension with respect to their dopamine replacement therapy (DRT) regimen. Waiting too long between doses results in more prominent symptoms, loss of motor function, and greater risk of falling per step. Shortened pill cycles can lead to accelerated habituation and faster development of disabling dyskinesias. The Unified Parkinson's Disease Rating Scale (MDS-UPDRS) is the gold standard for monitoring Parkinson's disease progression but requires a neurologist to administer and therefore is not an ideal instrument to continuously evaluate short-term disease fluctuations. We investigated the feasibility of using speech to detect changes in medication states, based on expectations of subtle changes in voice and content related to dopaminergic levels. We calculated acoustic and prosodic features for three speech tasks (picture description, reverse counting, and diadochokinetic rate) for 25 PWP, each evaluated "ON" and "OFF" DRT. Additionally, we generated semantic features for the picture description task. Classification of ON/OFF medication states using features generated from picture description, reverse counting and diadochokinetic rate tasks resulted in cross-validated accuracy rates of 0.89, 0.84, and 0.60, respectively. The most discriminating task was picture description which provided evidence that participants are more likely to use action words in ON than in OFF state. We also found that speech tempo was modified by DRT. Our results suggest that automatic speech assessment can capture changes associated with the DRT cycle. Given the ease of acquiring speech data, this method shows promise to remotely monitor DRT effects.
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Affiliation(s)
- R Norel
- IBM T.J. Watson Research Center, Yorktown Heights, NY 10598 USA
| | - C Agurto
- IBM T.J. Watson Research Center, Yorktown Heights, NY 10598 USA
| | - S Heisig
- IBM T.J. Watson Research Center, Yorktown Heights, NY 10598 USA
| | - J J Rice
- IBM T.J. Watson Research Center, Yorktown Heights, NY 10598 USA
| | - H Zhang
- Pfizer Digital Medicine & Translational Imaging: Early Clinical Development, Cambridge, MA 02139 USA
| | - R Ostrand
- IBM T.J. Watson Research Center, Yorktown Heights, NY 10598 USA
| | - P W Wacnik
- Pfizer Digital Medicine & Translational Imaging: Early Clinical Development, Cambridge, MA 02139 USA
| | - B K Ho
- Department of Neurology, Tufts University School of Medicine and Tufts Medical Center, 800 Washington St, Boston, MA 02111 USA
| | - V L Ramos
- Pfizer Digital Medicine & Translational Imaging: Early Clinical Development, Cambridge, MA 02139 USA
| | - G A Cecchi
- IBM T.J. Watson Research Center, Yorktown Heights, NY 10598 USA
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Ladányi E, Persici V, Fiveash A, Tillmann B, Gordon RL. Is atypical rhythm a risk factor for developmental speech and language disorders? WILEY INTERDISCIPLINARY REVIEWS. COGNITIVE SCIENCE 2020; 11:e1528. [PMID: 32244259 PMCID: PMC7415602 DOI: 10.1002/wcs.1528] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Revised: 03/07/2020] [Accepted: 03/09/2020] [Indexed: 01/07/2023]
Abstract
Although a growing literature points to substantial variation in speech/language abilities related to individual differences in musical abilities, mainstream models of communication sciences and disorders have not yet incorporated these individual differences into childhood speech/language development. This article reviews three sources of evidence in a comprehensive body of research aligning with three main themes: (a) associations between musical rhythm and speech/language processing, (b) musical rhythm in children with developmental speech/language disorders and common comorbid attentional and motor disorders, and (c) individual differences in mechanisms underlying rhythm processing in infants and their relationship with later speech/language development. In light of converging evidence on associations between musical rhythm and speech/language processing, we propose the Atypical Rhythm Risk Hypothesis, which posits that individuals with atypical rhythm are at higher risk for developmental speech/language disorders. The hypothesis is framed within the larger epidemiological literature in which recent methodological advances allow for large-scale testing of shared underlying biology across clinically distinct disorders. A series of predictions for future work testing the Atypical Rhythm Risk Hypothesis are outlined. We suggest that if a significant body of evidence is found to support this hypothesis, we can envision new risk factor models that incorporate atypical rhythm to predict the risk of developing speech/language disorders. Given the high prevalence of speech/language disorders in the population and the negative long-term social and economic consequences of gaps in identifying children at-risk, these new lines of research could potentially positively impact access to early identification and treatment. This article is categorized under: Linguistics > Language in Mind and Brain Neuroscience > Development Linguistics > Language Acquisition.
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Affiliation(s)
- Enikő Ladányi
- Department of Otolaryngology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Valentina Persici
- Department of Otolaryngology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.,Department of Psychology, Università degli Studi di Milano - Bicocca, Milan, Italy.,Vanderbilt Brain Institute, Vanderbilt University, Nashville, Tennessee, USA
| | - Anna Fiveash
- Lyon Neuroscience Research Center, Auditory Cognition and Psychoacoustics Team, CRNL, INSERM, University of Lyon 1, U1028, CNRS, UMR5292, Lyon, France
| | - Barbara Tillmann
- Lyon Neuroscience Research Center, Auditory Cognition and Psychoacoustics Team, CRNL, INSERM, University of Lyon 1, U1028, CNRS, UMR5292, Lyon, France
| | - Reyna L Gordon
- Department of Otolaryngology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.,Vanderbilt Brain Institute, Vanderbilt University, Nashville, Tennessee, USA.,Vanderbilt Genetics Institute, Vanderbilt University, Nashville, Tennessee, USA.,Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Cordella C, Quimby M, Touroutoglou A, Brickhouse M, Dickerson BC, Green JR. Quantification of motor speech impairment and its anatomic basis in primary progressive aphasia. Neurology 2019; 92:e1992-e2004. [PMID: 30944238 PMCID: PMC6511075 DOI: 10.1212/wnl.0000000000007367] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Accepted: 01/03/2019] [Indexed: 12/12/2022] Open
Abstract
Objective To evaluate whether a quantitative speech measure is effective in identifying and monitoring motor speech impairment (MSI) in patients with primary progressive aphasia (PPA) and to investigate the neuroanatomical basis of MSI in PPA. Methods Sixty-four patients with PPA were evaluated at baseline, with a subset (n = 39) evaluated longitudinally. Articulation rate (AR), a quantitative measure derived from spontaneous speech, was measured at each time point. MRI was collected at baseline. Differences in baseline AR were assessed across PPA subtypes, separated by severity level. Linear mixed-effects models were conducted to assess groups differences across PPA subtypes in rate of decline in AR over a 1-year period. Cortical thickness measured from baseline MRIs was used to test hypotheses about the relationship between cortical atrophy and MSI. Results Baseline AR was reduced for patients with nonfluent variant PPA (nfvPPA) compared to other PPA subtypes and controls, even in mild stages of disease. Longitudinal results showed a greater rate of decline in AR for the nfvPPA group over 1 year compared to the logopenic and semantic variant subgroups. Reduced baseline AR was associated with cortical atrophy in left-hemisphere premotor and supplementary motor cortices. Conclusions The AR measure is an effective quantitative index of MSI that detects MSI in mild disease stages and tracks decline in MSI longitudinally. The AR measure also demonstrates anatomic localization to motor speech–specific cortical regions. Our findings suggest that this quantitative measure of MSI might have utility in diagnostic evaluation and monitoring of MSI in PPA.
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Affiliation(s)
- Claire Cordella
- From the Program in Speech and Hearing Bioscience and Technology (C.C., J.R.G.), Division of Medical Sciences, Harvard University, Cambridge; Frontotemporal Disorders Unit (C.C., M.Q., A.T., M.B., B.C.D.), Massachusetts General Hospital; Department of Communication Sciences and Disorders (C.C., J.R.G.), MGH Institute of Health Professions; and Department of Neurology (B.C.D.), Harvard Medical School, Boston, MA
| | - Megan Quimby
- From the Program in Speech and Hearing Bioscience and Technology (C.C., J.R.G.), Division of Medical Sciences, Harvard University, Cambridge; Frontotemporal Disorders Unit (C.C., M.Q., A.T., M.B., B.C.D.), Massachusetts General Hospital; Department of Communication Sciences and Disorders (C.C., J.R.G.), MGH Institute of Health Professions; and Department of Neurology (B.C.D.), Harvard Medical School, Boston, MA
| | - Alexandra Touroutoglou
- From the Program in Speech and Hearing Bioscience and Technology (C.C., J.R.G.), Division of Medical Sciences, Harvard University, Cambridge; Frontotemporal Disorders Unit (C.C., M.Q., A.T., M.B., B.C.D.), Massachusetts General Hospital; Department of Communication Sciences and Disorders (C.C., J.R.G.), MGH Institute of Health Professions; and Department of Neurology (B.C.D.), Harvard Medical School, Boston, MA
| | - Michael Brickhouse
- From the Program in Speech and Hearing Bioscience and Technology (C.C., J.R.G.), Division of Medical Sciences, Harvard University, Cambridge; Frontotemporal Disorders Unit (C.C., M.Q., A.T., M.B., B.C.D.), Massachusetts General Hospital; Department of Communication Sciences and Disorders (C.C., J.R.G.), MGH Institute of Health Professions; and Department of Neurology (B.C.D.), Harvard Medical School, Boston, MA
| | - Bradford C Dickerson
- From the Program in Speech and Hearing Bioscience and Technology (C.C., J.R.G.), Division of Medical Sciences, Harvard University, Cambridge; Frontotemporal Disorders Unit (C.C., M.Q., A.T., M.B., B.C.D.), Massachusetts General Hospital; Department of Communication Sciences and Disorders (C.C., J.R.G.), MGH Institute of Health Professions; and Department of Neurology (B.C.D.), Harvard Medical School, Boston, MA
| | - Jordan R Green
- From the Program in Speech and Hearing Bioscience and Technology (C.C., J.R.G.), Division of Medical Sciences, Harvard University, Cambridge; Frontotemporal Disorders Unit (C.C., M.Q., A.T., M.B., B.C.D.), Massachusetts General Hospital; Department of Communication Sciences and Disorders (C.C., J.R.G.), MGH Institute of Health Professions; and Department of Neurology (B.C.D.), Harvard Medical School, Boston, MA.
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