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Qin S, Xuejie H. Adopted Singing Voice Evaluation Models for Work Efficiency in the Recording Industry. J Voice 2025:S0892-1997(25)00124-9. [PMID: 40234120 DOI: 10.1016/j.jvoice.2025.03.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2025] [Revised: 03/16/2025] [Accepted: 03/18/2025] [Indexed: 04/17/2025]
Abstract
In the context of industry demands, singers benefit from producing high singing efficiency. The research focuses on understanding and predicting singers' work efficiency controls, which are assessed using rework times (RwT) in recording studios. A comprehensive literature synthesis was conducted to identify nine critical factors combining advancements in both the acoustic field and recording practices. Each of these potential variables was measured while ten individual singers independently performed the same original song. The musical passages (n = 380) were analyzed using the multiple linear regression method. The findings indicate that: 1. RwT during the recording process are mainly predicted by intensity, singing duration, and rhythm consistency. 2. Intensity significantly affects RwT, acting as a negative factor. 3. The interaction between intensity and singing duration has a positive impact on RwT. We discussed the definition of intensity in vocal applications and how singers adjust recording efficiency.
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Affiliation(s)
- Su Qin
- School of Arts, Chongqing University, Chongqing 401331, China
| | - Huang Xuejie
- School of Arts, Chongqing University, Chongqing 401331, China.
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2
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Alagöz G, Eising E, Mekki Y, Bignardi G, Fontanillas P, Nivard MG, Luciano M, Cox NJ, Fisher SE, Gordon RL. The shared genetic architecture and evolution of human language and musical rhythm. Nat Hum Behav 2025; 9:376-390. [PMID: 39572686 PMCID: PMC11860242 DOI: 10.1038/s41562-024-02051-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 10/07/2024] [Indexed: 11/27/2024]
Abstract
This study aimed to test theoretical predictions over biological underpinnings of previously documented phenotypic correlations between human language-related and musical rhythm traits. Here, after identifying significant genetic correlations between rhythm, dyslexia and various language-related traits, we adapted multivariate methods to capture genetic signals common to genome-wide association studies of rhythm (N = 606,825) and dyslexia (N = 1,138,870). The results revealed 16 pleiotropic loci (P < 5 × 10-8) jointly associated with rhythm impairment and dyslexia, and intricate shared genetic and neurobiological architectures. The joint genetic signal was enriched for foetal and adult brain cell-specific regulatory regions, highlighting complex cellular composition in their shared underpinnings. Local genetic correlation with a key white matter tract (the left superior longitudinal fasciculus-I) substantiated hypotheses about auditory-motor connectivity as a genetically influenced, evolutionarily relevant neural endophenotype common to rhythm and language processing. Overall, we provide empirical evidence of multiple aspects of shared biology linking language and musical rhythm, contributing novel insight into the evolutionary relationships between human musicality and linguistic communication traits.
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Affiliation(s)
- Gökberk Alagöz
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands.
| | - Else Eising
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands
| | - Yasmina Mekki
- Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Giacomo Bignardi
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands
- Max Planck School of Cognition, Leipzig, Germany
| | | | - Michel G Nivard
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Michelle Luciano
- Department of Psychology, University of Edinburgh, Edinburgh, UK
| | - Nancy J Cox
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Simon E Fisher
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands.
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands.
| | - Reyna L Gordon
- Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA.
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA.
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA.
- Department of Hearing & Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, USA.
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3
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Saadatmehr B, Edalati M, Wallois F, Ghostine G, Kongolo G, Flaten E, Tillmann B, Trainor L, Moghimi S. Auditory Rhythm Encoding during the Last Trimester of Human Gestation: From Tracking the Basic Beat to Tracking Hierarchical Nested Temporal Structures. J Neurosci 2025; 45:e0398242024. [PMID: 39715688 PMCID: PMC11756625 DOI: 10.1523/jneurosci.0398-24.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 09/09/2024] [Accepted: 10/08/2024] [Indexed: 12/25/2024] Open
Abstract
Rhythm perception and synchronization to periodicity hold fundamental neurodevelopmental importance for language acquisition, musical behavior, and social communication. Rhythm is omnipresent in the fetal auditory world and newborns demonstrate sensitivity to auditory rhythmic cues. During the last trimester of gestation, the brain begins to respond to auditory stimulation and to code the auditory environment. When and how during this period do the neural capacities for rhythm processing develop? We conducted a cross-sectional study in 46 neonates (24 male) born between 27 and 35 weeks gestational age (wGA), measuring their neural responses to auditory rhythms with high-density electroencephalography during sleep. We developed measures to evaluate neural synchronization to nested rhythmic periodicities, including the fast isochronous beat and slower metrical (beat grouping) structures. We show that neural synchronization to beat and meter becomes stronger with increasing GA, converging on small phase differences between stimulus and neural responses near term, similar to those observed in adults. Dividing the cohort into subpopulations born before and after 33 wGA revealed that both younger and older groups showed neural synchronization to the fast periodicity related to the isochronous beat, whereas only the older group showed significant neural synchronization to the slower meter frequencies related to beat groupings, suggesting that encoding of nested periodicities arrives during late gestation. Together, our results shed light on the rapid evolution of neural coding of external hierarchical auditory rhythms during the third trimester of gestation, starting from the age when the thalamocortical axons establish the first synapses with the cortical plate.
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Affiliation(s)
- Bahar Saadatmehr
- Inserm UMR1105, Groupe de Recherches sur l'Analyse Multimodale de la Fonction Cérébrale, CURS, Amiens Cedex 80036, France
| | - Mohammadreza Edalati
- Inserm UMR1105, Groupe de Recherches sur l'Analyse Multimodale de la Fonction Cérébrale, CURS, Amiens Cedex 80036, France
| | - Fabrice Wallois
- Inserm UMR1105, Groupe de Recherches sur l'Analyse Multimodale de la Fonction Cérébrale, CURS, Amiens Cedex 80036, France
- Inserm UMR1105, EFSN Pédiatriques, CHU Amiens sud, Amiens Cedex 80054, France
| | - Ghida Ghostine
- Inserm UMR1105, Groupe de Recherches sur l'Analyse Multimodale de la Fonction Cérébrale, CURS, Amiens Cedex 80036, France
| | - Guy Kongolo
- Inserm UMR1105, Groupe de Recherches sur l'Analyse Multimodale de la Fonction Cérébrale, CURS, Amiens Cedex 80036, France
| | - Erica Flaten
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, Ontario L8S 3L8, Canada
| | - Barbara Tillmann
- Laboratory for Research on Learning and Development, LEAD - CNRS UMR5022, Université de Bourgogne, Bourgogne-Franche Comté, Dijon 21000, France
| | - Laurel Trainor
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, Ontario L8S 3L8, Canada
- McMaster Institute for Music and the Mind, McMaster University, Hamilton, Ontario L8S 3L8, Canada
- Rotman Research Institute, Baycrest Hospital, Toronto, Ontario M6A 2E1, Canada
| | - Sahar Moghimi
- Inserm UMR1105, Groupe de Recherches sur l'Analyse Multimodale de la Fonction Cérébrale, CURS, Amiens Cedex 80036, France
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Mallick R, Basak S, Das RK, Banerjee A, Paul S, Pathak S, Duttaroy AK. Roles of the gut microbiota in human neurodevelopment and adult brain disorders. Front Neurosci 2024; 18:1446700. [PMID: 39659882 PMCID: PMC11628544 DOI: 10.3389/fnins.2024.1446700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2024] [Accepted: 11/05/2024] [Indexed: 12/12/2024] Open
Abstract
Growing evidence demonstrates the connection between gut microbiota, neurodevelopment, and adult brain function. Microbial colonization occurs before the maturation of neural systems and its association with brain development. The early microbiome interactions with the gut-brain axis evolved to stimulate cognitive activities. Gut dysbiosis can lead to impaired brain development, growth, and function. Docosahexaenoic acid (DHA) is critically required for brain structure and function, modulates gut microbiota, and impacts brain activity. This review explores how gut microbiota influences early brain development and adult functions, encompassing the modulation of neurotransmitter activity, neuroinflammation, and blood-brain barrier integrity. In addition, it highlights processes of how the gut microbiome affects fetal neurodevelopment and discusses adult brain disorders.
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Affiliation(s)
- Rahul Mallick
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Sanjay Basak
- Molecular Biology Division, ICMR-National Institute of Nutrition, Indian Council of Medical Research, Hyderabad, India
| | - Ranjit K. Das
- Department of Health and Biomedical Sciences, University of Texas Rio Grande Valley, Brownsville, TX, United States
| | - Antara Banerjee
- Faculty of Allied Health Sciences, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Chennai, India
| | - Sujay Paul
- Tecnologico de Monterrey, School of Engineering and Sciences, Queretaro, Mexico
| | - Surajit Pathak
- Faculty of Allied Health Sciences, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Chennai, India
| | - Asim K. Duttaroy
- Department of Nutrition, Faculty of Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
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Edalati M, Wallois F, Ghostine G, Kongolo G, Trainor LJ, Moghimi S. Neural oscillations suggest periodicity encoding during auditory beat processing in the premature brain. Dev Sci 2024; 27:e13550. [PMID: 39010656 DOI: 10.1111/desc.13550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 06/25/2024] [Accepted: 06/26/2024] [Indexed: 07/17/2024]
Abstract
When exposed to rhythmic patterns with temporal regularity, adults exhibit an inherent ability to extract and anticipate an underlying sequence of regularly spaced beats, which is internally constructed, as beats are experienced even when no events occur at beat positions (e.g., in the case of rests). Perception of rhythm and synchronization to periodicity is indispensable for development of cognitive functions, social interaction, and adaptive behavior. We evaluated neural oscillatory activity in premature newborns (n = 19, mean age, 32 ± 2.59 weeks gestational age) during exposure to an auditory rhythmic sequence, aiming to identify early traces of periodicity encoding and rhythm processing through entrainment of neural oscillations at this stage of neurodevelopment. The rhythmic sequence elicited a systematic modulation of alpha power, synchronized to expected beat locations coinciding with both tones and rests, and independent of whether the beat was preceded by tone or rest. In addition, the periodic alpha-band fluctuations reached maximal power slightly before the corresponding beat onset times. Together, our results show neural encoding of periodicity in the premature brain involving neural oscillations in the alpha range that are much faster than the beat tempo, through alignment of alpha power to the beat tempo, consistent with observations in adults on predictive processing of temporal regularities in auditory rhythms. RESEARCH HIGHLIGHTS: In response to the presented rhythmic pattern, systematic modulations of alpha power showed that the premature brain extracted the temporal regularity of the underlying beat. In contrast to evoked potentials, which are greatly reduced when there is no sounds event, the modulation of alpha power occurred for beats coinciding with both tones and rests in a predictive way. The findings provide the first evidence for the neural coding of periodicity in auditory rhythm perception before the age of term.
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Affiliation(s)
- Mohammadreza Edalati
- Inserm UMR1105, Groupe de Recherches sur l'Analyse Multimodale de la Fonction Cérébrale, Université de Picardie Jules Verve, Amiens Cedex, France
| | - Fabrice Wallois
- Inserm UMR1105, Groupe de Recherches sur l'Analyse Multimodale de la Fonction Cérébrale, Université de Picardie Jules Verve, Amiens Cedex, France
- Inserm UMR1105, EFSN Pédiatriques, Amiens University Hospital, Amiens Cedex, France
| | - Ghida Ghostine
- Inserm UMR1105, Groupe de Recherches sur l'Analyse Multimodale de la Fonction Cérébrale, Université de Picardie Jules Verve, Amiens Cedex, France
| | - Guy Kongolo
- Inserm UMR1105, Groupe de Recherches sur l'Analyse Multimodale de la Fonction Cérébrale, Université de Picardie Jules Verve, Amiens Cedex, France
| | - Laurel J Trainor
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, Ontario, Canada
- McMaster Institute for Music and the Mind, McMaster University, Hamilton, Ontario, Canada
- Rotman Research Institute, Baycrest Hospital, Toronto, Ontario, Canada
| | - Sahar Moghimi
- Inserm UMR1105, Groupe de Recherches sur l'Analyse Multimodale de la Fonction Cérébrale, Université de Picardie Jules Verve, Amiens Cedex, France
- Inserm UMR1105, EFSN Pédiatriques, Amiens University Hospital, Amiens Cedex, France
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Pranjić M, Braun Janzen T, Vukšić N, Thaut M. From Sound to Movement: Mapping the Neural Mechanisms of Auditory-Motor Entrainment and Synchronization. Brain Sci 2024; 14:1063. [PMID: 39595826 PMCID: PMC11592450 DOI: 10.3390/brainsci14111063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 10/21/2024] [Accepted: 10/24/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND Humans exhibit a remarkable ability to synchronize their actions with external auditory stimuli through a process called auditory-motor or rhythmic entrainment. Positive effects of rhythmic entrainment have been demonstrated in adults with neurological movement disorders, yet the neural substrates supporting the transformation of auditory input into timed rhythmic motor outputs are not fully understood. We aimed to systematically map and synthesize the research on the neural correlates of auditory-motor entrainment and synchronization. METHODS Following the PRISMA-ScR guidelines for scoping reviews, a systematic search was conducted across four databases (MEDLINE, Embase, PsycInfo, and Scopus) for articles published between 2013 and 2023. RESULTS From an initial return of 1430 records, 22 studies met the inclusion criteria and were synthesized based on the neuroimaging modality. There is converging evidence that auditory-motor synchronization engages bilateral cortical and subcortical networks, including the supplementary motor area, premotor cortex, ventrolateral prefrontal cortex, basal ganglia, and cerebellum. Specifically, the supplementary motor area and the basal ganglia are essential for beat-based timing and internally guided rhythmic movements, while the cerebellum plays an important role in tracking and processing complex rhythmic patterns and synchronizing to the external beat. Self-paced tapping is associated with additional activations in the prefrontal cortex and the basal ganglia, suggesting that tapping in the absence of auditory cues requires more neural resources. Lastly, existing studies indicate that movement rate and the type of music further modulate the EEG power in the alpha and beta frequency bands. CONCLUSIONS These findings are discussed in the context of clinical implications and rhythm-based therapies.
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Affiliation(s)
- Marija Pranjić
- Music and Health Science Research Collaboratory, University of Toronto, Toronto, ON M5S 1C5, Canada
- Division of Developmental Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Thenille Braun Janzen
- Center of Mathematics, Computing and Cognition, Universidade Federal do ABC, São Bernardo do Campo, Sao Paulo 09606-045, Brazil
| | | | - Michael Thaut
- Music and Health Science Research Collaboratory, University of Toronto, Toronto, ON M5S 1C5, Canada
- Faculty of Medicine, Institute of Medical Science and Rehabilitation Research Institute, University of Toronto, Toronto, ON M5S 1A8, Canada
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7
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Toki EI, Zakopoulou V, Tatsis G, Pange J. Automated Detection of Neurodevelopmental Disorders Using Face-to-Face Mobile Technology Among Typically Developing Greek Children: Randomized Controlled Trial. JMIR Form Res 2024; 8:e53465. [PMID: 39393054 PMCID: PMC11512119 DOI: 10.2196/53465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 06/23/2024] [Accepted: 07/16/2024] [Indexed: 10/13/2024] Open
Abstract
BACKGROUND Neurodevelopmental disorders (NDs) are characterized by heterogeneity, complexity, and interactions among multiple domains with long-lasting effects in adulthood. Early and accurate identification of children at risk for NDs is crucial for timely intervention, yet many cases remain undiagnosed, leading to missed opportunities for effective interventions. Digital tools can help clinicians assist and identify NDs. The concept of using serious games to enhance health care has gained attention among a growing group of scientists, entrepreneurs, and clinicians. OBJECTIVE This study aims to explore the core principles of automated mobile detection of NDs in typically developing Greek children, using a serious game developed within the SmartSpeech project, designed to evaluate multiple developmental domains through principal component analysis (PCA). METHODS A total of 229 typically developing children aged 4 to 12 years participated in the study. The recruitment process involved open calls through public and private health and educational institutions across Greece. Parents were thoroughly informed about the study's objectives and procedures, and written consent was obtained. Children engaged under the clinician's face-to-face supervision with the serious game "Apsou," which assesses 18 developmental domains, including speech, language, psychomotor, cognitive, psychoemotional, and hearing abilities. Data from the children's interactions were analyzed using PCA to identify key components and underlying principles of ND detection. RESULTS A sample of 229 typically developing preschoolers and early school-aged children played the Apsou mobile serious game for automated detection of NDs. Performing a PCA, the findings identified 5 main components accounting for about 80% of the data variability that potentially have significant prognostic implications for a safe diagnosis of NDs. Varimax rotation explained 61.44% of the total variance. The results underscore key theoretical principles crucial for the automated detection of NDs. These principles encompass communication skills, speech and language development, vocal processing, cognitive skills and sensory functions, and visual-spatial skills. These components align with the theoretical principles of child development and provide a robust framework for automated ND detection. CONCLUSIONS The study highlights the feasibility and effectiveness of using serious games for early ND detection in children. The identified principal components offer valuable insights into critical developmental domains, paving the way for the development of advanced machine learning applications to support highly accurate predictions and classifications for automated screening, diagnosis, prognosis, or intervention planning in ND clinical decision-making. Future research should focus on validating these findings across diverse populations integrating additional features such as biometric data and longitudinal tracking to enhance the accuracy and reliability of automated detection systems. TRIAL REGISTRATION ClinicalTrials.gov NCT06633874; https://clinicaltrials.gov/study/NCT06633874. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-https://doi.org/10.3390/signals4020021.
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Affiliation(s)
- Eugenia I Toki
- Department of Speech and Language Therapy, School of Health Sciences, University of Ioannina, Ioannina, Greece
- Laboratory of New Technologies and Distance Learning, Department of Early Childhood Education, University of Ioannina, Ioannina, Greece
| | - Victoria Zakopoulou
- Department of Speech and Language Therapy, School of Health Sciences, University of Ioannina, Ioannina, Greece
| | - Giorgos Tatsis
- Department of Speech and Language Therapy, School of Health Sciences, University of Ioannina, Ioannina, Greece
| | - Jenny Pange
- Laboratory of New Technologies and Distance Learning, Department of Early Childhood Education, University of Ioannina, Ioannina, Greece
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Liu C, Liang X, Yang Y, Liu R, Arbour-Nicitopoulos K, Sit CHP. Mechanisms Linking Physical Activity With Mental Health in Children and Adolescents With Neurodevelopmental Disorders: A Systematic Review. Am J Prev Med 2024; 67:592-605. [PMID: 38844148 DOI: 10.1016/j.amepre.2024.05.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 05/30/2024] [Accepted: 05/30/2024] [Indexed: 07/04/2024]
Abstract
INTRODUCTION Physical activity (PA) is a promising way to improve mental health in children and adolescents with neurodevelopmental disorders (NDDs). However, the underlying mechanisms remain unclear. The current review aimed to explore the potential neurobiological, psychosocial, and behavioral mechanisms between PA interventions and mental health in children and adolescents with NDDs. METHODS Web of Science, PsycINFO, SPORTDiscus, MEDLINE, CINAHL, and ERIC were searched from inception to June 2023. Randomized controlled trials/quasi-experimental designs applying PA interventions and reporting at least one mental health outcome and at least one potential mechanism in children and adolescents with NDDs were included. The best evidence synthesis rating system was adopted to determine the strength and consistency of potential mechanisms and was performed in 2024. RESULTS In total, 45 studies were included, 29 of which were randomized controlled trials and 16 were quasi-experimental, with a total of 1,751 participants. According to the best evidence synthesis rating system, neurobiological (theta activity and P3 amplitude), psychosocial (social skills and social participation), and behavioral (motor skills and sleep) mechanisms were the frequently examined and consistent mechanisms through which PA affected mental health in children and adolescents with NDDs. However, evidence regarding P3 latency, beta activity, and physical self-concept was insufficient. DISCUSSION Future PA interventions could consider neurobiological (theta activity and P3 amplitude), psychosocial (social skills and social participation), and behavioral (motor skills and sleep) mechanisms. Alternatively, PA can be developed as an adjunctive approach with interventions that specifically focus on these mechanisms to enhance mental health in children and adolescents with NDDs.
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Affiliation(s)
- Chang Liu
- Department of Sports Science and Physical Education, The Chinese University of Hong Kong, Shatin, Hong Kong, China
| | - Xiao Liang
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China
| | - Yijian Yang
- Department of Sports Science and Physical Education, The Chinese University of Hong Kong, Shatin, Hong Kong, China
| | - Ran Liu
- The First Hospital of Tsinghua University (Beijing Huaxin Hospital), Beijing, China
| | | | - Cindy Hui-Ping Sit
- Department of Sports Science and Physical Education, The Chinese University of Hong Kong, Shatin, Hong Kong, China.
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Goetschalckx M, Feys P, Rameckers E, Moens B, Leman M, Moumdjian L. Auditory-motor synchronization in developmental coordination disorder: Effects on interlimb coordination during walking and running. Ann N Y Acad Sci 2024; 1540:307-323. [PMID: 39320072 DOI: 10.1111/nyas.15228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/26/2024]
Abstract
Developmental coordination disorder (DCD) presents challenges in motor control. DCD affects tasks such as walking and running and is characterized by poor interlimb coordination and increased spatiotemporal variability compared to typically developing children (TDC). While auditory rhythm synchronization has shown to have benefits for gait performance in adults, its impact on children with DCD during walking and running remains unclear. This study investigated auditory-motor synchronization and interlimb coordination during walking and running in children with and without DCD. Twenty-one DCD and 23 TDC participants aged 8-12 years walked and ran to two different auditory metronomes (discrete and continuous). Synchronization consistency was the primary outcome, with interlimb coordination and spatiotemporal variability as secondary outcomes. Results showed that children with DCD exhibited significantly lower synchronization consistency than TDC, particularly during running. The metronome structure did not influence synchronization ability. Additionally, interlimb coordination differed significantly between DCD and TDC during running and was not impacted by auditory-motor synchronization. Spatiotemporal variability was higher in DCD during both walking and running than in TDC, and accentuated during running. Variability of cadence was influenced by the use of continuous metronomes, which may offer potential benefits in reducing cadence variability.
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Affiliation(s)
- Mieke Goetschalckx
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Belgium
| | - Peter Feys
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Belgium
| | - Eugene Rameckers
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Belgium
- Department of Rehabilitation Medicine, CAPHRI, FHML, Maastricht University, Maastricht, The Netherlands
- Centre of Expertise, Adelante Rehabilitation Centre, Valkenburg, The Netherlands
| | - Bart Moens
- IPEM, Institute of Psychoacoustic and Electronic Music, Faculty of Art and Philosophy, Gent University, Gent, Belgium
| | - Marc Leman
- IPEM, Institute of Psychoacoustic and Electronic Music, Faculty of Art and Philosophy, Gent University, Gent, Belgium
| | - Lousin Moumdjian
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Belgium
- IPEM, Institute of Psychoacoustic and Electronic Music, Faculty of Art and Philosophy, Gent University, Gent, Belgium
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Goetschalckx M, Moumdjian L, Rameckers E, Feys P. Interlimb Coordination and Auditory-Motor Synchronization in Children with Developmental Coordination Disorder: Examining Antiphase Knee Movements with Auditory Metronomes While Seated. CHILDREN (BASEL, SWITZERLAND) 2024; 11:1195. [PMID: 39457161 PMCID: PMC11506724 DOI: 10.3390/children11101195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 09/24/2024] [Accepted: 09/28/2024] [Indexed: 10/28/2024]
Abstract
Background: Children with developmental coordination disorder (DCD) exhibit reduced interlimb coordination compared to typically developing children (TDC) during complex tasks like running, which requires dynamic postural control. However, the extent of interlimb coordination difficulties in DCD during tasks that demand minimal dynamic balance, such as self-paced and externally auditory-paced tasks, remains unclear. This study aimed to compare interlimb coordination and auditory-motor synchronization between children with DCD and TDC during a seated antiphase coordination task of the lower limbs, which has minimal postural control requirements. Methods: Twenty-one children with DCD and 22 TDC performed an antiphase knee flexion and extension task while seated, in three conditions (baseline silence, metronome discrete, and metronome continuous), for three minutes. The interlimb coordination, synchronization, and spatiotemporal movement parameters were analyzed using a mixed model analysis; Results: Children with DCD displayed less coordinated interlimb movements compared to TDC (p = 0.0140), which was the result of the greater variability in coordinating antiphase knee flexion-extension movements (p < 0.0001). No group differences in spatiotemporal movement parameters were observed. Children with DCD, compared to TDC, had a lower synchronization consistency to metronomes (p = 0.0155). Discrete metronomes enhanced interlimb coordination compared to the baseline silence condition (p = 0.0046); Conclusions: The study highlights an inferior interlimb coordination and auditory-motor synchronization in children with DCD compared to TDC. Implementing metronomes with a discrete temporal structure improved the interlimb coordination of both groups during the used fundamental seated interlimb coordination task, supporting theorical frameworks of event-based timing.
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Affiliation(s)
- Mieke Goetschalckx
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Wetenschapspark 5-7, 3590 Diepenbeek, Belgium; (L.M.); (E.R.); (P.F.)
| | - Lousin Moumdjian
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Wetenschapspark 5-7, 3590 Diepenbeek, Belgium; (L.M.); (E.R.); (P.F.)
- IPEM, Institute of Psychoacoustic and Electronic Music, Faculty of Art and Philosophy, Gent University, Miriam Makebaplein 1 B, 9000 Gent, Belgium
| | - Eugene Rameckers
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Wetenschapspark 5-7, 3590 Diepenbeek, Belgium; (L.M.); (E.R.); (P.F.)
- Department of Rehabilitation Medicine, CAPHRI, FHML, Maastricht University, 6211 LK Maastricht, The Netherlands
| | - Peter Feys
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, Wetenschapspark 5-7, 3590 Diepenbeek, Belgium; (L.M.); (E.R.); (P.F.)
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11
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de Hoyos L, Verhoef E, Okbay A, Vermeulen JR, Figaroa C, Lense M, Fisher SE, Gordon RL, St Pourcain B. Preschool musicality is associated with school-age communication abilities through genes related to rhythmicity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.09.611603. [PMID: 39314312 PMCID: PMC11419103 DOI: 10.1101/2024.09.09.611603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
Early-life musical engagement is an understudied but developmentally important and heritable precursor of later (social) communication and language abilities. This study aims to uncover the aetiological mechanisms linking musical to communication abilities. We derived polygenic scores (PGS) for self-reported beat synchronisation abilities (PGSrhythmicity) in children (N≤6,737) from the Avon Longitudinal Study of Parents and Children and tested their association with preschool musical (0.5-5 years) and school-age (social) communication and cognition-related abilities (9-12 years). We further assessed whether relationships between preschool musicality and school-age communication are shared through PGSrhythmicity, using structural equation modelling techniques. PGSrhythmicity were associated with preschool musicality (Nagelkerke-R2=0.70-0.79%), and school-age communication and cognition-related abilities (R2=0.08-0.41%), but not social communication. We identified links between preschool musicality and school-age speech- and syntax-related communication abilities as captured by known genetic influences underlying rhythmicity (shared effect β=0.0065(SE=0.0021), p=0.0016), above and beyond general cognition, strengthening support for early music intervention programmes.
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Affiliation(s)
- Lucía de Hoyos
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
| | - Ellen Verhoef
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
| | - Aysu Okbay
- Department of Economics, School of Business and Economics, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Janne R Vermeulen
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
| | - Celeste Figaroa
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
| | - Miriam Lense
- Blair School of Music, Vanderbilt University, Nashville, TN, USA
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN, USA
| | - Simon E Fisher
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
| | - Reyna L Gordon
- Blair School of Music, Vanderbilt University, Nashville, TN, USA
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Beate St Pourcain
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
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12
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Couvignou M, Peyre H, Ramus F, Kolinsky R. Do early musical impairments predict later reading difficulties? A longitudinal study of pre-readers with and without familial risk for dyslexia. Dev Sci 2024; 27:e13519. [PMID: 38679927 DOI: 10.1111/desc.13519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 03/14/2024] [Accepted: 04/05/2024] [Indexed: 05/01/2024]
Abstract
The present longitudinal study investigated the hypothesis that early musical skills (as measured by melodic and rhythmic perception and memory) predict later literacy development via a mediating effect of phonology. We examined 130 French-speaking children, 31 of whom with a familial risk for developmental dyslexia (DD). Their abilities in the three domains were assessed longitudinally with a comprehensive battery of behavioral tests in kindergarten, first grade, and second grade. Using a structural equation modeling approach, we examined potential longitudinal effects from music to literacy via phonology. We then investigated how familial risk for DD may influence these relationships by testing whether atypical music processing is a risk factor for DD. Results showed that children with a familial risk for DD consistently underperformed children without familial risk in music, phonology, and literacy. A small effect of musical ability on literacy via phonology was observed, but may have been induced by differences in stability across domains over time. Furthermore, early musical skills did not add significant predictive power to later literacy difficulties beyond phonological skills and family risk status. These findings are consistent with the idea that certain key auditory skills are shared between music and speech processing, and between DD and congenital amusia. However, they do not support the notion that music perception and memory skills can serve as a reliable early marker of DD, nor as a valuable target for reading remediation. RESEARCH HIGHLIGHTS: Music, phonology, and literacy skills of 130 children, 31 of whom with a familial risk for dyslexia, were examined longitudinally. Children with a familial risk for dyslexia consistently underperformed children without familial risk in musical, phonological, and literacy skills. Structural equation models showed a small effect of musical ability in kindergarten on literacy in second grade, via phonology in first grade. However, early musical skills did not add significant predictive power to later literacy difficulties beyond phonological skills and family risk status.
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Affiliation(s)
- Manon Couvignou
- Unité de Recherche en Neurosciences Cognitives (Unescog), Center for Research in Cognition & Neurosciences (CRCN), Université Libre de Bruxelles (ULB), Brussels, Belgium
- Department of Psychology, Centre for Neuroscience in Education, University of Cambridge, Cambridge, UK
| | - Hugo Peyre
- Département d'Études Cognitives, Laboratoire de Sciences Cognitives et Psycholinguistique, École Normale Supérieure, PSL University, EHESS, CNRS, Paris, France
- Autism Reference Centre of Languedoc-Roussillon CRA-LR, Excellence Centre for Autism and Neurodevelopmental disorders CeAND, Montpellier University Hospital, MUSE University, Montpellier, France
- CESP, INSERM U1178, Centre de recherche en Épidémiologie et Santé des Populations, Villejuif, France
| | - Franck Ramus
- Département d'Études Cognitives, Laboratoire de Sciences Cognitives et Psycholinguistique, École Normale Supérieure, PSL University, EHESS, CNRS, Paris, France
| | - Régine Kolinsky
- Unité de Recherche en Neurosciences Cognitives (Unescog), Center for Research in Cognition & Neurosciences (CRCN), Université Libre de Bruxelles (ULB), Brussels, Belgium
- Fonds de la Recherche Scientifique-FNRS (FRS-FNRS), Brussels, Belgium
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13
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LaGasse B, Yoo GE, Hardy MW. Rhythm and music for promoting sensorimotor organization in autism: broader implications for outcomes. Front Integr Neurosci 2024; 18:1403876. [PMID: 39040594 PMCID: PMC11260726 DOI: 10.3389/fnint.2024.1403876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 06/05/2024] [Indexed: 07/24/2024] Open
Abstract
Emerging research suggests that music and rhythm-based interventions offer promising avenues for facilitating functional outcomes for autistic individuals. Evidence suggests that many individuals with ASD have music processing and production abilities similar to those of neurotypical peers. These individual strengths in music processing and production may be used within music therapy with a competence-based treatment approach. We provide an updated perspective of how music and rhythm-based interventions promote sensory and motor regulation, and how rhythm and music may then impact motor, social, and communicative skills. We discuss how music can engage and motivate individuals, and can be used intentionally to promote skill acquisition through both structured and flexible therapeutic applications. Overall, we illustrate the potential of music and rhythm as valuable tools in addressing skill development in individuals on the autism spectrum.
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Affiliation(s)
- Blythe LaGasse
- School of Music, Theatre, and Dance, Colorado State University, Fort Collins, CO, United States
| | - Ga Eul Yoo
- Department of Music Therapy, Graduate School, Ewha Womans University, Seoul, Republic of Korea
| | - Michelle Welde Hardy
- School of Music, Theatre, and Dance, Colorado State University, Fort Collins, CO, United States
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14
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Ampollini S, Ardizzi M, Ferroni F, Cigala A. Synchrony perception across senses: A systematic review of temporal binding window changes from infancy to adolescence in typical and atypical development. Neurosci Biobehav Rev 2024; 162:105711. [PMID: 38729280 DOI: 10.1016/j.neubiorev.2024.105711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 04/14/2024] [Accepted: 05/03/2024] [Indexed: 05/12/2024]
Abstract
Sensory integration is increasingly acknowledged as being crucial for the development of cognitive and social abilities. However, its developmental trajectory is still little understood. This systematic review delves into the topic by investigating the literature about the developmental changes from infancy through adolescence of the Temporal Binding Window (TBW) - the epoch of time within which sensory inputs are perceived as simultaneous and therefore integrated. Following comprehensive searches across PubMed, Elsevier, and PsycInfo databases, only experimental, behavioral, English-language, peer-reviewed studies on multisensory temporal processing in 0-17-year-olds have been included. Non-behavioral, non-multisensory, and non-human studies have been excluded as those that did not directly focus on the TBW. The selection process was independently performed by two Authors. The 39 selected studies involved 2859 participants in total. Findings indicate a predisposition towards cross-modal asynchrony sensitivity and a composite, still unclear, developmental trajectory, with atypical development associated to increased asynchrony tolerance. These results highlight the need for consistent and thorough research into TBW development to inform potential interventions.
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Affiliation(s)
- Silvia Ampollini
- Department of Humanities, Social Sciences and Cultural Industries, University of Parma, Borgo Carissimi, 10, Parma 43121, Italy.
| | - Martina Ardizzi
- Department of Medicine and Surgery, Unit of Neuroscience, University of Parma, Via Volturno 39E, Parma 43121, Italy
| | - Francesca Ferroni
- Department of Medicine and Surgery, Unit of Neuroscience, University of Parma, Via Volturno 39E, Parma 43121, Italy
| | - Ada Cigala
- Department of Humanities, Social Sciences and Cultural Industries, University of Parma, Borgo Carissimi, 10, Parma 43121, Italy
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15
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Carrillo C, Chang A, Armstrong H, Cairney J, McAuley JD, Trainor LJ. Auditory rhythm facilitates perception and action in children at risk for developmental coordination disorder. Sci Rep 2024; 14:12203. [PMID: 38806554 PMCID: PMC11133375 DOI: 10.1038/s41598-024-62322-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 05/15/2024] [Indexed: 05/30/2024] Open
Abstract
Developmental Coordination Disorder (DCD) is a common neurodevelopmental disorder featuring deficits in motor coordination and motor timing among children. Deficits in rhythmic tracking, including perceptually tracking and synchronizing action with auditory rhythms, have been studied in a wide range of motor disorders, providing a foundation for developing rehabilitation programs incorporating auditory rhythms. We tested whether DCD also features these auditory-motor deficits among 7-10 year-old children. In a speech recognition task with no overt motor component, modulating the speech rhythm interfered more with the performance of children at risk for DCD than typically developing (TD) children. A set of auditory-motor tapping tasks further showed that, although children at risk for DCD performed worse than TD children in general, the presence of an auditory rhythmic cue (isochronous metronome or music) facilitated the temporal consistency of tapping. Finally, accuracy in the recognition of rhythmically modulated speech and tapping consistency correlated with performance on the standardized motor assessment. Together, the results show auditory rhythmic regularity benefits auditory perception and auditory-motor coordination in children at risk for DCD. This provides a foundation for future clinical studies to develop evidence-based interventions involving auditory-motor rhythmic coordination for children with DCD.
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Affiliation(s)
- Chantal Carrillo
- Department of Psychology, Neuroscience, and Behaviour, McMaster University, Hamilton, ON, Canada.
| | - Andrew Chang
- Department of Psychology, Neuroscience, and Behaviour, McMaster University, Hamilton, ON, Canada
- Department of Psychology, New York University, New York, USA
| | - Hannah Armstrong
- Department of Psychology, Neuroscience, and Behaviour, McMaster University, Hamilton, ON, Canada
| | - John Cairney
- Infant and Child Health (INCH) Lab, Department of Family Medicine, McMaster University, Hamilton, ON, Canada
- School of Human Movement and Nutrition Sciences, University of Queensland, Brisbane, QLD, Australia
| | - J Devin McAuley
- Department of Psychology, Michigan State University, Michigan, USA
| | - Laurel J Trainor
- Department of Psychology, Neuroscience, and Behaviour, McMaster University, Hamilton, ON, Canada
- McMaster Institute for Music and the Mind, McMaster University, Hamilton, ON, Canada
- Rotman Research Institute, Baycrest Hospital, Toronto, ON, Canada
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16
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Lazzari G, van de Vorst R, van Vugt FT, Lega C. Subtle Patterns of Altered Responsiveness to Delayed Auditory Feedback during Finger Tapping in People Who Stutter. Brain Sci 2024; 14:472. [PMID: 38790451 PMCID: PMC11120293 DOI: 10.3390/brainsci14050472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 05/01/2024] [Accepted: 05/03/2024] [Indexed: 05/26/2024] Open
Abstract
Differences in sensorimotor integration mechanisms have been observed between people who stutter (PWS) and controls who do not. Delayed auditory feedback (DAF) introduces timing discrepancies between perception and action, disrupting sequence production in verbal and non-verbal domains. While DAF consistently enhances speech fluency in PWS, its impact on non-verbal sensorimotor synchronization abilities remains unexplored. A total of 11 PWS and 13 matched controls completed five tasks: (1) unpaced tapping; (2) synchronization-continuation task (SCT) without auditory feedback; (3) SCT with DAF, with instruction either to align the sound in time with the metronome; or (4) to ignore the sound and align their physical tap to the metronome. Additionally, we measured participants' sensitivity to detecting delayed feedback using a (5) delay discrimination task. Results showed that DAF significantly affected performance in controls as a function of delay duration, despite being irrelevant to the task. Conversely, PWS performance remained stable across delays. When auditory feedback was absent, no differences were found between PWS and controls. Moreover, PWS were less able to detect delays in speech and tapping tasks. These findings show subtle differences in non-verbal sensorimotor performance between PWS and controls, specifically when action-perception loops are disrupted by delays, contributing to models of sensorimotor integration in stuttering.
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Affiliation(s)
- Giorgio Lazzari
- Department of Brain and Behavioral Sciences, University of Pavia, 27100 Pavia, Italy;
| | - Robert van de Vorst
- Centre for Research on Brain, Language and Music (CRBLM), Montreal, QC H3A 1G1, Canada; (R.v.d.V.); (F.T.v.V.)
- School of Communication Sciences and Disorders, McGill University, Montreal, QC H3G 1Y6, Canada
| | - Floris T. van Vugt
- Centre for Research on Brain, Language and Music (CRBLM), Montreal, QC H3A 1G1, Canada; (R.v.d.V.); (F.T.v.V.)
- Psychology Department, University of Montreal, Montreal, QC H3T 1J4, Canada
- International Laboratory for Brain, Music and Sound Research (BRAMS), Montreal, QC H3T 1J4, Canada
| | - Carlotta Lega
- Department of Brain and Behavioral Sciences, University of Pavia, 27100 Pavia, Italy;
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17
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Samadi A, Rasti J, Emadi Andani M. Enhancing gait cadence through rhythm-modulated music: A study on healthy adults. Comput Biol Med 2024; 174:108465. [PMID: 38613895 DOI: 10.1016/j.compbiomed.2024.108465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 03/20/2024] [Accepted: 04/08/2024] [Indexed: 04/15/2024]
Abstract
BACKGROUND AND OBJECTIVE Gait disorders stemming from brain lesions or chemical imbalances, pose significant challenges for patients. Proposed treatments encompass medication, deep brain stimulation, physiotherapy, and visual stimulation. Music, with its harmonious structures, serves as a continuous reference, synchronizing muscle activities through neural connections between hearing and motor functions, can show promise in gait disorder management. This study explores the influence of heightened music rhythm on young healthy participants' gait cadence in three conditions: FeedForward (independent rhythm), FeedBack (cadence-synced rhythm), and Adaptive (cadence-controlled musical experience). The objective is to increase gait cadence through rhythm modulation during walking. METHOD The study involved 18 young healthy participants (13 males and 5 females) who did not have any gait or hearing disorders. Each participant completed the gait task in the three aforementioned conditions. Each condition was comprised of three sessions: 1) Baseline, where participants walked while listening to the original music; 2) Intervention, changing the music rhythm to affect the gait cadence; and 3) Realign, replaying the original music and measuring the durability of the effect of the Intervention session. The measurement tool was a pair of footwear equipped with push-button switches that transmited the foot-to-ground contact to the LabVIEW® software, all designed by the research team. Repeated measures of ANOVA was employed to evaluate the impact of the sessions and conditions. RESULTS In all three conditions, there was a significant effect of music on increasing gait cadence during Intervention and Realign sessions (p < 0.001). Additionally, the immediate impact of music on gait cadence in the Adaptive condition was superior to the other conditions. CONCLUSION The study findings indicate that increasing the rhythm of music during walking has a significant impact on gait cadence among young healthy participants. This effect remained significant even after realigning the music to normal. It could be harnessed to support the rehabilitation of individuals with movement disorders characterized by a decrease in movement speed, such as Parkinson's disease. Moreover, the results indicate that the Adaptive method showed promising outcomes, suggesting its potential for further exploration as an effective means to control gait cadence.
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Affiliation(s)
- Aboubakr Samadi
- Department of Biomedical Engineering, Faculty of Engineering, University of Isfahan, Isfahan, Iran.
| | - Javad Rasti
- Department of Biomedical Engineering, Faculty of Engineering, University of Isfahan, Isfahan, Iran.
| | - Mehran Emadi Andani
- Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy.
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18
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Richard Williams N, Tremblay L, Hurt-Thaut C, Brian J, Kowaleski J, Mertel K, Shlüter S, Thaut M. Auditory feedback decreases timing variability for discontinuous and continuous motor tasks in autistic adults. Front Integr Neurosci 2024; 18:1379208. [PMID: 38690085 PMCID: PMC11058991 DOI: 10.3389/fnint.2024.1379208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 03/28/2024] [Indexed: 05/02/2024] Open
Abstract
Introduction Autistic individuals demonstrate greater variability and timing error in their motor performance than neurotypical individuals, likely due at least in part to atypical cerebellar characteristics and connectivity. These motor difficulties may differentially affect discrete as opposed to continuous movements in autistic individuals. Augmented auditory feedback has the potential to aid motor timing and variability due to intact auditory-motor pathways in autism and high sensitivity in autistic individuals to auditory stimuli. Methods This experiment investigated whether there were differences in timing accuracy and variability in autistic adults as a function of task (discontinuous vs. continuous movements) and condition (augmented auditory feedback vs. no auditory feedback) in a synchronization-continuation paradigm. Ten autistic young adults aged 17-27 years of age completed the within-subjects study that involved drawing circles at 800 milliseconds intervals on a touch screen. In the discontinuous task, participants traced a series of discrete circles and paused at the top of each circle for at least 60 milliseconds. In the continuous task, participants traced the circles without pausing. Participants traced circles in either a non-auditory condition, or an auditory condition in which they heard a tone each time that they completed a circle drawing. Results Participants had significantly better timing accuracy on the continuous timing task as opposed to the discontinuous task. Timing consistency was significantly higher for tasks performed with auditory feedback. Discussion This research reveals that motor difficulties in autistic individuals affect discrete timing tasks more than continuous tasks, and provides evidence that augmented auditory feedback may be able to mitigate some of the timing variability present in autistic persons' movements. These results provide support for future investigation on the use of music-based therapies involving auditory feedback to address motor dysfunction in autistic individuals.
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Affiliation(s)
- Nicole Richard Williams
- Music and Health Science Research Collaboratory, University of Toronto, Faculty of Music, Toronto, ON, Canada
- College of Music and Performing Arts, Belmont University, Nashville, TN, United States
| | - Luc Tremblay
- Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
- KITE Research Institute, University Health Network, Toronto, ON, Canada
| | - Corene Hurt-Thaut
- Music and Health Science Research Collaboratory, University of Toronto, Faculty of Music, Toronto, ON, Canada
| | - Jessica Brian
- Bloorview Research Institute, University of Toronto, Toronto, ON, Canada
| | - Julia Kowaleski
- Music and Health Science Research Collaboratory, University of Toronto, Faculty of Music, Toronto, ON, Canada
| | - Kathrin Mertel
- Music and Health Science Research Collaboratory, University of Toronto, Faculty of Music, Toronto, ON, Canada
| | | | - Michael Thaut
- Music and Health Science Research Collaboratory, University of Toronto, Faculty of Music, Toronto, ON, Canada
- Faculty of Medicine, Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
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19
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Dalla Bella S, Foster NEV, Laflamme H, Zagala A, Melissa K, Komeilipoor N, Blais M, Rigoulot S, Kotz SA. Mobile version of the Battery for the Assessment of Auditory Sensorimotor and Timing Abilities (BAASTA): Implementation and adult norms. Behav Res Methods 2024; 56:3737-3756. [PMID: 38459221 DOI: 10.3758/s13428-024-02363-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/02/2024] [Indexed: 03/10/2024]
Abstract
Timing and rhythm abilities are complex and multidimensional skills that are highly widespread in the general population. This complexity can be partly captured by the Battery for the Assessment of Auditory Sensorimotor and Timing Abilities (BAASTA). The battery, consisting of four perceptual and five sensorimotor tests (finger-tapping), has been used in healthy adults and in clinical populations (e.g., Parkinson's disease, ADHD, developmental dyslexia, stuttering), and shows sensitivity to individual differences and impairment. However, major limitations for the generalized use of this tool are the lack of reliable and standardized norms and of a version of the battery that can be used outside the lab. To circumvent these caveats, we put forward a new version of BAASTA on a tablet device capable of ensuring lab-equivalent measurements of timing and rhythm abilities. We present normative data obtained with this version of BAASTA from over 100 healthy adults between the ages of 18 and 87 years in a test-retest protocol. Moreover, we propose a new composite score to summarize beat-based rhythm capacities, the Beat Tracking Index (BTI), with close to excellent test-retest reliability. BTI derives from two BAASTA tests (beat alignment, paced tapping), and offers a swift and practical way of measuring rhythmic abilities when research imposes strong time constraints. This mobile BAASTA implementation is more inclusive and far-reaching, while opening new possibilities for reliable remote testing of rhythmic abilities by leveraging accessible and cost-efficient technologies.
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Affiliation(s)
- Simone Dalla Bella
- International Laboratory for Brain, Music and Sound Research (BRAMS), University of Montreal, CP 6128, succ. Centre-ville, Montréal, QC, H3C 3J7, Canada.
- Department of Psychology, University of Montreal, Montreal, Canada.
- Centre for Research on Brain, Language and Music (CRBLM), Montreal, Canada.
- University of Economics and Human Sciences in Warsaw, Warsaw, Poland.
| | - Nicholas E V Foster
- International Laboratory for Brain, Music and Sound Research (BRAMS), University of Montreal, CP 6128, succ. Centre-ville, Montréal, QC, H3C 3J7, Canada
- Department of Psychology, University of Montreal, Montreal, Canada
- Centre for Research on Brain, Language and Music (CRBLM), Montreal, Canada
| | - Hugo Laflamme
- International Laboratory for Brain, Music and Sound Research (BRAMS), University of Montreal, CP 6128, succ. Centre-ville, Montréal, QC, H3C 3J7, Canada
- Department of Psychology, University of Montreal, Montreal, Canada
- Centre for Research on Brain, Language and Music (CRBLM), Montreal, Canada
| | - Agnès Zagala
- International Laboratory for Brain, Music and Sound Research (BRAMS), University of Montreal, CP 6128, succ. Centre-ville, Montréal, QC, H3C 3J7, Canada
- Department of Psychology, University of Montreal, Montreal, Canada
- Centre for Research on Brain, Language and Music (CRBLM), Montreal, Canada
| | - Kadi Melissa
- International Laboratory for Brain, Music and Sound Research (BRAMS), University of Montreal, CP 6128, succ. Centre-ville, Montréal, QC, H3C 3J7, Canada
- Department of Psychology, University of Montreal, Montreal, Canada
- Centre for Research on Brain, Language and Music (CRBLM), Montreal, Canada
| | - Naeem Komeilipoor
- International Laboratory for Brain, Music and Sound Research (BRAMS), University of Montreal, CP 6128, succ. Centre-ville, Montréal, QC, H3C 3J7, Canada
- Department of Psychology, University of Montreal, Montreal, Canada
- Centre for Research on Brain, Language and Music (CRBLM), Montreal, Canada
| | - Mélody Blais
- Euromov, University of Montpellier, Montpellier, France
| | - Simon Rigoulot
- International Laboratory for Brain, Music and Sound Research (BRAMS), University of Montreal, CP 6128, succ. Centre-ville, Montréal, QC, H3C 3J7, Canada
- Department of Psychology, University of Quebec at Trois-Rivières, Trois-Rivières, Canada
| | - Sonja A Kotz
- Departmentof Neuropsychology & Psychopharmacology, Faculty of Psychology and Neuroscience, Maastricht University, PO 616, 6200, MD, Maastricht, The Netherlands.
- Department of Neuropsychology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.
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20
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Rimmer C, Dahary H, Quintin EM. Links between musical beat perception and phonological skills for autistic children. Child Neuropsychol 2024; 30:361-380. [PMID: 37104762 DOI: 10.1080/09297049.2023.2202902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Accepted: 04/10/2023] [Indexed: 04/29/2023]
Abstract
Exploring non-linguistic predictors of phonological awareness, such as musical beat perception, is valuable for children who present with language difficulties and diverse support needs. Studies on the musical abilities of children on the autism spectrum show that they have average or above-average musical production and auditory processing abilities. This study aimed to explore the relationship between musical beat perception and phonological awareness skills of children on the autism spectrum with a wide range of cognitive abilities. A total of 21 autistic children between the ages of 6 to 11 years old (M = 8.9, SD = 1.5) with full scale IQs ranging from 52 to 105 (M = 74, SD = 16) completed a beat perception and a phonological awareness task. Results revealed that phonological awareness and beat perception are positively correlated for children on the autism spectrum. Findings lend support to the potential use of beat and rhythm perception as a screening tool for early literacy skills, specifically for phonological awareness, for children with diverse support needs as an alternative to traditional verbal tasks that tend to underestimate the potential of children on the autism spectrum.
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Affiliation(s)
- Charlotte Rimmer
- Department of Educational and Counselling Psychology, McGill University, Montreal, Quebec, Canada
- The Centre for Research on Brain, Language and Music, McGill University, Montreal, Quebec, Canada
| | - Hadas Dahary
- Department of Educational and Counselling Psychology, McGill University, Montreal, Quebec, Canada
- The Centre for Research on Brain, Language and Music, McGill University, Montreal, Quebec, Canada
- Azrieli Centre for Autism Research, Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | - Eve-Marie Quintin
- Department of Educational and Counselling Psychology, McGill University, Montreal, Quebec, Canada
- The Centre for Research on Brain, Language and Music, McGill University, Montreal, Quebec, Canada
- Azrieli Centre for Autism Research, Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
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21
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Fram NR, Alviar C, Lense MD. What scholarship on social timing and autism can learn from each other: A Comment on "The evolution of social timing" by Laura Verga, Sonja A. Kotz, and Andrea Ravignani. Phys Life Rev 2024; 48:19-21. [PMID: 38061249 DOI: 10.1016/j.plrev.2023.11.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Accepted: 11/21/2023] [Indexed: 01/03/2024]
Affiliation(s)
- Noah R Fram
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center.
| | - Camila Alviar
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center
| | - Miriam D Lense
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center; Vanderbilt Kennedy Center, Vanderbilt University Medical Center
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22
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Russo S, Carnovalini F, Calignano G, Arfé B, Rodà A, Valenza E. Linking vestibular, tactile, and somatosensory rhythm perception to language development in infancy. Cognition 2024; 243:105688. [PMID: 38101080 DOI: 10.1016/j.cognition.2023.105688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 11/30/2023] [Accepted: 12/06/2023] [Indexed: 12/17/2023]
Abstract
First experiences with rhythm occur in the womb, with different rhythmic sources being available to the human fetus. Among sensory modalities, vestibular, tactile, and somatosensory perception plays a crucial role in early processing. However, a limited number of studies so far have specifically focused on VTS rhythms in language development. The present work investigated VTS rhythmic abilities and their role in language acquisition through two experiments with 45 infants (21 females, sex assigned at birth; M age = 661.6 days, SD = 192.6) with middle/high socioeconomic status. Specifically, 37 infants from the original sample completed Experiment 1, assessing VTS rhythmic abilities through a vibrotactile tool for music perception. In Experiment 2, linguistic abilities were evaluated in 40 participants from the same cohort, specifically testing phonological and prosodic processing. Discrimination abilities for rhythmic and linguistic stimuli were inferred from changes in pupil diameter to contingent visual stimuli over time, through a Tobii X-60 eye-tracker. The predictive effect of VTS rhythmic abilities on linguistic processing and the developmental changes occurring across ages were explored in the 32 infants who completed both Experiments 1 and 2 by means of generalized, additive and linear, mixed-effect models. Results are discussed in terms of cross-sensory (i.e., haptic to hearing) and cross-domain (i.e., music to language) effects of rhythm on language acquisition, with implications for typical and atypical development.
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Affiliation(s)
- Sofia Russo
- Department of Developmental Psychology and Socialization, University of Padua, Padova, Italy.
| | - Filippo Carnovalini
- Department of Department of Information Engineering, University of Padua, Padova, Italy.
| | - Giulia Calignano
- Department of Developmental Psychology and Socialization, University of Padua, Padova, Italy.
| | - Barbara Arfé
- Department of Developmental Psychology and Socialization, University of Padua, Padova, Italy.
| | - Antonio Rodà
- Department of Department of Information Engineering, University of Padua, Padova, Italy.
| | - Eloisa Valenza
- Department of Developmental Psychology and Socialization, University of Padua, Padova, Italy.
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23
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Fram NR, Liu T, Lense MD. Social interaction links active musical rhythm engagement and expressive communication in autistic toddlers. Autism Res 2024; 17:338-354. [PMID: 38197536 PMCID: PMC10922396 DOI: 10.1002/aur.3090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 12/17/2023] [Indexed: 01/11/2024]
Abstract
Rhythm is implicated in both social and linguistic development. Rhythm perception and production skills are also key vulnerabilities in neurodevelopmental disorders such as autism which impact social communication. However, direct links between musical rhythm engagement and expressive communication in autism is not clearly evident. This absence of a direct connection between rhythm and expressive communication indicates that the mechanism of action between rhythm and expressive communication may recruit other cognitive or developmental factors. We hypothesized that social interactions, including general interpersonal relationships and interactive music-making involving children and caregivers, were a significant such factor, particularly in autism. To test this, we collected data from parents of autistic and nonautistic children 14-36 months of age, including parent reports of their children's rhythmic musical engagement, general social skills, parent-child musical interactions, and expressive communication skills. Path analysis revealed a system of independent, indirect pathways from rhythmic musical engagement to expressive communication via social skills and parent-child musical interactions in autistic toddlers. Such a system implies both that social and musical interactions represent crucial links between rhythm and language and that different kinds of social interactions play parallel, independent roles linking rhythmic musical engagement with expressive communication skills.
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Affiliation(s)
- Noah R. Fram
- Department of Otolaryngology–Head and Neck Surgery, Vanderbilt University Medical Center
| | - Talia Liu
- Department of Otolaryngology–Head and Neck Surgery, Vanderbilt University Medical Center
- Department of Speech, Language, and Hearing Sciences, Boston University
| | - Miriam D. Lense
- Department of Otolaryngology–Head and Neck Surgery, Vanderbilt University Medical Center
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24
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Dalla Bella S, Janaqi S, Benoit CE, Farrugia N, Bégel V, Verga L, Harding EE, Kotz SA. Unravelling individual rhythmic abilities using machine learning. Sci Rep 2024; 14:1135. [PMID: 38212632 PMCID: PMC10784578 DOI: 10.1038/s41598-024-51257-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Accepted: 01/02/2024] [Indexed: 01/13/2024] Open
Abstract
Humans can easily extract the rhythm of a complex sound, like music, and move to its regular beat, like in dance. These abilities are modulated by musical training and vary significantly in untrained individuals. The causes of this variability are multidimensional and typically hard to grasp in single tasks. To date we lack a comprehensive model capturing the rhythmic fingerprints of both musicians and non-musicians. Here we harnessed machine learning to extract a parsimonious model of rhythmic abilities, based on behavioral testing (with perceptual and motor tasks) of individuals with and without formal musical training (n = 79). We demonstrate that variability in rhythmic abilities and their link with formal and informal music experience can be successfully captured by profiles including a minimal set of behavioral measures. These findings highlight that machine learning techniques can be employed successfully to distill profiles of rhythmic abilities, and ultimately shed light on individual variability and its relationship with both formal musical training and informal musical experiences.
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Affiliation(s)
- Simone Dalla Bella
- International Laboratory for Brain, Music, and Sound Research (BRAMS), Montreal, Canada.
- Department of Psychology, University of Montreal, Pavillon Marie-Victorin, CP 6128 Succursale Centre-Ville, Montréal, QC, H3C 3J7, Canada.
- Centre for Research on Brain, Language and Music (CRBLM), Montreal, Canada.
- University of Economics and Human Sciences in Warsaw, Warsaw, Poland.
| | - Stefan Janaqi
- EuroMov Digital Health in Motion, IMT Mines Ales and University of Montpellier, Ales and Montpellier, France
| | - Charles-Etienne Benoit
- Inter-University Laboratory of Human Movement Biology, EA 7424, University Claude Bernard Lyon 1, 69 622, Villeurbanne, France
| | | | | | - Laura Verga
- Comparative Bioacoustics Group, Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
- Department of Neuropsychology & Psychopharmacology, Faculty of Psychology and Neuroscience, Maastricht University, P.O. 616, Maastricht, 6200 MD, The Netherlands
| | - Eleanor E Harding
- Department of Otorhinolaryngology/Head and Neck Surgery, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Sonja A Kotz
- Department of Neuropsychology & Psychopharmacology, Faculty of Psychology and Neuroscience, Maastricht University, P.O. 616, Maastricht, 6200 MD, The Netherlands.
- Department of Neuropsychology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.
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25
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Martins M, Reis AM, Gaser C, Castro SL. Individual differences in rhythm perception modulate music-related motor learning: a neurobehavioral training study with children. Sci Rep 2023; 13:21552. [PMID: 38057419 PMCID: PMC10700636 DOI: 10.1038/s41598-023-48132-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 11/22/2023] [Indexed: 12/08/2023] Open
Abstract
Rhythm and motor function are intrinsically linked to each other and to music, but the rhythm-motor interplay during music training, and the corresponding brain mechanisms, are underexplored. In a longitudinal training study with children, we examined the role of rhythm predisposition in the fine motor improvements arising from music training, and which brain regions would be implicated. Fifty-seven 8-year-olds were assigned to either a 6-month music training (n = 21), sports training (n = 18), or a control group (n = 18). They performed rhythm and motor tasks, and structural brain scans before and after training were collected. Better ability to perceive rhythm before training was related to less gray matter volume in regions of the cerebellum, fusiform gyrus, supramarginal gyrus, ventral diencephalon, amygdala, and inferior/middle temporal gyri. Music training improved motor performance, and greater improvements correlated with better pre-training rhythm discrimination. Music training also induced a loss of gray matter volume in the left cerebellum and fusiform gyrus, and volume loss correlated with higher motor gains. No such effects were found in the sports and control groups. In summary, children with finer-tuned rhythm perception abilities were prone to finer motor improvements through music training, and this rhythm-motor link was to some extent subserved by the left cerebellum and fusiform gyrus. These findings have implications for models on music-related plasticity and rhythm cognition, and for programs targeting motor function.
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Affiliation(s)
- Marta Martins
- University Institute of Lisbon (ISCTE-IUL), 1649-026, Lisboa, Portugal
- Center for Psychology, Faculty of Psychology and Education Sciences, University of Porto, 4200-319, Porto, Portugal
| | | | - Christian Gaser
- Department of Psychiatry and Psychotherapy, Jena University Hospital, 07743, Jena, Germany
- Department of Neurology, Jena University Hospital, 07743, Jena, Germany
| | - São Luís Castro
- Center for Psychology, Faculty of Psychology and Education Sciences, University of Porto, 4200-319, Porto, Portugal.
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26
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Fram NR, Berger J. Syncopation as Probabilistic Expectation: Conceptual, Computational, and Experimental Evidence. Cogn Sci 2023; 47:e13390. [PMID: 38043104 DOI: 10.1111/cogs.13390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 08/22/2023] [Accepted: 11/17/2023] [Indexed: 12/05/2023]
Abstract
Definitions of syncopation share two characteristics: the presence of a meter or analogous hierarchical rhythmic structure and a displacement or contradiction of that structure. These attributes are translated in terms of a Bayesian theory of syncopation, where the syncopation of a rhythm is inferred based on a hierarchical structure that is, in turn, learned from the ongoing musical stimulus. Several experiments tested its simplest possible implementation, with equally weighted priors associated with different meters and independence of auditory events, which can be decomposed into two terms representing note density and deviation from a metric hierarchy. A computational simulation demonstrated that extant measures of syncopation fall into two distinct factors analogous to the terms in the simple Bayesian model. Next, a series of behavioral experiments found that perceived syncopation is significantly related to both terms, offering support for the general Bayesian construction of syncopation. However, we also found that the prior expectations associated with different metric structures are not equal across meters and that there is an interaction between density and hierarchical deviation, implying that auditory events are not independent from each other. Together, these findings provide evidence that syncopation is a manifestation of a form of temporal expectation that can be directly represented in Bayesian terms and offer a complementary, feature-driven approach to recent Bayesian models of temporal prediction.
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Affiliation(s)
- Noah R Fram
- Center for Computer Research in Music and Acoustics, Department of Music, Stanford University
- Department of Otolaryngology, Vanderbilt University Medical Center
| | - Jonathan Berger
- Center for Computer Research in Music and Acoustics, Department of Music, Stanford University
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27
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Alagöz G, Eising E, Mekki Y, Bignardi G, Fontanillas P, Nivard MG, Luciano M, Cox NJ, Fisher SE, Gordon RL. The shared genetic architecture and evolution of human language and musical rhythm. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.01.564908. [PMID: 37961248 PMCID: PMC10634981 DOI: 10.1101/2023.11.01.564908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Rhythm and language-related traits are phenotypically correlated, but their genetic overlap is largely unknown. Here, we leveraged two large-scale genome-wide association studies performed to shed light on the shared genetics of rhythm (N=606,825) and dyslexia (N=1,138,870). Our results reveal an intricate shared genetic and neurobiological architecture, and lay groundwork for resolving longstanding debates about the potential co-evolution of human language and musical traits.
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Affiliation(s)
- Gökberk Alagöz
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, 6500 AH Nijmegen, The Netherlands
| | - Else Eising
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, 6500 AH Nijmegen, The Netherlands
| | - Yasmina Mekki
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Giacomo Bignardi
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, 6500 AH Nijmegen, The Netherlands
- Max Planck School of Cognition, Leipzig, Germany
| | | | - Michel G Nivard
- Department of Biological Psychology, Vrije Universiteit, Amsterdam, the Netherlands
| | - Michelle Luciano
- Department of Psychology, University of Edinburgh, Edinburgh, UK
| | - Nancy J Cox
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Simon E Fisher
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, 6500 AH Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, 6500 HB Nijmegen, The Netherlands
| | - Reyna L Gordon
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA
- The Curb Center, Vanderbilt University, Nashville, TN, USA
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28
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Couvignou M, Tillmann B, Caclin A, Kolinsky R. Do developmental dyslexia and congenital amusia share underlying impairments? Child Neuropsychol 2023; 29:1294-1340. [PMID: 36606656 DOI: 10.1080/09297049.2022.2162031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 12/19/2022] [Indexed: 01/07/2023]
Abstract
Developmental dyslexia and congenital amusia have common characteristics. Yet, their possible association in some individuals has been addressed only scarcely. Recently, two converging studies reported a sizable comorbidity rate between these two neurodevelopmental disorders (Couvignou et al., Cognitive Neuropsychology 2019; Couvignou & Kolinsky, Neuropsychologia 2021). However, the reason for their association remains unclear. Here, we investigate the hypothesis of shared underlying impairments between dyslexia and amusia. Fifteen dyslexic children with amusia (DYS+A), 15 dyslexic children without amusia (DYS-A), and two groups of 25 typically developing children matched on either chronological age (CA) or reading level (RL) were assessed with a behavioral battery aiming to investigate phonological and pitch processing capacities at auditory memory, perceptual awareness, and attentional levels. Overall, our results suggest that poor auditory serial-order memory increases susceptibility to comorbidity between dyslexia and amusia and may play a role in the development of the comorbid phenotype. In contrast, the impairments observed in the DYS+A children for auditory item memory, perceptual awareness, and attention might be a consequence of their reduced reading experience combined with weaker musical skills. Comparing DYS+A and DYS-A children suggests that the latter are more resourceful and/or have more effective compensatory strategies, or that their phenotype results from a different developmental trajectory. We will discuss the relevance of these findings for delving into the etiology of these two developmental disorders and address their implications for future research and practice.
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Affiliation(s)
- Manon Couvignou
- Unité de Recherche en Neurosciences Cognitives (Unescog), Center for Research in Cognition & Neurosciences (CRCN), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Barbara Tillmann
- Lyon Neuroscience Research Center, CNRS, UMR 5292, INSERM, U1028, Lyon, France
- University Lyon 1, Lyon, France
| | - Anne Caclin
- Lyon Neuroscience Research Center, CNRS, UMR 5292, INSERM, U1028, Lyon, France
- University Lyon 1, Lyon, France
| | - Régine Kolinsky
- Unité de Recherche en Neurosciences Cognitives (Unescog), Center for Research in Cognition & Neurosciences (CRCN), Université Libre de Bruxelles (ULB), Brussels, Belgium
- Fonds de la Recherche Scientifique-FNRS (FRS-FNRS), Brussels, Belgium
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29
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Vuolo J, Kinross A, DeHart K. Manual Rhythmic Sequencing Skills in Children With Childhood Apraxia of Speech. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2023; 66:3773-3790. [PMID: 37672791 DOI: 10.1044/2023_jslhr-23-00141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/08/2023]
Abstract
PURPOSE Rhythm is one procedural mechanism that underlies language and motor skill acquisition and has been implicated in children with childhood apraxia of speech (CAS). The purpose of this study is to investigate manual rhythmic sequencing skills in children with a history of or current CAS (hx/CAS) compared to children with typical development (TD). METHOD Thirty-eight children (18 with hx/CAS, 20 with TD), ages 5;0-12;8 (years;months), from across the United States participated in an online study. Participants imitated two rhythms in two different conditions, clapping and tapping. We assessed overall accuracy, mean number of beats, pause marking, and rhythmic sequence variability using the Mann-Whitney U test. Effect sizes were calculated to examine the influence of coordinative complexity on performance. RESULTS Compared to children with TD, children with hx/CAS marked fewer trials with a pause in both conditions of the easier rhythm and showed lower overall accuracy and more variable rhythmic sequences in both rhythms and conditions. The mean number of beats produced by children with hx/CAS and children with TD did not differ in three out of four rhythms/conditions. Unlike children with TD, children with hx/CAS showed little improvement from clapping to tapping across most dependent measures; reducing coordination demands did not improve performance in children with hx/CAS. CONCLUSIONS We found that children with hx/CAS show manual rhythmic deficits that are similar to the deficits they display in speech. These findings provide support for a domain-general cognitive mechanisms account of the rhythmic deficits observed across linguistic and nonlinguistic tasks in children with hx/CAS. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.24052821.
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Affiliation(s)
- Janet Vuolo
- Department of Speech and Hearing Science, The Ohio State University, Columbus
| | | | - Katlyn DeHart
- Department of Neuroscience, The Ohio State University, Columbus
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30
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Pranjić M, Rahman N, Kamenetskiy A, Mulligan K, Pihl S, Arnett AB. A systematic review of behavioral and neurobiological profiles associated with coexisting attention-deficit/hyperactivity disorder and developmental coordination disorder. Neurosci Biobehav Rev 2023; 153:105389. [PMID: 37704094 DOI: 10.1016/j.neubiorev.2023.105389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Revised: 08/31/2023] [Accepted: 09/10/2023] [Indexed: 09/15/2023]
Abstract
Attention-deficit/hyperactivity disorder (ADHD) and developmental coordination disorder (DCD) co-occur in approximately 50% of cases. This study aimed to characterize the behavioral, cognitive, and neurobiological profiles of co-occurring ADHD and DCD diagnoses by mapping, synthesizing, and providing a critical appraisal of the existing literature. A systematic search was conducted across four databases (MEDLINE, PsycINFO, Embase, and Scopus) to identify studies comparing a coexisting ADHD+DCD diagnosis to ADHD and DCD alone. From 2353 screened articles, 15 behavioral and 10 neuroimaging studies were included. Collectively, these studies suggest that the comorbid ADHD+DCD presentation constitutes a more severe phenotype characterized by neurocognitive differences associated with both conditions. Despite sharing some common neural features, our findings support the separate etiology hypothesis indicating that neural network alterations in individuals with ADHD+DCD represent a unique neural pattern rather than a sum of ADHD and DCD characteristics. Considering the heterogeneity inherent to both ADHD and DCD, future studies should involve rigorous and comprehensive assessment procedures to delineate how different subtypes of each diagnosis relate to distinct performance characteristics.
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Affiliation(s)
- Marija Pranjić
- Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, USA.
| | - Navin Rahman
- Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, USA
| | - Adelia Kamenetskiy
- Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, USA
| | - Kaitlin Mulligan
- Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, USA
| | - Stephen Pihl
- Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, USA
| | - Anne B Arnett
- Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, USA; Department of Pediatrics, Harvard Medical School, Boston, MA, USA
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31
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Fram NR. Music in the Middle: A Culture-Cognition-Mediator Model of Musical Functionality. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2023; 18:1178-1197. [PMID: 36649305 DOI: 10.1177/17456916221144266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Music is both universal, appearing in every known human culture, and culture-specific, often defying intelligibility across cultural boundaries. This duality has been the source of debate within the broad community of music researchers, and there have been significant disagreements both on the ontology of music as an object of study and the appropriate epistemology for that study. To help resolve this tension, I present a culture-cognition-mediator model that situates music as a mediator in the mutually constitutive cycle of cultures and selves representing the ways individuals both shape and are shaped by their cultural environments. This model draws on concepts of musical grammars and schema, contemporary theories in developmental and cultural psychology that blur the distinction between nature and nurture, and recent advances in cognitive neuroscience. Existing evidence of both directions of causality is presented, providing empirical support for the conceptual model. The epistemological consequences of this model are discussed, specifically with respect to transdisciplinarity, hybrid research methods, and several potential empirical applications and testable predictions as well as its import for broader ontological conversations around the evolutionary origins of music itself.
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Affiliation(s)
- Noah R Fram
- Center for Computer Research in Music and Acoustics, Department of Music, Stanford University
- Department of Otolaryngology, Vanderbilt University Medical Center, Nashville, TN
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32
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Lenc T, Peter V, Hooper C, Keller PE, Burnham D, Nozaradan S. Infants show enhanced neural responses to musical meter frequencies beyond low-level features. Dev Sci 2023; 26:e13353. [PMID: 36415027 DOI: 10.1111/desc.13353] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 10/20/2022] [Accepted: 11/16/2022] [Indexed: 11/24/2022]
Abstract
Music listening often entails spontaneous perception and body movement to a periodic pulse-like meter. There is increasing evidence that this cross-cultural ability relates to neural processes that selectively enhance metric periodicities, even when these periodicities are not prominent in the acoustic stimulus. However, whether these neural processes emerge early in development remains largely unknown. Here, we recorded the electroencephalogram (EEG) of 20 healthy 5- to 6-month-old infants, while they were exposed to two rhythms known to induce the perception of meter consistently across Western adults. One rhythm contained prominent acoustic periodicities corresponding to the meter, whereas the other rhythm did not. Infants showed significantly enhanced representations of meter periodicities in their EEG responses to both rhythms. This effect is unlikely to reflect the tracking of salient acoustic features in the stimulus, as it was observed irrespective of the prominence of meter periodicities in the audio signals. Moreover, as previously observed in adults, the neural enhancement of meter was greater when the rhythm was delivered by low-pitched sounds. Together, these findings indicate that the endogenous enhancement of metric periodicities beyond low-level acoustic features is a neural property that is already present soon after birth. These high-level neural processes could set the stage for internal representations of musical meter that are critical for human movement coordination during rhythmic musical behavior. RESEARCH HIGHLIGHTS: 5- to 6-month-old infants were presented with auditory rhythms that induce the perception of a periodic pulse-like meter in adults. Infants showed selective enhancement of EEG activity at meter-related frequencies irrespective of the prominence of these frequencies in the stimulus. Responses at meter-related frequencies were boosted when the rhythm was conveyed by bass sounds. High-level neural processes that transform rhythmic auditory stimuli into internal meter templates emerge early after birth.
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Affiliation(s)
- Tomas Lenc
- Institute of Neuroscience (IONS), Université catholique de Louvain (UCL), Brussels, Belgium
- MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Sydney, Australia
| | - Varghese Peter
- MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Sydney, Australia
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Queensland, Australia
| | - Caitlin Hooper
- MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Sydney, Australia
| | - Peter E Keller
- MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Sydney, Australia
- Center for Music in the Brain & Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Denis Burnham
- MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Sydney, Australia
| | - Sylvie Nozaradan
- Institute of Neuroscience (IONS), Université catholique de Louvain (UCL), Brussels, Belgium
- MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Sydney, Australia
- International Laboratory for Brain, Music and Sound Research (BRAMS), Montreal, Canada
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33
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Hunter S, Flaten E, Petersen C, Gervain J, Werker JF, Trainor LJ, Finlay BB. Babies, bugs and brains: How the early microbiome associates with infant brain and behavior development. PLoS One 2023; 18:e0288689. [PMID: 37556397 PMCID: PMC10411758 DOI: 10.1371/journal.pone.0288689] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 06/30/2023] [Indexed: 08/11/2023] Open
Abstract
Growing evidence is demonstrating the connection between the microbiota gut-brain axis and neurodevelopment. Microbiota colonization occurs before the maturation of many neural systems and is linked to brain health. Because of this it has been hypothesized that the early microbiome interactions along the gut-brain axis evolved to promote advanced cognitive functions and behaviors. Here, we performed a pilot study with a multidisciplinary approach to test if the microbiota composition of infants is associated with measures of early cognitive development, in particular neural rhythm tracking; language (forward speech) versus non-language (backwards speech) discrimination; and social joint attention. Fecal samples were collected from 56 infants between four and six months of age and sequenced by shotgun metagenomic sequencing. Of these, 44 performed the behavioral Point and Gaze test to measure joint attention. Infants were tested on either language discrimination using functional near-infrared spectroscopy (fNIRS; 25 infants had usable data) or neural rhythm tracking using electroencephalogram (EEG; 15 had usable data). Infants who succeeded at the Point and Gaze test tended to have increased Actinobacteria and reduced Firmicutes at the phylum level; and an increase in Bifidobacterium and Eggerthella along with a reduction in Hungatella and Streptococcus at the genus level. Measurements of neural rhythm tracking associated negatively to the abundance of Bifidobacterium and positively to the abundance of Clostridium and Enterococcus for the bacterial abundances, and associated positively to metabolic pathways that can influence neurodevelopment, including branched chain amino acid biosynthesis and pentose phosphate pathways. No associations were found for the fNIRS language discrimination measurements. Although the tests were underpowered due to the small pilot sample sizes, potential associations were identified between the microbiome and measurements of early cognitive development that are worth exploring further.
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Affiliation(s)
- Sebastian Hunter
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada
| | - Erica Flaten
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, Ontario, Canada
| | - Charisse Petersen
- Department of Pediatrics, BC Children’s Hospital, University of British Columbia, Vancouver, BC, Canada
- British Columbia Children’s Hospital, Vancouver, BC, Canada
| | - Judit Gervain
- University of Padua, Department of Developmental and Social Psychology, Padua, Italy
- University of Padua, Padova Neuroscience Center, Padua, Italy
- Université Paris Cité & CNRS, Integrative Neuroscience and Cognition Center, Paris, France
| | - Janet F. Werker
- Department of Psychology, University of British Columbia, Vancouver, BC, Canada
| | - Laurel J. Trainor
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, Ontario, Canada
- McMaster Institute for Music and the Mind, McMaster University, Hamilton, Ontario, Canada
- Rotman Research Institute, Baycrest Hospital, Toronto, Ontario, Canada
| | - Brett B. Finlay
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, BC, Canada
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC, Canada
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Bowsher-Murray C, Jones CR, von dem Hagen E. Beyond simultaneity: Temporal interdependence of behavior is key to affiliative effects of interpersonal synchrony in children. J Exp Child Psychol 2023; 232:105669. [PMID: 36996749 DOI: 10.1016/j.jecp.2023.105669] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 02/22/2023] [Accepted: 02/27/2023] [Indexed: 03/30/2023]
Abstract
Interpersonal synchrony (IPS) is the temporal coordination of behavior during social interactions. IPS acts as a social cue signifying affiliation both when children witness IPS between others and when they experience it themselves. However, it is unclear which temporal qualities of IPS produce these effects and why. We hypothesized that both the simultaneity and temporal regularity of partners' actions would influence affiliation judgments and that subjective perceptions of IPS ("togetherness") would play a role in mediating these relations. In two online tasks, children aged 4 to 11 years listened to a pair of children tapping (witnessed IPS; n = 68) or themselves tapped with another child (experienced IPS; n = 63). Tapping partners were presented as real, but the sounds attributed to them were computer generated so that their temporal relations could be experimentally manipulated. The simultaneity and regularity of their tapping was systematically manipulated across trials. For witnessed IPS, both the simultaneity and regularity of partners' tapping significantly positively affected the perceived degree of affiliation between them. These effects were mediated by the perceived togetherness of the tapping. No affiliative effects of IPS were found in the experienced IPS condition. Our findings suggest that both the simultaneity and regularity of partners' actions influence children's affiliation judgments when witnessing IPS via elicited perceptions of togetherness. We conclude that temporal interdependence-which includes but is not limited to simultaneity of action-is responsible for inducing perceptions of affiliation during witnessed IPS.
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Yu CY, Cabildo A, Grahn JA, Vanden Bosch der Nederlanden CM. Perceived rhythmic regularity is greater for song than speech: examining acoustic correlates of rhythmic regularity in speech and song. Front Psychol 2023; 14:1167003. [PMID: 37303916 PMCID: PMC10250601 DOI: 10.3389/fpsyg.2023.1167003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 05/09/2023] [Indexed: 06/13/2023] Open
Abstract
Rhythm is a key feature of music and language, but the way rhythm unfolds within each domain differs. Music induces perception of a beat, a regular repeating pulse spaced by roughly equal durations, whereas speech does not have the same isochronous framework. Although rhythmic regularity is a defining feature of music and language, it is difficult to derive acoustic indices of the differences in rhythmic regularity between domains. The current study examined whether participants could provide subjective ratings of rhythmic regularity for acoustically matched (syllable-, tempo-, and contour-matched) and acoustically unmatched (varying in tempo, syllable number, semantics, and contour) exemplars of speech and song. We used subjective ratings to index the presence or absence of an underlying beat and correlated ratings with stimulus features to identify acoustic metrics of regularity. Experiment 1 highlighted that ratings based on the term "rhythmic regularity" did not result in consistent definitions of regularity across participants, with opposite ratings for participants who adopted a beat-based definition (song greater than speech), a normal-prosody definition (speech greater than song), or an unclear definition (no difference). Experiment 2 defined rhythmic regularity as how easy it would be to tap or clap to the utterances. Participants rated song as easier to clap or tap to than speech for both acoustically matched and unmatched datasets. Subjective regularity ratings from Experiment 2 illustrated that stimuli with longer syllable durations and with less spectral flux were rated as more rhythmically regular across domains. Our findings demonstrate that rhythmic regularity distinguishes speech from song and several key acoustic features can be used to predict listeners' perception of rhythmic regularity within and across domains as well.
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Affiliation(s)
- Chu Yi Yu
- The Brain and Mind Institute, Western University, London, ON, Canada
- Department of Psychology, Western University, London, ON, Canada
| | - Anne Cabildo
- Department of Psychology, University of Toronto, Mississauga, ON, Canada
| | - Jessica A. Grahn
- The Brain and Mind Institute, Western University, London, ON, Canada
- Department of Psychology, Western University, London, ON, Canada
| | - Christina M. Vanden Bosch der Nederlanden
- The Brain and Mind Institute, Western University, London, ON, Canada
- Department of Psychology, Western University, London, ON, Canada
- Department of Psychology, University of Toronto, Mississauga, ON, Canada
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36
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Large EW, Roman I, Kim JC, Cannon J, Pazdera JK, Trainor LJ, Rinzel J, Bose A. Dynamic models for musical rhythm perception and coordination. Front Comput Neurosci 2023; 17:1151895. [PMID: 37265781 PMCID: PMC10229831 DOI: 10.3389/fncom.2023.1151895] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 04/28/2023] [Indexed: 06/03/2023] Open
Abstract
Rhythmicity permeates large parts of human experience. Humans generate various motor and brain rhythms spanning a range of frequencies. We also experience and synchronize to externally imposed rhythmicity, for example from music and song or from the 24-h light-dark cycles of the sun. In the context of music, humans have the ability to perceive, generate, and anticipate rhythmic structures, for example, "the beat." Experimental and behavioral studies offer clues about the biophysical and neural mechanisms that underlie our rhythmic abilities, and about different brain areas that are involved but many open questions remain. In this paper, we review several theoretical and computational approaches, each centered at different levels of description, that address specific aspects of musical rhythmic generation, perception, attention, perception-action coordination, and learning. We survey methods and results from applications of dynamical systems theory, neuro-mechanistic modeling, and Bayesian inference. Some frameworks rely on synchronization of intrinsic brain rhythms that span the relevant frequency range; some formulations involve real-time adaptation schemes for error-correction to align the phase and frequency of a dedicated circuit; others involve learning and dynamically adjusting expectations to make rhythm tracking predictions. Each of the approaches, while initially designed to answer specific questions, offers the possibility of being integrated into a larger framework that provides insights into our ability to perceive and generate rhythmic patterns.
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Affiliation(s)
- Edward W. Large
- Department of Psychological Sciences, University of Connecticut, Mansfield, CT, United States
- Department of Physics, University of Connecticut, Mansfield, CT, United States
| | - Iran Roman
- Music and Audio Research Laboratory, New York University, New York, NY, United States
| | - Ji Chul Kim
- Department of Psychological Sciences, University of Connecticut, Mansfield, CT, United States
| | - Jonathan Cannon
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, ON, Canada
| | - Jesse K. Pazdera
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, ON, Canada
| | - Laurel J. Trainor
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, ON, Canada
| | - John Rinzel
- Center for Neural Science, New York University, New York, NY, United States
- Courant Institute of Mathematical Sciences, New York University, New York, NY, United States
| | - Amitabha Bose
- Department of Mathematical Sciences, New Jersey Institute of Technology, Newark, NJ, United States
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Gustavson DE, Nayak S, Coleman PL, Iversen JR, Lense MD, Gordon RL, Maes HH. Heritability of Childhood Music Engagement and Associations with Language and Executive Function: Insights from the Adolescent Brain Cognitive Development (ABCD) Study. Behav Genet 2023; 53:189-207. [PMID: 36757558 PMCID: PMC10159991 DOI: 10.1007/s10519-023-10135-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 01/27/2023] [Indexed: 02/10/2023]
Abstract
Music engagement is a powerful, influential experience that often begins early in life. Music engagement is moderately heritable in adults (~ 41-69%), but fewer studies have examined genetic influences on childhood music engagement, including their association with language and executive functions. Here we explored genetic and environmental influences on music listening and instrument playing (including singing) in the baseline assessment of the Adolescent Brain Cognitive Development study. Parents reported on their 9-10-year-old children's music experiences (N = 11,876 children; N = 1543 from twin pairs). Both music measures were explained primarily by shared environmental influences. Instrument exposure (but not frequency of instrument engagement) was associated with language skills (r = .27) and executive functions (r = .15-0.17), and these associations with instrument engagement were stronger than those for music listening, visual art, or soccer engagement. These findings highlight the role of shared environmental influences between early music experiences, language, and executive function, during a formative time in development.
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Affiliation(s)
- Daniel E Gustavson
- Institute for Behavioral Genetics, University of Colorado Boulder, 1480 30th St, Boulder, CO, 80303, USA.
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA.
| | - Srishti Nayak
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Psychology, Middle Tennessee State University, Murfreesboro, TN, USA
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - John R Iversen
- Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California, San Diego, La Jolla, CA, USA
| | - Miriam D Lense
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA
- The Curb Center, Vanderbilt University, Nashville, TN, USA
| | - Reyna L Gordon
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA
- The Curb Center, Vanderbilt University, Nashville, TN, USA
| | - Hermine H Maes
- Department of Human and Molecular Genetics, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA
- Massey Cancer Center, Virginia Commonwealth University, Richmond, VA, USA
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38
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Pranjić M, Hashemi N, Arnett AB, Thaut MH. Auditory-Perceptual and Auditory-Motor Timing Abilities in Children with Developmental Coordination Disorder: A Scoping Review. Brain Sci 2023; 13:729. [PMID: 37239201 PMCID: PMC10216155 DOI: 10.3390/brainsci13050729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 04/18/2023] [Accepted: 04/25/2023] [Indexed: 05/28/2023] Open
Abstract
Developmental coordination disorder (DCD) remains largely underdiagnosed and masked by other co-occurring conditions. The aim of this study was to (1) provide the first review of research regarding auditory-motor timing and synchronization abilities in children with DCD and (2) examine whether reduced motor performance may be associated with difficulties in auditory perceptual timing. The scoping review was carried out across five major databases (MEDLINE, Embase, PsycINFO, CINAHL, and Scopus) in accordance with the PRISMA-ScR guidelines. Studies were screened by two independent reviewers against the inclusion criteria, without publication date restrictions. From an initial return of 1673 records, 16 articles were included in the final review and synthesized based on the timing modality studied (i.e., auditory-perceptual, motor, or auditory-motor). Results suggest that children with DCD have difficulties with rhythmic movements both with and without external auditory cues and further indicate that variability in and slowness of motor response are key characteristics of DCD, regardless of the experimental task. Importantly, our review highlights a significant gap in the literature regarding auditory perceptual abilities in DCD. In addition to testing auditory perception, future studies should compare the performance of children with DCD on paced and unpaced tasks to determine whether auditory stimuli contribute to a more or less stable performance. This knowledge may inform future therapeutic interventions.
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Affiliation(s)
- Marija Pranjić
- Music and Health Science Research Collaboratory, University of Toronto, Toronto, ON M5S 1C5, Canada
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, ON M4G 1R8, Canada
| | - Niloufaralsadat Hashemi
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, ON M4G 1R8, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada
| | - Anne B. Arnett
- Division of Developmental Medicine, Boston Children’s Hospital, Boston, MA 02115, USA
- Pediatrics, Harvard Medical School, Boston, MA 02115, USA
| | - Michael H. Thaut
- Music and Health Science Research Collaboratory, University of Toronto, Toronto, ON M5S 1C5, Canada
- Faculty of Medicine, Institute of Medical Science and Rehabilitation Research Institute, University of Toronto, Toronto, ON M5S 1A8, Canada
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Erdemir A, Walden TA, Tilsen S, Mefferd AS, Jones RM. A Preliminary Study of Speech Rhythm Differences as Markers of Stuttering Persistence in Preschool-Age Children. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2023; 66:931-950. [PMID: 36827517 PMCID: PMC10205104 DOI: 10.1044/2022_jslhr-22-00126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 09/15/2022] [Accepted: 12/01/2022] [Indexed: 05/25/2023]
Abstract
PURPOSE The purpose of this study was twofold: (a) to determine whether there are speech rhythm differences between preschool-age children who stutter that were eventually diagnosed as persisting (CWS-Per) or recovered (CWS-Rec) and children who do not stutter (CWNS), using empirical spectral analysis and empirical mode decomposition of the speech amplitude envelope, and (b) to determine whether speech rhythm characteristics close to onset are predictive of later persistence. METHOD Fifty children (3-4 years of age) participated in the study. Approximately 2-2.5 years after the experimental testing took place, children were assigned to the following groups: CWS-Per (nine boys, one girl), CWS-Rec (18 boys, two girls), and CWNS (18 boys, two girls). All children produced a narrative based on a text-free storybook. From the audio recordings of these narratives, fluent utterances were selected for each child from which seven envelope-based measures were extracted. Group-based differences on each measure as well as predictive analyses were conducted to identify measures that discriminate CWS-Per versus CWS-Rec. RESULTS CWS-Per were found to have a relatively higher degree of power in suprasyllabic oscillations and greater variability in the timing of syllabic rhythms especially for longer utterances. A logistic regression model using two speech rhythm measures was able to discriminate the eventual outcome of recovery versus persistence, with 80% sensitivity and 75% specificity. CONCLUSION Findings suggest that envelope-based speech rhythm measures are a promising approach to assess speech rhythm differences in developmental stuttering, and its potential for identification of children at risk of developing persistent stuttering should be investigated further.
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Affiliation(s)
- Aysu Erdemir
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Tedra A. Walden
- Department of Psychology, Vanderbilt University, Nashville, TN
| | - Sam Tilsen
- Department of Linguistics, Cornell University, Ithaca, NY
| | - Antje S. Mefferd
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Robin M. Jones
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
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40
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Akerman A, Etkovitch A, Kalanthroff E. Global-Local Processing in ADHD Is Not Limited to the Visuospatial Domain: Novel Evidence From the Auditory Domain. J Atten Disord 2023; 27:822-829. [PMID: 36779530 DOI: 10.1177/10870547231153952] [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: 02/14/2023]
Abstract
OBJECTIVE Global-local visuospatial processing has been widely investigated in both healthy and clinical populations. Recent studies indicated that individuals with ADHD lack a global processing bias. However, the extant literature regarding global-local processing style focuses solely on the visual modality. METHODS ADHD (N = 21) and typically developed (TD) controls (N = 24) underwent an auditory global-local task, in which they had to decide whether the melody is ascending or descending in global or local conditions. RESULTS TD controls exhibited a classic global processing bias in the auditory task. The ADHD group exhibited no global processing bias, indicating similar processing for global and local dimensions, implying that individuals with ADHD are distracted by incongruent information in global and local conditions similarly, in both visual and auditory tasks. CONCLUSION A lack of global processing bias in ADHD is not limited to the visuospatial modality and likely reflects a broader and more general processing style.
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Affiliation(s)
- Aviv Akerman
- The Hebrew University of Jerusalem, Jerusalem, Israel
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41
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Nitin R, Gustavson DE, Aaron AS, Boorom OA, Bush CT, Wiens N, Vaughan C, Persici V, Blain SD, Soman U, Hambrick DZ, Camarata SM, McAuley JD, Gordon RL. Exploring individual differences in musical rhythm and grammar skills in school-aged children with typically developing language. Sci Rep 2023; 13:2201. [PMID: 36750727 PMCID: PMC9905575 DOI: 10.1038/s41598-022-21902-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 10/05/2022] [Indexed: 02/09/2023] Open
Abstract
A growing number of studies have shown a connection between rhythmic processing and language skill. It has been proposed that domain-general rhythm abilities might help children to tap into the rhythm of speech (prosody), cueing them to prosodic markers of grammatical (syntactic) information during language acquisition, thus underlying the observed correlations between rhythm and language. Working memory processes common to task demands for musical rhythm discrimination and spoken language paradigms are another possible source of individual variance observed in musical rhythm and language abilities. To investigate the nature of the relationship between musical rhythm and expressive grammar skills, we adopted an individual differences approach in N = 132 elementary school-aged children ages 5-7, with typical language development, and investigated prosodic perception and working memory skills as possible mediators. Aligning with the literature, musical rhythm was correlated with expressive grammar performance (r = 0.41, p < 0.001). Moreover, musical rhythm predicted mastery of complex syntax items (r = 0.26, p = 0.003), suggesting a privileged role of hierarchical processing shared between musical rhythm processing and children's acquisition of complex syntactic structures. These relationships between rhythm and grammatical skills were not mediated by prosodic perception, working memory, or non-verbal IQ; instead, we uncovered a robust direct effect of musical rhythm perception on grammatical task performance. Future work should focus on possible biological endophenotypes and genetic influences underlying this relationship.
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Affiliation(s)
- Rachana Nitin
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA.
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA.
| | - Daniel E Gustavson
- Department of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
- Institute for Behavioural Genetics, University of Colorado Boulder, Boulder, CO, USA
| | - Allison S Aaron
- Department of Speech, Language and Hearing Sciences, Boston University, Boston, MA, USA
| | - Olivia A Boorom
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Speech-Language-Hearing: Sciences and Disorders, University of Kansas, Lawrence, KS, USA
| | - Catherine T Bush
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Natalie Wiens
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
- Ascension Via Christi St Teresa Hospital, Wichita, KS, USA
| | - Chloe Vaughan
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Valentina Persici
- Department of Human Sciences, University of Verona, Verona, Italy
- Department of Psychology, Università degli Studi di Milano - Bicocca, Milan, Italy
- Department of Psychiatry, University of Michigan-Ann Arbor, Ann Arbor, MI, USA
| | - Scott D Blain
- Department of Psychiatry, University of Michigan-Ann Arbor, Ann Arbor, MI, USA
| | - Uma Soman
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Communication Disorders and Deaf Education, Fontbonne University, St. Louis, MO, USA
| | - David Z Hambrick
- Department of Psychology, Michigan State University, East Lansing, MI, USA
| | - Stephen M Camarata
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - J Devin McAuley
- Department of Psychology, Michigan State University, East Lansing, MI, USA
| | - Reyna L Gordon
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA.
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA.
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA.
- Department of Psychology, Vanderbilt University, Nashville, TN, USA.
- Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN, USA.
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Ladányi E, Novakovic M, Boorom OA, Aaron AS, Scartozzi AC, Gustavson DE, Nitin R, Bamikole PO, Vaughan C, Fromboluti EK, Schuele CM, Camarata SM, McAuley JD, Gordon RL. Using Motor Tempi to Understand Rhythm and Grammatical Skills in Developmental Language Disorder and Typical Language Development. NEUROBIOLOGY OF LANGUAGE (CAMBRIDGE, MASS.) 2023; 4:1-28. [PMID: 36875176 PMCID: PMC9979588 DOI: 10.1162/nol_a_00082] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 09/19/2022] [Indexed: 04/18/2023]
Abstract
Children with developmental language disorder (DLD) show relative weaknesses on rhythm tasks beyond their characteristic linguistic impairments. The current study compares preferred tempo and the width of an entrainment region for 5- to 7-year-old typically developing (TD) children and children with DLD and considers the associations with rhythm aptitude and expressive grammar skills in the two populations. Preferred tempo was measured with a spontaneous motor tempo task (tapping tempo at a comfortable speed), and the width (range) of an entrainment region was measured by the difference between the upper (slow) and lower (fast) limits of tapping a rhythm normalized by an individual's spontaneous motor tempo. Data from N = 16 children with DLD and N = 114 TD children showed that whereas entrainment-region width did not differ across the two groups, slowest motor tempo, the determinant of the upper (slow) limit of the entrainment region, was at a faster tempo in children with DLD vs. TD. In other words, the DLD group could not pace their slow tapping as slowly as the TD group. Entrainment-region width was positively associated with rhythm aptitude and receptive grammar even after taking into account potential confounding factors, whereas expressive grammar did not show an association with any of the tapping measures. Preferred tempo was not associated with any study variables after including covariates in the analyses. These results motivate future neuroscientific studies of low-frequency neural oscillatory mechanisms as the potential neural correlates of entrainment-region width and their associations with musical rhythm and spoken language processing in children with typical and atypical language development.
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Affiliation(s)
- Enikő Ladányi
- Department of Otolaryngology—Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN
- Department of Linguistics, University of Potsdam, Potsdam, Germany
| | - Michaela Novakovic
- Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Olivia A. Boorom
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Department of Speech-Language-Hearing: Sciences and Disorders, University of Kansas, Lawrence, KS
| | - Allison S. Aaron
- Department of Speech, Language and Hearing Sciences, Boston University, Boston, MA
| | - Alyssa C. Scartozzi
- Department of Otolaryngology—Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN
| | - Daniel E. Gustavson
- Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, CO
| | - Rachana Nitin
- Department of Otolaryngology—Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN
| | - Peter O. Bamikole
- Department of Anesthesiology and Perioperative Medicine, Oregon Health & Science University, Portland, OR
| | - Chloe Vaughan
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | | | - C. Melanie Schuele
- Department of Hearing and Speech Sciences, Vanderbilt University School of Medicine, Nashville, TN
- Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN
| | - Stephen M. Camarata
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN
| | - J. Devin McAuley
- Department of Psychology, Michigan State University, East Lansing, MI
| | - Reyna L. Gordon
- Department of Otolaryngology—Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN
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43
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Nayak S, Coleman PL, Ladányi E, Nitin R, Gustavson DE, Fisher SE, Magne CL, Gordon RL. The Musical Abilities, Pleiotropy, Language, and Environment (MAPLE) Framework for Understanding Musicality-Language Links Across the Lifespan. NEUROBIOLOGY OF LANGUAGE (CAMBRIDGE, MASS.) 2022; 3:615-664. [PMID: 36742012 PMCID: PMC9893227 DOI: 10.1162/nol_a_00079] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 08/08/2022] [Indexed: 04/18/2023]
Abstract
Using individual differences approaches, a growing body of literature finds positive associations between musicality and language-related abilities, complementing prior findings of links between musical training and language skills. Despite these associations, musicality has been often overlooked in mainstream models of individual differences in language acquisition and development. To better understand the biological basis of these individual differences, we propose the Musical Abilities, Pleiotropy, Language, and Environment (MAPLE) framework. This novel integrative framework posits that musical and language-related abilities likely share some common genetic architecture (i.e., genetic pleiotropy) in addition to some degree of overlapping neural endophenotypes, and genetic influences on musically and linguistically enriched environments. Drawing upon recent advances in genomic methodologies for unraveling pleiotropy, we outline testable predictions for future research on language development and how its underlying neurobiological substrates may be supported by genetic pleiotropy with musicality. In support of the MAPLE framework, we review and discuss findings from over seventy behavioral and neural studies, highlighting that musicality is robustly associated with individual differences in a range of speech-language skills required for communication and development. These include speech perception-in-noise, prosodic perception, morphosyntactic skills, phonological skills, reading skills, and aspects of second/foreign language learning. Overall, the current work provides a clear agenda and framework for studying musicality-language links using individual differences approaches, with an emphasis on leveraging advances in the genomics of complex musicality and language traits.
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Affiliation(s)
- Srishti Nayak
- Department of Otolaryngology – Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Psychology, Middle Tennessee State University, Murfreesboro, TN, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt University School of Medicine, Vanderbilt University, TN, USA
| | - Peyton L. Coleman
- Department of Otolaryngology – Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Enikő Ladányi
- Department of Otolaryngology – Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Linguistics, Potsdam University, Potsdam, Germany
| | - Rachana Nitin
- Department of Otolaryngology – Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA
| | - Daniel E. Gustavson
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, CO, USA
| | - Simon E. Fisher
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
| | - Cyrille L. Magne
- Department of Psychology, Middle Tennessee State University, Murfreesboro, TN, USA
- PhD Program in Literacy Studies, Middle Tennessee State University, Murfreesboro, TN, USA
| | - Reyna L. Gordon
- Department of Otolaryngology – Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
- Curb Center for Art, Enterprise, and Public Policy, Vanderbilt University, Nashville, TN, USA
- Vanderbilt Kennedy Center, Vanderbilt University Medical Center, TN, USA
- Vanderbilt University School of Medicine, Vanderbilt University, TN, USA
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44
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Guinamard A, Clément S, Goemaere S, Mary A, Riquet A, Dellacherie D. Musical abilities in children with developmental cerebellar anomalies. Front Syst Neurosci 2022; 16:886427. [PMID: 36061946 PMCID: PMC9436271 DOI: 10.3389/fnsys.2022.886427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 07/15/2022] [Indexed: 11/13/2022] Open
Abstract
Developmental Cerebellar Anomalies (DCA) are rare diseases (e.g., Joubert syndrome) that affect various motor and non-motor functions during childhood. The present study examined whether music perception and production are affected in children with DCA. Sixteen children with DCA and 37 healthy matched control children were tested with the Montreal Battery for Evaluation of Musical Abilities (MBEMA) to assess musical perception. Musical production was assessed using two singing tasks: a pitch-matching task and a melodic reproduction task. Mixed model analyses showed that children with DCA were impaired on the MBEMA rhythm perception subtest, whereas there was no difference between the two groups on the melodic perception subtest. Children with DCA were also impaired in the melodic reproduction task. In both groups, singing performance was positively correlated with rhythmic and melodic perception scores, and a strong correlation was found between singing ability and oro-bucco-facial praxis in children with DCA. Overall, children with DCA showed impairments in both music perception and production, although heterogeneity in cerebellar patient’s profiles was highlighted by individual analyses. These results confirm the role of the cerebellum in rhythm processing as well as in the vocal sensorimotor loop in a developmental perspective. Rhythmic deficits in cerebellar patients are discussed in light of recent work on predictive timing networks including the cerebellum. Our results open innovative remediation perspectives aiming at improving perceptual and/or production musical abilities while considering the heterogeneity of patients’ clinical profiles to design music-based therapies.
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Affiliation(s)
- Antoine Guinamard
- Univ. Lille, ULR 4072 – PSITEC – Psychologie: Interactions, Temps, Émotions, Cognition, Lille, France
- CHU Lille, Centre de Référence Malformations et Maladies Congénitales du Cervelet, Lille, France
- *Correspondence: Antoine Guinamard,
| | - Sylvain Clément
- Univ. Lille, ULR 4072 – PSITEC – Psychologie: Interactions, Temps, Émotions, Cognition, Lille, France
| | - Sophie Goemaere
- CHU Lille, Centre de Référence Malformations et Maladies Congénitales du Cervelet, Lille, France
- CHU Lille, Centre Régional de Diagnostic des Troubles d’Apprentissage, Lille, France
| | - Alice Mary
- CHU Lille, Centre de Référence Malformations et Maladies Congénitales du Cervelet, Lille, France
| | - Audrey Riquet
- CHU Lille, Centre de Référence Malformations et Maladies Congénitales du Cervelet, Lille, France
| | - Delphine Dellacherie
- Univ. Lille, ULR 4072 – PSITEC – Psychologie: Interactions, Temps, Émotions, Cognition, Lille, France
- CHU Lille, Centre de Référence Malformations et Maladies Congénitales du Cervelet, Lille, France
- Delphine Dellacherie,
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45
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Rocha S, Addyman C. Assessing Sensorimotor Synchronisation in Toddlers Using the Lookit Online Experiment Platform and Automated Movement Extraction. Front Psychol 2022; 13:897230. [PMID: 35846621 PMCID: PMC9282044 DOI: 10.3389/fpsyg.2022.897230] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 06/06/2022] [Indexed: 11/13/2022] Open
Abstract
Adapting gross motor movement to match the tempo of auditory rhythmic stimulation (sensorimotor synchronisation; SMS) is a complex skill with a long developmental trajectory. Drumming tasks have previously been employed with infants and young children to measure the emergence of rhythmic entrainment, and may provide a tool for identification of those with atypical rhythm perception and production. Here we describe a new protocol for measuring infant rhythmic movement that can be employed at scale. In the current study, 50 two-year-olds drummed along with the audiovisual presentation of four steady rhythms, using videos of isochronous drumming at 400, 500, 600, and 700 ms IOI, and provided their spontaneous motor tempo (SMT) by drumming in silence. Toddlers' drumming is observed from video recordings made in participants' own homes, obtained via the Lookit platform for online infant studies. We use OpenPose deep-learning model to generate wireframe estimates of hand and body location for each video. The vertical displacement of the hand was extracted, and the power and frequency of infants' rhythmic entrainment quantified using Fast Fourier Transforms. We find evidence for age-appropriate tempo-flexibility in our sample. Our results demonstrate the feasibility of a fully digital approach to measuring rhythmic entrainment from within the participant's home, from early in development.
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Affiliation(s)
- Sinead Rocha
- School of Psychology and Sport Science, Anglia Ruskin University, Cambridge, United Kingdom
- Department of Psychology, University of Cambridge, Cambridge, United Kingdom
| | - Caspar Addyman
- Department of Psychology, Goldsmiths, University of London, London, United Kingdom
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46
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Fiveash A, Bella SD, Bigand E, Gordon RL, Tillmann B. You got rhythm, or more: The multidimensionality of rhythmic abilities. Atten Percept Psychophys 2022; 84:1370-1392. [PMID: 35437703 PMCID: PMC9614186 DOI: 10.3758/s13414-022-02487-2] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/25/2022] [Indexed: 11/08/2022]
Abstract
Humans have a remarkable capacity for perceiving and producing rhythm. Rhythmic competence is often viewed as a single concept, with participants who perform more or less accurately on a single rhythm task. However, research is revealing numerous sub-processes and competencies involved in rhythm perception and production, which can be selectively impaired or enhanced. To investigate whether different patterns of performance emerge across tasks and individuals, we measured performance across a range of rhythm tasks from different test batteries. Distinct performance patterns could potentially reveal separable rhythmic competencies that may draw on distinct neural mechanisms. Participants completed nine rhythm perception and production tasks selected from the Battery for the Assessment of Auditory Sensorimotor and Timing Abilities (BAASTA), the Beat Alignment Test (BAT), the Beat-Based Advantage task (BBA), and two tasks from the Burgundy best Musical Aptitude Test (BbMAT). Principal component analyses revealed clear separation of task performance along three main dimensions: production, beat-based rhythm perception, and sequence memory-based rhythm perception. Hierarchical cluster analyses supported these results, revealing clusters of participants who performed selectively more or less accurately along different dimensions. The current results support the hypothesis of divergence of rhythmic skills. Based on these results, we provide guidelines towards a comprehensive testing of rhythm abilities, including at least three short tasks measuring: (1) rhythm production (e.g., tapping to metronome/music), (2) beat-based rhythm perception (e.g., BAT), and (3) sequence memory-based rhythm processing (e.g., BBA). Implications for underlying neural mechanisms, future research, and potential directions for rehabilitation and training programs are discussed.
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Affiliation(s)
- Anna Fiveash
- Lyon Neuroscience Research Center, CRNL, CNRS, UMR 5292, INSERM U1028, F-69000, Lyon, France.
- University of Lyon 1, Lyon, France.
| | - Simone Dalla Bella
- International Laboratory for Brain, Music, and Sound Research (BRAMS), Montreal, Canada
- Department of Psychology, University of Montreal, Montreal, Canada
- Centre for Research on Brain, Language and Music (CRBLM), Montreal, Canada
- University of Economics and Human Sciences in Warsaw, Warsaw, Poland
| | | | - Reyna L Gordon
- Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, USA
- Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Barbara Tillmann
- Lyon Neuroscience Research Center, CRNL, CNRS, UMR 5292, INSERM U1028, F-69000, Lyon, France
- University of Lyon 1, Lyon, France
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47
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Flaten E, Marshall SA, Dittrich A, Trainor L. Evidence for Top-down Meter Perception in Infancy as Shown by Primed Neural Responses to an Ambiguous Rhythm. Eur J Neurosci 2022; 55:2003-2023. [PMID: 35445451 DOI: 10.1111/ejn.15671] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 03/23/2022] [Accepted: 03/24/2022] [Indexed: 11/30/2022]
Abstract
From auditory rhythm patterns, listeners extract the underlying steady beat, and perceptually group beats to form meters. While previous studies show infants discriminate different auditory meters, it remains unknown whether they can maintain (imagine) a metrical interpretation of an ambiguous rhythm through top-down processes. We investigated this via electroencephalographic mismatch responses. We primed 6-month-old infants (N = 24) to hear a 6-beat ambiguous rhythm either in duple meter (n = 13), or in triple meter (n = 11) through loudness accents either on every second or every third beat. Periods of priming were inserted before sequences of the ambiguous unaccented rhythm. To elicit mismatch responses, occasional pitch deviants occurred on either beat 4 (strong beat in triple meter; weak in duple) or beat 5 (strong in duple; weak in triple) of the unaccented trials. At frontal left sites, we found a significant interaction between beat and priming group in the predicted direction. Post-hoc analyses showed mismatch response amplitudes were significantly larger for beat 5 in the duple- than triple-primed group (p = .047) and were non-significantly larger for beat 4 in the triple- than duple-primed group. Further, amplitudes were generally larger in infants with musically experienced parents. At frontal right sites, mismatch responses were generally larger for those in the duple compared to triple group, which may reflect a processing advantage for duple meter. These results indicate infants can impose a top-down, internally generated meter on ambiguous auditory rhythms, an ability that would aid early language and music learning.
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Affiliation(s)
- Erica Flaten
- Department of Psychology, Neuroscience and Behaviour, McMaster University
| | - Sara A Marshall
- Department of Psychology, Neuroscience and Behaviour, McMaster University
| | - Angela Dittrich
- Department of Psychology, Neuroscience and Behaviour, McMaster University
| | - Laurel Trainor
- Department of Psychology, Neuroscience and Behaviour, McMaster University.,McMaster Institute for Music and the Mind, McMaster University.,Rotman Research Institute, Baycrest Hospital, Toronto, ON, Canada
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48
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Klomp A, Omichi R, Iwasa Y, Smith RJ, Usachev YM, Russo AF, Narayanan NS, Lee A. The voltage-gated Ca2+ channel subunit α2δ-4 regulates locomotor behavior and sensorimotor gating in mice. PLoS One 2022; 17:e0263197. [PMID: 35353835 PMCID: PMC8967030 DOI: 10.1371/journal.pone.0263197] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Accepted: 03/11/2022] [Indexed: 01/06/2023] Open
Abstract
Voltage-gated Ca2+ channels are critical for the development and mature function of the nervous system. Variants in the CACNA2D4 gene encoding the α2δ-4 auxiliary subunit of these channels are associated with neuropsychiatric and neurodevelopmental disorders. α2δ-4 is prominently expressed in the retina and is crucial for vision, but extra-retinal functions of α2δ-4 have not been investigated. Here, we sought to fill this gap by analyzing the behavioral phenotypes of α2δ-4 knockout (KO) mice. α2δ-4 KO mice (both males and females) exhibited significant impairments in prepulse inhibition that were unlikely to result from the modestly elevated auditory brainstem response thresholds. Whereas α2δ-4 KO mice of both sexes were hyperactive in various assays, only females showed impaired motor coordination in the rotarod assay. α2δ-4 KO mice exhibited anxiolytic and anti-depressive behaviors in the elevated plus maze and tail suspension tests, respectively. Our results reveal an unexpected role for α2δ-4 in sensorimotor gating and motor function and identify α2δ-4 KO mice as a novel model for studying the pathophysiology associated with CACNA2D4 variants.
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Affiliation(s)
- Annette Klomp
- Interdisciplinary Graduate Program in Neuroscience, University of Iowa, Iowa City, Iowa, United States of America
- Iowa Neuroscience Institute, University of Iowa, Iowa City, Iowa, United States of America
- Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, Iowa, United States of America
| | - Ryotaro Omichi
- Department of Otolaryngology-Head and Neck Surgery, University of Iowa, Iowa City, Iowa, United States of America
- Iowa Institute of Human Genetics, University of Iowa, Iowa City, Iowa, United States of America
| | - Yoichiro Iwasa
- Department of Otolaryngology-Head and Neck Surgery, University of Iowa, Iowa City, Iowa, United States of America
- Iowa Institute of Human Genetics, University of Iowa, Iowa City, Iowa, United States of America
| | - Richard J. Smith
- Iowa Neuroscience Institute, University of Iowa, Iowa City, Iowa, United States of America
- Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, Iowa, United States of America
- Department of Otolaryngology-Head and Neck Surgery, University of Iowa, Iowa City, Iowa, United States of America
- Iowa Institute of Human Genetics, University of Iowa, Iowa City, Iowa, United States of America
| | - Yuriy M. Usachev
- Iowa Neuroscience Institute, University of Iowa, Iowa City, Iowa, United States of America
- Department of Neuroscience and Pharmacology, University of Iowa, Iowa City, Iowa, United States of America
| | - Andrew F. Russo
- Iowa Neuroscience Institute, University of Iowa, Iowa City, Iowa, United States of America
- Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, Iowa, United States of America
- Department of Neurology, University of Iowa, Iowa City, Iowa, United States of America
| | - Nandakumar S. Narayanan
- Iowa Neuroscience Institute, University of Iowa, Iowa City, Iowa, United States of America
- Department of Neurology, University of Iowa, Iowa City, Iowa, United States of America
| | - Amy Lee
- Iowa Neuroscience Institute, University of Iowa, Iowa City, Iowa, United States of America
- Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, Iowa, United States of America
- Department of Otolaryngology-Head and Neck Surgery, University of Iowa, Iowa City, Iowa, United States of America
- Department of Neurology, University of Iowa, Iowa City, Iowa, United States of America
- * E-mail:
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49
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Braun Janzen T, Koshimori Y, Richard NM, Thaut MH. Rhythm and Music-Based Interventions in Motor Rehabilitation: Current Evidence and Future Perspectives. Front Hum Neurosci 2022; 15:789467. [PMID: 35111007 PMCID: PMC8801707 DOI: 10.3389/fnhum.2021.789467] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 12/27/2021] [Indexed: 12/17/2022] Open
Abstract
Research in basic and clinical neuroscience of music conducted over the past decades has begun to uncover music’s high potential as a tool for rehabilitation. Advances in our understanding of how music engages parallel brain networks underpinning sensory and motor processes, arousal, reward, and affective regulation, have laid a sound neuroscientific foundation for the development of theory-driven music interventions that have been systematically tested in clinical settings. Of particular significance in the context of motor rehabilitation is the notion that musical rhythms can entrain movement patterns in patients with movement-related disorders, serving as a continuous time reference that can help regulate movement timing and pace. To date, a significant number of clinical and experimental studies have tested the application of rhythm- and music-based interventions to improve motor functions following central nervous injury and/or degeneration. The goal of this review is to appraise the current state of knowledge on the effectiveness of music and rhythm to modulate movement spatiotemporal patterns and restore motor function. By organizing and providing a critical appraisal of a large body of research, we hope to provide a revised framework for future research on the effectiveness of rhythm- and music-based interventions to restore and (re)train motor function.
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Affiliation(s)
- Thenille Braun Janzen
- Center of Mathematics, Computing and Cognition, Universidade Federal do ABC, São Bernardo do Campo, Brazil
| | - Yuko Koshimori
- Music and Health Science Research Collaboratory, Faculty of Music, University of Toronto, Toronto, ON, Canada
- Brain Health Imaging Centre, CAMH, Toronto, ON, Canada
| | - Nicole M. Richard
- Music and Health Science Research Collaboratory, Faculty of Music, University of Toronto, Toronto, ON, Canada
- Faculty of Music, Belmont University, Nashville, TN, United States
| | - Michael H. Thaut
- Music and Health Science Research Collaboratory, Faculty of Music, University of Toronto, Toronto, ON, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- *Correspondence: Michael H. Thaut,
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50
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Fiveash A, Bedoin N, Gordon RL, Tillmann B. Processing rhythm in speech and music: Shared mechanisms and implications for developmental speech and language disorders. Neuropsychology 2021; 35:771-791. [PMID: 34435803 PMCID: PMC8595576 DOI: 10.1037/neu0000766] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
OBJECTIVE Music and speech are complex signals containing regularities in how they unfold in time. Similarities between music and speech/language in terms of their auditory features, rhythmic structure, and hierarchical structure have led to a large body of literature suggesting connections between the two domains. However, the precise underlying mechanisms behind this connection remain to be elucidated. METHOD In this theoretical review article, we synthesize previous research and present a framework of potentially shared neural mechanisms for music and speech rhythm processing. We outline structural similarities of rhythmic signals in music and speech, synthesize prominent music and speech rhythm theories, discuss impaired timing in developmental speech and language disorders, and discuss music rhythm training as an additional, potentially effective therapeutic tool to enhance speech/language processing in these disorders. RESULTS We propose the processing rhythm in speech and music (PRISM) framework, which outlines three underlying mechanisms that appear to be shared across music and speech/language processing: Precise auditory processing, synchronization/entrainment of neural oscillations to external stimuli, and sensorimotor coupling. The goal of this framework is to inform directions for future research that integrate cognitive and biological evidence for relationships between rhythm processing in music and speech. CONCLUSION The current framework can be used as a basis to investigate potential links between observed timing deficits in developmental disorders, impairments in the proposed mechanisms, and pathology-specific deficits which can be targeted in treatment and training supporting speech therapy outcomes. On these grounds, we propose future research directions and discuss implications of our framework. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Affiliation(s)
- Anna Fiveash
- Lyon Neuroscience Research Center, CRNL, CNRS, UMR5292, INSERM, U1028, F-69000, Lyon, France
- University Lyon 1, Lyon, France
| | - Nathalie Bedoin
- Lyon Neuroscience Research Center, CRNL, CNRS, UMR5292, INSERM, U1028, F-69000, Lyon, France
- University Lyon 1, Lyon, France
- University of Lyon 2, CNRS, UMR5596, Lyon, F-69000, France
| | - Reyna L. Gordon
- Department of Otolaryngology – Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, Tennessee
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, Tennessee
- Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Barbara Tillmann
- Lyon Neuroscience Research Center, CRNL, CNRS, UMR5292, INSERM, U1028, F-69000, Lyon, France
- University Lyon 1, Lyon, France
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