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Henechowicz TL, Coleman PL, Gustavson DE, Mekki YN, Nayak S, Nitin R, Scartozzi AC, Tio ES, van Klei R, Felsky D, Thaut MH, Gordon RL. Polygenic Associations between Motor Behaviour, Neuromotor Traits, and Active Music Engagement in Four Cohorts. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.27.645667. [PMID: 40196524 PMCID: PMC11974849 DOI: 10.1101/2025.03.27.645667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2025]
Abstract
Phenotypic investigations have shown that actively engaging with music, i.e., playing a musical instrument or singing may be protective of motor decline in aging. For example, music training associated with enhanced sensorimotor skills accompanied by changes in brain structure and function. Although it is possible that the benefits of active music engagement "transfer" to benefits in the motor domain, it is also possible that the genetic architecture of motor behaviour and the motor system structure may influence active music engagement. This study investigated whether polygenic scores (PGS) for five behavioural motor traits, 12 neuromotor structural brain traits, and seven rates of change in brain structure traits trained from existing discovery genome-wide association studies (GWAS) predict active music engagement outcomes in four independent cohorts of unrelated individuals of European ancestry: the Canadian Longitudinal Study on Aging (CLSA; N=22,198), Wisconsin Longitudinal Study (WLS; N=4,605), Vanderbilt's BioVU Repository (BioVU; N=6,150), and Vanderbilt's Online Musicality study (OM; N=1,559). Results were meta-analyzed for each PGS main effect across outcomes and cohorts, revealing that PGS for a faster walking pace was associated with higher amounts of active music engagement. Within CLSA, a higher PGS for walking pace was associated with greater odds of engaging with music. Findings suggest a shared genetic architecture between motor function and active music engagement. Future intervention-based research should consider the genetic underpinnings of motor behavior when evaluating the effects of music engagement on motor function across the lifespan.
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Affiliation(s)
- T L Henechowicz
- Music and Health Science Research Collaboratory, Faculty of Music, University of Toronto
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center
- Music Cognition Laboratory, Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center
| | - P L Coleman
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center
- Center for Digital Genomic Medicine, Vanderbilt University Medical Center
| | - D E Gustavson
- Institute for Behavioral Genetics, University of Colorado Boulder
| | - Y N Mekki
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center
| | - S Nayak
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center
- Music Cognition Laboratory, Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center
| | - R Nitin
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center
| | - A C Scartozzi
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center
- Music Cognition Laboratory, Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center
| | - E S Tio
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health
| | - R van Klei
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health
| | - D Felsky
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health
- Department of Psychiatry, University of Toronto
- Division of Biostatistics, Dalla Lana School of Public Health, University of Toronto
- Rotman Research Institute, Baycrest Hospital, Toronto, ON
- Department of Anthropology, University of Toronto
| | - M H Thaut
- Music and Health Science Research Collaboratory, Faculty of Music, University of Toronto
- Temerty Faculty of Medicine, University of Toronto
| | - R L Gordon
- Music and Health Science Research Collaboratory, Faculty of Music, University of Toronto
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center
- Music Cognition Laboratory, Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center
- Center for Digital Genomic Medicine, Vanderbilt University Medical Center
- Institute for Behavioral Genetics, University of Colorado Boulder
- Department of Psychiatry, University of Toronto
- Division of Biostatistics, Dalla Lana School of Public Health, University of Toronto
- Rotman Research Institute, Baycrest Hospital, Toronto, ON
- Department of Anthropology, University of Toronto
- Temerty Faculty of Medicine, University of Toronto
- Vanderbilt Brain Institute, Vanderbilt University
- Department of Psychology, Vanderbilt University
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Zeng H, Zeng X, Liu N, Ding Y, Wu J, Zhang F, Xiong N. Development and validation of a nomogram for tracheotomy decannulation in individuals in a persistent vegetative state: A multicentre study. Ann Phys Rehabil Med 2024; 67:101849. [PMID: 38830320 DOI: 10.1016/j.rehab.2024.101849] [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: 11/27/2023] [Revised: 03/12/2024] [Accepted: 03/20/2024] [Indexed: 06/05/2024]
Abstract
BACKGROUND Decannulation for people in a persistent vegetative state (PVS) is challenging and relevant predictors of successful decannulation have yet to be identified. OBJECTIVE This study aimed to explore the predictors of tracheostomy decannulation outcomes in individuals in PVS and to develop a nomogram. METHOD In 2022, 872 people with tracheostomy in PVS were retrospectively enrolled and their data was randomly divided into a training set and a validation set in a 7:3 ratio. Univariate and multivariate regression analyses were performed on the training set to explore the influencing factors for decannulation and nomogram development. Internal validation was performed using 5-fold cross-validation. External validation was performed using receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA) on both the training and validation sets. RESULT Data from 610 to 262 individuals were used for the training and validation sets, respectively. The multivariate regression analysis found that duration of tracheostomy tube placement≥30 days (Odds Ratio [OR] 0.216, 95 % CI 0.151-0.310), pulmonary infection (OR 0.528, 95 %CI 0.366-0.761), hypoproteinemia (OR 0.669, 95 % CI 0.463-0.967), no passive standing training (OR 0.372, 95 % CI 0.253-0.547), abnormal swallowing reflex (OR 0.276, 95 % CI 0.116-0.656), mechanical ventilation (OR 0.658, 95 % CI 0.461-0.940), intensive care unit (ICU) duration>4 weeks (OR 0.517, 95 % CI 0.332-0.805), duration of endotracheal tube (OR 0.855, 95 % CI 0.803-0.907), older age (OR 0.981, 95 % CI 0.966-0.996) were risk factors for decannulation failure. Conversely, peroral feeding (OR 1.684, 95 % CI 1.178-2.406), passive standing training≥60 min (OR 1.687, 95 % CI 1.072-2.656), private caregiver (OR 1.944, 95 % CI 1.350-2.799) and ICU duration<2 weeks (OR 1.758, 95 % CI 1.173-2.634) were protective factors conducive to successful decannulation. The 5-fold cross-validation revealed a mean area under the curve of 0.744. The ROC curve C-indexes for the training and validation sets were 0.784 and 0.768, respectively, and the model exhibited good stability and accuracy. The DCA revealed a net benefit when the risk threshold was between 0 and 0.4. CONCLUSION The nomogram can help adjust the treatment and reduce decannulation failure. REGISTRATION Clinical registration is not mandatory for retrospective studies.
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Affiliation(s)
- Hongji Zeng
- School of Public Health, Zhengzhou University, No. 100 Science Avenue, Zhengzhou City, Henan Province 450000, China
| | - Xi Zeng
- Department of Rehabilitation Medicine III, The First Affiliated Hospital of Zhengzhou University, No.169-10 Nanyang Road, Zhengzhou City, Henan Province 450000, China; The NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Disease, No.1 Jianshe East Road, Zhengzhou City, Henan Province 450000, China.
| | - Nanxi Liu
- Sanquan College, No. 688, East Section of Shixiangyang Road, Xinxiang City, Henan Province 453000, China
| | - Yu Ding
- Department of Neurology, The Second Medical Center, PLA General Hospital, No. 28 Fuxing Road, Beijing City 100000, China
| | - Junfa Wu
- Department of Rehabilitation Medicine, Huashan Hospital, Fudan University, No. 433 Huashan Road, Shanghai City 200000, China
| | - Fangquan Zhang
- Department of Rehabilitation Medicine, Xinyang Central Hospital, No.1 Siyi Road, Xinyang City, Henan Province 464000, China
| | - Nana Xiong
- Peking University Sixth Hospital, No. 51 Huayuan North Road, Beijing City 101499, China
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Cope DG. Enhancing Mobility and Well-Being in Older Adults with Cancer. Semin Oncol Nurs 2024; 40:151674. [PMID: 38965023 DOI: 10.1016/j.soncn.2024.151674] [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: 03/01/2024] [Revised: 05/12/2024] [Accepted: 05/19/2024] [Indexed: 07/06/2024]
Abstract
OBJECTIVE To analyze mobility challenges in older adult with cancer. METHODS Data from previous literature was extracted and analyzed pertaining to the topic of interest. RESULTS Mobility issues for the older adult with cancer are multi-factorial and are impacted by age-related changes, comorbidities, cancer itself, and cancer treatment. CONCLUSIONS Proven benefits have been suggested with mobility assessments, exercise and dietary interventions, and cancer rehabilitation programs however further research is needed to define integration and utilization of programs, facilitation of cancer survivors returning to work, inclusion of socially disadvantaged patients, program compliance, economic aspects, and caregiver involvement to improve quality of life across the cancer continuum. IMPLICATIONS FOR NURSING PRACTICE Oncology nurses are in a key role to impact the care of the older adult with cancer with mobility through patient assessment of mobility function, facilitation of patient referrals for supportive services and cancer rehabilitation and execution of nurse-led intervention programs.
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Affiliation(s)
- Diane G Cope
- Florida Cancer Specialists and Research Institute, Fort Myers, Florida.
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Niarchou M, Gustavson DE, Sathirapongsasuti JF, Anglada-Tort M, Eising E, Bell E, McArthur E, Straub P, McAuley JD, Capra JA, Ullén F, Creanza N, Mosing MA, Hinds DA, Davis LK, Jacoby N, Gordon RL. Genome-wide association study of musical beat synchronization demonstrates high polygenicity. Nat Hum Behav 2022; 6:1292-1309. [PMID: 35710621 PMCID: PMC9489530 DOI: 10.1038/s41562-022-01359-x] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Accepted: 04/21/2022] [Indexed: 02/02/2023]
Abstract
Moving in synchrony to the beat is a fundamental component of musicality. Here we conducted a genome-wide association study to identify common genetic variants associated with beat synchronization in 606,825 individuals. Beat synchronization exhibited a highly polygenic architecture, with 69 loci reaching genome-wide significance (P < 5 × 10-8) and single-nucleotide-polymorphism-based heritability (on the liability scale) of 13%-16%. Heritability was enriched for genes expressed in brain tissues and for fetal and adult brain-specific gene regulatory elements, underscoring the role of central-nervous-system-expressed genes linked to the genetic basis of the trait. We performed validations of the self-report phenotype (through separate experiments) and of the genome-wide association study (polygenic scores for beat synchronization were associated with patients algorithmically classified as musicians in medical records of a separate biobank). Genetic correlations with breathing function, motor function, processing speed and chronotype suggest shared genetic architecture with beat synchronization and provide avenues for new phenotypic and genetic explorations.
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Affiliation(s)
- Maria Niarchou
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA.
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
| | - Daniel E Gustavson
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Manuel Anglada-Tort
- Computational Auditory Perception Group, Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany
| | - Else Eising
- Department of Language and Genetics, Max Planck Institute for Psycholinguistics, Nijmegen, Netherlands
| | - Eamonn Bell
- Department of Music, Columbia University, New York, NY, USA
- Department of Computer Science, Durham University, Durham, UK
| | - Evonne McArthur
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Peter Straub
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - J Devin McAuley
- Department of Psychology, Michigan State University, East Lansing, MI, USA
| | - John A Capra
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, USA
- Department of Epidemiology & Biostatistics, University of California, San Francisco, CA, USA
| | - Fredrik Ullén
- Department of Neuroscience, Karolinska Institutet, Solna, Sweden
- Department of Cognitive Neuropsychology, Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany
| | - Nicole Creanza
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA
- Evolutionary Studies Initiative, Vanderbilt University, Nashville, TN, USA
| | - Miriam A Mosing
- Department of Neuroscience, Karolinska Institutet, Solna, Sweden
- Department of Cognitive Neuropsychology, Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany
- Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Victoria, Australia
| | | | - Lea K Davis
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA.
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA.
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA.
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, USA.
| | - Nori Jacoby
- Computational Auditory Perception Group, Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany
| | - 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.
- Department of Psychology, Vanderbilt University, Nashville, TN, USA.
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA.
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Wang J, Wang J, Li X, Wang Z, Qi X, Dove A, Bennett DA, Xu W. Association of Pulmonary Function With Motor Function Trajectories and Disability Progression Among Older Adults: A Long-Term Community-Based Cohort Study. J Gerontol A Biol Sci Med Sci 2022; 77:2524-2531. [PMID: 35512113 PMCID: PMC9799204 DOI: 10.1093/gerona/glac085] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND The association of pulmonary function (PF) with motor function and disability remains unclear. We investigate the association of PF with motor function trajectories and disability progression, and explore the role of social activity, cognitive function, and cardiovascular diseases (CVDs) in this relationship. METHODS Within the Rush Memory and Aging Project, 1 403 disability-free participants (mean age: 79.28 years) were followed for up to 22 years. PF was measured with a composite score based on peak expiratory flow, forced expiratory volume in 1 second, and forced vital capacity at baseline. Global motor function including dexterity, gait, and hand strength was assessed annually using 10 motor tests. Disability was evaluated according to the basic activities of daily living. Social activity was defined as the frequency of common types of social interaction. Global cognitive function was assessed using a battery of 19 cognitive performance tests. CVDs (including stroke, congestive heart failure, and heart diseases) were ascertained at baseline. Linear mixed-effects models were used. RESULTS Compared to high PF, low PF was related to faster decline in global motor function (β = -0.005, 95% confidence interval [CI]: -0.008 to -0.001) and all 3 specific motor abilities (p < .05), as well as faster progression of disability (β = 0.012, 95% CI: 0.009 to 0.014). There was a statistically significant interaction between PF and social activity/cognitive function on disability progression (β = 0.005, 95% CI: 0.001 to 0.009, p = .010/β = 0.004, 95% CI: 0.001 to 0.009, p = .025). CONCLUSION Poor PF accelerates motor function decline and the progression of disability. A high level of social activity and cognitive function appear to decelerate disability progression related to poor PF.
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Affiliation(s)
| | | | - Xuerui Li
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China,Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, China,Center for International Collaborative Research on Environment, Nutrition, and Public Health, Tianjin, China
| | - Zhangyu Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China,Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, China,Center for International Collaborative Research on Environment, Nutrition, and Public Health, Tianjin, China
| | - Xiuying Qi
- Address correspondence to: Xiuying Qi, PhD, Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Qixiangtai Road 22, Heping District, 300070, Tianjin, China. E-mail: ; Weili Xu, PhD, Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Tomtebodavägen 18A Floor 10, SE-171 65 Solna, Stockholm, Sweden. E-mail: ;
| | - Abigail Dove
- Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | | | - Weili Xu
- Address correspondence to: Xiuying Qi, PhD, Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Qixiangtai Road 22, Heping District, 300070, Tianjin, China. E-mail: ; Weili Xu, PhD, Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Tomtebodavägen 18A Floor 10, SE-171 65 Solna, Stockholm, Sweden. E-mail: ;
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