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Mak SS, Nally LM, Montoya J, Marrero R, DeJonckheere M, Joiner KL, Nam S, Ash G. An Exergames Program for Adolescents with Type 1 Diabetes: A Qualitative Study of Acceptability. JMIR Diabetes 2025. [PMID: 40238214 DOI: 10.2196/65665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/18/2025] Open
Abstract
BACKGROUND Numerous barriers to moderate and vigorous physical activity (MVPA) exist for youth with type 1 diabetes (T1D). The virtual exercise games for youth with T1D (ExerT1D) intervention implements synchronous support of MVPA including T1D peers and role models. OBJECTIVE To understand the acceptability of this intervention to participants. METHODS We conducted post-program, semi-structured, televideo interviews with participating youth to elicit perspectives on acceptability of the intervention and experience with the program. Two coders independently reviewed and analyzed each transcript using a coding scheme developed inductively by senior researchers. Discrepancies were resolved by team discussion, and multiple codes were grouped together to produce four main thematic areas. RESULTS All 15 participants provided interviews [14-19 years old; 2 non-binary, 6 females; 7.8% median HbA1c, 5 with HbA1c≥10.0%]. Qualitative data revealed four themes. (1) Motivation to engage in PA: Improving their physical capabilities and/or stabilizing glucose levels were cited as motivation for PA. Challenges of living with T1D were cited as PA barriers. (2) Experience with and motivation to manage diabetes while engaging in PA: Participants provided details of accommodating the inherent uncertainty or limitations of PA with diabetes. Sometimes preparing for PA involved psychological and motivational adjustments. Some relayed feelings of avoidance. (3) Peer support encouraged engagement with the intervention: Participants appreciated the peer aspects of components of ExerT1D. Participants' reflections of the facilitated group experience highlight many benefits of a small-group virtual program. (4) Improvements in PA and diabetes self-management efficacy: All participants credited the program with improving and/or raising awareness of T1D management skills. CONCLUSIONS Our virtual PA intervention using an active video game and discussion component provided adolescents with T1D the confidence and peer support to engage in PA, improve awareness of diabetes-specific tasks to prepare for exercise, and improved understanding of the effect of PA on glucose levels. Engaging youth with a virtual videogame intervention is a viable approach to overcome barriers to PA for adolescents with T1D. CLINICALTRIAL Interviewed participants of clinical trial NCT05163912.
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Affiliation(s)
- Selene S Mak
- Center for the Study of Healthcare Innovation, Implementation and Policy (CSHIIP), VA Greater Los Angeles Healthcare System, Los Angeles, US
| | - Laura M Nally
- Department of Pediatrics, Yale School of Medicine, 333 Cedar St, New Haven, US
| | - Juanita Montoya
- Department of Internal Medicine, Yale School of Medicine, Building 35A950 Campbell Ave, West Haven, US
- Department of Health and Movement Sciences Programs, Southern Connecticut State University, New Haven, US
| | - Rebecca Marrero
- Department of Psychiatry, Yale School of Medicine, New Haven, US
| | | | - Kevin L Joiner
- Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, US
| | | | - Garrett Ash
- Department of Internal Medicine, Yale School of Medicine, Building 35A950 Campbell Ave, West Haven, US
- Department of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, US
- Center for Pain, Research, Informatics, Medical Comorbidities and Education Center (PRIME),, VA Connecticut Healthcare System, West Haven, US
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Hormazábal-Aguayo I, Muñoz-Pardeza J, Huerta-Uribe N, Ezzatvar Y, García-Hermoso A. Evaluating the usability of Diactive-1: mHealth for personalized exercise and education in children and adolescents with type 1 diabetes. Mhealth 2025; 11:16. [PMID: 40248752 PMCID: PMC12004306 DOI: 10.21037/mhealth-24-63] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Accepted: 12/13/2024] [Indexed: 04/19/2025] Open
Abstract
Background Managing physical activity alongside glucose levels is challenging for children and adolescents with type 1 diabetes mellitus (T1DM). This study aimed to evaluate the usability of the Diactive-1 app, which was designed to support muscle-strengthening training in children and adolescents with T1DM in accordance with guidelines from the International Society for Pediatric and Adolescent Diabetes (ISPAD) and the American Diabetes Association (ADA). Methods Twenty-seven patients aged 8-18 years with T1DM were randomly selected. Recruitment was conducted through the Pediatric Endocrinology Unit of the University Hospital of Navarra (Spain). All participants were enrolled in a randomized controlled trial and used the Diactive-1 app during the intervention. The study lasted 24 weeks, during which the app provided personalized muscle-strengthening exercise sessions, glucose monitoring, and motivational features such as gamification. Usability of the app was assessed using the User Version of the Mobile Application Rating Scale (uMARS). Results The Diactive-1 app demonstrated high usability, with an overall quality mean score of 4.33 [standard deviation (SD) =0.36] out of 5.00. uMARS objective domains ratings were: functionality [4.52 (SD =0.40)], aesthetics [4.43 (SD =0.45)], engagement [4.07 (SD =0.51)], information quality [4.29 (SD =0.75)], and subjective quality score was 3.94 (SD =0.61). Usability scores showed no meaningful variation across patient demographics, including sex, age, glycated hemoglobin, engagement in muscle-strengthening activities, and fear of hypoglycemia, suggesting consistent app performance among different user groups. Conclusions The Diactive-1 app is a promising tool for integrating muscle-strengthening training and educating patients about safe physical exercise into the management of T1DM in children and adolescents. Its high usability and positive user feedback underscore its potential as an effective supportive strategy for managing the disease in this population. Further refinement of personalization features may enhance its effectiveness.
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Affiliation(s)
- Ignacio Hormazábal-Aguayo
- Navarrabiomed, University Hospital of Navarra, Public University of Navarra (UPNA), Navarre Health Research Institute (IdiSNA), Pamplona, Spain
| | - Jacinto Muñoz-Pardeza
- Navarrabiomed, University Hospital of Navarra, Public University of Navarra (UPNA), Navarre Health Research Institute (IdiSNA), Pamplona, Spain
| | - Nidia Huerta-Uribe
- Navarrabiomed, University Hospital of Navarra, Public University of Navarra (UPNA), Navarre Health Research Institute (IdiSNA), Pamplona, Spain
| | - Yasmin Ezzatvar
- Lifestyle Factors with Impact on Ageing and Overall Health (LAH) Research Group, Department of Nursing, University of València, Valencia, Spain
| | - Antonio García-Hermoso
- Navarrabiomed, University Hospital of Navarra, Public University of Navarra (UPNA), Navarre Health Research Institute (IdiSNA), Pamplona, Spain
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Infante M, Silvestri F, Padilla N, Pacifici F, Pastore D, Pinheiro MM, Caprio M, Tesauro M, Fabbri A, Novelli G, Alejandro R, De Lorenzo A, Ricordi C, Della-Morte D. Unveiling the Therapeutic Potential of the Second-Generation Incretin Analogs Semaglutide and Tirzepatide in Type 1 Diabetes and Latent Autoimmune Diabetes in Adults. J Clin Med 2025; 14:1303. [PMID: 40004833 PMCID: PMC11856673 DOI: 10.3390/jcm14041303] [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: 11/30/2024] [Revised: 01/31/2025] [Accepted: 02/08/2025] [Indexed: 02/27/2025] Open
Abstract
Type 1 diabetes mellitus (T1D) is a chronic autoimmune disease caused by the immune-mediated destruction of insulin-producing pancreatic beta cells, resulting in the lifelong need for exogenous insulin. Over the last few years, overweight and obesity have recently emerged as growing health issues also afflicting patients with T1D. In this context, the term "double diabetes" has been coined to indicate patients with T1D who have a family history of type 2 diabetes mellitus (T2D) and/or patients with T1D who are affected by insulin resistance and/or overweight/obesity and/or metabolic syndrome. At the same time, the use of second-generation incretin analogs semaglutide and tirzepatide has substantially increased on a global scale over the last few years, given the remarkable clinical benefits of these drugs (in terms of glucose control and weight loss) in patients with T2D and/or overweight/obesity. Although the glucagon-like peptide-1 (GLP-1) receptor agonists and the novel dual GIP (glucose-dependent insulinotropic polypeptide)/GLP-1 receptor agonist tirzepatide are currently not approved for the treatment of T1D, a growing body of evidence over the last few years has shown that these medications may serve as valid add-on treatments to insulin with substantial efficacy in improving glucose control, promoting weight loss, preserving residual beta-cell function and providing other beneficial metabolic effects in patients with T1D, double diabetes and latent autoimmune diabetes in adults (LADA). This manuscript aims to comprehensively review the currently available literature (mostly consisting of real-world studies) regarding the safety and therapeutic use (for different purposes) of semaglutide and tirzepatide in patients with T1D (at different stages of the disease), double diabetes and LADA.
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Affiliation(s)
- Marco Infante
- Section of Diabetes & Metabolic Disorders, UniCamillus, Saint Camillus International University of Health Sciences, Via di Sant’Alessandro 8, 00131 Rome, Italy
- Division of Cellular Transplantation, Diabetes Research Institute (DRI), Department of Surgery, University of Miami Miller School of Medicine, 1450 NW 10th Ave., Miami, FL 33136, USA; (N.P.); (R.A.); (C.R.)
| | - Francesca Silvestri
- Pediatric Endocrinology Outpatient Clinic, Via dell’Alpinismo 24, 00135 Rome, Italy;
| | - Nathalia Padilla
- Division of Cellular Transplantation, Diabetes Research Institute (DRI), Department of Surgery, University of Miami Miller School of Medicine, 1450 NW 10th Ave., Miami, FL 33136, USA; (N.P.); (R.A.); (C.R.)
| | - Francesca Pacifici
- Department of Human Sciences and Promotion of the Quality of Life, San Raffaele Open University, Via di Val Cannuta 247, 00166 Rome, Italy; (F.P.); (D.P.); (M.C.); (D.D.-M.)
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ on-Chip Applications (IC-LOC), University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy
| | - Donatella Pastore
- Department of Human Sciences and Promotion of the Quality of Life, San Raffaele Open University, Via di Val Cannuta 247, 00166 Rome, Italy; (F.P.); (D.P.); (M.C.); (D.D.-M.)
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ on-Chip Applications (IC-LOC), University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy
| | - Marcelo Maia Pinheiro
- UNIVAG, Centro Universitário de Várzea Grande, Av. Dom Orlando Chaves, 2655-Cristo Rei, Várzea Grande 78118-000, MT, Brazil;
| | - Massimiliano Caprio
- Department of Human Sciences and Promotion of the Quality of Life, San Raffaele Open University, Via di Val Cannuta 247, 00166 Rome, Italy; (F.P.); (D.P.); (M.C.); (D.D.-M.)
| | - Manfredi Tesauro
- Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (M.T.); (A.F.)
| | - Andrea Fabbri
- Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (M.T.); (A.F.)
| | - Giuseppe Novelli
- Genetics Section, Department of Biomedicine and Prevention, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy;
- Department of Pharmacology, Reno School of Medicine, University of Nevada, 1664 N. Virginia Street, Reno, NV 89557, USA
| | - Rodolfo Alejandro
- Division of Cellular Transplantation, Diabetes Research Institute (DRI), Department of Surgery, University of Miami Miller School of Medicine, 1450 NW 10th Ave., Miami, FL 33136, USA; (N.P.); (R.A.); (C.R.)
| | - Antonino De Lorenzo
- Section of Clinical Nutrition and Nutrigenomics, Department of Biomedicine and Prevention, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy;
| | - Camillo Ricordi
- Division of Cellular Transplantation, Diabetes Research Institute (DRI), Department of Surgery, University of Miami Miller School of Medicine, 1450 NW 10th Ave., Miami, FL 33136, USA; (N.P.); (R.A.); (C.R.)
| | - David Della-Morte
- Department of Human Sciences and Promotion of the Quality of Life, San Raffaele Open University, Via di Val Cannuta 247, 00166 Rome, Italy; (F.P.); (D.P.); (M.C.); (D.D.-M.)
- Interdisciplinary Center for Advanced Studies on Lab-on-Chip and Organ on-Chip Applications (IC-LOC), University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy
- Section of Clinical Nutrition and Nutrigenomics, Department of Biomedicine and Prevention, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy;
- Department of Neurology, Evelyn F. McKnight Brain Institute, University of Miami Miller School of Medicine, 1120 NW 14th Street, Miami, FL 33136, USA
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Haag SJ, Damaschke JA, Srivastava S. Medicine and Motion: The Link Between Medications and Exercise. Am J Lifestyle Med 2024; 19:15598276241286792. [PMID: 39540163 PMCID: PMC11556593 DOI: 10.1177/15598276241286792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024] Open
Abstract
There is abundant evidence about the impact of physical activity on health. Many of the clinical guidelines include physical activity as a strong recommendation in treatment plans to optimize health outcomes; however it is necessary to consider the interaction between medications and physical activity. There are certain medical conditions, including cardiovascular disease, diabetes, pain and urinary incontinence that may directly impact physical activity as well as medications for those conditions can affect how a person can be physically active. Having individualized conversations with patients to determine ways to incorporate physical activity into their lives, taking medications into consideration, may lead to healthier outcomes.
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Affiliation(s)
- Sarah J. Haag
- Rosalind Franklin University of Medicine and Science, North Chicago, IL USA (SJH, JAD, SS)
| | - Jeffrey A. Damaschke
- Rosalind Franklin University of Medicine and Science, North Chicago, IL USA (SJH, JAD, SS)
| | - Sneha Srivastava
- Rosalind Franklin University of Medicine and Science, North Chicago, IL USA (SJH, JAD, SS)
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5
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Young G, Dodier R, Youssef JE, Castle JR, Wilson L, Riddell MC, Jacobs PG. Design and In Silico Evaluation of an Exercise Decision Support System Using Digital Twin Models. J Diabetes Sci Technol 2024; 18:324-334. [PMID: 38390855 PMCID: PMC10973845 DOI: 10.1177/19322968231223217] [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: 02/24/2024]
Abstract
BACKGROUND Managing glucose levels during exercise is challenging for individuals with type 1 diabetes (T1D) since multiple factors including activity type, duration, intensity and other factors must be considered. Current decision support tools lack personalized recommendations and fail to distinguish between aerobic and resistance exercise. We propose an exercise-aware decision support system (exDSS) that uses digital twins to deliver personalized recommendations to help people with T1D maintain safe glucose levels (70-180 mg/dL) and avoid low glucose (<70 mg/dL) during and after exercise. METHODS We evaluated exDSS using various exercise and meal scenarios recorded from a large, free-living study of aerobic and resistance exercise. The model inputs were heart rate, insulin, and meal data. Glucose responses were simulated during and after 30-minute exercise sessions (676 aerobic, 631 resistance) from 247 participants. Glucose outcomes were compared when participants followed exDSS recommendations, clinical guidelines, or did not modify behavior (no intervention). RESULTS exDSS significantly improved mean time in range for aerobic (80.2% to 92.3%, P < .0001) and resistance (72.3% to 87.3%, P < .0001) exercises compared with no intervention, and versus clinical guidelines (aerobic: 82.2%, P < .0001; resistance: 80.3%, P < .0001). exDSS reduced time spent in low glucose for both exercise types compared with no intervention (aerobic: 15.1% to 5.1%, P < .0001; resistance: 18.2% to 6.6%, P < .0001) and was comparable with following clinical guidelines (aerobic: 4.5%, resistance: 8.1%, P = N.S.). CONCLUSIONS The exDSS tool significantly improved glucose outcomes during and after exercise versus following clinical guidelines and no intervention providing motivation for clinical evaluation of the exDSS system.
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Affiliation(s)
- Gavin Young
- School of Medicine, Oregon Health &
Science University, Portland, OR, USA
- Artificial Intelligence for Medical
Systems Lab, Department of Biomedical Engineering, Oregon Health & Science
University, Portland, OR, USA
| | - Robert Dodier
- Artificial Intelligence for Medical
Systems Lab, Department of Biomedical Engineering, Oregon Health & Science
University, Portland, OR, USA
| | - Joseph El Youssef
- Harold Schnitzer Diabetes Health
Center, Division of Endocrinology, Oregon Health & Science University, Portland,
OR, USA
| | - Jessica R. Castle
- Harold Schnitzer Diabetes Health
Center, Division of Endocrinology, Oregon Health & Science University, Portland,
OR, USA
| | - Leah Wilson
- Harold Schnitzer Diabetes Health
Center, Division of Endocrinology, Oregon Health & Science University, Portland,
OR, USA
| | - Michael C. Riddell
- School of Kinesiology & Health
Science and The Muscle Health Research Centre, York University, Toronto, ON,
Canada
| | - Peter G. Jacobs
- Artificial Intelligence for Medical
Systems Lab, Department of Biomedical Engineering, Oregon Health & Science
University, Portland, OR, USA
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Sammut MJ, McBey DP, Sayal AP, Melling CWJ. The Effects of Resistance Exercise Training on Skeletal Muscle Metabolism and Insulin Resistance Development in Female Rodents with Type 1 Diabetes. J Diabetes Res 2024; 2024:5549762. [PMID: 38435452 PMCID: PMC10904684 DOI: 10.1155/2024/5549762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 02/05/2024] [Accepted: 02/07/2024] [Indexed: 03/05/2024] Open
Abstract
The etiology of insulin resistance (IR) development in type 1 diabetes mellitus (T1DM) remains unclear; however, impaired skeletal muscle metabolism may play a role. While IR development has been established in male T1DM rodents, female rodents have yet to be examined in this context. Resistance exercise training (RT) has been shown to improve IR and is associated with a lower risk of hypoglycemia onset in T1DM compared to aerobic exercise. The purpose of this study was to investigate the effects of RT on IR development in female T1DM rodents. Forty Sprague Dawley eight-week-old female rats were divided into four groups: control sedentary (CS; n = 10), control trained (CT; n = 10), T1DM sedentary (DS; n = 10), and T1DM trained (DT; n = 10). Multiple low-dose streptozotocin injections were used to induce T1DM. Blood glucose levels were maintained in the 4-9 mmol/l range with intensive insulin therapy. CT and DT underwent weighted ladder climbing 5 days/week for six weeks. Intravenous glucose tolerance tests (IVGTT) were conducted on all animals following the six-week period. Results demonstrate that DS animals exhibited significantly increased weekly blood glucose measures compared to all groups including DT (p < 0.0001), despite similar insulin dosage levels. This was concomitant with a significant increase in insulin-adjusted area under the curve following IVGTT in DS (p < 0.05), indicative of a reduction in insulin sensitivity. Both DT and DS exhibited greater serum insulin concentrations compared to CT and CS (p < 0.05). DS animals also exhibited significantly greater glycogen content in white gastrocnemius muscle compared to CS and DT (p < 0.05), whereas DT and DS animals exhibited greater p-Akt: Akt ratio in the white vastus lateralis muscle and citrate synthase activity in the red vastus lateralis muscle compared to CS and CT (p < 0.05). These results indicate that female rodents with T1DM develop poor glycemic control and IR which can be attenuated with RT, possibly related to differences in intramyocellular glycogen content.
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Affiliation(s)
- Mitchell J. Sammut
- School of Kinesiology, Faculty of Health Sciences, Western University, London, ON, Canada
| | - David P. McBey
- School of Kinesiology, Faculty of Health Sciences, Western University, London, ON, Canada
| | - Amit P. Sayal
- School of Kinesiology, Faculty of Health Sciences, Western University, London, ON, Canada
| | - C. W. James Melling
- School of Kinesiology, Faculty of Health Sciences, Western University, London, ON, Canada
- Department of Physiology & Pharmacology, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
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Hormazábal-Aguayo I, Muñoz-Pardeza J, López-Gil JF, Huerta-Uribe N, Chueca-Guindulain MJ, Berrade-Zubiri S, Burillo Sánchez E, Izquierdo M, Ezzatvar Y, García-Hermoso A. Comprehensive management of children and adolescents with type 1 diabetes mellitus through personalized physical exercise and education using an mHealth system: The Diactive-1 study protocol. Front Endocrinol (Lausanne) 2024; 15:1354734. [PMID: 38379866 PMCID: PMC10877052 DOI: 10.3389/fendo.2024.1354734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 01/18/2024] [Indexed: 02/22/2024] Open
Abstract
Introduction The use of new technologies presents an opportunity to promote physical activity, especially among young people with type 1 diabetes (T1DM), who tend to be less active compared to their healthy counterparts. The aim of this study is to investigate the impact of a personalized resistance exercise program, facilitated by the Diactive-1 App, on insulin requirements among children and adolescents diagnosed with T1DM. Methods and analysis A minimum of 52 children and adolescents aged 8-18 years, who were diagnosed with T1DM at least 6 months ago, will be randomly assigned to either a group engaging in an individualized resistance exercise program at least 3 times per week over a 24-week period or a waiting-list control group. The primary outcome will be the daily insulin dose requirement. The secondary outcomes will include glycemic control, cardiometabolic profile, body composition, vascular function, physical fitness, 24-hour movement behaviors, diet, and psychological parameters. The usability of the app will also be assessed. Ethics and dissemination Ethical approval to conduct this study has been granted by the University Hospital of Navarra Research Board (PI_2020/140). Parents or legal guardians of minors participating in the study will provide written consent, while children and adolescents will sign an assent form to indicate their voluntary agreement. The trial's main findings will be shared through conference presentations, peer-reviewed publications, and communication directly with participating families. This study aims to offer valuable insights into the holistic management of children and adolescents with T1DM by utilizing personalized exercise interventions through an mHealth system. Trial registration NCT06048757.
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Affiliation(s)
- Ignacio Hormazábal-Aguayo
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| | - Jacinto Muñoz-Pardeza
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| | | | - Nidia Huerta-Uribe
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| | | | - Sara Berrade-Zubiri
- Pediatric Endocrinology Unit, Hospital Universitario de Navarra (HUN), IdiSNA, Pamplona, Spain
| | | | - Mikel Izquierdo
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| | - Yasmin Ezzatvar
- Department of Nursing, Universitat de València, Valencia, Spain
| | - Antonio García-Hermoso
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
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Schroeder AE, Rosenkranz RR, Yarrow LK, Haub MD, Rosenkranz SK. Recovery Phase Nutrition and Insulin Strategies for a Collegiate Distance Runner with Type 1 Diabetes Mellitus: A Case Study. Sports (Basel) 2023; 11:214. [PMID: 37999431 PMCID: PMC10674803 DOI: 10.3390/sports11110214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 10/12/2023] [Accepted: 10/26/2023] [Indexed: 11/25/2023] Open
Abstract
PURPOSE There is scant published research regarding nutrition and insulin strategies for athletic performance in collegiate distance runners with type 1 diabetes mellitus (CDRT1). Acute carbohydrate supplementation (CHOsup) and insulin reduction used to minimize hypoglycemia during exercise may result in deteriorated glycemic control post exercise in CDRT1. The present case study of a CDRT1 investigated outcomes associated with a moderate-carbohydrate (ModCHO) diet and 24 h insulin adjustment during recovery phases for improved glycemic control and reduced use of acute strategies. METHODS During an 8-day period, a female CDRT1 followed a ModCHO (~4 g/kg/day) nutrition program. Recovery phase adjustments to insulin doses were made using an equation developed to estimate reduced insulin needs post exercise, as a function of exercise intensity and duration. Daily training was performed in the fasted state at 6:00 a.m. and included additional exercise strategies to reduce glycemic variability when needed. Daily blood glucose time-in-range (TIR) and use of CHOsup were assessed. Athlete well-being was determined using the Student-Athlete Well-Being Scale (SAWS)TM at baseline, and days 1, 3, and 7. RESULTS Throughout the 8-day period, mean TIR increased (77% versus < 50%) and the magnitude of glycemic excursions decreased (~3.8-15 versus ~3.0-26 mmol/L) relative to a prior comparison period. Minimal pre-exercise CHOsup was employed and CHOsup during exercise was not required. Additionally, the athlete achieved a new lifetime best in the 5000 m run and maintained positive well-being. CONCLUSION The present case study provides examples of recovery phase strategies (i.e., ModCHO diet and 24 h insulin adjustments) that may support glycemic control and athletic performance in CDRT1 and provides potential considerations for nutrition and insulin strategies for use by athletes and coaches.
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Affiliation(s)
- Amie E. Schroeder
- Department of Food, Nutrition, Dietetics and Health, College of Health and Human Sciences, Kansas State University, Manhattan, KS 66506, USA; (R.R.R.); (L.K.Y.); (M.D.H.); (S.K.R.)
| | - Richard R. Rosenkranz
- Department of Food, Nutrition, Dietetics and Health, College of Health and Human Sciences, Kansas State University, Manhattan, KS 66506, USA; (R.R.R.); (L.K.Y.); (M.D.H.); (S.K.R.)
- Department of Kinesiology and Nutrition Sciences, School of Integrated Health Sciences, University of Nevada Las Vegas, Las Vegas, NV 89154, USA
| | - Linda K. Yarrow
- Department of Food, Nutrition, Dietetics and Health, College of Health and Human Sciences, Kansas State University, Manhattan, KS 66506, USA; (R.R.R.); (L.K.Y.); (M.D.H.); (S.K.R.)
| | - Mark D. Haub
- Department of Food, Nutrition, Dietetics and Health, College of Health and Human Sciences, Kansas State University, Manhattan, KS 66506, USA; (R.R.R.); (L.K.Y.); (M.D.H.); (S.K.R.)
| | - Sara K. Rosenkranz
- Department of Food, Nutrition, Dietetics and Health, College of Health and Human Sciences, Kansas State University, Manhattan, KS 66506, USA; (R.R.R.); (L.K.Y.); (M.D.H.); (S.K.R.)
- Department of Kinesiology and Nutrition Sciences, School of Integrated Health Sciences, University of Nevada Las Vegas, Las Vegas, NV 89154, USA
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9
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Prasanna S, Barua S, Siller AF, Johnson JJ, Sabharwal A, DeSalvo DJ. Hypoglycemia risk with physical activity in type 1 diabetes: a data-driven approach. Front Digit Health 2023; 5:1142021. [PMID: 37274763 PMCID: PMC10237013 DOI: 10.3389/fdgth.2023.1142021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 05/03/2023] [Indexed: 06/06/2023] Open
Abstract
Physical activity (PA) provides numerous health benefits for individuals with type 1 diabetes (T1D). However, the threat of exercise-induced hypoglycemia may impede the desire for regular PA. Therefore, we aimed to study the association between three common types of PA (walking, running, and cycling) and hypoglycemia risk in 50 individuals with T1D. Real-world data, including PA duration and intensity, continuous glucose monitor (CGM) values, and insulin doses, were available from the Tidepool Big Data Donation Project. Participants' mean (SD) age was 38.0 (13.1) years with a mean (SD) diabetes duration of 21.4 (12.9) years and an average of 26.2 weeks of CGM data available. We developed a linear regression model for each of the three PA types to predict the average glucose deviation from 70 mg/dl for the 2 h after the start of PA. This is essentially a measure of hypoglycemia risk, for which we used the following predictors: PA duration (mins) and intensity (calories burned), 2-hour pre-exercise area under the glucose curve (adjusted AUC), the glucose value at the beginning of PA, and total bolus insulin (units) within 2 h before PA. Our models indicated that glucose value at the start of exercise and pre-exercise glucose adjusted AUC (p < 0.001 for all three activities) were the most significant predictors of hypoglycemia. In addition, the duration and intensity of PA and 2-hour bolus insulin were weakly associated with hypoglycemia for walking, running, and cycling. These findings may provide individuals with T1D with a data-driven approach to preparing for PA that minimizes hypoglycemia risk.
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Affiliation(s)
- Sahana Prasanna
- Department of Bioengineering, Rice University, Houston, TX, United States
| | - Souptik Barua
- Department of Electrical and Computer Engineering, Rice University, Houston, TX, United States
- Division of Precision Medicine, Department of Medicine, NYU Grossman School of Medicine, New York, NY, United States
| | - Alejandro F. Siller
- Department of Pediatrics, Diabetes, and Endocrinology, Baylor College of Medicine, Houston, TX, United States
| | - Jeremiah J. Johnson
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, United States
| | - Ashutosh Sabharwal
- Department of Electrical and Computer Engineering, Rice University, Houston, TX, United States
| | - Daniel J. DeSalvo
- Department of Pediatrics, Diabetes, and Endocrinology, Baylor College of Medicine, Houston, TX, United States
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Mosquera-Lopez C, Ramsey KL, Roquemen-Echeverri V, Jacobs PG. Modeling risk of hypoglycemia during and following physical activity in people with type 1 diabetes using explainable mixed-effects machine learning. Comput Biol Med 2023; 155:106670. [PMID: 36803791 DOI: 10.1016/j.compbiomed.2023.106670] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 01/19/2023] [Accepted: 02/10/2023] [Indexed: 02/13/2023]
Abstract
BACKGROUND Physical activity (PA) can cause increased hypoglycemia (glucose <70 mg/dL) risk in people with type 1 diabetes (T1D). We modeled the probability of hypoglycemia during and up to 24 h following PA and identified key factors associated with hypoglycemia risk. METHODS We leveraged a free-living dataset from Tidepool comprised of glucose measurements, insulin doses, and PA data from 50 individuals with T1D (6448 sessions) for training and validating machine learning models. We also used data from the T1Dexi pilot study that contains glucose management and PA data from 20 individuals with T1D (139 session) for assessing the accuracy of the best performing model on an independent test dataset. We used mixed-effects logistic regression (MELR) and mixed-effects random forest (MERF) to model hypoglycemia risk around PA. We identified risk factors associated with hypoglycemia using odds ratio and partial dependence analysis for the MELR and MERF models, respectively. Prediction accuracy was measured using the area under the receiver operating characteristic curve (AUROC). RESULTS The analysis identified risk factors significantly associated with hypoglycemia during and following PA in both MELR and MERF models including glucose and body exposure to insulin at the start of PA, low blood glucose index 24 h prior to PA, and PA intensity and timing. Both models showed overall hypoglycemia risk peaking 1 h after PA and again 5-10 h after PA, which is consistent with the hypoglycemia risk pattern observed in the training dataset. Time following PA impacted hypoglycemia risk differently across different PA types. Accuracy of hypoglycemia prediction using the fixed effects of the MERF model was highest when predicting hypoglycemia during the first hour following the start of PA (AUROCVALIDATION = 0.83 and AUROCTESTING = 0.86) and decreased when predicting hypoglycemia in the 24 h after PA (AUROCVALIDATION = 0.66 and AUROCTESTING = 0.68). CONCLUSION Hypoglycemia risk after the start of PA can be modeled using mixed-effects machine learning to identify key risk factors that may be used within decision support and insulin delivery systems. We published the population-level MERF model online for others to use.
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Affiliation(s)
- Clara Mosquera-Lopez
- Artificial Intelligence for Medical Systems (AIMS) Lab, Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, USA.
| | - Katrina L Ramsey
- Biostatistics and Design Program, Oregon Health & Science University, Portland, Oregon, USA
| | - Valentina Roquemen-Echeverri
- Artificial Intelligence for Medical Systems (AIMS) Lab, Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, USA
| | - Peter G Jacobs
- Artificial Intelligence for Medical Systems (AIMS) Lab, Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, USA
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Pereira WVC, Vancea DMM, de Andrade Oliveira R, de Freitas YGPC, Lamounier RN, Silva Júnior WS, Fioretti AMB, Macedo CLD, Bertoluci MC, Zagury RL. 2022: Position of Brazilian Diabetes Society on exercise recommendations for people with type 1 and type 2 diabetes. Diabetol Metab Syndr 2023; 15:2. [PMID: 36593495 PMCID: PMC9806892 DOI: 10.1186/s13098-022-00945-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2022] [Accepted: 11/04/2022] [Indexed: 01/03/2023] Open
Abstract
INTRODUCTION For individuals diagnosed with diabetes mellitus, the practice of properly oriented physical exercises brings significant benefits to the individual's health and is considered an indispensable tool for metabolic management. The individualization of exercise routines is an essential aspect for therapeutic success, despite the need to consider some general recommendations. This review is an authorized literal translation of the Brazilian Society of Diabetes (SBD) Guidelines 2021-2022, which is based on scientific evidence and provides guidance on physical activities and exercises aimed at individuals with type 1 and 2 diabetes. METHODS SBD designated 9 specialists from its "Department of Diabetes, Exercise & Sports" to author chapters on physical activities and exercises directed to individuals with type 1 and 2 diabetes. The aim of these chapters was to highlight recommendations in accordance with Evidence Levels, based on what is described in the literature. These chapters were analyzed by the SBD Central Committee, which is also responsible for the SBD 2021-2022 guidelines. Main clinical inquiries were selected to perform a narrated review by using MEDLINE via PubMed. Top available evidence, such as high-quality clinical trials, large observational studies and meta-analyses related to physical activity and exercise advisory, were analyzed. The adopted MeSh terms were [diabetes], [type 1 diabetes], [type 2 diabetes], [physical activity] [physical exercise]. RESULTS 17 recommendations were defined by the members. For this review, it was considered different Evidence Levels, as well as different Classes of Recommendations. As to Evidence Levels, the following levels were contemplated: Level A) More than one randomized clinical trial or a randomized clinical trial meta-analysis with low heterogeneity. Level B) Meta analysis with observational studies, one randomized clinical trial, sizeable observational studies and sub-groups analysis. Level C) Small non-randomized studies, cross-sectional studies, case control studies, guidelines or experts' opinions. In respect to Recommendation Classes, the following criteria were adopted: I. "Recommended": Meaning there was a consent of more than 90% of the panel; IIa. "Must be considered": meaning there is a general preference of the panel which 70-90% agrees; IIb. "Can be considered". 50-70% agrees; III Not recommended: There is a consensus that the intervention should not be performed. CONCLUSION Physical exercise aids on the glycemic control of type 2 diabetes individuals while also decreasing cardiovascular risk in individuals with type 1 and 2 diabetes. Individuals diagnosed with diabetes should perform combined aerobic and resistance exercises in order to manage the disease. In addition, exercises focusing on flexibility and balance should be specially addressed on elderly individuals. Diabetes individuals using insulin as therapeutic treatment should properly monitor glycemia levels before, during and after exercise sessions to minimize health incidents, such as hypoglycemia.
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Affiliation(s)
- William Valadares Campos Pereira
- Research Group on Physical Exercise and Non-Transmissible Chronic Diseases from the Physical Education School of the University of Pernambuco (UPE), Recife, Brazil
| | - Denise Maria Martins Vancea
- Research Group on Physical Exercise and Non-Transmissible Chronic Diseases from the Physical Education School of the University of Pernambuco (UPE), Recife, Brazil
- Physical Education School of the University of Pernambuco (UPE), Avenida Agamenon Magalhães, S/N-Santo Amaro, Recife,, PE CEP 50100-010 Brazil
| | - Ricardo de Andrade Oliveira
- Department of Obesity and Associated Diseases of the Brazilian Obesity Association (ABESO), Board of Directors of the Rio de Janeiro Society of Exercise Medicine and Sports, Rio de Janeiro, Brazil
| | | | | | - Wellington S. Silva Júnior
- Endocrinology Discipline, Department of Medicine I, Faculty of Medicine, Center of Biological Sciences, Federal University of Maranhão (UFMA), Praça Gonçalves Dias, 21, Centro, São Luís, MA CEP 65020-240 Brazil
| | | | | | - Marcello Casaccia Bertoluci
- Internal Medicine Department, Federal University of Rio Grande do Sul (UFRGS), Ramiro Barcelos, 2350 Building 12, 4th Floor, Porto Alegre, RS Brazil
- Endocrinology Division, Hospital de Clínicas de Porto Alegre (HCPA), Ramiro Barcelos, 2350 Building 12, 4th Floor, Porto Alegre, RS Brazil
| | - Roberto Luis Zagury
- Luiz Capriglione State Institute of Diabetes and Endocrinology (IEDE), Rio de Janeiro, Brazil
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Adolfsson P, Taplin CE, Zaharieva DP, Pemberton J, Davis EA, Riddell MC, McGavock J, Moser O, Szadkowska A, Lopez P, Santiprabhob J, Frattolin E, Griffiths G, DiMeglio LA. ISPAD Clinical Practice Consensus Guidelines 2022: Exercise in children and adolescents with diabetes. Pediatr Diabetes 2022; 23:1341-1372. [PMID: 36537529 PMCID: PMC10107219 DOI: 10.1111/pedi.13452] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/07/2022] [Indexed: 12/24/2022] Open
Affiliation(s)
- Peter Adolfsson
- Department of PediatricsKungsbacka HospitalKungsbackaSweden
- Institute of Clinical Sciences, Sahlgrenska AcademyUniversity of GothenburgGothenburgSweden
| | - Craig E. Taplin
- Department of Endocrinology and DiabetesPerth Children's HospitalNedlandsWestern AustraliaAustralia
- Telethon Kids InstituteUniversity of Western AustraliaPerthWestern AustraliaAustralia
- Centre for Child Health ResearchUniversity of Western AustraliaPerthWestern AustraliaAustralia
| | - Dessi P. Zaharieva
- Division of Endocrinology, Department of PediatricsSchool of Medicine, Stanford UniversityStanfordCaliforniaUSA
| | - John Pemberton
- Department of Endocrinology and DiabetesBirmingham Women's and Children's HospitalBirminghamUK
| | - Elizabeth A. Davis
- Department of Endocrinology and DiabetesPerth Children's HospitalNedlandsWestern AustraliaAustralia
- Telethon Kids InstituteUniversity of Western AustraliaPerthWestern AustraliaAustralia
- Centre for Child Health ResearchUniversity of Western AustraliaPerthWestern AustraliaAustralia
| | | | - Jonathan McGavock
- Faculty of Kinesiology and Recreation ManagementUniversity of ManitobaWinnipegManitobaCanada
- Diabetes Research Envisioned and Accomplished in Manitoba (DREAM) ThemeChildren's Hospital Research Institute of ManitobaWinnipegManitobaCanada
- Department of Pediatrics and Child HealthUniversity of ManitobaWinnipegManitobaCanada
- Diabetes Action Canada SPOR NetworkTorontoOntarioCanada
| | - Othmar Moser
- Division Exercise Physiology and Metabolism, Department of Sport ScienceUniversity of BayreuthBayreuthGermany
- Interdisciplinary Metabolic Medicine Trials Unit, Division of Endocrinology and Diabetology, Department of Internal MedicineMedical University of GrazGrazAustria
| | - Agnieszka Szadkowska
- Department of Pediatrics, Diabetology, Endocrinology & NephrologyMedical University of LodzLodzPoland
| | - Prudence Lopez
- Department of PaediatricsJohn Hunter Children's HospitalNewcastleNew South WalesAustralia
- University of NewcastleNewcastleNew South WalesAustralia
| | - Jeerunda Santiprabhob
- Siriraj Diabetes CenterFaculty of Medicine Siriraj Hospital, Mahidol UniversityBangkokThailand
- Division of Endocrinology and Metabolism, Department of PediatricsFaculty of Medicine Siriraj Hospital, Mahidol UniversityBangkokThailand
| | | | | | - Linda A. DiMeglio
- Department of Pediatrics, Division of Pediatric Endocrinology and DiabetologyIndiana University School of Medicine, Riley Hospital for ChildrenIndianapolisIndianaUSA
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Molveau J, Rabasa-Lhoret R, Myette-Côté É, Messier V, Suppère C, J. Potter K, Heyman E, Tagougui S. Prevalence of nocturnal hypoglycemia in free-living conditions in adults with type 1 diabetes: What is the impact of daily physical activity? Front Endocrinol (Lausanne) 2022; 13:953879. [PMID: 36237197 PMCID: PMC9551602 DOI: 10.3389/fendo.2022.953879] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 08/18/2022] [Indexed: 12/02/2022] Open
Abstract
Objective Studies investigating strategies to limit the risk of nocturnal hypoglycemia associated with physical activity (PA) are scarce and have been conducted in standardized, controlled conditions in people with type 1 diabetes (T1D). This study sought to investigate the effect of daily PA level on nocturnal glucose management in free-living conditions while taking into consideration reported mitigation strategies to limit the risk of nocturnal hyoglycemia in people with T1D. Methods Data from 25 adults (10 males, 15 females, HbA1c: 7.6 ± 0.8%), 20-60 years old, living with T1D, were collected. One week of continuous glucose monitoring and PA (assessed using an accelerometer) were collected in free-living conditions. Nocturnal glucose values (midnight-6:00 am) following an active day "ACT" and a less active day "L-ACT" were analyzed to assess the time spent within the different glycemic target zones (<3.9 mmol/L; 3.9 - 10.0 mmol/L and >10.0 mmol/L) between conditions. Self-reported data about mitigation strategies applied to reduce the risk of nocturnal hypoglycemia was also analyzed. Results Only 44% of participants reported applying a carbohydrate- or insulin-based strategy to limit the risk of nocturnal hypoglycemia on ACT day. Nocturnal hypoglycemia occurrences were comparable on ACT night versus on L-ACT night. Additional post-meal carbohydrate intake was higher on evenings following ACT (27.7 ± 15.6 g, ACT vs. 19.5 ± 11.0 g, L-ACT; P=0.045), but was frequently associated with an insulin bolus (70% of participants). Nocturnal hypoglycemia the night following ACT occurred mostly in people who administrated an additional insulin bolus before midnight (3 out of 5 participants with nocturnal hypoglycemia). Conclusions Although people with T1D seem to be aware of the increased risk of nocturnal hypoglycemia associated with PA, the risk associated with additional insulin boluses may not be as clear. Most participants did not report using compensation strategies to reduce the risk of PA related late-onset hypoglycemia which may be because they did not consider habitual PA as something requiring treatment adjustments.
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Affiliation(s)
- Joséphine Molveau
- Institut de recherches cliniques de Montréal, Montréal, QC, Canada
- Département de Nutrition, Faculté de Médecine, Université de Montréal, Montréal, QC, Canada
- Univ. Lille, Univ. Artois, Univ. Littoral Côte d’Opale, ULR 7369 - URePSSS - Unité de Recherche Pluridisciplinaire Sport Santé Société, Lille, France
| | - Rémi Rabasa-Lhoret
- Institut de recherches cliniques de Montréal, Montréal, QC, Canada
- Département de Nutrition, Faculté de Médecine, Université de Montréal, Montréal, QC, Canada
- Département des Sciences Biomédicales, Faculté de Médecine, Université de Montréal, Montreal, QC, Canada
- Endocrinology Division, Montreal Diabetes Research Center, Montréal, QC, Canada
| | - Étienne Myette-Côté
- Institut de recherches cliniques de Montréal, Montréal, QC, Canada
- Department of Applied Human Sciences, Faculty of Science, University of Prince Edward Island, Charlottetown, PE, Canada
| | - Virginie Messier
- Institut de recherches cliniques de Montréal, Montréal, QC, Canada
| | - Corinne Suppère
- Institut de recherches cliniques de Montréal, Montréal, QC, Canada
| | | | - Elsa Heyman
- Univ. Lille, Univ. Artois, Univ. Littoral Côte d’Opale, ULR 7369 - URePSSS - Unité de Recherche Pluridisciplinaire Sport Santé Société, Lille, France
- Institut Universitaire de France (IUF), Paris, France
| | - Sémah Tagougui
- Institut de recherches cliniques de Montréal, Montréal, QC, Canada
- Département de Nutrition, Faculté de Médecine, Université de Montréal, Montréal, QC, Canada
- Univ. Lille, Univ. Artois, Univ. Littoral Côte d’Opale, ULR 7369 - URePSSS - Unité de Recherche Pluridisciplinaire Sport Santé Société, Lille, France
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Bozdemir-Ozel C, Arikan H, Çalik-Kutukcu E, Karaduz BN, Inal-Ince D, Kabakci G, Dagdelen S. Energy expenditure and glucose-lowering effect of different exercise modalities in diabetes mellitus. Physiotherapy 2022; 117:97-103. [DOI: 10.1016/j.physio.2022.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 06/22/2022] [Accepted: 08/31/2022] [Indexed: 11/28/2022]
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De Ridder F, Ledeganck KJ, De Winter B, Braspenning R, Delbeke D, Renard E, Pozzilli P, Pieralice S, Vissers D, De Block C. Trends of glucose, lactate and ketones during anaerobic and aerobic exercise in subjects with type 1 diabetes: The ACTION-1 study. Diabetes Metab Res Rev 2022; 38:e3537. [PMID: 35533265 DOI: 10.1002/dmrr.3537] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 04/11/2022] [Accepted: 05/03/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND Exercise is part of type 1 diabetes (T1D) management due to its cardiovascular and metabolic benefits. However, despite using continuous glucose monitoring, many patients are reluctant to exercise because of fear for hypoglycaemia. AIMS We assessed trends in glucose, lactate and ketones during anaerobic and aerobic exercise in people with T1D and compared incremental area under the curve (AUC) between both exercises. METHODS Twenty-one men with T1D (median [IQR]: age 29 years [28-38], body mass index (BMI) 24.4 kg/m2 [22.3-24.9], HbA1c 7.2% [6.7-7.8]), completed a cardiopulmonary exercise test (CPET) and a 60-min aerobic exercise (AEX) at 60% VO2 peak on an ergometer bicycle within a 6-week period. Subjects consumed a standardised breakfast (6 kcal/kg, 20.2 g CHO/100 ml) before exercise without pre-meal insulin and basal insulin for pump users. RESULTS During CPET, glucose levels increased, peaking at 331 mg/dl [257-392] 1-3 h after exercise and reaching a nadir 6 h after exercise at 176 mg/dl [118-217]. Lactate levels peaked at 6.0 mmol/L [5.0-6.6] (max 13.5 mmol/L). During AEX, glucose levels also increased, peaking at 305 mg/dl [245-336] 80 min after exercise and reaching a nadir 6 h after exercise at 211 mg/dl [116-222]. Lactate levels rose quickly to a median of 4.3 mmol/L [2.7-6.7] after 10 min. Ketone levels were low during both tests (median ≤ 0.2 mmol/L). Lactate, but not glucose or ketone AUC, was significantly higher in CPET compared to AEX (p = 0.04). CONCLUSIONS Omitting pre-meal insulin and also basal insulin in pump users, did prevent hypoglycaemia but induced hyperglycaemia due to a too high carbohydrate ingestion. No ketosis was recorded during or after the exercises. CLINICAL TRIAL REGISTRATION ClinicalTrials.gov: NCT05097339.
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Affiliation(s)
- Francesca De Ridder
- Laboratory of Experimental Medicine and Paediatrics, Member of the Infla-Med Center of Excellence, University of Antwerp, Faculty of Medicine & Health Science, Antwerp, Belgium
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, Edegem, Belgium
| | - Kristien J Ledeganck
- Laboratory of Experimental Medicine and Paediatrics, Member of the Infla-Med Center of Excellence, University of Antwerp, Faculty of Medicine & Health Science, Antwerp, Belgium
| | - Benedicte De Winter
- Laboratory of Experimental Medicine and Paediatrics, Member of the Infla-Med Center of Excellence, University of Antwerp, Faculty of Medicine & Health Science, Antwerp, Belgium
| | - Rie Braspenning
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, Edegem, Belgium
| | | | - Eric Renard
- Department of Endocrinology, Diabetes and Nutrition, and Clinical Investigation Centre CIC INSERM1411, Montpellier University Hospital, Montpellier, France
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Paolo Pozzilli
- Department of Endocrinology and Metabolic Diseases, University Campus Bio-Medico, Rome, Italy
| | - Silvia Pieralice
- Department of Endocrinology and Metabolic Diseases, University Campus Bio-Medico, Rome, Italy
| | - Dirk Vissers
- University of Antwerp, Faculty of Medicine and Health Science, MOVANT Research Group, Antwerp, Belgium
| | - Christophe De Block
- Laboratory of Experimental Medicine and Paediatrics, Member of the Infla-Med Center of Excellence, University of Antwerp, Faculty of Medicine & Health Science, Antwerp, Belgium
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, Edegem, Belgium
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Pujalte G, Alhumaidi HM, Ligaray KPL, Vomer RP, Israni K, Abadin AA, Meek SE. Considerations in the Care of Athletes With Type 1 Diabetes Mellitus. Cureus 2022; 14:e22447. [PMID: 35345701 PMCID: PMC8942069 DOI: 10.7759/cureus.22447] [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] [Accepted: 02/21/2022] [Indexed: 11/12/2022] Open
Abstract
Type 1 diabetes mellitus is an autoimmune disease caused by affected individuals’ autoimmune response to their own pancreatic beta-cell. It affects millions of people worldwide. Exercise has numerous health and social benefits for patients with type 1 diabetes mellitus; however, careful management of blood glucose is crucial to minimize the risk of hypoglycemia and hyperglycemia. Anaerobic and aerobic exercises cause different glycemic responses during and after exercise, each of which will affect athletes’ ability to reach their target blood glucose ranges. The optimization of the patient’s macronutrient consumption, especially carbohydrates, the dosage of basal and short-acting insulin, and the frequent monitoring of blood glucose, will enable athletes to perform at peak levels while reducing their risk of dysglycemia. Despite best efforts, hypoglycemia can occur. Recognition of symptoms and rapid treatment with either fast-acting carbohydrates or glucagon is important. Continuous glucose monitoring devices have become more widely used in preventing hypoglycemia.
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Amirahmadi M, Salesi M, Yousefi R, Daryanosh F, Nemati J, Kurganov BI. The impact of concurrent training and antioxidant supplementation on the factors associated with the ocular lens opacity in diabetic rats. Arch Physiol Biochem 2022; 128:126-140. [PMID: 31573372 DOI: 10.1080/13813455.2019.1668019] [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] [Indexed: 10/25/2022]
Abstract
The current study was aimed to investigate the protective effect of vitamins C and E (VCE) supplementation, exercise, and their concurrent application against cataract incidence in the diabetic rats. The obtained results indicated that different supplementation and training treatments were capable to preserve the lens transparency in the diabetic rats. Also, upon applying different supplementation and training treatments, the level of glutathione (GSH) and activity of antioxidant enzymes in the diabetic rats was preserved approximately close to their control levels. In addition, different treatments were capable to maintain the structural integrity of the lens proteins in diabetic rats. Moreover, VCE supplementation, exercise and their simultaneous application prevented lens crystallins of diabetic rats against fibrillation and formation of the increased oligomeric sizes. The results of this study signify the importance of antioxidant supplementation and exercise in reducing the detrimental effects of hyperglycemia on the eye lenses.
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Affiliation(s)
- Mousa Amirahmadi
- Department of Sport Sciences, College of Education and Psychology, Shiraz University, Shiraz, Iran
| | - Mohsen Salesi
- Department of Sport Sciences, College of Education and Psychology, Shiraz University, Shiraz, Iran
| | - Reza Yousefi
- Protein Chemistry Laboratory (PCL), Department of Biology, College of Sciences, Shiraz University, Shiraz, Iran
| | - Farhad Daryanosh
- Department of Sport Sciences, College of Education and Psychology, Shiraz University, Shiraz, Iran
| | - Javad Nemati
- Department of Sport Sciences, College of Education and Psychology, Shiraz University, Shiraz, Iran
| | - Boris I Kurganov
- Laboratory of Structural Biochemistry of Proteins, Bach Institute of Biochemistry, Federal Research Centre "Fundamentals of Biotechnology" of the Russian Academy of Sciences, Moscow, Russia
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Kelly B. Nursing interventions for people with type 1 diabetes and frequent hypoglycaemia. Br J Community Nurs 2021; 26:544-552. [PMID: 34731035 DOI: 10.12968/bjcn.2021.26.11.544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Type 1 diabetes is a lifelong condition which affects all age ranges, for reasons unknown, and the UK has one of the highest incidences of this complex condition in the world. Type 1 diabetes is caused by autoimmune damage to the insulin-producing β-cells found in the pancreatic islet cells, leading to severe insulin deficiency. People with diabetes need to achieve a target glyosylated haemoglobin level to avoid macro- and microvascular complications, but there is the associated risk of hypoglycaemic events. These can vary in severity and consequences but will likely always cause worry for the person living with diabetes. There are many risk factors and reasons to be explored when looking at hypoglycaemia. This case study explores the nursing interventions that can be safely worked through and prioritised, within the community setting, to allow people with diabetes to be safe from severe hypoglycaemia, thus improving their quality of life and safety, as well as reducing costs for the NHS.
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Affiliation(s)
- Bethany Kelly
- Lead Clinical Diabetes Specialist Nurse, Wiltshire Health and Care
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Yang TY, Choi CY, Walter FA, Freet CS, Liang NC. Wheel running leads to sex-specific effects on Western diet-associated glucose homeostasis and brain insulin signaling without altering food-related impulsive choice. Nutr Neurosci 2021; 25:2547-2559. [PMID: 34633918 DOI: 10.1080/1028415x.2021.1986199] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVES There is a clear association between obesity and impulsivity. While exercise can suppress weight gain and decrease impulsive choice (IC), the relationship between impulsivity, the consumption of palatable, energy dense diets, and exercise is unclear. We examined IC before and after Western diet (WD) exposure in rats of both sexes and whether exercise would rescue any diet-mediated increases in IC. Our hypotheses were twofold: first, increased impulsivity would be associated with higher WD preference in a positive feedback loop and second, increased WD consumption would impair both peripheral and central insulin signaling, both of which exercise would attenuate. METHODS Following baseline assessment of IC through a delay discounting task, rats were divided into naïve, sedentary (Sed), or wheel running (WR) groups for a 5-week WR and two-diet choice period after which rats underwent an oral glucose (OGTT) and insulin tolerance test (ITT) in addition to a re-test of IC. Insulin induced Akt-GSK3β signaling in the brain was examined using western blot. RESULTS All Sed rats preferred the WD diet, and all WR rats initially avoided the WD but subsequently reversed their avoidance to preference with females reversing earlier than males. Exercise suppressed weight gain and adiposity to a greater extent in males than females. Only WR males showed improved glucose clearance during OGTT, but both male and female WR rats had a faster recovery of hypoglycemia during ITT. Furthermore, WR rescued WD-induced deficits in hypothalamic Akt-GSK3β signaling in males but not females. In the prefrontal cortex, however, WD and WR both reduced Akt-GSK3β signaling in males but not females. There were no sex differences in IC at baseline, and all rats made more impulsive choices during the re-test independent of diet, sex, or exercise. DISCUSSION The results suggest that while exercise may have a greater efficacy at attenuating diet-mediated metabolic dysregulation in males, it has some beneficial effects for females and highlights the need to develop sex-specific interventions for restoring energy balance.
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Affiliation(s)
- Tiffany Y Yang
- Department of Psychology, University of Illinois-Urbana Champaign, Champaign, IL, USA
| | - Chan Young Choi
- Department of Psychology, University of Illinois-Urbana Champaign, Champaign, IL, USA
| | - Francis A Walter
- Neuroscience Program, University of Illinois-Urbana Champaign, Champaign, IL, USA
| | - Christopher S Freet
- Department of Psychiatry, College of Medicine, Pennsylvania State University, Hershey, PA, USA
| | - Nu-Chu Liang
- Department of Psychology, University of Illinois-Urbana Champaign, Champaign, IL, USA.,Neuroscience Program, University of Illinois-Urbana Champaign, Champaign, IL, USA.,Division of Nutritional Sciences, University of Illinois-Urbana Champaign, Champaign, IL, USA
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20
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Physical Activity, Dietary Patterns, and Glycemic Management in Active Individuals with Type 1 Diabetes: An Online Survey. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18179332. [PMID: 34501920 PMCID: PMC8431360 DOI: 10.3390/ijerph18179332] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 08/18/2021] [Accepted: 08/31/2021] [Indexed: 12/19/2022]
Abstract
Individuals with type 1 diabetes (T1D) are able to balance their blood glucose levels while engaging in a wide variety of physical activities and sports. However, insulin use forces them to contend with many daily training and performance challenges involved with fine-tuning medication dosing, physical activity levels, and dietary patterns to optimize their participation and performance. The aim of this study was to ascertain which variables related to the diabetes management of physically active individuals with T1D have the greatest impact on overall blood glucose levels (reported as A1C) in a real-world setting. A total of 220 individuals with T1D completed an online survey to self-report information about their glycemic management, physical activity patterns, carbohydrate and dietary intake, use of diabetes technologies, and other variables that impact diabetes management and health. In analyzing many variables affecting glycemic management, the primary significant finding was that A1C values in lower, recommended ranges (<7%) were significantly predicted by a very-low carbohydrate intake dietary pattern, whereas the use of continuous glucose monitoring (CGM) devices had the greatest predictive ability when A1C was above recommended (≥7%). Various aspects of physical activity participation (including type, weekly time, frequency, and intensity) were not significantly associated with A1C for participants in this survey. In conclusion, when individuals with T1D are already physically active, dietary changes and more frequent monitoring of glucose may be most capable of further enhancing glycemic management.
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21
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Infante M, Baidal DA, Rickels MR, Fabbri A, Skyler JS, Alejandro R, Ricordi C. Dual-hormone artificial pancreas for management of type 1 diabetes: Recent progress and future directions. Artif Organs 2021; 45:968-986. [PMID: 34263961 PMCID: PMC9059950 DOI: 10.1111/aor.14023] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 06/09/2021] [Accepted: 06/14/2021] [Indexed: 02/06/2023]
Abstract
Over the last few years, technological advances have led to tremendous improvement in the management of type 1 diabetes (T1D). Artificial pancreas systems have been shown to improve glucose control compared with conventional insulin pump therapy. However, clinically significant hypoglycemic and hyperglycemic episodes still occur with the artificial pancreas. Postprandial glucose excursions and exercise-induced hypoglycemia represent major hurdles in improving glucose control and glucose variability in many patients with T1D. In this regard, dual-hormone artificial pancreas systems delivering other hormones in addition to insulin (glucagon or amylin) may better reproduce the physiology of the endocrine pancreas and have been suggested as an alternative tool to overcome these limitations in clinical practice. In addition, novel ultra-rapid-acting insulin analogs with a more physiological time-action profile are currently under investigation for use in artificial pancreas devices, aiming to address the unmet need for further improvements in postprandial glucose control. This review article aims to discuss the current progress and future outlook in the development of novel ultra-rapid insulin analogs and dual-hormone closed-loop systems, which offer the next steps to fully closing the loop in the artificial pancreas.
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Affiliation(s)
- Marco Infante
- Clinical Cell Transplant Program, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
- Division of Endocrinology, Metabolism and Diabetes, Department of Systems Medicine, CTO A. Alesini Hospital, Diabetes Research Institute Federation, University of Rome Tor Vergata, Rome, Italy
- UniCamillus, Saint Camillus International University of Health Sciences, Rome, Italy
| | - David A. Baidal
- Clinical Cell Transplant Program, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Michael R. Rickels
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Institute for Diabetes, Obesity and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Andrea Fabbri
- Division of Endocrinology, Metabolism and Diabetes, Department of Systems Medicine, CTO A. Alesini Hospital, Diabetes Research Institute Federation, University of Rome Tor Vergata, Rome, Italy
| | - Jay S. Skyler
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Rodolfo Alejandro
- Clinical Cell Transplant Program, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Camillo Ricordi
- Clinical Cell Transplant Program, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
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22
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McBey DP, Dotzert M, Melling CWJ. The effects of exercise training versus intensive insulin treatment on skeletal muscle fibre content in type 1 diabetes mellitus rodents. Lipids Health Dis 2021; 20:64. [PMID: 34229671 PMCID: PMC8262066 DOI: 10.1186/s12944-021-01494-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 06/24/2021] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Intensive-insulin treatment (IIT) strategy for patients with type 1 diabetes mellitus (T1DM) has been associated with sedentary behaviour and the development of insulin resistance. Exercising patients with T1DM often utilize a conventional insulin treatment (CIT) strategy leading to increased insulin sensitivity through improved intramyocellular lipid (IMCL) content. It is unclear how these exercise-related metabolic adaptations in response to exercise training relate to individual fibre-type transitions, and whether these alterations are evident between different insulin strategies (CIT vs. IIT). PURPOSE This study examined glycogen and fat content in skeletal muscle fibres of diabetic rats following exercise-training. METHODS Male Sprague-Dawley rats were divided into four groups: Control-Sedentary, CIT- and IIT-treated diabetic sedentary, and CIT-exercised trained (aerobic/resistance; DARE). After 12 weeks, muscle-fibre lipids and glycogen were compared through immunohistochemical analysis. RESULTS The primary findings were that both IIT and DARE led to significant increases in type I fibres when compared to CIT, while DARE led to significantly increased lipid content in type I fibres compared to IIT. CONCLUSIONS These findings indicate that alterations in lipid content with insulin treatment and DARE are primarily evident in type I fibres, suggesting that muscle lipotoxicity in type 1 diabetes is muscle fibre-type dependant.
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Affiliation(s)
- David P McBey
- School of Kinesiology, Western University, Medical Sciences Building 227, London, ON, N6A 3K7, Canada
| | - Michelle Dotzert
- School of Kinesiology, Western University, Medical Sciences Building 227, London, ON, N6A 3K7, Canada
| | - C W J Melling
- School of Kinesiology, Western University, Medical Sciences Building 227, London, ON, N6A 3K7, Canada.
- Department of Physiology and Pharmacology, Schulich School of Medicine, Western University, London, ON, Canada.
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23
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Responses to Low- and High-Intensity Exercise in Adolescents with Type 1 Diabetes in Relation to Their Level of VO 2 Max. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18020692. [PMID: 33467392 PMCID: PMC7830455 DOI: 10.3390/ijerph18020692] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 12/31/2020] [Accepted: 01/09/2021] [Indexed: 12/20/2022]
Abstract
The purpose of this study was to investigate the influence of maximal oxygen uptake (VO2 max) on the glycemic changes during low and high intensity exercises in young type 1 diabetic patients. Twenty boys (age: 14.3 ± 1.6 years; height: 171.0 ± 11.3 cm; weight; 59.5 ± 12.8 kg) were divided into low-fit group (LFG, n = 10) and high-fit group (HFG, n = 10). According to the experimental design, participants performed three physical efforts (VO2 max test, mixed aerobic-anaerobic effort and aerobic effort) on the cycloergometer, during which real-time glycemia was measured. Mixed aerobic-anaerobic exercise demanded significantly smaller carbohydrate supplementation (0.2 ± 0.2 g/kg during exercise) than the aerobic test session (0.4 ± 0.3 g/kg during exercise). Moreover, patients with higher VO2 max had lower tendency for glycemic changes during the aerobic effort. The results of the current study suggest that young type 1 diabetic patients should perform different intensity activities using continuous glycemic monitoring system to avoid acute and chronic complications of the disease.
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24
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Deichmann J, Bachmann S, Burckhardt MA, Szinnai G, Kaltenbach HM. Simulation-Based Evaluation of Treatment Adjustment to Exercise in Type 1 Diabetes. Front Endocrinol (Lausanne) 2021; 12:723812. [PMID: 34489869 PMCID: PMC8417413 DOI: 10.3389/fendo.2021.723812] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 07/26/2021] [Indexed: 01/26/2023] Open
Abstract
Regular exercise is beneficial and recommended for people with type 1 diabetes, but increased glucose demand and changes in insulin sensitivity require treatment adjustments to prevent exercise-induced hypoglycemia. Several different adjustment strategies based on insulin bolus reductions and additional carbohydrate intake have been proposed, but large inter- and intraindividual variability and studies using different exercise duration, intensity, and timing impede a direct comparison of their effects. In this study, we use a mathematical model of the glucoregulatory system and implement published guidelines and strategies in-silico to provide a direct comparison on a single 'typical' person on a standard day with three meals. We augment this day by a broad range of exercise scenarios combining different intensity and duration of the exercise session, and different timing with respect to adjacent meals. We compare the resulting blood glucose trajectories and use summary measures to evaluate the time-in-range and risk scores for hypo- and hyperglycemic events for each simulation scenario, and to determine factors that impede prevention of hypoglycemia events. Our simulations suggest that the considered strategies and guidelines successfully minimize the risk for acute hypoglycemia. At the same time, all adjustments substantially increase the risk of late-onset hypoglycemia compared to no adjustment in many cases. We also find that timing between exercise and meals and additional carbohydrate intake during exercise can lead to non-intuitive behavior due to superposition of meal- and exercise-related glucose dynamics. Increased insulin sensitivity appears as a major driver of non-acute hypoglycemic events. Overall, our results indicate that further treatment adjustment might be required both immediately following exercise and up to several hours later, but that the intricate interplay between different dynamics makes it difficult to provide generic recommendations. However, our simulation scenarios extend substantially beyond the original scope of each model component and proper model validation is warranted before applying our in-silico results in a clinical setting.
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Affiliation(s)
- Julia Deichmann
- Department of Biosystems Science and Engineering and Swiss Institute of Bioinformatics (SIB), ETH Zurich, Basel, Switzerland
- Life Science Zurich Graduate School, Zurich, Switzerland
| | - Sara Bachmann
- Pediatric Endocrinology and Diabetology, University Children’s Hospital Basel, and Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Marie-Anne Burckhardt
- Pediatric Endocrinology and Diabetology, University Children’s Hospital Basel, and Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Gabor Szinnai
- Pediatric Endocrinology and Diabetology, University Children’s Hospital Basel, and Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Hans-Michael Kaltenbach
- Department of Biosystems Science and Engineering and Swiss Institute of Bioinformatics (SIB), ETH Zurich, Basel, Switzerland
- *Correspondence: Hans-Michael Kaltenbach,
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25
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Francescato MP, Ajčević M, Accardo A. Carbohydrate Requirement for Exercise in Type 1 Diabetes: Effects of Insulin Concentration. J Diabetes Sci Technol 2020; 14:1116-1121. [PMID: 30767503 PMCID: PMC7645145 DOI: 10.1177/1932296819826962] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Physical activity is a keystone of a healthy lifestyle as well as of management of patients with type 1 diabetes. The risk of exercise-induced hypoglycemia, however, is a great challenge for these patients. The glycemic response to exercise depends upon several factors concerning the patient him/herself (eg, therapy, glycemic control, training level) and the characteristics of the exercise performed. Only in-depth knowledge of these factors will allow to develop individualized strategies minimizing the risk of hypoglycemia. The main factors affecting the exercise-induced hypoglycemia in patients with T1D have been analyzed, including the effects of insulin concentration. A model is discussed, which has the potential to become the basis for providing patients with individualized suggestions to keep constant glucose levels on each exercise occasion.
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Affiliation(s)
- Maria Pia Francescato
- Department of Medicine, University of Udine, Udine, Italy
- Maria Pia Francescato, MD, Department of Medicine, University of Udine, p. le M. Kolbe 4, 33100 Udine, Italy.
| | - Miloš Ajčević
- Department of Engineering and Architecture, University of Trieste, Trieste, Italy
| | - Agostino Accardo
- Department of Engineering and Architecture, University of Trieste, Trieste, Italy
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26
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Effect of a Padel Match on Biochemical and Haematological Parameters in Professional Players with Regard to Gender-Related Differences. SUSTAINABILITY 2020. [DOI: 10.3390/su12208633] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Haematological and biochemical parameters have not yet been analysed in professional padel players. The aim of this study was to determine the basal values of these parameters and to observe the effect of a simulated competition on them, including gender-related differences. A total of 14 male professional players (age: 28.2 ± 7.9 years), and 16 female professional players (age: 29.7 ± 3.7 years) participated in this study. Players were allowed to hydrate ad libitum during the matches. Haematological and biochemical values were obtained before and after a simulated competitive padel match. The men’s group showed higher baseline values in red blood cells, haematocrit, haemoglobin, urea, creatinine, uric acid, albumin, glutamic oxaloacetic transaminase (GOT), glutamic-pyruvic transaminase (GPT), lactate dehydrogenase (LDH) and creatine kinase (CK) (p < 0.01) than the women’s group. Attending to match effect, significant differences were obtained in urea, creatinine, CK and glucose (p < 0.05). Finally, the group x match interaction revealed significant differences in serum concentrations of sodium and chloride (p < 0.05). In conclusion, high-level padel matches provoke several changes in biochemical parameters related to muscle damage and protein catabolism. Recovery and fluid intake strategies could be added regarding gender. The results obtained could be due to the differences in the intensity and volume of the simulated competition.
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27
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Santos HO, Genario R, Macedo RCO, Pareek M, Tinsley GM. Association of breakfast skipping with cardiovascular outcomes and cardiometabolic risk factors: an updated review of clinical evidence. Crit Rev Food Sci Nutr 2020; 62:466-474. [PMID: 32935557 DOI: 10.1080/10408398.2020.1819768] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
"Eat breakfast like a king, lunch like a prince and dinner like a pauper" (Adelle Davis, 1904-1974) is a concept that appears to align with some contemporary evidence concerning the appropriate proportioning of daily meals. At the same time, with the popular and scientific dissemination of the concepts of intermittent fasting and time-restricted feeding, well-controlled clinical trials have emerged showing the safety or even possible benefits of skipping breakfast. In this comprehensive literature review, we discuss recent evidence regarding breakfast intake, cardiovascular outcomes and cardiovascular risk markers. Overall, breakfast omission appears to be associated with a higher risk for atherosclerotic and adverse cardiovascular outcomes. However, caution should be employed when deciphering these data as many complex, unmeasured confounders may have contributed. Unfortunately, long-term randomized, clinical trials with detailed dietary control that have assessed clinical outcomes are sparse. Notwithstanding the observational findings, current trials conducted so far-albeit apparently smaller number-have shown that breakfast addition in subjects who do not habitually consume this meal may increase body weight, particularly fat mass, through caloric excess, whereas skipping breakfast may be a feasible strategy for some people aiming for calorie restriction. To date, definitive benefits of breakfast omission or consumption are not supported by the best evidence-based research, and the question of whether skipping breakfast per se is causally associated with cardiovascular outcomes remains unresolved.
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Affiliation(s)
- Heitor O Santos
- School of Medicine, Federal University of Uberlandia (UFU), Uberlandia, Minas Gerais, Brazil
| | | | | | - Manan Pareek
- Department of Cardiology, North Zealand Hospital, Hilleroed, Denmark.,Department of Internal Medicine, Yale New Haven Hospital, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Grant M Tinsley
- Department of Kinesiology and Sport Management, Texas Tech University, Lubbock, Texas, USA
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28
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Frenzke H, Varnhorn A, Schulze H, Kahle-Stephan M, Nauck MA. A Prospective, Randomized Trial Testing Different Regimens of Carbohydrate Administration to Prevent Major Reduction in Plasma Glucose Follwing a Standardized Bout of Moderate Physical Activity in Patients with Type 1 Diabetes. Exp Clin Endocrinol Diabetes 2020; 130:77-84. [PMID: 32615613 DOI: 10.1055/a-1190-3614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
AIM/HYPOTHESIS It was the aim to prospectively study regimes of "preventive" carbohydrate administration to avoid major reduction in plasma glucose during physical activity. METHODS 24 patients with type 1 diabetes (age 41±12 years; 11 women, 13 men; BMI 26.5±4.7 kg/m2; HbA1c 9.1±1.5%; insulin dose 0.64±0.22 IU/kg body weight and day) participated in one experiment without physical activity and in three experiments with a 4 km, 60 min hike starting at 2 p.m.. No "preventive" carbohydrates, 2×10 g or 2×20 g carbohydrates (muesli bars) were taken when starting and after 30 min (randomized order). Plasma glucose was determined. RESULTS Within 30 min after starting physical activity, plasma glucose fell by approximately 70 mg/dl, making additional carbohydrate intake necessary in 70% of the subjects. This drop was not prevented by any regimens of "preventive" carbohydrate intake. After the nadir, plasma glucose rose faster after the 2×20 g carbohydrate regime (the largest amount tested; p=0.0036). With "preventive" administration of carbohydrates, significantly (p<0.05) less additional "therapeutic" carbohydrates needed to be administered in 6 h following the initiation of the hike. CONCLUSIONS/INTERPRETATION In conclusion, in the setting of 2 h postprandial exercise in type 1 diabetes, preventive carbohydrate supplementation alone will not completely eliminate the risk of brisk falls in plasma glucose concentrations or hypoglycaemic episodes. Else, higher amounts or repeated administration of carbohydrates may be necessary.
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Affiliation(s)
- Hanna Frenzke
- Diabeteszentrum Bad Lauterberg im Harz, Germany (where work was performed).,(current affiliation) Medicover MVZ Oldenburg, Oldenburg, Germany
| | - Annette Varnhorn
- Diabeteszentrum Bad Lauterberg im Harz, Germany (where work was performed)
| | - Heike Schulze
- Diabeteszentrum Bad Lauterberg im Harz, Germany (where work was performed)
| | | | - Michael A Nauck
- Diabeteszentrum Bad Lauterberg im Harz, Germany (where work was performed).,(current affiliation) Diabetes Division, Katholisches Klinikum Bochum, St. Josef-Hospital (Ruhr-University Bochum), Bochum, Germany
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29
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Cockcroft EJ, Narendran P, Andrews RC. Exercise‐induced hypoglycaemia in type 1 diabetes. Exp Physiol 2020; 105:590-599. [DOI: 10.1113/ep088219] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Accepted: 11/26/2019] [Indexed: 12/30/2022]
Affiliation(s)
| | - P. Narendran
- Department of DiabetesUniversity Hospitals Birmingham NHS Foundation Trust Birmingham UK
- Institute of Immunology and ImmunotherapyUniversity of Birmingham Birmingham UK
| | - R. C. Andrews
- University of Exeter Medical School Exeter UK
- Department of DiabetesTaunton and Somerset NHS Foundation Trust Taunton UK
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30
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Klaprat NMD, Askin N, MacIntosh A, Brunton N, Hay JL, Yardley JE, Marks SD, Sibley KM, Duhamel TA, McGavock JM. Filling gaps in type 1 diabetes and exercise research: a scoping review and priority-setting project. BMJ Open Diabetes Res Care 2020; 8:e001023. [PMID: 32139601 PMCID: PMC7059416 DOI: 10.1136/bmjdrc-2019-001023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 12/19/2019] [Accepted: 01/22/2020] [Indexed: 12/22/2022] Open
Abstract
Our team examined the characteristics of patient engagement (PE) practices in exercise-based randomized trials in type 1 diabetes (T1D), and facilitated T1D stakeholders in determining the top 10 list of priorities for exercise research. Two methodological approaches were employed: a scoping review and a modified James Lind Alliance priority-setting partnership. Published (Medline, Embase, CINAHL and Central databases) and grey literature (www.clinicaltrials.gov) were searched to identify randomized controlled trials of exercise interventions lasting minimum 4 weeks and available in English. We extracted information on PE and patient-reported outcomes (PROs) to identify if patient perspectives had been implemented. Based on results, we set out to determine exercise research priorities as a first step towards a patient-engaged research agenda. An online survey was distributed across Canada to collect research questions from patients, caregivers and healthcare providers. We qualitatively analyzed submitted questions and compiled a long list that a 12-person stakeholder steering committee used to identify the top 10 priority research questions. Of 9962 identified sources, 19 published trials and 4 trial registrations fulfilled inclusion criteria. No evidence of PE existed in any included study. Most commonly measured PROs were frequency of hypoglycemia (n=7) and quality of life (n=4). The priority-setting survey yielded 194 submitted research questions. Steering committee rankings identified 10 priorities focused on lifestyle factors and exercise modifications to maintain short-term glycemic control. Recent exercise-based randomized trials in T1D have not included PE and PROs. Patient priorities for exercise research have yet to be addressed with adequately designed clinical trials.
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Affiliation(s)
- Nika M D Klaprat
- Diabetes Research Envisioned and Accomplished in Manitoba (DREAM) Theme, University of Manitoba, Children's Hospital Research Institute of Manitoba, Winnipeg, Manitoba, Canada
- Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Nicole Askin
- Neil John Maclean Library, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Andrea MacIntosh
- Diabetes Research Envisioned and Accomplished in Manitoba (DREAM) Theme, University of Manitoba, Children's Hospital Research Institute of Manitoba, Winnipeg, Manitoba, Canada
- Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Nicole Brunton
- Diabetes Research Envisioned and Accomplished in Manitoba (DREAM) Theme, University of Manitoba, Children's Hospital Research Institute of Manitoba, Winnipeg, Manitoba, Canada
- Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Jacqueline L Hay
- Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
- Albrechtsen Research Centre, St Boniface Hospital Research, Winnipeg, Manitoba, Canada
| | - Jane E Yardley
- Faculty of Kinesiology, Sport and Recreation, University of Alberta-Augustana Campus, Camrose, Alberta, Canada
- Alberta Diabetes Institute, Edmonton, Alberta, Canada
| | - Seth D Marks
- Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
- Diabetes Education Resource for Children and Adolescents, Winnipeg, Manitoba, Canada
| | - Kathryn M Sibley
- Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
- George and Fay Yee Centre for Healthcare Innovation, Winnipeg, Manitoba, Canada
| | - Todd A Duhamel
- Albrechtsen Research Centre, St Boniface Hospital Research, Winnipeg, Manitoba, Canada
- Faculty of Kinesiology and Recreation Management, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Jonathan M McGavock
- Diabetes Research Envisioned and Accomplished in Manitoba (DREAM) Theme, University of Manitoba, Children's Hospital Research Institute of Manitoba, Winnipeg, Manitoba, Canada
- Diabetes Action Canada SPOR Network, Toronto, Ontario, Canada
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31
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Nolan J, Rush A, Kaye J. Glycaemic stability of a cyclist with Type 1 diabetes: 4011 km in 20 days on a ketogenic diet. Diabet Med 2019; 36:1503-1507. [PMID: 31197870 DOI: 10.1111/dme.14049] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/11/2019] [Indexed: 11/28/2022]
Abstract
BACKGROUND Maintaining glycaemic control during exercise presents a significant challenge for people living with Type 1 diabetes. Significant glycaemic variability has been observed in athletes with Type 1 diabetes in competitive contexts. While very-low-carbohydrate ketogenic diets have been shown to minimize glycaemic excursions, no published data have examined if this translates to exercise. CASE REPORT We report the case of a 37-year-old man with Type 1 diabetes who successfully undertook a 4011 km cycle across Australia over 20 consecutive days whilst consuming a very-low-carbohydrate ketogenic diet. Continuous glucose monitoring data capture was 98.4% for the ride duration and showed remarkable glycaemic stability, with a standard deviation of 2.1 mmol/l (average interstitial glucose 6.1 mmol/l) and 80.4% of time spent within a range of 3.9-10 mmol/l. Interstitial glucose was <3 mmol/l for 2.1% of this time, with only a single episode of symptomatic hypoglycaemia prompting brief interruption of exercise for carbohydrate administration. CONCLUSION This case demonstrates the viability of a very-low-carbohydrate ketogenic diet in an individual with Type 1 diabetes undertaking exercise. While the effect of a very-low-carbohydrate ketogenic diet is yet to be examined more broadly in athletes with Type 1 diabetes, the glycaemic stability observed suggests that fat adaptation may attenuate glycaemic swings and reduce reliance on carbohydrate consumption during exercise for maintaining euglycaemia.
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Affiliation(s)
- J Nolan
- Department of Endocrinology and Diabetes, Sir Charles Gairdner Hospital, Nedlands
| | - A Rush
- Type 1 Diabetes Family Centre, Osborne Park, WA, Australia
| | - J Kaye
- Department of Endocrinology and Diabetes, Sir Charles Gairdner Hospital, Nedlands
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Reddy R, Resalat N, Wilson LM, Castle JR, El Youssef J, Jacobs PG. Prediction of Hypoglycemia During Aerobic Exercise in Adults With Type 1 Diabetes. J Diabetes Sci Technol 2019; 13:919-927. [PMID: 30650997 PMCID: PMC6955453 DOI: 10.1177/1932296818823792] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
BACKGROUND Fear of exercise related hypoglycemia is a major reason why people with type 1 diabetes (T1D) do not exercise. There is no validated prediction algorithm that can predict hypoglycemia at the start of aerobic exercise. METHODS We have developed and evaluated two separate algorithms to predict hypoglycemia at the start of exercise. Model 1 is a decision tree and model 2 is a random forest model. Both models were trained using a meta-data set based on 154 observations of in-clinic aerobic exercise in 43 adults with T1D from 3 different studies that included participants using sensor augmented pump therapy, automated insulin delivery therapy, and automated insulin and glucagon therapy. Both models were validated using an entirely new validation data set with 90 exercise observations collected from 12 new adults with T1D. RESULTS Model 1 identified two critical features predictive of hypoglycemia during exercise: heart rate and glucose at the start of exercise. If heart rate was greater than 121 bpm during the first 5 min of exercise and glucose at the start of exercise was less than 182 mg/dL, it predicted hypoglycemia with 79.55% accuracy. Model 2 achieved a higher accuracy of 86.7% using additional features and higher complexity. CONCLUSIONS Models presented here can assist people with T1D to avoid exercise related hypoglycemia. The simple model 1 heuristic can be easily remembered (the 180/120 rule) and model 2 is more complex requiring computational resources, making it suitable for automated artificial pancreas or decision support systems.
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Affiliation(s)
- Ravi Reddy
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
| | - Navid Resalat
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
| | - Leah M. Wilson
- Department of Medicine, Division of Endocrinology, Harold Schnitzer Diabetes Health Center Oregon, Health & Science University, Portland, OR, USA
| | - Jessica R. Castle
- Department of Medicine, Division of Endocrinology, Harold Schnitzer Diabetes Health Center Oregon, Health & Science University, Portland, OR, USA
| | - Joseph El Youssef
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
- Department of Medicine, Division of Endocrinology, Harold Schnitzer Diabetes Health Center Oregon, Health & Science University, Portland, OR, USA
| | - Peter G. Jacobs
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
- Peter G. Jacobs, PhD, Department of Biomedical Engineering, Oregon Health & Science University, 3303 SW Bond Ave, Mailstop: 13B, Portland, OR 97239, USA.
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Jesus ÍCD, Mascarenhas LPG, Lima VAD, Decimo JP, Nesi-França S, Leite N. MAXIMAL FAT OXIDATION DURING AEROBIC EXERCISE IN ADOLESCENTS WITH TYPE 1 DIABETES. REV BRAS MED ESPORTE 2019. [DOI: 10.1590/1517-869220192504189259] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
ABSTRACT Objective: To compare maximal fat oxidation rates (FATMAX) and analyze their association with cardiorespiratory fitness in adolescents with type 1 diabetes mellitus (T1DM). Methods: Twenty-two male and female adolescents aged between 11 to 17 years, following clinical and anthropometric evaluations, were assigned to the diabetic group (DG; n = 10) or control group (CG; n = 12). Cardiorespiratory fitness was determined by maximal oxygen uptake (VO2max) during a maximal aerobic test on a cycle ergometer using the Balke protocol. Maximal fat oxidation (FATMAX) was determined by the respiratory exchange ratio proposed in the Lusk table. Results: Adolescents in the DG had lower mean FATMAX (p<0.01) and %VO2FATMAX (p=0.001) values when compared with those in the CG. FATMAX values were inversely correlated with serum glycosylated hemoglobin (HbA1c) levels (r= −0.77) and directly correlated with BMI z-scores (r=0.76), while %VO2FATMAX results were correlated with age (r=0.81), BMI z-scores (r=0.65), and VO2max values (r=0.81). On multiple linear regression, HbA1c values explained 54% (adjusted r²=0.54, p=0.009) and BMI z-scores explained 3.1% (adjusted r²=-0.031, p=0.009) of the variation in FATMAX in the DG. Adolescents with T1DM had similar cardiorespiratory fitness and lower FATMAX rates (35±11 VO2max) when compared with controls (60±12 VO2max). Conclusion: These results suggest lower fat oxidation rates and greater use of glucose as an energy substrate during exercise and worse control in T1DM. Therefore, results may contribute to appropriate exercise prescription in T1DM, after verifying exercise intensity to reduce hypoglycemia risk. Level of evidence III; Case-control study.
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Affiliation(s)
| | | | - Valderi Abreu de Lima
- Universidade Estadual do Centro Oeste, Brazil; Universidade Federal do Paraná, Brazil
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Trout KK, McCool WF, Homko CJ. Person-Centered Primary Care and Type 2 Diabetes: Beyond Blood Glucose Control. J Midwifery Womens Health 2019; 64:312-323. [PMID: 31066495 DOI: 10.1111/jmwh.12973] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Revised: 02/15/2019] [Accepted: 02/20/2019] [Indexed: 11/28/2022]
Abstract
With an estimated 9% of persons in the United States diagnosed with diabetes, primary care providers such as midwives and nurse practitioners are increasingly working with persons who have diabetes and are seeking primary care services. This article reviews the current literature with regard to the initial evaluation of individuals who are diagnosed with diabetes, and what is entailed in comprehensive continuing management of care. A person-centered interprofessional approach to care of the person with diabetes is presented. Recommendations are given that address dietary habits, activities of daily living, medication regimens, and potential alternative therapies. Social constructs related to effective care of individuals with diabetes also are addressed. Knowledge of current research that has identified effective care practices for individuals with diabetes is imperative to ensuring their well-being, and promoting a person-centered and interprofessional approach is best for offering optimal care to those diagnosed with diabetes.
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Affiliation(s)
- Kimberly K Trout
- Department of Family and Community Health, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania
| | - William F McCool
- Department of Family and Community Health, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania
| | - Carol J Homko
- Division of Endocrinology, Metabolism & Diabetes, Temple University School of Medicine, Philadelphia, Pennsylvania
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Klaprat N, MacIntosh A, McGavock JM. Gaps in Knowledge and the Need for Patient-Partners in Research Related to Physical Activity and Type 1 Diabetes: A Narrative Review. Front Endocrinol (Lausanne) 2019; 10:42. [PMID: 30787908 PMCID: PMC6372552 DOI: 10.3389/fendo.2019.00042] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 01/17/2019] [Indexed: 12/12/2022] Open
Abstract
Regular physical activity (PA) is a cornerstone in the management of complications associated with type 1 diabetes (T1D). Most national guidelines advocate for regular PA for persons living with T1D, however the evidence to support these recommendations has not be reviewed recently. Additionally, in an era of patient-centered care and patient oriented research, the role of patient partners in the area of PA and T1D interventions has never been explored. The purpose of this narrative review is to overcome these two gaps in the literature. Here we review selected epidemiological evidence and identify gaps in research that would add important information to guide practitioners and future guidelines. We also provide an overview of patient-oriented research projects co-developed with persons living with T1D. Significant gaps in the field include: (1) a lack of adequately powered prospective cohort studies using serial measures of PA and hard chronic disease end-points; (2) no multi-centered, highly powered, randomized controlled trials of PA, and long-term health outcomes; (3) little data on the role of new technologies to support PA-related behavior change, and (4) no trials that involved patients in the design and execution of PA-based clinical trials. This review provides a template for scientists and patient partners to develop future research priorities and agendas in the field.
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Affiliation(s)
- Nika Klaprat
- Faculty of Kinesiology and Recreation Management, University of Manitoba, Winnipeg, MB, Canada
- Diabetes Research Envisioned and Accomplished in Manitoba (DREAM) Theme, Children's Hospital Research Institute of Manitoba, Winnipeg, MB, Canada
| | - Andrea MacIntosh
- Diabetes Research Envisioned and Accomplished in Manitoba (DREAM) Theme, Children's Hospital Research Institute of Manitoba, Winnipeg, MB, Canada
- Department of Pediatrics and Child Health, Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Jonathan M. McGavock
- Faculty of Kinesiology and Recreation Management, University of Manitoba, Winnipeg, MB, Canada
- Diabetes Research Envisioned and Accomplished in Manitoba (DREAM) Theme, Children's Hospital Research Institute of Manitoba, Winnipeg, MB, Canada
- Department of Pediatrics and Child Health, Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Diabetes Action Canada SPOR Network, Toronto, ON, Canada
- *Correspondence: Jonathan M. McGavock
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Chetty T, Shetty V, Fournier PA, Adolfsson P, Jones TW, Davis EA. Exercise Management for Young People With Type 1 Diabetes: A Structured Approach to the Exercise Consultation. Front Endocrinol (Lausanne) 2019; 10:326. [PMID: 31258513 PMCID: PMC6587067 DOI: 10.3389/fendo.2019.00326] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Accepted: 05/07/2019] [Indexed: 12/11/2022] Open
Abstract
Regular physical activity during childhood is important for optimal physical and psychological development. For individuals with Type 1 Diabetes (T1D), physical activity offers many health benefits including improved glycemic control, cardiovascular function, blood lipid profiles, and psychological well-being. Despite these benefits, many young people with T1D do not meet physical activity recommendations. Barriers to engaging in a physically active lifestyle include fear of hypoglycemia, as well as insufficient knowledge in managing diabetes around exercise in both individuals and health care professionals. Diabetes and exercise management is complex, and many factors can influence an individual's glycemic response to exercise including exercise related factors (such as type, intensity and duration of the activity) and person specific factors (amount of insulin on board, person's stress/anxiety and fitness levels). International guidelines provide recommendations for clinical practice, however a gap remains in how to apply these guidelines to a pediatric exercise consultation. Consequently, it can be challenging for health care practitioners to advise young people with T1D how to approach exercise management in a busy clinic setting. This review provides a structured approach to the child/adolescent exercise consultation, based on a framework of questions, to assist the health care professional in formulating person-specific exercise management plans for young people with T1D.
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Affiliation(s)
- Tarini Chetty
- Children's Diabetes Centre, Perth Children's Hospital, Perth, WA, Australia
- *Correspondence: Tarini Chetty
| | - Vinutha Shetty
- Children's Diabetes Centre, Perth Children's Hospital, Perth, WA, Australia
- UWA Centre for Child Health Research, University of Western Australia, Perth, WA, Australia
| | - Paul Albert Fournier
- School of Human Sciences, University of Western Australia, Perth, WA, Australia
- Telethon Kids Institute, Perth Children's Hospital, Perth, WA, Australia
| | - Peter Adolfsson
- Department of Pediatrics, The Hospital of Halland, Kungsbacka, Sweden
- Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Timothy William Jones
- Children's Diabetes Centre, Perth Children's Hospital, Perth, WA, Australia
- UWA Centre for Child Health Research, University of Western Australia, Perth, WA, Australia
- Telethon Kids Institute, Perth Children's Hospital, Perth, WA, Australia
| | - Elizabeth Ann Davis
- Children's Diabetes Centre, Perth Children's Hospital, Perth, WA, Australia
- UWA Centre for Child Health Research, University of Western Australia, Perth, WA, Australia
- Telethon Kids Institute, Perth Children's Hospital, Perth, WA, Australia
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Andrade EF, de Oliveira Silva V, Orlando DR, Pereira LJ. Mechanisms Involved in Glycemic Control Promoted by Exercise in Diabetics. Curr Diabetes Rev 2019; 15:105-110. [PMID: 29446746 DOI: 10.2174/1573399814666180214144717] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 01/22/2018] [Accepted: 01/31/2018] [Indexed: 01/14/2023]
Abstract
INTRODUCTION Diabetes mellitus is a metabolic disease characterized by high glycemic levels for long periods. This disease has a high prevalence in the world population, being currently observed an increase in its incidence. This fact is mainly due to the sedentary lifestyle and hypercaloric diets. Non-pharmacological interventions for glycemic control include exercise, which promotes changes in skeletal muscle and adipocytes. Thus, increased glucose uptake by skeletal muscle and decreased insulin resistance through modulating adipocytes are the main factors that improve glycemic control against diabetes. CONCLUSION It was sought to elucidate mechanisms involved in the improvement of glycemic control in diabetics in front of the exercise.
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Affiliation(s)
| | | | - Débora Ribeiro Orlando
- Department of Agricultural Sciences, Federal University of Jequitinhonha and Mucuri Valleys, Unai, Brazil
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Farinha JB, Macedo CEO, Rodrigues-Krause J, Krüger RL, Boeno FP, Macedo RCO, Queiroz JN, Teixeira BC, Reischak-Oliveira A. Effects of Two Combined Exercise Designs Associated With High-Fat Meal Consumption on Postprandial Lipemia, Insulinemia, and Oxidative Stress. J Strength Cond Res 2018; 32:1422-1430. [PMID: 28486335 DOI: 10.1519/jsc.0000000000001984] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Farinha, JB, Macedo, CEO, Rodrigues-Krause, J, Krüger, RL, Boeno, FP, Macedo, RCO, Queiroz, JN, Teixeira, BC, and Reischak-Oliveira, A. Effects of two combined exercise designs associated with high-fat meal consumption on postprandial lipemia, insulinemia, and oxidative stress. J Strength Cond Res 32(5): 1422-1430, 2018-Impaired postprandial lipemia (PPL) response after the consumption of a high-fat meal (HFM) is linked to diabetes, oxidative stress, and cardiovascular events. The aim of this study was to investigate lipid and glucose metabolism and oxidative stress responses of 2 different combined exercise designs associated with HFM consumption. Eleven healthy and physically active men (27.36 ± 5.04 years) participated in this study. After the pretrial visits, participants were randomly assigned to perform 2-day trials in 3 different conditions (interspaced by at least 1 week): resting (REST), circuit combined exercise (CIRC), or traditional combined exercise (COMB), on the evening of day 1. On the morning of day 2, an HFM was provided and blood samples were obtained before and after 1, 3, and 5 hours of HFM consumption. No differences were found with respect to glucose, thiobarbituric acid-reactive substances, or total thiol levels in between time points or conditions. One-way analysis of variance demonstrated a difference between REST and CIRC (p = 0.029; reduction of 35.29%) and between REST and COMB (p = 0.041; reduction of 33.41%) conditions with incremental area under the curve (iAUC) for triacylglycerol levels. A difference between REST and CIRC (p = 0.03; reduction of 34.22%) conditions in terms of iAUC for insulin was also found. Both CIRC and COMB exercise designs can reduce PPL associated with HFM consumption. Moreover, CIRC reduces the iAUC for insulin, suggesting additional benefits for prescribing this type of exercise.
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Affiliation(s)
- Juliano B Farinha
- School of Physical Education, Physiotherapy and Dance, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Carlos Ernani O Macedo
- School of Physical Education, Physiotherapy and Dance, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Josianne Rodrigues-Krause
- School of Physical Education, Physiotherapy and Dance, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Renata L Krüger
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Francesco P Boeno
- School of Physical Education, Physiotherapy and Dance, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Rodrigo C O Macedo
- School of Physical Education, Physiotherapy and Dance, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Jéssica N Queiroz
- School of Physical Education, Physiotherapy and Dance, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Bruno C Teixeira
- Physical Education School, Integrated Regional University of Upper Uruguay and Missions, São Luiz Gonzaga, Brazil
| | - Alvaro Reischak-Oliveira
- School of Physical Education, Physiotherapy and Dance, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
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Hasan S, Shaw SM, Gelling LH, Kerr CJ, Meads CA. Exercise modes and their association with hypoglycemia episodes in adults with type 1 diabetes mellitus: a systematic review. BMJ Open Diabetes Res Care 2018; 6:e000578. [PMID: 30397494 PMCID: PMC6203053 DOI: 10.1136/bmjdrc-2018-000578] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 08/07/2018] [Accepted: 08/16/2018] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE Type 1 diabetes mellitus rates are rising worldwide. The health benefits of physical exercise in this condition are many, but more than 60% do not participate, mainly from fear of hypoglycemia. This systematic review explores the effects of physical exercise modes on blood glucose levels in adults for hypoglycemia prevention. RESEARCH DESIGN AND METHODS Predefined inclusion criteria were randomized or non-randomized cross-over trials of healthy non-obese adults with type 1 diabetes mellitus. Exercise interventions used standardized protocols of intensity and timing. Outcomes included hypoglycemia during or after exercise, and acute glycemic control. Medline, Cumulative Index to Nursing and Allied Health Literature, Allied and Complementary Medicine Database, SPORTDiscus, CochraneCENTRAL (1990 to 11 January 2018), and Embase (1988 to 9 April 2018) were searched using keywords and Medical Subject Heading (MeSH) terms. Inclusions, data extraction and quality assessment using the Critical Appraisal Skills Programme checklists were done by one researcher and checked by a second. Review Manager (V.5.3) was used for meta-analysis where four or more outcomes were reported. RESULTS From 5459 citations, we included 15 small cross-over studies (3 non-randomized), 13 assessing aerobic (intermittent high-intensity exercise (IHE) vs continuous, or continuous vs rest) and 2 assessing resistance exercise versus rest. Study quality was good, and all outcome measures were reported. Thirteen gave hypoglycemia results, of which five had no episodes. Meta-analysis of hypoglycemia during or after IHE compared with continuous exercise showed no significant differences (n=5, OR=0.68 (95% CI 0.16 to 2.86), I2=56%). For blood glucose there was little difference between groups at any time point. CONCLUSION IHE may be safer than continuous exercise because of lesser decline in blood glucose, but more research needs to demonstrate if this would be reflected in hypoglycemic episode rates. TRIAL REGISTRATION NUMBER CRD42018068358.
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Affiliation(s)
- Saima Hasan
- Faculty of Health, Social Care and Education (FHSCE), Anglia Ruskin University, Cambridge, UK
| | - Sian M Shaw
- Faculty of Health, Social Care and Education (FHSCE), Anglia Ruskin University, Cambridge, UK
| | - Leslie H Gelling
- Faculty of Health, Social Care and Education (FHSCE), Anglia Ruskin University, Cambridge, UK
| | | | - Catherine A Meads
- Faculty of Health, Social Care and Education (FHSCE), Anglia Ruskin University, Cambridge, UK
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Dotzert MS, McDonald MW, Murray MR, Nickels JZ, Noble EG, Melling CWJ. Effect of Combined Exercise Versus Aerobic-Only Training on Skeletal Muscle Lipid Metabolism in a Rodent Model of Type 1 Diabetes. Can J Diabetes 2017; 42:404-411. [PMID: 29212609 DOI: 10.1016/j.jcjd.2017.09.013] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Revised: 09/10/2017] [Accepted: 09/25/2017] [Indexed: 12/18/2022]
Abstract
OBJECTIVES Abnormal skeletal muscle lipid metabolism is associated with insulin resistance in people with type 1 diabetes. Although lipid metabolism is restored with aerobic exercise training, the risk for postexercise hypoglycemia is increased with this modality. Integrating resistance and aerobic exercise is associated with reduced hypoglycemic risk; however, the effects of this exercise modality on lipid metabolism and insulin resistance remain unknown. We compared the effects of combined (aerobic + resistance) versus aerobic exercise training on oxidative capacity and muscle lipid metabolism in a rat model of type 1 diabetes. METHODS Male Sprague-Dawley rats were divided into 4 groups: sedentary control (C), sedentary control + diabetes (CD), diabetes + high-intensity aerobic exercise (DAE) and diabetes + combined aerobic and resistance exercise (DARE). Following diabetes induction (20 mg/kg streptozotocin over five days), DAE rats ran for 12 weeks (5 days/week for 1 hour) on a motorized treadmill (27 m/min at a 6-degree grade), and DARE rats alternated daily between running and incremental weighted ladder climbing. RESULTS After training, DAE showed reduced muscle CD36 protein content and lipid content compared to CD (p≤0.05). DAE rats also had significantly increased citrate synthase (CS) activity compared to CD (p≤0.05). DARE rats showed reduced CD36 protein content compared to CD and increased CS activity compared to CD and DAE rats (p≤0.05). DARE rats demonstrated increased skeletal muscle lipid staining, elevated lipin-1 protein content and insulin sensitivity (p≤0.05). CONCLUSIONS Integration of aerobic and resistance exercise may exert a synergistic effect, producing adaptations characteristic of the "athlete's paradox," including increased capacity to store and oxidize lipids.
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Affiliation(s)
- Michelle S Dotzert
- Exercise Biochemistry Laboratory, School of Kinesiology, Western University, London, Ontario, Canada
| | - Matthew W McDonald
- Exercise Biochemistry Laboratory, School of Kinesiology, Western University, London, Ontario, Canada
| | - Michael R Murray
- Exercise Biochemistry Laboratory, School of Kinesiology, Western University, London, Ontario, Canada
| | - J Zachary Nickels
- Exercise Biochemistry Laboratory, School of Kinesiology, Western University, London, Ontario, Canada
| | - Earl G Noble
- Exercise Biochemistry Laboratory, School of Kinesiology, Western University, London, Ontario, Canada; Lawson Health Research Institute, London, Ontario, Canada
| | - C W James Melling
- Exercise Biochemistry Laboratory, School of Kinesiology, Western University, London, Ontario, Canada.
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Cho E, Mohammadifar M, Choi S. A Single-Use, Self-Powered, Paper-Based Sensor Patch for Detection of Exercise-Induced Hypoglycemia. MICROMACHINES 2017; 8:mi8090265. [PMID: 30400457 PMCID: PMC6189796 DOI: 10.3390/mi8090265] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Revised: 08/23/2017] [Accepted: 08/27/2017] [Indexed: 11/21/2022]
Abstract
We report a paper-based self-powered sensor patch for prevention and management of exercise-induced hypoglycemia. The article describes the fabrication, in vitro, and in vivo characterization of the sensor for glucose monitoring in human sweat. This wearable, non-invasive, single-use biosensor integrates a vertically stacked, paper-based glucose/oxygen enzymatic fuel cell into a standard Band-Aid adhesive patch. The paper-based device attaches directly to skin, wicks sweat by using capillary forces to a reservoir where chemical energy is converted to electrical energy, and monitors glucose without external power and sophisticated readout instruments. The device utilizes (1) a 3-D paper-based fuel cell configuration, (2) an electrically conducting microfluidic reservoir for a high anode surface area and efficient mass transfer, and (3) a direct electron transfer between glucose oxidase and anodes for enhanced electron discharge properties. The developed sensor shows a high linearity of current at 0.02–1.0 mg/mL glucose centration (R2 = 0.989) with a high sensitivity of 1.35 µA/mM.
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Affiliation(s)
- Eunyoung Cho
- Bioelectronics & Microsystems Laboratory, Department of Electrical & Computer Engineering, State University of New York-Binghamton, Binghamton, NY 13902, USA.
| | - Maedeh Mohammadifar
- Bioelectronics & Microsystems Laboratory, Department of Electrical & Computer Engineering, State University of New York-Binghamton, Binghamton, NY 13902, USA.
| | - Seokheun Choi
- Bioelectronics & Microsystems Laboratory, Department of Electrical & Computer Engineering, State University of New York-Binghamton, Binghamton, NY 13902, USA.
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Strategies used by Patients with Type 1 Diabetes to Avoid Hypoglycemia in a 24×1-Hour Marathon: Comparison with the Amounts of Carbohydrates Estimated by a Customizable Algorithm. Can J Diabetes 2016; 41:184-189. [PMID: 27939876 DOI: 10.1016/j.jcjd.2016.09.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Revised: 09/05/2016] [Accepted: 09/21/2016] [Indexed: 12/28/2022]
Abstract
OBJECTIVES The preferred countermeasure to avoid exercise-related hypoglycemia was investigated in a group of patients with type 1 diabetes participating in a stressful event, a 24×1-hour relay marathon. The carbohydrates actually consumed were compared to those estimated for each patient by applying a customizable algorithm, Exercise Carbohydrates Requirement Estimating Software (ECRES), based on patient's usual therapy and diet and on the exercise characteristics. METHODS Glycemia was tested at the start, middle and end of the races. Usual therapies and diets and the adopted countermeasures were recorded in detail. RESULTS We studied 19 patients who walked/ran 10.4±2.8 km with a heart rate of 167±11 beats per minute. Of the 19 patients, 7 patients reduced the administered insulin (premeal bolus or basal infusion rate). Glycemia fell by the end of the races (p=0.006; median -1.8 mmol⋅L-1; interquartile range -0.4 mmol⋅L-1 to -5.3 mmol⋅L-1), despite 9 patients being hyperglycemic at the start. Of the patients, 14 concluded the race with glycemia on target, and 4 patients were hyperglycemic. Amounts of carbohydrates actually consumed (median 30 g; interquartile range 0 g to 71 g) were not significantly different from those estimated by ECRES (median 38 g; interquartile range 24 g to 68 g), the 2 quantities being significantly related (R=0.64; p=0.003). ECRES estimated lower carbohydrate levels (-13 g) than the amounts actually consumed by the 4 patients who concluded their exercises with hyperglycemia. CONCLUSIONS Patients preferred to consume extra carbohydrates to avoid the possible exercise-induced hypoglycemia. ECRES would provide satisfactory estimates of the carbohydrate requirements, even for a stressful condition, and almost equal to the quantities consumed following medical advice.
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Taleb N, Emami A, Suppere C, Messier V, Legault L, Ladouceur M, Chiasson JL, Haidar A, Rabasa-Lhoret R. Efficacy of single-hormone and dual-hormone artificial pancreas during continuous and interval exercise in adult patients with type 1 diabetes: randomised controlled crossover trial. Diabetologia 2016; 59:2561-2571. [PMID: 27704167 DOI: 10.1007/s00125-016-4107-0] [Citation(s) in RCA: 79] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Accepted: 08/16/2016] [Indexed: 01/26/2023]
Abstract
AIMS/HYPOTHESIS The aim of this study was to assess whether the dual-hormone (insulin and glucagon) artificial pancreas reduces hypoglycaemia compared with the single-hormone (insulin alone) artificial pancreas during two types of exercise. METHODS An open-label randomised crossover study comparing both systems in 17 adults with type 1 diabetes (age, 37.2 ± 13.6 years; HbA1c, 8.0 ± 1.0% [63.9 ± 10.2 mmol/mol]) during two exercise types on an ergocycle and matched for energy expenditure: continuous (60% [Formula: see text] for 60 min) and interval (2 min alternating periods at 85% and 50% [Formula: see text] for 40 min, with two 10 min periods at 45% [Formula: see text] at the start and end of the session). Blocked randomisation (size of four) with a 1:1:1:1 allocation ratio was computer generated. The artificial pancreas was applied from 15:30 hours until 19:30 hours; exercise was started at 18:00 hours and announced 20 min earlier to the systems. The study was conducted at the Institut de recherches cliniques de Montréal. RESULTS During single-hormone control compared with dual-hormone control, exercise-induced hypoglycaemia (plasma glucose <3.3 mmol/l with symptoms or <3.0 mmol/l regardless of symptoms) was observed in four (23.5%) vs two (11.8%) interventions (p = 0.5) for continuous exercise and in six (40%) vs one (6.25%) intervention (p = 0.07) for interval exercise. For the pooled analysis (single vs dual hormone), the median (interquartile range) percentage time spent at glucose levels below 4.0 mmol/l was 11% (0.0-46.7%) vs 0% (0-0%; p = 0.0001) and at glucose levels between 4.0 and 10.0 mmol/l was 71.4% (53.2-100%) vs 100% (100-100%; p = 0.003). Higher doses of glucagon were needed during continuous (0.126 ± 0.057 mg) than during interval exercise (0.093 ± 0.068 mg) (p = 0.03), with no reported side-effects in all interventions. CONCLUSIONS/INTERPRETATION The dual-hormone artificial pancreas outperformed the single-hormone artificial pancreas in regulating glucose levels during announced exercise in adults with type 1 diabetes. TRIAL REGISTRATION ClinicalTrials.gov NCT01930110 FUNDING: : Société Francophone du Diabète and Diabète Québec.
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Affiliation(s)
- Nadine Taleb
- Institut de recherches cliniques de Montréal, 110 Avenue des Pins Ouest, Montréal, Québec, Canada, H2W 1R7
- Division of Biomedical Sciences, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada
| | - Ali Emami
- Institut de recherches cliniques de Montréal, 110 Avenue des Pins Ouest, Montréal, Québec, Canada, H2W 1R7
- Division of Experimental Medicine, Department of Medicine, McGill University, Montréal, Québec, Canada
| | - Corinne Suppere
- Institut de recherches cliniques de Montréal, 110 Avenue des Pins Ouest, Montréal, Québec, Canada, H2W 1R7
| | - Virginie Messier
- Institut de recherches cliniques de Montréal, 110 Avenue des Pins Ouest, Montréal, Québec, Canada, H2W 1R7
| | - Laurent Legault
- Montreal Children's Hospital, McGill University Health Centre, Montréal, Québec, Canada
| | - Martin Ladouceur
- Centre de recherche du Centre hospitalier de l'université de Montréal (CRCHUM), Montréal, Québec, Canada
| | - Jean-Louis Chiasson
- Centre de recherche du Centre hospitalier de l'université de Montréal (CRCHUM), Montréal, Québec, Canada
- Montreal Diabetes Research Center, Montréal, Québec, Canada
| | - Ahmad Haidar
- Department of Biomedical Engineering, Faculty of Medicine, McGill University, Montréal, Québec, Canada
- Division of Endocrinology, Faculty of Medicine, McGill University, Montréal, Québec, Canada
| | - Rémi Rabasa-Lhoret
- Institut de recherches cliniques de Montréal, 110 Avenue des Pins Ouest, Montréal, Québec, Canada, H2W 1R7.
- Montreal Diabetes Research Center, Montréal, Québec, Canada.
- Nutrition department, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada.
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McCarthy MM, Whittemore R, Grey M. Physical Activity in Adults With Type 1 Diabetes. THE DIABETES EDUCATOR 2016; 42:108-15. [PMID: 26655391 PMCID: PMC6713193 DOI: 10.1177/0145721715620021] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
PURPOSE The purpose of this study was to examine sociodemographic, clinical, and psychological factors associated with engaging in regular physical activity (PA) in adults with type 1 diabetes. METHODS Secondary cross-sectional analysis based on data from the Type One Diabetes Exchange clinic registry was conducted. Adults ≥18 years old enrolled in the clinic registry who had completed PA self-report data (n = 7153) were included in this study. RESULTS Mean age was 37.14 ± 17 years, and 54% (n = 3840) were men. Type 1 diabetes duration was 19.5 ± 13.5 years, and mean A1C level was 7.9% ± 1.5% (62 mmol/mol). Twelve percent (n = 848) of the sample reported no PA; 55% (n = 3928) reported PA 1 to 4 days per week; and 33% (n = 2377) reported PA ≥5 days per week. Factors that were associated with increased odds of no PA were older age, less-than-excellent general health, increased body mass index, longer duration of diabetes, and increased depressive symptoms. More blood glucose meter checks per day decreased odds of no PA. Factors associated with lower odds of ≥5 days of PA included minority race/ethnicity, education, less-than-excellent general health, presence of a foot ulcer, increased body mass index, and depressive symptoms. Male sex, less-than-full-time employment, and being single increased the odds of ≥5 days of PA. CONCLUSIONS Several demographic, clinical, diabetes-related, and psychosocial factors were related to PA. Potential interventions may target those with depressive symptoms or self-reported poor general health, or they may be tailored to working adults who may find it harder to be physically active.
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Affiliation(s)
| | - Robin Whittemore
- Yale School of Nursing, Orange, Connecticut (Dr Whittemore, Dr Grey)
| | - Margaret Grey
- Yale School of Nursing, Orange, Connecticut (Dr Whittemore, Dr Grey)
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