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Devraj R, Marras C, Tracey MR. Association of OFF period characteristics with patient communication behaviors in Parkinson's Disease. Curr Med Res Opin 2025:1-18. [PMID: 40257847 DOI: 10.1080/03007995.2025.2495171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2024] [Revised: 04/14/2025] [Accepted: 04/15/2025] [Indexed: 04/23/2025]
Abstract
OBJECTIVE Underreporting of OFF symptoms and poor patient-provider communication are known challenges in Parkinson's disease (PD). We aimed to determine: a) OFF period patient communication behavior components, b) whether OFF period characteristics (frequency, duration, severity) were associated with communication behaviors. METHODS A retrospective cohort study using the Fox Insight database was conducted. OFF periods were characterized by frequency (number of episodes/day), duration (duration/episode), and severity (impact on activities). The "Impact and Communication about OFF periods" questionnaire data were subjected to principal components analysis. Generalized linear model regressions with log link function were used to identify associations with OFF period characteristics. RESULTS Data from 526 respondents showed that 89% were non-Hispanic whites, mean age= 65 + 8.9 years, with PD duration= 6 + 4.8 years. Majority (67%) had frequency of 1-2 OFF periods/day, highest percent (31.4%) having 15-30 minutes OFF periods duration, and majority (63%) having none to some OFF periods severity. Two component communication behaviors were identified: 1) reluctance communicating (7 items, Cronbach's alpha (CA)=0.851) and difficulty communicating (4 items, CA = 0.857). Above-average OFF periods severity was associated with 12% higher reluctance score (beta = 0.117, 95% confidence interval (CI)=0.03-0.21, p = 0.024). Higher OFF periods frequency and above-average severity were associated with greater difficulty communicating (Frequency: beta = 0.125, 95% CI = 0.03-0.22, p = 0.024; Severity: (beta = 0.186, 95% CI = 0.08-0.29, p = 0.003)) about OFF periods. CONCLUSION Patient communication about OFF periods involves two main factors: their difficulty and reluctance to communicate. Greater frequency and severity of OFF periods were associated with greater difficulty and reluctance to communicate. Understanding these relationships can guide providers to take preemptive efforts to promote OFF periods communication, enhancing care quality.
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Affiliation(s)
- Radhika Devraj
- Department of Pharmaceutical Sciences, Southern Illinois University Edwardsville, Edwardsville, IL 62026, USA
| | - Connie Marras
- The Edmond J Safra Program in Parkinson's disease, University Health Network, University of Toronto, Toronto, ON, Canada (postal code M5T 2S8)
| | - Marlon R Tracey
- Department of Economics and Finance, Southern Illinois University Edwardsville, Edwardsville, IL 62026, USA
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Holmes JD, Rempel HA, Johnson AM, Alvarez L, Brinovec E, Crozier O, George C. Voices of care: navigating difficult conversations among caregivers and individuals with Parkinson's disease. Disabil Rehabil 2025:1-12. [PMID: 40188383 DOI: 10.1080/09638288.2025.2486456] [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: 09/01/2024] [Revised: 03/19/2025] [Accepted: 03/22/2025] [Indexed: 04/08/2025]
Abstract
PURPOSE This study explores the experiences of informal caregivers in navigating difficult conversations with individuals living with Parkinson's disease, and other key figures such as family members and health professionals. METHODS Utilizing a post-positive paradigm and inductive approach, we conducted semi-structured interviews with seven caregivers to gain in-depth insights into their experiences. RESULTS Findings reveal that Parkinson's disease introduces layers of complexity to navigating difficult conversations, which evolve over the disease's progression. Conversations were categorized across three dimensions: degree of interaction, response orientation, and emotional valence, resulting in a biaxial framework of difficult disclosures, frank conversations, relational conversations, and planful conversations. Key mediating factors shaping these conversations included relationship strength, individual skills, personality traits, faith, and preparation efforts. CONCLUSION Our findings offer valuable insights for clinicians, highlighting the importance of supporting caregivers in these difficult conversations. By understanding the dimensions and mediating factors involved, clinicians can provide tailored guidance and resources, fostering more effective communication strategies. This knowledge can enhance clinical practice by promoting a collaborative approach where both caregivers and individuals with Parkinson's disease feel supported and understood throughout their interactions.
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Affiliation(s)
- Jeffrey D Holmes
- School of Occupational Therapy, The University of Western Ontario, London, Canada
| | - H Abigail Rempel
- Health and Rehabilitation Sciences, The University of Western Ontario, London, Canada
| | - Andrew M Johnson
- School of Health Studies, The University of Western Ontario, London, Canada
| | - Liliana Alvarez
- School of Occupational Therapy, The University of Western Ontario, London, Canada
| | - Emily Brinovec
- Health and Rehabilitation Sciences, The University of Western Ontario, London, Canada
| | - Olivia Crozier
- Health and Rehabilitation Sciences, The University of Western Ontario, London, Canada
| | - Catherine George
- Health and Rehabilitation Sciences, The University of Western Ontario, London, Canada
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3
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Bakirtzis C, Dimitriou N, Moysiadis T, El-Wahsh S, Andravizou A, Nteli E, Boziki MK, Nasios G, Messinis L, Grigoriadis N. Communication deficits in multiple sclerosis: Interactions with cognitive dysfunction and their impact on employment status. Mult Scler 2025; 31:587-594. [PMID: 40110602 DOI: 10.1177/13524585251328556] [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] [Indexed: 03/22/2025]
Abstract
BACKGROUND People living with multiple sclerosis (PwMS) are at risk of experiencing communication difficulties that can limit their vocational outcomes. OBJECTIVE To investigate clinical and cognitive variables that may contribute to communication restrictions in PwMS, and to evaluate how these factors affect vocational status. METHODS In this cross-sectional study, 502 PwMS underwent clinical and cognitive assessment tasks and were administered self-reported measures assessing fatigue and mood. The communication and language assessment questionnaire for persons with multiple sclerosis (CLAMS) was also administered. RESULTS Performance in information processing speed (p < 0.001), the presence of dysarthria (p < 0.001) and levels of self-reported fatigue (p < 0.001) were independent predictors of communication difficulties. Higher levels of communication difficulties were associated with a higher risk of unemployment and allowance (area under the receiver operating characteristic curve 0.649, p < 0.001 and 0.749, p < 0.001, respectively). CONCLUSION Cognitive deficits, high levels of fatigue and the presence of dysarthria may independently contribute to communication difficulties in PwMS regardless of disease type or disability levels. These factors are associated with poorer vocational outcomes, highlighting the need for targeted interventions to support effective communication and improve employment prospects for this population.
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Affiliation(s)
- Christos Bakirtzis
- Multiple Sclerosis Center, Second Department of Neurology, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Nefeli Dimitriou
- Department of Speech and Language Therapy, University of Ioannina, Ioannina, Greece
| | - Theodoros Moysiadis
- Department of Computer Science, School of Sciences and Engineering, University of Nicosia, Nicosia, Cyprus
| | - Sarah El-Wahsh
- Discipline of Speech Pathology, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia
| | - Athina Andravizou
- Multiple Sclerosis Center, Second Department of Neurology, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Elli Nteli
- Multiple Sclerosis Center, Second Department of Neurology, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Marina-Kleopatra Boziki
- Multiple Sclerosis Center, Second Department of Neurology, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Grigorios Nasios
- Department of Speech and Language Therapy, University of Ioannina, Ioannina, Greece
| | - Lambros Messinis
- Laboratory of Neuropsychology and Behavioral Neuroscience, School of Psychology, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Nikolaos Grigoriadis
- Multiple Sclerosis Center, Second Department of Neurology, Aristotle University of Thessaloniki, Thessaloniki, Greece
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Cao F, Vogel AP, Gharahkhani P, Renteria ME. Speech and language biomarkers for Parkinson's disease prediction, early diagnosis and progression. NPJ Parkinsons Dis 2025; 11:57. [PMID: 40128529 PMCID: PMC11933288 DOI: 10.1038/s41531-025-00913-4] [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: 08/12/2024] [Accepted: 02/27/2025] [Indexed: 03/26/2025] Open
Abstract
Parkinson's disease (PD), a multifaceted neurodegenerative disorder, can manifest as an array of motor and non-motor symptoms. Among these, speech and language impairments are particularly prevalent, often preceding motor dysfunctions. Emerging research indicates that these impairments may serve as early disease indicators. In this narrative review, we synthesised current findings on the potential of speech and language symptoms in PD identification and progression monitoring. Our review highlights convergent, albeit preliminary, lines of evidence supporting the value of speech-related features in detecting early or prodromal PD, even across language groups, especially with sophisticated analytical techniques. Distinct speech patterns in PD subtypes and other neurological disorders may assist in differential diagnosis and inform targeted management efforts. These features also evolve over the disease course and could effectively be utilised for disease tracking and guide management plan modifications. Advances in digital voice processing allow cost-effective, remote and scalable monitoring for larger populations.
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Affiliation(s)
- Fangyuan Cao
- Brain & Mental Health Program, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- School of Biomedical Sciences, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Adam P Vogel
- Centre for Neuroscience of Speech, The University of Melbourne, Victoria, Australia
- Redenlab, Melbourne, Australia
| | - Puya Gharahkhani
- School of Biomedical Sciences, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
- Population Health Program, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Miguel E Renteria
- Brain & Mental Health Program, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.
- School of Biomedical Sciences, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia.
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5
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Finlay S, Anderson T, Henderson E, Wilson CB, Stark P, Carter G, Rodger M, Doumas M, O’Shea E, Creighton L, Craig S, Crooks S, Gillis A, Mitchell G. A Scoping Review of Educational and Training Interventions on Parkinson's Disease for Staff in Care Home Settings. NURSING REPORTS 2025; 15:20. [PMID: 39852642 PMCID: PMC11768021 DOI: 10.3390/nursrep15010020] [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: 10/21/2024] [Revised: 01/09/2025] [Accepted: 01/10/2025] [Indexed: 01/26/2025] Open
Abstract
BACKGROUND/OBJECTIVES Parkinson's disease (PD) is a complex neurodegenerative disorder that presents significant challenges for care home residents and staff. This scoping review aimed to synthesize evidence on PD education and training available to care home staff, examine existing programs and their effectiveness, and identify gaps in current educational approaches. METHODS A scoping review (ScR) was conducted and guided by the Preferred Reporting Items for Systematic Reviews and Meta-analysis extension for ScR (PRISMA-ScR) checklist. A comprehensive search of six electronic databases was conducted in September 2024. Studies focusing on PD education and training for care home staff were included. Data extraction and quality appraisal were performed, followed by thematic analysis to identify key patterns and themes. RESULTS Seven studies met the inclusion criteria. The thematic analysis revealed four main themes: improvements in PD knowledge and confidence, improvements in care practices and outcomes, the need for increased specialist education, and the incorporation of communication training. Educational interventions led to significant improvements in staff knowledge, confidence, and care practices. However, these studies also highlighted a critical need for more specialized PD training among care home staff. CONCLUSIONS This review provides evidence of promise regarding the potential impact of PD-specific education on care home staff knowledge and practices. Future research should focus on developing and evaluating comprehensive, tailored educational programs to enhance the quality of care for people with PD in care home settings.
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Affiliation(s)
- Stacey Finlay
- School of Nursing and Midwifery, Queen’s University Belfast, Belfast BT79 7BL, UK; (S.F.); (T.A.); (E.H.); (C.B.W.); (P.S.); (G.C.); (L.C.); (S.C.); (S.C.); (A.G.)
| | - Tara Anderson
- School of Nursing and Midwifery, Queen’s University Belfast, Belfast BT79 7BL, UK; (S.F.); (T.A.); (E.H.); (C.B.W.); (P.S.); (G.C.); (L.C.); (S.C.); (S.C.); (A.G.)
| | - Elizabeth Henderson
- School of Nursing and Midwifery, Queen’s University Belfast, Belfast BT79 7BL, UK; (S.F.); (T.A.); (E.H.); (C.B.W.); (P.S.); (G.C.); (L.C.); (S.C.); (S.C.); (A.G.)
| | - Christine Brown Wilson
- School of Nursing and Midwifery, Queen’s University Belfast, Belfast BT79 7BL, UK; (S.F.); (T.A.); (E.H.); (C.B.W.); (P.S.); (G.C.); (L.C.); (S.C.); (S.C.); (A.G.)
| | - Patrick Stark
- School of Nursing and Midwifery, Queen’s University Belfast, Belfast BT79 7BL, UK; (S.F.); (T.A.); (E.H.); (C.B.W.); (P.S.); (G.C.); (L.C.); (S.C.); (S.C.); (A.G.)
| | - Gillian Carter
- School of Nursing and Midwifery, Queen’s University Belfast, Belfast BT79 7BL, UK; (S.F.); (T.A.); (E.H.); (C.B.W.); (P.S.); (G.C.); (L.C.); (S.C.); (S.C.); (A.G.)
| | - Matthew Rodger
- School of Psychology, Queen’s University Belfast, Belfast BT79 7BL, UK; (M.R.); (M.D.)
| | - Mihalis Doumas
- School of Psychology, Queen’s University Belfast, Belfast BT79 7BL, UK; (M.R.); (M.D.)
| | - Emma O’Shea
- Centre for Gerontology and Rehabilitation, School of Medicine, University College Cork, T12 YN60 Cork, Ireland;
| | - Laura Creighton
- School of Nursing and Midwifery, Queen’s University Belfast, Belfast BT79 7BL, UK; (S.F.); (T.A.); (E.H.); (C.B.W.); (P.S.); (G.C.); (L.C.); (S.C.); (S.C.); (A.G.)
| | - Stephanie Craig
- School of Nursing and Midwifery, Queen’s University Belfast, Belfast BT79 7BL, UK; (S.F.); (T.A.); (E.H.); (C.B.W.); (P.S.); (G.C.); (L.C.); (S.C.); (S.C.); (A.G.)
| | - Sophie Crooks
- School of Nursing and Midwifery, Queen’s University Belfast, Belfast BT79 7BL, UK; (S.F.); (T.A.); (E.H.); (C.B.W.); (P.S.); (G.C.); (L.C.); (S.C.); (S.C.); (A.G.)
| | - Arnelle Gillis
- School of Nursing and Midwifery, Queen’s University Belfast, Belfast BT79 7BL, UK; (S.F.); (T.A.); (E.H.); (C.B.W.); (P.S.); (G.C.); (L.C.); (S.C.); (S.C.); (A.G.)
| | - Gary Mitchell
- School of Nursing and Midwifery, Queen’s University Belfast, Belfast BT79 7BL, UK; (S.F.); (T.A.); (E.H.); (C.B.W.); (P.S.); (G.C.); (L.C.); (S.C.); (S.C.); (A.G.)
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Tougui I, Zakroum M, Karrakchou O, Ghogho M. Transformer-based transfer learning on self-reported voice recordings for Parkinson's disease diagnosis. Sci Rep 2024; 14:30131. [PMID: 39627487 PMCID: PMC11614913 DOI: 10.1038/s41598-024-81824-x] [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: 08/14/2024] [Accepted: 11/29/2024] [Indexed: 12/06/2024] Open
Abstract
Deep learning (DL) techniques are becoming more popular for diagnosing Parkinson's disease (PD) because they offer non-invasive and easily accessible tools. By using advanced data analysis, these methods improve early detection and diagnosis, which is crucial for managing the disease effectively. This study explores end-to-end DL architectures, such as convolutional neural networks and transformers, for diagnosing PD using self-reported voice data collected via smartphones in everyday settings. Transfer learning was applied by starting with models pre-trained on large datasets from the image and the audio domains and then fine-tuning them on the mPower voice data. The Transformer model pre-trained on the voice data performed the best, achieving an average AUC of [Formula: see text] and an average AUPRC of [Formula: see text], outperforming models trained from scratch. To the best of our knowledge, this is the first use of a Transformer model for audio data in PD diagnosis, using this dataset. We achieved better results than previous studies, whether they focused solely on the voice or incorporated multiple modalities, by relying only on the voice as a biomarker. These results show that using self-reported voice data with state-of-the-art DL architectures can significantly improve PD prediction and diagnosis, potentially leading to better patient outcomes.
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Affiliation(s)
- Ilias Tougui
- College of Engineering and Architecture - TICLab, International University of Rabat, Rabat, Morocco.
| | - Mehdi Zakroum
- College of Engineering and Architecture - TICLab, International University of Rabat, Rabat, Morocco
| | - Ouassim Karrakchou
- College of Engineering and Architecture - TICLab, International University of Rabat, Rabat, Morocco
| | - Mounir Ghogho
- College of Engineering and Architecture - TICLab, International University of Rabat, Rabat, Morocco
- Faculty of Engineering, University of Leeds, Leeds, UK
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Ayele R, Macchi ZA, Jordan S, Jones J, Kluger B, Maley P, Hall K, Sumrall M, Lum HD. Holding back in communications with clinicians: Patient and care partner perspectives in Parkinson's disease. PEC INNOVATION 2024; 4:100255. [PMID: 38304553 PMCID: PMC10832496 DOI: 10.1016/j.pecinn.2024.100255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 01/02/2024] [Accepted: 01/17/2024] [Indexed: 02/03/2024]
Abstract
Objectives To describe how patients with Parkinson's disease (PD) and care partners choose to share or withhold information from clinicians. Methods This is a qualitative, descriptive study nested within a multisite, randomized clinical trial of outpatient palliative care compared to standard neurologic care for PD. Interviews with patients (n = 30) and care partners (n = 30) explored experiences communicating with neurology clinicians. Thematic analyses identified themes relevant to patient-care partner-clinician communication. Results There were four themes relevant to sharing and/or withholding information from clinicians: (1) Suppressing Concerns During Visits, (2) Care Partner Awareness of Patients' Communication Barriers due to Cognitive Impairment, (3) Limited Sharing of Sensitive or Intimate Issues by Patients and Care Partners, and (4) Patient and Care Partner Suggestions to Overcome 'Holding Back'. Conclusion Limitations to communication between patients, care partners, and clinicians should be acknowledged and recognized in routine Parkinson's disease care to foster accurate disclosure of unmet palliative care and other needs. Triadic communication strategies may help patients and care partners talk about unmet palliative care needs. Innovation By recognizing that cognitive impairment and sensitive topics can be barriers, clinicians can adjust or adopt targeted communication strategies for identifying and discussing care needs.
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Affiliation(s)
- Roman Ayele
- Division of Geriatric Medicine, Department of Medicine, University of Colorado Anschutz Medical Campus, 12631 E. 17th Ave, Aurora, CO 80045, United States of America
- College of Nursing, University of Colorado Anschutz Medical Campus, 12631 E. 17th Ave, Aurora, CO 80045, United States of America
- Denver-Seattle Center of Innovation, Rocky Mountain Regional Veterans Affairs Medical Center, 1800 N. Wheeling Street, Aurora, CO 80045, United States of America
| | - Zachary A. Macchi
- Department of Neurology, University of Colorado Anschutz Medical Campus, 12631 E. 17th Ave, Aurora, CO, 80045, United States of America
| | - Sarah Jordan
- Division of Geriatric Medicine, Department of Medicine, University of Colorado Anschutz Medical Campus, 12631 E. 17th Ave, Aurora, CO 80045, United States of America
| | - Jacqueline Jones
- College of Nursing, University of Colorado Anschutz Medical Campus, 12631 E. 17th Ave, Aurora, CO 80045, United States of America
| | - Benzi Kluger
- Departments of Neurology and Medicine, University of Rochester Medical Center, 601 Elmwood Ave, Rochester, NY 14642, United States of America
| | - Patrick Maley
- Patient and Caregiver Advisory Council, University of Colorado Anschutz Medical Campus, 12631 E 17th Ave, Aurora, CO 80045, United States of America
| | - Kirk Hall
- Patient and Caregiver Advisory Council, University of Colorado Anschutz Medical Campus, 12631 E 17th Ave, Aurora, CO 80045, United States of America
| | - Malenna Sumrall
- Patient and Caregiver Advisory Council, University of Colorado Anschutz Medical Campus, 12631 E 17th Ave, Aurora, CO 80045, United States of America
| | - Hillary D. Lum
- Division of Geriatric Medicine, Department of Medicine, University of Colorado Anschutz Medical Campus, 12631 E. 17th Ave, Aurora, CO 80045, United States of America
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DeSilva GS, Upadhyay P, Manxhari M, Gopal D, Smith KM. Variability in Vowel Space in Parkinson's Disease: Associations With Cognitive and Motor Impairment. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2024; 67:3566-3578. [PMID: 39259881 PMCID: PMC11482582 DOI: 10.1044/2024_jslhr-24-00008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 05/06/2024] [Accepted: 07/01/2024] [Indexed: 09/13/2024]
Abstract
PURPOSE People with Parkinson's disease (PwP) typically experience impairments in vowel articulation; however, less is known about how this measure varies with speech task type and clinical characteristics such as cognitive impairment. We characterized vowel space in PwP with and without mild cognitive impairment (MCI) comparing performance across phonation, reading, and picture description tasks. We evaluated associations between vowel space and cognitive impairment, as well as motor symptom severity to elucidate the factors contributing to variability in this acoustic measure. METHOD PwP (n = 48) and age-matched controls (n = 15) performed sustained phonation of corner vowels, a reading passage, and a picture description task (Cookie Theft picture). PwP participants were classified as with normal cognition (PD-NC) or MCI (PD-MCI), and motor symptoms were assessed using the Movement Disorders Society Unified Parkingson's Disease Rating Scale Part III (MDS-UPDRS Part III). Vowel articulation index (VAI) for each task and mean difference in VAI between tasks was compared between the groups using linear mixed models adjusted for age, sex, and education. The impact of motor severity was assessed by additionally adjusting the model for MDS-UPDRS Part III score. RESULTS In the adjusted mixed model, mean VAI was significantly lower in the PD-MCI group compared to the PD-NC group for all tasks. Within participants, adjusted mean differences demonstrated that all groups declined in VAI when sustained phonation was compared to either reading or picture description tasks. Adjustment for MDS-UPDRS Part III did not alter the results, suggesting no major association of motor impairment with vowel space variability within or between individuals or groups. CONCLUSIONS Variability in vowel space is impacted by cognitive impairment and speech task in PwP. These findings are relevant to the further development of speech markers in PwP and other neurogenerative diseases that impact both cognitive and motor functions.
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Affiliation(s)
| | | | - Michelle Manxhari
- Department of Neurology, University of Massachusetts Chan Medical School, Worcester
| | - Daksha Gopal
- Department of Neurology, University of Massachusetts Chan Medical School, Worcester
| | - Kara M. Smith
- Department of Neurology, University of Massachusetts Chan Medical School, Worcester
- NeuroNexus Institute, University of Massachusetts Chan Medical School, Worcester
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9
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Gooch E, Melzer TR, Horne KL, Grenfell S, Livingston L, Pitcher T, Dalrymple-Alford JC, Anderson TJ, McAuliffe MJ, Theys C. Higher Frequency of Stuttered Disfluencies Negatively Affects Communicative Participation in Parkinson's Disease. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2024; 67:3631-3642. [PMID: 39265100 DOI: 10.1044/2024_jslhr-24-00018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/14/2024]
Abstract
PURPOSE Up to 90% of people with Parkinson's disease (PD) develop communication difficulties over the course of the disease. While the negative effect of dysarthria on communicative participation has been well-documented, the impact of the occurrence of acquired stuttered disfluencies on communication in different speech situations is unknown. This study aimed to determine if the frequency of occurrence of stuttered disfluencies affects communicative participation in individuals with PD, and whether such a relationship is mediated by examiner- and self-rated measures of disease severity. METHOD Conversational speech samples were collected from 100 people with PD aged 53-91 years to calculate the frequency of occurrence of stuttered disfluencies. Participants completed the Communicative Participation Item Bank to assess participation in communicative situations. Information on overall speech, cognitive, and motor performance was collected using both self-rated and examiner-rated methods. RESULTS Participants with PD presented with 0.2%-9.9% stuttered disfluencies during conversation. Overall, participants with PD reported their communicative participation to be impacted "a little" (19.5 ± 7.0), but there was considerable interindividual variation. A higher frequency of stuttered disfluencies was associated with significantly lower communicative participation (ρ = -0.32, p < .01). In addition, examiner-rated frequency of stuttered disfluencies (p < .01), speech (p < .01), and motor severity (p = .04) were all significant predictors of communicative participation. Using self-ratings, speech (p < .01) and cognitive (p < .01) measures significantly predicted communicative participation. CONCLUSIONS In people with PD, communicative participation was significantly worse for those with a higher frequency of stuttered disfluencies. Examiner- and self-rated measures of disease severity contributed different information related to communicative constraints. Together, these results highlight the importance of individualized and holistic speech therapy that considers a wide variety of symptoms, including stuttered disfluencies, to ensure positive functional outcomes. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.26850169.
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Affiliation(s)
- Eloïse Gooch
- Te Kura Mahi ā-Hirikapo | School of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
- New Zealand Brain Research Institute, Christchurch, New Zealand
| | - Tracy R Melzer
- Te Kura Mahi ā-Hirikapo | School of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
- New Zealand Brain Research Institute, Christchurch, New Zealand
- Department of Medicine, University of Otago, Christchurch, New Zealand
| | - Kyla-Louise Horne
- New Zealand Brain Research Institute, Christchurch, New Zealand
- Department of Medicine, University of Otago, Christchurch, New Zealand
| | - Sophie Grenfell
- New Zealand Brain Research Institute, Christchurch, New Zealand
| | | | - Toni Pitcher
- New Zealand Brain Research Institute, Christchurch, New Zealand
- Department of Medicine, University of Otago, Christchurch, New Zealand
| | - John C Dalrymple-Alford
- Te Kura Mahi ā-Hirikapo | School of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
- New Zealand Brain Research Institute, Christchurch, New Zealand
- Department of Medicine, University of Otago, Christchurch, New Zealand
| | - Tim J Anderson
- New Zealand Brain Research Institute, Christchurch, New Zealand
- Department of Medicine, University of Otago, Christchurch, New Zealand
- Neurology Department, Christchurch Hospital, Te Whatu Ora Health New Zealand
| | - Megan J McAuliffe
- Te Kura Mahi ā-Hirikapo | School of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
- Te Kāhu Roro Reo | New Zealand Institute of Language, Brain and Behaviour, University of Canterbury, Christchurch, New Zealand
| | - Catherine Theys
- Te Kura Mahi ā-Hirikapo | School of Psychology, Speech, and Hearing, University of Canterbury, Christchurch, New Zealand
- New Zealand Brain Research Institute, Christchurch, New Zealand
- Te Kāhu Roro Reo | New Zealand Institute of Language, Brain and Behaviour, University of Canterbury, Christchurch, New Zealand
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10
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Ong YQ, Lee J, Chu SY, Chai SC, Gan KB, Ibrahim NM, Barlow SM. Oral-diadochokinesis between Parkinson's disease and neurotypical elderly among Malaysian-Malay speakers. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2024; 59:1701-1714. [PMID: 38451114 DOI: 10.1111/1460-6984.13025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 02/09/2024] [Indexed: 03/08/2024]
Abstract
BACKGROUND Parkinson's disease (PD) has an impact on speech production, manifesting in various ways including alterations in voice quality, challenges in articulating sounds and a decrease in speech rate. Numerous investigations have been conducted to ascertain the oral-diadochokinesis (O-DDK) rate in individuals with PD. However, the existing literature lacks exploration of such O-DDK rates in Malaysia and does not provide consistent evidence regarding the advantage of real-word repetition. AIMS To explore the effect of gender, stimuli type and PD status and their interactions on the O-DDK rates among Malaysian-Malay speakers. METHODS & PROCEDURES O-DDK performance of 62 participants (29 individuals with PD and 33 healthy elderly) using a non-word ('pataka'), a Malay real-word ('patahkan') and an English real-word ('buttercake') was audio recorded. The number of syllables produced in 8 s was counted. A hierarchical linear modelling was performed to investigate the effects of stimuli type (non-word, Malay real-word, English real-word), PD status (yes, no), gender (male, female) and their interactions on the O-DDK rate. The model accounted for participants' age as well as the nesting of repeated measurements within participants, thereby providing unbiased estimates of the effects. OUTCOMES & RESULTS The stimuli effect was significant (p < 0.0001). Malay real-word showed the lowest O-DDK rate (5.03 ± 0.11 syllables/s), followed by English real-word (5.25 ± 0.11 syllables/s) and non-word (5.42 ± 0.11 syllables/s). Individuals with PD showed a significantly lower O-DDK rate compared to healthy elderly (4.73 ± 0.15 syllables/s vs. 5.74 ± 0.14 syllables/s, adjusted p < 0.001). A subsequent analysis indicated that the O-DDK rate declined in a quadratic pattern. However, neither gender nor age effects were observed. Additionally, no significant two-way interactions were found between stimuli type, PD status and gender (all p > 0.05). Therefore, the choice of stimuli type has no or only limited effect considering the use of O-DDK tests in clinical practice for diagnostic purposes. CONCLUSIONS & IMPLICATIONS The observed slowness in O-DDK among individuals with PD can be attributed to the impact of the movement disorder, specifically bradykinesia, on the physiological aspects of speech production. Speech-language pathologists can gain insights into the impact of PD on speech production and tailor appropriate intervention strategies to address the specific needs of individuals with PD according to disease stages. WHAT THIS PAPER ADDS What is already known on this subject The observed slowness in O-DDK rates among individuals with PD may stem from the movement disorder's effects on the physiological aspects of speech production, particularly bradykinesia. However, there is a lack of consistent evidence regarding the influence of real-word repetition and how O-DDK rates vary across different PD stages. What this study adds to existing knowledge The O-DDK rates decline in a quadratic pattern as the PD progresses. The research provides insights into the advantage of real-word repetition in assessing O-DDK rates, with Malay real-word showing the lowest O-DDK rate, followed by English real-word and non-word. What are the potential or actual clinical implications of this work? Speech-language pathologists can better understand the evolving nature of speech motor impairments as PD progresses. This insight enables them to design targeted intervention strategies that are sensitive to the specific needs and challenges associated with each PD stage. This finding can guide clinicians in selecting appropriate assessment tools for evaluating speech motor function in PD patients.
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Affiliation(s)
- Ying Qian Ong
- Centre for Healthy Ageing and Wellness (H-CARE), Faculty of Health Sciences, Speech Sciences Programme, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Jaehoon Lee
- Department of Educational Psychology, Leadership, and Counseling, Texas Tech University, Lubbock, Texas, USA
| | - Shin Ying Chu
- Centre for Healthy Ageing and Wellness (H-CARE), Faculty of Health Sciences, Speech Sciences Programme, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Siaw Chui Chai
- Centre for Rehabilitation & Special Needs Studies, Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Kok Beng Gan
- Department of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi, Malaysia
| | - Norlinah Mohamed Ibrahim
- Department of Medicine, Hospital Canselor Tuanku Muhriz, Faculty of Medicine, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Steven M Barlow
- Special Education & Communication Disorders, Biomedical Engineering, Center for Brain, Biology, Behavior, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
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Gallée J, Cartwright J, Grasso S, Jokel R, Lavoie M, McGowan E, Pozzebon M, Beber BC, Duboisdindien G, Montagut N, Norvik M, Sugimoto T, Townsend R, Unger N, Winsnes IE, Volkmer A. Global perspectives on the management of primary progressive aphasia. Sci Rep 2024; 14:19712. [PMID: 39181907 PMCID: PMC11344800 DOI: 10.1038/s41598-024-70156-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 08/13/2024] [Indexed: 08/27/2024] Open
Abstract
Speech-language therapists/pathologists (SLT/Ps) are key professionals in the management and treatment of primary progressive aphasia (PPA), however, there are gaps in education and training within the discipline, with implications for skills, confidence, and clinical decision-making. This survey aimed to explore the areas of need amongst SLT/Ps working with people living with PPA (PwPPA) internationally to upskill the current and future workforce working with progressive communication disorders. One hundred eighty-six SLT/Ps from 27 countries who work with PwPPA participated in an anonymous online survey about their educational and clinical experiences, clinical decision-making, and self-reported areas of need when working with this population. Best practice principles for SLT/Ps working with PwPPA were used to frame the latter two sections of this survey. Only 40.7% of respondents indicated that their university education prepared them for their current work with PwPPA. Competency areas of "knowing people deeply," "practical issues," "connectedness," and "preventing disasters" were identified as the basic areas of priority and need. Respondents identified instructional online courses (92.5%), sample tools and activities for interventions (64.8%), and concrete training on providing care for advanced stages and end of life (58.3%) as central areas of need in their current work. This is the first international survey to comprehensively explore the perspectives of SLT/Ps working with PwPPA. Based on survey outcomes, there is a pressing need to enhance current educational and ongoing training opportunities to better promote the well-being of PwPPA and their families, and to ensure appropriate preparation of the current and future SLT/P workforce.
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Affiliation(s)
- Jeanne Gallée
- Center for Psychometric Analyses of Aging and Neurodegeneration, Department of Medicine, University of Washington, Seattle, WA, USA.
- Department of Communication Sciences and Disorders, MGH Institute of Health Professions, Boston, MA, USA.
- School of Health Sciences, University of Tasmania, Launceston, Australia.
| | - Jade Cartwright
- School of Health Sciences, University of Tasmania, Launceston, Australia
| | - Stephanie Grasso
- Department of Speech, Language, and Hearing Sciences, The University of Texas at Austin, Austin, TX, USA
| | - Regina Jokel
- Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- Rotman Research Institute, Toronto, Canada
| | - Monica Lavoie
- The Chaire de recherche sur les aphasies primaires progressives - Fondation de la famille Lemaire, Université Laval, Quebec, Qc, Canada
- Clinique Interdisciplinaire de Mémoire, CHU de Québec-Université Laval, Quebec, QC, Canada
| | - Ellen McGowan
- Pennine Care NHS Foundation Trust, Greater Manchester, Derbyshire, UK
| | | | - Bárbara Costa Beber
- Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, RS, Brazil
| | - Guillaume Duboisdindien
- The Chaire de recherche sur les aphasies primaires progressives - Fondation de la famille Lemaire, Université Laval, Quebec, Qc, Canada
- Clinique Interdisciplinaire de Mémoire, CHU de Québec-Université Laval, Quebec, QC, Canada
| | - Núria Montagut
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clinic, Barcelona, Spain
- Institut d'Investigació Biomèdica August Pi I Sunyer, Barcelona, Spain
| | - Monica Norvik
- Department of Education, UiT The Arctic University of Norway, Tromsø, Norway
| | - Taiki Sugimoto
- Center for Psychometric Analyses of Aging and Neurodegeneration, Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Prevention and Care Science, National Center for Geriatrics and Gerontology, Research Institute, Obu, Japan
| | | | - Nina Unger
- Department of Neurology, University Medicine Greifswald, Greifswald, Germany
| | - Ingvild E Winsnes
- Department of Linguistics and Scandinavian Studies, University of Oslo, Oslo, Norway
| | - Anna Volkmer
- Department of Psychology and Language Science, University College London, London, UK
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12
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Jochumsen M, Poulsen KB, Sørensen SL, Sulkjær CS, Corydon FK, Strauss LS, Roos JB. Single-trial movement intention detection estimation in patients with Parkinson's disease: a movement-related cortical potential study. J Neural Eng 2024; 21:046036. [PMID: 38986452 DOI: 10.1088/1741-2552/ad6189] [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: 02/14/2024] [Accepted: 07/10/2024] [Indexed: 07/12/2024]
Abstract
Objectives. Parkinson patients often suffer from motor impairments such as tremor and freezing of movement that can be difficult to treat. To unfreeze movement, it has been suggested to provide sensory stimuli. To avoid constant stimulation, episodes with freezing of movement needs to be detected which is a challenge. This can potentially be obtained using a brain-computer interface (BCI) based on movement-related cortical potentials (MRCPs) that are observed in association with the intention to move. The objective in this study was to detect MRCPs from single-trial EEG.Approach. Nine Parkinson patients executed 100 wrist movements and 100 ankle movements while continuous EEG and EMG were recorded. The experiment was repeated in two sessions on separate days. Using temporal, spectral and template matching features, a random forest (RF), linear discriminant analysis, and k-nearest neighbours (kNN) classifier were constructed in offline analysis to discriminate between epochs containing movement-related or idle brain activity to provide an estimation of the performance of a BCI. Three classification scenarios were tested: 1) within-session (using training and testing data from the same session and participant), between-session (using data from the same participant from session one for training and session two for testing), and across-participant (using data from all participants except one for training and testing on the remaining participant).Main results. The within-session classification scenario was associated with the highest classification accuracies which were in the range of 88%-89% with a similar performance across sessions. The performance dropped to 69%-75% and 70%-75% for the between-session and across-participant classification scenario, respectively. The highest classification accuracies were obtained for the RF and kNN classifiers.Significance. The results indicate that it is possible to detect movement intentions in individuals with Parkinson's disease such that they can operate a BCI which may control the delivery of sensory stimuli to unfreeze movement.
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Affiliation(s)
- Mads Jochumsen
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | | | - Sascha Lan Sørensen
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | | | - Frida Krogh Corydon
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | | | - Julie Billingsø Roos
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
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13
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Sullivan L, Martin E, Allison KM. Effects of SPEAK OUT! & LOUD Crowd on Functional Speech Measures in Parkinson's Disease. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2024; 33:1930-1951. [PMID: 38838243 DOI: 10.1044/2024_ajslp-23-00321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2024]
Abstract
PURPOSE This study investigated the effects of the SPEAK OUT! & LOUD Crowd therapy program on speaking rate, percent pause time, intelligibility, naturalness, and communicative participation in individuals with Parkinson's disease (PD). METHOD Six adults with PD completed 12 individual SPEAK OUT! sessions across four consecutive weeks followed by group-based LOUD Crowd sessions for five consecutive weeks. Most therapy sessions were conducted via telehealth, with two participants completing the SPEAK OUT! portion in person. Speech samples were recorded at six time points: three baseline time points prior to SPEAK OUT!, two post-SPEAK OUT! time points, and one post-LOUD Crowd time point. Acoustic measures of speaking rate and percent pause time and listener ratings of speech intelligibility and naturalness were obtained for each time point. Participant self-ratings of communicative participation were also collected at pre- and posttreatment time points. RESULTS Results showed significant improvement in communicative participation scores at a group level following completion of the SPEAK OUT! & LOUD Crowd treatment program. Two participants showed a significant decrease in speaking rate and increase in percent pause time following treatment. Changes in intelligibility and naturalness were not statistically significant. CONCLUSIONS These findings provide preliminary support for the effectiveness of the SPEAK OUT! & LOUD Crowd treatment program in improving communicative participation for people with mild-to-moderate hypokinetic dysarthria secondary to PD. This study is also the first to demonstrate positive effects of this treatment program for people receiving the therapy via telehealth.
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Affiliation(s)
- Lauren Sullivan
- Department of Communication Sciences and Disorders, Northeastern University, Boston, MA
| | - Elizabeth Martin
- Department of Communication Sciences and Disorders, Northeastern University, Boston, MA
| | - Kristen M Allison
- Department of Communication Sciences and Disorders, Northeastern University, Boston, MA
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14
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Gates K, Knowles T, Mach H, Higginbotham J. Clinical Insights Into the Use of Speech Amplification Devices for Managing Hypophonia: Interviews With Speech-Language Pathologists. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2024; 33:1639-1661. [PMID: 38512013 DOI: 10.1044/2024_ajslp-23-00396] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/22/2024]
Abstract
PURPOSE The purpose of this qualitative interview study was to identify themes regarding considerations in the usage of speech amplification device usage for people with Parkinson's disease (PD) and hypophonia from the perspective of speech-language pathologists (SLPs). METHOD Eligible participants included SLPs currently practicing in the United States or Canada with experience working with clients with PD for at least 2 years. Ten SLPs participated in 60-min interviews conducted via Zoom. A semistructured interview guide was created prior to the interviews. The interviews were transcribed following their completion, and an iterative coding process was used to identify themes using thematic analysis. RESULTS Three main themes were identified from the interviews. The first theme encapsulated how clinicians described amplification devices as a potential treatment tool, which highlighted the nuances that may impact selecting an amplification device as a treatment option such as increased hypophonia or dysarthria severity and cognitive decline. The second theme highlighted how device selection depends on the individual needs of the user. Individual client characteristics (such as disease symptoms and individual needs and preferences) may impact the choice of amplification device. The last theme outlined the importance of involving family members in all stages of device use and involving other health care team members on a case-by-case basis. CONCLUSIONS The insights provided by the SLP participants help to understand the clinical decisions that are made when determining device candidacy, selecting a device, and evaluating device success. These insights can be used to improve research studies of augmentative management of hypophonia and guide more personalized management decisions.
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Affiliation(s)
- Kelly Gates
- Department of Communicative Disorders and Sciences, University at Buffalo, NY
| | - Thea Knowles
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing
| | - Helen Mach
- Department of Communication Sciences and Disorders, University of Delaware, Newark
| | - Jeff Higginbotham
- Department of Communicative Disorders and Sciences, University at Buffalo, NY
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15
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Ge Y, Zhao W, Zhang L, Zhao X, Shu X, Li J, Liu Y. Correlation between motor function and health-related quality of life in early to mid-stage patients with Parkinson disease: a cross-sectional observational study. Front Aging Neurosci 2024; 16:1399285. [PMID: 38979112 PMCID: PMC11228142 DOI: 10.3389/fnagi.2024.1399285] [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: 03/11/2024] [Accepted: 05/31/2024] [Indexed: 07/10/2024] Open
Abstract
Aim To investigate the correlation between motor function and health-related quality of life (HrQOL) in early to mid-stage patients with Parkinson disease (PwP). Methods This cross-sectional study recruited PwP from April 2020 to December 2023 at the outpatient clinic of Peking Union Medical College Hospital in Beijing, China. The motor symptoms were assessed using Movement Disorder Society-sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS-UPDRS) part 3. Balance function was evaluated using the Berg Balance Scale (BBS), and the risk of fall using Timed Up-and-Go test (TUG), and Five Times Sit-to-Stand test (FTSST). Freezing of gait questionnaire (FOGQ) was used to evaluate the severity of gait. The Intelligent Device for Energy Expenditure and Physical Activity (IDEEA) recorded gait cycle parameters, and the isokinetic dynamometer measured muscle strength. The Parkinson's Disease Questionnaire-39 (PDQ-39) was used to measure HrQOL. All assessments were tested during the on state. Spearman correlation was conducted to evaluate the correlation between motor function and HrQOL. Results 243 patients with mean age of 69.33 years were enrolled. The PDQ-39 score was strongly correlated with FOG in H&Y stage III (r = 0.653, p < 0.001) and moderately correlated in H&Y stage I (r = 0.471, p < 0.001) and H&Y stage II (r = 0.386, p < 0.001). Furthermore, the FOG was strongly correlated with mobility domain at H&Y stage III (r = 0.694, p < 0.001) and moderately correlated at H&Y stage I (r = 0.431, p < 0.001) and H&Y stage II (r = 0.434, p < 0.001). All motor function scores were correlated with PDQ-39 scores at H&Y stage III (p < 0.05). Conclusion Motor function correlated with HrQOL in early to mid-stage PwP, and FOG was the main factor, especially affecting mobility, activities of daily life and communication. HrQOL in patients at different disease stages were variously affected by motor function, and HrQOL and multiple dimensions was significantly associated with motor function in patients at H&Y stage III.
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Affiliation(s)
- Ying Ge
- Department of Rehabilitation Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Wowa Zhao
- Department of Rehabilitation Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Lu Zhang
- Department of Rehabilitation Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Xiaoyi Zhao
- Department of Rehabilitation Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Xuan Shu
- Department of Rehabilitation Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Jiawei Li
- Department of Rehabilitation Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Ying Liu
- Department of Rehabilitation Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
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Ramage AE, Greenslade KJ, Cote K, Lee JN, Fox CM, Halpern A, Ramig LO. Narrative analysis in individuals with Parkinson's disease following intensive voice treatment: secondary outcome variables from a randomized controlled trial. Front Hum Neurosci 2024; 18:1394948. [PMID: 38841124 PMCID: PMC11150807 DOI: 10.3389/fnhum.2024.1394948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Accepted: 04/18/2024] [Indexed: 06/07/2024] Open
Abstract
Communication is often impaired in individuals with Parkinson's disease (PD), typically secondary to sensorimotor deficits impacting voice and speech. Language may also be diminished in PD, particularly for production and comprehension of verbs. Evidence exists that verb processing is influenced by motor system modulation suggesting that verb deficits in PD are underpinned by similarities in the neural representations of actions that span motor and semantic systems. Conversely, subtle differences in cognition in PD may explain difficulty in processing of complex syntactic forms, which increases cognitive demand and is linked to verb use. Here we investigated whether optimizing motor system support for vocal function (improving loudness) affects change in lexical semantic, syntactic, or informativeness aspects of spoken discourse. Picture description narratives were compared for 20 Control participants and 39 with PD, 19 of whom underwent Lee Silverman Voice Treatment (LSVT LOUD®). Treated PD narratives were also contrasted with those of untreated PD and Control participants at Baseline and after treatment. Controls differed significantly from the 39 PD participants for verbs per utterance, but this difference was largely driven by untreated PD participants who produced few utterances but with verbs, inflating their verbs per utterance. Given intervention, there was a significant increase in vocal loudness but no significant changes in language performance. These data do not support the hypothesis that targeting this speech motor system results in improved language production. Instead, the data provide evidence of considerable variability in measures of language production across groups, particularly in verbs per utterance.
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Affiliation(s)
- Amy E. Ramage
- Department of Communication Sciences and Disorders, Durham, NH, United States
- Interdisciplinary Program in Neuroscience and Behavior, University of New Hampshire, Durham, NH, United States
| | | | - Kaila Cote
- Department of Communication Sciences and Disorders, Durham, NH, United States
| | - Jessica N. Lee
- Department of Communication Sciences and Disorders, Durham, NH, United States
| | | | | | - Lorraine O. Ramig
- LSVT Global, Inc., Tucson, AZ, United States
- Teachers College, Columbia University, Communication Sciences and Disorders, New York, NY, United States
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17
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Searl J, Dietsch AM. Daily Phonatory Activity of Individuals With Parkinson's Disease. J Voice 2024; 38:800.e13-800.e26. [PMID: 34819239 DOI: 10.1016/j.jvoice.2021.10.004] [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: 08/18/2021] [Revised: 10/13/2021] [Accepted: 10/14/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE This study evaluated the amount of phonatory activity of Persons with Parkinson disease (PwPD) compared to adults without Parkinson's disease measured over 3 days. The relationship between the amount of phonatory activity and Voice Handicap Index (VHI) total score was assessed as were differences in voicing activity across 3 days of data collection. METHODS Fifteen PwPD receiving dopaminergic medication and fifteen age and sex matched adults without Parkinson's disease completed the VHI and then wore a VocaLog vocal monitor (VM) for 3 consecutive days. From the VM data, the number of 1-second windows with dB sound pressure level > 0 were summed as a measure of phonatory activity (PA) and reported relative to the time the VM was worn (%PA). RESULTS The percentage of time the VM was worn did not differ between groups or across days. The PwPD had statistically significantly fewer minutes of PA per day than controls (F = 21.782, P < 0.001) by 54 minutes on average. The %PA also differed significantly (F = 31.825, P < 0.001) with a mean of 11.1% for PwPD and 18.6% for controls. Neither PA nor %PA differed across the 3 days of vocal monitoring. VHI total score was significantly correlated with PA (r = -0.436, P = 0.016) and %PA (r = -0.534, P = 0.002) for all participants. CONCLUSIONS The results indicate that PwPD engaged in less verbal communication in their daily environment compared to adults without Parkinson's disease. The findings support reports in the literature indicating that PwPD often have reduced communication participation. Measures such as %PA could serve as a quantifiable metric in future studies assessing communication changes in PwPD as a function of disease progression or therapeutic interventions.
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Affiliation(s)
- Jeff Searl
- Michigan State University, East Lansing, Michigan.
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Binoy S, Lithwick Algon A, Ben Adiva Y, Montaser-Kouhsari L, Saban W. Online cognitive testing in Parkinson's disease: advantages and challenges. Front Neurol 2024; 15:1363513. [PMID: 38651103 PMCID: PMC11034553 DOI: 10.3389/fneur.2024.1363513] [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: 12/30/2023] [Accepted: 03/27/2024] [Indexed: 04/25/2024] Open
Abstract
Parkinson's disease (PD) is primarily characterized by motor symptoms. Yet, many people with PD experience cognitive decline, which is often unnoticed by clinicians, although it may have a significant impact on quality of life. For over half a century, traditional in-person PD cognitive assessment lacked accessibility, scalability, and specificity due to its inherent limitations. In this review, we propose that novel methods of online cognitive assessment could potentially address these limitations. We first outline the challenges of traditional in-person cognitive testing in PD. We then summarize the existing literature on online cognitive testing in PD. Finally, we explore the advantages, but also the limitations, of three major processes involved in online PD cognitive testing: recruitment and sampling methods, measurement and participation, and disease monitoring and management. Taking the limitations into account, we aim to highlight the potential of online cognitive testing as a more accessible and efficient approach to cognitive testing in PD.
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Affiliation(s)
- Sharon Binoy
- Loyola Stritch School of Medicine, Maywood, IL, United States
- Center for Accessible Neuropsychology and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
- Department of Occupational Therapy, Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Avigail Lithwick Algon
- Center for Accessible Neuropsychology and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
- Department of Occupational Therapy, Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Yoad Ben Adiva
- Center for Accessible Neuropsychology and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
- Department of Occupational Therapy, Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Leila Montaser-Kouhsari
- Department of Neurology, Brigham and Women Hospital, Harvard University, Boston, MA, United States
| | - William Saban
- Center for Accessible Neuropsychology and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
- Department of Occupational Therapy, Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv, Israel
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Bouvier L, McKinlay S, Truong J, Genge A, Dupré N, Dionne A, Kalra S, Yunusova Y. Speech timing and monosyllabic diadochokinesis measures in the assessment of amyotrophic lateral sclerosis in Canadian French. INTERNATIONAL JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2024; 26:267-277. [PMID: 37272348 PMCID: PMC10696137 DOI: 10.1080/17549507.2023.2214706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
PURPOSE The primary objective of this study was to determine if speech and pause measures obtained using a passage reading task and timing measures from a monosyllabic diadochokinesis (DDK) task differ across speakers of Canadian French diagnosed with amyotrophic lateral sclerosis (ALS) presenting with and without bulbar symptoms, and healthy controls. The secondary objective was to determine if these measures can reflect the severity of bulbar symptoms. METHOD A total of 29 Canadian French speakers with ALS (classified as bulbar symptomatic [n = 14] or pre-symptomatic [n = 15]) and 17 age-matched healthy controls completed a passage reading task and a monosyllabic DDK task (/pa/ and /ta/), for up to three follow-up visits. Measures of speaking rate, total duration, speech duration, and pause events were extracted from the passage reading recordings using a semi-automated speech and pause analysis procedure. Manual analysis of DDK recordings provided measures of DDK rate and variability. RESULT Group comparisons revealed significant differences (p = < .05) between the symptomatic group and the pre-symptomatic and control groups for all passage measures and DDK rates. Only the DDK rate in /ta/ differentiated the pre-symptomatic and control groups. Repeated measures correlations revealed moderate correlations (rrm = > 0.40; p = < 0.05) between passage measures of total duration, speaking rate, speech duration, and number of pauses, and ALSFRS-R total and bulbar scores, as well as between DDK rate and ALSFRS-R total score. CONCLUSION Speech and pause measures in passage and timing measures in monosyllabic DDK tasks might be suitable for monitoring bulbar functional symptoms in French speakers with ALS, but more work is required to identify which measures are sensitive to the earliest stages of the disease.
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Affiliation(s)
- Liziane Bouvier
- School of Communication Sciences and Disorders, McGill University, Montreal, Canada
| | - Scotia McKinlay
- Department of Speech-Language Pathology, University of Toronto, Toronto, Canada
| | - Justin Truong
- Department of Speech-Language Pathology, University of Toronto, Toronto, Canada
| | - Angela Genge
- Montreal Neurological Institute-Hospital – The Neuro, Montréal, Canada
| | - Nicolas Dupré
- Neurosciences axis, CHU de Québec-Université Laval, Quebec City, QC, Canada
- Department of Medicine, Faculty of Medicine, Université Laval, Quebec City, QC, Canada
| | - Annie Dionne
- Neurosciences axis, CHU de Québec-Université Laval, Quebec City, QC, Canada
- Department of Medicine, Faculty of Medicine, Université Laval, Quebec City, QC, Canada
| | - Sanjay Kalra
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, Canada
- Division of Neurology, University of Alberta, Edmonton, Canada
| | - Yana Yunusova
- Department of Speech-Language Pathology, University of Toronto, Toronto, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Canada
- University Health Network—Toronto Rehabilitation Institute, Toronto, Canada
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20
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Gallée J, Cartwright J, Grasso S, Jokel R, Lavoie M, McGowan E, Pozzebon M, Beber BC, Duboisdindien G, Montagut N, Norvik M, Sugimoto T, Townsend R, Unger N, Winsnes IE, Volkmer A. Global Perspectives on the Management of Primary Progressive Aphasia. RESEARCH SQUARE 2024:rs.3.rs-4100219. [PMID: 38562789 PMCID: PMC10984010 DOI: 10.21203/rs.3.rs-4100219/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Speech-language therapists/pathologists (SLT/Ps) are key professionals in the management and treatment of primary progressive aphasia (PPA), however, there are gaps in education and training within the discipline, with implications for skills, confidence, and clinical decision-making. This survey aimed to explore the areas of need amongst SLT/Ps working with people living with PPA (PwPPA) internationally to upskill the current and future workforce working with progressive communication disorders. One hundred eighty-five SLT/Ps from 27 countries who work with PwPPA participated in an anonymous online survey about their educational and clinical experiences, clinical decision-making, and self-reported areas of need when working with this population. Best practice principles for SLT/Ps working with PwPPA were used to frame the latter two sections of this survey. Only 40.7% of respondents indicated that their university education prepared them for their current work with PwPPA. Competency areas of "Knowing people deeply," "Practical issues," "Connectedness," and "Preventing disasters" were identified as the basic areas of priority and need. Respondents identified instructional online courses (92.5%), sample tools and activities for interventions (64.8%), and concrete training on providing care for advanced stages and end of life (58.3%) as central areas of need in their current work. This is the first international survey to comprehensively explore the perspectives of SLT/Ps working with PwPPA. Based on survey outcomes, there is a pressing need to enhance current educational and ongoing training opportunities to better promote the well-being of PwPPA and their families, and to ensure appropriate preparation of the current and future SLT/P workforce.
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Affiliation(s)
- Jeanne Gallée
- Center for Psychometric Analyses of Aging and Neurodegeneration, Department of Medicine, University of Washington
| | | | - Stephanie Grasso
- Department of Speech, Language, and Hearing Sciences, The University of Texas at Austin
| | - Regina Jokel
- Temerty Faculty of Medicine, University of Toronto
| | - Monica Lavoie
- Chaire de recherche sur les aphasies primaires progressives - Fondation de la famille Lemaire, Université Laval
| | | | | | - Bárbara Costa Beber
- Department of Speech, Language, and Hearing Sciences, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA)
| | - Guillaume Duboisdindien
- Chaire de recherche sur les aphasies primaires progressives - Fondation de la famille Lemaire, Université Laval
| | - Núria Montagut
- Alzheimer's Disease and other Cognitive Disorders Unit, Neurology Service, Hospital Clinic Barcelona
| | - Monica Norvik
- Department of Linguistics and Scandinavian studies, University of Oslo
| | - Taiki Sugimoto
- Center for Psychometric Analyses of Aging and Neurodegeneration, Department of Medicine, University of Washington
| | | | - Nina Unger
- Department of Neurology, University Medicine Greifswald
| | - Ingvild E Winsnes
- Department of Linguistics and Scandinavian studies, University of Oslo
| | - Anna Volkmer
- Department of Psychology and Language Science, University College London
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21
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Baylor C, Linna Jin J, Mach H, Britton D. Communicative participation outcomes in individuals with Parkinson's disease receiving standard care speech-language therapy services in community settings. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2024; 59:808-827. [PMID: 37855252 DOI: 10.1111/1460-6984.12965] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 09/22/2023] [Indexed: 10/20/2023]
Abstract
BACKGROUND The Communicative Participation Item Bank (CPIB) is a patient-reported outcome measure (PROM) designed to measure the extent of interference, or difficulty, experienced by adults with communication disorders participating in their day-to-day communication activities. To date, there is limited evidence regarding sensitivity of the CPIB for capturing change with intervention in people with Parkinson's disease (PwPD). AIMS The purpose of this study was to examine the following measurement properties of the CPIB in PwPD who received community-based, standard care, speech-language therapy focusing on motor speech concerns: Change over time between treatment and observation groups, comparison to patient-defined ideal and satisfactory targets, comparison of static short form to computerised adaptive testing (CAT), comparison of self to proxy-rated scores, and comparison to other common PROMs. METHODS AND PROCEDURES Forty-six PwPD (20 treatment/26 observation) completed data collection upon enrolment (pre-treatment) and 6 months later. In addition to the CPIB, PROMs included the Voice Handicap Index 10-item short form (VHI-10), PROMIS Global Health-Related Quality of Life, Levels of Speech Usage, self-rated speech severity, and Patient Health Questionnaire-9 (PHQ-9). Participants also engaged in qualitative interviews. Forty-four family members completed proxy CPIB ratings. OUTCOMES AND RESULTS There were no significant differences between treatment and observation groups on the CPIB pre-treatment, but there were significant differences post-treatment. The differences appeared to be largely due to significant gains in the treatment group. No participants reached their ideal CPIB target, and few reached their satisfactory target. Static CPIB short form and CAT scores were not significantly different, with an average of five CAT items administered per participant. Overall group similarities between patient and proxy scores may have obscured wide variability across individual patient-proxy pairs. Associations between CPIB and VHI-10, health-related quality of life, self-reported speech severity, and depression ranged from weak to moderate. CONCLUSIONS AND IMPLICATIONS The CPIB appears to be sensitive to capturing change with intervention, and similar results are obtained with the static short form and CAT formats. One clinical caution is that even with gains observed in the treatment group, no participants obtained their ideal communicative participation goals, and few obtained a satisfactory level of communicative participation. Thus, while current interventions are beneficial, they may not meet the full range of clients' communication needs. While responding to the CPIB through a proxy rater may be feasible, caution is warranted due to concerns about maintaining the autonomy of PwPD. WHAT THIS PAPER ADDS What is already known on this subject The communication disorders associated with Parkinson's disease (PD) can have a negative impact on quality of life and life participation as measured by patient (or person)-reported outcome measures (PROMs). The Communicative Participation Item Bank (CPIB) is one PROM available to use with adults with communication disorders. However, little is known about whether the CPIB captures changes in communicative participation as a result of standard care treatment for people with Parkinson's disease (PwPD). Use of computerised adaptive testing (CAT), proxy report and comparison to targeted participation outcomes have not been explored. What this study adds to existing knowledge As a result of this study, we know that the CPIB captured differences between treatment and observation groups after community-based, standard care speech therapy intervention focusing on motor speech production in PwPD. Static short form and CAT scores did not differ significantly, so the CAT option provides better efficiency requiring, on average, five items to administer compared to the 10-item short form. Proxy and PwPD scores did not differ as a group, but wide variability was noted. What are the potential or actual clinical implications of this work? The CPIB may be a clinically sensitive instrument for capturing changes in communicative participation after treatment. No participants met their ideal CPIB target, and few reached their satisfactory target, suggesting that while current interventions contribute to gains in communicative participation, there are still unmet needs that may call for support and interventions addressing the more complex array of factors affecting communicative participation outcomes for PwPD.
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Affiliation(s)
- Carolyn Baylor
- Department of Rehabilitation Medicine, University of Washington, Seattle, Washington, USA
| | - Jingyu Linna Jin
- Department of Rehabilitation Medicine, University of Washington, Seattle, Washington, USA
| | - Helen Mach
- Department Communication Sciences and Disorders, University of Delaware, Newark, Delaware, USA
| | - Deanna Britton
- Department of Speech and Hearing Sciences, Portland State University, Oregon Health and Science University, Portland, Oregon, USA
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22
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Hodgson TL, Hermens F, Ezard G. Gaze-speech coordination during social interaction in Parkinson's disease. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2024; 59:715-727. [PMID: 37817018 DOI: 10.1111/1460-6984.12960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 08/25/2023] [Indexed: 10/12/2023]
Abstract
BACKGROUND Parkinson's disease (PD) can affect social interaction and communication as well as motor and cognitive processes. Speech is affected in PD, as is the control of voluntary eye movements which are thought to play an important role in 'turn taking' in conversation. AIMS This study aimed to measure eye movements during spoken conversation in PD to assess whether differences in patterns of eye gaze are linked to disrupted turn taking and impaired communication efficiency. METHODS & PROCEDURE Eleven participants with mild PD and 14 controls completed a two-player guessing game. During each 3 min game turn, one of the players had to guess the names of as many objects as possible based only on the other player's description. Eye movements were recorded simultaneously in both participants using mobile eye trackers along with speech onset and offset times. OUTCOMES & RESULTS When people with PD played the role of describer, the other player guessed fewer objects compared to when controls described objects. When guessing objects, people with PD performed just as well as controls. Analysis of eye fixations showed that people with PD made longer periods of fixation on the other player's face relative to controls and a lower number of such 'gaze on face' periods. CONCLUSIONS & IMPLICATIONS A combination of oculomotor, cognitive and speech abnormalities may disrupt communication in PD. Better public awareness of oculomotor, speech and other deficits in the condition could improve social connectedness in people with Parkinson's. WHAT THIS PAPER ADDS What is already known on this subject? Parkinson's disease is known to affect the control of voluntary eye movements. Direction of eye gaze is important in spoken conversation as a cue to turn-taking, but no studies have examined whether eye movements are different during communication in people with Parkinson's. What this paper adds to existing knowledge? People with Parkinson's showed longer periods of eye fixation during conversations compared to controls. Delays and overlaps between speech turns were also affected in patients. What are the clinical implications of this work? Better knowledge of the effect of the disease on eye gaze control amongst clinicians may help improve communication and social connectedness for patients in the future.
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Affiliation(s)
| | - Frouke Hermens
- School of Psychology, University of Lincoln, Lincoln, UK
| | - Gemma Ezard
- Lincolnshire Partnership NHS Foundation Trust, Lincoln, UK
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23
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Camerino I, Ferreira J, Vonk JM, Kessels RPC, de Leeuw FE, Roelofs A, Copland D, Piai V. Systematic Review and Meta-Analyses of Word Production Abilities in Dysfunction of the Basal Ganglia: Stroke, Small Vessel Disease, Parkinson's Disease, and Huntington's Disease. Neuropsychol Rev 2024; 34:1-26. [PMID: 36564612 DOI: 10.1007/s11065-022-09570-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 10/13/2022] [Accepted: 11/16/2022] [Indexed: 12/25/2022]
Abstract
Clinical populations with basal ganglia pathologies may present with language production impairments, which are often described in combination with comprehension measures or attributed to motor, memory, or processing-speed problems. In this systematic review and meta-analysis, we studied word production in four (vascular and non-vascular) pathologies of the basal ganglia: stroke affecting the basal ganglia, small vessel disease, Parkinson's disease, and Huntington's disease. We compared scores of these clinical populations with those of matched cognitively unimpaired adults on four well-established production tasks, namely picture naming, category fluency, letter fluency, and past-tense verb inflection. We conducted a systematic search in PubMed and PsycINFO with terms for basal ganglia structures, basal ganglia disorders and language production tasks. A total of 114 studies were included, containing results for one or more of the tasks of interest. For each pathology and task combination, effect sizes (Hedges' g) were extracted comparing patient versus control groups. For all four populations, performance was consistently worse than that of cognitively unimpaired adults across the four language production tasks (p-values < 0.010). Given that performance in picture naming and verb inflection across all pathologies was quantified in terms of accuracy, our results suggest that production impairments cannot be fully explained by motor or processing-speed deficits. Our review shows that while language production difficulties in these clinical populations are not negligible, more evidence is necessary to determine the exact mechanism that leads to these deficits and whether this mechanism is the same across different pathologies.
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Affiliation(s)
- Ileana Camerino
- Donders Centre for Cognition, Radboud University, Nijmegen, The Netherlands
| | - João Ferreira
- Donders Centre for Cognition, Radboud University, Nijmegen, The Netherlands.
| | - Jet M Vonk
- Department of Neurology, Memory and Aging Center, University of California San Francisco (UCSF), San Francisco, CA, USA
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Roy P C Kessels
- Donders Centre for Cognition, Radboud University, Nijmegen, The Netherlands
- Vincent van Gogh Institute for Psychiatry, Venray, The Netherlands
- Donders Centre for Medical Neuroscience, Department of Medical Psychology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Frank-Erik de Leeuw
- Department of Neurology, Donders Centre for Medical Neuroscience, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Ardi Roelofs
- Donders Centre for Cognition, Radboud University, Nijmegen, The Netherlands
| | - David Copland
- School of Health and Rehabilitation Sciences, The University of Queensland, Saint Lucia, QLD, Australia
- Queensland Aphasia Research Centre, The University of Queensland, Herston, QLD, Australia
| | - Vitória Piai
- Donders Centre for Cognition, Radboud University, Nijmegen, The Netherlands
- Donders Centre for Medical Neuroscience, Department of Medical Psychology, Radboud University Medical Center, Nijmegen, The Netherlands
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24
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Pigott JS, Davies N, Chesterman E, Read J, Nimmons D, Walters K, Armstrong M, Schrag A. Compound impact of cognitive and physical decline: A qualitative interview study of people with Parkinson's and cognitive impairment, caregivers and professionals. Health Expect 2024; 27:e13950. [PMID: 39102685 PMCID: PMC10785559 DOI: 10.1111/hex.13950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 11/23/2023] [Accepted: 12/14/2023] [Indexed: 08/07/2024] Open
Abstract
BACKGROUND Cognitive impairment is common in Parkinson's disease and is associated with poorer quality of life and increased caregiver distress, but little qualitative information is available on lived experiences of people with Parkinson's who also have cognitive impairment. OBJECTIVES The aim of this study was to explore the challenges of cognitive impairment in Parkinson's, triangulating the perspectives of people with Parkinson's, caregivers and healthcare professionals. METHODS Semistructured interviews were conducted with 11 people with Parkinson's and cognitive impairment, 10 family caregivers and 27 healthcare professionals, using purposive sampling in the United Kingdom (2019-2021). Cognitive impairment was identified by healthcare professionals and required subjective symptoms. Relevant cognitive diagnoses were recorded. Interviews were audio-recorded, transcribed and analysed using reflexive thematic analysis. RESULTS An overarching concept of the compound impact of cognitive and physical decline was developed, with six themes. Four themes describe the experience of living with cognitive impairment in Parkinson's: (1) Challenges in Daily Activities, (2) Psychological Impact and (3) Evolving Communication Difficulties together contributing to (4) Social Shift, encompassing a reduction in wider social activities but intensification of close relationships with increased dependence. A fifth theme (5) Living Well describes positive influences on these experiences, encompassing intrinsic motivation, self-management strategies and supportive relationships. Furthermore, underlying and shaping the whole experience was the sixth theme: (6) Preconceptions about Cognitive Impairment, describing fear and denial of symptoms and poor understanding of the nature of cognitive impairment in Parkinson's, with differences to other dementia pathologies. CONCLUSIONS Cognitive impairment superimposed on the existing challenges of Parkinson's has a multifaceted impact and makes living with the condition arduous. Increased understanding of the experiences of this group and employing the identified facilitators for living well may be able to improve patient and caregiver experiences. PATIENT OR PUBLIC CONTRIBUTION Two people with Parkinson's and cognitive impairment and three caregivers contributed to the study. Between them they contributed throughout the entirety of the project, giving input at conceptualisation as well as advice and review of interview questions, participant information leaflets, recruitment, interpretation of findings and summaries of the project.
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Affiliation(s)
- Jennifer S. Pigott
- Department of Clinical Neurosciences, Queen Square Institute of Neurology, University College LondonRoyal Free HospitalLondonUK
| | - Nathan Davies
- Research Department of Primary Care and Population Health, Centre for Ageing Population StudiesUniversity College LondonLondonUK
| | - Elizabeth Chesterman
- Department of Clinical Neurosciences, Queen Square Institute of Neurology, University College LondonRoyal Free HospitalLondonUK
| | - Joy Read
- Department of Clinical Neurosciences, Queen Square Institute of Neurology, University College LondonRoyal Free HospitalLondonUK
| | - Danielle Nimmons
- Research Department of Primary Care and Population Health, Centre for Ageing Population StudiesUniversity College LondonLondonUK
| | - Kate Walters
- Research Department of Primary Care and Population Health, Centre for Ageing Population StudiesUniversity College LondonLondonUK
| | - Megan Armstrong
- Research Department of Primary Care and Population Health, Centre for Ageing Population StudiesUniversity College LondonLondonUK
| | - Anette Schrag
- Department of Clinical Neurosciences, Queen Square Institute of Neurology, University College LondonRoyal Free HospitalLondonUK
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25
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Palmirotta C, Aresta S, Battista P, Tagliente S, Lagravinese G, Mongelli D, Gelao C, Fiore P, Castiglioni I, Minafra B, Salvatore C. Unveiling the Diagnostic Potential of Linguistic Markers in Identifying Individuals with Parkinson's Disease through Artificial Intelligence: A Systematic Review. Brain Sci 2024; 14:137. [PMID: 38391712 PMCID: PMC10886733 DOI: 10.3390/brainsci14020137] [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: 01/08/2024] [Revised: 01/22/2024] [Accepted: 01/25/2024] [Indexed: 02/24/2024] Open
Abstract
While extensive research has documented the cognitive changes associated with Parkinson's disease (PD), a relatively small portion of the empirical literature investigated the language abilities of individuals with PD. Recently, artificial intelligence applied to linguistic data has shown promising results in predicting the clinical diagnosis of neurodegenerative disorders, but a deeper investigation of the current literature available on PD is lacking. This systematic review investigates the nature of language disorders in PD by assessing the contribution of machine learning (ML) to the classification of patients with PD. A total of 10 studies published between 2016 and 2023 were included in this review. Tasks used to elicit language were mainly structured or unstructured narrative discourse. Transcriptions were mostly analyzed using Natural Language Processing (NLP) techniques. The classification accuracy (%) ranged from 43 to 94, sensitivity (%) ranged from 8 to 95, specificity (%) ranged from 3 to 100, AUC (%) ranged from 32 to 97. The most frequent optimal linguistic measures were lexico-semantic (40%), followed by NLP-extracted features (26%) and morphological consistency features (20%). Artificial intelligence applied to linguistic markers provides valuable insights into PD. However, analyzing measures derived from narrative discourse can be time-consuming, and utilizing ML requires specialized expertise. Moving forward, it is important to focus on facilitating the integration of both narrative discourse analysis and artificial intelligence into clinical practice.
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Affiliation(s)
- Cinzia Palmirotta
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Neuropsychology, Bari Institute, 70124 Bari, Italy
| | - Simona Aresta
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Neuropsychology, Bari Institute, 70124 Bari, Italy
| | - Petronilla Battista
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Neuropsychology, Bari Institute, 70124 Bari, Italy
| | - Serena Tagliente
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Neuropsychology, Bari Institute, 70124 Bari, Italy
| | - Gianvito Lagravinese
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Neuropsychology, Bari Institute, 70124 Bari, Italy
| | - Davide Mongelli
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Neuropsychology, Bari Institute, 70124 Bari, Italy
| | - Christian Gelao
- Istituti Clinici Scientifici Maugeri IRCCS, Neurorehabilitation Unit of Bari Institute, 70124 Bari, Italy
| | - Pietro Fiore
- Istituti Clinici Scientifici Maugeri IRCCS, Neurorehabilitation Unit of Bari Institute, 70124 Bari, Italy
- Department of Physical and Rehabilitation Medicine, University of Foggia, 71122 Foggia, Italy
| | - Isabella Castiglioni
- Department of Physics G. Occhialini, University of Milan-Bicocca, 20133 Milan, Italy
| | - Brigida Minafra
- Istituti Clinici Scientifici Maugeri IRCCS, Neurorehabilitation Unit of Bari Institute, 70124 Bari, Italy
| | - Christian Salvatore
- Department of Science, Technology and Society, University School for Advanced Studies IUSS Pavia, 27100 Pavia, Italy
- DeepTrace Technologies S.R.L., 20122 Milan, Italy
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26
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Rudisch DM, Krasko MN, Barnett DGS, Mueller KD, Russell JA, Connor NP, Ciucci MR. Early ultrasonic vocalization deficits and related thyroarytenoid muscle pathology in the transgenic TgF344-AD rat model of Alzheimer's disease. Front Behav Neurosci 2024; 17:1294648. [PMID: 38322496 PMCID: PMC10844490 DOI: 10.3389/fnbeh.2023.1294648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 12/01/2023] [Indexed: 02/08/2024] Open
Abstract
Background Alzheimer's disease (AD) is a progressive neurologic disease and the most common cause of dementia. Classic pathology in AD is characterized by inflammation, abnormal presence of tau protein, and aggregation of β-amyloid that disrupt normal neuronal function and lead to cell death. Deficits in communication also occur during disease progression and significantly reduce health, well-being, and quality of life. Because clinical diagnosis occurs in the mid-stage of the disease, characterizing the prodrome and early stages in humans is currently challenging. To overcome these challenges, we use the validated TgF344-AD (F344-Tg(Prp-APP, Prp-PS1)19/Rrrc) transgenic rat model that manifests cognitive, behavioral, and neuropathological dysfunction akin to AD in humans. Objectives The overarching goal of our work is to test the central hypothesis that pathology and related behavioral deficits such as communication dysfunction in part manifest in the peripheral nervous system and corresponding target tissues already in the early stages. The primary aims of this study are to test the hypotheses that: (1) changes in ultrasonic vocalizations (USV) occur in the prodromal stage at 6 months of age and worsen at 9 months of age, (2) inflammation as well as AD-related pathology can be found in the thyroarytenoid muscle (TA) at 12 months of age (experimental endpoint tissue harvest), and to (3) demonstrate that the TgF344-AD rat model is an appropriate model for preclinical investigations of early AD-related vocal deficits. Methods USVs were collected from male TgF344-AD (N = 19) and wildtype (WT) Fischer-344 rats (N = 19) at 6 months (N = 38; WT: n = 19; TgF344-AD: n = 19) and 9 months of age (N = 18; WT: n = 10; TgF344-AD: n = 8) and acoustically analyzed for duration, mean power, principal frequency, low frequency, high frequency, peak frequency, and call type. RT-qPCR was used to assay peripheral inflammation and AD-related pathology via gene expressions in the TA muscle of male TgF344-AD rats (n = 6) and WT rats (n = 6) at 12 months of age. Results This study revealed a significant reduction in mean power of ultrasonic calls from 6 to 9 months of age and increased peak frequency levels over time in TgF344-AD rats compared to WT controls. Additionally, significant downregulation of AD-related genes Uqcrc2, Bace2, Serpina3n, and Igf2, as well as downregulation of pro-inflammatory gene Myd88 was found in the TA muscle of TgF344-AD rats at 12 months of age. Discussion Our findings demonstrate early and progressive vocal deficits in the TgF344-AD rat model. We further provide evidence of dysregulation of AD-pathology-related genes as well as inflammatory genes in the TA muscles of TgF344-AD rats in the early stage of the disease, confirming this rat model for early-stage investigations of voice deficits and related pathology.
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Affiliation(s)
- Denis Michael Rudisch
- Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, WI, United States
- Department of Surgery, Division of Otolaryngology - Head and Neck Surgery, UW School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
- UW Institute for Clinical and Translational Research, UW School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
| | - Maryann N Krasko
- Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, WI, United States
- Department of Surgery, Division of Otolaryngology - Head and Neck Surgery, UW School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
| | - David G S Barnett
- Department of Surgery, Division of Otolaryngology - Head and Neck Surgery, UW School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
| | - Kimberly D Mueller
- Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, WI, United States
- Wisconsin Alzheimer's Disease Research Center, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
| | - John A Russell
- Department of Surgery, Division of Otolaryngology - Head and Neck Surgery, UW School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
| | - Nadine P Connor
- Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, WI, United States
- Department of Surgery, Division of Otolaryngology - Head and Neck Surgery, UW School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
| | - Michelle R Ciucci
- Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, WI, United States
- Department of Surgery, Division of Otolaryngology - Head and Neck Surgery, UW School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
- Neuroscience Training Program, University of Wisconsin-Madison, Madison, WI, United States
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27
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Rodriguez‐Porcel F, Schwen Blackett D, Hickok G, Bonilha L, Turner TH. Bridging the Gap: Association between Objective and Subjective Outcomes of Communication Performance in People with Parkinson's Disease Evaluated for Deep Brain Stimulation. Mov Disord Clin Pract 2023; 10:1795-1799. [PMID: 38094653 PMCID: PMC10715351 DOI: 10.1002/mdc3.13921] [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: 06/01/2023] [Revised: 09/28/2023] [Accepted: 10/29/2023] [Indexed: 02/01/2024] Open
Abstract
Background Decrements in verbal fluency following deep brain stimulation (DBS) in people with Parkinson's disease (PwP) are common. As such, verbal fluency tasks are used in assessing DBS candidacy and target selection. However, the correspondence between testing performance and the patient's perception of communication abilities is not well-established. Methods The Communication Participation Item Bank (CPIB) was administered to 85 PwP during pre-DBS neuropsychological evaluations. Central tendencies for CPIB responses and correlations between CPIB total scores, clinical and demographic factors, and language-based tasks were examined. Results Most PwP indicated some degree of communication interference on the CPIB. Worse scores on semantic fluency and greater motor impairment were associated with more communication interference. Conclusions Our findings suggest an incomplete correspondence between commonly used language-based tests and patient-reported outcomes of communication abilities. The need for a functional communication instrument that reflects the different aspects of communication abilities in functional contexts is emphasized.
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Affiliation(s)
| | - Deena Schwen Blackett
- Department of OtolaryngologyMedical University of South CarolinaCharlestonSCUSA
- Division of Speech‐Language Pathology, Department of Rehabilitation SciencesMedical University of South CarolinaCharlestonSCUSA
| | - Gregory Hickok
- Department of Language ScienceUniversity of California, IrvineIrvineCAUSA
| | | | - Travis H. Turner
- Department of NeurologyMedical University of South CarolinaCharlestonSCUSA
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28
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Iyer A, Kemp A, Rahmatallah Y, Pillai L, Glover A, Prior F, Larson-Prior L, Virmani T. A machine learning method to process voice samples for identification of Parkinson's disease. Sci Rep 2023; 13:20615. [PMID: 37996478 PMCID: PMC10667335 DOI: 10.1038/s41598-023-47568-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 11/15/2023] [Indexed: 11/25/2023] Open
Abstract
Machine learning approaches have been used for the automatic detection of Parkinson's disease with voice recordings being the most used data type due to the simple and non-invasive nature of acquiring such data. Although voice recordings captured via telephone or mobile devices allow much easier and wider access for data collection, current conflicting performance results limit their clinical applicability. This study has two novel contributions. First, we show the reliability of personal telephone-collected voice recordings of the sustained vowel /a/ in natural settings by collecting samples from 50 people with specialist-diagnosed Parkinson's disease and 50 healthy controls and applying machine learning classification with voice features related to phonation. Second, we utilize a novel application of a pre-trained convolutional neural network (Inception V3) with transfer learning to analyze the spectrograms of the sustained vowel from these samples. This approach considers speech intensity estimates across time and frequency scales rather than collapsing measurements across time. We show the superiority of our deep learning model for the task of classifying people with Parkinson's disease as distinct from healthy controls.
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Affiliation(s)
- Anu Iyer
- Georgia Institute of Technology, Atlanta, 30332, USA
| | - Aaron Kemp
- Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, 72205, USA.
| | - Yasir Rahmatallah
- Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, 72205, USA
| | - Lakshmi Pillai
- Neurology, University of Arkansas for Medical Sciences, Little Rock, 72205, USA
| | - Aliyah Glover
- Neurology, University of Arkansas for Medical Sciences, Little Rock, 72205, USA
| | - Fred Prior
- Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, 72205, USA
| | - Linda Larson-Prior
- Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, 72205, USA
- Neurology, University of Arkansas for Medical Sciences, Little Rock, 72205, USA
- Neurobiology and Developmental Sciences, University of Arkansas for Medical Sciences, Little Rock, 72205, USA
| | - Tuhin Virmani
- Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, 72205, USA
- Neurology, University of Arkansas for Medical Sciences, Little Rock, 72205, USA
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Torres K, Singleton M. Analyses of correct responses and errors on measures of verbal fluency among Parkinson's disease and essential tremor patients. Clin Neuropsychol 2023; 37:1479-1497. [PMID: 36550679 PMCID: PMC11569621 DOI: 10.1080/13854046.2022.2157885] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Accepted: 12/07/2022] [Indexed: 12/24/2022]
Abstract
Objective: Parkinson's disease (PD) and essential tremor (ET) involve neuroanatomical circuitry that impact frontal lobe functioning, via the striatum and cerebellum, respectively. The aim of this exploratory study was to investigate quantitative and qualitative performance between and within these groups on measures of verbal fluency. Method: Sixty-three PD and 53 ET patients completed neuropsychological testing. Linear regression models with robust variance estimation compared verbal fluency performance between groups related to correct responses and errors. Paired t-tests investigated within group error rates. Results: PD patients gave more correct responses for phonological (β ̂ =5.3, p=.01) and category fluency (β ̂ =4.1, p=.01) than ET patients; however, when processing speed was added as a covariate, this attenuated performance on both measures and only phonological fluency remained significant (β ̂ =4.0, p=.04). There were no statistical differences in error scores between groups. Error rates within groups suggested that PD patients had higher error rates in total errors and perseveration errors on phonological fluency (M = 2.6, p=.00; M = 1.6, p=.00) and higher total errors and set-loss error rates on category switching (M = 5.1, p<.001; M = 4.1, p<.001). ET patients had higher error rate with relation to total errors and set-loss errors on phonological fluency (M = 2.5, p=.00; M = 1.5, p=.02) and category switching (M = 3.9, p=,00; M = 3.9, p<.001). Conclusions: PD patients performed better than ET patients on phonological fluency. PD patients appear to make more perseveration errors on phonological fluency, while ET patients made more set-loss errors. Implications for frontal lobe dysfunction and clinical impact are discussed.
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Affiliation(s)
- Karen Torres
- Department of Neurology, University of Washington, Seattle, WA, USA
| | - Michael Singleton
- Institute of Translational Health Sciences, University of Washington, Seattle, WA, USA
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Pigott JS, Davies N, Chesterman E, Read J, Nimmons D, Walters K, Armstrong M, Schrag A. Delivering Optimal Care to People with Cognitive Impairment in Parkinson's Disease: A Qualitative Study of Patient, Caregiver, and Professional Perspectives. PARKINSON'S DISEASE 2023; 2023:9732217. [PMID: 37675146 PMCID: PMC10480026 DOI: 10.1155/2023/9732217] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 06/22/2023] [Accepted: 08/12/2023] [Indexed: 09/08/2023]
Abstract
Background Cognitive impairment is common in Parkinson's disease (PD) and associated with lower quality of life. Cognitive impairment in PD manifests differently to other dementia pathologies. Provision of optimal care requires knowledge about the support needs of this population. Methods Eleven people with PD and cognitive impairment (PwP), 10 family caregivers, and 27 healthcare professionals were purposively sampled from across the United Kingdom. Semistructured interviews were conducted in 2019-2021, audio-recorded, transcribed, and analysed using reflexive thematic analysis. Results Cognitive impairment in PD conveyed increased complexity for clinical management and healthcare interactions, the latter driven by multifactorial communication difficulties. Techniques that helped included slow, simple, and single messages, avoiding topic switching. Information and emotional support needs were often unmet, particularly for caregivers. Diagnostic pathways were inconsistent and awareness of cognitive impairment in PD was poor, both contributing to underdiagnosis. Many felt that PwP and cognitive impairment fell through service gaps, resulting from disjointed, nonspecific, and underresourced services. Personalised care was advocated through tailoring to individual needs of PwP and caregivers facilitated by flexibility, time and continuity within services, and supporting self-management. Conclusions This study highlights unmet need for people with this complex condition. Clinicians should adapt their approach and communication techniques for this population and provide tailored information and support to both PwP and caregivers. Services need to be more streamlined and collaborative, providing more time and flexibility. There is a need for wider awareness and deeper understanding of this condition and its differences from other types of dementia.
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Affiliation(s)
- Jennifer S. Pigott
- Queen Square Institute of Neurology, University College London, London, UK
| | - Nathan Davies
- Centre for Ageing Population Studies, Research Department of Primary Care and Population Health, University College London, London, UK
| | | | - Joy Read
- Queen Square Institute of Neurology, University College London, London, UK
| | - Danielle Nimmons
- Centre for Ageing Population Studies, Research Department of Primary Care and Population Health, University College London, London, UK
| | - Kate Walters
- Centre for Ageing Population Studies, Research Department of Primary Care and Population Health, University College London, London, UK
| | - Megan Armstrong
- Centre for Ageing Population Studies, Research Department of Primary Care and Population Health, University College London, London, UK
| | - Anette Schrag
- Queen Square Institute of Neurology, University College London, London, UK
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D’Ascanio S, Piras F, Banaj N, Assogna F, Pellicano C, Bassi A, Spalletta G, Piras F. Narrative discourse production in Parkinson's disease: Decoupling the role of cognitive-linguistic and motor speech changes. Heliyon 2023; 9:e18633. [PMID: 37576215 PMCID: PMC10415819 DOI: 10.1016/j.heliyon.2023.e18633] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 07/20/2023] [Accepted: 07/24/2023] [Indexed: 08/15/2023] Open
Abstract
Introduction the interplay between neuropsychological and communicative abilities in Parkinson's disease (PD) has been relatively overlooked, and it is not entirely understood which difficulties are consequent to impaired motor control, and which have a linguistic/cognitive basis. Here, we examined narrative discourse in PD using a multi-level analysis procedure considering sentence-level (productivity, lexical-grammatical processing) and discourse-level processes (narrative organization, informativeness), and partialling out patients' motor speech impairments. The interaction between cognitive (i.e. linguistic and executive) and communication abilities was also investigated. Methods Twenty-nine PD subjects in the mild stage of the disease were compared to 29 matched healthy comparators (HC) on quantitative measures of narrative discourse derived from two picture description tasks. Multivariate (considering articulation rate and educational attainment as covariates) and univariate (with group membership as independent variable) analyses of variance were conducted on separate linguistic domains. The contribution of executive/linguistic abilities to PD's narrative performance was explored by multiple regression analyses on narrative measures significantly differentiating patients from HC. Results significant reductions in patients were observed on measures of productivity (less well-formed words, shorter sentences) and informativeness (fewer conceptual units, less informative elements, lower number of details) and these alterations were explained by variations in linguistic abilities (action and object naming) rather than executive abilities. Articulation rate and educational attainment did not impact the observed reduced productivity and under-informativeness. Conclusion referential narrative discourse is altered in PD, regardless of motor impairments in speech production. The observed reductions in productivity/informativeness aspects of narratives were related to naming abilities and in particular to verbs processing, consistently with the neurocognitive model of motor language coupling. Since narratives are amenable to recurrent and automated analysis for the identification of linguistic patterns potentially anticipating the development of PD and the onset of cognitive deterioration, discourse abilities should be quantitatively and repeatedly profiled in the disorder.
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Affiliation(s)
- Sara D’Ascanio
- Neuropsychiatry Laboratory, Department of Clinical Neuroscience and Neurorehabilitation, IRCCS Santa Lucia Foundation, Rome, Italy
| | - Fabrizio Piras
- Neuropsychiatry Laboratory, Department of Clinical Neuroscience and Neurorehabilitation, IRCCS Santa Lucia Foundation, Rome, Italy
| | - Nerisa Banaj
- Neuropsychiatry Laboratory, Department of Clinical Neuroscience and Neurorehabilitation, IRCCS Santa Lucia Foundation, Rome, Italy
| | - Francesca Assogna
- Neuropsychiatry Laboratory, Department of Clinical Neuroscience and Neurorehabilitation, IRCCS Santa Lucia Foundation, Rome, Italy
| | - Clelia Pellicano
- Neuropsychiatry Laboratory, Department of Clinical Neuroscience and Neurorehabilitation, IRCCS Santa Lucia Foundation, Rome, Italy
| | - Andrea Bassi
- Neuropsychiatry Laboratory, Department of Clinical Neuroscience and Neurorehabilitation, IRCCS Santa Lucia Foundation, Rome, Italy
| | - Gianfranco Spalletta
- Neuropsychiatry Laboratory, Department of Clinical Neuroscience and Neurorehabilitation, IRCCS Santa Lucia Foundation, Rome, Italy
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
| | - Federica Piras
- Neuropsychiatry Laboratory, Department of Clinical Neuroscience and Neurorehabilitation, IRCCS Santa Lucia Foundation, Rome, Italy
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Gooch EA, Horne K, Melzer TR, McAuliffe MJ, MacAskill M, Dalrymple‐Alford JC, Anderson TJ, Theys C. Acquired Stuttering in Parkinson's Disease. Mov Disord Clin Pract 2023; 10:956-966. [PMID: 37332649 PMCID: PMC10272914 DOI: 10.1002/mdc3.13758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Revised: 04/04/2023] [Accepted: 04/13/2023] [Indexed: 06/20/2023] Open
Abstract
Background Parkinson's disease frequently causes communication impairments, but knowledge about the occurrence of new-onset stuttering is limited. Objectives To determine the presence of acquired neurogenic stuttering and its relationship with cognitive and motor functioning in individuals with Parkinson's disease. Method Conversation, picture description, and reading samples were collected from 100 people with Parkinson's disease and 25 controls to identify the presence of stuttered disfluencies (SD) and their association with neuropsychological test performance and motor function. Results Participants with Parkinson's disease presented with twice as many stuttered disfluencies during conversation (2.2% ± 1.8%SD) compared to control participants (1.2% ± 1.2%SD; P < 0.01). 21% of people with Parkinson's disease (n = 20/94) met the diagnostic criterion for stuttering, compared with 1/25 controls. Stuttered disfluencies also differed significantly across speech tasks, with more disfluencies during conversation compared to reading (P < 0.01). Stuttered disfluencies in those with Parkinson's disease were associated with longer time since disease onset (P < 0.01), higher levodopa equivalent dosage (P < 0.01), and lower cognitive (P < 0.01) and motor scores (P < 0.01). Conclusion One in five participants with Parkinson's disease presented with acquired neurogenic stuttering, suggesting that speech disfluency assessment, monitoring and intervention should be part of standard care. Conversation was the most informative task for identifying stuttered disfluencies. The frequency of stuttered disfluencies was higher in participants with worse motor functioning, and lower cognitive functioning. This challenges previous suggestions that the development of stuttered disfluencies in Parkinson's disease has purely a motoric basis.
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Affiliation(s)
- Eloïse A. Gooch
- Te Kura Mahi ā‐Hirikapo, School of Psychology, Speech, and HearingUniversity of CanterburyChristchurchNew Zealand
- New Zealand Brain Research InstituteChristchurchNew Zealand
| | | | - Tracy R. Melzer
- Te Kura Mahi ā‐Hirikapo, School of Psychology, Speech, and HearingUniversity of CanterburyChristchurchNew Zealand
- New Zealand Brain Research InstituteChristchurchNew Zealand
- Department of MedicineUniversity of OtagoChristchurchNew Zealand
| | - Megan J. McAuliffe
- Te Kura Mahi ā‐Hirikapo, School of Psychology, Speech, and HearingUniversity of CanterburyChristchurchNew Zealand
- Te Kāhu Roro Reo, New Zealand Institute of Language, Brain and BehaviourUniversity of CanterburyChristchurchNew Zealand
| | - Michael MacAskill
- New Zealand Brain Research InstituteChristchurchNew Zealand
- Department of MedicineUniversity of OtagoChristchurchNew Zealand
| | - John C. Dalrymple‐Alford
- Te Kura Mahi ā‐Hirikapo, School of Psychology, Speech, and HearingUniversity of CanterburyChristchurchNew Zealand
- New Zealand Brain Research InstituteChristchurchNew Zealand
- Department of MedicineUniversity of OtagoChristchurchNew Zealand
| | - Tim J. Anderson
- New Zealand Brain Research InstituteChristchurchNew Zealand
- Department of MedicineUniversity of OtagoChristchurchNew Zealand
- Neurology DepartmentChristchurch Hospital, Te Whatu Ora Health New ZealandChristchurchNew Zealand
| | - Catherine Theys
- Te Kura Mahi ā‐Hirikapo, School of Psychology, Speech, and HearingUniversity of CanterburyChristchurchNew Zealand
- New Zealand Brain Research InstituteChristchurchNew Zealand
- Te Kāhu Roro Reo, New Zealand Institute of Language, Brain and BehaviourUniversity of CanterburyChristchurchNew Zealand
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Wiesman AI, Donhauser PW, Degroot C, Diab S, Kousaie S, Fon EA, Klein D, Baillet S. Aberrant neurophysiological signaling associated with speech impairments in Parkinson's disease. NPJ Parkinsons Dis 2023; 9:61. [PMID: 37059749 PMCID: PMC10104849 DOI: 10.1038/s41531-023-00495-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 03/16/2023] [Indexed: 04/16/2023] Open
Abstract
Difficulty producing intelligible speech is a debilitating symptom of Parkinson's disease (PD). Yet, both the robust evaluation of speech impairments and the identification of the affected brain systems are challenging. Using task-free magnetoencephalography, we examine the spectral and spatial definitions of the functional neuropathology underlying reduced speech quality in patients with PD using a new approach to characterize speech impairments and a novel brain-imaging marker. We found that the interactive scoring of speech impairments in PD (N = 59) is reliable across non-expert raters, and better related to the hallmark motor and cognitive impairments of PD than automatically-extracted acoustical features. By relating these speech impairment ratings to neurophysiological deviations from healthy adults (N = 65), we show that articulation impairments in patients with PD are associated with aberrant activity in the left inferior frontal cortex, and that functional connectivity of this region with somatomotor cortices mediates the influence of cognitive decline on speech deficits.
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Affiliation(s)
- Alex I Wiesman
- Montreal Neurological Institute, McGill University, 3801 Rue University, Montreal, QC, Canada
| | - Peter W Donhauser
- Montreal Neurological Institute, McGill University, 3801 Rue University, Montreal, QC, Canada
- Ernst Strüngmann Institute for Neuroscience, Frankfurt, Germany
| | - Clotilde Degroot
- Montreal Neurological Institute, McGill University, 3801 Rue University, Montreal, QC, Canada
| | - Sabrina Diab
- Department of Psychology, Université du Québec à Montréal, Montréal, QC, Canada
| | - Shanna Kousaie
- School of Psychology, University of Ottawa, Ottawa, ON, Canada
| | - Edward A Fon
- Montreal Neurological Institute, McGill University, 3801 Rue University, Montreal, QC, Canada
| | - Denise Klein
- Montreal Neurological Institute, McGill University, 3801 Rue University, Montreal, QC, Canada.
- Center for Research on Brain, Language and Music, McGill University, Montreal, QC, Canada.
| | - Sylvain Baillet
- Montreal Neurological Institute, McGill University, 3801 Rue University, Montreal, QC, Canada.
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Aldridge D, Cahill L, Theodoros D. Assessment of communication competence in acquired communication disorders: A systematic scoping review. INTERNATIONAL JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2023; 25:306-316. [PMID: 35473488 DOI: 10.1080/17549507.2022.2055142] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
PURPOSE Individuals with acquired communication disorders (ACDs) experience reduced ability to participate independently in activities of daily life, and maintain interpersonal relationships and psychosocial wellbeing. Communication interventions are designed to optimise communication competence in personally relevant everyday activities. However, the assessment tools speech-language pathologists (SLPs) typically utilise to evaluate communication competence in everyday life are not ideal. To explore the range and availability of assessments used in research to examine functional communication in adults with ACDs. METHOD Five databases (Medline, CINAHL, EMBASE, SCOPUS and PsycINFO) were searched to identify assessment or intervention studies evaluating functional communication in adults with ACDs. Functional communication tools utilised in each study were identified. Extracted tools were categorised according to type, target population, consideration of multimodal communication, person-specificity, consideration of context, availability, administration/analysis time and availability of normative/psychometric data. RESULT Forty functional communication assessment tools were included. Just over half the tools were performance-based (n = 25), examined different modes of communication (n = 26) and/or considered context (n = 23). Only 14 tools were person-specific. Many of the most comprehensive tools were out of print or considered excessively time consuming to administer and analyse. CONCLUSION A paucity of accessible, time-efficient yet comprehensive tools to assess functional communication in ACDs may limit clinical practice and client outcomes. More versatile functional communication assessments incorporating individualised contexts, and the use of modern communication technologies are recommended.
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Affiliation(s)
- Danielle Aldridge
- RECOVER Injury Research Centre, Surgical Treatment and Rehabilitation Service, The University of Queensland, Herston, Australia
| | - Louise Cahill
- RECOVER Injury Research Centre, Surgical Treatment and Rehabilitation Service, The University of Queensland, Herston, Australia
| | - Deborah Theodoros
- Faculty of Health and Behavioural Sciences, School of Health and Rehabilitation Science, The University of Queensland, St Lucia, Australia
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Carvalho de Abreu DC, Pieruccini-Faria F, Sarquis-Adamson Y, Black A, Fraser J, Van Ooteghem K, Cornish B, Grimes D, Jog M, Masellis M, Steeves T, Nanayakkara N, Ramirez J, Scott C, Holmes M, Ozzoude M, Berezuk C, Symons S, Mohammad Hassan Haddad S, Arnott SR, Binns M, Strother S, Beaton D, Sunderland K, Theyers A, Tan B, Zamyadi M, Levine B, Orange JB, Roberts AC, Lou W, Sujanthan S, Breen DP, Marras C, Kwan D, Adamo S, Peltsch A, Troyer AK, Black SE, McLaughlin PM, Lang AE, McIlroy W, Bartha R, Montero-Odasso M. White matter hyperintensity burden predicts cognitive but not motor decline in Parkinson's disease: results from the Ontario Neurodegenerative Diseases Research Initiative. Eur J Neurol 2023; 30:920-933. [PMID: 36692250 DOI: 10.1111/ene.15692] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 12/29/2022] [Indexed: 01/25/2023]
Abstract
BACKGROUND AND PURPOSE The pathophysiology of Parkinson's disease (PD) negatively affects brain network connectivity, and in the presence of brain white matter hyperintensities (WMHs) cognitive and motor impairments seem to be aggravated. However, the role of WMHs in predicting accelerating symptom worsening remains controversial. The objective was to investigate whether location and segmental brain WMH burden at baseline predict cognitive and motor declines in PD after 2 years. METHODS Ninety-eight older adults followed longitudinally from Ontario Neurodegenerative Diseases Research Initiative with PD of 3-8 years in duration were included. Percentages of WMH volumes at baseline were calculated by location (deep and periventricular) and by brain region (frontal, temporal, parietal, occipital lobes and basal ganglia + thalamus). Cognitive and motor changes were assessed from baseline to 2-year follow-up. Specifically, global cognition, attention, executive function, memory, visuospatial abilities and language were assessed as were motor symptoms evaluated using the Movement Disorder Society Unified Parkinson's Disease Rating Scale Part III, spatial-temporal gait variables, Freezing of Gait Questionnaire and Activities Specific Balance Confidence Scale. RESULTS Regression analysis adjusted for potential confounders showed that total and periventricular WMHs at baseline predicted decline in global cognition (p < 0.05). Also, total WMH burden predicted the decline of executive function (p < 0.05). Occipital WMH volumes also predicted decline in global cognition, visuomotor attention and visuospatial memory declines (p < 0.05). WMH volumes at baseline did not predict motor decline. CONCLUSION White matter hyperintensity burden at baseline predicted cognitive but not motor decline in early to mid-stage PD. The motor decline observed after 2 years in these older adults with PD is probably related to the primary neurodegenerative process than comorbid white matter pathology.
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Affiliation(s)
- Daniela Cristina Carvalho de Abreu
- Gait and Brain Lab, Division of Geriatric Medicine, and Lawson Health Research Institute, Parkwood Institute, University of Western Ontario, Ontario, London, Canada
- Department of Physical Therapy, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Frederico Pieruccini-Faria
- Gait and Brain Lab, Division of Geriatric Medicine, and Lawson Health Research Institute, Parkwood Institute, University of Western Ontario, Ontario, London, Canada
- Gait and Brain Laboratory, Lawson Health Research Institute, London, Ontario, Canada
| | | | - Alanna Black
- Gait and Brain Laboratory, Lawson Health Research Institute, London, Ontario, Canada
| | - Julia Fraser
- Neuroscience, Mobility and Balance Laboratory, Department of Kinesiology and Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Karen Van Ooteghem
- Neuroscience, Mobility and Balance Laboratory, Department of Kinesiology and Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Benjamin Cornish
- Neuroscience, Mobility and Balance Laboratory, Department of Kinesiology and Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - David Grimes
- Department of Medicine (Neurology), Ottawa Hospital Research Institute, University of Ottawa Brain and Mind Research Institute, Ottawa, Ontario, Canada
| | - Mandar Jog
- Division of Neurology, Department of Medicine, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Mario Masellis
- Cognitive and Movement Disorders Clinic, Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
- L.C. Campbell Cognitive Neurology Research Unit, Hurvitz Brain Sciences Program, Department of Medicine (Neurology), Sunnybrook Research Institute, Sunnybrook HSC, University of Toronto, Toronto, Ontario, Canada
| | - Thomas Steeves
- Division of Neurology, Department of Medicine, St Michael's Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Nuwan Nanayakkara
- Robarts Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Joel Ramirez
- L.C. Campbell Cognitive Neurology Research Unit, Hurvitz Brain Sciences Program, Department of Medicine (Neurology), Sunnybrook Research Institute, Sunnybrook HSC, University of Toronto, Toronto, Ontario, Canada
| | - Christopher Scott
- L.C. Campbell Cognitive Neurology Research Unit, Hurvitz Brain Sciences Program, Department of Medicine (Neurology), Sunnybrook Research Institute, Sunnybrook HSC, University of Toronto, Toronto, Ontario, Canada
| | - Melissa Holmes
- L.C. Campbell Cognitive Neurology Research Unit, Hurvitz Brain Sciences Program, Department of Medicine (Neurology), Sunnybrook Research Institute, Sunnybrook HSC, University of Toronto, Toronto, Ontario, Canada
| | - Miracle Ozzoude
- L.C. Campbell Cognitive Neurology Research Unit, Hurvitz Brain Sciences Program, Department of Medicine (Neurology), Sunnybrook Research Institute, Sunnybrook HSC, University of Toronto, Toronto, Ontario, Canada
| | - Courtney Berezuk
- L.C. Campbell Cognitive Neurology Research Unit, Hurvitz Brain Sciences Program, Department of Medicine (Neurology), Sunnybrook Research Institute, Sunnybrook HSC, University of Toronto, Toronto, Ontario, Canada
| | - Sean Symons
- L.C. Campbell Cognitive Neurology Research Unit, Hurvitz Brain Sciences Program, Department of Medicine (Neurology), Sunnybrook Research Institute, Sunnybrook HSC, University of Toronto, Toronto, Ontario, Canada
| | | | - Stephen R Arnott
- Rotman Research Institute at Baycrest Hospital University of Toronto, Toronto, Ontario, Canada
| | - Malcolm Binns
- Rotman Research Institute at Baycrest Hospital University of Toronto, Toronto, Ontario, Canada
| | - Stephen Strother
- Rotman Research Institute at Baycrest Hospital University of Toronto, Toronto, Ontario, Canada
| | - Derek Beaton
- Rotman Research Institute at Baycrest Hospital University of Toronto, Toronto, Ontario, Canada
| | - Kelly Sunderland
- Rotman Research Institute at Baycrest Hospital University of Toronto, Toronto, Ontario, Canada
| | - Athena Theyers
- Rotman Research Institute at Baycrest Hospital University of Toronto, Toronto, Ontario, Canada
| | - Brian Tan
- Rotman Research Institute at Baycrest Hospital University of Toronto, Toronto, Ontario, Canada
| | - Mojdeh Zamyadi
- Rotman Research Institute at Baycrest Hospital University of Toronto, Toronto, Ontario, Canada
| | - Brian Levine
- Rotman Research Institute at Baycrest Hospital University of Toronto, Toronto, Ontario, Canada
| | - Joseph B Orange
- School of Communication Sciences and Disorders, Faculty of Health Sciences, Canadian Centre for Activity and Aging, Western University, London, Ontario, Canada
| | - Angela C Roberts
- School of Communication Sciences and Disorders, Faculty of Health Sciences, Canadian Centre for Activity and Aging, Western University, London, Ontario, Canada
- Department of Computer Science, Western University, London, Ontario, Canada
| | - Wendy Lou
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Sujeevini Sujanthan
- Department of Ophthalmology and Visual Sciences, Research Institute of the McGill University Health Center, Montreal, Quebec, Canada
| | - David P Breen
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
- Anne Rowling Regenerative Neurology Clinic, University of Edinburgh, Edinburgh, UK
- Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, UK
| | - Connie Marras
- Edmond J Safra Program in Parkinson's Disease, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Donna Kwan
- Centre for Neuroscience Studies, Queen's University, Kingston, Ontario, Canada
| | - Sabrina Adamo
- Graduate Department of Psychological Clinical Science, University of Toronto Scarborough, Toronto, Ontario, Canada
| | - Alicia Peltsch
- Faculty of Engineering and Applied Science, Queen's University, Kingston, Ontario, Canada
| | - Angela K Troyer
- Neuropsychology and Cognitive Health Program, Baycrest Health Sciences, Department of Psychology, University of Toronto, Toronto, Ontario, Canada
| | - Sandra E Black
- L.C. Campbell Cognitive Neurology Research Unit, Hurvitz Brain Sciences Program, Department of Medicine (Neurology), Sunnybrook Research Institute, Sunnybrook HSC, University of Toronto, Toronto, Ontario, Canada
| | | | - Anthony E Lang
- Division of Neurology, Department of Medicine, Edmond J Safra Program in Parkinson's Disease and Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - William McIlroy
- Neuroscience, Mobility and Balance Laboratory, Department of Kinesiology and Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Robert Bartha
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, Robarts Research Institute, Western University, London, Canada
| | | | - Manuel Montero-Odasso
- Gait and Brain Lab, Division of Geriatric Medicine, and Lawson Health Research Institute, Parkwood Institute, University of Western Ontario, Ontario, London, Canada
- Gait and Brain Laboratory, Lawson Health Research Institute, London, Ontario, Canada
- Division of Geriatric Medicine, Department of Medicine, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
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Novakova L, Gajdos M, Markova J, Martinkovicova A, Kosutzka Z, Svantnerova J, Valkovic P, Csefalvay Z, Rektorova I. Language impairment in Parkinson’s disease: fMRI study of sentence reading comprehension. Front Aging Neurosci 2023; 15:1117473. [PMID: 36967818 PMCID: PMC10033839 DOI: 10.3389/fnagi.2023.1117473] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 02/27/2023] [Indexed: 03/11/2023] Open
Abstract
Parkinson’s disease (PD) affects the language processes, with a significant impact on the patients’ daily communication. We aimed to describe specific alterations in the comprehension of syntactically complex sentences in patients with PD (PwPD) as compared to healthy controls (HC) and to identify the neural underpinnings of these deficits using a functional connectivity analysis of the striatum. A total of 20 patients PwPD and 15 HC participated in the fMRI study. We analyzed their performance of a Test of sentence comprehension (ToSC) adjusted for fMRI. A task-dependent functional connectivity analysis of the striatum was conducted using the psychophysiological interaction method (PPI). On the behavioral level, the PwPD scored significantly lower (mean ± sd: 77.3 ± 12.6) in the total ToSC score than the HC did (mean ± sd: 86.6 ± 8.0), p = 0.02, and the difference was also significant specifically for sentences with a non-canonical word order (PD-mean ± sd: 69.9 ± 14.1, HC-mean ± sd: 80.2 ± 11.5, p = 0.04). Using PPI, we found a statistically significant difference between the PwPD and the HC in connectivity from the right striatum to the supplementary motor area [SMA, (4 8 53)] for non-canonical sentences. This PPI connectivity was negatively correlated with the ToSC accuracy of non-canonical sentences in the PwPD. Our results showed disturbed sentence reading comprehension in the PwPD with altered task-dependent functional connectivity from the right striatum to the SMA, which supports the synchronization of the temporal and sequential aspects of language processing. The study revealed that subcortical-cortical networks (striatal-frontal loop) in PwPD are compromised, leading to impaired comprehension of syntactically complex sentences.
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Affiliation(s)
- Lubomira Novakova
- Brain and Mind Research, Central European Institute of Technology, Masaryk University, Brno, Czechia
| | - Martin Gajdos
- Brain and Mind Research, Central European Institute of Technology, Masaryk University, Brno, Czechia
| | - Jana Markova
- Department of Communication Disorders, Faculty of Education, Comenius University, Bratislava, Slovakia
| | - Alice Martinkovicova
- Second Department of Neurology, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | - Zuzana Kosutzka
- Second Department of Neurology, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | - Jana Svantnerova
- Second Department of Neurology, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | - Peter Valkovic
- Second Department of Neurology, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | - Zsolt Csefalvay
- Department of Communication Disorders, Faculty of Education, Comenius University, Bratislava, Slovakia
| | - Irena Rektorova
- Brain and Mind Research, Central European Institute of Technology, Masaryk University, Brno, Czechia
- *Correspondence: Irena Rektorova,
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Coundouris SP, von Hippel C, Lehn AC, Henry JD. The antecedents and consequences of stereotype threat in Parkinson's disease. BRITISH JOURNAL OF CLINICAL PSYCHOLOGY 2023; 62:1-9. [PMID: 36124953 PMCID: PMC10087132 DOI: 10.1111/bjc.12390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 09/05/2022] [Indexed: 11/29/2022]
Abstract
OBJECTIVE The aim of this study was to examine what factors make people with Parkinson's disease more susceptible to stereotype threat (i.e., the concern of being evaluated in line with negative group-based stereotypes) and the clinical consequences of this. METHOD Forty-nine people with Parkinson's disease completed a measure of stereotype threat, as well as measures that indexed potential antecedents and clinical consequences of stereotype threat. RESULTS Younger age and greater communication difficulties emerged as significant predictors of stereotype threat. Higher stereotype threat was also associated with increased emotional distress. CONCLUSIONS These findings are an important first step in understanding stereotype threat in Parkinson's disease and may help to guide the development of intervention and educational efforts aimed at countering its effects.
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Affiliation(s)
| | | | - Alexander C. Lehn
- Department of NeurologyPrincess Alexandra HospitalWoolloongabbaQueenslandAustralia
- The University of Queensland Princess Alexandra Hospital Clinical SchoolWoolloongabbaQueenslandAustralia
| | - Julie D. Henry
- School of PsychologyThe University of QueenslandBrisbaneQueenslandAustralia
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Pérez-Sánchez MDC, González-Nosti M, Cuetos F, Álvarez-Cañizo M. Reading fluency in Spanish patients with Parkinson's disease: A reading prosody examination. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2023; 58:357-375. [PMID: 36269041 DOI: 10.1111/1460-6984.12793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 09/07/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND The expressiveness during reading is essential for a fluent reading. Reading prosody has been scarcely studied in an experimental manner, owing to the difficulties in taking objective and direct measures of this reading skill. However, new technologies development has made it possible to analyse reading prosody in an experimental way. Prosodic patterns may vary, not being the same at the beginning of the reading learning process as in adulthood. They may also be altered in disorders such as dyslexia, but little is known about the prosodic characteristics and reading fluency of people with neurodegenerative diseases that cause language impairment, such as Parkinson's disease (PD). AIMS The aim of this work was to study reading fluency in PD considering the prosodic characteristics of its reading. METHODS & PROCEDURES The participants were 31 Spanish adults with PD and 31 healthy controls, aged 59-88 years. Two experimental texts were designed that included declarative, interrogative, and exclamatory sentences and experimental verbs and nouns. The manipulability level of the nouns and the motor content of the verbs were considered. The reading of the participants was recorded and analysed with Praat software. OUTCOMES & RESULTS A longer reading duration and a greater number of pauses, especially in verbs, were found in the PD group, which also showed less pitch variation than the control group in the experimental sentences. The control group showed a big initial rise in declarative and interrogative sentences, as well as a stronger final declination in declarative and exclamatory ones, when compared to the PD group. CONCLUSIONS & IMPLICATIONS The use of experimental methodologies for the analysis of reading fluency allows learning more about the prosodic characteristics of people with different pathologies, such as PD. Scarce pitch variability found in the analysis, together with the great number of pauses and the longer reading duration, leads to poorly expressive reading, which compromises fluency in PD. The exhaustive evaluation of the reading fluency of PD patients will make it possible to design more complete assessment methods that will favour the diagnosis and early detection of this pathology. WHAT THIS STUDY ADDS What is already known on this subject • The speech of people with Parkinson's disease (PD) is often impaired by the appearance of hypokinetic dysarthria. The language of people with PD is usually affected with the progression of the disease, with lexico-semantic impairment which mainly affects verbs. Previous literature on reading fluency in PD usually considers reading speed and accuracy, neglecting prosody. Other neurodegenerative diseases with language impairment, such as Alzheimer's disease, commonly cause reading fluency problems. What this paper adds to existing knowledge • This study provides direct and objective measures of the reading fluency (speed, accuracy and prosody) in patients with PD, by the design of experimental texts. Reading fluency characteristics were found to be altered in these patients, especially in pitch variations and reading duration. The reading of Parkinson's patients showed a more flattened pitch. In addition, a greater number of pauses and longer reading durations were also found in the reading of verbs compared to the control group. What are the potential or actual clinical implications of this work? • The use of experimentally created texts makes it possible to analyse the influence of different psycholinguistic variables (frequency, length, motor content, manipulability) on reading fluency, and how the processing of these stimuli could be affected in PD. The objective analysis of the reading fluency characteristics in PD allows the design of more specific evaluation and diagnostic tasks. More complete assessment methods may allow the early detection of the disease. In the same way, it may favour a differential diagnosis with other neurodegenerative diseases.
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Chu Y, Hirst WD, Kordower JH. Mixed pathology as a rule, not exception: Time to reconsider disease nosology. HANDBOOK OF CLINICAL NEUROLOGY 2023; 192:57-71. [PMID: 36796948 DOI: 10.1016/b978-0-323-85538-9.00012-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
Abstract
Parkinson's disease is a progressive neurodegenerative disorder that is associated with motor and nonmotor symptoms. Accumulation of misfolded α-synuclein is considered a key pathological feature during disease initiation and progression. While clearly deemed a synucleinopathy, the development of amyloid-β plaques, tau-containing neurofibrillary tangles, and even TDP-43 protein inclusions occur within the nigrostriatal system and in other brain regions. In addition, inflammatory responses, manifested by glial reactivity, T-cell infiltration, and increased expression of inflammatory cytokines, plus other toxic mediators derived from activated glial cells, are currently recognized as prominent drivers of Parkinson's disease pathology. However, copathologies have increasingly been recognized as the rule (>90%) and not the exception, with Parkinson's disease cases on average exhibiting three different copathologies. While microinfarcts, atherosclerosis, arteriolosclerosis, and cerebral amyloid angiopathy may have an impact on disease progression, α-synuclein, amyloid-β, and TDP-43 pathology do not seem to contribute to progression.
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Affiliation(s)
- Yaping Chu
- ASU-Banner Neurodegenerative Disease Research Center, Arizona State University, Tempe, AZ, United States
| | - Warren D Hirst
- Neurodegenerative Diseases Research Unit, Biogen, Boston, MA, United States
| | - Jeffrey H Kordower
- ASU-Banner Neurodegenerative Disease Research Center, Arizona State University, Tempe, AZ, United States.
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Weiss AR, Korzeniewska A, Chrabaszcz A, Bush A, Fiez JA, Crone NE, Richardson RM. Lexicality-Modulated Influence of Auditory Cortex on Subthalamic Nucleus During Motor Planning for Speech. NEUROBIOLOGY OF LANGUAGE (CAMBRIDGE, MASS.) 2023; 4:53-80. [PMID: 37229140 PMCID: PMC10205077 DOI: 10.1162/nol_a_00086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 10/18/2022] [Indexed: 05/27/2023]
Abstract
Speech requires successful information transfer within cortical-basal ganglia loop circuits to produce the desired acoustic output. For this reason, up to 90% of Parkinson's disease patients experience impairments of speech articulation. Deep brain stimulation (DBS) is highly effective in controlling the symptoms of Parkinson's disease, sometimes alongside speech improvement, but subthalamic nucleus (STN) DBS can also lead to decreases in semantic and phonological fluency. This paradox demands better understanding of the interactions between the cortical speech network and the STN, which can be investigated with intracranial EEG recordings collected during DBS implantation surgery. We analyzed the propagation of high-gamma activity between STN, superior temporal gyrus (STG), and ventral sensorimotor cortices during reading aloud via event-related causality, a method that estimates strengths and directionalities of neural activity propagation. We employed a newly developed bivariate smoothing model based on a two-dimensional moving average, which is optimal for reducing random noise while retaining a sharp step response, to ensure precise embedding of statistical significance in the time-frequency space. Sustained and reciprocal neural interactions between STN and ventral sensorimotor cortex were observed. Moreover, high-gamma activity propagated from the STG to the STN prior to speech onset. The strength of this influence was affected by the lexical status of the utterance, with increased activity propagation during word versus pseudoword reading. These unique data suggest a potential role for the STN in the feedforward control of speech.
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Affiliation(s)
- Alexander R. Weiss
- JHU Cognitive Neurophysiology and BMI Lab, Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Anna Korzeniewska
- JHU Cognitive Neurophysiology and BMI Lab, Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Anna Chrabaszcz
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Alan Bush
- Brain Modulation Lab, Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Julie A. Fiez
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Communication Science and Disorders, University of Pittsburgh, Pittsburgh, PA, USA
- University of Pittsburgh Brain Institute, Pittsburgh, PA, USA
| | - Nathan E. Crone
- JHU Cognitive Neurophysiology and BMI Lab, Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Robert M. Richardson
- Brain Modulation Lab, Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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Rapid Interactions of Widespread Brain Networks Characterize Semantic Cognition. J Neurosci 2023; 43:142-154. [PMID: 36384679 PMCID: PMC9838707 DOI: 10.1523/jneurosci.0529-21.2022] [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: 03/12/2021] [Revised: 10/25/2022] [Accepted: 10/31/2022] [Indexed: 11/17/2022] Open
Abstract
Language comprehension requires the rapid retrieval and integration of contextually appropriate concepts ("semantic cognition"). Current neurobiological models of semantic cognition are limited by the spatial and temporal restrictions of single-modality neuroimaging and lesion approaches. This is a major impediment given the rapid sequence of processing steps that have to be coordinated to accurately comprehend language. Through the use of fused functional magnetic resonance imaging and electroencephalography analysis in humans (n = 26 adults; 15 females), we elucidate a temporally and spatially specific neurobiological model for real-time semantic cognition. We find that semantic cognition in the context of language comprehension is supported by trade-offs between widespread neural networks over the course of milliseconds. Incorporation of spatial and temporal characteristics, as well as behavioral measures, provide convergent evidence for the following progression: a hippocampal/anterior temporal phonological semantic retrieval network (peaking at ∼300 ms after the sentence final word); a frontotemporal thematic semantic network (∼400 ms); a hippocampal memory update network (∼500 ms); an inferior frontal semantic syntactic reappraisal network (∼600 ms); and nodes of the default mode network associated with conceptual coherence (∼750 ms). Additionally, in typical adults, mediatory relationships among these networks are significantly predictive of language comprehension ability. These findings provide a conceptual and methodological framework for the examination of speech and language disorders, with additional implications for the characterization of cognitive processes and clinical populations in other cognitive domains.SIGNIFICANCE STATEMENT The present study identifies a real-time neurobiological model of the meaning processes required during language comprehension (i.e., "semantic cognition"). Using a novel application of fused magnetic resonance imaging and electroencephalography in humans, we found that semantic cognition during language comprehension is supported by a rapid progression of widespread neural networks related to meaning, meaning integration, memory, reappraisal, and conceptual cohesion. Relationships among these systems were predictive of individuals' language comprehension efficiency. Our findings are the first to use fused neuroimaging analysis to elucidate language processes. In so doing, this study provides a new conceptual and methodological framework in which to characterize language processes and guide the treatment of speech and language deficits/disorders.
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Andrade EIN, Manxhari C, Smith KM. Pausing before verb production is associated with mild cognitive impairment in Parkinson's disease. Front Hum Neurosci 2023; 17:1102024. [PMID: 37113321 PMCID: PMC10126398 DOI: 10.3389/fnhum.2023.1102024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 03/22/2023] [Indexed: 04/29/2023] Open
Abstract
Background Cognitive dysfunction and communication impairment are common and disabling symptoms in Parkinson's Disease (PD). Action verb deficits occur in PD, but it remains unclear if these impairments are related to motor system dysfunction and/or cognitive decline. The objective of our study was to evaluate relative contributions of cognitive and motor dysfunction to action verb production in naturalistic speech of patients with PD. We proposed that pausing before action-related language is associated with cognitive dysfunction and may serve as a marker of mild cognitive impairment in PD. Method Participants with PD (n = 92) were asked to describe the Cookie Theft picture. Speech files were transcribed, segmented into utterances, and verbs classified as action or non-action (auxiliary). We measured silent pauses before verbs and before utterances containing verbs of different classes. Cognitive assessment included Montreal Cognitive Assessment (MoCA) and neuropsychological tests to categorize PD participants as normal cognition (PD-NC) or mild cognitive impairment (PD-MCI) based on Movement Disorders Society (MDS) Task Force Tier II criteria. Motor symptoms were assessed using MDS-UPDRS. We performed Wilcoxon rank sum tests to identify differences in pausing between PD-NC and PD-MCI. Logistic regression models using PD-MCI as dependent variables were used to evaluate the association between pause variables and cognitive status. Results Participants with PD-MCI demonstrated more pausing before and within utterances compared to PD-NC, and the duration of these pauses were correlated with MoCA but not motor severity (MDS-UPDRS). Logistic regression models demonstrated that pauses before action utterances were associated with PD-MCI status, whereas pauses before non-action utterances were not significantly associated with cognitive diagnosis. Conclusion We characterized pausing patterns in spontaneous speech in PD-MCI, including analysis of pause location with respect to verb class. We identified associations between cognitive status and pausing before utterances containing action verbs. Evaluation of verb-related pauses may be developed into a potentially powerful speech marker tool to detect early cognitive decline in PD and better understand linguistic dysfunction in PD.
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Affiliation(s)
| | - Christina Manxhari
- Department of Neurology, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Kara M. Smith
- Department of Neurology, University of Massachusetts Chan Medical School, Worcester, MA, United States
- NeuroNexus Institute, University of Massachusetts Chan Medical School, Worcester, MA, United States
- *Correspondence: Kara M. Smith,
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Steinbach MJ, Campbell RW, DeVore BB, Harrison DW. Laterality in Parkinson's disease: A neuropsychological review. APPLIED NEUROPSYCHOLOGY. ADULT 2023; 30:126-140. [PMID: 33844619 DOI: 10.1080/23279095.2021.1907392] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Laterality of motor symptom onset in Parkinson's disease is both well-known and under-appreciated. Treatment of disorders that have asymmetric pathological features, such as stroke and epilepsy, demonstrate the importance of incorporating hemispheric lateralization and specialization into therapy and care planning. These practices could theoretically extend to Parkinson's disease, providing increased diagnostic accuracy and improved treatment outcomes. Additionally, while motor symptoms have generally received the majority of attention, non-motor features (e.g., autonomic dysfunction) also decrease quality of life and are influenced by asymmetrical neurodegeneration. Due to the laterality of cognitive and behavioral processes in the two brain hemispheres, analysis of hemibody side of onset can potentially give insight into expected symptom profile of the patient and allow for increased predictive accuracy of disease progression and outcome, thus opening the door to personalized and improved therapy in treating Parkinson's disease patients. This review discusses motor and non-motor symptoms (namely autonomic, sensory, emotional, and cognitive dysfunction) of Parkinson's disease in respect to hemispheric lateralization from a theoretical perspective in hopes of providing a framework for future research and personalized treatment.
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Zhu Y, Li S, Lai H, Mo L, Tan C, Liu X, Deng F, Chen L. Effects of Anti-Parkinsonian Drugs on Verbal Fluency in Patients with Parkinson's Disease: A Network Meta-Analysis. Brain Sci 2022; 12:1496. [PMID: 36358422 PMCID: PMC9688928 DOI: 10.3390/brainsci12111496] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 10/24/2022] [Accepted: 11/02/2022] [Indexed: 06/06/2024] Open
Abstract
Verbal fluency impairment is common in patients with Parkinson's disease (PD), but the effect of drugs on verbal fluency in PD patients has not been comprehensively evaluated. We conducted a network meta-analysis based on four online databases to compare the effect of drugs on verbal fluency in PD patients. This study was performed and reported according to PRISMA-NMA guidelines. In total, 6 out of 3707 articles (three RCTS and three cross-sectional studies) covering eight drug regimens were included (five for letter fluency, five for semantic fluency). In terms of letter fluency, the ranking of the overall efficacy of included drug regimens was: levodopa, levodopa combined with pramipexole, rotigotine, cabergoline, pramipexole, pergolide, but no drug regimen presented a significant advantage over the others. In terms of semantic fluency, the ranking of the overall efficacy of included drug regimens was: rotigotine, levodopa, cabergoline, pergolide, pramipexole, among which, levodopa alone (SMD = 0.93, 95%CI: 0.28-1.59) and rotigotine alone (SMD = 1.18, 95%CI: 0.28-2.09) were statistically superior to pramipexole, while no significant difference was identified between all the other drug regimens. Levodopa and rotigotine seem to be more appropriate choices for PD patients with verbal fluency impairment. Further study is needed to illustrate the efficacy of drugs on verbal fluency in PD patients.
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Affiliation(s)
| | | | | | | | | | | | - Fen Deng
- Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China
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Sanchez-Luengos I, Lucas-Jiménez O, Ojeda N, Peña J, Gómez-Esteban JC, Gómez-Beldarrain MÁ, Vázquez-Picón R, Foncea-Beti N, Ibarretxe-Bilbao N. Predictors of health-related quality of life in Parkinson's disease: the impact of overlap between health-related quality of life and clinical measures. Qual Life Res 2022; 31:3241-3252. [PMID: 35842497 PMCID: PMC9546987 DOI: 10.1007/s11136-022-03187-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/28/2022] [Indexed: 12/01/2022]
Abstract
PURPOSE This study aimed to determine predictors of health-related quality of life (HRQoL) in Parkinson's disease (PD) and to explore their predictive value before and after controlling overlapping items between HRQoL and clinical variables. METHODS One hundred and eight PD patients underwent motor, anxiety, depression, apathy, fatigue, and neurocognition assessment. HRQoL was assessed by the Parkinson's Disease Questionnaire-39 (PDQ-39). In order to determine predictors of HRQoL in PD, stepwise multiple regression analyses were performed in two ways: before and after removing the emotional well-being dimension from PDQ-39 to control the overlap between depression and anxiety, and HRQoL. RESULTS HRQoL total index was predicted by anxiety, fatigue, motor symptoms, and depression, explaining 26.9%, 7.2%, 2.8%, and 1.9% of the variance. However, after removing overlapping items, HRQoL total index was predicted by fatigue (16.5%), anxiety (6.1%), motor symptoms (3.9%), and neurocognition (2.5%), but not depression. Regarding HRQoL dimensions, mobility and activities of daily living were predicted by fatigue (19.7% and 5%) and UPDRS-III (4% and 10.2%); emotional well-being by fatigue (7.9%); social support by anxiety (12.2%) and UPDRS-III (8.6%); communication by neurocognition (5.3%) and UPDRS-III (3.4%); cognition by anxiety (10.6%) and bodily discomfort by anxiety (23%) and fatigue (4.1%). CONCLUSION These findings showed the importance of identifying and controlling overlapping items of HRQoL and clinical measures to perform an accurate interpretation. HRQoL dimensions showed different predictors before and after controlling the overlap. Based on these results fatigue, anxiety, motor symptoms, and neurocognition, but not depression are the main predictors of HRQoL in PD patients.
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Affiliation(s)
| | - Olaia Lucas-Jiménez
- Department of Psychology, Faculty of Health Sciences, University of Deusto, Bilbao, Spain
| | - Natalia Ojeda
- Department of Psychology, Faculty of Health Sciences, University of Deusto, Bilbao, Spain
| | - Javier Peña
- Department of Psychology, Faculty of Health Sciences, University of Deusto, Bilbao, Spain
| | | | | | | | - Nerea Foncea-Beti
- Department of Neurology, Hospital of Galdakao, Galdakao-Usansolo, Spain
| | - Naroa Ibarretxe-Bilbao
- Department of Psychology, Faculty of Health Sciences, University of Deusto, Bilbao, Spain
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Ngo QC, Motin MA, Pah ND, Drotár P, Kempster P, Kumar D. Computerized analysis of speech and voice for Parkinson's disease: A systematic review. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022; 226:107133. [PMID: 36183641 DOI: 10.1016/j.cmpb.2022.107133] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2022] [Revised: 09/13/2022] [Accepted: 09/13/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND AND OBJECTIVE Speech impairment is an early symptom of Parkinson's disease (PD). This study has summarized the literature related to speech and voice in detecting PD and assessing its severity. METHODS A systematic review of the literature from 2010 to 2021 to investigate analysis methods and signal features. The keywords "Automatic analysis" in conjunction with "PD speech" or "PD voice" were used, and the PubMed and ScienceDirect databases were searched. A total of 838 papers were found on the first run, of which 189 were selected. One hundred and forty-seven were found to be suitable for the review. The different datasets, recording protocols, signal analysis methods and features that were reported are listed. Values of the features that separate PD patients from healthy controls were tabulated. Finally, the barriers that limit the wide use of computerized speech analysis are discussed. RESULTS Speech and voice may be valuable markers for PD. However, large differences between the datasets make it difficult to compare different studies. In addition, speech analytic methods that are not informed by physiological understanding may alienate clinicians. CONCLUSIONS The potential usefulness of speech and voice for the detection and assessment of PD is confirmed by evidence from the classification and correlation results.
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Affiliation(s)
| | - Mohammod Abdul Motin
- Biosignals Lab, RMIT University, Melbourne, Australia; Department of Electrical & Electronic Engineering, Rajshahi University of Engineering & Technology, Rajshahi 6204, Bangladesh
| | - Nemuel Daniel Pah
- Biosignals Lab, RMIT University, Melbourne, Australia; Universitas Surabaya, Indonesia
| | - Peter Drotár
- Intelligent Information Systems Lab, Technical University of Kosice, Letna 9, 42001, Kosice, Slovakia
| | - Peter Kempster
- Neurosciences Department, Monash Health, Clayton, VIC, Australia; Department of Medicine, School of Clinical Sciences, Monash University, Clayton, VIC, Australia
| | - Dinesh Kumar
- Biosignals Lab, RMIT University, Melbourne, Australia.
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Specific pattern of linguistic impairment in Parkinson's disease patients with subjective cognitive decline and mild cognitive impairment predicts dementia. J Int Neuropsychol Soc 2022:1-9. [PMID: 36226685 DOI: 10.1017/s1355617722000571] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Parkinson's disease patients with subjective cognitive decline (PD-SCD) and mild cognitive impairment (PD-MCI) have an increased risk of dementia (PDD). Thus, the identification of early cognitive changes that can be useful predictors of PDD is a highly relevant challenge. Posterior cortically based functions, including linguistic processes, have been associated with PDD. However, investigations that have focused on linguistic functions in PD-MCI are scarce and none of them include PD-SCD patients. Our aim was to study language performance in PD-SCD and PD-MCI. Moreover, language subcomponents were considered as predictors of PDD. METHOD Forty-six PD patients and twenty controls were evaluated with a neuropsychological protocol. Patients were classified as PD-SCD and PD-MCI. Language production and comprehension was assessed. Follow-up assessment was conducted to a mean of 7.5 years after the baseline. RESULTS PD-MCI patients showed a poor performance in naming (actions and nouns), action generation, anaphora resolution and sentence comprehension (with and without center-embedded relative clause). PD-SCD showed a poor performance in action naming and action generation. Deficit in action naming was an independent risk factor for PDD during the follow-up. Moreover, the combination of deficit in action words and sentence comprehension without a center-embedded relative clause was associated with a greater risk. CONCLUSIONS The results are of relevance because they suggest that a specific pattern of linguistic dysfunctions, that can be present even in the early stages of the disease, can predict future dementia, reinforcing the importance of advancing in the knowledge of linguistic dysfunctions in predementia stages of PD.
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Caballero JA, Auclair Ouellet N, Phillips NA, Pell MD. Social decision-making in Parkinson's disease. J Clin Exp Neuropsychol 2022; 44:302-315. [PMID: 35997248 DOI: 10.1080/13803395.2022.2112554] [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: 10/15/2022]
Abstract
INTRODUCTION Parkinson's Disease (PD) commonly affects cognition and communicative functions, including the ability to perceive socially meaningful cues from nonverbal behavior and spoken language (e.g., a speaker's tone of voice). However, we know little about how people with PD use social information to make decisions in daily interactions (e.g., decisions to trust another person) and whether this ability rests on intact cognitive functions and executive/decision-making abilities in nonsocial domains. METHOD Non-demented adults with and without PD were presented utterances that conveyed differences in speaker confidence or politeness based on the way that speakers formulated their statement and their tone of voice. Participants had to use these speech-related cues to make trust-related decisions about interaction partners while playing the Trust Game. Explicit measures of social perception, nonsocial decision-making, and related cognitive abilities were collected. RESULTS Individuals with PD displayed significant differences from control participants in social decision-making; for example, they showed greater trust in game partners whose voice sounded confident and who explicitly stated that they would cooperate with the participant. The PD patients displayed relative intact social perception (speaker confidence or politeness ratings) and were unimpaired on a nonsocial decision-making task (the Dice game). No obvious relationship emerged between measures of social perception, social decision-making, or cognitive functioning in the PD sample. CONCLUSIONS Results provide evidence of alterations in decision-making restricted to social contexts in PD individuals with relatively preserved cognition with minimal changes in social perception. Researchers and practitioners interested in how PD affects social perception and cognition should include assessments that emulate social interactions, as non-interactive tasks may fail to detect the full impact of the disease on those affected.
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Affiliation(s)
- Jonathan A Caballero
- School of Communication Sciences and Disorders, McGill University, Montreal, Quebec, Canada.,Centre for Research on Brain, Language, and Music, McGill University, Montreal, Quebec, Canada
| | - Noémie Auclair Ouellet
- School of Communication Sciences and Disorders, McGill University, Montreal, Quebec, Canada.,Centre for Research on Brain, Language, and Music, McGill University, Montreal, Quebec, Canada.,Social Research and Demonstration Corporation, Ottawa, Ontario, Canada
| | - Natalie A Phillips
- Centre for Research on Brain, Language, and Music, McGill University, Montreal, Quebec, Canada.,Department of Psychology, Concordia University, Montreal, Quebec, Canada
| | - Marc D Pell
- School of Communication Sciences and Disorders, McGill University, Montreal, Quebec, Canada.,Centre for Research on Brain, Language, and Music, McGill University, Montreal, Quebec, Canada
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Rogalski Y, Key-DeLyria SE, Hazamy A, Altmann LJP. Global Coherence and Cognition in Parkinson's Disease. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2022; 65:2962-2977. [PMID: 35930682 PMCID: PMC9911095 DOI: 10.1044/2022_jslhr-21-00442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 01/31/2022] [Accepted: 05/05/2022] [Indexed: 06/15/2023]
Abstract
PURPOSE This study compared global coherence (GC) in individuals with Parkinson's disease (PD) to a healthy older adult (HOA) group during single (sitting) and dual (stationary cycling) tasks. Additionally, it explored the relationship between GC and cognition in PD. METHOD Thirty-seven individuals with PD and 19 HOAs participated in the prospective, cross-sectional study. Participants completed discourse monologues elicited using published prompts while seated and while pedaling a stationary bicycle. Four rating levels of GC were analyzed (GC1 = no relationship to the topic, GC2 = remote relationship, GC3 = conditional relationship, and GC4 = complete relationship) using a published protocol with good interrater reliability and test-retest stability. Participants completed a battery of cognitive tasks, from which four latent factors were extracted: processing speed, working memory, inhibition, and updating. RESULTS Linear mixed modeling identified significant effects of GC level and GC level interactions with group, processing speed, and inhibition. The Group × GC Level interaction reflected that the PD group had a higher proportion of GC2 and GC1 utterances and fewer GC4 utterances than the HOA group. No differences between single and dual task conditions were found. Faster speed of processing predicted more GC4 utterances, whereas slower speed of processing predicted more G1 utterances. Better inhibition predicted fewer GC2 utterances. Group also predicted GC4 and GC2 proportions. CONCLUSIONS Individuals with PD experienced greater difficulties with GC than HOAs. Processing speed and inhibition contributed significantly to GC across groups. Analysis of GC should be considered an informative addition to assessment of communicative effectiveness in PD. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.20416056.
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Affiliation(s)
- Yvonne Rogalski
- Department of Speech-Language Pathology and Audiology, Ithaca College, NY
| | | | - Audrey Hazamy
- Department of Communication Arts, Sciences, and Disorders, Brooklyn College, NY
| | - Lori J P Altmann
- Department of Speech, Language, and Hearing Sciences, University of Florida, Gainesville
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Wylie K, Carrier HM, Loftus AM, Thilakaratne R, Cocks N. Barriers and Facilitators to Conversation: A Qualitative Exploration of the Experiences of People with Parkinson’s and Their Close Communication Partners. Brain Sci 2022; 12:brainsci12070944. [PMID: 35884750 PMCID: PMC9321478 DOI: 10.3390/brainsci12070944] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 07/06/2022] [Accepted: 07/13/2022] [Indexed: 11/02/2022] Open
Abstract
Conversations are an important part of our daily lives, enabling us to interact with others and participate in a range of activities. For people with Parkinson’s, conversation can be challenging when communication is impacted. This qualitative exploratory study investigated the experiences of people with Parkinson’s and their close communication partners in conversations. The study explored influences on conversational participation, considering perceived barriers and facilitators to participation in conversation for people with Parkinson’s. Interviews were conducted with eight dyads, with participants interviewed both jointly and separately (24 interviews). Five themes revealed that conversation appears to be influenced not only by the communication skills of the person with Parkinson’s, but also by factors associated with the communication partner, the complex nature of conversations, the communication environment, and the impact of experience in shaping participation in conversation. Specific barriers and facilitators to conversational participation were identified. This study offers important insight into the lived experience of people with Parkinson’s affected by communication difficulties. The findings support the notion that it is more than simply the communication skills of the person with Parkinson’s that influence conversations. It is important that other factors influencing conversational success should be included in interventions supporting communication for people with Parkinson’s.
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Affiliation(s)
- Karen Wylie
- School of Allied Health, Curtin University, P.O. Box U1987, Perth, WA 6845, Australia; (A.M.L.); (R.T.); (N.C.)
- School of Biomedical and Allied Health Sciences, University of Ghana, Legon, Accra P.O. Box LG 25, Ghana
- Correspondence: ; Tel.: +61-8-92664908
| | | | - Andreas M. Loftus
- School of Allied Health, Curtin University, P.O. Box U1987, Perth, WA 6845, Australia; (A.M.L.); (R.T.); (N.C.)
| | - Ramishka Thilakaratne
- School of Allied Health, Curtin University, P.O. Box U1987, Perth, WA 6845, Australia; (A.M.L.); (R.T.); (N.C.)
- Rocky Bay, P.O. Box 53, Mosman Park, WA 6912, Australia
| | - Naomi Cocks
- School of Allied Health, Curtin University, P.O. Box U1987, Perth, WA 6845, Australia; (A.M.L.); (R.T.); (N.C.)
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