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Guo X, Pei J, Wei Y, Peng G, Sun R, Yan F, Han L. Comparative efficacy of interventions for promoting physical activity in people with type 2 diabetes: A systematic review and network meta-analysis. Int J Nurs Stud 2025; 168:105104. [PMID: 40412095 DOI: 10.1016/j.ijnurstu.2025.105104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 04/25/2025] [Accepted: 04/29/2025] [Indexed: 05/27/2025]
Abstract
BACKGROUND Increasing physical activity is recommended as a cornerstone of self-management strategies for diabetes prevention and management. While evidence supporting the effectiveness of various interventions to enhance physical activity in individuals with type 2 diabetes is expanding, there remains a lack of consensus regarding the most effective intervention. OBJECTIVE To compare and rank the efficacy of different interventions in improving physical activity among individuals with type 2 diabetes. DESIGN Systematic review and network meta-analysis. METHODS PubMed, Cochrane Library, EMBASE, Web of Science, China Knowledge Resource Integrated Database, Wanfang Database, Weipu Database, and Chinese Biomedical Database were systematically searched for relevant studies published from the inception of databases until August 4, 2023. Randomized controlled trials evaluating any interventions aimed at improving physical activity (moderate-to-vigorous physical activity or steps per day measured objectively) in individuals with type 2 diabetes were included. The risk of bias was assessed according to the Revised Cochrane risk-of-bias tool for randomized trials (RoB2). A random-effects network meta-analysis model was employed to synthesize all available evidence. The registration number of this study is CRD42023432185. RESULTS 33 studies involving 6304 participants were included in the quantitative synthesis. In total, the studies assessed 12 different interventions. Sixteen of the 33 studies (48.5 %) met the adapted Cochrane ROB2 for low risk of bias, while five studies were considered to be at high overall risk of bias. Compared to minimal intervention, multi-component interventions (MD 6.43 min/day, 95 % CI 1.85-11.01) had statistically significant effects on improving moderate-to-vigorous physical activity. Additionally, physical activity programme, counselling plus self-help materials, counselling plus Biofeedback, self-help materials plus biofeedback, physical activity programme plus biofeedback, and multi-component interventions had statistically significant effects on improving daily step counts, with MDs ranging from 1672 to 2504 steps per day in individuals with type 2 diabetes. CONCLUSIONS A combination of more than two intervention components appears required to increase physical activity. Counselling, physical activity programme, and biofeedback may be effective ingredients of such combinations, especially to increase the daily step count, among individuals with type 2 diabetes. However, the findings should be interpreted cautiously due to the limited number of studies, small sample sizes, and inconsistencies between outcome measures and comparison types. Further research is needed to strengthen the evidence base for clinical decision-making and to identify the most effective intervention combinations.
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Affiliation(s)
- Xiaojing Guo
- School of Nursing, Peking University, Beijing 100083, China; Evidence-based Nursing Center, School of Nursing, Lanzhou University, Lanzhou City, Gansu Province 730000, China
| | - Juhong Pei
- The First Clinical School of Medicine, Lanzhou University, Lanzhou City, Gansu Province 730000, China
| | - Yuting Wei
- Evidence-based Nursing Center, School of Nursing, Lanzhou University, Lanzhou City, Gansu Province 730000, China
| | - Guotian Peng
- Evidence-based Nursing Center, School of Nursing, Lanzhou University, Lanzhou City, Gansu Province 730000, China
| | - Ruiyi Sun
- Evidence-based Nursing Center, School of Nursing, Lanzhou University, Lanzhou City, Gansu Province 730000, China
| | - Fanghong Yan
- Evidence-based Nursing Center, School of Nursing, Lanzhou University, Lanzhou City, Gansu Province 730000, China; The First Clinical School of Medicine, Lanzhou University, Lanzhou City, Gansu Province 730000, China
| | - Lin Han
- Evidence-based Nursing Center, School of Nursing, Lanzhou University, Lanzhou City, Gansu Province 730000, China; Department of Nursing, Gansu Provincial Hospital, Lanzhou City, Gansu Province 730000, China.
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Eer AS, Hachem M, Hearn T, Koye DN, Atkinson-Briggs S, Jones J, Eades S, Braat S, Twigg SM, Sinha A, McLean A, O'Brien RC, Clarke P, O'Neal D, Story D, Zajac JD, Kelly RJ, Burchill L, Ekinci EI. Flash glucose monitoring for Indigenous Australians with type 2 diabetes: a randomised pilot and feasibility study. Pilot Feasibility Stud 2025; 11:72. [PMID: 40413546 PMCID: PMC12103807 DOI: 10.1186/s40814-025-01607-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 02/14/2025] [Indexed: 05/27/2025] Open
Abstract
BACKGROUND Flash glucose monitoring (FGM) can improve diabetes management, but no randomised controlled trials (RCTs) of FGM have been undertaken in Indigenous Australian populations. This study aimed to assess the feasibility of performing a RCT of FGM in Indigenous Australians with type 2 diabetes. METHODS In this open-labelled pilot RCT, Indigenous adults with type 2 diabetes were randomised to FGM or standard care for 6 months. Eligible participants were being treated with injectable diabetes medications and had a glycosylated haemoglobin (HbA1c) ≥ 7.0%. The feasibility outcome was the proportion of participants completing the trial, and the primary outcome for the future trial was change in HbA1c from baseline to 6 months. Secondary outcomes included change in time spent in target blood glucose (4.0-10.0 mmol/L), safety (hypoglycaemic episodes), and quality of life (EuroQol 5-dimension 3-level (EQ-5D-3L) score). RESULTS Of 126 screened individuals, 74 were eligible, 40 (54%) were randomised, and 39 (97.5%) completed the study. Participants' baseline characteristics were similar between the FGM and usual care groups, except for sex and body mass index. No between-group differences were observed for the following: change in HbA1c; percentage of time spent in target blood glucose (4.0-10.0 mmol/L), low glucose (< 3.9 mmol/L), and high glucose (> 15.0 mmol/L); or EQ-5D-3L scores. No severe hypoglycaemic episodes occurred. CONCLUSIONS This is the first pilot RCT of FGM in Indigenous Australians with type 2 diabetes. The results support a larger RCT. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry (ANZCTR12621000021875), retrospectively registered on 14 January 2021.
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Affiliation(s)
- Audrey S Eer
- Department of Endocrinology, Austin Health, Heidelberg, Australia
- Department of Medicine, The University of Melbourne (Austin Health), Heidelberg, Australia
- Department of Medicine, Goulburn Valley Health, Shepparton, Australia
| | - Mariam Hachem
- Department of Medicine, The University of Melbourne (Austin Health), Heidelberg, Australia
- Australian Centre for Accelerating Diabetes Innovations (ACADI), The University of Melbourne, Melbourne, Australia
| | - Tracey Hearn
- Australian Centre for Accelerating Diabetes Innovations (ACADI), The University of Melbourne, Melbourne, Australia
- Rumbalara Aboriginal Co-Operative, Mooroopna, Australia
| | - Digsu N Koye
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
- MISCH (Methods and Implementation Support for Clinical Health) Research Hub, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Australia
| | - Sharon Atkinson-Briggs
- Rumbalara Aboriginal Co-Operative, Mooroopna, Australia
- Department of Medicine, The University of Melbourne (St Vincent's Hospital), Melbourne, Australia
| | - Jessica Jones
- Department of Medicine, The University of Melbourne (Austin Health), Heidelberg, Australia
| | - Sandra Eades
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Sabine Braat
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
- MISCH (Methods and Implementation Support for Clinical Health) Research Hub, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Australia
| | - Stephen M Twigg
- Department of Endocrinology, Royal Prince Alfred Hospital Sydney, Sydney, Australia
- Sydney Medical School and Charles Perkins Centre, University of Sydney, Sydney, Australia
| | - Ashim Sinha
- Department of Diabetes and Endocrinology, Cairns Hospital, Cairns, Australia
| | - Anna McLean
- Department of Diabetes and Endocrinology, Cairns Hospital, Cairns, Australia
| | - Richard C O'Brien
- Department of Endocrinology, Austin Health, Heidelberg, Australia
- Department of Medicine, The University of Melbourne (Austin Health), Heidelberg, Australia
| | - Phillip Clarke
- Australian Centre for Accelerating Diabetes Innovations (ACADI), The University of Melbourne, Melbourne, Australia
- Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - David O'Neal
- Australian Centre for Accelerating Diabetes Innovations (ACADI), The University of Melbourne, Melbourne, Australia
- Department of Medicine, The University of Melbourne (St Vincent's Hospital), Melbourne, Australia
| | - David Story
- Department of Critical Care, The University of Melbourne, Melbourne, Australia
| | - Jeffrey D Zajac
- Department of Endocrinology, Austin Health, Heidelberg, Australia
- Department of Medicine, The University of Melbourne (Austin Health), Heidelberg, Australia
| | - Raymond J Kelly
- Australian Centre for Accelerating Diabetes Innovations (ACADI), The University of Melbourne, Melbourne, Australia
- Baker Department of Cardiometabolic Health, The University of Melbourne, Melbourne, Australia
| | - Luke Burchill
- Department of Medicine, The University of Melbourne (Royal Melbourne Hospital), Parkville, Australia
| | - Elif I Ekinci
- Department of Endocrinology, Austin Health, Heidelberg, Australia.
- Department of Medicine, The University of Melbourne (Austin Health), Heidelberg, Australia.
- Australian Centre for Accelerating Diabetes Innovations (ACADI), The University of Melbourne, Melbourne, Australia.
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Battelino T, Lalic N, Hussain S, Ceriello A, Klobucar S, Davies SJ, Topsever P, Heverly J, Ulivi F, Brady K, Tankova T, Galhardo J, Tagkalos K, Werson E, Mathieu C, Schwarz P. The use of continuous glucose monitoring in people living with obesity, intermediate hyperglycemia or type 2 diabetes. Diabetes Res Clin Pract 2025; 223:112111. [PMID: 40118193 DOI: 10.1016/j.diabres.2025.112111] [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: 02/17/2025] [Revised: 03/12/2025] [Accepted: 03/17/2025] [Indexed: 03/23/2025]
Abstract
A global trend towards increased obesity, intermediate hyperglycemia (previously termed prediabetes) and type 2 diabetes, has prompted a range of international initiatives to proactively raise awareness and provide action-driven recommendations to prevent and manage these linked disease states. One approach, that has shown success in managing people already diagnosed with type 2 diabetes mellitus, is to use continuous glucose monitoring (CGM) devices to help them manage their chronic condition through understanding and treating their daily glucose fluctuations, in assocation with glucose-lowering medications, including insulin. However, much of the burden of type 2 diabetes mellitus is founded in the delayed detection both of type 2 diabetes mellitus itself, and the intermediate hyperglycemia that precedes it. In this review, we provide evidence that using CGM technology in people at-risk of intermediate hyperglycemia or type 2 diabetes mellitus can significantly improve the rate and timing of detection of dysglycemia. Earlier detection allows intervention, including through continued use of CGM to guide changes to diet and lifestyle, that can delay or prevent harmful progression of early dysglycemia. Although further research is needed to fully understand the cost-effectiveness of this intervention in people at-risk or with early dysglycemia, the proposition for use of CGM technology is clear.
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Affiliation(s)
- Tadej Battelino
- University Medical Center Ljubljana, and University of Ljubljana, Faculty of Medicine, Ljubljana, Slovenia.
| | - Nebojsa Lalic
- Faculty of Medicine, University of Belgrade, Center for Diabetes and Lipid Disorders, Clinic for Endocrinology, Diabetes and Metabolic Diseases, University Clinical Centre of Serbia, Belgrade, Serbia
| | - Sufyan Hussain
- Department of Diabetes, School of Cardiovascular, Metabolic Medicine and Sciences, King's College London, London, UK; Department of Diabetes and Endocrinology, Guy's & St Thomas' NHS Foundation Trust, London, UK; Institute of Diabetes, Endocrinology and Obesity, King's Health Partners, London, UK
| | | | - Sanja Klobucar
- Department for Endocrinology, Diabetes and Metabolism, University Hospital Centre Rijeka, School of Medicine, University of Rijeka, Croatia
| | | | - Pinar Topsever
- Acibadem Mehmet Ali Aydinlar University, School of Medicine, Department of Family Medicine, Istanbul, Turkiye
| | - Julie Heverly
- diaTribe Foundation, San Francisco, CA, United States
| | | | - Kevin Brady
- diabetes Geneva, Avenue Cardinal-Mermillod 36, Carouge, Switzerland
| | - Tsvetalana Tankova
- Department of Endocrinology, Medical University - Sofia, Sofia, Bulgaria
| | | | | | | | - Chantal Mathieu
- Department of Endocrinology, University Hospitals Leuven, Louvain, Belgium
| | - Peter Schwarz
- Department for Prevention and Care of Diabetes, Faculty of Medicine Carl Gustav Carus at the Technische Universität/TU Dresden, Dresden, Germany; Paul Langerhans Institute Dresden of Helmholtz Zentrum München at University Hospital and Faculty of Medicine, TU Dresden 01307 Dresden, Germany
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Chang CR, Roach LA, Russell BM, Francois ME. Using continuous glucose monitoring to prescribe an exercise time: a randomised controlled trial in adults with type 2 diabetes. Diabetes Res Clin Pract 2025; 222:112072. [PMID: 40023292 DOI: 10.1016/j.diabres.2025.112072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Revised: 02/16/2025] [Accepted: 02/25/2025] [Indexed: 03/04/2025]
Abstract
PURPOSE Growing evidence suggests the exercise timing, time-of-day it is performed, is important for maximizing glycemic benefits in type 2 diabetes (T2D). This randomized controlled trial investigated the impact of utilizing continuous glucose monitoring to personalise exercise timing on peak hyperglycaemia and cardiometabolic health in people with T2D. METHODS Adults with T2D (HbA1c: 7.2 ± 0.8 %; Age: 63 ± 12 y; BMI: 29 ± 5 kg/m2) were randomized to eight weeks: i) waitlist control (CTL, eight week CTL then re-randomized to interventions), ii) 22-min daily exercise beginning ∼ 30 min before peak hyperglycemia (ExPeak) or iii) 22-min daily exercise ∼ 90 min after peak hyperglycemia (NonPeak). Time of peak hyperglycemia was pre-determined for each participant using the median of a 14-d habitual continuous glucose monitoring (CGM) period. Glycemic control (HbA1c [primary outcome], CGM), vascular function (flow-mediated dilation [FMD]), arterial stiffness, blood pressure) and body composition were assessed. Linear mixed models compared changes across time between groups. RESULTS There was no intervention effect for HbA1c, however there was a significant interaction for changes in 24-h peak glucose and %FMD between groups. Compared to CTL, both intervention groups significantly lowered peak glucose (ExPeak: 95 %CI: -2.0 to -0.3 mmol/L, NonPeak: CI: -2.3 to -0.6 mmol/L) and %FMD increased (ExPeak: 95 %CI: 0.6 to 1.5 %, NonPeak: 95 %CI: 0.0 to 1.1 %). Adherence to interventions was high for both intervention groups (>90 %). CONCLUSION Prescribing exercise to target peak hyperglycemia did not improve HbA1c; however cardiometabolic health outcomes improved in both groups prescribed an exercise time compared to control. Personalizing exercise prescription by prescribing a time to exercise may be a novel approach to improve health outcomes and physical activity participation.
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Affiliation(s)
- Courtney R Chang
- School of Medical, Indigenous and Health Sciences, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW 2522, Australia
| | - Lauren A Roach
- School of Medical, Indigenous and Health Sciences, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW 2522, Australia
| | - Brooke M Russell
- School of Medical, Indigenous and Health Sciences, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW 2522, Australia
| | - Monique E Francois
- School of Medical, Indigenous and Health Sciences, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW 2522, Australia.
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Suzuki Y, Miya A, Nakamura A, Handa T, Kameda H, Atsumi T. Perception of hyper-/hypoglycemia and its related factors in type 2 diabetes: a continuous glucose monitoring-based prospective observational study. Diabetol Int 2025; 16:385-393. [PMID: 40166446 PMCID: PMC11954784 DOI: 10.1007/s13340-025-00803-3] [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: 08/26/2024] [Accepted: 01/23/2025] [Indexed: 04/02/2025]
Abstract
Aims Underestimating hyper-/hypoglycemia or failure to perceive hyperglycemia hinders optimal glucose management in diabetes care. Our study investigated individuals who, while aware of their hyper-/hypoglycemia, may not perceive them as problematic. Also, we clarified the factors contributing to discrepancies between these individuals' perceptions and the objective measurements. Materials and methods This study was a prospective observational study comprising 284 Japanese individuals with type 2 diabetes who underwent ambulatory blinded professional continuous glucose monitoring (CGM) and self-administered the Diabetes Treatment Satisfaction Questionnaire (DTSQ). Individuals with a time above range (TAR; > 180 mg/dL) ≥ 25% and those who answered 0 ("never") or + 1 ("almost never") for the frequency of hyperglycemia in the DTSQ were defined as having no-perception of hyperglycemia. Individuals with a time below range (TBR; < 70 mg/dL) ≥ 4% with an answer of 0 or + 1 for the frequency of hypoglycemia were labeled as having no-perception of hypoglycemia. Multivariate logistic regression analysis was performed to analyze clinical characteristics associated with the discrepancies between failure to perceive hyper-/hypoglycemia and TAR ≥ 25% or TBR ≥ 4%. Results Insulin-use (odds ratio [OR] = 0.29, p < 0.05) and older age (OR = 1.05, p < 0.05) were independent determinants of no-perception of hyperglycemia. Low eGFR was an independent determinant of no-perception of hypoglycemia (OR = 0.94, p < 0.05). Conclusions No-insulin-use, being an older adult, and renal dysfunction are linked to the discrepancy between the perception of hyper-/hypoglycemia and actual blood glucose. These results will help create personalized diabetes care.
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Affiliation(s)
- Yuka Suzuki
- Department of Rheumatology, Endocrinology and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N-15, W-7, Kita-ku, Sapporo, 060-8638 Japan
| | - Aika Miya
- Department of Rheumatology, Endocrinology and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N-15, W-7, Kita-ku, Sapporo, 060-8638 Japan
| | - Akinobu Nakamura
- Department of Rheumatology, Endocrinology and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N-15, W-7, Kita-ku, Sapporo, 060-8638 Japan
| | - Takahisa Handa
- Department of Rheumatology, Endocrinology and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N-15, W-7, Kita-ku, Sapporo, 060-8638 Japan
| | - Hiraku Kameda
- Department of Rheumatology, Endocrinology and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N-15, W-7, Kita-ku, Sapporo, 060-8638 Japan
| | - Tatsuya Atsumi
- Department of Rheumatology, Endocrinology and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, N-15, W-7, Kita-ku, Sapporo, 060-8638 Japan
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Rodríguez García J, Camiña Darriba F, Ortolá Devesa JB, Rodríguez-Segade Villamarín S, Valle Rodríguez A. Parameters of glycemic variability in continuous glucose monitoring as predictors of diabetes: a prospective evaluation in a non-diabetic general population. ADVANCES IN LABORATORY MEDICINE 2025; 6:46-51. [PMID: 40160400 PMCID: PMC11949551 DOI: 10.1515/almed-2025-0011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 12/12/2024] [Indexed: 04/02/2025]
Abstract
Objectives To prospectively examine the ability of some glycemic variability metrics from continuous glucose monitoring (CGM) to predict the development of diabetes in a non-diabetic population. Methods A total of 497 non-diabetic patients from the AEGIS study were included. Participants used a CGM system (iPro2®) over a six-day period. The following parameters were analyzed: standard deviation (SD), coefficient of variation (CV) and mean amplitude of glucose excursion (MAGE). Six-years follow-up was performed. ROC curves were constructed to determine the predictive value of glycemic variability metrics. Sensitivity and specificity were calculated. Results Of the 497 participants, 16 women (4.9 %) and 9 men (5.2 %) developed diabetes. Initial HbA1c and fasting glucose levels were significantly higher in the participants who ultimately developed diabetes. Glycemic variability metrics were also significantly higher in these subjects (SD: 18 vs. 13 mg/dL; CV: 17 vs. 14 %; MAGE: 36 vs. 27 mg/dL; p<0.001 in all cases). SD showed the highest AUC (0.81), with a sensitivity of 80 % and a specificity of 72 % for a cut-off of 14.9 mg/dL. AUCs were higher in men for all metrics. Conclusions The metrics obtained by MCG, especially SD, are effective predictors of progression to type 2 diabetes in a non-diabetic population. These findings suggest that glycemic variability is useful for the early identification of subjects at a higher risk of developing diabetes.
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Affiliation(s)
- Javier Rodríguez García
- Laboratorio de Bioquímica Clínica del Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
- Departamento de Bioquímica y Biología Molecular, Universidad de Santiago de Compostela, Santiago de Compostela, Spain
| | - Felix Camiña Darriba
- Departamento de Bioquímica y Biología Molecular, Universidad de Santiago de Compostela, Santiago de Compostela, Spain
| | - Juan B. Ortolá Devesa
- Laboratorio de Bioquímica Clínica del Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
| | - Santiago Rodríguez-Segade Villamarín
- Laboratorio de Bioquímica Clínica del Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
- Departamento de Bioquímica y Biología Molecular, Universidad de Santiago de Compostela, Santiago de Compostela, Spain
| | - Andrea Valle Rodríguez
- Laboratorio de Bioquímica Clínica del Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
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Valle Rodríguez A, Rodríguez García J, Camiña Darriba F, Ortolá Devesa JB, Rodríguez-Segade Villamarín S. Parámetros de variabilidad glucémica de la monitorización continua de glucosa como predictores de diabetes: evaluación prospectiva en una población general sin diabetes. ADVANCES IN LABORATORY MEDICINE 2025; 6:52-58. [PMID: 40160403 PMCID: PMC11949565 DOI: 10.1515/almed-2024-0125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 12/12/2024] [Indexed: 04/02/2025]
Abstract
Objetivos Evaluar prospectivamente la capacidad de distintas métricas de variabilidad glucémica obtenidas mediante monitorización continua de glucosa (MCG) para la predicción del desarrollo de diabetes en una población sin diabetes. Métodos Se incluyeron 497 participantes sin diabetes del estudio AEGIS. Los participantes utilizaron un sistema de MCG (iPro2®) durante seis días. Se evaluaron las siguientes métricas: desviación estándar (SD), coeficiente de variación (CV) y amplitud media de las excursiones glucémicas (MAGE). Los sujetos fueron seguidos durante una media de 6 años. Se utilizaron curvas ROC para determinar la capacidad predictiva de las métricas de variabilidad glucémica y se calcularon la sensibilidad y especificidad. Resultados De los 497 participantes, 16 mujeres (4,9 %) y 9 hombres (5,2 %) desarrollaron diabetes. Las concentraciones iniciales de HbA1c y glucosa en ayunas fueron significativamente más altos en aquellos que progresaron a diabetes. Las métricas de variabilidad glucémica también fueron significativamente mayores en estos individuos (SD: 18 vs. 13 mg/dL; CV: 17 % vs. 14 %; MAGE: 36 vs. 27 mg/dL; p<0,001 en todos los casos). La SD mostró la mayor AUC (0,81), con una sensibilidad del 80 % y una especificidad del 72 % para un punto de corte de 14,9 mg/dL. Las AUC fueron mayores en hombres para todas las métricas estudiadas. Conclusiones Las métricas obtenidas por MCG, especialmente la SD, son predictores efectivos de la progresión a diabetes tipo 2 en una población sin diabetes. Estos hallazgos sugieren la utilidad de la variabilidad glucémica en la identificación temprana de individuos en riesgo de desarrollar diabetes.
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Affiliation(s)
- Andrea Valle Rodríguez
- Laboratorio de Bioquímica Clínica del Complejo Hospitalario, Universitario de Santiago de Compostela, Santiago de Compostela, España
| | - Javier Rodríguez García
- Laboratorio de Bioquímica Clínica del Complejo Hospitalario, Universitario de Santiago de Compostela, Santiago de Compostela, España
- Departamento de Bioquímica y Biología Molecular, Universidad de Santiago de Compostela, Santiago de Compostela, España
| | - Felix Camiña Darriba
- Departamento de Bioquímica y Biología Molecular, Universidad de Santiago de Compostela, Santiago de Compostela, España
| | - Juan B. Ortolá Devesa
- Laboratorio de Bioquímica Clínica del Complejo Hospitalario, Universitario de Santiago de Compostela, Santiago de Compostela, España
| | - Santiago Rodríguez-Segade Villamarín
- Laboratorio de Bioquímica Clínica del Complejo Hospitalario, Universitario de Santiago de Compostela, Santiago de Compostela, España
- Departamento de Bioquímica y Biología Molecular, Universidad de Santiago de Compostela, Santiago de Compostela, España
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Cowart K, Olson K, Carris NW. Is there a role for continuous glucose monitoring beyond diabetes? Emerging applications in new populations. Expert Rev Med Devices 2025; 22:165-168. [PMID: 39905669 DOI: 10.1080/17434440.2025.2463339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Revised: 01/20/2025] [Accepted: 01/22/2025] [Indexed: 02/06/2025]
Affiliation(s)
- Kevin Cowart
- Department of Pharmacotherapeutics & Clinical Research, Taneja College of Pharmacy, University of South Florida, Tampa, FL, USA
- Department of Family Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
- College of Public Health, University of South Florida, Tampa, FL, USA
| | - Kevin Olson
- Department of Pharmacotherapeutics & Clinical Research, Taneja College of Pharmacy, University of South Florida, Tampa, FL, USA
- Department of Internal Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
- Department of Pediatrics, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Nicholas W Carris
- Department of Pharmacotherapeutics & Clinical Research, Taneja College of Pharmacy, University of South Florida, Tampa, FL, USA
- Department of Family Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
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Taketani K, Nomura T, Okawa T. Effectiveness of Physical Activity Support Combined With Continuous Glucose Monitoring by a Physical Therapist in Preconception Care for a Woman With Type 2 Diabetes Mellitus: A Case Study. Cureus 2025; 17:e81544. [PMID: 40314042 PMCID: PMC12044215 DOI: 10.7759/cureus.81544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/26/2025] [Indexed: 05/03/2025] Open
Abstract
Diabetes mellitus represents a major public health challenge worldwide, with type 2 diabetes mellitus (T2DM) accounting for the majority of cases. Urbanization and lifestyle changes are reportedly contributing to the increasing incidence of T2DM worldwide. The prevalence of T2DM is also increasing among women who wish to become pregnant, owing to the growing overall proportion of women with T2DM, the increasing prevalence of obesity, and the rising average age of childbirth. Preconception care is warranted in this demographic to optimize glycemic control, improve pregnancy outcomes, and reduce the risk of congenital anomalies and perinatal complications. Educational support that includes not only glycemic control but also increased physical activity (PA) and lifestyle modifications is important to delivering effective preconception care. Herein, we report the case of a woman in her 30s with T2DM, hypertension, and dyslipidemia. Her early glycemic control was suboptimal (glycated hemoglobin: 8.9%, time in range (TIR): 36.6%), her pregnancy preparation was delayed, and a personalized PA program was eventually introduced that included continuous glucose monitoring (CGM) reviewed by a physical therapist. The intervention lasted four months and included continuous feedback and adjustments to the timing, intensity, and activity goals of the patient's exercise regimen based on her CGM trends. A specific PA target of 8,000-10,000 steps per day was established to promote increased daily movement. The intervention also incorporated a combination of aerobic exercise (walking) and resistance training tailored to the patient's condition and lifestyle. This intervention led to improvements in her blood glucose markers, treatment satisfaction related to diabetes, health-related quality of life, and independence. The patient's TIR increased from 36.6% to 77%, and her PA increased from 2500 to 9500 steps/day. This case study highlights the potential of CGM to promote real-time feedback and behavior modification in patients with T2DM, particularly those attempting pregnancy. PA support combined with CGM can effectively manage blood glucose levels, increase motivation, and improve overall health in ways that are highly beneficial to integrate into preconception care regimens. This study emphasizes that PA support combined with CGM is effective for increasing glycemic control and PA levels, thus improving lifestyle habits and preparing women with T2DM for pregnancy. We advocate for the wider adoption of PA support interventions combined with CGM by physical therapists as a standard practice in preconception care and emphasize the role of this approach in terms of improving long-term metabolic health prior to conception. Further research is warranted to validate these findings and optimize intervention protocols.
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Affiliation(s)
- Kengo Taketani
- Department of Rehabilitation, Toyota Memorial Hospital, Toyota, JPN
| | - Takuo Nomura
- Department of Rehabilitation, Kansai Medical University, Hirakata, JPN
| | - Tetsuji Okawa
- Department of Endocrinology and Diabetes, Toyota Memorial Hospital, Toyota, JPN
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10
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Richardson KM, Jospe MR, Bohlen LC, Crawshaw J, Saleh AA, Schembre SM. The efficacy of using continuous glucose monitoring as a behaviour change tool in populations with and without diabetes: a systematic review and meta-analysis of randomised controlled trials. Int J Behav Nutr Phys Act 2024; 21:145. [PMID: 39716288 DOI: 10.1186/s12966-024-01692-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 12/09/2024] [Indexed: 12/25/2024] Open
Abstract
BACKGROUND Continuous glucose monitoring (CGM) holds potential as a precision public health intervention, offering personalised insights into how diet and physical activity affect glucose levels. Nevertheless, the efficacy of using CGM in populations with and without diabetes to support behaviour change and behaviour-driven outcomes remains unclear. This systematic review and meta-analysis examines whether using CGM-based feedback to support behaviour change affects glycaemic, anthropometric, and behavioural outcomes in adults with and without diabetes. METHODS Ovid MEDLINE, Cochrane Central Register of Controlled Trials, Elsevier Embase, EBSCOhost PsycINFO, and ProQuest Dissertations & Theses Global were searched through January 2024. Eligible studies were randomised controlled trials in adults that implemented CGM-based feedback in at least one study arm compared to a control without CGM feedback. Dual screening, data extraction, and bias assessment were conducted independently. Mean differences in outcomes between intervention and comparison groups were analysed using generic inverse variance models and random effects. Robustness of pooled estimates from random-effects models was considered with sensitivity and subgroup analyses. RESULTS Twenty-five clinical trials with 2996 participants were included. Most studies were conducted in adults with type 2 diabetes (n = 17/25; 68%), followed by type 1 diabetes (n = 3/25, 12%), gestational diabetes (n = 3/25, 12%), and obesity (n = 3/25, 12%). Eleven (44%) studies reported CGM-affiliated conflicts of interest. Interventions incorporating CGM-based feedback reduced HbA1c by 0.28% (95% CI 0.15, 0.42, p < 0.001; I2 = 88%), and increased time in range by 7.4% (95% CI 2.0, 12.8, p < 0.008; I2 = 80.5%) compared to arms without CGM, with non-significant effects on time above range, BMI, and weight. Sensitivity analyses showed consistent mean differences in HbA1c across different conditions, and differences between subgroups were non-significant. Only 4/25 studies evaluated the effect of CGM on dietary changes; 5/25 evaluated physical activity. CONCLUSIONS This evidence synthesis found favourable, though modest, effects of CGM-based feedback on glycaemic control in adults with and without diabetes. Further research is needed to establish the behaviours and behavioural mechanisms driving the observed effects across diverse populations. TRIAL REGISTRATION CRD42024514135.
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Affiliation(s)
- Kelli M Richardson
- School of Nutritional Sciences and Wellness, College of Agriculture, Life and Environmental Sciences, University of Arizona, Tucson, AZ, USA
| | - Michelle R Jospe
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, 2115 Wisconsin Avenue NW Suite 300, Washington, D.C, 20007, USA
| | - Lauren C Bohlen
- Center for Health Promotion and Health Equity, Department of Behavioural and Social Sciences, Brown University School of Public Health, Providence, RI, USA
| | - Jacob Crawshaw
- Centre for Implementation Research, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Ahlam A Saleh
- Arizona Health Sciences Library, University of Arizona, Tucson, AZ, USA
| | - Susan M Schembre
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, 2115 Wisconsin Avenue NW Suite 300, Washington, D.C, 20007, USA.
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11
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Hirsch IB, Parkin CG, Cavaiola TS, Bergenstal RM. Use of continuous glucose monitoring when initiating glucagon-like peptide-1 receptor agonist therapy in insulin-treated diabetes. Diabetes Obes Metab 2024; 26 Suppl 7:17-26. [PMID: 39193839 DOI: 10.1111/dom.15883] [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: 05/30/2024] [Revised: 07/31/2024] [Accepted: 08/02/2024] [Indexed: 08/29/2024]
Abstract
Glucagon-like peptide-1 receptor agonist (GLP-1RA) medications have been shown to be effective in achieving optimal glucose control and reducing all-cause death, cardiovascular death, nonfatal myocardial infarction, hospitalization for heart failure, and end-stage kidney disease in individuals with type 1 (T1D) and type 2 diabetes (T2D). However, use of these medications has been associated with increased hypoglycaemia risk in patients treated with concomitant antihyperglycaemic medications. The risk is particularly high in patients with T1D due to their loss of glucagon counter-regulatory response. This article reviews the effect of GLP-1RA formulations on the development of hypoglycaemia in individuals with T1D and T2D treated with insulin therapy, discusses the benefits of continuous glucose monitoring with GLP-1RA treatment, and presents strategies for safely initiating GLP-1RA therapy in these individuals.
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Affiliation(s)
- Irl B Hirsch
- University of Washington School of Medicine, Seattle, Washington, USA
| | | | | | - Richard M Bergenstal
- International Diabetes Centre, HealthPartners Institute, Minneapolis, Minnesota, USA
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12
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Lau D, Manca DP, Singh P, Perry T, Olu-Jordan I, Ryan Zhang J, Rahim G, Hagen EM, Yeung RO. The effectiveness of continuous glucose monitoring with remote telemonitoring-enabled virtual educator visits in adults with non-insulin dependent type 2 diabetes: A randomized trial. Diabetes Res Clin Pract 2024; 217:111899. [PMID: 39433218 DOI: 10.1016/j.diabres.2024.111899] [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: 08/02/2024] [Revised: 09/24/2024] [Accepted: 10/16/2024] [Indexed: 10/23/2024]
Abstract
AIMS Estimate the effectiveness of continuous glucose monitoring (CGM) with remote telemonitoring-enabled virtual diabetes educator visits for improving glycemic management in adults with type 2 diabetes, not on insulin. METHODS Participants with type 2 diabetes, not on insulin, and HbA1c > 7.0 % were enrolled in an open-label randomized trial of 6 weeks of CGM with telemonitoring versus enhanced usual care. Both groups received educator visits. HbA1c was assessed at 12 weeks. RESULTS Of 105 participants (mean age 57.3 years, 49.5 % females, mean baseline HbA1c 8.0 %), 86 remained at follow-up. Change in HbA1c was -0.69 % (CGM) versus -0.33 % (enhanced usual care). Adjusting for baseline HbA1c, CGM was superior (0.65 % greater HbA1c reduction [95 % CI 0.17-1.12 %], p = 0.008). CGM participants were 92 % (RR = 1.92, 1.19-3.06, p = 0.007) more likely to have an HbA1c reduction ≥ 0.5 %, lost more weight (difference in weight reduction 2.17 kg, 0.22-4.11, p = 0.029) and were more satisfied with their treatment. No treatment-related adverse events were observed. CONCLUSIONS CGM with virtual diabetes educator visits is effective, safe, and acceptable in adults with type 2 diabetes not on insulin and should be considered as an alternative to drug therapy for improving blood glucose.
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Affiliation(s)
- Darren Lau
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada; Physician Learning Program, University of Alberta, Edmonton, Alberta, Canada.
| | - Donna P Manca
- Department of Family Medicine, University of Alberta, Edmonton, Alberta, Canada; Physician Learning Program, University of Alberta, Edmonton, Alberta, Canada
| | - Pratima Singh
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | | | - Inga Olu-Jordan
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Jiawei Ryan Zhang
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Gulelala Rahim
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Evan M Hagen
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Roseanne O Yeung
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada; Physician Learning Program, University of Alberta, Edmonton, Alberta, Canada
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13
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Sahyouni MJ, Acevedo LA, Rodriguez SC, Chiles JA, Pennings NJ. Neuropathy of diabetes following initiation of a low-carbohydrate diet: Case report. OBESITY PILLARS 2024; 11:100115. [PMID: 38983905 PMCID: PMC11231748 DOI: 10.1016/j.obpill.2024.100115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Revised: 06/06/2024] [Accepted: 06/06/2024] [Indexed: 07/11/2024]
Abstract
Introduction This case study portrays an unusual case of treatment-induced neuropathy of diabetes (TIND) in a patient with uncontrolled type 2 diabetes (T2D) who achieved rapid improvement in glucose control primarily with dietary intervention. Initial presentation was 50-year-old white male with a long-standing history of obesity and a family history of T2D with a screening glucose level >500mg/dL by glucometer, HbA1c of 14.9%, and initial weight 213 lbs. Methods The initial intervention included a low-carbohydrate diet, metformin, and a continuous glucose monitor (CGM). Semaglutide was added after seven days. Results His glycemia was within the target range within three weeks. Four weeks after initiation of therapy, he developed TIND symptoms consisting of burning, tightness, and numbness of bilateral feet along with 10/10 pain. At three months, his HbA1c dropped to 6.9% and his weight to 195 lbs. Treatment of his TIND reduced his pain from 10/10 to 2/10. Conclusion Whereas TIND is commonly associated with the use of insulin or sulfonylureas, this study adds evidence to the paucity of literature regarding TIND precipitated by dietary intervention.
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Jospe MR, Richardson KM, Saleh AA, Bohlen LC, Crawshaw J, Liao Y, Konnyu K, Schembre SM. Leveraging continuous glucose monitoring as a catalyst for behaviour change: a scoping review. Int J Behav Nutr Phys Act 2024; 21:74. [PMID: 38987796 PMCID: PMC11238504 DOI: 10.1186/s12966-024-01622-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 06/27/2024] [Indexed: 07/12/2024] Open
Abstract
BACKGROUND Amidst the escalating prevalence of glucose-related chronic diseases, the advancements, potential uses, and growing accessibility of continuous glucose monitors (CGM) have piqued the interest of healthcare providers, consumers, and health behaviour researchers. Yet, there is a paucity of literature characterising the use of CGM in behavioural intervention research. This scoping review aims to describe targeted populations, health behaviours, health-related outcomes, and CGM protocols in randomised controlled trials (RCTs) that employed CGM to support health behaviour change. METHODS We searched Ovid MEDLINE, Elsevier Embase, Cochrane Central Register of Controlled Trials, EBSCOhost PsycINFO, and ProQuest Dissertations & Theses Global from inception to January 2024 for RCTs of behavioural interventions conducted in adults that incorporated CGM-based biological feedback. Citation searching was also performed. The review protocol was registered ( https://doi.org/10.17605/OSF.IO/SJREA ). FINDINGS Collectively, 5389 citations were obtained from databases and citation searching, 3995 articles were screened, and 31 were deemed eligible and included in the review. Most studies (n = 20/31, 65%) included adults with type 2 diabetes and reported HbA1c as an outcome (n = 29/31, 94%). CGM was most commonly used in interventions to target changes in diet (n = 27/31, 87%) and/or physical activity (n = 16/31, 52%). 42% (n = 13/31) of studies provided prospective CGM-based guidance on diet or activity, while 61% (n = 19/31) included retrospective CGM-based guidance. CGM data was typically unblinded (n = 24/31, 77%) and CGM-based biological feedback was most often provided through the CGM and two-way communication (n = 12/31, 39%). Communication typically occurred in-person (n = 13/31, 42%) once per CGM wear (n = 13/31; 42%). CONCLUSIONS This scoping review reveals a predominant focus on diabetes in CGM-based interventions, pointing out a research gap in its wider application for behaviour change. Future research should expand the evidence base to support the use of CGM as a behaviour change tool and establish best practices for its implementation. TRIAL REGISTRATION doi.org/10.17605/OSF.IO/SJREA.
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Affiliation(s)
- Michelle R Jospe
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington DC, USA
| | - Kelli M Richardson
- School of Nutritional Sciences and Wellness, College of Agriculture, Life and Environmental Sciences, University of Arizona, Tucson, AZ, USA
| | - Ahlam A Saleh
- Arizona Health Sciences Library, University of Arizona, Tucson, AZ, USA
| | - Lauren C Bohlen
- Center for Health Promotion and Health Equity, Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA
| | - Jacob Crawshaw
- Centre for Implementation Research, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Yue Liao
- Department of Kinesiology, College of Nursing and Health Innovation, University of Texas at Arlington, Arlington, TX, USA
| | - Kristin Konnyu
- Health Services Research Unit, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, Scotland
| | - Susan M Schembre
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington DC, USA.
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15
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Ajjan RA, Battelino T, Cos X, Del Prato S, Philips JC, Meyer L, Seufert J, Seidu S. Continuous glucose monitoring for the routine care of type 2 diabetes mellitus. Nat Rev Endocrinol 2024; 20:426-440. [PMID: 38589493 DOI: 10.1038/s41574-024-00973-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/29/2024] [Indexed: 04/10/2024]
Abstract
Although continuous glucose monitoring (CGM) devices are now considered the standard of care for people with type 1 diabetes mellitus, the uptake among people with type 2 diabetes mellitus (T2DM) has been slower and is focused on those receiving intensive insulin therapy. However, increasing evidence now supports the inclusion of CGM in the routine care of people with T2DM who are on basal insulin-only regimens or are managed with other medications. Expanding CGM to these groups could minimize hypoglycaemia while allowing efficient adaptation and escalation of therapies. Increasing evidence from randomized controlled trials and observational studies indicates that CGM is of clinical value in people with T2DM on non-intensive treatment regimens. If further studies confirm this finding, CGM could soon become a part of routine care for T2DM. In this Perspective we explore the potential benefits of widening the application of CGM in T2DM, along with the challenges that must be overcome for the evidence-based benefits of this technology to be delivered for all people with T2DM.
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Affiliation(s)
- Ramzi A Ajjan
- The LIGHT Laboratories, Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Tadej Battelino
- Faculty of Medicine, University of Ljubljana Medical Centre, Ljubljana, Slovenia
| | - Xavier Cos
- DAP Cat Research Group, Foundation University Institute for Primary Health Care Research Jordi Gol i Gorina, Barcelona, Spain
| | - Stefano Del Prato
- Section of Diabetes and Metabolic Diseases, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | | | - Laurent Meyer
- Department of Endocrinology, Diabetes and Nutrition, University Hospital, Strasbourg, France
| | - Jochen Seufert
- Division of Endocrinology and Diabetology, Department of Medicine II, Medical Centre, University of Freiburg, Freiburg, Germany
| | - Samuel Seidu
- Leicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK.
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Miller E, Miller K. Detection and Intervention: Use of Continuous Glucose Monitoring in the Early Stages of Type 2 Diabetes. Clin Diabetes 2024; 42:398-407. [PMID: 39015167 PMCID: PMC11247044 DOI: 10.2337/cd23-0077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/18/2024]
Abstract
The term "prediabetes" has been used to identify the state of abnormal glucose homeostasis (dysglycemia) that often leads to the development of clinical type 2 diabetes. However, this term does not describe the cellular changes that are already taking place in individuals with elevated glucose levels. This article describes our approach to detecting early dysglycemia using continuous glucose monitoring and explains how this approach can be integrated into clinical practice settings.
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17
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Lu J, Ying Z, Wang P, Fu M, Han C, Zhang M. Effects of continuous glucose monitoring on glycaemic control in type 2 diabetes: A systematic review and network meta-analysis of randomized controlled trials. Diabetes Obes Metab 2024; 26:362-372. [PMID: 37828805 DOI: 10.1111/dom.15328] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 09/05/2023] [Accepted: 09/26/2023] [Indexed: 10/14/2023]
Abstract
AIMS The aim of this study was to assess the efficacy of continuous glucose monitoring (CGM) versus self-monitoring of blood glucose (SMBG) in maintaining glycaemic control among people with type 2 diabetes mellitus (T2DM). MATERIALS AND METHODS The protocol was registered in PROSPERO (CRD42023387583). PubMed, Web of Science, EMBASE and OVID databases were searched from 1 January 2000 until 31 December 2022 for randomized controlled trials comparing CGM with SMBG in glycaemic control among the outpatients with T2DM. The primary endpoint was glycated haemoglobin, while the secondary endpoints included time in range, time below range and time above range. Both traditional and network meta-analyses were conducted to explore the efficacy of CGM on glycaemic control in T2DM. RESULTS Eleven high-quality studies, involving 1425 individuals with T2DM, were identified. Traditional meta-analysis revealed that CGM exhibited a significantly decreased [mean difference (MD): -0.31, 95% confidence interval (CI) (-0.45, -0.18)], time above range [MD: -9.06%, 95% CI (-16.00, -2.11)], time below range [MD: -0.30%, 95% CI (-0.49, -0.12)] and a significantly increased time in range [MD: 8.49%, 95% CI (3.96, 13.02)] compared with SMBG. The network meta-analysis showed that real-time CGM can improve the glycaemic control of patients with T2DM to the most extent. CONCLUSIONS CGM could provide T2DM with greater benefits in glycaemic management compared with SMBG, particularly in patients using real-time CGM. These findings provide an updated perspective on previous research and offer guidance for CGM use in T2DM.
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Affiliation(s)
- Jiaping Lu
- Department of Endocrinology, Qingpu Branch of Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
| | - Zhen Ying
- Ministry of Education Key Laboratory of Metabolism and Molecular Medicine, Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ping Wang
- Department of Endocrinology, Qingpu Branch of Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
| | - Minjie Fu
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - Chenyu Han
- Department of Endocrinology, Qingpu Branch of Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
| | - Min Zhang
- Department of Endocrinology, Qingpu Branch of Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
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Zahedani AD, McLaughlin T, Veluvali A, Aghaeepour N, Hosseinian A, Agarwal S, Ruan J, Tripathi S, Woodward M, Hashemi N, Snyder M. Digital health application integrating wearable data and behavioral patterns improves metabolic health. NPJ Digit Med 2023; 6:216. [PMID: 38001287 PMCID: PMC10673832 DOI: 10.1038/s41746-023-00956-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 11/01/2023] [Indexed: 11/26/2023] Open
Abstract
The effectiveness of lifestyle interventions in reducing caloric intake and increasing physical activity for preventing Type 2 Diabetes (T2D) has been previously demonstrated. The use of modern technologies can potentially further improve the success of these interventions, promote metabolic health, and prevent T2D at scale. To test this concept, we built a remote program that uses continuous glucose monitoring (CGM) and wearables to make lifestyle recommendations that improve health. We enrolled 2,217 participants with varying degrees of glucose levels (normal range, and prediabetes and T2D ranges), using continuous glucose monitoring (CGM) over 28 days to capture glucose patterns. Participants logged food intake, physical activity, and body weight via a smartphone app that integrated wearables data and provided daily insights, including overlaying glucose patterns with activity and food intake, macronutrient breakdown, glycemic index (GI), glycemic load (GL), and activity measures. The app furthermore provided personalized recommendations based on users' preferences, goals, and observed glycemic patterns. Users could interact with the app for an additional 2 months without CGM. Here we report significant improvements in hyperglycemia, glucose variability, and hypoglycemia, particularly in those who were not diabetic at baseline. Body weight decreased in all groups, especially those who were overweight or obese. Healthy eating habits improved significantly, with reduced daily caloric intake and carbohydrate-to-calorie ratio and increased intake of protein, fiber, and healthy fats relative to calories. These findings suggest that lifestyle recommendations, in addition to behavior logging and CGM data integration within a mobile app, can enhance the metabolic health of both nondiabetic and T2D individuals, leading to healthier lifestyle choices. This technology can be a valuable tool for T2D prevention and treatment.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Michael Snyder
- January AI, Menlo Park, CA, USA.
- Stanford University, Stanford, CA, USA.
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Thielen SC, Reusch JEB, Regensteiner JG. A narrative review of exercise participation among adults with prediabetes or type 2 diabetes: barriers and solutions. FRONTIERS IN CLINICAL DIABETES AND HEALTHCARE 2023; 4:1218692. [PMID: 37711232 PMCID: PMC10499496 DOI: 10.3389/fcdhc.2023.1218692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Accepted: 08/02/2023] [Indexed: 09/16/2023]
Abstract
Type 2 diabetes (T2D) has been rising in prevalence over the past few decades in the US and worldwide. T2D contributes to significant morbidity and premature mortality, primarily due to cardiovascular disease (CVD). Exercise is a major cornerstone of therapy for T2D as a result of its positive effects on glycemic control, blood pressure, weight loss and cardiovascular risk as well as other measures of health. However, studies show that a majority of people with T2D do not exercise regularly. The reasons given as to why exercise goals are not met are varied and include physiological, psychological, social, cultural and environmental barriers to exercise. One potential cause of inactivity in people with T2D is impaired cardiorespiratory fitness, even in the absence of clinically evident complications. The exercise impairment, although present in both sexes, is greater in women than men with T2D. Women with T2D also experience greater perceived exertion with exercise than their counterparts without diabetes. These physiological barriers are in addition to constructed societal barriers including cultural expectations of bearing the burden of childrearing for women and in some cultures, having limited access to exercise because of additional cultural expectations. People at risk for and with diabetes more commonly experience unfavorable social determinants of health (SDOH) than people without diabetes, represented by neighborhood deprivation. Neighborhood deprivation measures lack of resources in an area influencing socioeconomic status including many SDOH such as income, housing conditions, living environment, education and employment. Higher indices of neighborhood deprivation have been associated with increased risk of all-cause, cardiovascular and cancer related mortality. Unfavorable SDOH is also associated with obesity and lower levels of physical activity. Ideally regular physical activity should be incorporated into all communities as part of a productive and healthy lifestyle. One potential solution to improve access to physical activity is designing and building environments with increased walkability, greenspace and safe recreational areas. Other potential solutions include the use of continuous glucose monitors as real-time feedback tools aimed to increase motivation for physical activity, counseling aimed at improving self-efficacy towards exercise and even acquiring a dog to increase walking time. In this narrative review, we aim to examine some traditional and novel barriers to exercise, as well as present evidence on novel interventions or solutions to overcome barriers to increase exercise and physical activity in all people with prediabetes and T2D.
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Affiliation(s)
- Samantha C. Thielen
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO, United States
| | - Jane E. B. Reusch
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO, United States
- Ludeman Family Center for Women’s Health Research, Department of Medicine, University of Colorado School of Medicine, Aurora, CO, United States
- Division of Endocrinology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO, United States
- Rocky Mountain Regional Department of Veterans Affairs Medical Center (VAMC), Aurora, CO, United States
| | - Judith G. Regensteiner
- Department of Medicine, University of Colorado School of Medicine, Aurora, CO, United States
- Ludeman Family Center for Women’s Health Research, Department of Medicine, University of Colorado School of Medicine, Aurora, CO, United States
- Division of General Internal Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, CO, United States
- Division of Cardiology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO, United States
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Cichoń M, Trzeciak M, Sokołowska-Wojdyło M, Nowicki RJ. Contact Dermatitis to Diabetes Medical Devices. Int J Mol Sci 2023; 24:10697. [PMID: 37445875 DOI: 10.3390/ijms241310697] [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: 05/30/2023] [Revised: 06/22/2023] [Accepted: 06/25/2023] [Indexed: 07/15/2023] Open
Abstract
Skin adverse reactions to diabetes medical devices have been reported frequently over recent years. Adhesives attaching glucose sensors and continuous insulin infusion sets to the skin are proven to cause both allergic contact dermatitis and irritant contact dermatitis in patients with diabetes mellitus. Several allergens contained in adhesives and/or parts of medical devices are documented to cause allergic contact dermatitis, with acrylate chemicals being the most common culprit-especially isobornyl acrylate (IBOA), but also 2,2'-methylenebis(6-tert-butyl-4-methylphenol) monoacrylate or cyanoacrylates. Epoxy resin, colophonium and nickel were also identified as causative allergens. However, repetitive occlusion, maceration of the skin and resulting disruption of the skin barrier seem to have an impact on the development of skin lesions as well. The purpose of this study is to highlight the burden of contact dermatitis triggered by diabetes medical devices and to show possible mechanisms responsible for the development of contact dermatitis in a group of diabetic patients.
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Affiliation(s)
- Mikołaj Cichoń
- Department of Dermatology, Venereology and Allergology, Medical University of Gdansk, 80-214 Gdansk, Poland
| | - Magdalena Trzeciak
- Department of Dermatology, Venereology and Allergology, Medical University of Gdansk, 80-214 Gdansk, Poland
| | | | - Roman J Nowicki
- Department of Dermatology, Venereology and Allergology, Medical University of Gdansk, 80-214 Gdansk, Poland
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21
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Klupa T, Czupryniak L, Dzida G, Fichna P, Jarosz-Chobot P, Gumprecht J, Mysliwiec M, Szadkowska A, Bomba-Opon D, Czajkowski K, Malecki MT, Zozulinska-Ziolkiewicz DA. Expanding the Role of Continuous Glucose Monitoring in Modern Diabetes Care Beyond Type 1 Disease. Diabetes Ther 2023:10.1007/s13300-023-01431-3. [PMID: 37322319 PMCID: PMC10299981 DOI: 10.1007/s13300-023-01431-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 05/31/2023] [Indexed: 06/17/2023] Open
Abstract
Application of continuous glucose monitoring (CGM) has moved diabetes care from a reactive to a proactive process, in which a person with diabetes can prevent episodes of hypoglycemia or hyperglycemia, rather than taking action only once low and high glucose are detected. Consequently, CGM devices are now seen as the standard of care for people with type 1 diabetes mellitus (T1DM). Evidence now supports the use of CGM in people with type 2 diabetes mellitus (T2DM) on any treatment regimen, not just for those on insulin therapy. Expanding the application of CGM to include all people with T1DM or T2DM can support effective intensification of therapies to reduce glucose exposure and lower the risk of complications and hospital admissions, which are associated with high healthcare costs. All of this can be achieved while minimizing the risk of hypoglycemia and improving quality of life for people with diabetes. Wider application of CGM can also bring considerable benefits for women with diabetes during pregnancy and their children, as well as providing support for acute care of hospital inpatients who experience the adverse effects of hyperglycemia following admission and surgical procedures, as a consequence of treatment-related insulin resistance or reduced insulin secretion. By tailoring the application of CGM for daily or intermittent use, depending on the patient profile and their needs, one can ensure the cost-effectiveness of CGM in each setting. In this article we discuss the evidence-based benefits of expanding the use of CGM technology to include all people with diabetes, along with a diverse population of people with non-diabetic glycemic dysregulation.
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Affiliation(s)
- Tomasz Klupa
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland.
| | - Leszek Czupryniak
- Department of Diabetology and Internal Medicine, Medical University of Warsaw, Warsaw, Poland
| | - Grzegorz Dzida
- Department of Internal Diseases, Medical University of Lublin, Lublin, Poland
| | - Piotr Fichna
- Department of Pediatric Diabetes and Obesity, Poznan University of Medical Sciences, Poznan, Poland
| | | | - Janusz Gumprecht
- Department of Internal Medicine, Diabetology and Nephrology, Medical University of Silesia, Katowice, Poland
| | - Malgorzata Mysliwiec
- Department of Pediatrics, Diabetology and Endocrinology, Medical University of Gdansk, Gdansk, Poland
| | - Agnieszka Szadkowska
- Department of Pediatrics, Diabetology, Endocrinology and Nephrology, Medical University of Lodz, Lodz, Poland
| | - Dorota Bomba-Opon
- 1st Department of Obstetrics and Gynecology, Medical University of Warsaw, Warsaw, Poland
| | - Krzysztof Czajkowski
- 2nd Department of Obstetrics and Gynecology, Medical University of Warsaw, Warsaw, Poland
| | - Maciej T Malecki
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
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22
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Manfredo J, Lin T, Gupta R, Abiola K, West M, Busin K, Tracey J, Brown EA, Magge SN, Wolf RM. Short-term use of CGM in youth onset type 2 diabetes is associated with behavioral modifications. Front Endocrinol (Lausanne) 2023; 14:1182260. [PMID: 37313442 PMCID: PMC10258317 DOI: 10.3389/fendo.2023.1182260] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 05/10/2023] [Indexed: 06/15/2023] Open
Abstract
Background Continuous glucose monitoring (CGM) is beneficial to glycemic control in youth with type 1 diabetes (T1D) and adults with type 2 diabetes (T2D); however, studies in youth with T2D are limited. Objective Determine if 10-day trial CGM use in youth with T2D improves glycemic control and behavioral modifications. Methods Youth with T2D > 3 months, on insulin, with no prior CGM use were enrolled. Staff placed CGM and provided education. Participants received 5-day and 10-day follow-up phone calls to review CGM data, behavioral modifications, and adjust insulin doses as needed. We compared 5-day to 10-day TIR, and baseline to 3-6 month HbA1c via paired t-test. Results Participants (n=41) had median age of 16.2 y, were 61% female, 81% NH Black, median diabetes duration of 0.8 y, and baseline HbA1c of 10.3%. A majority had household income<$50,000 (81%) and parental education level of HS or less (73%). Average 5-day TIR 49% was similar to 10-day TIR 51% (p=0.62). There was no change in HbA1c after 3-6 months (10.2% v 10.3%, p=0.89). Nineteen participants completed full 10-day CGM use; of those, 84% wanted a CGM long-term. Adolescents reported behavioral changes including increased blood sugar checks, increased insulin administration and overall improved diabetes management. Conclusion Although 10-day CGM use did not impact short-term or long-term glycemic control in youth with T2D, most participants reported behavioral changes and wanted to continue using CGM. Future studies with longer use of CGM may clarify the potential impact of CGM in youth with T2D.
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23
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Esdaile H, Hill N, Mayet J, Oliver N. Glycaemic control in people with diabetes following acute myocardial infarction. Diabetes Res Clin Pract 2023; 199:110644. [PMID: 36997029 DOI: 10.1016/j.diabres.2023.110644] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 02/09/2023] [Accepted: 03/22/2023] [Indexed: 03/31/2023]
Abstract
Diabetes is a highly prevalent disease associated with considerable cardiovascular end organ damage and mortality. Despite significant changes to the management of acute myocardial infarction over the last two decades, people with diabetes remain at risk of complications and mortality following a myocardial infarct for a multitude of reasons, including increased coronary atherosclerosis, associated coronary microvascular dysfunction, and diabetic cardiomyopathy. Dysglycaemia causes significant endothelial dysfunction and upregulation of inflammation within the vasculature and epigenetic changes mean that these deleterious effects may persist despite subsequent efforts to tighten glycaemic control. Whilst clinical guidelines advocate for the avoidance of both hyper- and hypoglcyaemia in the peri-infarct period, the evidence base is lacking, and currently there is no consensus on the benefits of glycaemic control beyond this period. Glycaemic variability contributes to the glycaemic milieu and may have prognostic importance following myocardial infarct. The use of continuous glucose monitoring means that glucose trends and parameters can now be captured and interrogated, and its use, along with newer medicines, may provide novel opportunities for intervention after myocardial infarction in people with diabetes.
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Affiliation(s)
- Harriet Esdaile
- Faculty of Medicine, Department of Metabolism, Digestion and Reproduction, Imperial Centre for Translational and Experimental Medicine, Imperial College London, Du Cane Road, London, W12 0NN, London, United Kingdom.
| | - Neil Hill
- Faculty of Medicine, Department of Metabolism, Digestion and Reproduction Imperial College London, London, United Kingdom
| | - Jamil Mayet
- Faculty of Medicine, National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Nick Oliver
- Faculty of Medicine, Department of Metabolism Digestion and Reproduction, Imperial College London, London, United Kingdom
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24
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Chang CR, Russell BM, Cyriac T, Francois ME. Using Continuous Glucose Monitoring to Prescribe a Time to Exercise for Individuals with Type 2 Diabetes. J Clin Med 2023; 12:jcm12093237. [PMID: 37176677 PMCID: PMC10179271 DOI: 10.3390/jcm12093237] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 04/27/2023] [Accepted: 04/27/2023] [Indexed: 05/15/2023] Open
Abstract
This study examines the potential utility of using continuous glucose monitoring (CGM) to prescribe an exercise time to target peak hyperglycaemia in people with type 2 diabetes (T2D). The main aim is to test the feasibility of prescribing an individualised daily exercise time, based on the time of CGM-derived peak glucose, for people with T2D. Thirty-five individuals with T2D (HbA1c: 7.2 ± 0.8%; age: 64 ± 7 y; BMI: 29.2 ± 5.2 kg/m2) were recruited and randomised to one of two 14 d exercise interventions: i) ExPeak (daily exercise starting 30 min before peak hyperglycaemia) or placebo active control NonPeak (daily exercise starting 90 min after peak hyperglycaemia). The time of peak hyperglycaemia was determined via a two-week baseline CGM. A CGM, accelerometer, and heart rate monitor were worn during the free-living interventions to objectively measure glycaemic control outcomes, moderate-to-vigorous intensity physical activity (MVPA), and exercise adherence for future translation in a clinical trial. Participation in MVPA increased 26% when an exercise time was prescribed compared to habitual baseline (p < 0.01), with no difference between intervention groups (p > 0.26). The total MVPA increased by 10 min/day during the intervention compared to the baseline (baseline: 23 ± 14 min/d vs. intervention: 33 ± 16 min/d, main effect of time p = 0.03, no interaction). The change in peak blood glucose (mmol/L) was similar between the ExPeak (-0.44 ± 1.6 mmol/L, d = 0.21) and the NonPeak (-0.39 ± 1.5 mmol/L, d = 0.16) intervention groups (p = 0.92). Prescribing an exercise time based on CGM may increase daily participation in physical activity in people with type 2 diabetes; however, further studies are needed to test the long-term impact of this approach.
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Affiliation(s)
- Courtney R Chang
- School of Medical, Indigenous and Health Sciences, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW 2522, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW 2522, Australia
| | - Brooke M Russell
- School of Medical, Indigenous and Health Sciences, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW 2522, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW 2522, Australia
| | - Tannia Cyriac
- School of Medical, Indigenous and Health Sciences, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW 2522, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW 2522, Australia
| | - Monique E Francois
- School of Medical, Indigenous and Health Sciences, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW 2522, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW 2522, Australia
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25
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Di Molfetta S, Caruso I, Cignarelli A, Natalicchio A, Perrini S, Laviola L, Giorgino F. Professional continuous glucose monitoring in patients with diabetes mellitus: A systematic review and meta-analysis. Diabetes Obes Metab 2023; 25:1301-1310. [PMID: 36661362 DOI: 10.1111/dom.14981] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 01/11/2023] [Accepted: 01/17/2023] [Indexed: 01/21/2023]
Abstract
AIM To evaluate the effect on glucose control of professional continuous glucose monitoring (p-CGM)-based care as compared with standard care in the management of patients with type 1 and type 2 diabetes. MATERIALS AND METHODS The PubMed database was searched comprehensively to identify prospective or retrospective studies evaluating p-CGM as a diagnostic tool for subsequent implementation of lifestyle and/or medication changes and reporting glycated haemoglobin (HbA1c) as an outcome measure. RESULTS We found 872 articles, 22 of which were included in the meta-analysis. Overall, the use of p-CGM was associated with greater HbA1c reduction from baseline (-0.28%, 95% confidence interval [CI] -0.36% to -0.21%, I2 = 0%, P < 0.00001) than usual care, irrespective of type of diabetes, length of follow-up, frequency of continuous glucose monitoring (CGM) use and duration of CGM recording. In the few studies describing CGM-derived glucose metrics, p-CGM showed a beneficial effect on change in time in range from baseline (5.59%, 95% CI 0.12 to 11.06, I2 = 0%, P = 0.05) and a neutral effect on change in time below the target range from baseline (-0.11%, 95% CI -1.76% to 1.55%, I2 = 33%, P = 0.90). CONCLUSIONS In patients with type 1 and type 2 diabetes, p-CGM-driven care is superior to usual care in improving glucose control without increasing hypoglycaemia.
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Affiliation(s)
- Sergio Di Molfetta
- Department of Precision and Regenerative Medicine and Ionian Area, Section of Internal Medicine, Endocrinology, Andrology and Metabolic Diseases, University of Bari Aldo Moro, Bari, Italy
| | - Irene Caruso
- Department of Precision and Regenerative Medicine and Ionian Area, Section of Internal Medicine, Endocrinology, Andrology and Metabolic Diseases, University of Bari Aldo Moro, Bari, Italy
| | - Angelo Cignarelli
- Department of Precision and Regenerative Medicine and Ionian Area, Section of Internal Medicine, Endocrinology, Andrology and Metabolic Diseases, University of Bari Aldo Moro, Bari, Italy
| | - Annalisa Natalicchio
- Department of Precision and Regenerative Medicine and Ionian Area, Section of Internal Medicine, Endocrinology, Andrology and Metabolic Diseases, University of Bari Aldo Moro, Bari, Italy
| | - Sebastio Perrini
- Department of Precision and Regenerative Medicine and Ionian Area, Section of Internal Medicine, Endocrinology, Andrology and Metabolic Diseases, University of Bari Aldo Moro, Bari, Italy
| | - Luigi Laviola
- Department of Precision and Regenerative Medicine and Ionian Area, Section of Internal Medicine, Endocrinology, Andrology and Metabolic Diseases, University of Bari Aldo Moro, Bari, Italy
| | - Francesco Giorgino
- Department of Precision and Regenerative Medicine and Ionian Area, Section of Internal Medicine, Endocrinology, Andrology and Metabolic Diseases, University of Bari Aldo Moro, Bari, Italy
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26
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Eysenbach G, Sharma A, Green CR, Norman GJ, Thomas R, Leone K. Glycemic Outcomes and Feature Set Engagement Among Real-Time Continuous Glucose Monitoring Users With Type 1 or Non-Insulin-Treated Type 2 Diabetes: Retrospective Analysis of Real-World Data. JMIR Diabetes 2023; 8:e43991. [PMID: 36602920 PMCID: PMC9947825 DOI: 10.2196/43991] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 12/15/2022] [Accepted: 01/05/2023] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND The benefits of real-time continuous glucose monitoring (RT-CGM) are well established for patients with type 1 diabetes (T1D) and patients with insulin-treated type 2 diabetes (T2D). However, the usage and effectiveness of RT-CGM in the context of non-insulin-treated T2D has not been well studied. OBJECTIVE We aimed to assess glycemic metrics and rates of RT-CGM feature utilization in users with T1D and non-insulin-treated T2D. METHODS We retrospectively analyzed data from 33,685 US-based users of an RT-CGM system (Dexcom G6; Dexcom, Inc) who self-identified as having either T1D (n=26,706) or T2D and not using insulin (n=6979). Data included glucose concentrations, alarm settings, feature usage, and event logs. RESULTS The T1D cohort had lower proportions of glucose values in the 70 mg/dl to 180 mg/dl range than the T2D cohort (52.1% vs 70.8%, respectively), with more values indicating hypoglycemia or hyperglycemia and higher glycemic variability. Discretionary alarms were enabled by a large majority in both cohorts. The data sharing feature was used by 38.7% (10,327/26,706) of those with T1D and 10.4% (727/6979) of those with T2D, and the mean number of followers was higher in the T1D cohort. Large proportions of patients with T1D or T2D enabled and customized their glucose alerts. Retrospective analysis features were used by the majority in both cohorts (T1D: 15,783/26,706, 59.1%; T2D: 3751/6979, 53.8%). CONCLUSIONS Similar to patients with T1D, patients with non-insulin-treated T2D used RT-CGM system features, suggesting beneficial, routine engagement with data by patients and others involved in their care. Motivated patients with diabetes could benefit from RT-CGM coverage.
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Affiliation(s)
| | | | - Courtney R Green
- Department of Medical Affairs, Dexcom, Inc, San Diego, CA, United States
| | - Gregory J Norman
- Department of Global Access, Dexcom, Inc, San Diego, CA, United States
| | - Roy Thomas
- Department of Medical Affairs, Dexcom, Inc, San Diego, CA, United States
| | - Keri Leone
- Department of Medical Affairs, Dexcom, Inc, San Diego, CA, United States
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Schubert-Olesen O, Kröger J, Siegmund T, Thurm U, Halle M. Continuous Glucose Monitoring and Physical Activity. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12296. [PMID: 36231598 PMCID: PMC9564842 DOI: 10.3390/ijerph191912296] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 09/02/2022] [Accepted: 09/03/2022] [Indexed: 06/16/2023]
Abstract
Continuous glucose monitoring (CGM) use has several potential positive effects on diabetes management. These benefits are, e.g., increased time in range (TIR), optimized therapy, and developed documentation. Physical activity is a recommended intervention tool in diabetes management, especially for people with type 2 diabetes (T2D). The benefits of physical activity for people with diabetes can be seen as an improvement of glycemic control, glycemic variability, and the reduction of insulin resistance. In relation to the physical activity of people with T2D, the benefits of CGM use can even be increased, and CGM can be a helpful tool to prevent adverse events due to physical activity of people with diabetes, such as hypoglycemic events and nocturnal hypoglycemia after sports. This narrative review aims to provide solid recommendations for the use of CGM in everyday life physical activities based on the noted benefits and to give a general overview of the guidelines on physical activity and CGM use for people with diabetes.
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Affiliation(s)
| | - Jens Kröger
- Center of Digital Diabetology Hamburg, 21029 Hamburg, Germany
| | - Thorsten Siegmund
- Diabetes, Hormones and Metabolism Center, Private Practice at the Isar Clinic, 80331 Munich, Germany
| | - Ulrike Thurm
- IDAA, Diabetic Athletes Association, 12621 Berlin, Germany
| | - Martin Halle
- Department of Preventive Sports Medicine and Sports Cardiology, University Hospital Klinikum Rechts der Isar, Technical University of Munich, 80992 Munich, Germany
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Moldovan IA, Bragg A, Nidhiry AS, De La Cruz BA, Mitchell SE. The Physical Activity Assessment of Adults With Type 2 Diabetes Using Accelerometer-Based Cut Points: Scoping Review. Interact J Med Res 2022; 11:e34433. [PMID: 36066937 PMCID: PMC9490541 DOI: 10.2196/34433] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 04/25/2022] [Accepted: 07/11/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Incorporating physical activity into lifestyle routines is recommended for individuals with type 2 diabetes. Accelerometers offer a promising method for objectively measuring physical activity and for assessing interventions. However, the existing literature for accelerometer-measured physical activity among middle-aged and older adults with type 2 diabetes is lacking. OBJECTIVE This study aims to identify research studies in which accelerometer-based cut points were used to classify the physical activity intensity of middle-aged to older adults with type 2 diabetes as sedentary, light, moderate, vigorous, and very vigorous, and to determine if validated accelerometer cut points specifically for this population exist. METHODS We followed the Joanna Briggs Institute methodology for scoping reviews. Between June 23 and July 12, 2020, two reviewers independently screened records from four databases (PubMed, Web of Science, Embase, Engineering Village) and the ActiGraph Corp web site for eligible studies that included patients with type 2 diabetes with a sample mean age ≥50 years, used research-grade accelerometers, applied cut points to categorize objectively measured physical activity, and were available in English. We excluded studies reporting exclusively steps or step counts measured by accelerometers or pedometers and conference abstracts or other sources that did not have a full text available. Data extraction was completed using Microsoft Excel. Data for the following variables were tabulated based on frequency distributions: study design, accelerometer type, device placement, epoch length, total wear time, and cut points used. Study aims and participant demographic data were summarized. RESULTS A total of 748 records were screened at the abstract level, and 88 full-text articles were assessed for eligibility. Ultimately, 46 articles were retained and analyzed. Participants' mean ages ranged from 50 to 79.9 years. The ActiGraph accelerometer and the Freedson et al and Troiano et al counts-per-minute cut points were the most frequently used across the literature. Freedson et al and Troiano et al counts-per-minute cut points for light, moderate, and vigorous activity correspond to <1952, 1952-5724, and ≥5725, and 100-2019, 2020-5998, and ≥5999, respectively. The Lopes et al cut points were developed by calibrating the ActiGraph in middle-aged and older adults with overweight/obesity and type 2 diabetes. These counts-per-minute thresholds are ≥200 (light), ≥1240 (moderate), and ≥2400 (vigorous), and were applied in 1 interventional study. CONCLUSIONS An assortment of accelerometer cut points have been used by researchers to categorize physical activity intensity for middle-aged and older adults with diabetes. Only one set of cut points was validated and calibrated in our population of interest. Additional research is warranted to address the need for diabetes-specific cut points to inform public health recommendations. This includes confirmation that the Lopes et al cut points reflect clinically meaningful changes in physical activity for adults with diabetes who have comorbidities other than overweight/obesity and the development of relative intensity cut points that may be more suitable for those with suboptimal physical functioning.
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Affiliation(s)
- Ioana A Moldovan
- Department of Family Medicine, Boston Medical Center, Boston, MA, United States
| | - Alexa Bragg
- Department of Family Medicine, Boston University School of Medicine, Boston, MA, United States
| | - Anna S Nidhiry
- Department of Family Medicine, Boston Medical Center, Boston, MA, United States
| | | | - Suzanne E Mitchell
- Department of Family Medicine, Boston Medical Center, Boston, MA, United States
- Department of Family Medicine, Boston University School of Medicine, Boston, MA, United States
- Department of Family Medicine and Community Health, University of Massachusetts Chan Medical School, Worcester, MA, United States
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29
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Norman GJ, Paudel ML, Parkin CG, Bancroft T, Lynch PM. Association Between Real-Time Continuous Glucose Monitor Use and Diabetes-Related Medical Costs for Patients with Type 2 Diabetes. Diabetes Technol Ther 2022; 24:520-524. [PMID: 35230158 DOI: 10.1089/dia.2021.0525] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Little is known about the impact of real-time continuous glucose monitoring (rtCGM) on diabetes-related medical costs within the type 2 diabetes (T2D) population. A retrospective analysis of administrative claims data from the Optum Research Database was conducted. Changes in diabetes-related health care resource utilization costs were expressed as per-patient-per-month (PPPM) costs. A total of 571 T2D patients (90% insulin treated) met study inclusion criteria. Average PPPM for diabetes-related medical costs decreased by -$424 (95% confidence interval [CI] -$816 to -$31, P = 0.035) after initiating rtCGM. These reductions were driven, in part, by reductions in diabetes-related inpatient medical costs: -$358 (95% CI -$706 to -$10, P = 0.044). Inpatient hospital admissions were reduced on average -0.006 PPPM (P = 0.057) and total hospital days were reduced an average of -0.042 PPPM (P = 0.139). These findings provide real-world evidence that rtCGM use was associated with diabetes-related health care resource utilization cost reductions in patients with T2D.
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Affiliation(s)
| | | | | | - Tim Bancroft
- Optum Life Sciences, Inc., Eden Prairie, Minnesota, USA
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30
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Litchman ML, Ng A, Sanchez-Birkhead A, Allen NA, Rodriguez-Gonzales B, Iacob E, Greenwood DA. Combining CGM and an Online Peer Support Community for Hispanic Adults with T2D: A Feasibility Study. J Diabetes Sci Technol 2022; 16:866-873. [PMID: 34414787 PMCID: PMC9264448 DOI: 10.1177/19322968211032278] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Previous research has identified that people with type 2 diabetes (T2D) within the Hispanic community would benefit from an online peer support community (OPSC) and continuous glucose monitoring (CGM) data to facilitate diabetes self-management. METHODS A mixed-methods feasibility study enrolled Hispanic, Spanish-speaking adults with T2D, not on insulin. Participants were provided with CGM and access to an OPSC for 12 weeks. Feasibility was assessed by number of eligible participants who enrolled, attrition, quantity of CGM data, validated clinical measures of self-efficacy, quality of life and adverse events. Engagement in the OPSC was measured using objective metrics on the online platform. Qualitative interviews were conducted upon conclusion of the intervention to assess feasibility, acceptability, participant satisfaction, and key recommendations for improvement. RESULTS Of 46 participants screened, 39 were eligible and 26 completed the study. Participants significantly improved self-efficacy scores. Posts in the OPSC related to goal setting had the highest engagement followed by mid-week and end of week check-in posts respectively. Participant interviews described challenges accessing the OPSC platform as a barrier to engagement. Despite this, all participants were satisfied with the intervention. Key recommendations for improvement included providing greater variety of and individualized education and the use of a peer support platform that is easily accessible. CONCLUSIONS The CGM + OPSC intervention tailored to the Hispanic community with T2D was feasible, acceptable and satisfactory and improved participant self-efficacy for diabetes management which may lead to improved clinical outcomes.
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Affiliation(s)
- Michelle L. Litchman
- University of Utah College of Nursing,
Salt Lake City, UT, USA
- Michelle L. Litchman, PhD, FNP-BC, FAANP
University of Utah College of Nursing, 10 South 2000 East, Salt Lake City, UT
84112, USA.
| | - Ashley Ng
- La Trobe University, Department of
Dietetics, Human Nutrition and Sport, Bundoora, VIC, Australia
| | | | - Nancy A. Allen
- University of Utah College of Nursing,
Salt Lake City, UT, USA
| | | | - Eli Iacob
- University of Utah College of Nursing,
Salt Lake City, UT, USA
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Aponte Becerra L, Galindo Mendez B, Khan F, Lioutas V, Novak P, Mantzoros CS, Ngo LH, Novak V. Safety of Intranasal Insulin in Type 2 Diabetes on Systemic Insulin: A Double-Blinded Placebo-Controlled Sub-Study of Memaid Trial. ARCHIVES OF DIABETES & OBESITY 2022; 4:403-415. [PMID: 35903156 PMCID: PMC9328174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
AIMS To determine safety of intranasal insulin (INI) in MemAID trial participants with diabetes treated with systemic insulins. MATERIALS AND METHODS This randomized, double-blinded trial consisted of 24-week INI or placebo treatment once daily and 24-week follow-up. Safety outcomes were: 1) Short-term effects on glycemic variability, hypoglycemic episodes on continuous glucose monitoring (CGM) at baseline and on-treatment. 2) Long-term effects on glucose metabolism and weight on INI/placebo treatment and post-treatment follow-up. Of 86 screened subjects, 14 were randomized, 9 (5 INI, 4 Placebo) completed CGM at baseline and on-treatment, and 5 (2 INI, 3 Placebo) completed treatment and follow-up. RESULTS INI was safe and was not associated with serious adverse events, hypoglycemic episodes or weight gain. INI administration did not acutely affect capillary glucose. Glycemic variability on CGM decreased with INI, compared to baseline. On INI treatment, there was a long-term trend toward lower HbA1c, plasma glucose and insulin. No interactions with subcutaneous insulins were observed. CONCLUSIONS INI is safe in older people with diabetes treated with systemic insulins, and it is not associated with adverse events, hypoglycemia or weight gain. Future studies are needed to determine whether INI administration can reduce glycemic variability, improve insulin sensitivity and thus potentially lessen diabetes burden in this population.
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Affiliation(s)
- L Aponte Becerra
- Department of Neurology, SAFE Laboratory, Beth Israel Deaconess Medical Center, Harvard Medical School, USA
- Department of Internal Medicine, Jackson Memorial Hospital, University of Miami, Miami, FL, USA
| | - B Galindo Mendez
- Department of Neurology, SAFE Laboratory, Beth Israel Deaconess Medical Center, Harvard Medical School, USA
| | - F Khan
- Department of Neurology, SAFE Laboratory, Beth Israel Deaconess Medical Center, Harvard Medical School, USA
| | - V Lioutas
- Department of Neurology, SAFE Laboratory, Beth Israel Deaconess Medical Center, Harvard Medical School, USA
| | - P Novak
- Department of Neurology, Brigham and Women's Faulkner Hospital, Harvard Medical School, Boston, MA, USA
| | - C S Mantzoros
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston MA and Department of Medicine, Boston VA Healthcare System, Harvard Medical School, Boston, MA, USA
| | - L H Ngo
- Department of Medicine, Beth Israel Deaconess Medical Center and School of Public Health, Harvard Medical School, Boston, MA, USA
| | - V Novak
- Department of Neurology, SAFE Laboratory, Beth Israel Deaconess Medical Center, Harvard Medical School, USA
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Porter M, Fonda S, Swigert T, Ehrhardt N. Real-Time Continuous Glucose Monitoring to Support Self-Care: Results from a Pilot Study of Patients With Type 2 Diabetes. J Diabetes Sci Technol 2022; 16:578-580. [PMID: 34696604 PMCID: PMC8861800 DOI: 10.1177/19322968211053886] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Michael Porter
- Vanderbilt University Medical Center,
Nashville, TN, USA
| | | | - Tamara Swigert
- Children’s Colorado – Colorado Springs
Diabetes Center, Colorado Springs, CO, USA
| | - Nicole Ehrhardt
- University of Washington Diabetes Institute,
Seattle, WA, USA
- Nicole Ehrhardt, MD, University of Washington
Diabetes Institute, 750 Republican Street, Seattle, WA 98109, USA.
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Isaacson B, Kaufusi S, Sorensen J, Joy E, Jones C, Ingram V, Mark N, Phillips M, Briesacher M. Demonstrating the Clinical Impact of Continuous Glucose Monitoring Within an Integrated Healthcare Delivery System. J Diabetes Sci Technol 2022; 16:383-389. [PMID: 32935561 PMCID: PMC8861781 DOI: 10.1177/1932296820955228] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
BACKGROUND Approximately 30 million Americans currently suffer from diabetes, and nearly 55 million people will be impacted by 2030. Continuous glucose monitoring (CGM) systems help patients manage their care with real-time data. Although approximately 95% of those with diabetes suffer from type 2, few studies have measured CGM's clinical impact for this segment within an integrated healthcare system. METHODS A parallel randomized, multisite prospective trial was conducted using a new CGM device (Dexcom G6) compared to a standard of care finger stick glucometer (FSG) (Contour Next One). All participants received usual care in primary care clinics for six consecutive months while using these devices. Data were collected via electronic medical records, device outputs, exit surveys, and insurance company (SelectHealth) claims in accordance with institutional review board approval. RESULTS Ninety-nine patients were randomized for analysis (n = 50 CGM and n = 49 FSG). CGM patients significantly decreased hemoglobin A1c (p = .001), total visits (p = .009), emergency department encounters (p = .018), and labs ordered (p = .001). Among SelectHealth non-Medicare Advantage patients, per member per month savings were $417 for CGM compared to FSG, but $9 more for Medicare Advantage. Seventy percent of CGM users reported that the technology helped them better understand daily activity and diet compared to only 16% for FSG. DISCUSSION Participants using CGM devices had meaningful improvements in clinical outcomes, costs, and self-reported measures compared to the FSG group. Although a larger study is necessary to confirm these results, CGM devices appear to improve patient outcomes while making treatment more affordable.
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Kettle VE, Madigan CD, Coombe A, Graham H, Thomas JJC, Chalkley AE, Daley AJ. Effectiveness of physical activity interventions delivered or prompted by health professionals in primary care settings: systematic review and meta-analysis of randomised controlled trials. BMJ 2022; 376:e068465. [PMID: 35197242 PMCID: PMC8864760 DOI: 10.1136/bmj-2021-068465] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/21/2021] [Indexed: 01/09/2023]
Abstract
OBJECTIVE To examine the effectiveness of physical activity interventions delivered or prompted by primary care health professionals for increasing moderate to vigorous intensity physical activity (MVPA) in adult patients. DESIGN Systematic review and meta-analysis of randomised controlled trials. DATA SOURCES Databases (Medline and Medline in progress, Embase, PsycINFO, CINAHL, SPORTDiscus, Sports Medicine and Education Index, ASSIA, PEDro, Bibliomap, Science Citation Index, Conference Proceedings Citation Index), trial registries (Cochrane Central Register of Controlled Trials, ClinicalTrials.gov, TRoPHI), and grey literature (OpenGrey) sources were searched (from inception to September 2020). ELIGIBILITY CRITERIA FOR SELECTING STUDIES Randomised controlled trials of aerobic based physical activity interventions delivered or prompted by health professionals in primary care with a usual care control group or another control group that did not involve physical activity. STUDY SELECTION AND ANALYSIS Two independent reviewers screened the search results, extracted data from eligible trials and assessed the risk of bias using the Cochrane risk of bias tool (version 2). Inverse variance meta-analyses using random effects models examined the primary outcome of difference between the groups in MVPA (min/week) from baseline to final follow-up. The odds of meeting the guidelines for MVPA at follow-up were also analysed. RESULTS 14 566 unique reports were identified and 46 randomised controlled trials with a range of follow-ups (3-60 months) were included in the meta-analysis (n=16 198 participants). Physical activity interventions delivered or prompted by health professionals in primary care increased MVPA by 14 min/week (95% confidence interval 4.2 to 24.6, P=0.006). Heterogeneity was substantial (I2=91%, P<0.001). Limiting analyses to trials that used a device to measure physical activity showed no significant group difference in MVPA (mean difference 4.1 min/week, 95% confidence interval -1.7 to 9.9, P=0.17; I2=56%, P=0.008). Trials that used self-report measures showed that intervention participants achieved 24 min/week more MVPA than controls (95% confidence interval 6.3 to 41.8, P=0.008; I2=72%, P<0.001). Additionally, interventions increased the odds of patients meeting guidelines for MVPA by 33% (95% confidence interval 1.17 to 1.50, P<0.001; I2=25%, P=0.11) versus controls. 14 of 46 studies were at high risk of bias but sensitivity analyses excluding these studies did not alter the results. CONCLUSIONS Physical activity interventions delivered or prompted by health professionals in primary care appear effective at increasing participation in self-reported MVPA. Such interventions should be considered for routine implementation to increase levels of physical activity and improve health outcomes in the population. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42021209484.
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Affiliation(s)
- Victoria E Kettle
- The Centre for Lifestyle Medicine and Behaviour (CLiMB), The School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Claire D Madigan
- The Centre for Lifestyle Medicine and Behaviour (CLiMB), The School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - April Coombe
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Henrietta Graham
- The Centre for Lifestyle Medicine and Behaviour (CLiMB), The School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Jonah J C Thomas
- The Centre for Lifestyle Medicine and Behaviour (CLiMB), The School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Anna E Chalkley
- The Centre for Lifestyle Medicine and Behaviour (CLiMB), The School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Amanda J Daley
- The Centre for Lifestyle Medicine and Behaviour (CLiMB), The School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
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Chang VYX, Tan YL, Ang WHD, Lau Y. Effects of continuous glucose monitoring on maternal and neonatal outcomes in perinatal women with diabetes: A systematic review and meta-analysis of randomized controlled trials. Diabetes Res Clin Pract 2022; 184:109192. [PMID: 35032563 DOI: 10.1016/j.diabres.2022.109192] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 12/10/2021] [Accepted: 01/04/2022] [Indexed: 11/28/2022]
Abstract
AIMS This systematic review aims to assess the effects of continuous glucose monitoring (CGM) on maternal and neonatal outcomes in perinatal women with diabetes. METHODS A three-step comprehensive search was conducted based on the Preferred Reporting Items for Systematic Reviews and Meta-Analysis guideline. Randomized controlled trials (RCTs) were retrieved from international databases of PubMed, Embase, Cochrane Library, CINAHL, PsycINFO and Scopus from their respective inception dates until 5th January 2021. Comprehensive Meta-Analysis Software Version 3 was used. The overall effect was determined using Hedges' g. Cochrane collaboration's tool version 1 and grading of recommendations, assessment, development and evaluation criteria were used for quality assessment. RESULTS A total of 1215 records were identified and 10 RCTs involving a total of 1358 perinatal women were selected. The meta-analysis revealed that CGM significantly improved HbA1c levels (g = -0.43, 95% CI: -0.63, -0.22), lowered cesarean section rate (g = -0.17, 95% CI: -0.33, -0.02) and neonatal birth weight (g = -0.16, 95% CI: -0.27, -0.04) when compared to the comparator. The majority (86.67%) has a low risk of biases and certainty of evidence ranged from very low to moderate. CONCLUSION CGM improves maternal and neonatal outcomes. Future studies should use well-designed large-scale trials.
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Affiliation(s)
| | - Yi Ling Tan
- Department of Nursing, Raffles Hospital, Singapore.
| | - Wei How Darryl Ang
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
| | - Ying Lau
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
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Wright EE, Subramanian S. Evolving Use of Continuous Glucose Monitoring Beyond Intensive Insulin Treatment. Diabetes Technol Ther 2021; 23:S12-S18. [PMID: 34546082 DOI: 10.1089/dia.2021.0191] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Numerous studies have demonstrated the clinical benefits of continuous glucose monitoring (CGM) use in individuals with type 1 diabetes and type 2 diabetes (T2D) who are treated with intensive insulin therapy. A growing body of evidence suggests that CGM use may also confer similar glycemic benefits in T2D individuals who are treated with less-intensive therapies. Investigators are also exploring the potential use of CGM as an aid in weight management. This article reviews the continuing evolution of CGM, focusing on how CGM may be used to improve glycemic control and promote adoption of desired health behaviors within broader T2D and prediabetes populations.
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Kruger DF, Anderson JE. Continuous Glucose Monitoring (CGM) Is a Tool, Not a Reward: Unjustified Insurance Coverage Criteria Limit Access to CGM. Diabetes Technol Ther 2021; 23:S45-S55. [PMID: 34160300 DOI: 10.1089/dia.2021.0193] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Recent studies have demonstrated the clinical utility of continuous glucose monitoring (CGM) use in type 2 diabetes (T2D) patients who are treated with intensive insulin management. Large retrospective database analyses of T2D patients treated with less-intensive therapies have also shown that CGM use was associated with significant reductions in hemoglobin A1c levels and health resource utilization, including diabetes-related hospitalizations and emergency room care. Despite the growing body of evidence supporting CGM use in the broader T2D population, current eligibility criteria required by public and many private insurers are denying millions of individuals with T2D access to this valuable technology. In this article, we discuss an evidence-based rationale for modifying current eligibility requirements for CGM coverage.
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Affiliation(s)
- Davida F Kruger
- Division of Endocrinology, Diabetes and Bone and Mineral, Henry Ford Health System, Detroit, Michigan, USA
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Dehghani Zahedani A, Shariat Torbaghan S, Rahili S, Karlin K, Scilley D, Thakkar R, Saberi M, Hashemi N, Perelman D, Aghaeepour N, McLaughlin T, Snyder MP. Improvement in Glucose Regulation Using a Digital Tracker and Continuous Glucose Monitoring in Healthy Adults and Those with Type 2 Diabetes. Diabetes Ther 2021; 12:1871-1886. [PMID: 34047962 PMCID: PMC8266934 DOI: 10.1007/s13300-021-01081-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 05/12/2021] [Indexed: 12/15/2022] Open
Abstract
INTRODUCTION While continuous glucose monitoring (CGM) has been shown to decrease both hyper- and hypoglycemia in insulin-treated diabetes, its value in non-insulin-treated type 2 diabetes (T2D) and prediabetes is unclear. Studies examining the reduction in hyperglycemia with the use of CGM in non-insulin-treated T2D are limited. METHODS We investigated the potential benefit of CGM combined with a mobile app that links each individual's glucose tracing to meal composition, heart rate, and physical activity in a cohort of 1022 individuals, ranging from nondiabetic to non-insulin-treated T2D, spanning a wide range of demographic, geographic, and socioeconomic characteristics. The primary endpoint was the change in time in range (TIR), defined as 54-140 mg/dL for healthy and prediabetes, and 54-180 mg/dL for T2D, from the beginning to end of a 10-day period of use of the Freestyle Libre CGM. Logged food intake, physical activity, continuous glucose, and heart rate data were captured by a smartphone-based app that continuously provided feedback to participants, overlaying daily glucose patterns with activity and food intake, including macronutrient breakdown, glycemic load (GL), and glycemic index (GI). RESULTS A total of 665 participants meeting eligibility and data requirements were included in the final analysis. Among self-reported nondiabetic participants, CGM identified glucose excursions in the diabetic range among 15% of healthy and 36% of those with prediabetes. In the group as a whole, TIR improved significantly (p < 0.001). Among the 51.4% of participants who improved, TIR increased by an average of 6.4% (p < 0.001). Of those with poor baseline TIR, defined as TIR below comparable A1c thresholds for T2D and prediabetes, 58.3% of T2D and 91.7% of healthy/prediabetes participants improved their TIR by an average of 22.7% and 23.2%, respectively. Predictors of improved response included no prior diagnosis of T2D and lower BMI. CONCLUSIONS These results indicate that 10-day use of CGM as a part of multimodal data collection, with synthesis and feedback to participants provided by a mobile health app, can significantly reduce hyperglycemia in non-insulin-treated individuals, including those with early stages of glucose dysregulation.
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Affiliation(s)
| | | | - Salar Rahili
- January AI, 1259 El Camino Real #231, Menlo Park, CA, 94025, USA
| | - Kirill Karlin
- January AI, 1259 El Camino Real #231, Menlo Park, CA, 94025, USA
| | - Darrin Scilley
- January AI, 1259 El Camino Real #231, Menlo Park, CA, 94025, USA
| | - Riya Thakkar
- January AI, 1259 El Camino Real #231, Menlo Park, CA, 94025, USA
| | - Maziyar Saberi
- January AI, 1259 El Camino Real #231, Menlo Park, CA, 94025, USA
| | - Noosheen Hashemi
- January AI, 1259 El Camino Real #231, Menlo Park, CA, 94025, USA
| | - Dalia Perelman
- January AI, 1259 El Camino Real #231, Menlo Park, CA, 94025, USA
| | - Nima Aghaeepour
- January AI, 1259 El Camino Real #231, Menlo Park, CA, 94025, USA
| | | | - Michael P Snyder
- January AI, 1259 El Camino Real #231, Menlo Park, CA, 94025, USA.
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Masuda H, Ishiyama D, Yamada M, Iwashima F, Kimura Y, Otobe Y, Tani N, Suzuki M, Nakajima H. Relationship Between Long-Term Objectively Measured Physical Activity and Glycemic Control in Type 2 Diabetes Mellitus Patients: A Prospective Cohort Study. Diabetes Metab Syndr Obes 2021; 14:2057-2063. [PMID: 33994800 PMCID: PMC8112872 DOI: 10.2147/dmso.s307070] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 04/10/2021] [Indexed: 12/31/2022] Open
Abstract
INTRODUCTION Increasing physical activity (PA) improves glycemic control in patients with type 2 diabetes mellitus (T2DM). However, whether long-term objectively measured PA is related to glycemic control remains unclear. The aim of this study was to investigate the relationship between long-term objectively measured PA and glycemic control in T2DM patients. RESEARCH DESIGN AND METHODS This prospective cohort study recruited T2DM patients admitted to a hospital-based diabetes management and education program. The primary outcome was glycemic control by hemoglobin A1c at 6 months after discharge. We defined poor glycemic control according to the Japanese Clinical Practice Guidelines. The PA was objectively measured using a three-axis accelerometer during 6 months' period after discharge. The representative value of PA was the average daily steps during the measurement period and was divided into quartiles. To determine the relationship between the daily steps and poor glycemic control, we performed a multivariate logistic regression analysis. RESULTS Ninety-four participants were enrolled in the study. Their median age was 59 years, and 38 (40.0%) of them showed poor glycemic control. Multivariate logistic regression analysis showed that the first (Q1, ≤ 6106 steps/day) and second quartiles (Q2, 6107-8258 steps/day) had significantly elevated risks of poor glycemic control compared to Q4 (≥ 10,542 steps/day), with odds ratios of 8.55 [95% confidence intervals (CI) =1.43-51.23] and 15.62 (95% CI 2.63-92.87), respectively. CONCLUSION We found that lesser PA was significantly associated with poor glycemic control in T2DM patients. This finding may be beneficial for clinicians while providing long-term advice to diabetic patients.
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Affiliation(s)
- Hiroaki Masuda
- Department of Rehabilitation, Toshima Hospital, Tokyo Metropolitan Health and Hospitals Corporation, Tokyo, Japan
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tokyo, Japan
| | - Daisuke Ishiyama
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tokyo, Japan
| | - Minoru Yamada
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tokyo, Japan
| | - Fumiko Iwashima
- Department of Endocrinology and Metabolism, Toshima Hospital, Tokyo Metropolitan Health and Hospitals Corporation, Tokyo, Japan
| | - Yosuke Kimura
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tokyo, Japan
| | - Yuhei Otobe
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tokyo, Japan
| | - Naoki Tani
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tokyo, Japan
| | - Mizue Suzuki
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tokyo, Japan
| | - Hideki Nakajima
- Department of Rehabilitation, Toshima Hospital, Tokyo Metropolitan Health and Hospitals Corporation, Tokyo, Japan
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Simonyan AR, Isaacs D, Lekic S, Blanchette JE, Noe D, Galloway NR. Continuous glucose monitoring shared medical appointments improve diabetes self‐efficacy and hemoglobin A1C. JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY 2021. [DOI: 10.1002/jac5.1409] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
| | - Diana Isaacs
- Main Campus Endocrinology and Metabolism Institute Diabetes Center Cleveland Clinic Cleveland Ohio USA
| | | | | | - Dawn Noe
- University Hospitals Cleveland Ohio USA
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Kalra S, Shaikh S, Priya G, Baruah MP, Verma A, Das AK, Shah M, Das S, Khandelwal D, Sanyal D, Ghosh S, Saboo B, Bantwal G, Ayyagari U, Gardner D, Jimeno C, Barbary NE, Hafidh KA, Bhattarai J, Minulj TT, Zufry H, Bulugahapitiya U, Murad M, Tan A, Shahjada S, Bello MB, Katulanda P, Podgorski G, AbuHelaiqa WI, Tan R, Latheef A, Govender S, Assaad-Khalil SH, Kootin-Sanwu C, Joshi A, Pathan F, Nkansah DA. Individualizing Time-in-Range Goals in Management of Diabetes Mellitus and Role of Insulin: Clinical Insights From a Multinational Panel. Diabetes Ther 2021; 12:465-485. [PMID: 33367983 PMCID: PMC7846622 DOI: 10.1007/s13300-020-00973-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 11/19/2020] [Indexed: 02/07/2023] Open
Abstract
Diabetes mellitus is a global health concern associated with significant morbidity and mortality. Inadequate control of diabetes leads to chronic complications and higher mortality rates, which emphasizes the importance of achieving glycemic targets. Although glycated hemoglobin (HbA1c) is the gold standard for measuring glycemic control, it has several limitations. Therefore, in recent years, along with the emergence of continuous glucose monitoring (CGM) technology, glycemic control modalities have moved beyond HbA1c. They encompass modern glucometrics, such as glycemic variability (GV) and time-in-range (TIR). The key advantage of these newer metrics over HbA1c is that they allow personalized diabetes management with person-centric glycemic control. Basal insulin analogues, especially second-generation basal insulins with properties such as longer duration of action and low risk of hypoglycemia, have demonstrated clinical benefits by reducing GV and improving TIR. Therefore, for more effective and accurate diabetes management, the development of an integrated approach with second-generation basal insulin and glucometrics involving GV and TIR is the need of the hour. With this objective, a multinational group of endocrinologists and diabetologists reviewed the existing recommendations on TIR, provided their clinical insights into the individualization of TIR targets, and elucidated on the role of the second-generation basal insulin analogues in addressing TIR.
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Affiliation(s)
- Sanjay Kalra
- Department of Endocrinology, Bharti Hospital and BRIDE, Karnal, Haryana, India.
| | - Shehla Shaikh
- Department of Endocrinology, KGN Institute of Diabetes and Endocrinology, Mumbai, Maharashtra, India
| | - Gagan Priya
- Department of Endocrinology, Fortis Hospital, Chandigarh, Punjab, India
| | - Manas P Baruah
- Department of Endocrinology, Excel Hospital, Guwahati, Assam, India
| | - Abhyudaya Verma
- Endocrine Division, Index Medical College, Indore, Madhya Pradesh, India
| | - Ashok K Das
- Department of Endocrinology and Medicine, Pondicherry Institute of Medical Sciences, Puducherry, India
| | - Mona Shah
- HARMONY Endocrine Diabetes and Metabolic Clinic, Vadodara, Gujarat, India
| | - Sambit Das
- Department of Endocrinology, Apollo Hospitals, Bhubaneswar, Odisha, India
| | - Deepak Khandelwal
- Department of Endocrinology and Diabetes, Maharaja Agrasen Hospital, New Delhi, India
| | - Debmalya Sanyal
- Department of Endocrinology, KPC Medical College, Kolkata, West Bengal, India
| | - Sujoy Ghosh
- Department of Endocrinology and Metabolism, IPGMER, Kolkata, West Bengal, India
| | - Banshi Saboo
- Dia Care, Diabetes Care and Hormone Clinic, Ahmedabad, Gujarat, India
| | - Ganapathi Bantwal
- Department of Endocrinology, St. John's Medical College and Hospital, Bangalore, Karnataka, India
| | - Usha Ayyagari
- Department of Endocrinology, Apollo Sugar Clinics, Chennai, Tamil Nadu, India
| | - Daphne Gardner
- Department of Endocrinology, Singapore General Hospital, Singapore, Singapore
| | - Cecilia Jimeno
- Department of Endocrinology, Philippine Society of Endocrinology, Diabetes and Metabolism, Manila, Philippines
| | - Nancy E Barbary
- Department of Endocrinology, Ain Shams University, Cairo, Egypt
| | - Khadijah A Hafidh
- Department of Endocrinology, Rashid Hospital-Dubai Health Authority, Dubai, UAE
| | - Jyoti Bhattarai
- Department of Endocrinology, Metro Kathmandu Hospital, Kathmandu, Nepal
| | - Tania T Minulj
- Department of Endocrinology, General Hospital Karyadi, Semarang, Indonesia
| | - Hendra Zufry
- Department of Endocrinology, General Hospital Zainoel Abidin, Aceh, Indonesia
| | | | - Moosa Murad
- Department of Internal Medicine, Indira Gandhi Memorial Hospital, Malé, Maldives
| | - Alexander Tan
- Department of Endocrinology, Sunway Medical Centre, Kuala Lumpur, Malaysia
| | - Selim Shahjada
- Department of Endocrinology, BSMMU (Bangabandhu Sheikh Mujib Medical University Hospital), Dhaka, Bangladesh
| | - Mijinyawa B Bello
- Department of Endocrinology, Gwarinpa District Hospital, Abuja, Nigeria
| | - Prasad Katulanda
- Department of Endocrinology, University of Colombo, Colombo, Sri Lanka
| | - Gracjan Podgorski
- Department of Endocrinology, Greenacres Hospital, Port Elizabeth, South Africa
| | | | - Rima Tan
- Department of Endocrinology, FEU-NRMF Medical Center, Quezon City, Philippines
| | - Ali Latheef
- Department of Endocrinology, Indira Gandhi Memorial Hospital, Malé, Maldives
| | | | | | | | - Ansumali Joshi
- Department of Endocrinology, Kathmandu Diabetes and Thyroid Center, Kathmandu, Nepal
| | - Faruque Pathan
- Department of Endocrinology, Bangladesh Institute of Research and Rehabilitation for Diabetes, Endocrine and Metabolic Disorders (BIRDEM), Dhaka, Bangladesh
| | - Diana A Nkansah
- Department of Endocrinology, 37 Military Hospital Accra, Accra, Ghana
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Lind N, Lindqvist Hansen D, Sætre Rasmussen S, Nørgaard K. Real-time continuous glucose monitoring versus self-monitoring of blood glucose in adults with insulin-treated type 2 diabetes: a protocol for a randomised controlled single-centre trial. BMJ Open 2021; 11:e040648. [PMID: 33452188 PMCID: PMC7813336 DOI: 10.1136/bmjopen-2020-040648] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION Medical treatment options for type 2 diabetes (T2D) have increased over the last decade and enhance the possibility of individualised treatment strategies where insulin is still one of them. In spite of the advancements in treatment options, less than one-third of the population with T2D obtain their optimal glycaemic goal. In persons with type 1 diabetes, continuous glucose monitoring (CGM) has shown to be the most important driver for improvement in glycaemic control, even more than insulin-pump therapy. The use of technology in T2D has only been investigated in few studies.The overall objective of the research study is to examine the effectiveness of the use of CGM versus self-monitoring of blood glucose (SMBG) in persons with insulin-treated T2D on glycaemic variables and patient-reported outcomes on treatment satisfaction, health behaviour and well-being. The independent effect of peer support will also be studied. METHODS AND ANALYSIS The study is a single centre, prospective, randomised, open-labelled, three-armed study with the randomisation 2:1:2 in group A with CGM, group B with CGM and peer support, and group C as a control group with SMBG. The participants receive a training course unique for the allocation group. The study runs for 12 months and includes 100 adult participants with insulin-treated T2D, treated at the outpatient clinic at Steno Diabetes Center Copenhagen. Primary outcome is difference in change in time in range. Recruitment begins in August 2020 and ends in July 2021. Final 12-month follow-up is anticipated to be in August 2022. ETHICS AND DISSEMINATION The study will be carried out in accordance with the Helsinki Declaration and is approved by the Scientific Ethics Committee of the Capital Region (H-20000843). Data collection and handling will be performed in accordance with the General Data Protection Regulation and is approved by the Danish Data Protection Agency (J-2020-100). Dissemination will be in international peer-reviewed journals, conferences and a plain-language summary for participants. TRIAL REGISTRATION NUMBER ClinicalTrials.gov Registry (NCT04331444). PROTOCOL VERSION V.3, 11 December 2020.
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Affiliation(s)
- Nanna Lind
- Clinical Research, Steno Diabetes Center Copenhagen, Gentofte, Denmark
| | | | | | - Kirsten Nørgaard
- Clinical Research, Steno Diabetes Center Copenhagen, Gentofte, Denmark
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Maula A, Kendrick D, Kai J, Griffiths F. Evidence generated from a realist synthesis of trials on educational weight loss interventions in type 2 diabetes mellitus. Diabet Med 2021; 38:e14394. [PMID: 32871624 DOI: 10.1111/dme.14394] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 07/29/2020] [Accepted: 08/25/2020] [Indexed: 12/20/2022]
Abstract
BACKGROUND Obesity and diabetes are major public health problems. Current approaches to weight loss show varying success. Complex community-based interventions work through several interconnected stages. An individual's actions in response to an intervention depend on many known and unknown factors, which vary among individuals. AIM To conduct a realist synthesis to identify in which context, for whom, in what circumstances, and how weight loss interventions work in obese or overweight individuals with type 2 diabetes. METHODS A total of 49 trials identified during a systematic review were subsequently analysed using realist methodology. This iterative process involved hypothesis generation about how participants within a particular context respond to an intervention's resources producing the outcomes. We used established behaviour change theory to look for repeating themes. Theory and 'mechanisms' were tested against the literature on what is shown to be effective. Where established theory was lacking, we discussed issues during discussion groups with individuals living with the condition to generate our own programme theories. RESULTS Mechanisms that were repeatedly identified included high-frequency contact with those delivering the intervention, social support, education increasing awareness of diabetes-related modifiable risk factors, motivational interviewing and counselling, goal-setting, self-monitoring and feedback and meal replacements. The central theme underlying successful mechanisms was personalising each intervention component to the participants' gender, culture and family setting. CONCLUSION This is the first comprehensive realist synthesis in this field. Our findings suggest that, for weight loss interventions to be successful in those with diabetes, they must be personalized to the individual and their specific context.
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Affiliation(s)
- Asiya Maula
- Division of Primary Care, School of Medicine, University of Nottingham, Nottingham, UK
| | - Denise Kendrick
- Division of Primary Care, School of Medicine, University of Nottingham, Nottingham, UK
| | - Joe Kai
- Division of Primary Care, School of Medicine, University of Nottingham, Nottingham, UK
| | - Frances Griffiths
- Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
- School of Public Health, University of Witwatersrand, Johannesburg, South Africa
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Martens TW, Bergenstal RM, Pearson T, Carlson AL, Scheiner G, Carlos C, Liao B, Syring K, Pollom RD. Making sense of glucose metrics in diabetes: linkage between postprandial glucose (PPG), time in range (TIR) & hemoglobin A1c (A1C). Postgrad Med 2020; 133:253-264. [PMID: 33315495 DOI: 10.1080/00325481.2020.1851946] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
While A1C is the standard diagnostic test for evaluating long-term glucose management, additional glucose data, either from fingerstick blood glucose testing, or more recently, continuous glucose monitoring (CGM), is necessary for safe and effective management of diabetes, especially for individuals treated with insulin. CGM technology and retrospective pattern-based management using various CGM reports have the potential to improve glycemic management beyond what is possible with fingerstick blood glucose monitoring. CGM software can provide valuable retrospective data on Time-in-Ranges (above, below, within) metrics, the Ambulatory Glucose Profile (AGP), overlay reports, and daily views for persons with diabetes and their healthcare providers. This data can aid in glycemic pattern identification and evaluation of the impact of lifestyle factors on these patterns. Time-in-Ranges data provide an easy-to-define metric that can facilitate goal setting discussions between clinicians and persons with diabetes to improve glycemic management and can empower persons with diabetes in self-management between clinic consultation visits. Here we discuss multiple real-life scenarios from a primary care clinic for the application of CGM in persons with diabetes. Optimizing the use of the reports generated by CGM software, with attention to time in range, time below range, and postprandial glucose-induced time above range, can improve the safety and efficacy of ongoing glucose management.
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Affiliation(s)
| | | | - Teresa Pearson
- Innovative Healthcare Designs, LLC, Minneapolis, MN, USA
| | | | | | - Campos Carlos
- The University of Texas Health Science Center, San Antonio, TX, USA
| | - Birong Liao
- Eli Lilly and Company, Indianapolis, IN, USA
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Pedone E, Laurenzi A, Allora A, Bolla AM, Caretto A. Insulin pump therapy and continuous glucose monitoring in adults with type 2 diabetes: where are we now? EXPLORATION OF MEDICINE 2020; 1:314-330. [DOI: 10.37349/emed.2020.00021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 09/25/2020] [Indexed: 01/04/2025] Open
Abstract
Technology in diabetes is rapidly evolving, with the aim of helping affected people to safely optimize their blood glucose control. New technologies are now considered as an essential tool for managing glycemia predominantly in people with type 1 diabetes, and clinical trials have demonstrated that in these subjects the use of continuous subcutaneous insulin infusion (CSII) and continuous glucose monitoring (CGM) systems are associated with improved glycemic control along with a better quality of life. Literature regarding technologies and type 2 diabetes is relatively lacking, but innovations may have an important role also in the management of these patients. Some studies in adults with type 2 diabetes have shown benefits with the use of CGM in terms of glycemic variability and improved therapeutic adjustments. Clinical trials about CSII and CGM use in type 2 diabetes may have some pitfalls and future studies are needed to assess how these advanced systems could improve clinical outcomes and also ensure cost-effectiveness in this population. In this narrative review, we aim to highlight the most relevant studies on this topic and to focus on the potential role of new technological devices in type 2 diabetes management.
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Affiliation(s)
- Erika Pedone
- Vita-Salute San Raffaele University, 20132 Milan, Italy
| | - Andrea Laurenzi
- Department of Internal Medicine, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
| | - Agnese Allora
- Vita-Salute San Raffaele University, 20132 Milan, Italy
| | - Andrea Mario Bolla
- Department of Internal Medicine, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
| | - Amelia Caretto
- Department of Internal Medicine, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
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Smith Y, Garcia-Torres R, Coughlin SS, Ling J, Marin T, Su S, Young L. Effectiveness of Social Cognitive Theory-Based Interventions for Glycemic Control in Adults With Type 2 Diabetes Mellitus: Protocol for a Systematic Review and Meta-Analysis. JMIR Res Protoc 2020; 9:e17148. [PMID: 32673210 PMCID: PMC7495254 DOI: 10.2196/17148] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 05/27/2020] [Accepted: 06/14/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND For those living with type 2 diabetes mellitus (T2DM), failing to engage in self-management behaviors leads to poor glycemic control. Social cognitive theory (SCT) has been shown to improve health behaviors by altering cognitive processes and increasing an individual's belief in their ability to accomplish a task. OBJECTIVE We aim to present a protocol for a systematic review and meta-analysis to systematically identify, evaluate, and analyze the effect of SCT-based interventions to improve glycemic control in adults with T2DM. METHODS This protocol follows the 2009 Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) guidelines. Data sources will include PubMed, Cumulative Index to Nursing and Allied Health Literature (CINAHL), PsychINFO, Cochrane Library, and Web of Science, and data will be reviewed with the use of customized text mining software. Studies examining SCT-based behavioral interventions for adults diagnosed with T2DM in randomized controlled trials located in the outpatient setting will be included. Intervention effectiveness will be compared with routine care. Screening and data collection will be performed in multiple stages with three reviewers as follows: (1) an independent review of titles/abstracts, (2) a full review, and (3) data collection with alternating teams of two reviewers for disputes to be resolved by a third reviewer. Study quality and risk of bias will be assessed by three reviewers using the Cochrane risk of bias tool. Standardized mean differences will be used to describe the intervention effect sizes with regard to self-efficacy and diabetes knowledge. The raw mean difference of HbA1c will be provided in a random effects model and presented in a forest plot. The expected limitations of this study are incomplete data, the need to contact authors, and analysis of various types of glycemic control measures accurately within the same data set. RESULTS This protocol was granted institutional review board exemption on October 7, 2019. PROSPERO registration (ID: CRD42020147105) was received on April 28, 2020. The review began on April 29, 2020. The results of the review will be disseminated through conference presentations, peer-reviewed journals, and meetings. CONCLUSIONS This systematic review will appraise the effectiveness of SCT-based interventions for adults diagnosed with T2DM and provide the most effective interventions for improving health behaviors in these patients. TRIAL REGISTRATION PROSPERO CRD42020147105; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=147105. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/17148.
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Affiliation(s)
- Yvonne Smith
- College of Nursing, Augusta University, Augusta, GA, United States
| | - Rosalia Garcia-Torres
- Family and Consumer Sciences, California State University, Northridge, CA, United States
| | - Steven S Coughlin
- Department of Population Health Sciences, Augusta University, Augusta, GA, United States
| | - Jiying Ling
- College of Nursing, Michigan State University, East Lansing, MI, United States
| | - Terri Marin
- College of Nursing, Augusta University, Augusta, GA, United States
| | - Shaoyong Su
- Georgia Prevention Institute, Augusta University, Augusta, GA, United States
| | - Lufei Young
- College of Nursing, Augusta University, Augusta, GA, United States
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Using the immediate blood pressure benefits of exercise to improve exercise adherence among adults with hypertension: a randomized clinical trial. J Hypertens 2020; 37:1877-1888. [PMID: 31058797 DOI: 10.1097/hjh.0000000000002115] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND A single exercise session evokes immediate blood pressure (BP) reductions that persist for at least 24 h, termed postexercise hypotension (PEH). Self-monitoring of PEH may foster positive outcome expectations of exercise, and thus, enhance exercise adherence among adults with hypertension. PURPOSE To compare the efficacy of self-monitoring of exercise (EXERCISE) versus exercise and PEH (EXERCISE + PEH) to improve exercise adherence and BP control among adults with hypertension. METHODS Adults with high BP were randomized to EXERCISE (n = 12) or EXERCISE + PEH (n = 12). Participants underwent supervised, moderate intensity aerobic exercise training for 40-50 min/session, 3 days/week for 12 weeks and encouraged to exercise unsupervised at home at least 30 min/day, 1-2 days/week. EXERCISE + PEH also self-monitored BP before and after exercise. Adherence was calculated as [(no. of exercise sessions performed/no. of possible exercise sessions) × 100%]. BP was measured pre and posttraining. RESULTS Healthy, middle-aged (52.3 ± 10.8 years) men (n = 11) and women (n = 13) with hypertension (136.2 ± 10.7/85.2 ± 8.9 mmHg) completed exercise training with 87.9 ± 12.1% adherence. EXERCISE + PEH demonstrated greater adherence to supervised training (94.3 ± 6.6%) than EXERCISE (81.6 ± 13.2%; P = 0.007). EXERCISE + PEH performed 32.6 ± 22.5 min/week more unsupervised home exercise than EXERCISE (P = 0.004), resulting in greater exercise adherence (107.3 ± 18.7%) than EXERCISE (82.7 ± 12.2%; P = 0.002). Post versus pretraining BP was reduced -7.4 ± 11.3/-4.9 ± 9.9 mmHg (P < 0.025) with no statistical difference between EXERCISE (-5.2 ± 13.3/-3.6 ± 6.1 mmHg) and EXERCISE + PEH (-9.9 ± 11.3/-6.1 ± 6.9 mmHg; P > 0.344). CONCLUSION The current study is the first to demonstrate that PEH self-monitoring is an efficacious tool to improve exercise adherence among a small sample of adults with hypertension. Future research among a larger, more diverse sample is needed to confirm these novel findings and determine whether EXERCISE + PEH translates to better BP control relative to EXERCISE self-monitoring alone.
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Maula A, Kai J, Woolley AK, Weng S, Dhalwani N, Griffiths FE, Khunti K, Kendrick D. Educational weight loss interventions in obese and overweight adults with type 2 diabetes: a systematic review and meta-analysis of randomized controlled trials. Diabet Med 2020; 37:623-635. [PMID: 31785118 PMCID: PMC7154644 DOI: 10.1111/dme.14193] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/28/2019] [Indexed: 12/31/2022]
Abstract
AIM The worldwide prevalence of type 2 diabetes mellitus is increasing, with most individuals with the disease being overweight or obese. Weight loss can reduce disease-related morbidity and mortality and weight losses of 10-15 kg have been shown to reverse type 2 diabetes. This review aimed to determine the effectiveness of community-based educational interventions for weight loss in type 2 diabetes. METHODS This is a systematic review and meta-analysis of randomized controlled trials (RCT) in obese or overweight adults, aged 18-75 years, with a diagnosis of type 2 diabetes. Primary outcomes were weight and/or BMI. CINAHL, MEDLINE, Embase, Scopus and the Cochrane Central Register of Controlled Trials (CENTRAL) were searched from inception to June 2019. Trials were classified into specified a priori comparisons according to intervention type. A pooled standardized mean difference (SMD) (from baseline to follow-up) and 95% confidence intervals (95% CI) between trial groups (difference-in-difference) were estimated through random-effects meta-analyses using the inverse variance method. Heterogeneity was quantified using I2 and publication bias was explored visually using funnel plots. RESULTS Some 7383 records were screened; 228 full-text articles were assessed and 49 RCTs (n = 12 461 participants) were included in this review, with 44 being suitable for inclusion into the meta-analysis. Pooled estimates of education combined with low-calorie, low-carbohydrate meal replacements (SMD = -2.48, 95% CI -3.59, -1.49, I2 = 98%) or diets (SMD = -1.25, 95% CI -2.11, -0.39, I2 = 95%) or low-fat meal replacements (SMD = -1.15, 95%CI -2.05, -1.09, I2 = 85%) appeared most effective. CONCLUSION Low-calorie, low-carbohydrate meal replacements or diets combined with education appear the most promising interventions to achieve the largest weight and BMI reductions in people with type 2 diabetes.
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Affiliation(s)
- A. Maula
- Division of Primary CareSchool of MedicineThe University of NottinghamNottinghamUK
| | - J. Kai
- Division of Primary CareSchool of MedicineThe University of NottinghamNottinghamUK
| | - A. K. Woolley
- Leicester Diabetes Research CentreUniversity of LeicesterLeicesterUK
| | - S. Weng
- Division of Primary CareSchool of MedicineThe University of NottinghamNottinghamUK
| | - N. Dhalwani
- Leicester Diabetes Research CentreUniversity of LeicesterLeicesterUK
- Real World EvidenceEvideraLondonUK
| | - F. E. Griffiths
- Division of Health SciencesWarwick Medical SchoolUniversity of WarwickCoventryUK
- School of Public HealthUniversity of WitwatersrandJohannesburgSouth Africa
| | - K. Khunti
- Leicester Diabetes Research CentreUniversity of LeicesterLeicesterUK
| | - D. Kendrick
- Division of Primary CareSchool of MedicineThe University of NottinghamNottinghamUK
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Abstract
Real-time continuous glucose monitoring (CGM) use may lead to behavioral modifications in food selection and physical activity, but there are limited data on the utility of CGM in facilitating lifestyle changes. This article describes an 18-item survey developed to explore whether patients currently using CGM believe the technology has caused them to change their behavior.
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Liao Y, Basen-Engquist KM, Urbauer DL, Bevers TB, Hawk E, Schembre SM. Using Continuous Glucose Monitoring to Motivate Physical Activity in Overweight and Obese Adults: A Pilot Study. Cancer Epidemiol Biomarkers Prev 2020; 29:761-768. [PMID: 32066620 DOI: 10.1158/1055-9965.epi-19-0906] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Revised: 10/22/2019] [Accepted: 02/12/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Regular physical activity (PA) is associated with a lower risk of several types of cancers. However, two-thirds of overweight/obese adults are not sufficiently active; this, in combination with the unfavorable effect of excess body weight, puts them at a greater risk for cancer. One reason that these individuals do not engage in enough PA may be their lack of motivation to change their current behavior due to the perception of putting in effort for possible future gain without obvious short-term benefits. There is a need for innovative ways to help individuals recognize the immediate health benefits of PA and thus increase their motivation. METHODS This pilot intervention tested a PA education module that included a one-on-one counseling session highlighting the acute effects of PA on glucose patterns, followed by a 10-day self-monitoring period with a continuous glucose monitor (CGM) and a Fitbit tracker. Participants rated the acceptability of the education module on a 5-point Likert scale and completed surveys assessing stages of change for motivational readiness. RESULTS Nineteen overweight/obese adults (84% female) completed the study. Participants gave high ratings to the counseling session for improving their PA-related knowledge (mean = 4.22), increasing motivation (mean = 4.29), and providing personally relevant information (mean = 4.35). The summary acceptability scores for the self-monitoring period were 4.46 for CGM and 4.51 for Fitbit. Participants reported a significant decrease in the precontemplation stage and an increase in the action stage (P < 0.05). CONCLUSIONS CGM is a feasible tool for PA interventions. IMPACT Information from CGM could be used as biological-based feedback to motivate PA.See all articles in this CEBP Focus section, "Modernizing Population Science."
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Affiliation(s)
- Yue Liao
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Karen M Basen-Engquist
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Diana L Urbauer
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Therese B Bevers
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ernest Hawk
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Susan M Schembre
- Department of Family & Community Medicine, University of Arizona, Tucson, Arizona
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