1
|
Höppchen I, Wurhofer D, Meschtscherjakov A, Smeddinck JD, Kulnik ST. Targeting behavioral factors with digital health and shared decision-making to promote cardiac rehabilitation-a narrative review. Front Digit Health 2024; 6:1324544. [PMID: 38463944 PMCID: PMC10920294 DOI: 10.3389/fdgth.2024.1324544] [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: 10/19/2023] [Accepted: 02/13/2024] [Indexed: 03/12/2024] Open
Abstract
Cardiac rehabilitation (CR) represents an important steppingstone for many cardiac patients into a more heart-healthy lifestyle to prevent premature death and improve quality of life years. However, CR is underutilized worldwide. In order to support the development of targeted digital health interventions, this narrative review (I) provides understandings of factors influencing CR utilization from a behavioral perspective, (II) discusses the potential of digital health technologies (DHTs) to address barriers and reinforce facilitators to CR, and (III) outlines how DHTs could incorporate shared decision-making to support CR utilization. A narrative search of reviews in Web of Science and PubMed was conducted to summarize evidence on factors influencing CR utilization. The factors were grouped according to the Behaviour Change Wheel. Patients' Capability for participating in CR is influenced by their disease knowledge, awareness of the benefits of CR, information received, and interactions with healthcare professionals (HCP). The Opportunity to attend CR is impacted by healthcare system factors such as referral processes and HCPs' awareness, as well as personal resources including logistical challenges and comorbidities. Patients' Motivation to engage in CR is affected by emotions, factors such as gender, age, self-perception of fitness and control over the cardiac condition, as well as peer comparisons. Based on behavioral factors, this review identified intervention functions that could support an increase of CR uptake: Future DHTs aiming to support CR utilization may benefit from incorporating information for patients and HCP education, enabling disease management and collaboration along the patient pathway, and enhancing social support from relatives and peers. To conclude, considerations are made how future innovations could incorporate such functions.
Collapse
Affiliation(s)
- Isabel Höppchen
- Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria
- Department of Artificial Intelligence and Human Interfaces, Human Computer Interaction Division, Paris Lodron University of Salzburg, Salzburg, Austria
| | - Daniela Wurhofer
- Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria
| | - Alexander Meschtscherjakov
- Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria
- Department of Artificial Intelligence and Human Interfaces, Human Computer Interaction Division, Paris Lodron University of Salzburg, Salzburg, Austria
| | - Jan David Smeddinck
- Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria
| | - Stefan Tino Kulnik
- Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria
| |
Collapse
|
2
|
Nakayama A, Ishii N, Mantani M, Samukawa K, Tsuneta R, Marukawa M, Ohno K, Yoshida A, Hasegawa E, Sakamoto J, Hori K, Takahashi S, Komuro K, Hiruma T, Abe R, Norimatsu T, Shimbo M, Tajima M, Nagasaki M, Kawahara T, Nanasato M, Ikemage T, Isobe M. Remote Cardiac Rehabilitation With Wearable Devices. Korean Circ J 2023; 53:727-743. [PMID: 37973385 PMCID: PMC10654413 DOI: 10.4070/kcj.2023.0242] [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: 08/26/2023] [Accepted: 09/24/2023] [Indexed: 11/19/2023] Open
Abstract
Although cardiac rehabilitation (CR) has been shown to improve exercise tolerance and prognosis in patients with cardiovascular diseases, there remains low participation in outpatient CR. This may be attributed to the patients' busy schedules and difficulty in visiting the hospital due to distance, cost, avoidance of exercise, and severity of coronary disease. To overcome these challenges, many countries are exploring the possibility of remote CR. Specifically, there is increasing attention on the development of remote CR devices, which allow transmission of vital information to the hospital via a remote CR application linked to a wearable device for telemonitoring by dedicated hospital staff. In addition, remote CR programs can support return to work after hospitalization. Previous studies have demonstrated the effects of remote CR on exercise tolerance. However, the preventive effects of remote CR on cardiac events and mortality remain controversial. Thus, safe and effective remote CR requires exercise risk stratification for each patient, telenursing by skilled staff, and multidisciplinary interventions. Therefore, quality assurance of telenursing and multi-disciplinary interventions will be essential for remote CR. Remote CR may become an important part of cardiac management in the future. However, issues such as cost-effectiveness and insurance coverage still persist.
Collapse
Affiliation(s)
- Atsuko Nakayama
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
| | - Noriko Ishii
- Department of Nursing, Sakakibara Heart Institute, Tokyo, Japan
| | - Mami Mantani
- Department of Nursing, Sakakibara Heart Institute, Tokyo, Japan
| | - Kazumi Samukawa
- Department of Nursing, Sakakibara Heart Institute, Tokyo, Japan
| | - Rieko Tsuneta
- Department of Nursing, Sakakibara Heart Institute, Tokyo, Japan
| | - Megumi Marukawa
- Department of Nutrition, Sakakibara Heart Institute, Tokyo, Japan
| | - Kayoko Ohno
- Department of Nutrition, Sakakibara Heart Institute, Tokyo, Japan
| | - Azusa Yoshida
- Department of Psychology, Sakakibara Heart Institute, Tokyo, Japan
| | - Emiko Hasegawa
- Department of Psychology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Psychology and Social Welfare, Seigakuin University, Saitama, Japan
| | - Junko Sakamoto
- Department of Rehabilitation, Sakakibara Heart Institute, Tokyo, Japan
| | - Kentaro Hori
- Department of Rehabilitation, Sakakibara Heart Institute, Tokyo, Japan
| | - Shinya Takahashi
- Department of Cardiology, National Hospital Organization Takasaki General Medical Center, Gunma, Japan
| | - Kaoruko Komuro
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Cardiology, Keio University of Medicine, Tokyo, Japan
| | - Takashi Hiruma
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Ryo Abe
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Togo Norimatsu
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Cardiovascular Surgery, Seirei Yokohama Hospital, Kanagawa, Japan
| | - Mai Shimbo
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Computational Diagnostic Radiology and Preventive Medicine, The University of Tokyo, Tokyo, Japan
| | - Miyu Tajima
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Mika Nagasaki
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Nagasaki Clinic, Tokyo, Japan
| | - Takuya Kawahara
- Clinical Research Promotion Center, The University of Tokyo Hospital, Tokyo, Japan
| | - Mamoru Nanasato
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
| | - Toshimi Ikemage
- Department of Nursing, Sakakibara Heart Institute, Tokyo, Japan
| | | |
Collapse
|
3
|
Miralles-Resurreccion KV, Grace SL, Cuenza LR. Trends in cardiac rehabilitation enrollment post-coronary artery bypass grafting upon implementation of automatic referral in Southeast Asia: A retrospective cohort study. J Cardiovasc Thorac Res 2022; 14:84-89. [PMID: 35935385 PMCID: PMC9339729 DOI: 10.34172/jcvtr.2022.22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 06/01/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction: Cardiac rehabilitation (CR) is an effective but underutilized intervention. Strategies have been identified to increase its use, but there is paucity of data testing them in low-resource settings. We sought to determine the effect of automatic referral post-coronary artery bypass graft (CABG) surgery on CR enrollment.
Methods: This is a retrospective cohort study assessing cardiac patients referred to CR at a tertiary center in Southeast Asia from 2013 to 2019. The paper-based pathway was introduced at the end of 2012. The checklist with automatic CR referral on the third day post-operation prompted a nurse to educate the patient about CR, initiate phase 1 and encourage enrollment in phase 2. Patients who were not eligible for the pathway for administrative or clinical reasons were referred at the discretion of the attending physician (i.e., usual care). Enrollment was defined as attendance at≥1 CR visit. Results: Of 4792 patients referred during the study period, 394 enrolled in CR. Significantly more patients referred automatically enrolled compared to usual care (225 [11.8%] vs. 169 [5.8%]; OR=2.2, 95% CI=1.8-2.7), with increases up to 23.4% enrollment in 2014 (vs. average enrollment rate of 5.9% under usual referral). Patients who enrolled following automatic referral were significantly younger and more often employed (both P<0.001); no other differences were observed. Conclusion: In a lower-resource, Southeast Asian setting, automatic CR referral is associated with over two times greater enrollment in phase 2 CR, although efforts to maintain this effect are required.
Collapse
Affiliation(s)
| | - Sherry L. Grace
- York University, Toronto, Ontario, Canada
- KITE-Toronto Rehabilitation Institute & Peter Munk Cardiac Centre, University Health Network, University of Toronto, Ontario, Canada
| | - Lucky R. Cuenza
- Section of Cardiac Rehabilitation, Philippine Heart Center, Quezon City, Philippines
| |
Collapse
|
4
|
Ades PA, Khadanga S, Savage PD, Gaalema DE. Enhancing participation in cardiac rehabilitation: Focus on underserved populations. Prog Cardiovasc Dis 2022; 70:102-110. [PMID: 35108567 PMCID: PMC9119375 DOI: 10.1016/j.pcad.2022.01.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 01/23/2022] [Indexed: 02/07/2023]
Abstract
Participation in cardiac rehabilitation (CR) significantly decreases morbidity and mortality and improves quality of life following a wide variety of cardiac diagnoses and interventions. However, participation rates and adherence with CR are still suboptimal and certain populations, such as women, minorities, and those of lower socio-economic status, are particularly unlikely to engage in and complete CR. In this paper we review the current status of CR participation rates and interventions that have been used successfully to improve CR participation. In addition, we review populations known to be less likely to engage in CR, and interventions that have been used to improve participation specifically in these underrepresented populations. Finally, we will explore how CR programs may need to expand or change to serve a greater proportion of CR-eligible populations. The best studied interventions that have successfully increased CR participation include automated referral to CR and utilization of a CR liaison person to coordinate the sometimes awkward transition from inpatient status to outpatient CR participation. Furthermore, it appears likely that maximizing secondary prevention in these at-risk populations will require a combination of increasing attendance at traditional center-based CR programs among underrepresented populations, improving and expanding upon tele- or community-based programs, and alternative strategies for improving secondary prevention in those who do not participate in CR.
Collapse
Affiliation(s)
- Philip A Ades
- Department of Medicine, Division of Cardiology, University of Vermont Larner College of Medicine, Cardiac Rehabilitation and Prevention, Burlington, VT, United States of America.
| | - Sherrie Khadanga
- Department of Medicine, Division of Cardiology, University of Vermont Larner College of Medicine, Cardiac Rehabilitation and Prevention, Burlington, VT, United States of America
| | - Patrick D Savage
- Department of Medicine, Division of Cardiology, University of Vermont Larner College of Medicine, Cardiac Rehabilitation and Prevention, Burlington, VT, United States of America
| | - Diann E Gaalema
- Department of Psychiatry, University of Vermont Larner College of Medicine, Cardiac Rehabilitation and Prevention, Burlington, VT, United States of America
| |
Collapse
|
5
|
Ozemek C, Squires RW. Enrollment and Adherence to Early Outpatient and Maintenance Cardiac Rehabilitation Programs. J Cardiopulm Rehabil Prev 2021; 41:367-374. [PMID: 34727555 DOI: 10.1097/hcr.0000000000000645] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Early outpatient (ECR) and maintenance cardiac rehabilitation (MCR) programs are essential, evidence-based services that have received unequivocal endorsement by national and international professional organizations. However, the latest data characterizing ECR enrollment and adherence fell well short of what would be expected for a therapy that has accumulated decades of empirical evidence touting the associated physiologic, physical, psychosocial, and financial benefits. Although national participation levels have remained stagnant, a series of recent publications showcase effective strategies that could bolster both ECR enrollment and adherence levels at the institutional level. Unlike ECR, fewer reports on enrollment and adherence rates exist for MCR, partly due to the lack of standardization of this service. In this review, we aim to highlight current data on enrollment and adherence to ECR and MCR and discuss evidence-based programmatic strategies to support utilization of both services.
Collapse
Affiliation(s)
- Cemal Ozemek
- Department of Physical Therapy, College of Applied Health Sciences, University of Illinois at Chicago, Chicago (Dr Ozemek); and Department of Cardiovascular Medicine, Division of Preventive Cardiology, Mayo Clinic and Foundation, Rochester, Minnesota (Dr Squires)
| | | |
Collapse
|
6
|
Ohtera S, Kato G, Ueshima H, Mori Y, Nakatani Y, Ozasa N, Nakayama T, Kuroda T. A nationwide survey on participation in cardiac rehabilitation among patients with coronary heart disease using health claims data in Japan. Sci Rep 2021; 11:20096. [PMID: 34635704 PMCID: PMC8505519 DOI: 10.1038/s41598-021-99516-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 09/22/2021] [Indexed: 11/09/2022] Open
Abstract
Poor implementation and variable quality of cardiac rehabilitation (CR) for coronary heart disease (CHD) have been a global concern. This nationwide study aimed to clarify the implementation of and participation in CR among CHD patients and associated factors in Japan. We conducted a retrospective cohort study using data extracted from the National Database of Health Insurance Claims and Specific Health Checkups of Japan. Patients who underwent percutaneous coronary intervention (PCI) or coronary artery bypass grafting (CABG) in 2017-2018 were included. Aspects of CR were assessed in terms of (1) participation in exercise-based CR, (2) pharmacological education, and (3) nutritional education. Of 87,829 eligible patients, 32% had participated in exercise-based CR, with a mean program length of 40 ± 71 days. CABG was associated with higher CR participation compared to PCI (OR 10.2, 95% CI 9.6-10.8). Patients living in the Kyushu region were more likely to participate in CR (OR 2.59, 95% CI 2.39-2.81). Among patients who participated in CR, 92% received pharmacological education, whereas only 67% received nutritional education. In Japan, the implementation of CR for CHD is insufficient and involved varying personal, therapeutic, and geographical factors. CR implementation needs to be promoted in the future.
Collapse
Affiliation(s)
- Shosuke Ohtera
- Division of Medical Information Technology and Administration Planning, Kyoto University Hospital, 54 Shogoin-kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan.,Center for Outcomes Research and Economic Evaluation for Health, National Institute of Public Health, 2-3-6 Minami, Wako-shi, Saitama, 351-0197, Japan
| | - Genta Kato
- Solutions Center for Health Insurance Claims, Kyoto University Hospital, 54 Shogoin-kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan.
| | - Hiroaki Ueshima
- Division of Medical Information Technology and Administration Planning, Kyoto University Hospital, 54 Shogoin-kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Yukiko Mori
- Division of Medical Information Technology and Administration Planning, Kyoto University Hospital, 54 Shogoin-kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Yuka Nakatani
- Department of Health Informatics, Kyoto University School of Public Health, Yoshida-Konoe-cho, Sakyo-ku, Kyoto, 606-8501, Japan
| | - Neiko Ozasa
- Department of Cardiovascular Medicine, Graduate School of Medicine, Kyoto University, 54 Shogoin-kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Takeo Nakayama
- Department of Health Informatics, Kyoto University School of Public Health, Yoshida-Konoe-cho, Sakyo-ku, Kyoto, 606-8501, Japan
| | - Tomohiro Kuroda
- Division of Medical Information Technology and Administration Planning, Kyoto University Hospital, 54 Shogoin-kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan
| |
Collapse
|
7
|
|
8
|
Abstract
PURPOSE OF REVIEW Cardiac rehabilitation (CR) is grossly under-utilized. This review summarizes current knowledge about degree of CR utilization, reasons for under-utilization, and strategies to increase use. RECENT FINDINGS ICCPR's global CR audit quantified for the first time the number of additional CR spots needed per year to treat indicated patients, so there are programs they may use. The first randomized trial of automatic/systematic CR referral has shown it results in significantly greater patient completion. Moreover, the recent update of the Cochrane review on interventions to increase use has provided unequivocal evidence on the significant impact of clinician CR encouragement at the bedside; a course is now available to train clinicians. The USA is leading the way in implementing automatic referral with inpatient-clinician CR discussions. Suggestions to triage patients based on risk to less resource-intensive, unsupervised program models could simultaneously expand capacity and support patient adherence.
Collapse
Affiliation(s)
- Sherry L Grace
- Faculty of Health, York University, 4700 Keele Street, Toronto, Canada. .,KITE-Toronto Rehabilitation Institute, Toronto, ON, Canada. .,Peter Munk Cardiac Centre, University Health Network, University of Toronto, Toronto, ON, Canada.
| | - Kornelia Kotseva
- National Institute for Prevention and Cardiovascular Health, National University of Ireland, Galway, Ireland.,Imperial College Healthcare NHS Trust, London, UK
| | - Mary A Whooley
- US Department of Veterans Affairs Quality Enhancement Research Initiative, San Francisco, USA.,University of California, San Francisco, USA
| |
Collapse
|
9
|
Chindhy S, Taub PR, Lavie CJ, Shen J. Current challenges in cardiac rehabilitation: strategies to overcome social factors and attendance barriers. Expert Rev Cardiovasc Ther 2020; 18:777-789. [PMID: 32885702 PMCID: PMC7749053 DOI: 10.1080/14779072.2020.1816464] [Citation(s) in RCA: 70] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 08/26/2020] [Indexed: 12/17/2022]
Abstract
INTRODUCTION Cardiac rehabilitation (CR) significantly reduces secondary cardiovascular events and mortality and is a class 1A recommendation by the American Heart Association (AHA) and American College of Cardiology (ACC). However, it remains an underutilized intervention and many eligible patients fail to enroll or complete CR programs. The aim of this review is to identify barriers to CR attendance and discuss strategies to overcome them. AREAS COVERED Specific barriers to CR attendance and participation will be reviewed. This will be followed by a discussion of solutions/strategies to help overcome these barriers with a particular focus on home-based CR (HBCR). EXPERT OPINION HBCR alone or in combination with center-based CR (CBCR) can help overcome many barriers to traditional CBCR participation, such as schedule flexibility, time commitment, travel distance, cost, and patient preference. Using remote coaching with indirect exercise supervision, HBCR has been shown to have comparable benefits to CBCR. At this time, however, funding remains the main barrier to universal incorporation of HBCR into health systems, necessitating the need for additional cost benefit analysis and outcome studies. Ultimately, the choice for HBCR should be based on patient preference and availability of resources.
Collapse
Affiliation(s)
- Shahzad Chindhy
- Division of Cardiovascular Medicine, Department of Medicine, University of California San Diego
| | - Pam R. Taub
- Division of Cardiovascular Medicine, Department of Medicine, University of California San Diego
| | - Carl J. Lavie
- John Ochsner Heart and Vascular Institute, Ochsner Clinical School-the University of Queensland School of Medicine, New Orleans, LA
| | - Jia Shen
- Division of Cardiovascular Medicine, Department of Medicine, University of California San Diego
| |
Collapse
|
10
|
Sung PH, Chiang HJ, Li YC, Chiang JY, Chu CH, Shao PL, Lee FY, Lee MS, Yip HK. Baseline factors identified for the prediction of good responders in patients with end-stage diffuse coronary artery disease undergoing intracoronary CD34+ cell therapy. Stem Cell Res Ther 2020; 11:324. [PMID: 32727585 PMCID: PMC7391819 DOI: 10.1186/s13287-020-01835-z] [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: 06/11/2020] [Revised: 07/08/2020] [Accepted: 07/15/2020] [Indexed: 11/10/2022] Open
Abstract
Background Treating patients with end-stage diffuse coronary artery disease (EnD-CAD) unsuitable for coronary intervention remains a clinical challenge. They usually express refractory angina and have a high risk of mortality. Although growing data have indicated cell therapy is an alternative solution to medical or invasive therapy, there are still lacking useful markers to predict whether heart function will improve in the EnD-CAD patients who underwent circulatory-derived CD34+ cell therapy. By utilizing the baseline variables and results from our previous phase I/II clinical trials, the aim of this study tried to elucidate the variables predictive of the “good response” to CD34+ cell therapy. Methods This retrospective study included 38 patients in phase I clinical trial (2011–2014), and 30 patients in phase II clinical trial (2013–2017). These patients were categorized into “good responders” and “non-responders” according to their 1-year improvement of LVEF ≥ 7.0% or < 7.0% after intracoronary CD34+ cell therapy. Univariate and multivariate logistic regression models were performed to identify potential independent predictors of a good responder to cell therapy, followed by Hosmer–Lemeshow (H-L) test for goodness of fit and prediction power. Results Among baseline data, multivariate analysis demonstrated that the history of a former smoker was independently predictive of good responders (p = 0.006). On the other hand, male gender, the baseline Canadian Cardiovascular Society angina score ≥ 3, and grades of LV diastolic dysfunction ≥ 2 were significantly negative predictors of good responders (all p < 0.01). After administration of subcutaneous granulocyte-colony stimulating factor (G-CSF), a higher post-G-CSF neutrophil count in addition to the above four baseline variables also played crucial roles in early prediction of good response to CD34+ cell therapy for EnD-CAD (all p < 0.03). The H-L test displayed a good prediction power with sensitivity 83.3%, specificity 85.3%, and accuracy 84.4%. Conclusions Using the results of our phase I/II clinical trials, previous smoking habit, female sex, lower grades of angina score, and diastolic dysfunction were identified to be independently predictive of “good response” to CD34+ cell therapy in the patients with EnD-CAD. Trial registration This is a retrospective analysis based on phase I (ISRCTN72853206) and II (ISRCTN26002902) clinical trials.
Collapse
Affiliation(s)
- Pei-Hsun Sung
- Division of Cardiology, Department of Internal Medicine, College of Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University, No. 123, Ta Pei Road, Niao Sung District, Kaohsiung, 83301, Taiwan.,Center for Shockwave Medicine and Tissue Engineering, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, 83301, Taiwan
| | - Hsin-Ju Chiang
- Department of Obstetrics and Gynecology, College of Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University, Kaohsiung, 83301, Taiwan.,Chung Shan Medical University School of Medicine, Taichung, 40201, Taiwan
| | - Yi-Chen Li
- Division of Cardiology, Department of Internal Medicine, College of Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University, No. 123, Ta Pei Road, Niao Sung District, Kaohsiung, 83301, Taiwan
| | - John Y Chiang
- Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, 80424, Taiwan.,Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, 80708, Taiwan
| | - Chi-Hsiang Chu
- Department of Statistics, National Cheng Kung University, Tainan, 70101, Taiwan.,Institute of Statistics, National University of Kaohsiung, Kaohsiung, 80708, Taiwan
| | - Pei-Lin Shao
- Department of Nursing, Asia University, Taichung, 41354, Taiwan
| | - Fan-Yen Lee
- Division of Thoracic and Cardiovascular Surgery, Department of Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, 83301, Taiwan.,Division of Cardiovascular Surgery, Department of Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei, 11490, Taiwan
| | - Mel S Lee
- Department of Orthopedics, College of Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University, Kaohsiung, 83301, Taiwan.
| | - Hon-Kan Yip
- Division of Cardiology, Department of Internal Medicine, College of Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University, No. 123, Ta Pei Road, Niao Sung District, Kaohsiung, 83301, Taiwan. .,Center for Shockwave Medicine and Tissue Engineering, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, 83301, Taiwan. .,Department of Nursing, Asia University, Taichung, 41354, Taiwan. .,Institute for Translational Research in Biomedicine, College of Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University, Kaohsiung, 83301, Taiwan. .,Department of Medical Research, China Medical University Hospital, China Medical University, Taichung, 40402, Taiwan. .,Division of Cardiology, Department of Internal Medicine, Xiamen Chang Gung Memorial Hospital, Xiamen, 361028, Fujian, China.
| |
Collapse
|