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Chan RSM, Wong WWS, Zhou TY, Liu Y, Tsang HT, Luk CL, Chan TH, Lam WYH, Tsoi JKH. Human-AI collaboration improves adults' oral biomechanical functions: A multi-centre, self-controlled clinical trial. J Dent 2024; 150:105354. [PMID: 39312995 DOI: 10.1016/j.jdent.2024.105354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 09/09/2024] [Accepted: 09/10/2024] [Indexed: 09/25/2024] Open
Abstract
OBJECTIVES Maintenance of oral muscle functions is important for survival and communication. Utilizing Artificial Intelligence (AI) as a self-health-management material has shown promise. Here we developed a functional and AI-enabled smartphone e-Oral APP that provided real-time feedback features to let humans collaborate with AI, targeting to improve oral biomechanical and speech functions of adults. METHODS A total of 113 neurologically healthy Hong Kong citizens over 50 years old were recruited in this study from June to October 2022. A set of 12 exercises of the tongue, lips, and jaw were conducted with guidance provided in the self-developed e-Oral APP, in which visual-audio demonstrations and immediate feedback on facial movements by an open-source AI-pretrained 68-point Ensemble of Regression Tree (ERT) face landmark detector was given to the users. After 8-week exercises, assessments after 1-week and 4-week post-training were conducted. Primary outcomes were measured on oral functions, including occlusal force, masticatory efficiency, tongue strength, along with dry mouth condition, and oral health-related quality of life (OHQoL), while secondary outcomes were comprised of oral diadochokinesis (DDK) and swallowing ability. The usability of the APP was evaluated by a self-written questionnaire. RESULTS After exercising a set of 12 exercises on the tongue, lips, and jaw for 8 weeks, 70 out of 113 participants (average age of 67.70±4.93 y.o., 52 female and 18 male) had a significant improvement in the occlusal force (p < 0.001), while masticatory efficiency (p = 0.002), tongue pressure (p < 0.001) and endurance (p = 0.004) were also improved. 80.3 % of respondents rated the APP with an overall rating of 3 out of 5 points, and 68.6 % would recommend the APP to others. CONCLUSIONS AI-based APP can be an effective approach to help healthy adults improve their occlusal force, masticatory efficiency, tongue functions, and oral diadochokinesis after 8-week home oral exercises. Furthermore, these improvements can be sustained for at least four weeks. CLINICAL SIGNIFICANCE This is the first AI-assisted APP developed for oral muscle training. Our findings demonstrated that a self-administrated human-AI collaboration APP can improve clinically oral muscle biomechanics and functions for healthy adults. AI technology in smartphone gadgets provides a cost-effective, convenient, and reliable means for oral muscles training for adults.
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Affiliation(s)
- Rosalind Sin Man Chan
- Dental Materials Science, Division of Applied Oral Sciences and Community Dental Care, Faculty of Dentistry, The University of Hong Kong, Prince Philip Dental Hospital, 34 Hospital Road, Sai Ying Pun, Hong Kong, Hong Kong SAR, PR China
| | - Winsy Wing Sze Wong
- Department of Chinese and Bilingual Studies, Faculty of Humanities, The Hong Kong Polytechnic University, Hong Kong SAR, PR China
| | - Tian Yu Zhou
- Dental Materials Science, Division of Applied Oral Sciences and Community Dental Care, Faculty of Dentistry, The University of Hong Kong, Prince Philip Dental Hospital, 34 Hospital Road, Sai Ying Pun, Hong Kong, Hong Kong SAR, PR China
| | - Ying Liu
- Dental Materials Science, Division of Applied Oral Sciences and Community Dental Care, Faculty of Dentistry, The University of Hong Kong, Prince Philip Dental Hospital, 34 Hospital Road, Sai Ying Pun, Hong Kong, Hong Kong SAR, PR China
| | - Hiu Tung Tsang
- Dental Materials Science, Division of Applied Oral Sciences and Community Dental Care, Faculty of Dentistry, The University of Hong Kong, Prince Philip Dental Hospital, 34 Hospital Road, Sai Ying Pun, Hong Kong, Hong Kong SAR, PR China
| | - Chun Lam Luk
- Dental Materials Science, Division of Applied Oral Sciences and Community Dental Care, Faculty of Dentistry, The University of Hong Kong, Prince Philip Dental Hospital, 34 Hospital Road, Sai Ying Pun, Hong Kong, Hong Kong SAR, PR China
| | - Tsz Hei Chan
- Dental Materials Science, Division of Applied Oral Sciences and Community Dental Care, Faculty of Dentistry, The University of Hong Kong, Prince Philip Dental Hospital, 34 Hospital Road, Sai Ying Pun, Hong Kong, Hong Kong SAR, PR China
| | - Walter Yu Hang Lam
- Prosthodontics, Division of Restorative Dental Sciences, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, PR China
| | - James Kit Hon Tsoi
- Dental Materials Science, Division of Applied Oral Sciences and Community Dental Care, Faculty of Dentistry, The University of Hong Kong, Prince Philip Dental Hospital, 34 Hospital Road, Sai Ying Pun, Hong Kong, Hong Kong SAR, PR China.
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Hansen T, Staal SM, Rauhe Harreby ND, Andersen U, Holm MT, von Bülow C, Wæhrens EE. Task-Based Eating and Drinking Interventions in Animal Models: A Narrative Review of Functional Improvements and Neuromuscular Adaptations in Age-Related Dysphagia. Geriatrics (Basel) 2024; 9:138. [PMID: 39449375 PMCID: PMC11503346 DOI: 10.3390/geriatrics9060138] [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: 09/13/2024] [Revised: 10/17/2024] [Accepted: 10/18/2024] [Indexed: 10/26/2024] Open
Abstract
BACKGROUND/OBJECTIVES Age-related dysphagia involves sarcopenia and nervous system changes affecting ingestion. The ACT-ING program, a novel task-based occupational therapy intervention, has been developed to improve strength, endurance, and ingestive skills using real-world eating and drinking tasks for older adults with age-related dysphagia. This narrative review evaluates the outcomes and neuromuscular adaptations of task-based eating and drinking interventions in aging animal models to inform potential refinements of the ACT-ING program and interpret results from an ongoing proof-of-concept study. METHODS Publications were obtained from PubMed, SCOPUS, CINAHL, and EMBASE, and selected following the PRISMA guideline. Thirteen randomized trials investigated a task-based fluid-licking intervention in rats, combining strength, endurance, and skill training. RESULTS Results suggested benefits in improving muscle strength, endurance, and swallowing skills in terms of quantity and speed. Although neuromuscular adaptations were less conclusive, the intervention appeared to induce cortical plasticity and increase fatigue-resistant muscle fibers in the involved muscles. CONCLUSIONS While these findings are promising, methodological concerns and potential biases were identified. Therefore, further research is necessary to refine the ACT-ING program, including both clinical studies in humans and preclinical studies in aging animal models that clearly define interventions targeting all aspects of ingestion-related skills within a motor learning and strength training framework.
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Affiliation(s)
- Tina Hansen
- Physical Medicine & Rehabilitation Research—Copenhagen (PMR-C), Department of Occupational Therapy and Physiotherapy, Copenhagen University Hospital Amager and Hvidovre, Kettegård Allé 30, 2650 Hvidovre, Denmark;
- Occupation-Centered Occupational Therapy, The Parker Institute, Copenhagen University Hospital Bispebjerg and Frederiksberg, Nordre Fasanvej 57, 2000 Frederiksberg, Denmark; (U.A.); (M.T.H.); (C.v.B.); (E.E.W.)
| | - Sabina Mette Staal
- Physical Medicine & Rehabilitation Research—Copenhagen (PMR-C), Department of Occupational Therapy and Physiotherapy, Copenhagen University Hospital Amager and Hvidovre, Kettegård Allé 30, 2650 Hvidovre, Denmark;
| | - Nete Deela Rauhe Harreby
- Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Selma Lagerloefsvej 249, 9260 Aalborg, Denmark;
| | - Ulla Andersen
- Occupation-Centered Occupational Therapy, The Parker Institute, Copenhagen University Hospital Bispebjerg and Frederiksberg, Nordre Fasanvej 57, 2000 Frederiksberg, Denmark; (U.A.); (M.T.H.); (C.v.B.); (E.E.W.)
- Occupational Science, User Perspectives and Community-Based Research, Institute of Public Health, University of Southern Denmark, Campusvej 55, 5030 Odense C, Denmark
| | - Masumi Takeuchi Holm
- Occupation-Centered Occupational Therapy, The Parker Institute, Copenhagen University Hospital Bispebjerg and Frederiksberg, Nordre Fasanvej 57, 2000 Frederiksberg, Denmark; (U.A.); (M.T.H.); (C.v.B.); (E.E.W.)
| | - Cecillie von Bülow
- Occupation-Centered Occupational Therapy, The Parker Institute, Copenhagen University Hospital Bispebjerg and Frederiksberg, Nordre Fasanvej 57, 2000 Frederiksberg, Denmark; (U.A.); (M.T.H.); (C.v.B.); (E.E.W.)
| | - Eva Ejlersen Wæhrens
- Occupation-Centered Occupational Therapy, The Parker Institute, Copenhagen University Hospital Bispebjerg and Frederiksberg, Nordre Fasanvej 57, 2000 Frederiksberg, Denmark; (U.A.); (M.T.H.); (C.v.B.); (E.E.W.)
- Occupational Science, User Perspectives and Community-Based Research, Institute of Public Health, University of Southern Denmark, Campusvej 55, 5030 Odense C, Denmark
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Vergara J, Andreollo NA, Starmer HM, Miles A, Baraçal-Prado ACC, Junqueira AA, Tincani AJ. Swallowing Safety after Remote sub-total Esophagectomy: How Important is Tongue Pressure? Dysphagia 2024:10.1007/s00455-024-10745-8. [PMID: 39153046 DOI: 10.1007/s00455-024-10745-8] [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: 05/25/2023] [Accepted: 07/31/2024] [Indexed: 08/19/2024]
Abstract
The factors related to oropharyngeal dysphagia after remote esophagectomy (greater than five months) remain unclear. This study aimed to assess patient perception of dysphagia, maximum anterior isometric pressure (MAIP), maximum posterior isometric pressure (MPIP), lingual swallowing pressure (LSP) and radiographic physiological components of the oral and pharyngeal phases of swallowing in patients who are post remote sub-total esophagectomy (SE). Patient perception of dysphagia was assessed using the Eating Assessment Tool (EAT-10). MAIP, MPIP, and LSP were measured using the Iowa Oral Performance Instrument. Videofluoroscopy was used to assess the physiologic components of swallowing with the Modified Barium Swallow Impairment Profile (MBSImP) and the Penetration-Aspiration Scale (PAS). Ten patients were included in the study (53.2% male; mean age 54.5 ± 18.0). The mean postoperative time was 30 months (range, 5.0-72 months). Seven patients had elevated EAT-10 scores (> 3). All patients demonstrated impaired oropharyngeal swallowing on at least three MBSImP components (range 3-12) and two patients aspirated (PAS 8). There was a significant difference in MAIP values when comparing patients with normal versus impaired laryngeal elevation and epiglottic movement (p < 0.001). MPIP values were significantly different in patients with normal versus impaired epiglottic movement as well as normal versus elevated PAS scores (p < 0.001). Decreased lingual pressure and physiological changes in swallowing coexist after SE. Our results indicate that the decrease in tongue strength may be one of the factors related to unsafe swallow. The assessment of lingual pressure provides diagnostic value and should be incorporated as part of a comprehensive assessment in this population.
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Affiliation(s)
- José Vergara
- Department of Surgery, Head and Neck Surgery, University of Campinas, R. Tessália Vieira de Camargo, 126, Campinas, 13083-887, SP, Brazil.
| | - Nelson Adami Andreollo
- Division of Gastrointestinal Surgery, Department of Surgery, School of Medical Sciences, State University of Campinas, Campinas, SP, Brazil
| | - Heather M Starmer
- Division of Head and Neck Surgery, Department of Otolaryngology-Head & Neck Surgery, Stanford University, Palo Alto, CA, USA
- School of Health Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Anna Miles
- Department of Speech Science, School of Psychology, University of Auckland, Auckland, New Zealand
| | | | | | - Alfio José Tincani
- Department of Surgery, Head and Neck Surgery, University of Campinas, R. Tessália Vieira de Camargo, 126, Campinas, 13083-887, SP, Brazil
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Barikroo A, Im I, Crary M, Carnaby G. Effects of Age and Lingual-Palatal Pressure Levels on Submental Surface Electromyography Measures. Dysphagia 2023; 38:1277-1285. [PMID: 36656382 DOI: 10.1007/s00455-023-10553-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 01/09/2023] [Indexed: 01/20/2023]
Abstract
Submental surface electromyography (sEMG) may provide information about the lingual-palatal pressure (LPP) during swallowing. However, the extent to which changes in age and LPP levels are reflected in different sEMG measures is unclear. This study aimed to understand the effects of age and different levels of submaximal LPPs on submental sEMG peak, average, and integrated values in healthy adults. Ninety community-dwelling healthy participants were categorized into three age groups (young: 20-39 years, middle age: 40-59 years, older: 60 ≥ years). sEMG and LPP measurements were collected concurrently. After placing the sEMG electrodes, the maximal isometric LPP was established using the Iowa oral performance instrument (IOPI) on the anterior tongue. sEMG recordings were conducted for three submaximal LPP levels, including 40%, 60%, and 80% of the maximum LPP. Two-way repeated measure ANOVAs were conducted to find the effects of age and varying LPP levels on mean sEMG peak, average, and integrated measures. A significant age by LPP level interaction was identified for sEMG peak [F (4, 172) = 4.116, p < 0.007, ηp2 = 0.087], sEMG average [F (4, 170) = 5.049, p < 0.001, ηp2 = 0.106], and sEMG integrated values [F (4, 170) = 4.179, p < 0.003, ηp2 = 0.090]. Post hoc testing demonstrated that, in general, sEMG values significantly increased with rising LPP levels, primarily for younger and middle-aged adults. Furthermore, at 80% of maximum LPP, older adults generated less sEMG average and integrated values than middle age (only significant for sEMG integrated value) and younger adults. Likewise, max LPP was lower in older adults compared with young and middle-aged groups. Submental sEMG has the potential to be incorporated into a skill-based lingual exercise paradigm to improve tongue function during swallowing. Moreover, submental sEMG can characterize some age-related subclinical changes in swallowing.
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Affiliation(s)
- Ali Barikroo
- Swallowing Physiology & Rehabilitation Research Laboratory, Speech Pathology and Audiology Program, School of Health Sciences, Kent State University, PO Box 5190, Kent, OH, 44242-0001, USA.
| | - Ikjae Im
- Department of Language and Rehabilitation, Catholic Kwandong University, Gangneung, South Korea
| | | | - Giselle Carnaby
- School of Health Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
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Van Geneugden L, Verdonck A, Willems G, Hens G, Cadenas de Llano-Pérula M. Relation between Maximum Oral Muscle Pressure and Dentoalveolar Characteristics in Patients with Cleft Lip and/or Palate: A Prospective Comparative Study. J Clin Med 2023; 12:4598. [PMID: 37510713 PMCID: PMC10380591 DOI: 10.3390/jcm12144598] [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: 05/06/2023] [Revised: 07/01/2023] [Accepted: 07/06/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND Perioral muscle function, which influences maxillofacial growth and tooth position, can be affected in patients with oral clefts due to their inherent anatomical characteristics and the multiple surgical corrections performed. This research aims to (1) compare the maximum oral muscle pressure of subjects with and without isolated cleft palate (CP) or unilateral cleft lip and palate (UCLP), (2) investigate its influence on their dentoalveolar characteristics, and (3) investigate the influence of functional habits on the maximum oral muscle pressure in patients with and without cleft. MATERIAL AND METHODS Subjects with and without CP and UCLP seeking treatment at the Department of Orthodontics of University Hospitals Leuven between January 2021 and August 2022 were invited to participate. The Iowa Oral Performance Instrument (IOPI) was used to measure their maximum tongue, lip, and cheek pressure. An imbalance score was calculated to express the relationship between tongue and lip pressure. Upper and lower intercanine (ICD) and intermolar distance (IMD) were measured on 3D digital dental casts, and the presence of functional habits was reported by the patients. The data were analyzed with multivariable linear models, correcting for age and gender. RESULTS 44 subjects with CP or UCLP (mean age: 12.00 years) and 104 non-affected patients (mean age: 11.13 years) were included. No significant differences in maximum oral muscle pressure or imbalance score were detected between controls and clefts or between cleft types. Significantly smaller upper ICDs and larger upper and lower IMDs were found in patients with clefts. A significant difference between controls and clefts was found in the relationship between oral muscle pressure and transversal jaw width. In cleft patients, the higher the maximum tongue pressure, the wider the upper and lower IMD, the higher the lip pressure, the smaller the upper and lower ICD and IMD, and the higher the imbalance score, the larger the upper and lower IMD and lower ICD. An imbalance favoring the tongue was found in cleft patients. The influence of functional habits on the maximum oral muscle pressure was not statistically different between clefts and controls. CONCLUSION Patients with CP or UCLP did not present reduced maximum oral muscle pressure compared with patients without a cleft. In cleft patients, tongue pressure was consistently greater than lip pressure, and those who presented a larger maxillary width presented systematically higher imbalance scores (favoring the tongue) than those with narrow maxillae. Therefore, the influence of slow maxillary expansion on maximum oral muscle pressure in cleft patients should not be underestimated.
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Affiliation(s)
- Lisa Van Geneugden
- Department of Oral Health Sciences-Orthodontics, KU Leuven, University Hospitals Leuven, Kapucijnenvoer 7, Blok 1, Bus 7001, 3000 Leuven, Belgium
| | - Anna Verdonck
- Department of Oral Health Sciences-Orthodontics, KU Leuven, University Hospitals Leuven, Kapucijnenvoer 7, Blok 1, Bus 7001, 3000 Leuven, Belgium
| | - Guy Willems
- Department of Oral Health Sciences-Orthodontics, KU Leuven, University Hospitals Leuven, Kapucijnenvoer 7, Blok 1, Bus 7001, 3000 Leuven, Belgium
| | - Greet Hens
- Department of Neurosciences, KU Leuven, University Hospitals Leuven, Kapucijnenvoer 7, Blok H, Bus 7001, 3000 Leuven, Belgium
| | - Maria Cadenas de Llano-Pérula
- Department of Oral Health Sciences-Orthodontics, KU Leuven, University Hospitals Leuven, Kapucijnenvoer 7, Blok 1, Bus 7001, 3000 Leuven, Belgium
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Ebersole BM, McMillan H, Hutcheson K. Evaluation and Management of Speech and Swallowing Issues in RFS. CURRENT PHYSICAL MEDICINE AND REHABILITATION REPORTS 2023. [DOI: 10.1007/s40141-023-00388-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/13/2023]
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Oral Rehabilitation from Oral and Dental Diseases. Healthcare (Basel) 2022; 10:healthcare10102065. [DOI: 10.3390/healthcare10102065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 10/12/2022] [Accepted: 10/14/2022] [Indexed: 11/16/2022] Open
Abstract
Oral conditions, such as the number of teeth and oral hygiene, are related to oral functions and oral health-related quality of life (QoL) [...]
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