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Turner LV, Marak MC, Gal RL, Calhoun P, Li Z, Jacobs PG, Clements MA, Martin CK, Doyle FJ, Patton SR, Castle JR, Gillingham MB, Beck RW, Rickels MR, Riddell MC. Associations between daily step count classifications and continuous glucose monitoring metrics in adults with type 1 diabetes: analysis of the Type 1 Diabetes Exercise Initiative (T1DEXI) cohort. Diabetologia 2024; 67:1009-1022. [PMID: 38502241 DOI: 10.1007/s00125-024-06127-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 02/16/2024] [Indexed: 03/21/2024]
Abstract
AIMS/HYPOTHESIS Adults with type 1 diabetes should perform daily physical activity to help maintain health and fitness, but the influence of daily step counts on continuous glucose monitoring (CGM) metrics are unclear. This analysis used the Type 1 Diabetes Exercise Initiative (T1DEXI) dataset to investigate the effect of daily step count on CGM-based metrics. METHODS In a 4 week free-living observational study of adults with type 1 diabetes, with available CGM and step count data, we categorised participants into three groups-below (<7000), meeting (7000-10,000) or exceeding (>10,000) the daily step count goal-to determine if step count category influenced CGM metrics, including per cent time in range (TIR: 3.9-10.0 mmol/l), time below range (TBR: <3.9 mmol/l) and time above range (TAR: >10.0 mmol/l). RESULTS A total of 464 adults with type 1 diabetes (mean±SD age 37±14 years; HbA1c 48.8±8.1 mmol/mol [6.6±0.7%]; 73% female; 45% hybrid closed-loop system, 38% standard insulin pump, 17% multiple daily insulin injections) were included in the study. Between-participant analyses showed that individuals who exceeded the mean daily step count goal over the 4 week period had a similar TIR (75±14%) to those meeting (74±14%) or below (75±16%) the step count goal (p>0.05). In the within-participant comparisons, TIR was higher on days when the step count goal was exceeded or met (both 75±15%) than on days below the step count goal (73±16%; both p<0.001). The TBR was also higher when individuals exceeded the step count goals (3.1%±3.2%) than on days when they met or were below step count goals (difference in means -0.3% [p=0.006] and -0.4% [p=0.001], respectively). The total daily insulin dose was lower on days when step count goals were exceeded (0.52±0.18 U/kg; p<0.001) or were met (0.53±0.18 U/kg; p<0.001) than on days when step counts were below the current recommendation (0.55±0.18 U/kg). Step count had a larger effect on CGM-based metrics in participants with a baseline HbA1c ≥53 mmol/mol (≥7.0%). CONCLUSIONS/INTERPRETATION Our results suggest that, compared with days with low step counts, days with higher step counts are associated with slight increases in both TIR and TBR, along with small reductions in total daily insulin requirements, in adults living with type 1 diabetes. DATA AVAILABILITY The data that support the findings reported here are available on the Vivli Platform (ID: T1-DEXI; https://doi.org/10.25934/PR00008428 ).
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Affiliation(s)
- Lauren V Turner
- School of Kinesiology and Health Science, York University, Toronto, ON, Canada
| | | | - Robin L Gal
- Jaeb Center for Health Research, Tampa, FL, USA
| | | | - Zoey Li
- Jaeb Center for Health Research, Tampa, FL, USA
| | - Peter G Jacobs
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
| | | | - Corby K Martin
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, USA
| | - Francis J Doyle
- Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA
| | | | - Jessica R Castle
- Harold Schnitzer Diabetes Health Center, Oregon Health & Science University, Portland, OR, USA
| | - Melanie B Gillingham
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Roy W Beck
- Jaeb Center for Health Research, Tampa, FL, USA
| | - Michael R Rickels
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Michael C Riddell
- School of Kinesiology and Health Science, York University, Toronto, ON, Canada.
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2
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Zaharieva DP, Morrison D, Paldus B, Lal RA, Buckingham BA, O'Neal DN. Practical Aspects and Exercise Safety Benefits of Automated Insulin Delivery Systems in Type 1 Diabetes. Diabetes Spectr 2023; 36:127-136. [PMID: 37193203 PMCID: PMC10182962 DOI: 10.2337/dsi22-0018] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Regular exercise is essential to overall cardiovascular health and well-being in people with type 1 diabetes, but exercise can also lead to increased glycemic disturbances. Automated insulin delivery (AID) technology has been shown to modestly improve glycemic time in range (TIR) in adults with type 1 diabetes and significantly improve TIR in youth with type 1 diabetes. Available AID systems still require some user-initiated changes to the settings and, in some cases, significant pre-planning for exercise. Many exercise recommendations for type 1 diabetes were developed initially for people using multiple daily insulin injections or insulin pump therapy. This article highlights recommendations and practical strategies for using AID around exercise in type 1 diabetes.
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Affiliation(s)
- Dessi P Zaharieva
- Division of Endocrinology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA
| | - Dale Morrison
- Department of Medicine, The University of Melbourne, Melbourne, Australia
| | - Barbora Paldus
- Department of Medicine, The University of Melbourne, Melbourne, Australia
- Department of Endocrinology & Diabetes, St Vincent's Hospital Melbourne, Melbourne, Australia
| | - Rayhan A Lal
- Division of Endocrinology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA
- Stanford Diabetes Research Center, Stanford, CA
- Division of Endocrinology, Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | - Bruce A Buckingham
- Division of Endocrinology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA
- Stanford Diabetes Research Center, Stanford, CA
| | - David N O'Neal
- Department of Medicine, The University of Melbourne, Melbourne, Australia
- Department of Endocrinology & Diabetes, St Vincent's Hospital Melbourne, Melbourne, Australia
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3
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Riddell MC, Turner LV, Patton SR. Is There an Optimal Time of Day for Exercise? A Commentary on When to Exercise for People Living With Type 1 or Type 2 Diabetes. Diabetes Spectr 2023; 36:146-150. [PMID: 37193212 PMCID: PMC10182965 DOI: 10.2337/dsi22-0017] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Exercise is a cornerstone of diabetes self-care because of its association with many health benefits. Several studies that have explored the best time of day to exercise to inform clinical recommendations have yielded mixed results. For example, for people with prediabetes or type 2 diabetes, there may be benefits to timing exercise to occur after meals, whereas people with type 1 diabetes may benefit from performing exercise earlier in the day. One common thread is the health benefits of consistent exercise, suggesting that the issue of exercise timing may be secondary to the goal of helping people with diabetes establish an exercise routine that best fits their life.
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Affiliation(s)
- Michael C. Riddell
- School of Kinesiology and Health Science and Muscle Health Research Centre, York University, Toronto, Ontario, Canada
- Corresponding author: Michael C. Riddell,
| | - Lauren V. Turner
- School of Kinesiology and Health Science and Muscle Health Research Centre, York University, Toronto, Ontario, Canada
| | - Susana R. Patton
- Center for Healthcare Delivery Science, Nemours Children’s Specialty Clinic, Jacksonville, FL
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4
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Abstract
Regular physical activity improves cardiometabolic and musculoskeletal health, helps with weight management, improves cognitive and psychosocial functioning, and is associated with reduced mortality related to cancer and diabetes mellitus. However, turnover rates of glucose in the blood increase dramatically during exercise, which often results in either hypoglycaemia or hyperglycaemia as well as increased glycaemic variability in individuals with type 1 diabetes mellitus (T1DM). A complex neuroendocrine response to an acute exercise session helps to maintain circulating levels of glucose in a fairly tight range in healthy individuals, while several abnormal physiological processes and limitations of insulin therapy limit the capacity of people with T1DM to exercise in a normoglycaemic state. Knowledge of the acute and chronic effects of exercise and regular physical activity is critical for the formulation of clinical strategies for the management of insulin and nutrition for active patients with T1DM. Emerging diabetes-related technologies, such as continuous glucose monitors, automated insulin delivery systems and the administration of solubilized glucagon, are demonstrating efficacy for preserving glucose homeostasis during and after exercise in this population of patients. This Review highlights the beneficial effects of regular exercise and details the complex endocrine and metabolic responses to different types of exercise for adults with T1DM. An overview of basic clinical strategies for the preservation of glucose homeostasis using emerging technologies is also provided.
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Affiliation(s)
- Michael C Riddell
- Muscle Health Research Centre, School of Kinesiology and Health Science, York University, Toronto, Ontario, Canada.
- LMC Diabetes and Endocrinology, Toronto, Ontario, Canada.
| | - Anne L Peters
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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5
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Yardley JE. Reassessing the evidence: prandial state dictates glycaemic responses to exercise in individuals with type 1 diabetes to a greater extent than intensity. Diabetologia 2022; 65:1994-1999. [PMID: 35978179 DOI: 10.1007/s00125-022-05781-8] [Citation(s) in RCA: 1] [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: 05/18/2022] [Accepted: 07/04/2022] [Indexed: 01/11/2023]
Abstract
Recent guidelines suggest that adding anaerobic (high intensity or resistance) activity to an exercise session can prevent blood glucose declines that occur during aerobic exercise in individuals with type 1 diabetes. This theory evolved from earlier study data showing that sustained, anaerobic activity (high intensity cycling) increases blood glucose levels in these participants. However, studies involving protocols where anaerobic (high intensity interval) and aerobic exercise are combined have extremely variable glycaemic outcomes, as do resistance exercise studies. Scrutinising earlier studies will reveal that, in addition to high intensity activity (intervals or weight lifting), these protocols had another common feature: participants were performing exercise after an overnight fast. Based on these findings, and data from recent exercise studies, it can be argued that participant prandial state may be a more dominant factor than exercise intensity where glycaemic changes in individuals with type 1 diabetes are concerned. As such, a reassessment of study outcomes and an update to exercise recommendations for those with type 1 diabetes may be warranted.
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Affiliation(s)
- Jane E Yardley
- Augustana Faculty, University of Alberta, Camrose, AB, Canada.
- Physical Activity and Diabetes Laboratory, Alberta Diabetes Institute, Edmonton, AB, Canada.
- Women and Children's Health Research Institute, Edmonton, AB, Canada.
- Faculty of Kinesiology, Sport and Recreation, University of Alberta, Edmonton, AB, Canada.
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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: 32] [Impact Index Per Article: 16.0] [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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7
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Tagougui S, Legault L, Heyman E, Messier V, Suppere C, Potter KJ, Pigny P, Berthoin S, Taleb N, Rabasa-Lhoret R. Anticipated Basal Insulin Reduction to Prevent Exercise-Induced Hypoglycemia in Adults and Adolescents Living with Type 1 Diabetes. Diabetes Technol Ther 2022; 24:307-315. [PMID: 35099281 DOI: 10.1089/dia.2021.0375] [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: 11/13/2022]
Abstract
Objective: We investigated the effect of two key timings for basal insulin rate reduction on exercise-induced glucose changes and explored the association between circulating insulin concentrations and muscle vasoreactivity. Research Design and Methods: Twenty adults and adolescents performed 60-min exercise sessions (ergocycle) at 60% VO2peak, 240 min after a standardized lunch. In a randomized order, we compared an 80% basal insulin reduction applied 40 min (T-40) or 90 min (T-90) before exercise onset. Near-infrared spectroscopy was used to investigate muscle hemodynamics at vastus lateralis. Glucose and insulin plasma concentrations were measured. Results: Reduction in plasma glucose (PG) level during exercise was attenuated during T-90 versus T-40 strategy (-0.89 ± 1.89 mmol/L vs. -2.17 ± 2.49 mmol/L, respectively; P = 0.09). Linear mixed model analysis showed that PG dropped by an additional 0.01 mM per minute in T-40 versus T-90 (time × strategy interaction, P < 0.05). The absolute number of hypoglycemic events was not different between the two strategies, but they occurred later with T-90. Free insulin tends to decrease more during the pre-exercise period in the T-90 strategy (P = 0.08). Although local muscle vasodilatation (ΔTHb) was comparable between the two strategies, we found that PG dropped more in cases of higher exercise-induced skeletal muscle vasodilatation (ΔTHb × time interaction P < 0.005, e: -0.0086 mM/min and additional mM of ΔTHb). Conclusion: T-90 timing reduced exercise-induced drop in PG and delayed the occurrence of hypoglycemic episodes compared with T-40 timing without a significant reduction in the number of events requiring treatment. Trial registration: ClinicalTrials.gov identifier: NCT03349489.
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Affiliation(s)
- Sémah Tagougui
- Montreal Clinical Research Institute (IRCM), Montreal, Canada
- Département de nutrition, Université de Montréal, Montreal, Canada
- Univ. Lille, Univ. Artois, Univ. Littoral Côte d'Opale, ULR 7369 - URePSSS - Unité de Recherche Pluridisciplinaire Sport Santé Société, Lille, France
| | - Laurent Legault
- Montreal Clinical Research Institute (IRCM), Montreal, Canada
- McGill University Health Center (MUHC), Montreal Children's Hospital, Montreal, Canada
| | - Elsa Heyman
- Univ. Lille, Univ. Artois, Univ. Littoral Côte d'Opale, ULR 7369 - URePSSS - Unité de Recherche Pluridisciplinaire Sport Santé Société, Lille, France
| | | | - Corinne Suppere
- Montreal Clinical Research Institute (IRCM), Montreal, Canada
| | | | - Pascal Pigny
- Laboratoire de Biochimie-Hormonologie, CHU Lille, Centre de Biologie-Pathologie, Lille, France
| | - Serge Berthoin
- Univ. Lille, Univ. Artois, Univ. Littoral Côte d'Opale, ULR 7369 - URePSSS - Unité de Recherche Pluridisciplinaire Sport Santé Société, Lille, France
| | - Nadine Taleb
- Montreal Clinical Research Institute (IRCM), Montreal, Canada
- Division of Biomedical Sciences, Faculty of Medicine, Université de Montréal, Montréal, Canada
- Endocrinology Division, Montreal Diabetes Research Center (MDRC), Montreal University Hospital (CHUM), Montreal, Canada
| | - Rémi Rabasa-Lhoret
- Montreal Clinical Research Institute (IRCM), Montreal, Canada
- Département de nutrition, Université de Montréal, Montreal, Canada
- Endocrinology Division, Montreal Diabetes Research Center (MDRC), Montreal University Hospital (CHUM), Montreal, Canada
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8
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Zaharieva DP, Riddell MC. Advances in Exercise and Nutrition as Therapy in Diabetes. Diabetes Technol Ther 2022; 24:S129-S142. [PMID: 35475701 DOI: 10.1089/dia.2022.2508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Dessi P Zaharieva
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA
| | - Michael C Riddell
- School of Kinesiology and Health Science, Faculty of Health, Muscle Health Research Centre, York University, Toronto, Ontario, Canada
- LMC Diabetes & Endocrinology, Toronto, Ontario, Canada
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9
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Lai X, Liu X, Cai X, Zou F. Vitamin D supplementation induces CatG-mediated CD4 + T cell inactivation and restores pancreatic β-cell function in mice with type 1 diabetes. Am J Physiol Endocrinol Metab 2022; 322:E74-E84. [PMID: 34779254 DOI: 10.1152/ajpendo.00066.2021] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Type 1 diabetes (T1D) is a chronic autoimmune disease accompanied by the immune-mediated destruction of pancreatic β-cells. In this study, we aimed to explore the regulatory effects of vitamin D (VD) supplementation on pancreatic β-cell function by altering the expression of bioinformatically identified cathepsin G (CatG) in T1D mice. A T1D mouse model was established in nonobese diabetic (NOD) mice, and their islets were isolated and purified. Pancreatic mononuclear cells (MNCs) were collected, from which CD4+ T cells were isolated. The levels of interleukin (IL)-2, IL-10, tumor necrosis factor-α (TNF-α), and interferon-γ (IFN-γ) in the supernatant of mouse pancreatic tissue homogenate were assessed using ELISA. Immunohistochemistry and terminal deoxynucleotidyl transferase-mediated dUTP-biotin nick-end labelin (TUNEL) staining were conducted to evaluate the effects of VD supplementation on pancreatic tissues of T1D mice. The pancreatic β-cell line MIN6 was used for in vitro substantiation of findings in vivo. VD supplementation reduced glucose levels and improved glucose tolerance in T1D mice. Furthermore, VD supplementation improved pancreatic β-cell function and suppressed immunological and inflammatory reactions in the T1D mice. We documented overexpression of CatG in diabetes tissue samples, and then showed that VD supplementation normalized the islet immune microenvironment through downregulating CatG expression in T1D mice. Experiments in vitro subsequently demonstrated that VD supplementation impeded CD4+ T activation by downregulating CatG expression and thereby enhanced pancreatic β-cell function. Results of the present study elucidated that VD supplementation can downregulate the expression of CatG and inhibit CD4+ T cell activation, thereby improving β-cell function in T1D.NEW & NOTEWORTHY We report that vitamin D (VD) supplementation downregulates CatG expression and inhibits CD4+ T cell activation, thereby improving β-cell function in type 1 diabetes (T1D). This study deepens our understanding of the pathogenesis of T1D and clarifies molecular events underlying the alleviatory effect of VD for immunotherapy against T1D.
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Affiliation(s)
- Xiaoyang Lai
- Department of Endocrinology and Metabolism, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People's Republic of China
| | - Xuyang Liu
- Department of Endocrinology and Metabolism, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People's Republic of China
| | - Xia Cai
- Department of Endocrinology and Metabolism, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People's Republic of China
| | - Fang Zou
- Department of Endocrinology and Metabolism, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People's Republic of China
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10
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Paldus B, Morrison D, Zaharieva DP, Lee MH, Jones H, Obeyesekere V, Lu J, Vogrin S, La Gerche A, McAuley SA, MacIsaac RJ, Jenkins AJ, Ward GM, Colman P, Smart CEM, Seckold R, King BR, Riddell MC, O'Neal DN. A Randomized Crossover Trial Comparing Glucose Control During Moderate-Intensity, High-Intensity, and Resistance Exercise With Hybrid Closed-Loop Insulin Delivery While Profiling Potential Additional Signals in Adults With Type 1 Diabetes. Diabetes Care 2022; 45:194-203. [PMID: 34789504 DOI: 10.2337/dc21-1593] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Accepted: 10/27/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To compare glucose control with hybrid closed-loop (HCL) when challenged by high intensity exercise (HIE), moderate intensity exercise (MIE), and resistance exercise (RE) while profiling counterregulatory hormones, lactate, ketones, and kinetic data in adults with type 1 diabetes. RESEARCH DESIGN AND METHODS This study was an open-label multisite randomized crossover trial. Adults with type 1 diabetes undertook 40 min of HIE, MIE, and RE in random order while using HCL (Medtronic MiniMed 670G) with a temporary target set 2 h prior to and during exercise and 15 g carbohydrates if pre-exercise glucose was <126 mg/dL to prevent hypoglycemia. Primary outcome was median (interquartile range) continuous glucose monitoring time-in-range (TIR; 70-180 mg/dL) for 14 h post-exercise commencement. Accelerometer data and venous glucose, ketones, lactate, and counterregulatory hormones were measured for 280 min post-exercise commencement. RESULTS Median TIR was 81% (67, 93%), 91% (80, 94%), and 80% (73, 89%) for 0-14 h post-exercise commencement for HIE, MIE, and RE, respectively (n = 30), with no difference between exercise types (MIE vs. HIE; P = 0.11, MIE vs. RE, P = 0.11; and HIE vs. RE, P = 0.90). Time-below-range was 0% for all exercise bouts. For HIE and RE compared with MIE, there were greater increases, respectively, in noradrenaline (P = 0.01 and P = 0.004), cortisol (P < 0.001 and P = 0.001), lactate (P ≤ 0.001 and P ≤ 0.001), and heart rate (P = 0.007 and P = 0.015). During HIE compared with MIE, there were greater increases in growth hormone (P = 0.024). CONCLUSIONS Under controlled conditions, HCL provided satisfactory glucose control with no difference between exercise type. Lactate, counterregulatory hormones, and kinetic data differentiate type and intensity of exercise, and their measurement may help inform insulin needs during exercise. However, their potential utility as modulators of insulin dosing will be limited by the pharmacokinetics of subcutaneous insulin delivery.
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Affiliation(s)
- Barbora Paldus
- 1Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia.,2Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Dale Morrison
- 1Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Dessi P Zaharieva
- 3School of Kinesiology and Health Science, Muscle Health Research Centre, York University, Toronto, Ontario, Canada
| | - Melissa H Lee
- 1Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia.,2Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Hannah Jones
- 1Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia.,2Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Varuni Obeyesekere
- 2Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Jean Lu
- 1Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia.,2Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Sara Vogrin
- 1Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - André La Gerche
- 4Department of Cardiology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia.,5Clinical Research Domain, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
| | - Sybil A McAuley
- 1Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia.,2Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Richard J MacIsaac
- 1Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia.,2Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Alicia J Jenkins
- 1Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia.,6NHMRC Clinical Trials Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Glenn M Ward
- 1Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Peter Colman
- 7Department of Diabetes and Endocrinology, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Carmel E M Smart
- 8John Hunter Children's Hospital, Newcastle, New South Wales, Australia
| | - Rowen Seckold
- 8John Hunter Children's Hospital, Newcastle, New South Wales, Australia
| | - Bruce R King
- 8John Hunter Children's Hospital, Newcastle, New South Wales, Australia
| | - Michael C Riddell
- 3School of Kinesiology and Health Science, Muscle Health Research Centre, York University, Toronto, Ontario, Canada
| | - David N O'Neal
- 1Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia.,2Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
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11
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Aiello EM, Deshpande S, Ozaslan B, Wolkowicz KL, Dassau E, Pinsker JE, Doyle FJ. Review of Automated Insulin Delivery Systems for Individuals with Type 1 Diabetes: Tailored Solutions for Subpopulations. CURRENT OPINION IN BIOMEDICAL ENGINEERING 2021; 19. [PMID: 34368518 DOI: 10.1016/j.cobme.2021.100312] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Automated insulin delivery (AID) systems have proven safe and effective in improving glycemic outcomes in individuals with type 1 diabetes (T1D). Clinical evaluation of this technology has progressed to large randomized, controlled outpatient studies and recent commercial approval of AID systems for children and adults. However, several challenges remain in improving these systems for different subpopulations (e.g., young children, athletes, pregnant women, seniors and those with hypoglycemia unawareness). In this review, we highlight the requirements and challenges in AID design for selected subpopulations, and discuss current advances from recent clinical studies.
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Affiliation(s)
- Eleonora M Aiello
- Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, 150 Western Avenue, Boston, Massachusetts 02134, USA.,Sansum Diabetes Research Institute, Santa Barbara, CA
| | - Sunil Deshpande
- Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, 150 Western Avenue, Boston, Massachusetts 02134, USA.,Sansum Diabetes Research Institute, Santa Barbara, CA
| | - Basak Ozaslan
- Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, 150 Western Avenue, Boston, Massachusetts 02134, USA.,Sansum Diabetes Research Institute, Santa Barbara, CA
| | - Kelilah L Wolkowicz
- Department of Mechanical Engineering, University of Massachusetts Lowell, 1 University Avenue, Lowell, MA 01854, USA
| | - Eyal Dassau
- Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, 150 Western Avenue, Boston, Massachusetts 02134, USA.,Sansum Diabetes Research Institute, Santa Barbara, CA
| | | | - Francis J Doyle
- Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, 150 Western Avenue, Boston, Massachusetts 02134, USA.,Sansum Diabetes Research Institute, Santa Barbara, CA
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