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Park SY, Byun SH, Yang BE, Kim D, Kim B, Lee JH, Kim YK. Randomized controlled trial of digital therapeutics for temporomandibular disorder: A pilot study. J Dent 2024; 147:105030. [PMID: 38685341 DOI: 10.1016/j.jdent.2024.105030] [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: 11/12/2023] [Revised: 04/24/2024] [Accepted: 04/26/2024] [Indexed: 05/02/2024] Open
Abstract
OBJECTIVES Temporomandibular disorder (TMD) is a common condition that affects the temporomandibular joint (TMJ) and the muscles of the jaw, resulting in pain and dysfunction. TMD is affected by both behavioral and psychological factors. Digital therapeutics (DTx) can exert therapeutic effects by controlling behavioral factors through the delivery of appropriate interventions. Here, we report an open-label randomized control trial to evaluate the efficacy of DTx for TMD. METHODS We recruited 40 participants diagnosed with TMD. Participants were randomly divided into an intervention group (DTx use, n = 20) and a control group (n = 20). The intervention group received the usual treatment process for TMD in addition to the use of the DTx. The control group received the usual treatments only. Patients in both groups were followed up for 3-4 weeks, and outcome data were collected and analyzed. RESULT The intervention group showed a significant reduction in pain scores as measured by the numerical rating scale (NRS) (p = 0.016). Additionally, the intervention group showed a statistically significant increase in maximal mouth opening compared to the control group (p = 0.0079). However, there were no significant differences in improvement in the Jaw Functional Limitation Scale, Oral Behavior Checklist, and Patient Health Questionnaire-4 between the two groups (p = 0503, = 0.820, and = 0.943, respectively). CONCLUSION This RCT reveals DTx potential in TMD, showing pain and mouth opening improvements with conventional treatment. But no significant changes were noted in other outcomes. The findings advocate for more extensive, long-term research to solidify DTx's role in TMD management. CLINICAL SIGNIFICANCE This research underlines DTx potential to improve pain outcomes in TMD therapy, reinforcing its value as a complementary treatment modality.
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Affiliation(s)
- Sang-Yoon Park
- Department of Oral and Maxillofacial Surgery, School of Dentistry and Dental Research Institute, Seoul National University, Seoul, South Korea; Department of Oral and Maxillofacial Surgery, Hallym University Sacred Heart Hospital, Anyang 14066, South Korea; Graduate School of Clinical Dentistry, Hallym University, Chuncheon 24252, South Korea; Institute of Clinical Dentistry, Hallym University, Chuncheon 24252, South Korea; Dental AI‑Robotics Center, Hallym University Sacred Heart Hospital, Anyang 14066, South Korea
| | - Soo-Hwan Byun
- Department of Oral and Maxillofacial Surgery, Hallym University Sacred Heart Hospital, Anyang 14066, South Korea; Graduate School of Clinical Dentistry, Hallym University, Chuncheon 24252, South Korea; Institute of Clinical Dentistry, Hallym University, Chuncheon 24252, South Korea; Dental AI‑Robotics Center, Hallym University Sacred Heart Hospital, Anyang 14066, South Korea
| | - Byoung-Eun Yang
- Department of Oral and Maxillofacial Surgery, Hallym University Sacred Heart Hospital, Anyang 14066, South Korea; Graduate School of Clinical Dentistry, Hallym University, Chuncheon 24252, South Korea; Institute of Clinical Dentistry, Hallym University, Chuncheon 24252, South Korea; Dental AI‑Robotics Center, Hallym University Sacred Heart Hospital, Anyang 14066, South Korea
| | - Daehyun Kim
- Department of Periodontology, College of Dentistry, Yonsei University, Seoul, South Korea; Beyondmedicine, Inc. Research institute, South Korea
| | - Bongju Kim
- Innovation Research & Support Center for Dental Science, Seoul National University Dental Hospital, Seoul, South Korea
| | - Jong-Ho Lee
- Department of Oral and Maxillofacial Surgery, School of Dentistry and Dental Research Institute, Seoul National University, Seoul, South Korea; Innovation Research & Support Center for Dental Science, Seoul National University Dental Hospital, Seoul, South Korea; Oral Oncology Clinic, National Cancer Center, Ilsan, South Korea
| | - Young-Kyun Kim
- Department of Oral and Maxillofacial Surgery, School of Dentistry and Dental Research Institute, Seoul National University, Seoul, South Korea; Department of Oral and Maxillofacial Surgery, Section of Dentistry, Seoul National University Bundang Hospital, South Korea.
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Zhang X, Zhang S, Zhang H, Xiong Z, Li Y, Li L, Pi X, Liu H. Feasibility and Acceptability Evaluation of a Digital Therapeutic Program for Improving Cancer Prevention: A Quasi-experimental Pre-post Interventional Pilot Study. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2024:10.1007/s13187-024-02431-y. [PMID: 38898222 DOI: 10.1007/s13187-024-02431-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 03/23/2024] [Indexed: 06/21/2024]
Abstract
Previous studies have proved that healthy behaviors hinder the onset and progression of tumors. Digital therapeutics (DTx), playing a pivotal role in facilitating behavioral adjustments through educational interventions, lifestyle support, and symptom monitoring, contribute to the goal of tumor prevention. We aim to optimize the evaluation of the feasibility and acceptability of DTx for cancer prevention. This involves assessing AITI's daily activity rates and user feedback, and comparing changes in behavioral habits and differences in SF-36 before and after the intervention. In a 4-week trial with 57 participants engaging actively, we found both the average daily activity rate and 4-week retention rate at 35 (61.4%). The USE Questionnaire scores (validity, ease of use, acquisition, and satisfaction) ranged from 68.06 to 83.10, indicating AITI's user-friendliness and acceptability. Furthermore, positive habit changes were noted among participants in exercise and diet (p < 0.0001), suggesting the effectiveness of the DTx approach in modifying behavioral habits related to physical activity and nutrition. This pilot study underscores the potential of DTx in advancing cancer prevention. However, larger and longer studies are needed to comprehensively assess its impact.
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Affiliation(s)
- Xianwei Zhang
- Key Laboratory of Biorheological Science and Technology of Ministry of Education, College of Bioengineering, Chongqing University, No. 174 Shazheng Road, Shapingba District, Chongqing, 400044, China
| | - Sheng Zhang
- Key Laboratory of Biorheological Science and Technology of Ministry of Education, College of Bioengineering, Chongqing University, No. 174 Shazheng Road, Shapingba District, Chongqing, 400044, China
| | - Haiyan Zhang
- Key Laboratory of Biorheological Science and Technology of Ministry of Education, College of Bioengineering, Chongqing University, No. 174 Shazheng Road, Shapingba District, Chongqing, 400044, China
| | - Ziyou Xiong
- Key Laboratory of Biorheological Science and Technology of Ministry of Education, College of Bioengineering, Chongqing University, No. 174 Shazheng Road, Shapingba District, Chongqing, 400044, China
| | - Yi Li
- Key Laboratory of Biorheological Science and Technology of Ministry of Education, College of Bioengineering, Chongqing University, No. 174 Shazheng Road, Shapingba District, Chongqing, 400044, China
| | - Lufeng Li
- Department of Infectious Diseases, Southwest Hospital, Army Medical University, Gaotan Rock, 30 Main Street, Chongqing, China.
| | - Xitian Pi
- Key Laboratory of Biorheological Science and Technology of Ministry of Education, College of Bioengineering, Chongqing University, No. 174 Shazheng Road, Shapingba District, Chongqing, 400044, China.
| | - Hongying Liu
- Key Laboratory of Biorheological Science and Technology of Ministry of Education, College of Bioengineering, Chongqing University, No. 174 Shazheng Road, Shapingba District, Chongqing, 400044, China.
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Moravcová K, Sovová M, Ožana J, Karbanová M, Klásek J, Kolasińska AB, Sovová E. Comparing the Efficacy of Digital and In-Person Weight Loss Interventions for Patients with Obesity and Glycemic Disorders: Evidence from a Randomized Non-Inferiority Trial. Nutrients 2024; 16:1510. [PMID: 38794747 PMCID: PMC11123733 DOI: 10.3390/nu16101510] [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: 04/15/2024] [Revised: 05/13/2024] [Accepted: 05/15/2024] [Indexed: 05/26/2024] Open
Abstract
Digital weight loss interventions present a viable and cost-effective alternative to traditional therapy. However, further evidence is needed to establish the equal effectiveness of both approaches. This randomized controlled non-inferiority trial aimed to compare the effects of an intensive in-person weight loss intervention program with Vitadio digital therapy. One hundred patients with obesity and diagnosed with type 2 diabetes, prediabetes, or insulin resistance were enrolled and randomly assigned to one of the two treatment groups. Over a 6-month period, the control group received five in-person consultations with a physician who specialized in obesity treatment, a dietitian and/or a nutrition nurse, while the intervention group followed the digital program based on a multimodal therapeutic approach. The extent of weight loss was assessed and compared between the groups. Additionally, changes in body composition and metabolic parameters for the digital intervention group were analyzed. The study results demonstrated comparable effectiveness of both treatments for weight reduction. The positive effects of Vitadio were further evidenced by favorable changes in body composition and lipid metabolism and improved glycemic control in the intervention group. These findings suggest that Vitadio is an effective tool for assisting patients with managing obesity and preventing diabetes progression.
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Affiliation(s)
- Katarína Moravcová
- Department of Exercise Medicine and Cardiovascular Rehabilitation, University Hospital Olomouc, I. P. Pavlova 6, 779 00 Olomouc, Czech Republic; (M.S.); (J.O.); (E.S.)
- Faculty of Medicine, Palacký University Olomouc, Hněvotínská 3, 775 15 Olomouc, Czech Republic
| | - Markéta Sovová
- Department of Exercise Medicine and Cardiovascular Rehabilitation, University Hospital Olomouc, I. P. Pavlova 6, 779 00 Olomouc, Czech Republic; (M.S.); (J.O.); (E.S.)
| | - Jaromír Ožana
- Department of Exercise Medicine and Cardiovascular Rehabilitation, University Hospital Olomouc, I. P. Pavlova 6, 779 00 Olomouc, Czech Republic; (M.S.); (J.O.); (E.S.)
| | - Martina Karbanová
- Department of Public Health, Masaryk University, Kamenice 5, 625 00 Brno, Czech Republic;
- First Faculty of Medicine, Charles University in Prague, Kateřinská 32, 121 08 Prague, Czech Republic
- Vitadio s.r.o., Římská 678/26, 120 00 Prague, Czech Republic; (J.K.); (A.B.K.)
| | - Jan Klásek
- Vitadio s.r.o., Římská 678/26, 120 00 Prague, Czech Republic; (J.K.); (A.B.K.)
| | | | - Eliška Sovová
- Department of Exercise Medicine and Cardiovascular Rehabilitation, University Hospital Olomouc, I. P. Pavlova 6, 779 00 Olomouc, Czech Republic; (M.S.); (J.O.); (E.S.)
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Pahwa M, McElroy SL, Priesmeyer R, Siegel G, Siegel P, Nuss S, Bowden CL, El-Mallakh RS. KIOS: A smartphone app for self-monitoring for patients with bipolar disorder. Bipolar Disord 2024; 26:84-92. [PMID: 37340215 PMCID: PMC10730767 DOI: 10.1111/bdi.13362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/22/2023]
Abstract
OBJECTIVES This study examined the use of a self-monitoring/self-management smartphone application (app) for patients with bipolar disorder. The app was specifically designed with patient-centered computational software system based on concepts from nonlinear systems (chaos) theory. METHODS This was a randomized, active comparator study of use of the KIOS app compared to an existing free app that has high utilization rates known as eMoods, over 52 weeks, and performed in three academic centers. Patients were evaluated monthly utilizing the Bipolar Inventory of Symptoms Schedule (BISS). The primary outcome measure was the persistence of using the app over the year of the study. RESULTS Patients assigned to KIOS persisted in the study longer than those assigned to eMoods; 57 patients (87.70%) in the KIOS group versus 42 (73.69%) in the eMoods group completed the study (p = 0.03). By 52 weeks, significantly more of KIOS group (84.4%) versus eMoods group (54%) entered data into their programs (χ2 = 14.2, df = 1, p = 0.0002). Patient satisfaction for KIOS was greater (F = 5.21, df = 1, 108, p = 0.025) with a standardized effect size (Cohen's d) of 0.41. There was no difference in clinical outcome at the end of the study between the two groups. CONCLUSIONS This is the first randomized comparison study comparing two apps for the self-monitoring/self-management of bipolar disorder. The study revealed greater patient satisfaction and greater adherence to a patient-centered software program (KIOS) than a monitoring program that does not provide feedback (eMoods).
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Affiliation(s)
- Mehak Pahwa
- Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky
| | - Susan L. McElroy
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio
| | - Richard Priesmeyer
- Jurica Professor of Management, Department of Management and Marketing, St Mary’s University, San Antonio, Texas
| | - Gregg Siegel
- Biomedical Development Corporation, San Antonio, Texas
| | | | - Sharon Nuss
- Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky
| | - Charles L Bowden
- Deceased, previously Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Rif S. El-Mallakh
- Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky
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Tani N, Fujihara H, Ishii K, Kamakura Y, Tsunemi M, Yamaguchi C, Eguchi H, Imamura K, Kanamori S, Kojimahara N, Ebara T. What digital health technology types are used in mental health prevention and intervention? Review of systematic reviews for systematization of technologies. J Occup Health 2024; 66:uiad003. [PMID: 38258936 PMCID: PMC11020255 DOI: 10.1093/joccuh/uiad003] [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: 07/20/2023] [Revised: 09/21/2023] [Accepted: 10/10/2023] [Indexed: 01/24/2024] Open
Abstract
Digital health technology has been widely applied to mental health interventions worldwide. Using digital phenotyping to identify an individual's mental health status has become particularly important. However, many technologies other than digital phenotyping are expected to become more prevalent in the future. The systematization of these technologies is necessary to accurately identify trends in mental health interventions. However, no consensus on the technical classification of digital health technologies for mental health interventions has emerged. Thus, we conducted a review of systematic review articles on the application of digital health technologies in mental health while attempting to systematize the technology using the Delphi method. To identify technologies used in digital phenotyping and other digital technologies, we included 4 systematic review articles that met the inclusion criteria, and an additional 8 review articles, using a snowballing approach, were incorporated into the comprehensive review. Based on the review results, experts from various disciplines participated in the Delphi process and agreed on the following 11 technical categories for mental health interventions: heart rate estimation, exercise or physical activity, sleep estimation, contactless heart rate/pulse wave estimation, voice and emotion analysis, self-care/cognitive behavioral therapy/mindfulness, dietary management, psychological safety, communication robots, avatar/metaverse devices, and brain wave devices. The categories we defined intentionally included technologies that are expected to become widely used in the future. Therefore, we believe these 11 categories are socially implementable and useful for mental health interventions.
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Affiliation(s)
- Naomichi Tani
- Department of Ergonomics, Institute of Industrial Ecological Sciences, University of Occupational and Environmental Health, Kitakyushu 807-8555, Japan
| | - Hiroaki Fujihara
- Department of Ergonomics, Institute of Industrial Ecological Sciences, University of Occupational and Environmental Health, Kitakyushu 807-8555, Japan
| | - Kenji Ishii
- The Ohara Memorial Institute for Science of Labour, Tokyo 151-0051, Japan
| | - Yoshiyuki Kamakura
- Department of Information Systems, Faculty of Information Science and Technology, Osaka Institute of Technology, Osaka 573-0196, Japan
| | - Mafu Tsunemi
- Department of Occupational and Environmental Health, Nagoya City University Graduate School of Medical Sciences/Medical School, Nagoya 467-8601, Japan
| | - Chikae Yamaguchi
- Department of Nursing, Faculty of Nursing, Kinjo Gakuin University, Aichi 463-8521, Japan
| | - Hisashi Eguchi
- Department of Mental Health, Institute of Industrial Ecological Sciences, University of Occupational and Environmental Health,Kitakyushu 807-8555, Japan
| | - Kotaro Imamura
- Department of Digital Mental Health, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Satoru Kanamori
- Graduate School of Public Health, Teikyo University, Tokyo 173-8605, Japan
| | - Noriko Kojimahara
- Section of Epidemiology, Shizuoka Graduate University of Public Health, Shizuoka 420-0881, Japan
| | - Takeshi Ebara
- Department of Ergonomics, Institute of Industrial Ecological Sciences, University of Occupational and Environmental Health, Kitakyushu 807-8555, Japan
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Liu T, Zhan Y, Chen S, Zhang W, Jia J. Cost-effectiveness analysis of digital therapeutics for home-based cardiac rehabilitation for patients with chronic heart failure: model development and data analysis. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2023; 21:82. [PMID: 37932748 PMCID: PMC10626728 DOI: 10.1186/s12962-023-00489-x] [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: 07/25/2023] [Accepted: 10/20/2023] [Indexed: 11/08/2023] Open
Abstract
BACKGROUND In recent years, numerous guidelines and expert consensus have recommended the inclusion of digital technologies and products in cardiac rehabilitation. Digital therapeutics (DTx) is an evidence-based medicine that uses digital means for data collection and monitoring of indicators to control and optimize the treatment, management, and prevention of disease. OBJECTIVE This study collected and reviewed real-world data and built a model using health economics assessment methods to analyze the potential cost-effectiveness of DTx applied to home-based cardiac rehabilitation for patients with chronic heart failure. From the perspective of medical and health decision-makers, the economic value of DTx is evaluated prospectively to provide the basis and reference for the application decision and promotion of DTx. METHODS Markov models were constructed to simulate the outcomes of DTx for home-based cardiac rehabilitation (DT group) compared to conventional home-based cardiac rehabilitation (CH group) in patients with chronic heart failure. The model input parameters were clinical indicators and cost data. Outcome indicators were quality-adjusted life years (QALYs) and incremental cost-effectiveness ratios (ICERs). The robustness of the evaluation methods and results was tested using sensitivity analyses. Clinical indicators, cost data, and health utility values were obtained from real-world data, including clinical study data, published literature, and public website information. RESULTS The Markov model simulated a time span of 10 years, with a cycle set at one month, for 120 cycles. The results showed that the per capita cost of the CH group was 38,442.11 CNY/year, with a QALY of 0.7196 per person per year. The per capita cost of the DT group was 42,300.26 CNY/year, with a QALY of 0.81687 per person per year. The ICER per person was 39,663.5 CNY/QALY each year, which was below the willingness-to-pay threshold of 85,698 CNY (China's GDP per capita in 2022). CONCLUSIONS DTx for home-based cardiac rehabilitation is an extremely cost-effective rehabilitation option compared with conventional home-based cardiac rehabilitation. DTx for home-based cardiac rehabilitation is potentially valuable from the perspective of healthcare decision-makers.
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Affiliation(s)
- Tianyi Liu
- School of Business, Nanjing University, Nanjing, 210093, China
| | - Yiyang Zhan
- Departments of Geriatric Practice, The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Silei Chen
- Medical School, Nanjing University, Nanjing, China
| | - Wenhong Zhang
- School of Business, Nanjing University, Nanjing, 210093, China.
- National Institute of Healthcare Data Science, Nanjing University, Nanjing, China.
| | - Jian Jia
- School of Business, Nanjing University, Nanjing, 210093, China.
- Departments of General Practice, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
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Yang E. Implications of immersive technologies in healthcare sector and its built environment. FRONTIERS IN MEDICAL TECHNOLOGY 2023; 5:1184925. [PMID: 37799269 PMCID: PMC10548380 DOI: 10.3389/fmedt.2023.1184925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 09/04/2023] [Indexed: 10/07/2023] Open
Abstract
Objectives This research focuses on how built environment experts can contribute to the MXR-enabled digital innovation as part of the multidisciplinary team effort to ensure post-pandemic resilience in healthcare built environment. The goal of this research is to help healthcare providers, built environment experts, and policy makers respectively: (1) Advocate the benefits of MXR for innovating health and social care; (2) Spark debate across networks of expertise to create health-promoting environment; and (3) Understand the overriding priorities in making effective pathways to the implementation of MXR. Methods To highlight the novelty of this research, the study relies on two qualitative methodologies: exploratory literature review and semi-structured interviews. Based on the evaluation of prior works and cross-national case studies, hypotheses are formulated from three arenas: (1) Cross-sectional Initiatives for Post-pandemic Resilience; (2) Interoperability and Usability of Next-gen Medicines; and (3) Metaverse and New Forms of Value in Future Healthcare Ecosystems. To verify those hypotheses, empirical findings are derived from in-depth interviews with nine key informants. Results The main findings are summarized under the following three themes: (1) Synergism between Architecture and Technology; (2) Patient Empowerment and Staff Support; and (3) Scalable Health and Wellbeing in Non-hospital and Therapeutic Settings. Firstly, both built environment and healthcare sectors can benefit from the various capabilities of MXR through cross-sectional initiatives, evidence-based practices, and participatory approaches. Secondly, a confluence of knowledge and methods of HCI and HBI can increase the interoperability and usability of MXR for the patient-centered and value-based healthcare models. Thirdly, the MXR-enabled technological regime will largely affect the new forms of value in healthcare premises by fostering more decentralized, preventive, and therapeutic characteristics in the future healthcare ecosystems. Conclusion Whether it's virtual or physical, our healthcare systems have placed great emphasis on the rigor of evidence-based approach linking health outcome to a clinical environment. Henceforth, built environment experts should seek closer ties with the MXR ecosystems for the co-production of scalable health and wellbeing in non-hospital and therapeutic settings. Ultimately, this is to improve resource efficiency in the healthcare sector while considering the transition of health resources towards in silico status by increasing the implementation of MXR.
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Affiliation(s)
- Eunsil Yang
- Healthcare Facilities, Bartlett School of Sustainable Construction, University College London, London, United Kingdom
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Ribba B, Peck R, Hutchinson L, Bousnina I, Motti D. Digital Therapeutics as a New Therapeutic Modality: A Review from the Perspective of Clinical Pharmacology. Clin Pharmacol Ther 2023; 114:578-590. [PMID: 37392464 DOI: 10.1002/cpt.2989] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 06/24/2023] [Indexed: 07/03/2023]
Abstract
The promise of transforming digital technologies into treatments is what drives the development of digital therapeutics (DTx), generally known as software applications embedded within accessible technologies-such as smartphones-to treat, manage, or prevent a pathological condition. Whereas DTx solutions that successfully demonstrate effectiveness and safety could drastically improve the life of patients in multiple therapeutic areas, there is a general consensus that generating therapeutic evidence for DTx presents challenges and open questions. We believe there are three main areas where the application of clinical pharmacology principles from the drug development field could benefit DTx development: the characterization of the mechanism of action, the optimization of the intervention, and, finally, its dosing. We reviewed DTx studies to explore how the field is approaching these topics and to better characterize the challenges associated with them. This leads us to emphasize the role that the application of clinical pharmacology principles could play in the development of DTx and to advocate for a development approach that merges such principles from development of traditional therapeutics with important considerations from the highly attractive and fast-paced world of digital solutions.
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Affiliation(s)
- Benjamin Ribba
- Roche Pharma Research and Early Development (pRED), Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Richard Peck
- Roche Pharma Research and Early Development (pRED), Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland
- Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, UK
| | - Lucy Hutchinson
- Roche Information Solutions, F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Imein Bousnina
- Genentech, A Member of the Roche Group, Washington, DC, USA
| | - Dario Motti
- Roche Information Solutions, F. Hoffmann-La Roche Ltd., Basel, Switzerland
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Sithole BR, Pappas Y, Randhawa G. eHealth in obesity care. Clin Med (Lond) 2023; 23:347-352. [PMID: 38614648 PMCID: PMC10541052 DOI: 10.7861/clinmed.2023-0145] [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: 08/02/2023]
Abstract
Obesity in adults is a growing health concern. Although effective, current treatment options have not been able to overcome the various factors that contribute toward rising obesity rates. eHealth might hold the capacity to improve the effectiveness, delivery and flexibility of some of these treatments. Here, we show that eHealth lifestyle change interventions delivered through smartphones (mHealth) can facilitate significant weight loss, making mHealth an attractive adjunct to clinical obesity care. However, evidence is currently limited to short-term effects, and is also lacking with regards to effectiveness based on socioeconomic status and ethnic group. This raises concerns around the potential and inadvertent widening of obesity prevalence disparities between groups as mHealth lifestyle change interventions are increasingly used in obesity care. Thus, we also describe opportunities to address these concerns and gaps in evidence.
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Affiliation(s)
| | - Yannis Pappas
- Institute for Health Research, University of Bedfordshire, Luton, UK
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Zhou R, Gu Y, Zhang B, Kong T, Zhang W, Li J, Shi J. Digital Therapeutics: Emerging New Therapy for Nonalcoholic Fatty Liver Disease. Clin Transl Gastroenterol 2023; 14:e00575. [PMID: 36854062 PMCID: PMC10132718 DOI: 10.14309/ctg.0000000000000575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 02/09/2023] [Indexed: 03/02/2023] Open
Abstract
The increased prevalence of nonalcoholic fatty liver disease (NAFLD) worldwide is particularly worrisome, as no medication has been approved to treat the disease. Lifestyle modifications aimed at promoting weight loss and weight maintenance remain the current first-line treatment for NAFLD. However, due to the lack of standard and scientific guidance and out-of-hospital supervision, long-term outcomes of lifestyle interventions for patients with NAFLD are often unsatisfactory. In addition, the COVID-19 pandemic aggravated this dilemma. At the same time, digital therapeutics (DTx) are expected to be a new method for the convenient management and treatment of patients with NAFLD and are attracting a great deal of attention. DTx, which provide evidence-based medicine through software programs for remote intervention in preventing, treating, or managing diseases, overcome the drawbacks of traditional treatment. The efficacy of the approach has already been demonstrated for some chronic diseases, but DTx have not been fully developed for NAFLD. This study reviews the concepts, clinical value, and practical applications related to DTx, with an emphasis on recommendations based on unmet needs for NAFLD. A better understanding of the current state will help clinicians and researchers develop high-quality, standardized, and efficient DTx products, with the aim of optimizing the prognosis of patients with NAFLD.
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Affiliation(s)
- Run Zhou
- College of Nursing, Hangzhou Normal University, Zhejiang, China;
| | - Yunpeng Gu
- School of Public Health, Hangzhou Normal University, Zhejiang, China;
| | - Binbin Zhang
- Department of Translational Medicine Platform, The Affiliated Hospital of Hangzhou Normal University, Zhejiang, China;
- Zhejiang University of Traditional Chinese Medicine, Zhejiang, China;
| | - Tingting Kong
- College of Nursing, Hangzhou Normal University, Zhejiang, China;
| | - Wei Zhang
- School of Public Health, Hangzhou Normal University, Zhejiang, China;
| | - Jie Li
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Jiangsu, China;
- Institute of Viruses and Infectious Diseases, Nanjing University, Jiangsu, China;
| | - Junping Shi
- College of Clinical Medicine, Hangzhou Normal University, Zhejiang, China;
- The Department of Hepatology, the Affiliated Hospital & Institute of Hepatology and Metabolic Disease, Hangzhou Normal University, Zhejiang, China
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Wang C, Lee C, Shin H. Digital therapeutics from bench to bedside. NPJ Digit Med 2023; 6:38. [PMID: 36899073 PMCID: PMC10006069 DOI: 10.1038/s41746-023-00777-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 02/14/2023] [Indexed: 03/12/2023] Open
Abstract
As a new therapeutic technique based on digital technology, the commercialization and clinical application of digital therapeutics (DTx) are increasing, and the demand for expansion to new clinical fields is remarkably high. However, the use of DTx as a general medical component is still ambiguous, and this ambiguity may be owing to a lack of consensus on a definition, in addition to insufficiencies in research and development, clinical trials, standardization of regulatory frameworks, and technological maturity. In this study, we conduct an in-depth investigation and analysis of definitions, clinical trials, commercial products, and the regulatory status related to DTx using published literature, ClinicalTrials.gov, and web pages of regulatory and private organizations in several countries. Subsequently, we suggest the necessity and considerations for international agreements on the definition and characteristics of DTx, focusing on the commercialization characteristics. In addition, we discuss the status and considerations of clinical research, key technology factors, and the direction of regulatory developments. In conclusion, for the successful settlement of DTx, real-world evidence-based validation should be strengthened by establishing a cooperative system between researchers, manufacturers, and governments, and there should be effective technologies and regulatory systems for overcoming engagement barriers of DTx.
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Affiliation(s)
- Changwon Wang
- Biomedical Engineering Research Center, Asan Medical Center, Seoul, 05505, Republic of Korea
| | - Chungkeun Lee
- Digital Health Devices Division, Medical Device Evaluation Department, National Institute of Food and Drug Evaluation, Ministry of Food and Drug Safety, Osong, 28159, Republic of Korea
| | - Hangsik Shin
- Department of Digital Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea.
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12
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Liu T, Tang Z, Cai C, Wu N, Jia J, Yang G, Zhang W. Cost-effectiveness analysis of digital therapeutics for home-based cardiac rehabilitation for patients with atrial fibrillation after catheter ablation. Digit Health 2023; 9:20552076231211548. [PMID: 38025109 PMCID: PMC10631335 DOI: 10.1177/20552076231211548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 10/17/2023] [Indexed: 12/01/2023] Open
Abstract
Background In recent years, numerous guidelines and expert consensuses have recommended that digital technologies and products, such as digital therapeutics (DTx), be incorporated into cardiac rehabilitation (CR). Objective The study aims to compare the cost-effectiveness of DTx for home-based CR (HBCR) with that of the conventional HBCR for patients with atrial fibrillation (AF) after catheter ablation in a real-world clinical setting. Methods Based on a single-center, prospective, blinded, randomized, parallel controlled trial of DTx-based HBCR for AF patients after catheter ablation, 100 AF patients undergoing catheter ablation were selected and randomized at a 1:1 ratio into a UC group (conventional HBCR) and DT group (DTx-based HBCR). The intervention lasted for 12 weeks. Medical cost data and clinical efficacy data (VO2max) were acquired from trial data. Effect data (QALYs, anxiety and depression status, health beliefs related to cardiovascular disease, and exercise self-efficacy) were obtained from a patient questionnaire. The cost-effectiveness analysis was conducted to assess the economic benefits of DTx-based HBCR versus conventional HBCR, and the robustness of the results was verified by sensitivity analysis. Results In the DT group (n = 49), the mean QALYs increased 0.119 ± 0.09, VO2max increased 9.3 ± 8.0 mL/(min*kg), anxiety, depression, health belief, and exercise self-efficacy had improved, and the total medical cost was 75,080.55 ± 19,746.62 CNY. In the UC group (n = 48), the mean QALYs increased 0.077 ± 0.06, VO2max increased 4.9 ± 6.6 mL/(min*kg), anxiety, depression, health belief, and exercise self-efficacy had improved, and the total medical cost was 73,972.66 ± 16,582.04 CNY. The difference in the medical cost was 1107.89 CNY, and the incremental cost-effectiveness ratio was 33,572.42 CNY/QALY, which was lower than the willingness-to-pay threshold of 85,698 CNY (China's per capita GDP in 2022). Conclusion DTx-based HBCR is more effective and cost-effective than conventional HBCR.
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Affiliation(s)
- Tianyi Liu
- School of Business, Nanjing University, Nanjing, China
| | - Zhijie Tang
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Cheng Cai
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Nan Wu
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jian Jia
- School of Business, Nanjing University, Nanjing, China
- Departments of General Practice, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Gang Yang
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Wenhong Zhang
- School of Business, Nanjing University, Nanjing, China
- National Institute of Healthcare Data Science, Nanjing University, Nanjing, China
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13
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Choi JY, Jeon S, Kim H, Ha J, Jeon GS, Lee J, Cho SI. Health-Related Indicators Measured Using Earable Devices: Systematic Review. JMIR Mhealth Uhealth 2022; 10:e36696. [PMID: 36239201 PMCID: PMC9709679 DOI: 10.2196/36696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 09/23/2022] [Accepted: 10/13/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Earable devices are novel, wearable Internet of Things devices that are user-friendly and have potential applications in mobile health care. The position of the ear is advantageous for assessing vital status and detecting diseases through reliable and comfortable sensing devices. OBJECTIVE Our study aimed to review the utility of health-related indicators derived from earable devices and propose an improved definition of disease prevention. We also proposed future directions for research on the health care applications of earable devices. METHODS A systematic review was conducted of the PubMed, Embase, and Web of Science databases. Keywords were used to identify studies on earable devices published between 2015 and 2020. The earable devices were described in terms of target health outcomes, biomarkers, sensor types and positions, and their utility for disease prevention. RESULTS A total of 51 articles met the inclusion criteria and were reviewed, and the frequency of 5 health-related characteristics of earable devices was described. The most frequent target health outcomes were diet-related outcomes (9/51, 18%), brain status (7/51, 14%), and cardiovascular disease (CVD) and central nervous system disease (5/51, 10% each). The most frequent biomarkers were electroencephalography (11/51, 22%), body movements (6/51, 12%), and body temperature (5/51, 10%). As for sensor types and sensor positions, electrical sensors (19/51, 37%) and the ear canal (26/51, 51%) were the most common, respectively. Moreover, the most frequent prevention stages were secondary prevention (35/51, 69%), primary prevention (12/51, 24%), and tertiary prevention (4/51, 8%). Combinations of ≥2 target health outcomes were the most frequent in secondary prevention (8/35, 23%) followed by brain status and CVD (5/35, 14% each) and by central nervous system disease and head injury (4/35, 11% each). CONCLUSIONS Earable devices can provide biomarkers for various health outcomes. Brain status, healthy diet status, and CVDs were the most frequently targeted outcomes among the studies. Earable devices were mostly used for secondary prevention via monitoring of health or disease status. The potential utility of earable devices for primary and tertiary prevention needs to be investigated further. Earable devices connected to smartphones or tablets through cloud servers will guarantee user access to personal health information and facilitate comfortable wearing.
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Affiliation(s)
- Jin-Young Choi
- Department of Public Health Science, Graduate School of Public Health, Seoul National University, Seoul, Republic of Korea
| | - Seonghee Jeon
- Department of Public Health Science, Graduate School of Public Health, Seoul National University, Seoul, Republic of Korea
| | - Hana Kim
- Department of Public Health Science, Graduate School of Public Health, Seoul National University, Seoul, Republic of Korea
| | - Jaeyoung Ha
- Department of Public Health Science, Graduate School of Public Health, Seoul National University, Seoul, Republic of Korea
| | - Gyeong-Suk Jeon
- Department of Nursing, College of Natural Science, Mokpo National University, Mokpo, Republic of Korea
| | - Jeong Lee
- Department of Nursing, College of Health and Medical Science, Chodang University, Muan, Republic of Korea
| | - Sung-Il Cho
- Department of Public Health Science, Graduate School of Public Health, Seoul National University, Seoul, Republic of Korea
- Institute of Health and Environment, Seoul National University, Seoul, Republic of Korea
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14
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Gudmundsdóttir SL, Ballarini T, Ámundadóttir ML, Mészáros J, Eysteinsdóttir JH, Thorleifsdóttir RH, Hrafnkelsdóttir SK, Bragadóttir HB, Oddsson S, Silverberg JI. Clinical Efficacy of a Digital Intervention for Patients with Atopic Dermatitis: a Prospective Single-Center Study. Dermatol Ther (Heidelb) 2022; 12:2601-2611. [PMID: 36239906 PMCID: PMC9588147 DOI: 10.1007/s13555-022-00821-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Accepted: 09/21/2022] [Indexed: 12/02/2022] Open
Abstract
Introduction Improving disease awareness and treatment adherence is key for the long-term management of atopic dermatitis (AD). Digital interventions can support patients in disease self-management and adopting a healthier lifestyle through behavioral modifications. We aimed to test the clinical efficacy of a digital program in patients with AD. Methods Adults with mild-to-severe AD were recruited for a 6-week feasibility study. The intervention was delivered through a mobile app and consisted of symptom and trigger education, treatment reminders, lifestyle coaching, and healthy lifestyle support. Here we report the secondary outcomes of intervention efficacy on clinical symptoms, as assessed by Scoring Atopic Dermatitis (SCORAD) and Patient-Oriented Eczema Measure (POEM), on health-related quality of life (HR QoL) as assessed by Dermatology Life Quality Index (DLQI), and changes in behaviors related to disease management as assessed by a six-item questionnaire. Results Twenty of 21 patients (95.2%) completed the program (81% female, mean age 31.4 years, mean time from diagnosis 26.8 years). Clinical symptoms and patient-reported global severity improved by 44% and 46%, respectively, while HR QoL improved by 41% (p < 0.001 for all measures). Adherence to treatments and preventive measures improved from pre- to post-intervention, including skincare, avoidance of triggers, and disease-related knowledge. A significant interaction was observed between increased treatment adherence and clinical improvement, such that larger clinical improvements were observed in patients with higher treatment adherence. Conclusion Patients with AD are open to and can benefit from a digitally delivered targeted intervention, as demonstrated by significant improvements in treatment adherence and related clinical outcomes. Supplementary Information The online version contains supplementary material available at 10.1007/s13555-022-00821-y.
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Affiliation(s)
- Sigrídur Lára Gudmundsdóttir
- Sidekick Health, Kópavogur, Iceland.,Department of Health Promotion, Sport and Leisure Studies, University of Iceland, Reykjavik, Iceland
| | | | | | | | - Jenna H Eysteinsdóttir
- Hudlaeknastodin Dermatology Clinic, Kópavogur, Iceland.,Department of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Ragna H Thorleifsdóttir
- Hudlaeknastodin Dermatology Clinic, Kópavogur, Iceland.,Department of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | | | | | | | - Jonathan I Silverberg
- School of Medicine and Health Sciences, George Washington University, Washington, DC, USA
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15
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Huh KY, Oh J, Lee S, Yu KS. Clinical Evaluation of Digital Therapeutics: Present and Future. Healthc Inform Res 2022; 28:188-197. [PMID: 35982593 PMCID: PMC9388922 DOI: 10.4258/hir.2022.28.3.188] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 07/14/2022] [Indexed: 12/02/2022] Open
Abstract
Objectives Digital therapeutics (DTx) are software-based therapeutic interventions based on clinical evidence. Randomized clinical trials (RCTs) are often the source of clinical evidence, similar to conventional drugs or medical devices. However, novel approaches such as the use of real-world data or digital biomarkers are also utilized. This article aimed to review how DTx products have been clinically evaluated. Methods DTx products approved by the US Food and Drug Administration as of 2020 were reviewed and products with sufficient published information were selected. Pivotal clinical trials were analyzed according to the elements of the Consolidated Standards of Reporting Trials (CONSORT) guideline. Case reviews were presented for other clinical evaluation strategies, considering the small number of publications. Results Most approved DTx products used RCTs for clinical evaluations. Similar to conventional RCTs, parallel-group designs with statistical hypothesis testing were adopted. However, DTx trials were often not blinded due to practical issues and involved various comparator groups. In addition, DTx products could be readily evaluated in home-based settings and delivered through the internet. Other evaluation approaches included retrospective analyses using insurance claims data or usage data, which enabled long-term evaluations of effectiveness. Digital biomarkers obtained from real-time and continuous log data were also used to improve the objectiveness of endpoints. Conclusions RCTs accounted for the majority of DTx evaluations. The designs of DTx trials were comparable to those of drug or device trials, but blinding and comparator elements were often different. Furthermore, the use of real-world data and digital biomarkers are also being tried.
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Affiliation(s)
- Ki Young Huh
- Department of Clinical Pharmacology and Therapeutics, Seoul National University College of Medicine and Hospital, Seoul, Korea
| | - Jaeseong Oh
- Department of Clinical Pharmacology and Therapeutics, Seoul National University College of Medicine and Hospital, Seoul, Korea
| | - SeungHwan Lee
- Department of Clinical Pharmacology and Therapeutics, Seoul National University College of Medicine and Hospital, Seoul, Korea
| | - Kyung-Sang Yu
- Department of Clinical Pharmacology and Therapeutics, Seoul National University College of Medicine and Hospital, Seoul, Korea
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16
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Chu H, Kang B, Youn BY, Kim KI, Park J, Leem J. Comprehensive traditional East Asian medicine treatment strategy for obesity considering the therapeutic effects and adverse events: A protocol for systematic review and network meta-analysis. Medicine (Baltimore) 2022; 101:e28673. [PMID: 35147089 PMCID: PMC8830816 DOI: 10.1097/md.0000000000028673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 01/07/2022] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Obesity has become a serious global health problem due to its increasing prevalence. Because of several limitations or adverse events associated with conventional western medicine therapies, there has been an increase in demand for alternative therapies such as traditional East Asian medicine (TEAM). This study aims to provide comprehensive evidence-based information assessing the clinical efficacy and safety of TEAM treatment for obesity as the basis for reliable clinical strategies for patients with obesity. METHODS Electronic searches of the PubMed, Cochrane Library, EMBASE, China National Knowledge Infrastructure, OASIS, and Korea Citation Index will be performed. Methodological quality will be assessed using the "risk of bias" tool. The primary outcome for efficacy will be weight loss. The secondary outcomes will be response rate, body mass index, waist circumference, and blood pressure. We will also evaluate the rates of adverse events and mortality for safety assessment. First, we will conduct a conventional pairwise meta-analysis. Next, we will conduct network meta-analysis using the frequentist approach. We shall verify the assumption of network meta-analysis and provide network geometry, P-score, net league table, and intervention-based forest plot. A subgroup analysis will be conducted to ascertain the factors that affect treatment, such as dosage, treatment duration, and severity of obesity. RESULTS The results of this study will provide high-quality systematic reviews that can assist decision making in obesity management. Our network meta-analysis results can provide direct and indirect comparison evidence on comparative efficacy and safety. CONCLUSION This study will provide fundamental data for prospective research on the application of TEAM in patients with obesity. PROTOCOL REGISTRY NUMBER OF ONLINE REGISTRY This study protocol was registered in open Science framework (OSF) (Registration DOI: 10.17605/OSF.IO/ETWDS). URL OF THE ONLINE REGISTRY https://osf.io/etwds.
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Affiliation(s)
- Hongmin Chu
- Daecheong Public Health Subcenter, 3, Daecheong-ro, Daecheong-myeon, Ongjin-gun, Incheon, Republic of Korea
| | - Byungsoo Kang
- College of Korean Medicine, Dongshin University, 67, Dongsindae-gil, Naju-si, Jeollanamdo, Republic of Korea
| | - Bo-Young Youn
- Department of Preventive Medicine, College of Korean Medicine, Kyung Hee University, 26, Kyungheedae-ro, Seoul, Republic of Korea
| | - Kwan-il Kim
- Division of Allergy, Immune Division of Allergy, Immune and Respiratory System, Department of Internal Medicine, College of Korean Medicine, Kyung Hee University, 23 Kyungheedae-ro, Dongdaemun-gu, Seoul, Republic of Korea
| | - Jinbong Park
- Department of Pharmacology, College of Korean Medicine, Kyung Hee University, 26 Kyungheedae-ro, Dongdaemun-gu, Seoul, Republic of Korea
| | - Jungtae Leem
- Research Center of Traditional Korean Medicine, Wonkwang University, 460, Iksan-daero, Sin-dong, Iksan, Jeollabuk-do, Republic of Korea
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