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Marcrum SC, Rakita L, Picou EM. Effect of Sound Genre on Emotional Responses for Adults With and Without Hearing Loss. Ear Hear 2025; 46:34-43. [PMID: 39129128 DOI: 10.1097/aud.0000000000001561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/13/2024]
Abstract
OBJECTIVES Adults with permanent hearing loss exhibit a reduced range of valence ratings in response to nonspeech sounds; however, the degree to which sound genre might affect such ratings is unclear. The purpose of this study was to determine if ratings of valence covary with sound genre (e.g., social communication, technology, music), or only expected valence (pleasant, neutral, unpleasant). DESIGN As part of larger study protocols, participants rated valence and arousal in response to nonspeech sounds. For this study, data were reanalyzed by assigning sounds to unidimensional genres and evaluating relationships between hearing loss, age, and gender and ratings of valence. In total, results from 120 adults with normal hearing (M = 46.3 years, SD = 17.7, 33 males and 87 females) and 74 adults with hearing loss (M = 66.1 years, SD = 6.1, 46 males and 28 females) were included. RESULTS Principal component analysis confirmed valence ratings loaded onto eight unidimensional factors: positive and negative social communication, positive and negative technology, music, animal, activities, and human body noises. Regression analysis revealed listeners with hearing loss rated some genres as less extreme (less pleasant/less unpleasant) than peers with better hearing, with the relationship between hearing loss and valence ratings being similar across genres within an expected valence category. In terms of demographic factors, female gender was associated with less pleasant ratings of negative social communication, positive and negative technology, activities, and human body noises, while increasing age was related to a subtle rise in valence ratings across all genres. CONCLUSIONS Taken together, these results confirm and extend previous findings that hearing loss is related to a reduced range of valence ratings and suggest that this effect is mediated by expected sound valence, rather than sound genre.
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Affiliation(s)
- Steven C Marcrum
- Department of Otolaryngology, University Hospital Regensburg, Regensburg, Germany
| | - Lori Rakita
- Meta Platforms, Inc., Menlo Park, California, USA
| | - Erin M Picou
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Manes JL, Bullock L, Meier AM, Turner RS, Richardson RM, Guenther FH. A neurocomputational view of the effects of Parkinson's disease on speech production. Front Hum Neurosci 2024; 18:1383714. [PMID: 38812472 PMCID: PMC11133703 DOI: 10.3389/fnhum.2024.1383714] [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: 02/07/2024] [Accepted: 04/23/2024] [Indexed: 05/31/2024] Open
Abstract
The purpose of this article is to review the scientific literature concerning speech in Parkinson's disease (PD) with reference to the DIVA/GODIVA neurocomputational modeling framework. Within this theoretical view, the basal ganglia (BG) contribute to several different aspects of speech motor learning and execution. First, the BG are posited to play a role in the initiation and scaling of speech movements. Within the DIVA/GODIVA framework, initiation and scaling are carried out by initiation map nodes in the supplementary motor area acting in concert with the BG. Reduced support of the initiation map from the BG in PD would result in reduced movement intensity as well as susceptibility to early termination of movement. A second proposed role concerns the learning of common speech sequences, such as phoneme sequences comprising words; this view receives support from the animal literature as well as studies identifying speech sequence learning deficits in PD. Third, the BG may play a role in the temporary buffering and sequencing of longer speech utterances such as phrases during conversational speech. Although the literature does not support a critical role for the BG in representing sequence order (since incorrectly ordered speech is not characteristic of PD), the BG are posited to contribute to the scaling of individual movements in the sequence, including increasing movement intensity for emphatic stress on key words. Therapeutic interventions for PD have inconsistent effects on speech. In contrast to dopaminergic treatments, which typically either leave speech unchanged or lead to minor improvements, deep brain stimulation (DBS) can degrade speech in some cases and improve it in others. However, cases of degradation may be due to unintended stimulation of efferent motor projections to the speech articulators. Findings of spared speech after bilateral pallidotomy appear to indicate that any role played by the BG in adult speech must be supplementary rather than mandatory, with the sequential order of well-learned sequences apparently represented elsewhere (e.g., in cortico-cortical projections).
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Affiliation(s)
- Jordan L. Manes
- Department of Speech, Language, and Hearing Sciences, Boston University, Boston, MA, United States
- Department of Communicative Disorders and Sciences, University at Buffalo, Buffalo, NY, United States
| | - Latané Bullock
- Program in Speech and Hearing Bioscience and Technology, Division of Medical Sciences, Harvard Medical School, Boston, MA, United States
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Andrew M. Meier
- Department of Speech, Language, and Hearing Sciences, Boston University, Boston, MA, United States
| | - Robert S. Turner
- Department of Neurobiology, University of Pittsburgh, Pittsburgh, PA, United States
- Aligning Science Across Parkinson’s (ASAP) Collaborative Research Network, Chevy Chase, MD, United States
| | - R. Mark Richardson
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Frank H. Guenther
- Department of Speech, Language, and Hearing Sciences, Boston University, Boston, MA, United States
- Department of Biomedical Engineering, Boston University, Boston, MA, United States
- Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA, United States
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Pando-Naude V, Matthews TE, Højlund A, Jakobsen S, Østergaard K, Johnsen E, Garza-Villarreal EA, Witek MAG, Penhune V, Vuust P. Dopamine dysregulation in Parkinson's disease flattens the pleasurable urge to move to musical rhythms. Eur J Neurosci 2024; 59:101-118. [PMID: 37724707 DOI: 10.1111/ejn.16128] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 07/12/2023] [Accepted: 08/08/2023] [Indexed: 09/21/2023]
Abstract
The pleasurable urge to move to music (PLUMM) activates motor and reward areas of the brain and is thought to be driven by predictive processes. Dopamine in motor and limbic networks is implicated in beat-based timing and music-induced pleasure, suggesting a central role of basal ganglia (BG) dopaminergic systems in PLUMM. This study tested this hypothesis by comparing PLUMM in participants with Parkinson's disease (PD), age-matched controls, and young controls. Participants listened to musical sequences with varying rhythmic and harmonic complexity (low, medium and high), and rated their experienced pleasure and urge to move to the rhythm. In line with previous results, healthy younger participants showed an inverted U-shaped relationship between rhythmic complexity and ratings, with preference for medium complexity rhythms, while age-matched controls showed a similar, but weaker, inverted U-shaped response. Conversely, PD showed a significantly flattened response for both the urge to move and pleasure. Crucially, this flattened response could not be attributed to differences in rhythm discrimination and did not reflect an overall decrease in ratings. For harmonic complexity, PD showed a negative linear pattern for both the urge to move and pleasure while healthy age-matched controls showed the same pattern for pleasure and an inverted U for the urge to move. This contrasts with the pattern observed in young healthy controls in previous studies, suggesting that both healthy aging and PD also influence affective responses to harmonic complexity. Together, these results support the role of dopamine within cortico-striatal circuits in the predictive processes that form the link between the perceptual processing of rhythmic patterns and the affective and motor responses to rhythmic music.
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Affiliation(s)
- Victor Pando-Naude
- Center for Music in the Brain, Department of Clinical Medicine, Aarhus University & The Royal Academy of Music Aarhus/Aalborg, Aarhus, Denmark
| | - Tomas Edward Matthews
- Center for Music in the Brain, Department of Clinical Medicine, Aarhus University & The Royal Academy of Music Aarhus/Aalborg, Aarhus, Denmark
| | - Andreas Højlund
- Center of Functionally Integrative Neuroscience, Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Linguistics, Cognitive Science and Semiotics, School of Communication and Culture, Aarhus University, Aarhus, Denmark
| | - Sebastian Jakobsen
- Center of Functionally Integrative Neuroscience, Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Linguistics, Cognitive Science and Semiotics, School of Communication and Culture, Aarhus University, Aarhus, Denmark
| | - Karen Østergaard
- Center of Functionally Integrative Neuroscience, Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
- Sano, Private Hospital, Aarhus, Denmark
| | - Erik Johnsen
- Center of Functionally Integrative Neuroscience, Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - Eduardo A Garza-Villarreal
- Instituto de Neurobiología, Universidad Nacional Autónoma de México (UNAM), Juriquilla, Querétaro, Mexico
| | - Maria A G Witek
- Department of Music School of Languages, Cultures, Art History and Music, University of Birmingham, Birmingham, UK
| | - Virginia Penhune
- Department of Psychology, Concordia University, Montreal, Quebec, Canada
| | - Peter Vuust
- Center for Music in the Brain, Department of Clinical Medicine, Aarhus University & The Royal Academy of Music Aarhus/Aalborg, Aarhus, Denmark
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Coulombe V, Joyal M, Martel-Sauvageau V, Monetta L. Affective prosody disorders in adults with neurological conditions: A scoping review. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2023; 58:1939-1954. [PMID: 37212522 DOI: 10.1111/1460-6984.12909] [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: 05/12/2022] [Accepted: 05/05/2023] [Indexed: 05/23/2023]
Abstract
BACKGROUND Individuals with affective-prosodic deficits have difficulty understanding or expressing emotions and attitudes through prosody. Affective prosody disorders can occur in multiple neurological conditions, but the limited knowledge about the clinical groups prone to deficits complicates their identification in clinical settings. Additionally, the nature of the disturbance underlying affective prosody disorder observed in different neurological conditions remains poorly understood. AIMS To bridge these knowledge gaps and provide relevant information to speech-language pathologists for the management of affective prosody disorders, this study provides an overview of research findings on affective-prosodic deficits in adults with neurological conditions by answering two questions: (1) Which clinical groups present with acquired affective prosodic impairments following brain damage? (2) Which aspects of affective prosody comprehension and production are negatively affected in these neurological conditions? METHODS & PROCEDURES We conducted a scoping review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews guidelines. A literature search was undertaken in five electronic databases (MEDLINE, PsycINFO, EMBASE, CINAHL and Linguistics, and Language Behavior Abstracts) to identify primary studies reporting affective prosody disorders in adults with neurological impairments. We extracted data on clinical groups and characterised their deficits based on the assessment task used. OUTCOMES & RESULTS The review of 98 studies identified affective-prosodic deficits in 17 neurological conditions. The task paradigms typically used in affective prosody research (discrimination, recognition, cross-modal integration, production on request, imitation and spontaneous production) do not target the processes underlying affective prosody comprehension and production. Therefore, based on the current state of knowledge, it is not possible to establish the level of processing at which impairment occurs in clinical groups. Nevertheless, deficits in the comprehension of affective prosody are observed in 14 clinical groups (mainly recognition deficits) and deficits in the production of affective prosody (either on request or spontaneously) in 10 clinical groups. Neurological conditions and types of deficits that have not been investigated in many studies are highlighted. CONCLUSIONS & IMPLICATIONS The aim of this scoping review was to provide an overview on acquired affective prosody disorders and to identify gaps in knowledge that warrant further investigation. Deficits in the comprehension or production of affective prosody are common to numerous clinical groups with various neurological conditions. However, the underlying cause of affective prosody disorders across them is still unknown. Future studies should implement standardised assessment methods with specific tasks based on a cognitive model to identify the underlying deficits of affective prosody disorders. WHAT THIS PAPER ADDS What is already known on the subject What is already known on the subjectAffective prosody is used to share emotions and attitudes through speech and plays a fundamental role in communication and social interactions. Affective prosody disorders can occur in various neurological conditions, but the limited knowledge about the clinical groups prone to affective-prosodic deficits and about the characteristics of different phenotypes of affective prosody disorders complicates their identification in clinical settings. Distinct abilities underlying the comprehension and production of affective prosody can be selectively impaired by brain damage, but the nature of the disturbance underlying affective prosody disorders in different neurological conditions remains unclear. What this study adds Affective-prosodic deficits are reported in 17 neurological conditions, despite being recognised as a core feature of the clinical profile in only a few of them. The assessment tasks typically used in affective prosody research do not provide accurate information about the specific neurocognitive processes impaired in the comprehension or production of affective prosody. Future studies should implement assessment methods based on a cognitive approach to identify underlying deficits. The assessment of cognitive/executive dysfunctions, motor speech impairment and aphasia might be important for distinguishing primary affective prosodic dysfunctions from those secondarily impacting affective prosody. What are the potential clinical implications of this study? Raising awareness about the possible presence of affective-prosodic disorders in numerous clinical groups will facilitate their recognition by speech-language pathologists and, consequently, their management in clinical settings. A comprehensive assessment covering multiple affective-prosodic skills could highlight specific aspects of affective prosody that warrant clinical intervention.
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Affiliation(s)
- Valérie Coulombe
- Faculty of Medicine, Université Laval, Québec, Canada
- Center for Interdisciplinary Research in Rehabilitation and Social Integration (CIRRIS), Québec, Canada
| | | | - Vincent Martel-Sauvageau
- Faculty of Medicine, Université Laval, Québec, Canada
- Center for Interdisciplinary Research in Rehabilitation and Social Integration (CIRRIS), Québec, Canada
| | - Laura Monetta
- Faculty of Medicine, Université Laval, Québec, Canada
- Center for Interdisciplinary Research in Rehabilitation and Social Integration (CIRRIS), Québec, Canada
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Chen MS, Chen WR, Ho HH, Lin SCC. Effect of stimuli type on affective memory of patients with different severities of cognitive impairment. Aging Ment Health 2022:1-7. [PMID: 35694857 DOI: 10.1080/13607863.2022.2087211] [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] [Indexed: 11/01/2022]
Abstract
OBJECTIVES To understand the differences in affective memory performance under different degrees of cognitive impairment, this study recruited older people with different degrees of cognitive impairment, to perform emotion recognition memory tasks. METHODS Fifty-four elderly participants aged (65-85 years) were recruited. Of these, 18 had mild cognitive impairment, 18 had a mild form of Alzheimer's disease, and the remaining 18 were healthy. Factors such as the different emotional valences (positive, neutral, or negative) and stimulus types (pictures, words, or sounds) were manipulated to explore their influences on the emotion recognition memory of people with different degrees of cognitive impairment. RESULTS The results showed that people's performance to positive stimuli worsened as their degree of cognitive impairment increased. All participants had difficulty processing memory of affective sound stimuli compared to the other two stimulus types. CONCLUSIONS The results explain the decline in the cognitive ability process, in affective memory performance, of people with different degrees of cognitive impairment. This abnormal decline on affective memory performance could be an early diagnostic indicator of Alzheimer's disease. The results can hopefully be used as a reference for subsequent research on cognition-related diseases and age-related decline, especially regarding affective memory.
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Affiliation(s)
- Min-Sheng Chen
- Department of Industrial Engineering and Management, National Yunlin University of Science and Technology, Yunlin, Taiwan
| | - Wei-Ru Chen
- Department of Creative Product Design, Southern Taiwan University of Science and Technology, Tainan, Taiwan
| | - Hsu-Hua Ho
- Center for Integrated Dementia Care, St.Joseph's Hospital, Yunlin, Taiwan
| | - Su-Chen Cecilia Lin
- Department of Industrial Engineering and Management, National Yunlin University of Science and Technology, Yunlin, Taiwan.,Department of Administration, St. Joseph's Hospital, Yunlin, Taiwan
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Simonet C, Bestwick J, Jitlal M, Waters S, Ben-Joseph A, Marshall CR, Dobson R, Marrium S, Robson J, Jacobs BM, Belete D, Lees AJ, Giovannoni G, Cuzick J, Schrag A, Noyce AJ. Assessment of Risk Factors and Early Presentations of Parkinson Disease in Primary Care in a Diverse UK Population. JAMA Neurol 2022; 79:359-369. [PMID: 35254398 PMCID: PMC8902684 DOI: 10.1001/jamaneurol.2022.0003] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 12/03/2021] [Indexed: 12/14/2022]
Abstract
IMPORTANCE Early features of Parkinson disease (PD) have been described through population-based studies that overrepresent White, affluent groups and may not be generalizable. OBJECTIVE To investigate the association between risk factors and prediagnostic presentations of PD in an ethnically diverse UK population with high socioeconomic deprivation but universal access to health care. DESIGN, SETTING, AND PARTICIPANTS A nested case-control study was conducted using electronic health care records on 1 016 277 individuals from primary care practices in East London to extract clinical information recorded between 1990 and February 6, 2018. The data were analyzed between September 3, 2020, and September 3, 2021. Individuals with a diagnosis of PD were compared with controls without PD or other major neurological conditions. MAIN OUTCOMES AND MEASURES A matched analysis (10 controls matched for each patient with PD according to age and sex) and an unmatched analysis (adjusted for age and sex) were undertaken using multivariable logistic regression to determine associations between risk factors and prediagnostic presentations to primary care with subsequent diagnosis of PD. Three time periods (<2, 2-<5, and 5-10 years before diagnosis) were analyzed separately and together. RESULTS Of 1 016 277 individuals included in the data set, 5699 were excluded and 1055 patients with PD and 1 009 523 controls were included in the analysis. Patients with PD were older than controls (mean [SD], 72.9 [11.3] vs 40.3 [15.2] years), and more were male (632 [59.9%] vs 516 862 [51.2%]). In the matched analysis (1055 individuals with PD and 10 550 controls), associations were found for tremor (odds ratio [OR], 145.96; 95% CI, 90.55-235.28) and memory symptoms (OR, 8.60; 95% CI, 5.91-12.49) less than 2 years before the PD diagnosis. The associations were also found up to 10 years before PD diagnosis for tremor and 5 years for memory symptoms. Among midlife risk factors, hypertension (OR, 1.36; 95% CI, 1.19-1.55) and type 2 diabetes (OR, 1.39; 95% CI, 1.19-1.62) were associated with subsequent diagnosis of PD. Associations with early nonmotor features, including hypotension (OR, 6.84; 95% CI, 3.38-13.85), constipation (OR, 3.29; 95% CI, 2.32-4.66), and depression (OR, 4.69; 95% CI, 2.88-7.63), were also noted. Associations were found for epilepsy (OR, 2.5; 95% CI, 1.63-3.83) and hearing loss (OR, 1.66; 95% CI, 1.06-2.58), which have not previously been well reported. These findings were replicated using data from the UK Biobank. No association with future PD diagnosis was found for ethnicity or deprivation index level. CONCLUSIONS AND RELEVANCE This study provides data suggesting that a range of comorbidities and symptoms are encountered in primary care settings before PD diagnosis in an ethnically diverse and deprived population. Novel temporal associations were observed for epilepsy and hearing loss with subsequent development of PD. The prominence of memory symptoms suggests an excess of cognitive dysfunction in early PD in this population or difficulty in correctly ascertaining symptoms in traditionally underrepresented groups.
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Affiliation(s)
- Cristina Simonet
- Preventive Neurology Unit, Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
- Department of Neurology, Royal London Hospital, London, United Kingdom
| | - Jonathan Bestwick
- Preventive Neurology Unit, Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Mark Jitlal
- Preventive Neurology Unit, Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
- Food Standards Agency, London, United Kingdom
| | - Sheena Waters
- Preventive Neurology Unit, Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Aaron Ben-Joseph
- Preventive Neurology Unit, Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Charles R. Marshall
- Preventive Neurology Unit, Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
- Department of Neurology, Royal London Hospital, London, United Kingdom
| | - Ruth Dobson
- Preventive Neurology Unit, Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
- Department of Neurology, Royal London Hospital, London, United Kingdom
| | - Soha Marrium
- Preventive Neurology Unit, Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - John Robson
- Centre for Primary Care, Wolfson Institute of Population Health, The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Benjamin M. Jacobs
- Preventive Neurology Unit, Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
- Department of Neurology, Royal London Hospital, London, United Kingdom
| | - Daniel Belete
- Preventive Neurology Unit, Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Andrew J. Lees
- Reta Lila Weston Institute, Institute of Neurology, UCL and National Hospital, Queen Square, London, United Kingdom
| | - Gavin Giovannoni
- Preventive Neurology Unit, Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
- Department of Neurology, Royal London Hospital, London, United Kingdom
- Blizard Institute, Queen Mary University of London, London, United Kingdom
| | - Jack Cuzick
- Centre for Cancer Prevention, Queen Mary University of London, London, United Kingdom
| | - Anette Schrag
- Preventive Neurology Unit, Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
- Department of Clinical and Movement Neuroscience, University College London Queen Square Institute of Neurology, London, United Kingdom
| | - Alastair J. Noyce
- Preventive Neurology Unit, Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
- Department of Neurology, Royal London Hospital, London, United Kingdom
- Department of Clinical and Movement Neuroscience, University College London Queen Square Institute of Neurology, London, United Kingdom
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Dar MN, Akram MU, Yuvaraj R, Gul Khawaja S, Murugappan M. EEG-based emotion charting for Parkinson's disease patients using Convolutional Recurrent Neural Networks and cross dataset learning. Comput Biol Med 2022; 144:105327. [PMID: 35303579 DOI: 10.1016/j.compbiomed.2022.105327] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 01/30/2022] [Accepted: 02/14/2022] [Indexed: 01/04/2023]
Abstract
Electroencephalogram (EEG) based emotion classification reflects the actual and intrinsic emotional state, resulting in more reliable, natural, and meaningful human-computer interaction with applications in entertainment consumption behavior, interactive brain-computer interface, and monitoring of psychological health of patients in the domain of e-healthcare. Challenges of EEG-based emotion recognition in real-world applications are variations among experimental settings and cognitive health conditions. Parkinson's Disease (PD) is the second most common neurodegenerative disorder, resulting in impaired recognition and expression of emotions. The deficit of emotional expression poses challenges for the healthcare services provided to PD patients. This study proposes 1D-CRNN-ELM architecture, which combines one-dimensional Convolutional Recurrent Neural Network (1D-CRNN) with an Extreme Learning Machine (ELM), robust for the emotion detection of PD patients, also available for cross dataset learning with various emotions and experimental settings. In the proposed framework, after EEG preprocessing, the trained CRNN can use as a feature extractor with ELM as the classifier, and again this trained CRNN can be used for learning of new emotions set with fine-tuning of other datasets. This paper also applied cross dataset learning of emotions by training with PD patients datasets and fine-tuning with publicly available datasets of AMIGOS and SEED-IV, and vice versa. Random splitting of train and test data with 80 - 20 ratio resulted in an accuracy of 97.75% for AMIGOS, 83.20% for PD, and 86.00% for HC with six basic emotion classes. Fine-tuning of trained architecture with four emotions of the SEED-IV dataset results in 92.5% accuracy. To validate the generalization of our results, leave one subject (patient) out cross-validation is also incorporated with mean accuracies of 95.84% for AMIGOS, 75.09% for PD, 77.85% for HC, and 84.97% for SEED-IV is achieved. Only a 1 - sec segment of EEG signal from 14 channels is enough to detect emotions with this performance. The proposed method outperforms state-of-the-art studies to classify EEG-based emotions with publicly available datasets, provide cross dataset learning, and validate the robustness of the deep learning framework for real-world application of psychological healthcare monitoring of Parkinson's disease patients.
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Affiliation(s)
- Muhammad Najam Dar
- National University of Sciences and Technology, Islamabad, Postcode: 44000, Pakistan.
| | - Muhammad Usman Akram
- National University of Sciences and Technology, Islamabad, Postcode: 44000, Pakistan.
| | - Rajamanickam Yuvaraj
- Nanyang Technological University (NTU), 639798, Singapore; Science of Learning in Education (SoLE), Office of Education Research (OER), National Institute of Education (NIE), 637616, Singapore.
| | - Sajid Gul Khawaja
- National University of Sciences and Technology, Islamabad, Postcode: 44000, Pakistan.
| | - M Murugappan
- Department of Electronics and Communication Engineering, Kuwait College of Science and Technology, Al-Jahra, Kuwait.
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Abstract
OBJECTIVE The ability to recognize others' emotions is a central aspect of socioemotional functioning. Emotion recognition impairments are well documented in Alzheimer's disease and other dementias, but it is less understood whether they are also present in mild cognitive impairment (MCI). Results on facial emotion recognition are mixed, and crucially, it remains unclear whether the potential impairments are specific to faces or extend across sensory modalities. METHOD In the current study, 32 MCI patients and 33 cognitively intact controls completed a comprehensive neuropsychological assessment and two forced-choice emotion recognition tasks, including visual and auditory stimuli. The emotion recognition tasks required participants to categorize emotions in facial expressions and in nonverbal vocalizations (e.g., laughter, crying) expressing neutrality, anger, disgust, fear, happiness, pleasure, surprise, or sadness. RESULTS MCI patients performed worse than controls for both facial expressions and vocalizations. The effect was large, similar across tasks and individual emotions, and it was not explained by sensory losses or affective symptomatology. Emotion recognition impairments were more pronounced among patients with lower global cognitive performance, but they did not correlate with the ability to perform activities of daily living. CONCLUSIONS These findings indicate that MCI is associated with emotion recognition difficulties and that such difficulties extend beyond vision, plausibly reflecting a failure at supramodal levels of emotional processing. This highlights the importance of considering emotion recognition abilities as part of standard neuropsychological testing in MCI, and as a target of interventions aimed at improving social cognition in these patients.
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Hegde S, Gothwal M, Arumugham S, Yadav R, Pal P. Deficits in emotion perception and cognition in patients with parkinson's disease: A systematic review. Ann Indian Acad Neurol 2022; 25:367-375. [PMID: 35936598 PMCID: PMC9350746 DOI: 10.4103/aian.aian_573_21] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 11/03/2021] [Accepted: 01/16/2022] [Indexed: 12/02/2022] Open
Abstract
Non-motor symptoms (NMS) are common among Parkinson's disease (PD) patients and have a significant impact on quality of life. NMS such as deficits in emotion perception are gaining due focus in the recent times. As emotion perception and cognitive functions share certain common neural substrates, it becomes pertinent to evaluate existing emotion perception deficits in view of underlying cognitive deficits. The current systematic review aimed at examining studies on emotion perception PD in the last decade. We carried out a systematic review of 44 studies from the PubMed database. We reviewed studies examining emotion perception and associated cognitive deficits, especially executive function and visuospatial function in PD. This review also examines how early and advanced PD differ in emotion perception deficits and how the presence of common neuropsychiatric conditions such as anxiety, apathy, and depression as well as neurosurgical procedure such as deep brain stimulation affect emotion perception. The need for future research employing a comprehensive evaluation of neurocognitive functions and emotion perception is underscored as it has a significant bearing on planning holistic intervention strategies.
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Neves L, Martins M, Correia AI, Castro SL, Lima CF. Associations between vocal emotion recognition and socio-emotional adjustment in children. ROYAL SOCIETY OPEN SCIENCE 2021; 8:211412. [PMID: 34804582 PMCID: PMC8595998 DOI: 10.1098/rsos.211412] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 10/20/2021] [Indexed: 06/13/2023]
Abstract
The human voice is a primary channel for emotional communication. It is often presumed that being able to recognize vocal emotions is important for everyday socio-emotional functioning, but evidence for this assumption remains scarce. Here, we examined relationships between vocal emotion recognition and socio-emotional adjustment in children. The sample included 141 6- to 8-year-old children, and the emotion tasks required them to categorize five emotions (anger, disgust, fear, happiness, sadness, plus neutrality), as conveyed by two types of vocal emotional cues: speech prosody and non-verbal vocalizations such as laughter. Socio-emotional adjustment was evaluated by the children's teachers using a multidimensional questionnaire of self-regulation and social behaviour. Based on frequentist and Bayesian analyses, we found that, for speech prosody, higher emotion recognition related to better general socio-emotional adjustment. This association remained significant even when the children's cognitive ability, age, sex and parental education were held constant. Follow-up analyses indicated that higher emotional prosody recognition was more robustly related to the socio-emotional dimensions of prosocial behaviour and cognitive and behavioural self-regulation. For emotion recognition in non-verbal vocalizations, no associations with socio-emotional adjustment were found. A similar null result was obtained for an additional task focused on facial emotion recognition. Overall, these results support the close link between children's emotional prosody recognition skills and their everyday social behaviour.
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Affiliation(s)
- Leonor Neves
- Centro de Investigação e Intervenção Social (CIS-IUL), Instituto Universitário de Lisboa (ISCTE-IUL), Av. das Forças Armadas, 1649-026 Lisboa, Portugal
| | - Marta Martins
- Centro de Investigação e Intervenção Social (CIS-IUL), Instituto Universitário de Lisboa (ISCTE-IUL), Av. das Forças Armadas, 1649-026 Lisboa, Portugal
| | - Ana Isabel Correia
- Centro de Investigação e Intervenção Social (CIS-IUL), Instituto Universitário de Lisboa (ISCTE-IUL), Av. das Forças Armadas, 1649-026 Lisboa, Portugal
| | - São Luís Castro
- Centro de Psicologia da Universidade do Porto (CPUP), Faculdade de Psicologia e de Ciências da Educação da Universidade do Porto (FPCEUP), Porto, Portugal
| | - César F. Lima
- Centro de Investigação e Intervenção Social (CIS-IUL), Instituto Universitário de Lisboa (ISCTE-IUL), Av. das Forças Armadas, 1649-026 Lisboa, Portugal
- Institute of Cognitive Neuroscience, University College London, London, UK
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11
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Vilaverde RF, Correia AI, Lima CF. Higher trait mindfulness is associated with empathy but not with emotion recognition abilities. ROYAL SOCIETY OPEN SCIENCE 2020; 7:192077. [PMID: 32968498 PMCID: PMC7481693 DOI: 10.1098/rsos.192077] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Accepted: 06/12/2020] [Indexed: 06/11/2023]
Abstract
Mindfulness involves an intentional and non-judgemental attention or awareness of present-moment experiences. It can be cultivated by meditation practice or present as an inherent disposition or trait. Higher trait mindfulness has been associated with improved emotional skills, but evidence comes primarily from studies on emotion regulation. It remains unclear whether improvements extend to other aspects of emotional processing, namely the ability to recognize emotions in others. In the current study, 107 participants (M age = 25.48 years) completed a measure of trait mindfulness, the Five Facet Mindfulness Questionnaire, and two emotion recognition tasks. These tasks required participants to categorize emotions in facial expressions and in speech prosody (modulations of the tone of voice). They also completed an empathy questionnaire and attention tasks. We found that higher trait mindfulness was associated positively with cognitive empathy, but not with the ability to recognize emotions. In fact, Bayesian analyses provided substantial evidence for the null hypothesis, both for emotion recognition in faces and in speech. Moreover, no associations were observed between mindfulness and attention performance. These findings suggest that the positive effects of trait mindfulness on emotional processing do not extend to emotion recognition abilities.
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Affiliation(s)
| | | | - César F. Lima
- Centro de Investigação e Intervenção Social (CIS-IUL), Instituto Universitário de Lisboa (ISCTE-IUL), Lisboa, Avenida das Forças Armadas, 1649-026Portugal
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12
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Abstract
BACKGROUND Individuals with Parkinson disease (PD) display cognitive dysfunction. However, few studies have investigated how facial and musical emotion recognition are affected in individuals with PD. OBJECTIVE To explore the relationship between facial and musical emotion recognition and executive functions in Chinese individuals with PD. METHODS We showed 40 Chinese individuals with PD and 40 Chinese healthy controls 24 black-and-white portraits and 24 musical excerpts that were designed to express happiness, sadness, fear, and anger. Then, we used four tests to assess the participants' executive functions, including the Trail Making Test (TMT), Clock Drawing Test (CDT), semantic Verbal Fluency Test (VFT), and Digit Span Test (DST). RESULTS The PD group showed significant impairment in recognizing anger from facial expressions, although their emotion recognition from musical excerpts was similar to that of the control group. Recognition of an angry face was significantly correlated to scores on the TMT and DST. Recognition of happy music was significantly correlated to the Hamilton Rating Scale for Depression score, whereas recognition of angry music was significantly correlated to musical knowledge background. Recognition of happy, sad, or angry music was significantly correlated to tests of executive function, whereas recognition of fearful music was not. CONCLUSIONS The PD group showed impaired recognition of angry faces, which may be related to executive dysfunction. However, the PD group did not show any difficulties in recognizing emotions in music. This dissociation indicates that the mechanisms underlying the recognition of emotions in faces and music are partly independent.
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13
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De Groote E, De Keyser K, Bockstael A, Botteldooren D, Santens P, De Letter M. Central auditory processing in parkinsonian disorders: A systematic review. Neurosci Biobehav Rev 2020; 113:111-132. [PMID: 32145223 DOI: 10.1016/j.neubiorev.2020.03.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 02/23/2020] [Accepted: 03/02/2020] [Indexed: 10/24/2022]
Abstract
Altered auditory processing has been increasingly recognized as a non-motor feature in parkinsonian disorders. This systematic review provides an overview of behavioral and electrophysiological literature on central auditory processing in patients with Parkinson's disease (PD), multiple system atrophy (MSA) and progressive supranuclear palsy (PSP). A systematic database search was conducted and yielded 88 studies that met the intelligibility criteria. The collected data revealed distinct impairments in a range of central auditory processes in PD, including altered deviance detection of basic auditory features, auditory brainstem processing, auditory gating and selective auditory attention. In contrast to PD, literature on central auditory processing in atypical parkinsonian disorders was relatively scarce, but provided some evidence for impaired central auditory processing in MSA and PSP. The interpretation of these findings is discussed and suggestions for further research are offered.
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Affiliation(s)
- Evelien De Groote
- Department of Rehabilitation Sciences, Ghent University, C. Heymanslaan 10, B-9000, Ghent, Belgium.
| | - Kim De Keyser
- Department of Rehabilitation Sciences, Ghent University, C. Heymanslaan 10, B-9000, Ghent, Belgium
| | - Annelies Bockstael
- INTEC, Acoustic Research Group, Ghent University, Technologiepark Zwijnaarde 15, B-9052, Ghent, Belgium
| | - Dick Botteldooren
- INTEC, Acoustic Research Group, Ghent University, Technologiepark Zwijnaarde 15, B-9052, Ghent, Belgium
| | - Patrick Santens
- Department of Neurology, Ghent University Hospital, C. Heymanslaan 10, B-9000, Ghent, Belgium
| | - Miet De Letter
- Department of Rehabilitation Sciences, Ghent University, C. Heymanslaan 10, B-9000, Ghent, Belgium
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Correia AI, Branco P, Martins M, Reis AM, Martins N, Castro SL, Lima CF. Resting-state connectivity reveals a role for sensorimotor systems in vocal emotional processing in children. Neuroimage 2019; 201:116052. [DOI: 10.1016/j.neuroimage.2019.116052] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Revised: 07/19/2019] [Accepted: 07/23/2019] [Indexed: 11/17/2022] Open
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15
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Lauring JO, Pelowski M, Specker E, Ishizu T, Haugbøl S, Hollunder B, Leder H, Stender J, Kupers R. Parkinson's disease and changes in the appreciation of art: A comparison of aesthetic and formal evaluations of paintings between PD patients and healthy controls. Brain Cogn 2019; 136:103597. [PMID: 31491732 DOI: 10.1016/j.bandc.2019.103597] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 08/19/2019] [Accepted: 08/20/2019] [Indexed: 11/26/2022]
Abstract
Parkinson's disease (PD) is a progressing neurodegenerative disease predominantly involving the loss of dopamine producing neurons with hallmark symptoms of motor disorders and cognitive, motivational, emotional, and perceptual impairments. Intriguingly, PD can also be connected-often anecdotally-with a sudden burst of artistic creativity, motivation, or changed quality/style of produced art. This has led to growing empirical interest, promising a window into brain function and the unique neurological signature of artists. This topic also fits a growing interest from researchers in other areas, including Alzheimer's or other dementia, which have suggested that specific changes in art production/appraisal may provide a unique basis for therapy, diagnosis, or understanding of these diseases. However, whether PD also shows similar impacts on how we perceive and evaluate art has never been systematically addressed. We compared a cohort of PD patients against age-matched healthy controls, asking participants to rate paintings using scales of liking and beauty and terms pertaining to artworks' formal and conceptual qualities previously designed to provide a rubric for symptom identification. We found no evidence for PD-related differences in liking or beauty. However, PD patients showed higher ratings on assessed "emotionality," potentially relating to the tie between PD, dopamine pathways, and emotion/reward.
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Affiliation(s)
- Jon O Lauring
- Department of Neuroscience and Pharmacology, BRAINlab, University of Copenhagen, Blegdamsvej 3B, DK-2200 Copenhagen, Denmark.
| | - Matthew Pelowski
- Faculty of Psychology, Department of Basic Psychological Research and Research Methods, University of Vienna, Liebiggasse 5, A-1010 Vienna, Austria
| | - Eva Specker
- Faculty of Psychology, Department of Basic Psychological Research and Research Methods, University of Vienna, Liebiggasse 5, A-1010 Vienna, Austria
| | - Tomohiro Ishizu
- Faculty of Psychology, Department of Basic Psychological Research and Research Methods, University of Vienna, Liebiggasse 5, A-1010 Vienna, Austria; Faculty of Biosciences, Cell and Developmental Biology, University College London, Gower Street, WC1E 6BT London, UK
| | - Steven Haugbøl
- Department of Neurology, Copenhagen University Hospital Bispebjerg, Bispebjerg Bakke 23, DK-2400 Copenhagen, Denmark
| | - Barbara Hollunder
- Faculty of Psychology, Department of Basic Psychological Research and Research Methods, University of Vienna, Liebiggasse 5, A-1010 Vienna, Austria
| | - Helmut Leder
- Faculty of Psychology, Department of Basic Psychological Research and Research Methods, University of Vienna, Liebiggasse 5, A-1010 Vienna, Austria
| | - Johan Stender
- Department of Neurology, Copenhagen University Hospital Bispebjerg, Bispebjerg Bakke 23, DK-2400 Copenhagen, Denmark
| | - Ron Kupers
- Department of Neuroscience and Pharmacology, BRAINlab, University of Copenhagen, Blegdamsvej 3B, DK-2200 Copenhagen, Denmark
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16
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Coundouris SP, Adams AG, Grainger SA, Henry JD. Social perceptual function in parkinson's disease: A meta-analysis. Neurosci Biobehav Rev 2019; 104:255-267. [PMID: 31336113 DOI: 10.1016/j.neubiorev.2019.07.011] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 07/16/2019] [Accepted: 07/18/2019] [Indexed: 12/20/2022]
Abstract
Social perceptual impairment is a common presenting feature of Parkinson's disease (PD) that has the potential to contribute considerably to disease burden. The current study reports a meta-analytic integration of 79 studies which shows that, relative to controls, PD is associated with a moderate emotion recognition deficit (g = -0.57, K = 73), and that this deficit is robust and almost identical across facial and prosodic modalities. However, the magnitude of this impairment does appear to vary as a function of task and emotion type, with deficits generally greatest for identification tasks (g = -0.65, K = 54), and for negative relative to other basic emotions. With respect to clinical variables, dopaminergic medication, deep brain stimulation, and a predominant left side onset of motor symptoms are each associated with greater social perceptual difficulties. However, the magnitude of social perceptual impairment seen for the four atypical parkinsonian conditions is broadly comparable to that associated with PD. The theoretical and practical implications of these findings are discussed.
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Affiliation(s)
| | | | - Sarah A Grainger
- School of Psychology, University of Queensland, Brisbane, Australia
| | - Julie D Henry
- School of Psychology, University of Queensland, Brisbane, Australia
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17
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Morris IB, Vasudevan E, Schedel M, Weymouth D, Loomis J, Pinkhasov T, Muratori LM. Music to One's Ears: Familiarity and Music Engagement in People With Parkinson's Disease. Front Neurosci 2019; 13:661. [PMID: 31293379 PMCID: PMC6603171 DOI: 10.3389/fnins.2019.00661] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2018] [Accepted: 06/07/2019] [Indexed: 11/13/2022] Open
Abstract
Parkinson's disease (PD) is a complex diagnosis commonly associated with motor dysfunction, but known to comprise cognitive, psychiatric, and mood disturbances as well. Music has been successfully used to address motor and non-motor symptoms of PD. Still, little is known about the nature of an individual with PD's experience and relationship with music on conceptual and emotional levels, which may factor into their engagement in music-based techniques to ameliorate impairments. Two surveys were administered to 19 individuals with PD and 15 individuals without PD in order to gauge their subjective impressions and valuations of music. Participants completed The Brief Music Experience Questionnaire (BMEQ), a standard self-report measure pertaining to the role of music in one's life, prior to performing a perception task which involved listening to and making sound adjustments to three music recordings. Following the perception task, a custom Exit Survey was administered to evaluate the experience of listening to and engaging with the music in the perception task. In all six dimensions of the BMEQ, examining aspects of music experience including commitment to music, self-reported musical aptitude, social uplift, affective reactions, positive psychotropic effects, and reactive musical behavior (RMB, pertaining to actions or behaviors in response to music), the mean and the median were greater for the control group than for the PD group, but the difference was only statistically significant in the RMB dimension. On the Exit Survey, both groups assessed recent, specific, and interactive music listening more positively than the imagined, hypothetical or general music experiences addressed on the BMEQ. Additionally, familiarity had a greater effect on listening pleasure for participants with PD than those without PD. We conclude that people with PD may perceive less of an automatic connection between music and activity than their healthy peers. Additionally, they may receive more pleasure and value from music than they anticipate. Taken together, our results suggest that people with PD may require encouragement to participate as well as empowerment to choose familiar selections in order to better access music-based interventions and the benefits they can offer.
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Affiliation(s)
| | - Erin Vasudevan
- School of Health Technology and Management, Stony Brook University, Stony Brook, NY, United States
| | - Margaret Schedel
- Consortium for Digital Arts, Culture, and Technology, Stony Brook University, Stony Brook, NY, United States
- Department of Biomedical Informatics, Stony Brook University, New York, NY, United States
| | - Daniel Weymouth
- Department of Biomedical Informatics, Stony Brook University, New York, NY, United States
- Department of Music, Stony Brook University, Stony Brook, NY, United States
| | - Jay Loomis
- Department of Music, Stony Brook University, Stony Brook, NY, United States
| | - Tzvia Pinkhasov
- School of Medicine, Stony Brook University, Stony Brook, NY, United States
| | - Lisa M. Muratori
- School of Health Technology and Management, Stony Brook University, Stony Brook, NY, United States
- Department of Biomedical Informatics, Stony Brook University, New York, NY, United States
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18
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Why would Parkinson's disease lead to sudden changes in creativity, motivation, or style with visual art?: A review of case evidence and new neurobiological, contextual, and genetic hypotheses. Neurosci Biobehav Rev 2019; 100:129-165. [PMID: 30629980 DOI: 10.1016/j.neubiorev.2018.12.016] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2018] [Revised: 11/15/2018] [Accepted: 12/11/2018] [Indexed: 12/13/2022]
Abstract
Parkinson's disease (PD) is a devastating diagnosis with, however, potential for an extremely intriguing aesthetic component. Despite motor and cognitive deficits, an emerging collection of studies report a burst of visual artistic output and alterations in produced art in a subgroup of patients. This provides a unique window into the neurophysiological bases for why and how we might create and enjoy visual art, as well as into general brain function and the nature of PD or other neurodegenerative diseases. However, there has not been a comprehensive organization of literature on this topic. Nor has there been an attempt to connect case evidence and knowledge on PD with present understanding of visual art making in psychology and neuroaesthetics in order to propose hypotheses for documented artistic changes. Here, we collect the current research on this topic, tie this to PD symptoms and neurobiology, and provide new theories focusing on dopaminergic neuron damage, over-stimulation from dopamine agonist therapy, and context or genetic factors revealing the neurobiological basis of the visual artistic brain.
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19
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Han EY, Yun JY, Chong HJ, Choi KG. Individual Therapeutic Singing Program for Vocal Quality and Depression in Parkinson's Disease. J Mov Disord 2018; 11:121-128. [PMID: 30086617 PMCID: PMC6182306 DOI: 10.14802/jmd.17078] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Accepted: 05/15/2018] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE Patients with Parkinson's disease (PD) frequently experience depression associated with voice problems. Singing involves the use of similar muscles and the neural networks associated with vocal function and emotional response. The purpose of this study is to enhance vocal quality and depressive symptoms of patients with PD using individual singing program. METHODS The Individual Therapeutic Singing Program for PD (ITSP-PD) was conducted by a certified music therapist. In total, nine PD patients with a subjective voice problem or depression participated in 6 sessions over 2 weeks. We measured the Maximum Phonation Time (MPT) via the Praat test, the Voice Handicap Index (VHI), the Voice-Related Quality of Life (V-RQOL) and the Geriatric Depression Scale (GDS). RESULTS In total, 8 out of 9 patients completed all the sessions; 6 out of 8 patients participated in the follow-up test after 6 months. A statistically significant change in MPT (p = 0.011) was observed between the pre- and post-tests. The VHI (p = 0.035) and the GDS (p = 0.018) were significantly lower in the post-test. In the pre-, post-, and follow-up tests, the MPT (p = 0.030), V-RQOL (p = 0.008), and GDS (p = 0.009) were significantly changed. CONCLUSION The ITSP-PD based on neurological singing therapy for PD showed therapeutic possibility for vocal function and depression in patients with PD. Our findings suggest the need for a randomized study to examine the continuing positive effects of the ITSP-PD over a longer period of time.
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Affiliation(s)
- Eun Young Han
- Department of Music Therapy, Ewha Womans University, Seoul, Korea.,Department of Neurology, Ewha Womans University Mokdong Hospital, Ewha Womans University College of Medicine, Seoul, Korea
| | - Ji Young Yun
- Department of Neurology, Ewha Womans University Mokdong Hospital, Ewha Womans University College of Medicine, Seoul, Korea
| | - Hyun Ju Chong
- Department of Music Therapy, Ewha Womans University, Seoul, Korea
| | - Kyoung-Gyu Choi
- Department of Neurology, Ewha Womans University Mokdong Hospital, Ewha Womans University College of Medicine, Seoul, Korea
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20
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Trost W, Leh F, Houvenaghel JF, Choppin S, Drapier S, Sauleau P, Haegelen C, Robert G, Grandjean D, Vérin M. Subthalamic deep brain stimulation influences complex emotional musical experience in Parkinson's disease. Neuropsychologia 2018; 117:278-286. [PMID: 29936120 DOI: 10.1016/j.neuropsychologia.2018.06.018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2017] [Revised: 06/11/2018] [Accepted: 06/20/2018] [Indexed: 11/27/2022]
Abstract
Subthalamic deep brain stimulation (STN DBS) is an effective treatment for reducing the motor symptoms of patients with Parkinson's disease (PD), but several side effects have been reported, concerning the processing of emotions. Music has been shown to evoke powerful emotional experiences - not only basic emotions, but also complex, so-called aesthetic experiences. The goal of the present study was therefore to investigate how STN DBS influences the experience of both basic and more complex musical emotions in patients with PD. In a three-group between-participants design, we compared healthy controls (HC), patients receiving STN DBS (PD-DBS), and patients who were candidates for STN DBS and receiving medication only (PD-MO) on their assessments of subjectively experienced musical emotions. Results showed that in general, the experience of musical emotions differed only marginally between the PD-MO, PD-DBS, and HC groups. Nonetheless, we were able to discern subtle but distinct effects of PD and STN DBS in the emotional responses. Happy music, for instance, seemed to induce a heightened experience of negative emotions (tension) in PD-MO patients. STN DBS appeared to normalize this particular effect, but increased nostalgic feelings - a rather complex affective experience - in response to the same emotional stimuli. This should not be taken as indicating a bias for nostalgia in the PD-DBS subgroup, as these patients found music inducing melancholy to be less nostalgic and more joyful than HC did. In conclusion, our study showed that music elicits slightly altered emotional experiences in patients with and without STN DBS. In particular, STN DBS seems to induce less distinct emotional responses, blurring the boundaries between complex musical emotions.
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Affiliation(s)
- W Trost
- Neurosciences of Emotions and Affective Dynamics Laboratory, Department of Psychology, University of Geneva, Switzerland; Swiss Centre for Affective Sciences, University of Geneva, Switzerland.
| | - F Leh
- Neurology Department, Rennes University Hospital, Rennes, France.
| | - J-F Houvenaghel
- Neurology Department, Rennes University Hospital, Rennes, France
| | - S Choppin
- University Centre of Excellence in Psychiatry, Albert Chenevier Hospital, Créteil, France
| | - S Drapier
- Neurology Department, Rennes University Hospital, Rennes, France
| | - P Sauleau
- Neurology Department, Rennes University Hospital, Rennes, France
| | - C Haegelen
- Neurology Department, Rennes University Hospital, Rennes, France
| | - G Robert
- Neurology Department, Rennes University Hospital, Rennes, France
| | - D Grandjean
- Neurosciences of Emotions and Affective Dynamics Laboratory, Department of Psychology, University of Geneva, Switzerland; Swiss Centre for Affective Sciences, University of Geneva, Switzerland
| | - M Vérin
- Neurology Department, Rennes University Hospital, Rennes, France
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21
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Lima CF, Anikin A, Monteiro AC, Scott SK, Castro SL. Automaticity in the recognition of nonverbal emotional vocalizations. ACTA ACUST UNITED AC 2018; 19:219-233. [PMID: 29792444 DOI: 10.1037/emo0000429] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The ability to perceive the emotions of others is crucial for everyday social interactions. Important aspects of visual socioemotional processing, such as the recognition of facial expressions, are known to depend on largely automatic mechanisms. However, whether and how properties of automaticity extend to the auditory domain remains poorly understood. Here we ask if nonverbal auditory emotion recognition is a controlled deliberate or an automatic efficient process, using vocalizations such as laughter, crying, and screams. In a between-subjects design (N = 112), and covering eight emotions (four positive), we determined whether emotion recognition accuracy (a) is improved when participants actively deliberate about their responses (compared with when they respond as fast as possible) and (b) is impaired when they respond under low and high levels of cognitive load (concurrent task involving memorizing sequences of six or eight digits, respectively). Response latencies were also measured. Mixed-effects models revealed that recognition accuracy was high across emotions, and only minimally affected by deliberation and cognitive load; the benefits of deliberation and costs of cognitive load were significant mostly for positive emotions, notably amusement/laughter, and smaller or absent for negative ones; response latencies did not suffer under low or high cognitive load; and high recognition accuracy (approximately 90%) could be reached within 500 ms after the stimulus onset, with performance exceeding chance-level already between 300 and 360 ms. These findings indicate that key features of automaticity, namely fast and efficient/effortless processing, might be a modality-independent component of emotion recognition. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
- César F Lima
- Faculty of Psychology and Education Sciences, University of Porto
| | - Andrey Anikin
- Division of Cognitive Science, Department of Philosophy, Lund University
| | | | - Sophie K Scott
- Institute of Cognitive Neuroscience, University College London
| | - São Luís Castro
- Faculty of Psychology and Education Sciences, University of Porto
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22
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Camalier CR, McHugo M, Zald DH, Neimat JS. The Effect of Deep Brain Stimulation Therapy on Fear-Related Capture of Attention in Parkinson's Disease and Essential Tremor: A Comparison to Healthy Individuals. ACTA ACUST UNITED AC 2018; 6. [PMID: 29657957 PMCID: PMC5897106 DOI: 10.4172/2329-6895.1000377] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
In addition to motor symptoms, Parkinson’s disease (PD) involves significant non-motor sequelae, including disruptions in cognitive and emotional processing. Fear recognition appears to be affected both by the course of the disease and by a common interventional therapy, deep brain stimulation of the subthalamic nucleus (STN-DBS). Here, we examined if these effects extend to other aspects of emotional processing, such as attentional capture by negative emotional stimuli. Performance on an emotional attentional blink (EAB) paradigm, a common paradigm used to study emotional capture of attention, was examined in a cohort of individuals with PD, both on and off STN-DBS therapy (n=20). To contrast effects of healthy aging and other movement disorder and DBS targets, we also examined performance in a healthy elderly (n=20) and young (n=18) sample on the same task, and a sample diagnosed with Essential Tremor (ET) undergoing therapeutic deep brain stimulation of the ventral-intermediate nucleus (VIM-DBS, n=18). All four groups showed a robust attentional capture of emotional stimuli, irrespective of aging processes, movement disorder diagnosis, or stimulation. PD patients on average had overall worse performance, but this decrement in performance was not related to the emotional capture of attention. PD patients exhibited a robust EAB, indicating that the ability of emotion to direct attention remains intact in PD. Congruent with other recent data, these findings suggest that fear recognition deficits in PD may instead reflect a highly specific problem in recognition, rather than a general deficit in emotional processing of fearful stimuli.
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Affiliation(s)
- Corrie R Camalier
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA.,Laboratory of Neuropsychology, National Institute of Mental Health (NIMH), Bethesda, MD, USA
| | - Maureen McHugo
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - David H Zald
- Departments of Psychology, Psychiatry and Behavioral Sciences, Vanderbilt University Nashville, TN, USA
| | - Joseph S Neimat
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA
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Picou EM, Singh G, Goy H, Russo F, Hickson L, Oxenham AJ, Buono GH, Ricketts TA, Launer S. Hearing, Emotion, Amplification, Research, and Training Workshop: Current Understanding of Hearing Loss and Emotion Perception and Priorities for Future Research. Trends Hear 2018; 22:2331216518803215. [PMID: 30270810 PMCID: PMC6168729 DOI: 10.1177/2331216518803215] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Revised: 08/18/2018] [Accepted: 09/03/2018] [Indexed: 12/19/2022] Open
Abstract
The question of how hearing loss and hearing rehabilitation affect patients' momentary emotional experiences is one that has received little attention but has considerable potential to affect patients' psychosocial function. This article is a product from the Hearing, Emotion, Amplification, Research, and Training workshop, which was convened to develop a consensus document describing research on emotion perception relevant for hearing research. This article outlines conceptual frameworks for the investigation of emotion in hearing research; available subjective, objective, neurophysiologic, and peripheral physiologic data acquisition research methods; the effects of age and hearing loss on emotion perception; potential rehabilitation strategies; priorities for future research; and implications for clinical audiologic rehabilitation. More broadly, this article aims to increase awareness about emotion perception research in audiology and to stimulate additional research on the topic.
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Affiliation(s)
- Erin M. Picou
- Vanderbilt University School of
Medicine, Nashville, TN, USA
| | - Gurjit Singh
- Phonak Canada, Mississauga, ON,
Canada
- Department of Speech-Language Pathology,
University of Toronto, ON, Canada
- Department of Psychology, Ryerson
University, Toronto, ON, Canada
| | - Huiwen Goy
- Department of Psychology, Ryerson
University, Toronto, ON, Canada
| | - Frank Russo
- Department of Psychology, Ryerson
University, Toronto, ON, Canada
| | - Louise Hickson
- School of Health and Rehabilitation
Sciences, University of Queensland, Brisbane, Australia
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Minho Affective Sentences (MAS): Probing the roles of sex, mood, and empathy in affective ratings of verbal stimuli. Behav Res Methods 2017; 49:698-716. [PMID: 27004484 DOI: 10.3758/s13428-016-0726-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
During social communication, words and sentences play a critical role in the expression of emotional meaning. The Minho Affective Sentences (MAS) were developed to respond to the lack of a standardized sentence battery with normative affective ratings: 192 neutral, positive, and negative declarative sentences were strictly controlled for psycholinguistic variables such as numbers of words and letters and per-million word frequency. The sentences were designed to represent examples of each of the five basic emotions (anger, sadness, disgust, fear, and happiness) and of neutral situations. These sentences were presented to 536 participants who rated the stimuli using both dimensional and categorical measures of emotions. Sex differences were also explored. Additionally, we probed how personality, empathy, and mood from a subset of 40 participants modulated the affective ratings. Our results confirmed that the MAS affective norms are valid measures to guide the selection of stimuli for experimental studies of emotion. The combination of dimensional and categorical ratings provided a more fine-grained characterization of the affective properties of the sentences. Moreover, the affective ratings of positive and negative sentences were not only modulated by participants' sex, but also by individual differences in empathy and mood state. Together, our results indicate that, in their quest to reveal the neurofunctional underpinnings of verbal emotional processing, researchers should consider not only the role of sex, but also of interindividual differences in empathy and mood states, in responses to the emotional meaning of sentences.
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25
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Barnish J, Atkinson RA, Barran SM, Barnish MS. Potential Benefit of Singing for People with Parkinson's Disease: A Systematic Review. JOURNAL OF PARKINSONS DISEASE 2017; 6:473-84. [PMID: 27258698 DOI: 10.3233/jpd-160837] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND There is evidence that participation in performing arts brings psychosocial benefits in the general population and in recent years there has been substantial interest in the potential therapeutic benefit of performing arts, including singing, for people with chronic medical conditions including those of neurological aetiology. OBJECTIVE To systematically review the existing body of evidence regarding the potential benefit of singing on clinical outcomes of people with PD. METHODS Seven online bibliographic databases were systematically searched in January 2016 and supplementary searches were conducted. Full-text original peer-reviewed scientific papers that investigated the potential benefit of singing on at least one of speech, functional communication, cognitive status, motor function and quality of life in human participants with PD were eligible for inclusion. RESULTS 449 unique records were identified, 25 full-text articles were screened and seven studies included in the review. All seven studies assessed the impact of singing on speech, five found partial evidence of benefit and two found no evidence of benefit. One study assessed each of functional communication and quality of life and no significant benefit was found. No included study assessed the impact of singing on motor function or cognitive status. CONCLUSIONS Singing may benefit the speech of people with PD, although evidence is not unequivocal. Further research is required to assess wider benefits including on functional communication, cognitive status, motor function and quality of life. Substantial methodological limitations were identified in the existing literature. Recommendations are made for advancing the state of the literature.
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Affiliation(s)
| | - Rachel A Atkinson
- Adult Speech and Language Therapy Department, St Helier Hospital, Epsom and St Helier University Hospitals NHS Trust, London, UK
| | - Susannah M Barran
- Children and Young People's Speech and Language Therapy, Evelina London Community Children's Services, Mary Sheridan Health Centre, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Maxwell S Barnish
- Respiratory Research Group, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
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26
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Frühholz S, Staib M. Neurocircuitry of impaired affective sound processing: A clinical disorders perspective. Neurosci Biobehav Rev 2017; 83:516-524. [PMID: 28919431 DOI: 10.1016/j.neubiorev.2017.09.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Revised: 06/08/2017] [Accepted: 09/05/2017] [Indexed: 12/22/2022]
Abstract
Decoding affective meaning from sensory information is central to accurate and adaptive behavior in many natural and social contexts. Human vocalizations (speech and non-speech), environmental sounds (e.g. thunder, noise, or animal sounds) and human-produced sounds (e.g. technical sounds or music) can carry a wealth of important aversive, threatening, appealing, or pleasurable affective information that sometimes implicitly influences and guides our behavior. A deficit in processing such affective information is detrimental to adaptive environmental behavior, psychological well-being, and social interactive abilities. These deficits can originate from a diversity of psychiatric and neurological disorders, and are associated with neural dysfunctions across largely distributed brain networks. Recent neuroimaging studies in psychiatric and neurological patients outline the cortical and subcortical neurocircuitry of the complimentary and differential functional roles for affective sound processing. This points to and confirms a recently proposed distributed network rather than a single brain region underlying affective sound processing, and highlights the notion of a multi-functional process that can be differentially impaired in clinical disorders.
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Affiliation(s)
- Sascha Frühholz
- Department of Psychology, University of Zürich, Zürich, Switzerland; Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland; Center for Integrative Human Physiology (ZIHP), University of Zurich, Switzerland.
| | - Matthias Staib
- Department of Psychology, University of Zürich, Zürich, Switzerland; Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland
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27
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Harris R, Leenders KL, de Jong BM. Speech dysprosody but no music 'dysprosody' in Parkinson's disease. BRAIN AND LANGUAGE 2016; 163:1-9. [PMID: 27618779 DOI: 10.1016/j.bandl.2016.08.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2015] [Revised: 07/18/2016] [Accepted: 08/21/2016] [Indexed: 06/06/2023]
Abstract
Parkinson's disease is characterized not only by bradykinesia, rigidity, and tremor, but also by impairments of expressive and receptive linguistic prosody. The facilitating effect of music with a salient beat on patients' gait suggests that it might have a similar effect on vocal behavior, however it is currently unknown whether singing is affected by the disease. In the present study, fifteen Parkinson patients were compared with fifteen healthy controls during the singing of familiar melodies and improvised melodic continuations. While patients' speech could reliably be distinguished from that of healthy controls matched for age and gender, purely on the basis of aural perception, no significant differences in singing were observed, either in pitch, pitch range, pitch variability, and tempo, or in scale tone distribution, interval size or interval variability. The apparent dissociation of speech and singing in Parkinson's disease suggests that music could be used to facilitate expressive linguistic prosody.
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Affiliation(s)
- Robert Harris
- Department of Neurology, University Medical Center Groningen, University of Groningen, P.O. Box 30.001, 9700 RB Groningen, The Netherlands; Prince Claus Conservatoire, Hanze University of Applied Sciences, Veemarktstraat 76, 9724 GA Groningen, The Netherlands.
| | - Klaus L Leenders
- Department of Neurology, University Medical Center Groningen, University of Groningen, P.O. Box 30.001, 9700 RB Groningen, The Netherlands
| | - Bauke M de Jong
- Department of Neurology, University Medical Center Groningen, University of Groningen, P.O. Box 30.001, 9700 RB Groningen, The Netherlands.
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28
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Hardy CJD, Marshall CR, Golden HL, Clark CN, Mummery CJ, Griffiths TD, Bamiou DE, Warren JD. Hearing and dementia. J Neurol 2016; 263:2339-2354. [PMID: 27372450 PMCID: PMC5065893 DOI: 10.1007/s00415-016-8208-y] [Citation(s) in RCA: 83] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Revised: 06/13/2016] [Accepted: 06/14/2016] [Indexed: 02/04/2023]
Abstract
Hearing deficits associated with cognitive impairment have attracted much recent interest, motivated by emerging evidence that impaired hearing is a risk factor for cognitive decline. However, dementia and hearing impairment present immense challenges in their own right, and their intersection in the auditory brain remains poorly understood and difficult to assess. Here, we outline a clinically oriented, symptom-based approach to the assessment of hearing in dementias, informed by recent progress in the clinical auditory neuroscience of these diseases. We consider the significance and interpretation of hearing loss and symptoms that point to a disorder of auditory cognition in patients with dementia. We identify key auditory characteristics of some important dementias and conclude with a bedside approach to assessing and managing auditory dysfunction in dementia.
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Affiliation(s)
- Chris J D Hardy
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, University College London, Queen Square, London, WC1N 3BG, UK
| | - Charles R Marshall
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, University College London, Queen Square, London, WC1N 3BG, UK
| | - Hannah L Golden
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, University College London, Queen Square, London, WC1N 3BG, UK
| | - Camilla N Clark
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, University College London, Queen Square, London, WC1N 3BG, UK
| | - Catherine J Mummery
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, University College London, Queen Square, London, WC1N 3BG, UK
- Cognitive Disorders Clinic for the Deaf, National Hospital for Neurology and Neurosurgery, Queen Square, London, UK
| | - Timothy D Griffiths
- Auditory Group, Institute of Neuroscience, The Medical School, University of Newcastle upon Tyne, Newcastle upon Tyne, UK
- Central Auditory Disorders Clinic, National Hospital for Neurology and Neurosurgery, Queen Square, London, UK
| | - Doris-Eva Bamiou
- Department of Neuro-otology, National Hospital for Neurology and Neurosurgery, Queen Square, London, UK
- UCL Ear Institute, University College London, London, UK
- Central Auditory Disorders Clinic, National Hospital for Neurology and Neurosurgery, Queen Square, London, UK
| | - Jason D Warren
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, University College London, Queen Square, London, WC1N 3BG, UK.
- Central Auditory Disorders Clinic, National Hospital for Neurology and Neurosurgery, Queen Square, London, UK.
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29
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Yuvaraj R, Murugappan M, Palaniappan R. The Effect of Lateralization of Motor Onset and Emotional Recognition in PD Patients Using EEG. Brain Topogr 2016; 30:333-342. [DOI: 10.1007/s10548-016-0524-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Accepted: 09/16/2016] [Indexed: 11/21/2022]
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30
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Heffner CC, Slevc LR. Prosodic Structure as a Parallel to Musical Structure. Front Psychol 2015; 6:1962. [PMID: 26733930 PMCID: PMC4687474 DOI: 10.3389/fpsyg.2015.01962] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Accepted: 12/07/2015] [Indexed: 11/13/2022] Open
Abstract
What structural properties do language and music share? Although early speculation identified a wide variety of possibilities, the literature has largely focused on the parallels between musical structure and syntactic structure. Here, we argue that parallels between musical structure and prosodic structure deserve more attention. We review the evidence for a link between musical and prosodic structure and find it to be strong. In fact, certain elements of prosodic structure may provide a parsimonious comparison with musical structure without sacrificing empirical findings related to the parallels between language and music. We then develop several predictions related to such a hypothesis.
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Affiliation(s)
- Christopher C. Heffner
- Program in Neuroscience and Cognitive Science, University of Maryland, College ParkMD, USA
- Department of Linguistics, University of Maryland, College ParkMD, USA
- Department of Hearing and Speech Sciences, University of Maryland, College ParkMD, USA
| | - L. Robert Slevc
- Program in Neuroscience and Cognitive Science, University of Maryland, College ParkMD, USA
- Department of Psychology, University of Maryland, College ParkMD, USA
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31
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Albuquerque L, Martins M, Coelho M, Guedes L, Ferreira JJ, Rosa M, Martins IP. Advanced Parkinson disease patients have impairment in prosody processing. J Clin Exp Neuropsychol 2015; 38:208-16. [PMID: 26595435 DOI: 10.1080/13803395.2015.1100279] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
BACKGROUND The ability to recognize and interpret emotions in others is a crucial prerequisite of adequate social behavior. Impairments in emotion processing have been reported from the early stages of Parkinson's disease (PD). This study aims to characterize emotion recognition in advanced Parkinson's disease (APD) candidates for deep-brain stimulation and to compare emotion recognition abilities in visual and auditory domains. METHOD APD patients, defined as those with levodopa-induced motor complications (N = 42), and healthy controls (N = 43) matched by gender, age, and educational level, undertook the Comprehensive Affect Testing System (CATS), a battery that evaluates recognition of seven basic emotions (happiness, sadness, anger, fear, surprise, disgust, and neutral) on facial expressions and four emotions on prosody (happiness, sadness, anger, and fear). APD patients were assessed during the "ON" state. Group performance was compared with independent-samples t tests. RESULTS Compared to controls, APD had significantly lower scores on the discrimination and naming of emotions in prosody, and visual discrimination of neutral faces, but no significant differences in visual emotional tasks. CONCLUSION The contrasting performance in emotional processing between visual and auditory stimuli suggests that APD candidates for surgery have either a selective difficulty in recognizing emotions in prosody or a general defect in prosody processing. Studies investigating early-stage PD, and the effect of subcortical lesions in prosody processing, favor the latter interpretation. Further research is needed to understand these deficits in emotional prosody recognition and their possible contribution to later behavioral or neuropsychiatric manifestations of PD.
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Affiliation(s)
- Luisa Albuquerque
- a Language Research Laboratory, University of Lisbon , Lisbon , Portugal.,b Institute of Molecular Medicine, University of Lisbon , Lisbon , Portugal.,c Faculty of Medicine , University of Lisbon , Lisbon , Portugal.,d Department of Clinical Neurosciences , Santa Maria Hospital , Lisbon , Portugal
| | - Maurício Martins
- a Language Research Laboratory, University of Lisbon , Lisbon , Portugal.,b Institute of Molecular Medicine, University of Lisbon , Lisbon , Portugal.,c Faculty of Medicine , University of Lisbon , Lisbon , Portugal.,e Berlin School of Mind and Brain, Humboldt-Universität zu Berlin , Berlin.,f Max Planck Institute for Human Cognitive and Brain Sciences , Leipzig , Germany
| | - Miguel Coelho
- d Department of Clinical Neurosciences , Santa Maria Hospital , Lisbon , Portugal.,g Clinical Pharmacology Unit, Instituto de Medicina Molecular , Lisbon , Portugal
| | - Leonor Guedes
- d Department of Clinical Neurosciences , Santa Maria Hospital , Lisbon , Portugal.,g Clinical Pharmacology Unit, Instituto de Medicina Molecular , Lisbon , Portugal
| | - Joaquim J Ferreira
- g Clinical Pharmacology Unit, Instituto de Medicina Molecular , Lisbon , Portugal
| | - Mário Rosa
- g Clinical Pharmacology Unit, Instituto de Medicina Molecular , Lisbon , Portugal
| | - Isabel Pavão Martins
- a Language Research Laboratory, University of Lisbon , Lisbon , Portugal.,b Institute of Molecular Medicine, University of Lisbon , Lisbon , Portugal.,c Faculty of Medicine , University of Lisbon , Lisbon , Portugal.,d Department of Clinical Neurosciences , Santa Maria Hospital , Lisbon , Portugal
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32
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Abstract
Recent developments in the cognitive neuroscience of music suggest that a further review of the topic of amusia is timely. In this chapter, we first consider previous taxonomies of amusia and propose a fresh framework for understanding the amusias, essentially as disorders of cognitive information processing. We critically review current cognitive and neuroanatomic findings in the published literature on amusia. We assess the extent to which the clinical and neuropsychologic evidence in amusia can be reconciled; both with the information-processing framework we propose, and with the picture of the brain organization of music and language processing emerging from cognitive neuroscience and functional neuroimaging studies. The balance of evidence suggests that the amusias can be understood as disorders of musical object cognition targeting separable levels of an information-processing hierarchy and underpinned by specific brain network dysfunction. The neuroanatomic associations of the amusias show substantial overlap with brain networks that process speech; however, this convergence leaves scope for separable brain mechanisms based on altered connectivity and dynamics across culprit networks. The study of the amusias contributes to an increasingly complex picture of the musical brain that transcends any simple dichotomy between music and speech or other complex sounds.
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Affiliation(s)
- Camilla N Clark
- Dementia Research Centre, UCL Institute of Neurology, University College London, Queen Square, London, United Kingdom
| | - Hannah L Golden
- Dementia Research Centre, UCL Institute of Neurology, University College London, Queen Square, London, United Kingdom
| | - Jason D Warren
- Dementia Research Centre, UCL Institute of Neurology, University College London, Queen Square, London, United Kingdom.
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33
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Optimal set of EEG features for emotional state classification and trajectory visualization in Parkinson's disease. Int J Psychophysiol 2014; 94:482-95. [DOI: 10.1016/j.ijpsycho.2014.07.014] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2014] [Revised: 07/24/2014] [Accepted: 07/31/2014] [Indexed: 11/18/2022]
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34
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Detection of emotions in Parkinson's disease using higher order spectral features from brain's electrical activity. Biomed Signal Process Control 2014. [DOI: 10.1016/j.bspc.2014.07.005] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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35
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Yuvaraj R, Murugappan M, Ibrahim NM, Sundaraj K, Omar MI, Mohamad K, Palaniappan R, Satiyan M. Inter-hemispheric EEG coherence analysis in Parkinson’s disease: Assessing brain activity during emotion processing. J Neural Transm (Vienna) 2014; 122:237-52. [DOI: 10.1007/s00702-014-1249-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2013] [Accepted: 05/20/2014] [Indexed: 11/24/2022]
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36
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Yuvaraj R, Murugappan M, Ibrahim NM, Omar MI, Sundaraj K, Mohamad K, Palaniappan R, Satiyan M. Emotion classification in Parkinson's disease by higher-order spectra and power spectrum features using EEG signals: a comparative study. J Integr Neurosci 2014; 13:89-120. [PMID: 24738541 DOI: 10.1142/s021963521450006x] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Deficits in the ability to process emotions characterize several neuropsychiatric disorders and are traits of Parkinson's disease (PD), and there is need for a method of quantifying emotion, which is currently performed by clinical diagnosis. Electroencephalogram (EEG) signals, being an activity of central nervous system (CNS), can reflect the underlying true emotional state of a person. This study applied machine-learning algorithms to categorize EEG emotional states in PD patients that would classify six basic emotions (happiness and sadness, fear, anger, surprise and disgust) in comparison with healthy controls (HC). Emotional EEG data were recorded from 20 PD patients and 20 healthy age-, education level- and sex-matched controls using multimodal (audio-visual) stimuli. The use of nonlinear features motivated by the higher-order spectra (HOS) has been reported to be a promising approach to classify the emotional states. In this work, we made the comparative study of the performance of k-nearest neighbor (kNN) and support vector machine (SVM) classifiers using the features derived from HOS and from the power spectrum. Analysis of variance (ANOVA) showed that power spectrum and HOS based features were statistically significant among the six emotional states (p < 0.0001). Classification results shows that using the selected HOS based features instead of power spectrum based features provided comparatively better accuracy for all the six classes with an overall accuracy of 70.10% ± 2.83% and 77.29% ± 1.73% for PD patients and HC in beta (13-30 Hz) band using SVM classifier. Besides, PD patients achieved less accuracy in the processing of negative emotions (sadness, fear, anger and disgust) than in processing of positive emotions (happiness, surprise) compared with HC. These results demonstrate the effectiveness of applying machine learning techniques to the classification of emotional states in PD patients in a user independent manner using EEG signals. The accuracy of the system can be improved by investigating the other HOS based features. This study might lead to a practical system for noninvasive assessment of the emotional impairments associated with neurological disorders.
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Affiliation(s)
- R Yuvaraj
- School of Mechatronic Engineering, University Malaysia Perlis (UniMAP), Malaysia
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37
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Aiello M, Eleopra R, Lettieri C, Mondani M, D'Auria S, Belgrado E, Piani A, De Simone L, Rinaldo S, Rumiati RI. Emotion recognition in Parkinson's disease after subthalamic deep brain stimulation: Differential effects of microlesion and STN stimulation. Cortex 2014; 51:35-45. [DOI: 10.1016/j.cortex.2013.11.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2013] [Revised: 09/25/2013] [Accepted: 11/08/2013] [Indexed: 12/19/2022]
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38
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Yuvaraj R, Murugappan M, Omar MI, Ibrahim NM, Sundaraj K, Mohamad K, Satiyan M. Emotion processing in Parkinson's disease: an EEG spectral power study. Int J Neurosci 2013; 124:491-502. [DOI: 10.3109/00207454.2013.860527] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Mattei TA, Rodriguez AH, Bassuner J. Selective impairment of emotion recognition through music in Parkinson's disease: does it suggest the existence of different networks for music and speech prosody processing? Front Neurosci 2013; 7:161. [PMID: 24062634 PMCID: PMC3771238 DOI: 10.3389/fnins.2013.00161] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2013] [Accepted: 08/20/2013] [Indexed: 11/13/2022] Open
Affiliation(s)
- Tobias A Mattei
- Neurosurgery Department, Ohio State University Columbus, OH, USA
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Paquette S, Peretz I, Belin P. The "Musical Emotional Bursts": a validated set of musical affect bursts to investigate auditory affective processing. Front Psychol 2013; 4:509. [PMID: 23964255 PMCID: PMC3741467 DOI: 10.3389/fpsyg.2013.00509] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2013] [Accepted: 07/18/2013] [Indexed: 11/18/2022] Open
Abstract
The Musical Emotional Bursts (MEB) consist of 80 brief musical executions expressing basic emotional states (happiness, sadness and fear) and neutrality. These musical bursts were designed to be the musical analog of the Montreal Affective Voices (MAV)—a set of brief non-verbal affective vocalizations portraying different basic emotions. The MEB consist of short (mean duration: 1.6 s) improvisations on a given emotion or of imitations of a given MAV stimulus, played on a violin (10 stimuli × 4 [3 emotions + neutral]), or a clarinet (10 stimuli × 4 [3 emotions + neutral]). The MEB arguably represent a primitive form of music emotional expression, just like the MAV represent a primitive form of vocal, non-linguistic emotional expression. To create the MEB, stimuli were recorded from 10 violinists and 10 clarinetists, and then evaluated by 60 participants. Participants evaluated 240 stimuli [30 stimuli × 4 (3 emotions + neutral) × 2 instruments] by performing either a forced-choice emotion categorization task, a valence rating task or an arousal rating task (20 subjects per task); 40 MAVs were also used in the same session with similar task instructions. Recognition accuracy of emotional categories expressed by the MEB (n:80) was lower than for the MAVs but still very high with an average percent correct recognition score of 80.4%. Highest recognition accuracies were obtained for happy clarinet (92.0%) and fearful or sad violin (88.0% each) MEB stimuli. The MEB can be used to compare the cerebral processing of emotional expressions in music and vocal communication, or used for testing affective perception in patients with communication problems.
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Affiliation(s)
- Sébastien Paquette
- Department of Psychology, International Laboratory for Brain Music and Sound Research, Center for Research on Brain, Language and Music, University of Montreal Montreal, QC, Canada
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41
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When voices get emotional: A corpus of nonverbal vocalizations for research on emotion processing. Behav Res Methods 2013; 45:1234-45. [DOI: 10.3758/s13428-013-0324-3] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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