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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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Bedard C, King-Dowling S, Timmons BW, Ferro MA. A Matched-Pair Analysis of Gross Motor Skills of 3- to 5-Year-Old Children With and Without a Chronic Physical Illness. Pediatr Exerc Sci 2025; 37:75-80. [PMID: 38364814 DOI: 10.1123/pes.2023-0069] [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: 05/11/2023] [Revised: 12/05/2023] [Accepted: 12/12/2023] [Indexed: 02/18/2024]
Abstract
PURPOSE The purpose of this study was to compare the gross motor skills of children with a chronic physical illness with those of their healthy peers. METHODS Data for children with a chronic physical illness come from the Multimorbidity in Children and Youth Across the Life Course study, and data from children without a physical illness come from the Health Outcomes and Physical Activity in Preschoolers study. Multimorbidity in Children and Youth Across the Life Course and Health Outcomes and Physical Activity in Preschoolers included children ages 3-5 years and administered the Peabody Development Motor Scales-second edition. Participants were sex and age matched (20 male and 15 female pairs; Mage = 54.03 [9.5] mo). RESULTS Gross motor skills scores were "below average" for 47% of children with a physical illness compared with 9% of children without a physical illness (P = .003). Matched-paired t tests detected significant differences in total gross motor scores (dz = -0.35), locomotor (dz = -0.31), and object control (dz = -0.39) scores, with healthy children exhibiting better motor skills, and no significant difference in stationary scores (dz = -0.19). CONCLUSIONS This skill gap may increase burden on children with physical illness and future research should assess gross motor skills longitudinally to establish whether the gap widens with age.
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Affiliation(s)
- Chloe Bedard
- School of Public Health Sciences, University of Waterloo, Waterloo, ON,Canada
| | - Sara King-Dowling
- Department of Oncology, The Children's Hospital of Philadelphia Research Institute, Philadelphia, PA,USA
| | - Brian W Timmons
- Department of Pediatrics, McMaster University, Hamilton, ON,Canada
| | - Mark A Ferro
- School of Public Health Sciences, University of Waterloo, Waterloo, ON,Canada
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Abstract
AIMS The aim was to investigate rebound hypoglycemic and hyperglycemic events, and describe their relation to other glycemic metrics. METHODS Data from intermittently scanned continuous glucose monitoring were downloaded for 90 days for 159 persons with type 1 diabetes. A hypoglycemic event was defined as glucose <3.9 mmol/l for at least two 15-minute periods. Rebound hypoglycemia (Rhypo) was a hypoglycemic event preceded by glucose >10.0 mmol/l within 120 minutes and rebound hyperglycemia (Rhyper) was hypoglycemia followed by glucose >10.0 mmol/l within 120 minutes. RESULTS A total of 10 977 hypoglycemic events were identified of which 3232 (29%) were Rhypo and 3653 (33%) were Rhyper, corresponding to a median frequency of 10.1, 2.5, and 3.0 events per person/14 days. For 1267 (12%) of the cases, Rhypo and Rhyper coexisted. The mean peak glucose was 13.0 ± 1.6 mmol/l before Rhypo; 12.8 ± 1.1 mmol/l in Rhyper. The frequency of Rhyper was significantly (P < .001) correlated with Rhypo (Spearman's rho 0.84), glucose coefficient of variation (0.78), and time below range (0.69) but not with time above range (0.12, P = .13). CONCLUSIONS The strong correlation between Rhyper and Rhypo suggests an individual behavioral characteristic toward intensive correction of glucose excursions.
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Affiliation(s)
- Klavs W. Hansen
- University Research Clinic for Innovative Patient Pathways, Diagnostic Centre, Silkeborg Regional Hospital, Silkeborg, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus N, Denmark
| | - Bo M. Bibby
- Biostatistical Advisory Service, Faculty of Health, Aarhus University, Aarhus N, Denmark
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Engström L. Controlling the Diabetic Body? Managing Chronic Illness with Wearable Technology. Med Anthropol 2024; 43:522-537. [PMID: 39072586 DOI: 10.1080/01459740.2024.2384749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
I explore the experience of managing type 1 diabetes with wearable technology. Type 1 diabetes is a chronic illness which requires continuous maintenance to keep the blood glucose levels within range. Using autoethnography, I investigate both the practices of translating information from technology and from senses, and also from health authorities, into practices. I conclude that the management of type 1 diabetes is informed by an urge to control the body, but this situation can be understood otherwise from a logic of care.
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Affiliation(s)
- Lisa Engström
- Department of Arts and Cultural Sciences, Lund University, Lund, Sweden
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Helleputte S, Stautemas J, Jansseune L, De Backer T, Marlier J, Lapauw B, Calders P. Glycemic Management Around Postprandial Exercise in People With Type 1 Diabetes: Challenge Accepted. J Clin Endocrinol Metab 2024; 109:2039-2052. [PMID: 38330239 DOI: 10.1210/clinem/dgae079] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 02/01/2024] [Accepted: 02/06/2024] [Indexed: 02/10/2024]
Abstract
CONTEXT The precise glycemic impact and clinical relevance of postprandial exercise in type 1 diabetes (T1D) has not been clarified yet. OBJECTIVE This work aimed to examine acute, subacute, and late effects of postprandial exercise on blood glucose (BG). METHODS A randomized, controlled trial comprised 4 laboratory visits, with 24-hour follow-up at home. Participants included adults with T1D (n = 8), aged 44 ± 13 years, with body mass index of 24 ± 2.1. Intervention included 30 minutes of rest (CONTROL), walking (WALK), moderate-intensity (MOD), or intermittent high-intensity (IHE) exercise performed 60 minutes after a standardized meal. Main outcome measures included BG change during exercise/control (acute), and secondary outcomes included the subacute (≤2 h after) and late glycemic effects (≤24 h after). RESULTS Exercise reduced postprandial glucose (PPG) excursion compared to CONTROL, with a consistent BG decline in all patients for all modalities (mean declines -45 ± 24, -71 ± 39, and -35 ± 21 mg/dL, during WALK, MOD, and IHE, respectively (P < .001). For this decline, clinical superiority was demonstrated separately for each exercise modality vs CONTROL. Noninferiority of WALK vs MOD was not demonstrated, noninferiority of WALK vs IHE was demonstrated, and equivalence of IHE vs MOD was not demonstrated. Hypoglycemia did not occur during exercise. BG increased in the hour after exercise (more than after CONTROL; P < .001). More than half of participants showed hyperglycemia after exercise necessitating insulin correction. There were more nocturnal hypoglycemic events after exercise vs CONTROL (P < .05). CONCLUSION Postprandial exercise of all modalities is effective, safe, and feasible if necessary precautions are taken (ie, prandial insulin reductions), as exercise lowered maximal PPG excursion and caused a consistent and clinically relevant BG decline during exercise while there was no hypoglycemia during or shortly after exercise. However, there seem to be 2 remaining challenges: subacute postexercise hyperglycemia and nocturnal hypoglycemia.
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Affiliation(s)
- Simon Helleputte
- Faculty of Medicine and Health Sciences, Ghent University, Ghent 9000, Belgium
- Fonds Wetenschappelijk Onderzoek (FWO) Flanders, Brussel 1000, Belgium
| | - Jan Stautemas
- Faculty of Medicine and Health Sciences, Ghent University, Ghent 9000, Belgium
| | - Laura Jansseune
- Faculty of Medicine and Health Sciences, Ghent University, Ghent 9000, Belgium
| | - Tine De Backer
- Faculty of Medicine and Health Sciences, Ghent University, Ghent 9000, Belgium
- Department of Cardiology, Ghent University Hospital, Ghent 9000, Belgium
- Department of Internal Medicine & Paediatrics, Ghent University, Ghent 9000, Belgium
| | - Joke Marlier
- Department of Endocrinology, Ghent University Hospital, Ghent 9000, Belgium
| | - Bruno Lapauw
- Faculty of Medicine and Health Sciences, Ghent University, Ghent 9000, Belgium
- Department of Internal Medicine & Paediatrics, Ghent University, Ghent 9000, Belgium
- Department of Endocrinology, Ghent University Hospital, Ghent 9000, Belgium
| | - Patrick Calders
- Faculty of Medicine and Health Sciences, Ghent University, Ghent 9000, Belgium
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Yu J, Wang H, Zhu M, Xu J. MDI versus CSII in Chinese adults with type 1 diabetes in a real-world situation: based on propensity score matching method. Health Qual Life Outcomes 2024; 22:47. [PMID: 38872219 PMCID: PMC11170850 DOI: 10.1186/s12955-024-02263-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 05/31/2024] [Indexed: 06/15/2024] Open
Abstract
BACKGROUND Compared with multiple daily insulin injections (MDI), continuous subcutaneous insulin infusion (CSII) is significantly more expensive and has not been widely used in Chinese type 1 diabetes mellitus (T1DM) patients. So there are still significant knowledge gaps regarding clinical and patient-reported outcomes in China. AIMS This study aims to compare the glycated hemoglobin (HbA1C), insulin therapy related quality of life (ITR-QOL), fear of hypoglycemia (FOH) of adult T1DM patients treated with MDI and CSII based on propensity score matching in real-world conditions in China. METHODS Four hundred twenty adult T1DM patients who were treated with MDI or CSII continuously for more than 12 months in a national metabolic center from June 2021 to June 2023 were selected as the study subjects. Their QOL and FOH were evaluated with Insulin Therapy Related Quality of Life Measure Questionnaire-Chinese version (ITR-QOL-CV) and the Chinese Version Hypoglycemia Fear Survey-Worry Scale (CHFSII-WS), and their HbA1C were collected at the same time. Potential confounding variables between the two groups were matched using propensity score matching. RESULTS Of the 420 patients included in the study, 315 were in MDI group and 105 were in CSII group. 102 pairs were successfully matched. After matching, the total score of ITR-QOL-CV scale in CSII group was significantly higher than that in MDI group (87.08 ± 13.53 vs. 80.66 ± 19.25, P = 0.006). Among them, the dimensions of daily life, social life, and psychological state were all statistically different (P < 0.05). The scores of CHFSII-WS (8.33 ± 3.49 vs. 11.77 ± 5.27, P = 0.003) and HbA1C (7.19 ± 1.33% vs. 7.71 ± 1.93%, P = 0.045) in CSII group were lower than those in MDI group. CONCLUSIONS 25.0% of T1DM adults are treated with CSII. Compared with adult T1DM patients treated with MDI, those treated with CSII have higher ITR-QOL, less FoH, and better control of HbA1C in real-world conditions in China. Therefore, regardless of economic factors, CSII is recommended for adult T1DM patients to optimize the therapeutic effect and outcomes.
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Affiliation(s)
- Jian Yu
- Department of Endocrinology, the First Affiliated Hospital with Nanjing Medical University(Jiangsu Province Hospital), 300 Guangzhou Road, Nanjing, LA, 210029, China
| | - Hong Wang
- Department of Endocrinology, the First Affiliated Hospital with Nanjing Medical University(Jiangsu Province Hospital), 300 Guangzhou Road, Nanjing, LA, 210029, China
| | - Min Zhu
- Department of Endocrinology, the First Affiliated Hospital with Nanjing Medical University(Jiangsu Province Hospital), 300 Guangzhou Road, Nanjing, LA, 210029, China.
| | - Jingjing Xu
- Department of Endocrinology, the First Affiliated Hospital with Nanjing Medical University(Jiangsu Province Hospital), 300 Guangzhou Road, Nanjing, LA, 210029, China
- Department of Nursing, the First Affiliated Hospital with Nanjing Medical University(Jiangsu Province Hospital), Nanjing, China
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Martyn-Nemeth P, Duffecy J, Quinn L, Park C, Reutrakul S, Mihailescu D, Park M, Penckofer S. FREE: A randomized controlled feasibility trial of a cognitive behavioral therapy and technology-assisted intervention to reduce fear of hypoglycemia in young adults with type 1 diabetes. J Psychosom Res 2024; 181:111679. [PMID: 38677235 PMCID: PMC11162312 DOI: 10.1016/j.jpsychores.2024.111679] [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] [Received: 11/11/2023] [Revised: 03/24/2024] [Accepted: 04/15/2024] [Indexed: 04/29/2024]
Abstract
OBJECTIVE The purpose of this study was to test the preliminary effectiveness of a cognitive behavioral therapy intervention (Fear Reduction Efficacy Evaluation [FREE]) designed to reduce fear of hypoglycemia in young adults with type 1 diabetes. The primary outcome was fear of hypoglycemia, secondary outcomes were A1C, and glycemic variability. METHODS A randomized clinical trial was used to test an 8-week intervention (FREE) compared to an attention control (diabetes education) in 50 young adults with type 1 diabetes who experienced fear of hypoglycemia at baseline. All participants wore a continuous glucose monitor for the 8-week study period. Self-reported fear of hypoglycemia point-of-care A1C testing, continuous glucose monitor-derived glucose variability were measured at baseline, Week 8, and Week 12 (post-program). RESULTS Compared to controls, those participating in the FREE intervention experienced a reduction in fear of hypoglycemia (SMD B = -8.52, p = 0.021), change in A1C (SMD B = 0.04, p = 0.841) and glycemic variability (glucose standard deviation SMD B = -2.5, p = 0.545) by the end of the intervention. This represented an 8.52% greater reduction in fear of hypoglycemia. CONCLUSION A cognitive behavioral therapy intervention (FREE) resulted in improvements in fear of hypoglycemia. CLINICALTRIALS govNCT03549104.
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Affiliation(s)
- Pamela Martyn-Nemeth
- College of Nursing, Department of Biobehavioral Nursing Science, University of Illinois Chicago, Chicago, IL, United States of America.
| | - Jennifer Duffecy
- Department of Psychiatry, College of Medicine, University of Illinois Chicago, Chicago, IL, United States of America
| | - Laurie Quinn
- College of Nursing, Department of Biobehavioral Nursing Science, University of Illinois Chicago, Chicago, IL, United States of America
| | - Chang Park
- Department of Population Health Nursing Science, University of Illinois Chicago, Chicago, IL, United States of America
| | - Sirimon Reutrakul
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, University of Illinois Chicago, Chicago, IL, United States of America
| | - Dan Mihailescu
- Division of Endocrinology, Cook County Health, Chicago, IL, United States of America
| | - Minsun Park
- College of Nursing, Department of Biobehavioral Nursing Science, University of Illinois Chicago, Chicago, IL, United States of America
| | - Sue Penckofer
- Loyola University Chicago, School of Nursing, Chicago, IL, United States of America
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Dénes-Fazakas L, Simon B, Hartvég Á, Kovács L, Dulf ÉH, Szilágyi L, Eigner G. Physical Activity Detection for Diabetes Mellitus Patients Using Recurrent Neural Networks. SENSORS (BASEL, SWITZERLAND) 2024; 24:2412. [PMID: 38676028 PMCID: PMC11054023 DOI: 10.3390/s24082412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Revised: 03/28/2024] [Accepted: 04/06/2024] [Indexed: 04/28/2024]
Abstract
Diabetes mellitus (DM) is a persistent metabolic disorder associated with the hormone insulin. The two main types of DM are type 1 (T1DM) and type 2 (T2DM). Physical activity plays a crucial role in the therapy of diabetes, benefiting both types of patients. The detection, recognition, and subsequent classification of physical activity based on type and intensity are integral components of DM treatment. The continuous glucose monitoring system (CGMS) signal provides the blood glucose (BG) level, and the combination of CGMS and heart rate (HR) signals are potential targets for detecting relevant physical activity from the BG variation point of view. The main objective of the present research is the developing of an artificial intelligence (AI) algorithm capable of detecting physical activity using these signals. Using multiple recurrent models, the best-achieved performance of the different classifiers is a 0.99 area under the receiver operating characteristic curve. The application of recurrent neural networks (RNNs) is shown to be a powerful and efficient solution for accurate detection and analysis of physical activity in patients with DM. This approach has great potential to improve our understanding of individual activity patterns, thus contributing to a more personalized and effective management of DM.
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Affiliation(s)
- Lehel Dénes-Fazakas
- Physiological Controls Research Center, University Research and Innovation Center, Obuda University, 1034 Budapest, Hungary; (L.D.-F.); (B.S.); (Á.H.); (L.K.); (L.S.); (G.E.)
- Biomatics and Applied Artificial Intelligence Institute, John von Neumann Faculty of Informatics, Obuda University, 1034 Budapest, Hungary
- Doctoral School of Applied Informatics and Applied Mathematics, Obuda University, 1034 Budapest, Hungary
| | - Barbara Simon
- Physiological Controls Research Center, University Research and Innovation Center, Obuda University, 1034 Budapest, Hungary; (L.D.-F.); (B.S.); (Á.H.); (L.K.); (L.S.); (G.E.)
| | - Ádám Hartvég
- Physiological Controls Research Center, University Research and Innovation Center, Obuda University, 1034 Budapest, Hungary; (L.D.-F.); (B.S.); (Á.H.); (L.K.); (L.S.); (G.E.)
| | - Levente Kovács
- Physiological Controls Research Center, University Research and Innovation Center, Obuda University, 1034 Budapest, Hungary; (L.D.-F.); (B.S.); (Á.H.); (L.K.); (L.S.); (G.E.)
- Biomatics and Applied Artificial Intelligence Institute, John von Neumann Faculty of Informatics, Obuda University, 1034 Budapest, Hungary
| | - Éva-Henrietta Dulf
- Physiological Controls Research Center, University Research and Innovation Center, Obuda University, 1034 Budapest, Hungary; (L.D.-F.); (B.S.); (Á.H.); (L.K.); (L.S.); (G.E.)
- Biomatics and Applied Artificial Intelligence Institute, John von Neumann Faculty of Informatics, Obuda University, 1034 Budapest, Hungary
- Department of Automation, Faculty of Automation and Computer Science, Technical University of Cluj-Napoca, Memorandumului Str. 28, 400014 Cluj-Napoca, Romania
| | - László Szilágyi
- Physiological Controls Research Center, University Research and Innovation Center, Obuda University, 1034 Budapest, Hungary; (L.D.-F.); (B.S.); (Á.H.); (L.K.); (L.S.); (G.E.)
- Biomatics and Applied Artificial Intelligence Institute, John von Neumann Faculty of Informatics, Obuda University, 1034 Budapest, Hungary
- Computational Intelligence Research Group, Sapientia Hungarian University of Transylvania, 540485 Tîrgu Mureș, Romania
| | - György Eigner
- Physiological Controls Research Center, University Research and Innovation Center, Obuda University, 1034 Budapest, Hungary; (L.D.-F.); (B.S.); (Á.H.); (L.K.); (L.S.); (G.E.)
- Biomatics and Applied Artificial Intelligence Institute, John von Neumann Faculty of Informatics, Obuda University, 1034 Budapest, Hungary
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Mathieu C, Ahmed W, Gillard P, Cohen O, Vigersky R, de Portu S, Ozdemir Saltik AZ. The Health Economics of Automated Insulin Delivery Systems and the Potential Use of Time in Range in Diabetes Modeling: A Narrative Review. Diabetes Technol Ther 2024; 26:66-75. [PMID: 38377319 DOI: 10.1089/dia.2023.0438] [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: 02/22/2024]
Abstract
Intensive therapy with exogenous insulin is the treatment of choice for individuals living with type 1 diabetes (T1D) and some with type 2 diabetes, alongside regular glucose monitoring. The development of systems allowing (semi-)automated insulin delivery (AID), by connecting glucose sensors with insulin pumps and algorithms, has revolutionized insulin therapy. Indeed, AID systems have demonstrated a proven impact on overall glucose control, as indicated by effects on glycated hemoglobin (HbA1c), risk of severe hypoglycemia, and quality of life measures. An alternative endpoint for glucose control that has arisen from the use of sensor-based continuous glucose monitoring is the time in range (TIR) measure, which offers an indication of overall glucose control, while adding information on the quality of control with regard to blood glucose level stability. A review of literature on the health-economic value of AID systems was conducted, with a focus placed on the growing place of TIR as an endpoint in studies involving AID systems. Results showed that the majority of economic evaluations of AID systems focused on individuals with T1D and found AID systems to be cost-effective. Most studies incorporated HbA1c, rather than TIR, as a clinical endpoint to determine treatment effects on glucose control and subsequent quality-adjusted life year (QALY) gains. Likely reasons for the choice of HbA1c as the chosen endpoint is the use of this metric in most validated and established economic models, as well as the limited publicly available evidence on appropriate methodologies for TIR data incorporation within conventional economic evaluations. Future studies could include the novel TIR metric in health-economic evaluations as an additional measure of treatment effects and subsequent QALY gains, to facilitate a holistic representation of the impact of AID systems on glycemic control. This would provide decision makers with robust evidence to inform future recommendations for health care interventions.
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Affiliation(s)
- Chantal Mathieu
- Department of Endocrinology, UZ Gasthuisberg, Leuven, Belgium
| | - Waqas Ahmed
- Covalence Research Ltd, Harpenden, United Kingdom
| | - Pieter Gillard
- Department of Endocrinology, UZ Gasthuisberg, Leuven, Belgium
| | - Ohad Cohen
- Medtronic International Trading Sarl, Tolochenaz, Switzerland
| | | | - Simona de Portu
- Medtronic International Trading Sarl, Tolochenaz, Switzerland
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Bielka W, Przezak A, Molęda P, Pius-Sadowska E, Machaliński B. Double diabetes-when type 1 diabetes meets type 2 diabetes: definition, pathogenesis and recognition. Cardiovasc Diabetol 2024; 23:62. [PMID: 38341550 PMCID: PMC10859035 DOI: 10.1186/s12933-024-02145-x] [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: 12/19/2023] [Accepted: 01/26/2024] [Indexed: 02/12/2024] Open
Abstract
Currently, the differentiation between type 1 diabetes (T1D) and type 2 diabetes (T2D) is not straightforward, and the features of both types of diabetes coexist in one subject. This situation triggered the need to discriminate so-called double diabetes (DD), hybrid diabetes or type 1.5 diabetes, which is generally described as the presence of the insulin resistance characteristic of metabolic syndrome in individuals diagnosed with T1D. DD not only raises the question of proper classification of diabetes but is also associated with a significantly greater risk of developing micro- and macroangiopathic complications, which was independent of glycaemic control. When considering the global obesity pandemic and increasing incidence of T1D, the prevalence of DD may also presumably increase. Therefore, it is of the highest priority to discover the mechanisms underlying the development of DD and to identify appropriate methods to prevent or treat DD. In this article, we describe how the definition of double diabetes has changed over the years and how it is currently defined. We discuss the accuracy of including metabolic syndrome in the DD definition. We also present possible hypotheses connecting insulin resistance with T1D and propose possible methods to identify individuals with double diabetes based on indirect insulin resistance markers, which are easily assessed in everyday clinical practice. Moreover, we discuss adjuvant therapy which may be considered in double diabetic patients.
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Affiliation(s)
- Weronika Bielka
- Department of Diabetology and Internal Diseases, Pomeranian Medical University, 72-009, Police, Poland.
| | - Agnieszka Przezak
- Department of Diabetology and Internal Diseases, Pomeranian Medical University, 72-009, Police, Poland
| | - Piotr Molęda
- Department of Diabetology and Internal Diseases, Pomeranian Medical University, 72-009, Police, Poland
| | - Ewa Pius-Sadowska
- Department of General Pathology, Pomeranian Medical University, 70-111, Szczecin, Poland
| | - Bogusław Machaliński
- Department of General Pathology, Pomeranian Medical University, 70-111, Szczecin, Poland
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11
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Tanenbaum ML, Addala A, Hanes S, Ritter V, Bishop FK, Cortes AL, Pang E, Hood KK, Maahs DM, Zaharieva DP. "It changed everything we do": A mixed methods study of youth and parent experiences with a pilot exercise education intervention following new diagnosis of type 1 diabetes. J Diabetes Complications 2024; 38:108651. [PMID: 38043358 PMCID: PMC10843536 DOI: 10.1016/j.jdiacomp.2023.108651] [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] [Received: 09/30/2023] [Revised: 11/06/2023] [Accepted: 11/19/2023] [Indexed: 12/05/2023]
Abstract
AIMS This pilot study delivered a comprehensive exercise education intervention to youth with new-onset type 1 diabetes (T1D) and their parents to increase knowledge and confidence with physical activity (PA) shortly after diagnosis. METHODS Youth initiated continuous glucose monitoring (CGM) and PA trackers within 1 month of diagnosis. Youth and their parents received the 4-session intervention over 12 months. Participants completed self-report questionnaires at baseline, 6- and 12-months. Surveys were analyzed using linear mixed effects models. Semi-structured interviews and focus groups explored experiences with the exercise education intervention. Groups and interviews were audio-recorded, transcribed, and analyzed using content analysis. RESULTS A total of 16 parents (aged 46 ± 7 years; 88 % female; 67 % non-Hispanic White) and 17 youth (aged 14 ± 2 years; 41 % female; 65 % non-Hispanic White) participated. Worry about hypoglycemia did not worsen throughout the study duration. Parents and youth reported increased knowledge and confidence in managing T1D safely and preventing hypoglycemia during PA following receiving the tailored exercise education intervention. CONCLUSION This study assessed a novel structured exercise education program for youth and their parents shortly following T1D diagnosis. These results support the broad translation and acceptability of a structured exercise education program in new-onset T1D.
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Affiliation(s)
- Molly L Tanenbaum
- Division of Endocrinology, Gerontology, & Metabolism, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA; Stanford Diabetes Research Center, Stanford, CA, USA; Division of Endocrinology and Diabetes, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
| | - Ananta Addala
- Division of Endocrinology and Diabetes, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
| | - Sarah Hanes
- Division of Endocrinology and Diabetes, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
| | - Victor Ritter
- Department of Medicine, Division of Biomedical Informatics Research, Stanford University, Stanford, CA, USA.
| | - Franziska K Bishop
- Division of Endocrinology and Diabetes, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
| | - Ana L Cortes
- Division of Endocrinology and Diabetes, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
| | - Erica Pang
- Division of Endocrinology and Diabetes, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
| | - Korey K Hood
- Stanford Diabetes Research Center, Stanford, CA, USA; Division of Endocrinology and Diabetes, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
| | - David M Maahs
- Stanford Diabetes Research Center, Stanford, CA, USA; Division of Endocrinology and Diabetes, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
| | - Dessi P Zaharieva
- Division of Endocrinology and Diabetes, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
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Harvengt AA, Polle OG, Martin M, van Maanen A, Gatto L, Lysy PA. Post-Hypoglycemic hyperglycemia are highly relevant markers for stratification of glycemic variability and partial remission status of pediatric patients with new-onset type 1 diabetes. PLoS One 2023; 18:e0294982. [PMID: 38033011 PMCID: PMC10688654 DOI: 10.1371/journal.pone.0294982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 11/14/2023] [Indexed: 12/02/2023] Open
Abstract
AIMS To evaluate whether parameters of post-hypoglycemic hyperglycemia (PHH) correlated with glucose homeostasis during the first year after type 1 diabetes onset and helped to distinguish pediatric patients undergoing partial remission or not. METHODS In the GLUREDIA (GLUcagon Response to hypoglycemia in children and adolescents with new-onset type 1 DIAbetes) study, longitudinal values of clinical parameters, continuous glucose monitoring metrics and residual β-cell secretion from children with new-onset type 1 diabetes were analyzed during the first year after disease onset. PHH parameters were calculated using an in-house algorithm. Correlations between PHH parameters (i.e., PHH frequency, PHH duration, PHH area under the curve [PHHAUC]) and glycemic homeostasis markers were studied using adjusted mixed-effects models. RESULTS PHH parameters were strong markers to differentiate remitters from non-remitters with PHH/Hyperglycemia duration ratio being the most sensitive (ratio<0.02; sensitivity = 86% and specificity = 68%). PHHAUC moderately correlated with parameters of glucose homeostasis including TIR (R2 = 0.35, p-value < 0.05), coefficient of variation (R2 = 0.22, p-value < 0.05) and Insulin-Dose Adjusted A1c (IDAA1C) (R2 = 0.32, p-value < 0.05) and with residual β-cell secretion (R2 = 0.17, p-value < 0.05). Classification of patients into four previously described glucotypes independently validated PHH parameters as reliable markers of glucose homeostasis and improved the segregation of patients with intermediate values of IDAA1C and estimated C-peptide (CPEPEST). Finally, a combination of PHH parameters identified groups of patients with specific patterns of hypoglycemia. CONCLUSION PHH parameters are new minimal-invasive markers to discriminate remitters from non-remitters and evaluate glycemic homeostasis during the first year of type 1 diabetes. PHH parameters may also allow patient-targeted therapeutic management of hypoglycemic episodes.
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Affiliation(s)
- Antoine A. Harvengt
- Pôle PEDI, Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
- Specialized Pediatrics Service, Cliniques universitaires Saint-Luc, Brussels, Belgium
| | - Olivier G. Polle
- Pôle PEDI, Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
- Specialized Pediatrics Service, Cliniques universitaires Saint-Luc, Brussels, Belgium
| | - Manon Martin
- Computational Biology and Bioinformatics (CBIO) Unit, de Duve Institute, UCLouvain, Brussels, Belgium
| | - Aline van Maanen
- Statistical Support Unit, Institut Roi Albert II, Cliniques universitaires Saint-Luc, Brussels, Belgium
| | - Laurent Gatto
- Computational Biology and Bioinformatics (CBIO) Unit, de Duve Institute, UCLouvain, Brussels, Belgium
| | - Philippe A. Lysy
- Pôle PEDI, Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
- Specialized Pediatrics Service, Cliniques universitaires Saint-Luc, Brussels, Belgium
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13
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Boughton CK, Hartnell S, Lakshman R, Nwokolo M, Wilinska ME, Ware J, Allen JM, Evans ML, Hovorka R. Fully Closed-Loop Glucose Control Compared With Insulin Pump Therapy With Continuous Glucose Monitoring in Adults With Type 1 Diabetes and Suboptimal Glycemic Control: A Single-Center, Randomized, Crossover Study. Diabetes Care 2023; 46:1916-1922. [PMID: 37616583 DOI: 10.2337/dc23-0728] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 08/01/2023] [Indexed: 08/26/2023]
Abstract
OBJECTIVE We evaluated the safety and efficacy of fully closed-loop with ultrarapid insulin lispro in adults with type 1 diabetes and suboptimal glycemic control compared with insulin pump therapy with continuous glucose monitoring (CGM). RESEARCH DESIGN AND METHODS This single-center, randomized, crossover study enrolled 26 adults with type 1 diabetes using insulin pump therapy with suboptimal glycemic control (mean ± SD, age 41 ± 12 years, HbA1c 9.2 ± 1.1% [77 ± 12 mmol/mol]). Participants underwent two 8-week periods of unrestricted living to compare fully closed-loop with ultrarapid insulin lispro (CamAPS HX system) with insulin pump therapy with CGM in random order. RESULTS In an intention-to-treat analysis, the proportion of time glucose was in range (primary end point 3.9-10.0 mmol/L) was higher during closed-loop than during pump with CGM (mean ± SD 50.0 ± 9.6% vs. 36.2 ± 12.2%, mean difference 13.2 percentage points [95% CI 9.5, 16.9], P < 0.001). Time with glucose >10.0 mmol/L and mean glucose were lower during closed-loop than during pump with CGM (mean ± SD time >10.0 mmol/L: 49.0 ± 9.9 vs. 62.9 ± 12.6%, mean difference -13.3 percentage points [95% CI -17.2, -9.5], P < 0.001; mean ± SD glucose 10.7 ± 1.1 vs. 12.0 ± 1.6 mmol/L, mean difference -1.2 mmol/L [95% CI -1.8, -0.7], P < 0.001). The proportion of time with glucose <3.9 mmol/L was similar between periods (median [interquartile range (IQR)] closed-loop 0.88% [0.51-1.55] vs. pump with CGM 0.64% [0.28-1.10], P = 0.102). Total daily insulin requirements did not differ (median [IQR] closed-loop 51.9 units/day [35.7-91.2] vs. pump with CGM 50.7 units/day [34.0-70.0], P = 0.704). No severe hypoglycemia or ketoacidosis occurred. CONCLUSIONS Fully closed-loop insulin delivery with CamAPS HX improved glucose control compared with insulin pump therapy with CGM in adults with type 1 diabetes and suboptimal glycemic control.
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Affiliation(s)
- Charlotte K Boughton
- Wellcome-MRC Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, U.K
- Cambridge University Hospitals NHS Foundation Trust, Wolfson Diabetes and Endocrine Clinic, Cambridge, U.K
| | - Sara Hartnell
- Cambridge University Hospitals NHS Foundation Trust, Wolfson Diabetes and Endocrine Clinic, Cambridge, U.K
| | - Rama Lakshman
- Wellcome-MRC Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, U.K
| | - Munachiso Nwokolo
- Wellcome-MRC Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, U.K
| | | | - Julia Ware
- Wellcome-MRC Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, U.K
- Department of Paediatrics, University of Cambridge, Cambridge, U.K
| | - Janet M Allen
- Wellcome-MRC Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, U.K
| | - Mark L Evans
- Wellcome-MRC Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, U.K
- Cambridge University Hospitals NHS Foundation Trust, Wolfson Diabetes and Endocrine Clinic, Cambridge, U.K
| | - Roman Hovorka
- Wellcome-MRC Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, U.K
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Ash GI, Nally LM, Stults-Kolehmainen M, De Los Santos M, Jeon S, Brandt C, Gulanski BI, Spanakis EK, Baker JS, Weinzimer SA, Fucito LM. Personalized Digital Health Information to Substantiate Human-Delivered Exercise Support for Adults With Type 1 Diabetes. Clin J Sport Med 2023; 33:512-520. [PMID: 36715983 PMCID: PMC10898917 DOI: 10.1097/jsm.0000000000001078] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
OBJECTIVE Pilot-test personalized digital health information to substantiate human-delivered exercise support for adults with type 1 diabetes (T1D). DESIGN Single-group, 2-week baseline observation, then 10-week intervention with follow-up observation. SETTING Community-based sample participating remotely with physician oversight. PARTICIPANTS Volunteers aged 18 to 65 years with T1D screened for medical readiness for exercise intervention offerings. N = 20 enrolled, and N = 17 completed all outcomes with 88% to 91% biosensor adherence. INTERVENTION Feedback on personalized data from continuous glucose monitoring (CGM), its intersection with other ecological data sets (exercise, mood, and sleep), and other informational and motivational elements (exercise videos, text-based exercise coach, and self-monitoring diary). MAIN OUTCOME MEASURES Feasibility (use metrics and assessment completion), safety (mild and severe hypoglycemia, and diabetic ketoacidosis), acceptability (system usability scale, single items, and interview themes), and standard clinical and psychosocial assessments. RESULTS Participants increased exercise from a median of 0 (Interquartile range, 0-21) to 64 (20-129) minutes per week ( P = 0.001, d = 0.71) with no severe hypoglycemia or ketoacidosis. Body mass index increased (29.5 ± 5.1 to 29.8 ± 5.4 kg/m 2 , P = 0.02, d = 0.57). Highest satisfaction ratings were for CGM use (89%) and data on exercise and its intersection with CGM and sleep (94%). Satisfaction was primarily because of improved exercise management behavioral skills, although derived motivation was transient. CONCLUSIONS The intervention was feasible, safe, and acceptable. However, there is a need for more intensive, sustained support. Future interventions should perform analytics upon the digital health information and molecular biomarkers (eg, genomics) to make exercise support tools that are more personalized, automated, and intensive than our present offerings.
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Affiliation(s)
- Garrett I Ash
- Veterans Affairs Connecticut Healthcare System, West Haven, Connecticut
- Yale University, New Haven, Connecticut
| | | | - Matthew Stults-Kolehmainen
- Yale-New Haven Hospital, New Haven, Connecticut
- Teachers College - Columbia University, New York, New York
| | | | | | - Cynthia Brandt
- Veterans Affairs Connecticut Healthcare System, West Haven, Connecticut
- Yale University, New Haven, Connecticut
| | - Barbara I Gulanski
- Veterans Affairs Connecticut Healthcare System, West Haven, Connecticut
- Yale University, New Haven, Connecticut
| | - Elias K Spanakis
- Veterans Affairs Maryland Healthcare System, Baltimore, Maryland
- University of Maryland, Baltimore, Maryland; and
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15
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Kostopoulou E, Andreopoulou O, Daskalaki S, Kotanidou E, Vakka A, Galli-Tsinopoulou A, Spiliotis BE, Gonder-Frederick L, Fouzas S. Translation and Validation Study of the Hypoglycemia Fear Survey in a Greek Population of Children and Adolescents with Type 1 Diabetes Mellitus and their Parents. CHILDREN (BASEL, SWITZERLAND) 2023; 10:1458. [PMID: 37761419 PMCID: PMC10529311 DOI: 10.3390/children10091458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Revised: 08/17/2023] [Accepted: 08/22/2023] [Indexed: 09/29/2023]
Abstract
The present study attempted to translate and culturally adapt an established research instrument, the Hypoglycemia Fear Survey (HFS) questionnaire, to the Greek population and evaluate its validity and internal consistency so that it can be used for the assessment of hypoglycemia fear in Greek children and adolescents with T1DM and their parents. One hundred Greek children and adolescents with T1DM, 54 males, 6-18 years old, and one of their parents participated in this validation study. The participants completed the translated Greek HFS, which includes one version for children (CHFS) and one for parents (PHFS). Exploratory Factor Analysis (EFA) was used to assess construct validity. Internal consistency was assessed using Cronbach's alpha, and convergent validity was established by estimating the correlation coefficients between the scores of the HFS scales/subscales and the different constructs of the Pediatric Quality of Life Inventory. The CHFS and PHFS exhibited adequate internal consistency for the total score and the Worry subscale, but lower consistency for the Behavior subscale. High test-retest reliability was also shown. We conclude that the Greek version of the HFS is a valid and reliable instrument to assess the fear of hypoglycemia in Greek children and adolescents with T1DM and their parents.
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Affiliation(s)
- Eirini Kostopoulou
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, University of Patras School of Medicine, 26500 Patras, Greece; (E.K.); (A.V.); (B.E.S.)
| | - Ourania Andreopoulou
- Department of Psychiatry, University of Patras School of Medicine, 26500 Patras, Greece;
| | - Sophia Daskalaki
- Department of Electrical and Computer Engineering, School of Engineering, University of Patras, 26500 Patras, Greece;
| | - Eleni Kotanidou
- Unit of Pediatric and Adolescent Diabetes Mellitus, Second Department of Pediatrics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, AHEPA University Hospital, 54636 Thessaloniki, Greece; (E.K.); (A.G.-T.)
| | - Angeliki Vakka
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, University of Patras School of Medicine, 26500 Patras, Greece; (E.K.); (A.V.); (B.E.S.)
| | - Assimina Galli-Tsinopoulou
- Unit of Pediatric and Adolescent Diabetes Mellitus, Second Department of Pediatrics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, AHEPA University Hospital, 54636 Thessaloniki, Greece; (E.K.); (A.G.-T.)
| | - Bessie E. Spiliotis
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, University of Patras School of Medicine, 26500 Patras, Greece; (E.K.); (A.V.); (B.E.S.)
| | | | - Sotirios Fouzas
- Department of Pediatrics, University of Patras School of Medicine, 26500 Patras, Greece
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Talbo MK, Katz A, Hill L, Peters TM, Yale JF, Brazeau AS. Effect of diabetes technologies on the fear of hypoglycaemia among people living with type 1 diabetes: a systematic review and meta-analysis. EClinicalMedicine 2023; 62:102119. [PMID: 37593226 PMCID: PMC10430205 DOI: 10.1016/j.eclinm.2023.102119] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 07/06/2023] [Accepted: 07/10/2023] [Indexed: 08/19/2023] Open
Abstract
Background Fear of hypoglycaemia (FOH) significantly disrupts the daily management of type 1 diabetes (T1D) and increases the risk of complications. Recent technological advances can improve glucose metrics and reduce hypoglycaemia frequency, yet their impact on FOH is unclear. This systematic review and meta-analysis (SRMA) aimed to synthesize the current literature to understand the impact of diabetes technologies on FOH in T1D. Methods In this SRMA, we searched PubMed, Medline, Scopus, and Web of Science from inception up to May 21st, 2023 for studies assessing the effect of using real-time or intermittently scanned continuous glucose monitors (rtCGM or isCGM); insulin pumps (CSII); and their combinations on FOH as the primary outcome, measured using the Hypoglycaemia Fear Survey (HFS; including total, worries [HFS-W], and behaviours [HFS-B] scores), in non-pregnant adults with T1D. Data was extracted by the first and second authors. Results were pooled using a random-effects model based on study design (RCT and non-RCT), with subgroup analysis based on the type of technology, reported change in hypoglycaemia frequency, and duration of use. Risk of bias was evaluated with Cochrane and Joanna Briggs Institute tools. This study is registered with PROSPERO, CRD42021253618. Findings A total of 51 studies (n = 8966) were included, 22 of which were RCTs. Studies on rtCGM and CSII reported lower FOH levels with ≥8 weeks of use. Studies on CSII and rtCGM combinations reported lower FOH levels after ≥13 weeks of automated insulin delivery (AID) use or 26 weeks of sensor-augmented pump (SAP) use. The meta-analysis showed an overall lower FOH with technologies, specifically for the HFS-W subscale. The RCT meta-analysis showed lower HFS-W scores with rtCGM use (standard mean difference [95%CI]: -0.14 [-0.23, -0.05], I2 = 0%) and AID (-0.17 [-0.33, -0.01], I2 = 0%). Results from non-RCT studies show that SAP users (-0.33 [-0.38, -0.27], I2 = 0%) and rtCGM users (-0.38 [-0.61, -0.14], I2 = 0%) had lower HFS-W. Interpretation We found consistent, yet small to moderate, effects supporting that diabetes technologies (specifically rtCGM, SAP, and AID) may reduce hypoglycaemia-related worries in adults with T1D. Current literature, however, has limitations including discrepancies in baseline characteristics and limited, mainly descriptive, statistical analysis. Thus, future studies should assess FOH as a primary outcome, use validated surveys, and appropriate statistical analysis to evaluate the clinical impacts of technology use beyond just glucose metrics. Funding Canadian Institutes of Health Research, Juvenile Diabetes Research Foundation Ltd.
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Affiliation(s)
- Meryem K. Talbo
- School of Human Nutrition, McGill University, 21111 Lakeshore Road, Ste-Anne-de-Bellevue, Québec H9X 3V9, Canada
| | - Alexandra Katz
- School of Human Nutrition, McGill University, 21111 Lakeshore Road, Ste-Anne-de-Bellevue, Québec H9X 3V9, Canada
- Faculté de Médecine, Université de Montréal, 2900 Edouard Montpetit Blvd, Montréal, Québec H3T 1J4, Canada
| | - Lee Hill
- School of Human Nutrition, McGill University, 21111 Lakeshore Road, Ste-Anne-de-Bellevue, Québec H9X 3V9, Canada
- Department of Paediatrics, Research Institute of the McGill University Health Centre, 5252 de Maisonneuve Boulevard W, Montréal, Québec H4A 3S9, Canada
| | - Tricia M. Peters
- Centre for Clinical Epidemiology, and Division of Endocrinology, Lady Davis Research Institute, Jewish General Hospital, 3755 Cote Ste Catherine, Montréal, Québec H3T 1E2, Canada
| | - Jean-François Yale
- Division of Endocrinology and Metabolism, Department of Medicine, McGill University Health Centre, 687 Pine Avenue West Montreal, Montréal, Québec H3A 1A1, Canada
| | - Anne-Sophie Brazeau
- School of Human Nutrition, McGill University, 21111 Lakeshore Road, Ste-Anne-de-Bellevue, Québec H9X 3V9, Canada
- Montréal Diabetes Research Centre, 900, Saint-Denis, Montréal, Québec H2X 0A9, Canada
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Kelly CS, Nguyen H, Luo W, Chapman K, Poon JL, Perez-Nieves M, Baker L, Wolf WA, Mitchell B. Emerging Adult and Caregiver Psychosocial Experiences with Severe Hypoglycemic Events and the Perceived Impact of Nasal Glucagon: A Cross-Sectional Study. Diabetes Ther 2023:10.1007/s13300-023-01425-1. [PMID: 37268778 PMCID: PMC10299968 DOI: 10.1007/s13300-023-01425-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 05/15/2023] [Indexed: 06/04/2023] Open
Abstract
INTRODUCTION Severe hypoglycemic events are distressing. Although past studies have shown that young adulthood is a potentially distressing time, few studies have explored distress about severe hypoglycemia in this age group. The real-world psychosocial experiences of potential severe hypoglycemic events and the perceived impact of glucagon treatments like nasal glucagon are currently unknown. We explored perceptions of severe hypoglycemic events and impact of nasal glucagon on psychosocial experiences with these events in emerging adults with type 1 diabetes and caregivers of emerging adults and children/teens. Further, we compared perceptions of preparedness and protection in handling severe hypoglycemic events with nasal glucagon versus the emergency glucagon kit that requires reconstitution (e-kit). METHODS This observational, cross-sectional study enrolled emerging adults (aged 18-26; N = 364) with type 1 diabetes, caregivers of emerging adults (aged 18-26; N = 138) with type 1 diabetes, and caregivers of children/teens (aged 4-17; N = 315) with type 1 diabetes. Participants completed an online survey about their experiences with severe hypoglycemia, perceptions of nasal glucagon impact on psychosocial experiences, and perceptions of feeling prepared and protected with nasal glucagon and the e-kit. RESULTS Many emerging adults (63.7%) agreed that the experience of severe hypoglycemic events was distressing; 33.3% and 46.7% of caregivers of emerging adults and children/teens, respectively, reported distress. Participants reported positive perceptions of nasal glucagon impact, particularly improved confidence in other people's ability to help during severe hypoglycemic events: emerging adults, 81.4%; caregivers of emerging adults, 77.6%; caregivers of children/teens, 75.5%. Participants demonstrated higher perceptions of preparedness and protection for nasal glucagon than for the e-kit (p < 0.001). CONCLUSIONS Participants reported improved confidence in other people's ability to help during severe hypoglycemic events since having nasal glucagon available. This suggests that nasal glucagon may help broaden the support network for young people with type 1 diabetes and their caregivers.
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Affiliation(s)
- Caitlin S Kelly
- T1D Exchange, 11 Avenue de Lafayette, 5th Floor, Boston, MA, 02111, USA.
| | - Huyen Nguyen
- T1D Exchange, 11 Avenue de Lafayette, 5th Floor, Boston, MA, 02111, USA
| | - Weixiu Luo
- TechData Service, King of Prussia, PA, USA
| | - Katherine Chapman
- T1D Exchange, 11 Avenue de Lafayette, 5th Floor, Boston, MA, 02111, USA
| | | | | | | | - Wendy A Wolf
- T1D Exchange, 11 Avenue de Lafayette, 5th Floor, Boston, MA, 02111, USA
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18
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Armstrong M, Colberg SR, Sigal RJ. Where to Start? Physical Assessment, Readiness, and Exercise Recommendations for People With Type 1 or Type 2 Diabetes. Diabetes Spectr 2023; 36:105-113. [PMID: 37193205 PMCID: PMC10182968 DOI: 10.2337/dsi22-0016] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Exercise plays an important role in the management of diabetes and is associated with many benefits such as decreased morbidity and mortality. For people exhibiting signs and symptoms of cardiovascular disease, pre-exercise medical clearance is warranted; however, requiring broad screening requirements can lead to unnecessary barriers to initiating an exercise program. Robust evidence supports the promotion of both aerobic and resistance training, with evidence emerging on the importance of reducing sedentary time. For people with type 1 diabetes, there are special considerations, including hypoglycemia risk and prevention, exercise timing (including prandial status), and differences in glycemic responses based on biological sex.
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Affiliation(s)
- Marni Armstrong
- Medicine Strategic Clinical Network, Alberta Health Services, Alberta, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Sheri R. Colberg
- Human Movement Sciences Department, Old Dominion University, Norfolk, VA
| | - Ronald J. Sigal
- Departments of Medicine, Cardiac Sciences, and Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Huerta-Uribe N, Chueca-Guindulain MJ, Berrade-Zubiri S, Burillo-Sánchez E, Izquierdo M, García-Hermoso A. Is fear of hypoglycemia a major barrier to an active lifestyle in children and adolescents with type 1 diabetes? The Diactive-1 Study. Scand J Med Sci Sports 2023. [PMID: 37051775 DOI: 10.1111/sms.14369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 03/07/2023] [Accepted: 03/30/2023] [Indexed: 04/14/2023]
Abstract
Studies on fear of hypoglycemia as a barrier to physical activity among youth with type 1 diabetes (T1D) have been limited and controversial, most of which used self-reported assessment. The aim of the study was to evaluate the relationship between fear of hypoglycemia and physical activity and glycemic metrics in children and adolescents with T1D. Seventy-four participants (6-18 years of age; 44.6% females) with T1D were included in the study. Physical activity was assessed through accelerometry on nine consecutive days, and blood glucose metrics were simultaneously tracked using continuous glucose monitoring (time-in-range and hypoglycemic events). A closed question was used to evaluate the avoidance of physical activity due to fear of hypoglycemia. Fifteen participants (20%) reported avoiding physical activity due to fear of hypoglycemia. The group reporting no fear of hypoglycemia showed lower total physical activity (-35.33 min/day, 95% confidence interval [CI] (-77.57 to -1.47)) and light physical activity (-29.81 min/day, 95% CI -64.01 to -2.75) and higher sedentary time (77.95 min/day, 95% CI 26.46-136.87) per day compared with those with fear of hypoglycemia. No difference was found between those patients with fear of hypoglycemia in terms of meeting the recommendations of glycated hemoglobin, glucose coefficient of variation, and time-in-range when compared to those with no fear of hypoglycemia. In conclusion, children and adolescents with fear of hypoglycemia were more active, less sedentary, and had similar glycemic metrics to those without fear. Our results therefore suggest that fear of hypoglycemia may be less of a barrier to an active lifestyle than previously believed.
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Affiliation(s)
- Nidia Huerta-Uribe
- Navarrabiomed, Hospital Universitario de Navarra, IdiSNA, Universidad Pública de Navarra (UPNA), Pamplona, Spain
| | | | - Sara Berrade-Zubiri
- Pediatric Endocrinology Unit, Hospital Universitario de Navarra (CHN), IdiSNA, Pamplona, Spain
| | | | - Mikel Izquierdo
- Navarrabiomed, Hospital Universitario de Navarra, IdiSNA, Universidad Pública de Navarra (UPNA), Pamplona, Spain
| | - Antonio García-Hermoso
- Navarrabiomed, Hospital Universitario de Navarra, IdiSNA, Universidad Pública de Navarra (UPNA), Pamplona, Spain
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Montt-Blanchard D, Sánchez R, Dubois-Camacho K, Leppe J, Onetto MT. Hypoglycemia and glycemic variability of people with type 1 diabetes with lower and higher physical activity loads in free-living conditions using continuous subcutaneous insulin infusion with predictive low-glucose suspend system. BMJ Open Diabetes Res Care 2023; 11:e003082. [PMID: 36944432 PMCID: PMC11687416 DOI: 10.1136/bmjdrc-2022-003082] [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] [Received: 08/08/2022] [Accepted: 02/23/2023] [Indexed: 03/23/2023] Open
Abstract
INTRODUCTION Maintaining glycemic control during and after physical activity (PA) is a major challenge in type 1 diabetes (T1D). This study compared the glycemic variability and exercise-related diabetic management strategies of adults with T1D achieving higher and lower PA loads in nighttime-daytime and active- sedentary behavior hours in free-living conditions. RESEARCH DESIGN AND METHODS Active adults (n=28) with T1D (ages: 35±10 years; diabetes duration: 21±11 years; body mass index: 24.8±3.4 kg/m2; glycated hemoglobin A1c: 6.9±0.6%) on continuous subcutaneous insulin delivery system with predictive low glucose suspend system and glucose monitoring, performed different types, duration and intensity of PA under free-living conditions, tracked by accelerometer over 14 days. Participants were equally divided into lower load (LL) and higher load (HL) by median of daily counts per minute (61122). Glycemic variability was studied monitoring predefined time in glycemic ranges (time in range (TIR), time above range (TAR) and time below range (TBR)), coefficient of variation (CV) and mean amplitude of glycemic excursions (MAGE). Parameters were studied in defined hours timeframes (nighttime-daytime and active-sedentary behavior). Self-reported diabetes management strategies were analysed during and post-PA. RESULTS Higher glycemic variability (CV) was observed in sedentary hours compared with active hours in the LL group (p≤0.05). HL group showed an increment in glycemic variability (MAGE) during nighttime versus daytime (p≤0.05). There were no differences in TIR and TAR across all timeframes between HL and LL groups. The HL group had significantly more TBR during night hours than the LL group (p≤0.05). Both groups showed TBR above recommended values. All participants used fewer post-PA management strategies than during PA (p≤0.05). CONCLUSION Active people with T1D are able to maintain glycemic variability, TIR and TAR within recommended values regardless of PA loads. However, the high prevalence of TBR and the less use of post-PA management strategies highlights the potential need to increase awareness on actions to avoid glycemic excursions and hypoglycemia after exercise completion.
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Affiliation(s)
| | - Raimundo Sánchez
- Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez, Penalolen, Chile
| | - Karen Dubois-Camacho
- Faculty of Medicine, Institute of Biomedical Sciences, Universidad de Chile, Santiago de Chile, Chile
| | - Jaime Leppe
- Faculty of Medicine, Clínica Alemana, Universidad del Desarrollo, Santiago, Chile
| | - María Teresa Onetto
- Faculty of Medicine, Pontifical Catholic University of Chile, Santiago, Chile
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Grau-Del Valle C, Marco-Expósito JF, Bosch-Sierra N, Zaragoza-Villena B, Solá E, Montoya-Castilla I, Morillas C, Bañuls C. Effect of perceived stress, concern about hypoglycaemia and level of knowledge of management of the disease on glycaemic control in type 1 diabetes mellitus. J Clin Nurs 2023; 32:264-272. [PMID: 35224806 DOI: 10.1111/jocn.16270] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 11/10/2021] [Accepted: 01/10/2022] [Indexed: 12/14/2022]
Abstract
AIMS AND OBJECTIVES To evaluate perceived stress, concern about hypoglycaemia and the level of knowledge of management of the disease in patients with type 1 diabetes mellitus and their relationship with glycaemic control, gender and age. BACKGROUND Perceived stress and concern about hypoglycaemia are significant obstacles to achieving adequate glycaemic control in patients with type 1 diabetes mellitus, and notably influence management of the disease itself. MATERIAL AND METHODS A cross-sectional study was carried out in 193 adult patients with type 1 diabetes mellitus. Study quality was scored using the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist for cohort studies. Glycaemic control was evaluated by number and type of hypoglycaemic event and glycosylated haemoglobin. Questionnaires about hypoglycaemia concern (HFS II), perceived stress (PSS), unrecognised hypoglycaemia (Clarke Test) and level of knowledge of the disease were completed. RESULTS Perceived stress was significantly associated with glycosylated haemoglobin (p < 0.001) and concern about hypoglycaemia (p < 0.037). With respect to level of knowledge, we observed that an advanced level was associated with lower glycosylated haemoglobin (p < 0.001), number (p < 0.001) and type (p < 0.001) of hypoglycaemic episode, and less perceived stress (p = 0.006). In addition, age was negatively correlated with perceived stress (p < 0.030) and positively correlated with the number of unrecognised hypoglycaemic episodes (p < 0.002), which was associated, in turn, with a higher number of daily glycaemia tests (p < 0.037) and concern about hypoglycaemia (p < 0.006). CONCLUSION In type 1 diabetes mellitus, perceived stress can negatively influence glycaemic control and concern about hypoglycaemia, and level of knowledge about the condition has a bearing on glycosylated haemoglobin levels, perceived stress and number and type of hypoglycaemic events. In addition, higher age is associated with more frequent unrecognised hypoglycaemic events. RELEVANCE TO CLINICAL PRACTICE It is essential to identify and address the psychological needs of patients with type 1 diabetes mellitus with the aim of achieving an adequate management of the disease itself and generating a change in future intervention strategies.
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Affiliation(s)
- Carmen Grau-Del Valle
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain
| | - José Francisco Marco-Expósito
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain
| | - Neus Bosch-Sierra
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain
| | - Begoña Zaragoza-Villena
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain
| | - Eva Solá
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain.,Departament of Medicine, University of Valencia, Valencia, Spain
| | | | - Carlos Morillas
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain.,Departament of Medicine, University of Valencia, Valencia, Spain
| | - Celia Bañuls
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain
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Validation and Cross-Cultural Adaptation of the Diabetes Self-Management Questionnaire (DSMQ) and the Social Phobia Inventory (SPIN) in Romanian Patients with Diabetes Mellitus. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:medicina58121823. [PMID: 36557025 PMCID: PMC9783180 DOI: 10.3390/medicina58121823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 12/08/2022] [Accepted: 12/09/2022] [Indexed: 12/14/2022]
Abstract
Background and Objectives: Anxiety disorders are common in individuals with diabetes mellitus (DM) and have a negative impact on diabetes-related self-management and, therefore, on patients’ evolution and prognosis. In this context, it becomes necessary to accurately and easily assess anxiety and self-management behaviours. Thus, the aim of this research was translation and cultural adaptation for Romanian patients and validation of two instruments used for assessing diabetes self-management and anxiety, namely the Diabetes Self-Management Questionnaire (DSMQ) and the Social Phobia Inventory (SPIN). Materials and Methods: The Summary of Diabetes Self-Care Activities Questionnaire (SDSCA) and the DSMQ instruments for assessing diabetes self-management, as well as the Generalised Anxiety Disorder Scale (GAD-7) and the SPIN instruments for assessing anxiety, have been administered to 117 patients from Timisoara, Romania, previously diagnosed with DM. Results: The SPIN has proven to have good internal consistency, excellent acceptability of its questions without non-responders and a median completion time of 3 min and 10 s, an excellent test−retest performance (Spearman’s rho = 0.971, p < 0.001 between two administrations of the test) and good validity in comparison with the GAD-7, a previously validated and comprehensive instrument. The DSMQ has also proven to have acceptable internal consistency, excellent acceptability of its questions without non-responders and a median completion time of 2 min and 28 s; however, it has shown a weak, positive correlation without statistical significance in comparison with the SDSCA, a previously validated questionnaire. Conclusions: The SPIN, translated in Romanian and culturally adapted, is a valid tool for the screening of social phobias in individuals with DM. The DSMQ requires additional data for its validation in DM patients from Romania.
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Hughes AS, Chapman K, Bispham J, Dimsits J, Weinzimer S, Wolf W, Heydarian N. " It's embarrassing. I get angry. I get frustrated.": Understanding severe hypoglycemia and glucagon usage from the perspectives of people with type 1 diabetes. J Clin Transl Endocrinol 2022; 30:100310. [PMID: 36620758 PMCID: PMC9816066 DOI: 10.1016/j.jcte.2022.100310] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 10/10/2022] [Accepted: 10/18/2022] [Indexed: 12/12/2022] Open
Abstract
Introduction This study characterized the emotional impact of severe hypoglycemia, views of glucagon, and barriers to glucagon use from the perspective of adults with type 1 diabetes (T1D). Methods Participants included individuals recruited from the T1D Exchange online community. The current study conducted 7 focus groups consisting of adults with T1D (N = 38, average age 49.4, SD = 16.11 years). Average duration of diabetes was 34.4 years (SD = 17.3) and average self-reported A1c was 6.8 % (SD = 0.7). Focus group interviews were recorded, transcribed, and thematically analyzed. Results A range of emotions was expressed about severe hypoglycemia including fear, anxiety, stress, frustration, shame, and embarrassment. Participants frequently identified prescription cost and insurance deductibles as barriers to glucagon use. Participants were also concerned about ease of administration-how difficult it is to prepare the glucagon in an emergency. Many participants expressed a preference for auto-injectables over nasal administration. Timing of glucagon action and time to recovery were high priorities. Some participants, while they had not self-administered glucagon, were interested in a mini-dose glucagon they could self-administer. They also identified desirable characteristics of glucagon treatment including reduced cost, long shelf-life, and quick activation. Conclusions These results highlight the attitudes about severe hypoglycemia and emergency treatment with glucagon. Healthcare professionals should assess glucagon training needs and knowledge when they meet with their patients with diabetes.
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Affiliation(s)
- Allyson S. Hughes
- Ohio University Heritage College of Osteopathic Medicine, Athens, OH, USA
- Corresponding author at: Department of Primary Care, Ohio University Heritage College of Osteopathic Medicine, 102 W Green Dr, Irvine Hall, Room 128E, Athens, OH 45701, USA.
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Dénes-Fazakas L, Siket M, Szilágyi L, Kovács L, Eigner G. Detection of Physical Activity Using Machine Learning Methods Based on Continuous Blood Glucose Monitoring and Heart Rate Signals. SENSORS (BASEL, SWITZERLAND) 2022; 22:8568. [PMID: 36366265 PMCID: PMC9658555 DOI: 10.3390/s22218568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Revised: 10/28/2022] [Accepted: 11/05/2022] [Indexed: 06/16/2023]
Abstract
Non-coordinated physical activity may lead to hypoglycemia, which is a dangerous condition for diabetic people. Decision support systems related to type 1 diabetes mellitus (T1DM) still lack the capability of automated therapy modification by recognizing and categorizing the physical activity. Further, this desired adaptive therapy should be achieved without increasing the administrative load, which is already high for the diabetic community. These requirements can be satisfied by using artificial intelligence-based solutions, signals collected by wearable devices, and relying on the already available data sources, such as continuous glucose monitoring systems. In this work, we focus on the detection of physical activity by using a continuous glucose monitoring system and a wearable sensor providing the heart rate-the latter is accessible even in the cheapest wearables. Our results show that the detection of physical activity is possible based on these data sources, even if only low-complexity artificial intelligence models are deployed. In general, our models achieved approximately 90% accuracy in the detection of physical activity.
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Affiliation(s)
- Lehel Dénes-Fazakas
- Physiological Controls Research Center, Óbuda University, Bécsi út 96/b, H-1034 Budapest, Hungary
- Applied Informatics and Applied Mathematics Doctoral School, Óbuda University, Bécsi út 96/b, H-1034 Budapest, Hungary
| | - Máté Siket
- Physiological Controls Research Center, Óbuda University, Bécsi út 96/b, H-1034 Budapest, Hungary
- Applied Informatics and Applied Mathematics Doctoral School, Óbuda University, Bécsi út 96/b, H-1034 Budapest, Hungary
- Institute for Computer Science and Control, Eötvös Lóránd Research Network, H-1111 Budapest, Hungary
| | - László Szilágyi
- Physiological Controls Research Center, Óbuda University, Bécsi út 96/b, H-1034 Budapest, Hungary
- Biomatics and Applied Artificial Intelligence Institution, John von Neumann Faculty of Informatics, Óbuda University, Bécsi út 96/b, H-1034 Budapest, Hungary
- Computational Intelligence Research Group, Sapientia Hungarian University of Transylvania, 540485 Tîrgu Mureş, Romania
| | - Levente Kovács
- Physiological Controls Research Center, Óbuda University, Bécsi út 96/b, H-1034 Budapest, Hungary
- Biomatics and Applied Artificial Intelligence Institution, John von Neumann Faculty of Informatics, Óbuda University, Bécsi út 96/b, H-1034 Budapest, Hungary
| | - György Eigner
- Physiological Controls Research Center, Óbuda University, Bécsi út 96/b, H-1034 Budapest, Hungary
- Biomatics and Applied Artificial Intelligence Institution, John von Neumann Faculty of Informatics, Óbuda University, Bécsi út 96/b, H-1034 Budapest, Hungary
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Rodríguez de Vera-Gómez P, Mateo-Rodríguez C, Vivas-López C, Serrano-Olmedo I, Méndez-Muros M, Morales-Portillo C, Sevillano Jiménez M, Hernández-Herrero C, Martínez-Brocca MA. Effectiveness of a flash glucose monitoring systems implementation program through a group and telematic educational intervention in adults with type 1 diabetes. ENDOCRINOL DIAB NUTR 2022; 69:657-668. [PMID: 36424340 DOI: 10.1016/j.endien.2022.11.002] [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: 06/27/2021] [Accepted: 09/15/2021] [Indexed: 06/16/2023]
Abstract
OBJECTIVES Verifying the clinical effectiveness and the impact on quality-of-life parameters, fear of hypoglycaemia and satisfaction with the treatment obtained with a flash glucose monitoring (MFG) devices implantation program that includes a telematic and group educational intervention in adults with type 1 diabetes. PATIENTS AND METHODS Prospective quasi-experimental study, carried out during the COVID-19 pandemic period with a 9-month follow-up at the Virgen Macarena University Hospital, Sevilla. RESULTS Eighty-eight participants were included (men: 46.6%; mean age (years) 38.08, SD: 9.38); years of DM1 evolution: 18.4 (SD: 10.49); treatment with multiple doses insulin (MDI) 70.5% vs 29.5% subcutaneous insulin infusion therapy (CSII)). Baseline HbA1c was 7.74% (1.08). After the intervention, the global decrease in HbA1c was -0.45% (95% CI [-0.6, -0.25], P < 0.01), increasing to -1.08% in the group that started with HbA1c ≥ 8% (P < 0.01). A mean decrease in the Fear of Hypoglycemia 15 (FH15) test score of -6.5 points was observed (P < 0.01). In the global score of the Spanish version of Diabetes Quality Of Life (DQOL-s) test, the decrease was -8.44 points (P < 0.01). In Diabetes Treatment Satisfaction Questionnaire test (DTQ-s), global score increased in + 4 points (P < 0.01). CONCLUSIONS The incorporation of an educational program in group and telematic format within the development of MFG devices implantation strategies is an effective option, with associated benefits in quality of life and fear of hypoglycemia in adult patients with DM1. This option can be implemented in usual clinical practice.
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Affiliation(s)
| | - Carmen Mateo-Rodríguez
- Servicio de Endocrinología y Nutrición, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | - Carmen Vivas-López
- Servicio de Endocrinología y Nutrición, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | - Isabel Serrano-Olmedo
- Servicio de Endocrinología y Nutrición, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | - Mariola Méndez-Muros
- Servicio de Endocrinología y Nutrición, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | | | - María Sevillano Jiménez
- Servicio de Endocrinología y Nutrición, Hospital Universitario Virgen Macarena, Sevilla, Spain
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Hohendorff J, Witek P, Kania M, Sudol M, Hajduk K, Stepien A, Cyganek K, Kiec-Wilk B, Klupa T, Malecki MT. Higher scanning frequency is correlated with less fear of hypoglycemia in type 1 diabetes patients using isCGM. Front Endocrinol (Lausanne) 2022; 13:996933. [PMID: 36277730 PMCID: PMC9582341 DOI: 10.3389/fendo.2022.996933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/15/2022] [Indexed: 11/30/2022] Open
Abstract
Background Frequent scanning of intermittently scanned continuous glucose monitoring (isCGM) devices is associated with improvements in glycemic indices. Limited data is available for its correlation with fear of hypoglycemia (FOH), an established factor affecting quality of life and glycemic control in type 1 diabetes (T1DM). Aim The aim of the study was to analyze the association of sensor scanning frequency with FOH and glycemic indices in T1DM patients using isCGM. Subjects and methods T1DM patients using isCGM were eligible. Clinical data and Ambulatory Glucose Profile (AGP) reports were obtained from medical records. At outpatient visits, AGP of last 14 days prior to visit were analyzed and FOH was assessed using Hypoglycemia Fear Survey II (HFS II). Results We included 77 consecutive T1DM patients (58 females, 19 males). Mean age was 34.1 ± 10.2 years and mean T1DM duration was 14.7 ± 12.0 years. Baseline mean glycemic indices were as follows: mean glucose - 155.8 ± 29.8 mg/dL; GMI - 53.3 ± 7.5 mmol/mol; TIR - 66.4 ± 17.8%; TBR70 - 4.5 ± 4.1%; TBR54 - 0.6 ± 1.2%; TAR180 - 29.2 ± 17.9%; TAR250 - 9.6 ± 10.4%; %CV - 36.7 ± 8.3. Average scanning frequency was 13.8 ± 7.8 scans/day. Mean HFS II scores were 16.1 ± 7.2 and 18.7 ± 12.2 in behavior and worry subscale, respectively. Correlation was confirmed between scanning frequency and mean glucose, GMI, TIR, TBR70, TAR180, TAR250, %CV and HFS II total, and HFS II - B (p<0.05 for all statistics). Conclusions For the first time, we report that higher scanning frequency is associated not only with better glycemic indices but also with less FOH in T1DM adult patients using isCGM.
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Affiliation(s)
- Jerzy Hohendorff
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
- Department of Metabolic Diseases and Diabetology, University Hospital in Krakow, Krakow, Poland
| | - Przemyslaw Witek
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
- Department of Metabolic Diseases and Diabetology, University Hospital in Krakow, Krakow, Poland
| | - Michal Kania
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
- Department of Metabolic Diseases and Diabetology, University Hospital in Krakow, Krakow, Poland
| | - Maria Sudol
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
| | - Katarzyna Hajduk
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
| | - Adam Stepien
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
| | - Katarzyna Cyganek
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
- Department of Metabolic Diseases and Diabetology, University Hospital in Krakow, Krakow, Poland
| | - Beata Kiec-Wilk
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
- Department of Metabolic Diseases and Diabetology, University Hospital in Krakow, Krakow, Poland
- Unit of Rare Metabolic Diseases, Department of Metabolic Diseases and Diabetology, University Hospital in Krakow, Krakow, Poland
| | - Tomasz Klupa
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
- Department of Metabolic Diseases and Diabetology, University Hospital in Krakow, Krakow, Poland
| | - Maciej T. Malecki
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
- Department of Metabolic Diseases and Diabetology, University Hospital in Krakow, Krakow, Poland
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Talbo MK, Rabasa-Lhoret R, Yale JF, Peters TM, Brazeau AS. Are nocturnal hypoglycemia prevention strategies influenced by diabetes technology usage? A BETTER registry analysis. Diabetes Res Clin Pract 2022; 191:110080. [PMID: 36099973 DOI: 10.1016/j.diabres.2022.110080] [Citation(s) in RCA: 3] [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] [Received: 06/29/2022] [Revised: 09/02/2022] [Accepted: 09/06/2022] [Indexed: 12/24/2022]
Abstract
AIM To assess the association of nocturnal hypoglycemia prevention strategies (NH-PS) and diabetes technology usage (insulin pump and/or continuous glucose monitors [CGM]) in people with type 1 diabetes (PWT1D). METHODS Logistic regression models were used to describe associations between self-reported NH-PS and diabetes technology (pump with intermittently-scanned or real-time CGM (isCGM or rtCGM), or automated insulin delivery (AID)), hypoglycemia history, and fear of hypoglycemia (FOH). RESULTS Among 831 adults (65 % female, aged 44 ± 15 years, T1D duration 26 ± 15 years), 32 % reported HbA1c ≤ 7.0 %, 88 % used ≥ 1 diabetes technology, 66 % reported ≥ 1 symptomatic NH in the past month, and 64 % used ≥ 2 NH-PS. Compared to multiple daily injections (MDI) + capillary blood glucose (CBG), bedtime snack consumption was less likely among pump + isCGM (OR [95 %CI]: 0.55 [0.31, 0.98]), pump + rtCGM (0.40 [0.20, 0.81]), and AID (0.34 [0.17, 0.66]) users, while evening insulin basal reduction was associated with CSII + CBG (3.15 [1.25, 7.99]), pump + isCGM 4.00 [1.99, 8.01]), and pump + rtCGM 2.89 [1.28, 6.50] use. Elevated FOH was associated with snack consumption (1.37 [1.00, 1.89]), evening bolus insulin avoidance (1.77 [1.11, 2.83]), limiting exercise (2.50 [1.30, 4.82]), and limiting alcohol consumption (2.33 [1.15, 4.70]) as NH-PS. CONCLUSION Technology use and elevated FOH might influence PWT1D' choice of NH-PS.
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Affiliation(s)
- Meryem K Talbo
- School of Human Nutrition, McGill University, 21111 Lakeshore Dr, Sainte-Anne-de-Bellevue, Quebec H9X 3V9, Canada
| | - Rémi Rabasa-Lhoret
- Institut de Recherches Cliniques de Montréal Université de Montréal, 110 Pine Ave W, Montréal, Québec H2W 1R7, Canada; Division of Endocrinology and Metabolism, Centre hospitalier de l'Université de Montréal, Canada; Montreal Diabetes Research Center, 900 Saint-Denis, Montreal, QC H2X 0A9, Canada
| | - Jean-François Yale
- Division of Endocrinology and Metabolism, McGill University Health Center, McGill University, Montreal, Quebec, Canada
| | - Tricia M Peters
- Lady Davis Institute of Medical Research, Jewish General Hospital, Montreal, Quebec, Canada; The Jewish General Hospital, Division of Endocrinology, Department of Medicine, McGill University, Montreal, QC, Canada
| | - Anne-Sophie Brazeau
- School of Human Nutrition, McGill University, 21111 Lakeshore Dr, Sainte-Anne-de-Bellevue, Quebec H9X 3V9, Canada; Montreal Diabetes Research Center, 900 Saint-Denis, Montreal, QC H2X 0A9, Canada.
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Messaaoui A, Tenoutasse S, Hajselova L, Crenier L. Comparison Between Continuous Versus Flash Glucose Monitoring in Children, Adolescents, and Young Adults with Type 1 Diabetes: An 8-Week Prospective Randomized Trial. Diabetes Ther 2022; 13:1671-1681. [PMID: 35870074 PMCID: PMC9399330 DOI: 10.1007/s13300-022-01297-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 07/01/2022] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION To assess the impact of real-time continuous glucose monitoring (RT-CGM) instead of first-generation flash glucose monitoring (FGM) on hypoglycaemia in children and adolescents with type 1 diabetes. METHODS In this randomized controlled interventional study, young individuals with type 1 diabetes used RT-CGM or FGM for 8 weeks. We evaluated changes in time below range (TBR), severe hypoglycaemia (SH), HbA1c, glycaemic variability, and impaired awareness of hypoglycaemia with RT-CGM (intervention group) in comparison with FGM. RESULTS We randomly assigned 37 participants to either the intervention group (n = 19) or the control group (n = 18). At 8 weeks, we did not find a decrease in TBR in either group, but there was a significant reduction in SH in the intervention group. For participants with TBR ≥ 5% at baseline, we observed significant reductions in 24-h TBR, wake TBR, sleep TBR, and glucose variability at 8 weeks in the intervention group. CONCLUSIONS The use of RT-CGM versus FGM decreased SH in young individuals with type 1 diabetes, and TBR and glucose variability in patients with a higher TBR at baseline. The patient's history should be taken into account when advising on the method of blood glucose monitoring, as RT-CGM could be more effective in younger patients at high risk for SH. TRIAL REGISTRATION ClinicalTrials.gov NCT04249102.
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Affiliation(s)
- Anissa Messaaoui
- Diabetology Clinic, Hôpital Universitaire des Enfants Reine Fabiola, Université Libre de Bruxelles (ULB), HUDERF, 15 Jean-Joseph Crocq avenue, 1020 Brussels, Belgium
| | - Sylvie Tenoutasse
- Diabetology Clinic, Hôpital Universitaire des Enfants Reine Fabiola, Université Libre de Bruxelles (ULB), HUDERF, 15 Jean-Joseph Crocq avenue, 1020 Brussels, Belgium
| | - Lucia Hajselova
- Diabetology Clinic, Hôpital Universitaire des Enfants Reine Fabiola, Université Libre de Bruxelles (ULB), HUDERF, 15 Jean-Joseph Crocq avenue, 1020 Brussels, Belgium
| | - Laurent Crenier
- Department of Endocrinology, Hôpital Erasme, Université Libre de Bruxelles (ULB), 808 Lennik Route, 1070 Brussels, Belgium
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Przezak A, Bielka W, Molęda P. Fear of hypoglycemia-An underestimated problem. Brain Behav 2022; 12:e2633. [PMID: 35620854 PMCID: PMC9304823 DOI: 10.1002/brb3.2633] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 03/22/2022] [Accepted: 03/26/2022] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION Fear of hypoglycemia (FOH) is a phenomenon that affects people with diabetes experiencing hypoglycemia. On the one hand, FOH is an adaptive mechanism that helps to protect patients from hypoglycemia and its consequences. On the other hand, the non-normative level of FOH causes anxiety and tension, disturbs normal functioning, and makes normoglycemia maintenance difficult. OBJECTIVE The main objective of this review was to describe factors influencing FOH and methods of measurement of FOH levels. Moreover, we highlighted the impact of the new technologies used in diabetes therapy on FOH and different therapeutic possibilities helping patients cope with excessive levels of FOH. We also presented clinical cases of patients with high FOH levels met in clinical practice and discussed methods to better diagnose and assist people with this kind of problem. METHODS We searched for studies and articles via PubMed using the keywords fear of hypoglycemia, diabetes, and hypoglycemia. From screened documents identified from literature search, 67 articles were included in our review. RESULTS We divided results from literature screening into five parts: fear of hypoglycemia and hypoglycemia definition, risk factors for the FOH, methods of measuring levels of FOH, therapies for the FOH, and modern technologies. We also described clinical examples of abnormal fear of hypoglycemia in patients. CONCLUSION The review highlights the importance of taking into consideration fear of hypoglycemia phenomenon in diabetic patients in everyday clinical practice.
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Affiliation(s)
- Agnieszka Przezak
- Department of Diabetology and Internal Medicine, Pomeranian Medical University, Szczecin, Poland
| | - Weronika Bielka
- Department of Diabetology and Internal Medicine, Pomeranian Medical University, Szczecin, Poland
| | - Piotr Molęda
- Department of Diabetology and Internal Medicine, Pomeranian Medical University, Szczecin, Poland
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Kaya N, Toklu H. Fear of hypoglycemia changes nutritional factors and behavioral strategies before the exercise in patients with type 1 diabetes mellitus. Int J Diabetes Dev Ctries 2022. [DOI: 10.1007/s13410-022-01098-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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Maximal Oxygen Uptake, VO 2 Max, Testing Effect on Blood Glucose Level in Adolescents with Type 1 Diabetes Mellitus. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19095543. [PMID: 35564936 PMCID: PMC9102981 DOI: 10.3390/ijerph19095543] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 04/22/2022] [Accepted: 04/30/2022] [Indexed: 02/05/2023]
Abstract
Assessing maximal oxygen uptake (VO2 max) is generally considered safe when performed properly for most adolescents; however, for adolescents with type 1 diabetes mellitus (T1DM), monitoring glucose levels before and after exercise is critical to maintaining euglycemic ranges. Limited guidance exists for glucose level recommendations for the pediatric population; therefore, the purpose of this retrospective clinical chart review study was to determine the effects of VO2 max testing on blood glucose levels for adolescents with T1DM. A total of 22 adolescents (mean age = 15.6 ± 1.8 years; male = 13, 59.1%) with a diagnosis of T1DM participated in a Bruce protocol for VO2 max from January 2019 through February 2020. A statistically significant reduction in glucose levels between pretest (<30 min, mean = 191.1 mg/dL ± 61.2) and post-test VO2 max (<5 min, mean = 166.7 mg/dL ± 57.9); t(21) = 2.3, p < 0.05) was detected. The results from this current study can help guide health and fitness professionals in formulating glycemic management strategies in preparatory activities prior to exercise testing and during exercise testing.
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Arnason T, Cameron A, Nour M, Inman M, Mansell K. A survey of reported changes in diet and activity with the
FreeStyle
Libre flash glucose monitor: a pilot study. PRACTICAL DIABETES 2022. [DOI: 10.1002/pdi.2374] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Affiliation(s)
- Terra Arnason
- MD, PhD, FRCPC, Clinician Scientist, Professor, Division of Adult Endocrinology and Metabolism, Department of Medicine, Royal University Hospital, University of Saskatchewan, Saskatoon, Canada
| | | | - Munier Nour
- MD, MSc, FRCPC, Pediatric Endocrinologist, Assistant Professor, University of Saskatchewan, Pediatric Endocrinology, Department of Pediatrics, College of Medicine, Royal University Hospital, Saskatoon, Canada
| | - Mark Inman
- MD, FRCPC, Pediatric Endocrinologist, Assistant Professor, University of Saskatchewan, Pediatric Endocrinology, Department of Pediatrics, College of Medicine, Royal University Hospital, Saskatoon, Canada
| | - Kerry Mansell
- BSP, PharmD, MBA, Professor, College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Canada
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Sparks JR, Sarzynski MA, Davis JM, Grandjean PW, Wang X. Cross-Sectional and Individual Relationships between Physical Activity and Glycemic Variability. TRANSLATIONAL JOURNAL OF THE AMERICAN COLLEGE OF SPORTS MEDICINE 2022; 7:1-12. [PMID: 36091485 PMCID: PMC9460942 DOI: 10.1249/tjx.0000000000000207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Introduction/Purpose Overweight or obese adults spend more time sedentary and less time performing physical activity (PA) and are at an increased risk for developing impaired glycemic health. Free-living environments may provide insight into glycemic health in addition to clinical assessments. The purpose of this study was to examine the relationship between PA and glycemic health assessed by continuous glucose monitoring (CGM). Methods Twenty-eight overweight or obese adults each wore an accelerometer and CGM over the same 7 consecutive days. Average daily time (minutes and metabolic-equivalent minutes (MET-minutes)) and associated energy expenditure performing light (LPA), moderate-to-vigorous (MVPA), total PA, and standard deviation (SD) across days were calculated. Average daily 24-h and waking glycemia, mean glucose concentration, glycemic variability measured as the continuous overlapping net glycemic action, mean amplitude of glycemic excursions, and mean of daily difference were assessed. Results LPA MET-minutes per day was positively associated with 24-h and waking glycemia time-in-range and negatively associated with 24-h and waking time in hyperglycemia. Total PA time and the SD of MVPA and total PA time were negatively associated with 24-h mean glucose concentration. Individual-level analysis identified that most participants (50%-71%) expressed negative associations between LPA and MVPA time with 24-h mean glucose concentration, mean amplitude of glycemic excursion, and 4-h continuous overlapping net glycemic action. Conclusions Expectedly, greater total PA time and intensity-specific PA time were associated with lower 24-h and waking mean glucose concentration, greater glycemia time-in-range, and less time in hyperglycemia. The relationship between glucose concentrations and PA time SD was unexpected, whereas most participants expressed hypothesized relationships, which necessitates further exploration.
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Affiliation(s)
- Joshua R. Sparks
- Reproductive Endocrinology and Women’s Health Laboratory, Pennington Biomedical Research Center, Baton Rouge, LA
| | - Mark A. Sarzynski
- Department of Exercise Science, Noman J. Arnold School of Public Health, University of South Carolina, Columbia, SC
| | - J. Mark Davis
- Department of Exercise Science, Noman J. Arnold School of Public Health, University of South Carolina, Columbia, SC
| | - Peter W. Grandjean
- Department of Health, Exercise Science, and Recreation Management, School of Applied Sciences, University of Mississippi, Oxford, MS
| | - Xuewen Wang
- Department of Exercise Science, Noman J. Arnold School of Public Health, University of South Carolina, Columbia, SC
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Rodríguez de Vera-Gómez P, Mateo-Rodríguez C, Vivas-López C, Serrano-Olmedo I, Méndez-Muros M, Morales-Portillo C, Sevillano Jiménez M, Hernández-Herrero C, Martínez-Brocca MA. Efectividad de un programa de implantación de sistemas de monitorización flash de glucosa a través de una intervención educativa grupal y telemática en adultos con diabetes tipo 1. ENDOCRINOL DIAB NUTR 2021. [DOI: 10.1016/j.endinu.2021.09.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Sparks JR, Kishman EE, Sarzynski MA, Davis JM, Grandjean PW, Durstine JL, Wang X. Glycemic variability: Importance, relationship with physical activity, and the influence of exercise. SPORTS MEDICINE AND HEALTH SCIENCE 2021; 3:183-193. [PMID: 35783368 PMCID: PMC9219280 DOI: 10.1016/j.smhs.2021.09.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 09/22/2021] [Accepted: 09/30/2021] [Indexed: 12/16/2022] Open
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O'Donnell HK, Bennett Johnson S, Sileo D, Majidi S, Gonder-Frederick L, Driscoll KA. Psychometric Properties of the Hypoglycemia Fear Survey in a Clinical Sample of Adolescents with Type 1 Diabetes and Their Caregivers. J Pediatr Psychol 2021; 47:195-205. [PMID: 34718681 DOI: 10.1093/jpepsy/jsab093] [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] [Received: 05/01/2021] [Revised: 07/29/2021] [Accepted: 07/30/2021] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE A previously published exploratory factor analysis suggested that the Hypoglycemia Fear Survey-Child and Parent Versions, is comprised of three subscales: Maintain High Blood Glucose, Helplessness/Worry About Low Blood Glucose, and Worry About Negative Social Consequences. The primary aim of this study was to confirm this three-factor model with a clinical population of adolescents with type 1 diabetes (T1D) and their caregivers. METHODS Participants included N = 1,035 youth ages 10-17.99 years with T1D, and their female (N = 835) and/or male (N = 326) caregivers who completed the Hypoglycemia Fear Survey independently during a routine medical appointment. We conducted confirmatory factor analysis and examined reliability of the Hypoglycemia Fear Survey and its associations with demographics and clinical outcomes (e.g., mean blood glucose, glycemic control). RESULTS Confirmatory factor analysis supported the three-factor model in youth and female and male caregivers. The internal consistencies for Maintain High Blood Glucose, Helplessness/Worry About Low Blood Glucose, and Worry About Negative Social Consequences were acceptable. The majority of demographic and clinical outcome variables correlated as hypothesized with the three subscales. CONCLUSIONS Using a large clinical sample of adolescents with T1D and their caretakers, we confirmed the three-factor model for the Hypoglycemia Fear Survey, which is sufficiently reliable to be used in a clinical setting. Important areas of future research include examining moderators for the effect of fear of hypoglycemia on clinical outcomes, and possible inclusion of items related to modern diabetes devices.
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Affiliation(s)
- Holly K O'Donnell
- Department of Pediatrics, Barbara Davis Center for Diabetes, University of Colorado School of Medicine, Aurora, CO, USA
| | - Suzanne Bennett Johnson
- Department of Medical Humanities and Social Sciences, Florida State University College of Medicine, Tallahassee, FL, USA
| | - Deseray Sileo
- Department of Pediatrics, Barbara Davis Center for Diabetes, University of Colorado School of Medicine, Aurora, CO, USA
| | - Shideh Majidi
- Department of Pediatrics, Barbara Davis Center for Diabetes, University of Colorado School of Medicine, Aurora, CO, USA
| | - Linda Gonder-Frederick
- Department of Psychiatry and Neurobehavioral Sciences, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Kimberly A Driscoll
- Department of Pediatrics, Barbara Davis Center for Diabetes, University of Colorado School of Medicine, Aurora, CO, USA.,Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA.,University of Florida Diabetes Institute, Gainesville, FL, USA
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DeJonckheere M, Joiner KL, Ash GI, Savoye M, Adams M, Weinzimer SA, Sadler LS, Grey M. Youth and Parent Perspectives on the Acceptability of a Group Physical Activity and Coping Intervention for Adolescents With Type 1 Diabetes. Sci Diabetes Self Manag Care 2021; 47:367-381. [PMID: 34610760 DOI: 10.1177/26350106211040429] [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: 11/16/2022]
Abstract
PURPOSE To examine youth and parent perspectives on the acceptability of Bright 1 Bodies, a group physical activity and coping intervention for adolescents with type 1 diabetes mellitus (T1DM). METHODS Adolescents participated in 12 weekly sessions of moderate to vigorous physical activity and discussion with peers with T1DM. Adolescents completed an exit survey measuring satisfaction with the intervention on a 5-point Likert scale. Semistructured interviews were conducted with adolescents and at least one parent. Qualitative description was used to develop themes that summarize the acceptability of the intervention. RESULTS Mean scores for survey subscales were: 4.5 (SD = 0.39) for program components and strategies, 4.4 (SD = 0.44) for comfort with the intervention, and 4.3 (SD = 0.62) for instructors. Themes included: (1) adolescents and parents valued being around others with T1DM and their families, (2) the intervention helped adolescents gain knowledge and reinforce diabetes self-management behaviors, (3) challenges included convenience and sustaining participant engagement, and (4) adolescents intended to sustain physical activity and diabetes self-management behaviors after the intervention. CONCLUSIONS Adolescents and parents viewed the intervention as acceptable across multiple domains. Participants valued the group aspect of the intervention, and future interventions would benefit from integrating social interactions with others with T1DM.
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Affiliation(s)
- Melissa DeJonckheere
- Department of Family Medicine, Medical School, University of Michigan, Ann Arbor, Michigan.,Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan
| | - Kevin L Joiner
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan.,School of Nursing, University of Michigan, Ann Arbor, Michigan
| | - Garrett I Ash
- Veterans Affairs Connecticut Healthcare System, Newington, Connecticut.,Center for Medical Informatics, Yale University, New Haven, Connecticut
| | - Mary Savoye
- Department of Pediatrics, Yale University, New Haven, Connecticut
| | - Mackenzie Adams
- School of Nursing, University of Michigan, Ann Arbor, Michigan
| | | | - Lois S Sadler
- School of Nursing, Yale University, New Haven, Connecticut
| | - Margaret Grey
- School of Nursing, Yale University, New Haven, Connecticut
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Smigoc Schweiger D, Battelino T, Groselj U. Sex-Related Differences in Cardiovascular Disease Risk Profile in Children and Adolescents with Type 1 Diabetes. Int J Mol Sci 2021; 22:ijms221910192. [PMID: 34638531 PMCID: PMC8508122 DOI: 10.3390/ijms221910192] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 09/13/2021] [Accepted: 09/14/2021] [Indexed: 01/09/2023] Open
Abstract
Cardiovascular disease (CVD) is the primary cause of higher and earlier morbidity and mortality in people with type 1 diabetes (T1D) compared to people without diabetes. In addition, women with T1D are at an even higher relative risk for CVD than men. However, the underlying pathophysiology is not well understood. Atherosclerotic changes are known to progress early in life among people with T1D, yet it is less clear when excess CVD risk begins in females with T1D. This review explores the prevalence of classical CVD risk factors (such as glycemic control, hypertension, dyslipidemia, obesity, albuminuria, smoking, diet, physical inactivity), as well as of novel biomarkers (such as chronic inflammation), in children and adolescents with T1D with particular regard to sex-related differences in risk profile. We also summarize gaps where further research and clearer clinical guidance are needed to better address this issue. Considering that girls with T1D might have a more adverse CVD risk profile than boys, the early identification of and sex-specific intervention in T1D would have the potential to reduce later CVD morbidity and excess mortality in females with T1D. To conclude, based on an extensive review of the existing literature, we found a clear difference between boys and girls with T1D in the presence of individual CVD risk factors as well as in overall CVD risk profiles; the girls were on the whole more impacted.
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Affiliation(s)
- Darja Smigoc Schweiger
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia; (D.S.S.); (T.B.)
- Department of Endocrinology, Diabetes and Metabolic Diseases, University Children’s Hospital, University Medical Centre Ljubljana, Bohoriceva 20, 1000 Ljubljana, Slovenia
| | - Tadej Battelino
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia; (D.S.S.); (T.B.)
- Department of Endocrinology, Diabetes and Metabolic Diseases, University Children’s Hospital, University Medical Centre Ljubljana, Bohoriceva 20, 1000 Ljubljana, Slovenia
| | - Urh Groselj
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia; (D.S.S.); (T.B.)
- Department of Endocrinology, Diabetes and Metabolic Diseases, University Children’s Hospital, University Medical Centre Ljubljana, Bohoriceva 20, 1000 Ljubljana, Slovenia
- Department of Cardiovascular Medicine, School of Medicine, Stanford University, 870 Quarry Road, Stanford, CA 94305, USA
- Correspondence: ; Tel.: +386-1-522-9235; Fax: +386-1-232-0190
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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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Promoting Health and Improving Quality of Life in Diabetes. J Cardiovasc Nurs 2021; 36:407-408. [PMID: 34398571 DOI: 10.1097/jcn.0000000000000842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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McCarthy M, Yan J, Jared MC, You E, Ilkowitz J, Gallagher MP, Vaughan Dickson V. Cardiovascular health in emerging adults with type 1 diabetes. Eur J Cardiovasc Nurs 2021; 21:213-219. [PMID: 34498041 DOI: 10.1093/eurjcn/zvab062] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 05/19/2021] [Accepted: 07/06/2021] [Indexed: 12/18/2022]
Abstract
AIMS Individuals with type 1 diabetes (T1D) face increased risk for cardiovascular disease (CVD). Controlling individual cardiovascular risk factors can prevent or slow the onset of CVD. Ideal cardiovascular health is associated with a lower incidence of CVD. Identifying areas of suboptimal cardiovascular health can help guide CVD prevention interventions. To assess cardiovascular health and explore the barriers and facilitators to achieving ideal cardiovascular health in a sample of young adults with T1D. METHODS AND RESULTS We used a sequential mixed-method design to assess the seven factors of cardiovascular health according to American Heart Association. Qualitative interviews, guided by Pender's Health Promotion Model, were used to discuss participant's cardiovascular health results and the barriers and facilitators to achieving ideal cardiovascular health. We assessed the frequency of ideal levels of each factor. The qualitative data were analysed using content analysis. Qualitative and quantitative data were integrated in the final analysis phase. The sample (n = 50) was majority female (70%), White (86%), with a mean age of 22 ± 2.4 and diabetes duration of 10.7 ± 5.5 years. Achievement of the seven factors of cardiovascular health were: non-smoking (96%); cholesterol <200 mg/dL (76%); body mass index <25 kg/m2 (54%); blood pressure <120/<80 mmHg (46%); meeting physical activity guidelines (38%); haemoglobin A1c <7% (40%); and healthy diet (14%). Emerging qualitative themes related to the perceived benefits of action, interpersonal influences on their diabetes self-management, and perceived self-efficacy. CONCLUSION We found areas of needed improvement for cardiovascular health. However, these young adults expressed a strong interest in healthy habits which can be supported by their healthcare providers.
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Affiliation(s)
- Margaret McCarthy
- Rory Meyers College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA
| | - Joeyee Yan
- Rory Meyers College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA
| | - Mary Christine Jared
- Rory Meyers College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA
| | - Erica You
- Rory Meyers College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA
| | - Jeniece Ilkowitz
- Pediatric Diabetes Center, New York University Langone Health, 135 East 31st Street, New York, NY 10016, USA
| | - Mary Pat Gallagher
- Pediatric Diabetes Center, New York University Langone Health, 135 East 31st Street, New York, NY 10016, USA
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Brockman NK, Sigal RJ, Kenny GP, Riddell MC, Perkins BA, Yardley JE. Afternoon aerobic and resistance exercise have limited impact on 24-h CGM outcomes in adults with type 1 diabetes: A secondary analysis. Diabetes Res Clin Pract 2021; 177:108874. [PMID: 34052249 DOI: 10.1016/j.diabres.2021.108874] [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: 06/12/2020] [Revised: 02/04/2021] [Accepted: 05/25/2021] [Indexed: 10/21/2022]
Abstract
AIMS This study examined post-exercise glycemic variability in individuals with type 1 diabetes after acute bouts of resistance (RE) and aerobic exercise (AE) compared to a no-exercise day (CON). We hypothesized that exercise days would have greater glucose variability (standard deviation - SD, coefficient of variation - CV), and less time in range (TIR), compared to CON. METHODS A secondary analysis was conducted on previously collected data. Twelve active participants with type 1 diabetes performed three testing sessions in random order with at least 48 h in between: AE (45-min treadmill run at 60%VO2max), RE (three sets of eight repetitions, seven weight-lifting exercises), and CON (45-min no-exercise control). Interstitial glucose levels were monitored by blinded continuous glucose monitoring (CGM). Glycemic variability was evaluated for 0-6 h, overnight (00:00-06:00) and 24 h after exercise. RESULTS Mean CGM glucose, TIR, and time above/below range were similar among conditions (P > 0.05). Lower SD (0.8 [0.5-1.1], 1.4 [0.9-2.4]mmol/L, p = 0.009) and CV (11.4 [8.6-15.3], 23.4 [13.7-31.6]%, p = 0.007) were found overnight after AE versus CON. Otherwise, AE and RE had limited impact on post-exercise glycemia. CONCLUSIONS Acute RE and AE bouts may have limited impact on post-exercise glycemic variability compared to rest in habitually active individuals with type 1 diabetes.
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Affiliation(s)
- Nicole K Brockman
- University of Alberta, Faculty of Medicine and Dentistry, 8440 112st NW, Edmonton, Alberta T6G 2R7, Canada.
| | - Ronald J Sigal
- Departments of Medicine, Cardiac Sciences and Community Health Sciences, Cumming School of Medicine, Faculties of Medicine and Kinesiology, University of Calgary, 1820 Richmond Rd. SW, Calgary, AB, Canada.
| | - Glen P Kenny
- School of Human Kinetics, University of Ottawa, Montpetit Hall, 125 University (Room 224), Ottawa, ON K1N 6N5, Canada.
| | - Michael C Riddell
- School of Kinesiology and Health Science, 347 Bethune College, York University, ON, Canada.
| | - Bruce A Perkins
- Diabetes Clinical Research Unit, Leadership Sinai Centre for Diabetes, Sinai Health System, L5-210, 60 Murray Street, Mailbox 16, Toronto, ON M5T 3L9, Canada.
| | - Jane E Yardley
- University of Alberta, Augustana Faculty, 4901- 46th Avenue, Camrose, AB T4V 2R3, Canada; Physical Activity and Diabetes Laboratory, Alberta Diabetes Institute, L-052, Li Ka Shing Centre for Health Research Innovation, 112 Street, Edmonton, AB T6G 2T9, Canada; Faculty of Kinesiology, Sport and Recreation, University of Alberta, 3-100 University Hall, Van Vliet Complex, Edmonton, AB T6G 2H9, Canada; Women and Children's Health Research Institute, ECHA 4-081, University of Alberta, 11405 87 Avenue NW, Edmonton, AB T6G 1C9, Canada.
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Wu C, Ge YL, Zhang XY, Liu MC, Heng CN, Zhang LY, Du YL, He SZ, Shang L, Lang HJ. The influence of hypoglycemia on the specific quality of life in type 2 diabetes mellitus: a comparative cross-sectional study of diabetics with and without hypoglycemia in Xi'an, China. Health Qual Life Outcomes 2021; 19:151. [PMID: 34011369 PMCID: PMC8136059 DOI: 10.1186/s12955-021-01790-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 05/13/2021] [Indexed: 11/21/2022] Open
Abstract
Purpose This study aims to explore the incidence of hypoglycemia in patients with type 2 diabetes mellitus (T2DM) and the influence of hypoglycemia on the specific quality of life in T2DM patients. Methods It was a comparative cross-sectional study consisting of 519 T2DM patients in Xi'an, China and patients were investigated by self-reported hypoglycemia and specific quality of life questionnaires from September 2019 to January 2020. Descriptive analysis, t-test, Chi-square test, hierarchical regression analysis and stepwise multiple regression analysis were applied to assess the influence of hypoglycemia on the specific quality of life. Results The incidence of hypoglycemia in T2DM patients was 32.18%. The mean score of specific quality of life in diabetes without hypoglycemia was 57.33 ± 15.36 and was 61.56 ± 17.50 in those with hypoglycemia, which indicated that hypoglycemia had a serious impact on the quality of life of diabetics (t = − 5.172, p = 0.000). In the Univariate analysis of specific quality of life, age, education background, marital status, living status, duration of diabetes, monthly income per capita were independent and significant factors associated with specific quality of life of two groups of T2DM patients (p < 0.05). In the hierarchical regression analysis, the duration of the diabetes more than 11 years and the frequency of hypoglycemia more than 6 times in half a year entered the equation of specific quality of life of 519 diabetics respectively (p < 0.001). In multiple linear regression analysis, age, marital status and income all entered the regression equation of quality of life of the two groups (p < 0.05). Conclusion Hypoglycemia will have a serious impact on the quality of life of T2DM patients. In order to improve the living quality in diabetics, effective measurements should be taken to strengthen the management of blood glucose and to avoid hypoglycemia.
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Affiliation(s)
- Chao Wu
- Fourth Military Medical University, Xi'an, Shanxi, China
| | - Yi-Ling Ge
- Fourth Military Medical University, Xi'an, Shanxi, China
| | | | - Ming-Chao Liu
- Fourth Military Medical University, Xi'an, Shanxi, China
| | - Chun-Ni Heng
- Tang Du Hospital of Fourth Military Medical University, Xi'an, Shanxi, China
| | - Lin-Yuan Zhang
- Fourth Military Medical University, Xi'an, Shanxi, China
| | - Yan-Ling Du
- Fourth Military Medical University, Xi'an, Shanxi, China
| | - Shi-Zhe He
- Fourth Military Medical University, Xi'an, Shanxi, China
| | - Lei Shang
- Fourth Military Medical University, Xi'an, Shanxi, China.
| | - Hong-Juan Lang
- Fourth Military Medical University, Xi'an, Shanxi, China.
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Cigrovski Berkovic M, Bilic-Curcic I, La Grasta Sabolic L, Mrzljak A, Cigrovski V. Fear of hypoglycemia, a game changer during physical activity in type 1 diabetes mellitus patients. World J Diabetes 2021; 12:569-577. [PMID: 33995845 PMCID: PMC8107983 DOI: 10.4239/wjd.v12.i5.569] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 03/16/2021] [Accepted: 03/29/2021] [Indexed: 02/06/2023] Open
Abstract
Hypoglycemia limits optimal glycemic management of patients with type 1 diabetes mellitus (T1DM). Fear of hypoglycemia (FoH) is a significant psychosocial consequence that negatively impacts the willingness of T1DM patients to engage in and profit from the health benefits of regular physical activity (e.g., cardiometabolic health, improved body composition, cardiovascular fitness, quality of life). Technological advances, improved insulin regimens, and a better understanding of the physiology of various types of exercise could help ameliorate FoH. This narrative review summarizes the available literature on FoH in children and adults and tools to avoid it.
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Affiliation(s)
- Maja Cigrovski Berkovic
- Department of Endocrinology, Diabetes, Metabolism and Clinical Pharmacology, University Hospital Dubrava, Zagreb 10000, Croatia
| | - Ines Bilic-Curcic
- Department of Pharmacology, Faculty of Medicine, University of J. J. Strossmayer Osijek, Osijek 31000, Croatia
| | - Lavinia La Grasta Sabolic
- Department of Pediatric Endocrinology, Diabetes and Metabolism, University Hospital Centre Sestre Milosrdnice, Zagreb 10000, Croatia
| | - Anna Mrzljak
- Department of Medicine, Merkur University Hospital, Zagreb 10000, Croatia
- School of Medicine, University of Zagreb, Zagreb 10000, Croatia
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Jarosinski MA, Dhayalan B, Rege N, Chatterjee D, Weiss MA. 'Smart' insulin-delivery technologies and intrinsic glucose-responsive insulin analogues. Diabetologia 2021; 64:1016-1029. [PMID: 33710398 PMCID: PMC8158166 DOI: 10.1007/s00125-021-05422-6] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Accepted: 01/15/2021] [Indexed: 02/08/2023]
Abstract
Insulin replacement therapy for diabetes mellitus seeks to minimise excursions in blood glucose concentration above or below the therapeutic range (hyper- or hypoglycaemia). To mitigate acute and chronic risks of such excursions, glucose-responsive insulin-delivery technologies have long been sought for clinical application in type 1 and long-standing type 2 diabetes mellitus. Such 'smart' systems or insulin analogues seek to provide hormonal activity proportional to blood glucose levels without external monitoring. This review highlights three broad strategies to co-optimise mean glycaemic control and time in range: (1) coupling of continuous glucose monitoring (CGM) to delivery devices (algorithm-based 'closed-loop' systems); (2) glucose-responsive polymer encapsulation of insulin; and (3) mechanism-based hormone modifications. Innovations span control algorithms for CGM-based insulin-delivery systems, glucose-responsive polymer matrices, bio-inspired design based on insulin's conformational switch mechanism upon insulin receptor engagement, and glucose-responsive modifications of new insulin analogues. In each case, innovations in insulin chemistry and formulation may enhance clinical outcomes. Prospects are discussed for intrinsic glucose-responsive insulin analogues containing a reversible switch (regulating bioavailability or conformation) that can be activated by glucose at high concentrations.
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Affiliation(s)
- Mark A Jarosinski
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Balamurugan Dhayalan
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Nischay Rege
- Department of Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Deepak Chatterjee
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Michael A Weiss
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, USA.
- Department of Chemistry, Indiana University, Bloomington, IN, USA.
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA.
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Chatwin H, Broadley M, Speight J, Cantrell A, Sutton A, Heller S, de Galan B, Hendrieckx C, Pouwer F. The impact of hypoglycaemia on quality of life outcomes among adults with type 1 diabetes: A systematic review. Diabetes Res Clin Pract 2021; 174:108752. [PMID: 33722700 DOI: 10.1016/j.diabres.2021.108752] [Citation(s) in RCA: 5] [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: 12/17/2020] [Revised: 02/15/2021] [Accepted: 03/05/2021] [Indexed: 01/20/2023]
Abstract
Hypoglycaemia is a common barrier to optimal glycaemic management and often feared among adults with type 1 diabetes. The aim of this systematic review was to summarize current evidence regarding the impact of hypoglycaemia on quality of life (QoL) and related outcomes. Electronic searches of MEDLINE, PsycINFO, CINAHL, Cochrane Database of Systematic Reviews, and Cochrane Central Register of Controlled Trials were conducted. Peer-reviewed empirical studies investigating the relationship between hypoglycaemia and QoL were eligible for inclusion. Thirty studies met the inclusion criteria. Extracted data was summarized in a narrative synthesis according to Synthesis Without Meta-Analysis guidelines. None of the studies examined the impact of hypoglycaemia on general QoL. There was no association between hypoglycaemia and diabetes-specific QoL in four of the 30 studies. Severe hypoglycaemia was associated with greater fear of hypoglycaemia and diabetes distress, and lower general emotional well-being, but not with depression, anxiety, or health status. Self-treated hypoglycaemia was associated with greater fear of hypoglycaemia. With the exception of fear of hypoglycaemia, this review shows mixed associations between hypoglycaemia and psychological outcomes. Further research is needed to investigate the impact of hypoglycaemia on other domains of QoL.
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Affiliation(s)
- Hannah Chatwin
- Department of Psychology, University of Southern Denmark, Odense, Denmark.
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Jane Speight
- Department of Psychology, University of Southern Denmark, Odense, Denmark; School of Psychology, Deakin University, Geelong, Australia; The Australian Centre for Behavioural Research in Diabetes, Melbourne, Australia
| | - Anna Cantrell
- Information Resources Group, School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, United Kingdom
| | - Anthea Sutton
- Information Resources Group, School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, United Kingdom
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, United Kingdom
| | - Bastiaan de Galan
- Department of Internal Medicine, Maastricht University Medical Center, Maastricht, Netherlands; Radboud University Medical Center, Nijmegen, Netherlands
| | - Christel Hendrieckx
- School of Psychology, Deakin University, Geelong, Australia; The Australian Centre for Behavioural Research in Diabetes, Melbourne, Australia
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark; School of Psychology, Deakin University, Geelong, Australia; Steno Diabetes Center Odense, Odense, Denmark
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Elbalshy M, Boucher S, Galland B, Haszard JJ, Crocket H, Wiltshire E, Jefferies C, de Bock MI, Tomlinson P, Jones S, Wheeler BJ. The MiaoMiao study: can do-it-yourself continuous glucose monitoring technology improve fear of hypoglycaemia in parents of children affected by type 1 diabetes? J Diabetes Metab Disord 2021; 19:1647-1658. [PMID: 33553041 DOI: 10.1007/s40200-020-00671-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Accepted: 10/20/2020] [Indexed: 01/12/2023]
Abstract
Purpose Type 1 diabetes (T1D) is one of the most common chronic diseases of childhood and comes with considerable management and psychological burden for children and their families. Fear of hypoglycaemia (FOH), particularly nocturnal hypoglycaemia, is a common worry. Continuous glucose monitoring (CGM) is a tool that may help reduce FOH, as well as reduce overall diabetes burden. However, CGM systems are expensive and often not publicly funded or subsidised. MiaoMiao (MM) is a novel relatively affordable third-party add-on technology to intermittently scanned CGM (isCGM). MM allows users to convert their isCGM to a form of "Do-it-yourself" (DIY)-CGM. Our hypothesis is that MM-CGM will result in significant reduction in parental fear from hypoglycaemia. The primary objective is to determine the impact of real-time DIY-CGM on parental fear of hypoglycaemia using Hypoglycaemia Fear Survey (HFS). Methods This is a multisite randomised cross-over study of 55 New Zealand children (ages 2-13 years) with established T1D and current users of isCGM (Abbott FreeStyle Libre). DIY-CGM will be compared to usual care with isCGM. Participants will be randomised to either arm of the study for 6 weeks followed by a 4-week wash-out period before crossing over to the other study arm for a further 6 weeks. Discussion The results of this study will provide much needed clinical trial data regarding DIY-CGM effectiveness in reducing parental FOH, as measured by HFS, as well as various other secondary outcomes including traditional glycaemic metrics, and child and caregiver sleep. The trial was registered with the Australian New Zealand Clinical Trials Registry (ACTRN 12619001551189) on 18 November 2019, and the World Health Organisation International Clinical Trial Registry Platform (Universal Trial Number U1111-1236-9189).
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Affiliation(s)
- Mona Elbalshy
- Department of Women's and Children's Health, Otago Medical School, Dunedin Campus, University of Otago, 201 Great King St, Dunedin, Otago 9016 New Zealand
| | - Sara Boucher
- Department of Women's and Children's Health, Otago Medical School, Dunedin Campus, University of Otago, 201 Great King St, Dunedin, Otago 9016 New Zealand
| | - Barbara Galland
- Department of Women's and Children's Health, Otago Medical School, Dunedin Campus, University of Otago, 201 Great King St, Dunedin, Otago 9016 New Zealand
| | - Jillian J Haszard
- Department of Human Nutrition, Division of Sciences, University of Otago, PO Box56, Dunedin, 9054 New Zealand
| | - Hamish Crocket
- Te Huataki Waiora School of Health, Sport & Human Performance, University of Waikato, TT Building Hillcrest Rd, Hillcrest, Hamilton, 3240 New Zealand
| | - Esko Wiltshire
- Department of Paediatrics and Child Health, University of Otago Wellington, Wellington, 23A Mein Street, Newtown, Wellington, 6021 New Zealand.,Paediatrics and Child Health, Capital and Coast District Health Board, Wellington, New Zealand
| | - Craig Jefferies
- Paediatric Endocrinology, Starship Children's Health, 2 Park Road, Grafton, Auckland, 1023 New Zealand.,Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Martin I de Bock
- Department of Paediatrics, University of Otago Christchurch, 2 Riccarton Ave, Christchurch Central City, Christchurch 8011 New Zealand.,Department of Paediatrics, Canterbury District Health Board, Christchurch, New Zealand
| | - Paul Tomlinson
- Department of Women's and Children's Health, Otago Medical School, Dunedin Campus, University of Otago, 201 Great King St, Dunedin, Otago 9016 New Zealand.,Paediatric Endocrinology, Southern District Health Board, Dunedin, New Zealand
| | - Shirley Jones
- Department of Women's and Children's Health, Otago Medical School, Dunedin Campus, University of Otago, 201 Great King St, Dunedin, Otago 9016 New Zealand
| | - Benjamin J Wheeler
- Department of Women's and Children's Health, Otago Medical School, Dunedin Campus, University of Otago, 201 Great King St, Dunedin, Otago 9016 New Zealand.,Paediatric Endocrinology, Southern District Health Board, Dunedin, New Zealand
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Brennan MC, Brown JA, Ntoumanis N, Leslie GD. Barriers and facilitators of physical activity participation in adults living with type 1 diabetes: a systematic scoping review. Appl Physiol Nutr Metab 2021; 46:95-107. [PMID: 32835497 DOI: 10.1139/apnm-2020-0461] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
To identify and map barriers and facilitators of physical activity (PA) in adults living with type 1 diabetes (T1D) in any care setting or environment. A scoping review was conducted in accordance with the PRISMA-ScR guidelines to address the aim of this review. Exclusion/inclusion criteria were determined a priori. Articles captured in the search were subject to title and abstract screening before full-text articles were assessed for eligibility against the exclusion/inclusion criteria. Included articles underwent critical appraisal before being charted, mapped, and discussed. Forty-six articles were included in the final synthesis. Most commonly, articles reported cross-sectional survey studies (46%), then qualitative designs (17%), and opinion or text (17%). Experimental studies accounted for 13% of included articles. Hypoglycaemia/fear of hypoglycaemia was the most commonly reported barrier and patient education the most commonly discussed facilitator. Quality appraisal revealed methodological issues among included articles. Higher quality research with theoretically sound behaviour-change interventions combined with targeted patient education is needed to address hypoglycaemia/fear of hypoglycaemia as a barrier to PA. Novelty: Hypoglycaemia and fear of hypoglycaemia were the most commonly reported barriers to PA in adults with T1D. Powered randomised controlled trials are required to establish efficacy of behaviour change interventions targeting these barriers to PA.
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Affiliation(s)
- Marian C Brennan
- School of Nursing, Midwifery and Paramedicine/Faculty of Health Sciences, Curtin University, Perth, WA 6845, Australia
- Health Services, Diabetes WA, Subiaco, Australia
- Physical Activity and Well-being Research Group, Curtin University, Perth, WA 6845, Australia
| | - Janie A Brown
- School of Nursing, Midwifery and Paramedicine/Faculty of Health Sciences, Curtin University, Perth, WA 6845, Australia
- St John of God Midland Public and Private Hospital, Midland, WA 6056, Australia
| | - Nikos Ntoumanis
- School of Psychology/Faculty of Health Sciences, Curtin University, Perth, WA 6845, Australia
- Physical Activity and Well-being Research Group, Curtin University, Perth, WA 6845, Australia
| | - Gavin D Leslie
- School of Nursing, Midwifery and Paramedicine/Faculty of Health Sciences, Curtin University, Perth, WA 6845, Australia
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Carrillo Algarra AJ, Beltrán KM, Bolivar Castro DM, Hernández Zambrano SM, Henao Carrillo DC. Cuidados de enfermería para la persona adulta, diabética con hipoglucemia: revisión integrativa. REPERTORIO DE MEDICINA Y CIRUGÍA 2021. [DOI: 10.31260/repertmedcir.01217372.1001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Introducción: La hipoglucemia es la complicación más frecuente del tratamiento con insulina en adultos. Los eventos de hipoglucemia severa se asocian con complicaciones a corto, mediano y largo plazo en pacientes con diabetes ellmitus. Una de las estrategias para reducir la frecuencia de hipoglucemia son las intervenciones de enfermería y aunque hay pocos estudios que las enuncian de manera explícita, se ha publicado respecto a las necesidades de dichos pacientes, que permiten determinar características definitorias de diagnósticos enfermeros y a partir de ellos establecer metas e intervenciones enfermeras, para el cuidado de dichos pacientes. Objetivo: identificar los cuidados de enfermería para prevenir y controlar los eventos de hipoglucemia en pacientes adultos diagnosticados con diabetes mellitus. Metodología: revisión integrativa, se realizó en seis fases: planteamiento de la pregunta PICO; búsqueda en bases de datos y metabuscadores; lectura crítica; análisis, clasificación, validación por nivel de evidencia y grado de recomendación, y presentación de la información. Resultados: la revisión reportó cinco categorías: factores de riesgo y protectores, miedo a la hipoglucemia, atención brindada al paciente, disminución de la hipoglucemia y descripción del impacto de la hipoglucemia en los pacientes. Conclusiones: a partir de las necesidades reportadas en las 5 categorías de los resultados se determinaron características definitorias y factores relacionados que permitieron formular diagnósticos de enfermería y determinar como principales intervenciones: enseñanza del proceso de enfermedad, medicamentos prescritos, entrenamiento de asertividad, manejo de la hipoglicemia, nutricional y de la medicación, mejorar el afrontamiento, enseñanza individual, facilitar el aprendizaje y potenciación de la disposición de aprendizaje.
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March CA, Becker DJ, Libman IM. Nutrition and Obesity in the Pathogenesis of Youth-Onset Type 1 Diabetes and Its Complications. Front Endocrinol (Lausanne) 2021; 12:622901. [PMID: 33828529 PMCID: PMC8021094 DOI: 10.3389/fendo.2021.622901] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 02/15/2021] [Indexed: 12/15/2022] Open
Abstract
Since the 1980s, there has been a dramatic rise in the prevalence of overweight and obesity in pediatric populations, in large part driven by sedentary lifestyles and changing dietary patterns with more processed foods. In parallel with the rise in pediatric obesity in the general population, the prevalence of overweight and obesity has increased among children and adolescents with type 1 diabetes. Adiposity has been implicated in a variety of mechanisms both potentiating the risk for type 1 diabetes as well as exacerbating long-term complications, particularly cardiovascular disease. Treatment options targeting the unique needs of obese pediatric patients, both before and after diagnosis of type 1 diabetes, are limited. In this review, we discuss the history of the epidemiology of the obesity epidemic in the context of pediatric type 1 diabetes, highlight the possible role of obesity in type 1 diabetes pathogenesis and review the concept of "double diabetes". The impact of obesity at and after diagnosis will be discussed, including noted differences in clinical and biochemical markers, lipid abnormalities, and long-term cardiovascular complications. Finally, we will review the existing literature on pharmacologic and nutritional interventions as potential treatment strategies for youth with coexisting type 1 diabetes and obesity.
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