1301
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De Valk HW, Lablanche S, Bosi E, Choudhary P, Silva JD, Castaneda J, Vorrink L, De Portu S, Cohen O. Study of MiniMed 640G Insulin Pump with SmartGuard in Prevention of Low Glucose Events in Adults with Type 1 Diabetes (SMILE): Design of a Hypoglycemia Prevention Trial with Continuous Glucose Monitoring Data as Outcomes. Diabetes Technol Ther 2018; 20:758-766. [PMID: 30325656 DOI: 10.1089/dia.2018.0222] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND Sensor-integrated pump systems with low-glucose suspend (also known as threshold suspend) functions have markedly transformed the management of type 1 diabetes, but most studies to date have excluded patients at high risk of hypoglycemia. The SMILE study is investigating the efficacy of the MiniMed™ 640G insulin pump with the SmartGuard™ predictive low-glucose management (PLGM) feature in the prevention of hypoglycemia in adults with type 1 diabetes, who are at high risk of hypoglycemia. METHODS SMILE is a prospective, randomized, open-label, controlled trial being undertaken in four European countries and Canada. Following a 2-week run-in phase, eligible participants will be randomized to use either the MiniMed 640G system with continuous glucose monitoring (CGM) and the SmartGuard PLGM feature on continuously for 24 weeks (treatment arm), or the MiniMed 640G without CGM and with blinded continuous glucose measurements between weeks 10-12, 16-18, and 22-24 (control arm). The primary endpoint is the mean number of hypoglycemic events, defined as sensor glucose ≤55 mg/dL (≤3.0 mmol/L) for >20 consecutive minutes. Secondary endpoints include various glycemic indices in the hypoglycemic and hyperglycemic ranges, as well as glycated hemoglobin. Data on patient-reported outcomes such as hypoglycemia awareness and treatment satisfaction will also be collected. CONCLUSIONS It is anticipated that the SMILE study will provide important insights into the effectiveness of SmartGuard technology in adult patients with type 1 diabetes.
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Affiliation(s)
- Harold W De Valk
- 1 Department of Internal Medicine, University Medical Center Utrecht , Utrecht, The Netherlands
| | - Sandrine Lablanche
- 2 Department of Diabetology, Grenoble University Hospital , Grenoble, France
| | - Emanuele Bosi
- 3 Diabetes Research Institute, IRCCS San Raffaele Hospital and San Raffaele Vita Salute University , Milan, Italy
| | - Pratik Choudhary
- 4 Department of Internal Medicine, King's College Hospital , London, United Kingdom
| | - Julien Da Silva
- 5 Medtronic Diabetes, International Trading Sàrl , Tolochenaz, Switzerland
| | | | - Linda Vorrink
- 5 Medtronic Diabetes, International Trading Sàrl , Tolochenaz, Switzerland
| | - Simona De Portu
- 5 Medtronic Diabetes, International Trading Sàrl , Tolochenaz, Switzerland
| | - Ohad Cohen
- 5 Medtronic Diabetes, International Trading Sàrl , Tolochenaz, Switzerland
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1302
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Piona C, Dovc K, Mutlu GY, Grad K, Gregorc P, Battelino T, Bratina N. Non-adjunctive flash glucose monitoring system use during summer-camp in children with type 1 diabetes: The free-summer study. Pediatr Diabetes 2018; 19:1285-1293. [PMID: 30022571 DOI: 10.1111/pedi.12729] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 06/08/2018] [Accepted: 07/02/2018] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND A factory-calibrated sensor for intermittently scanned continuous glucose monitoring (isCGM) is accurate and safe in children with type 1 diabetes (T1D). Data on isCGM effectiveness as a replacement for self-monitoring of blood glucose (SMBG) in this population is scarce. OBJECTIVE The aim of this study was to evaluate the non-adjunctive use of isCGM in children with T1D during 2 weeks in a challenging summer-camp setting. METHODS In this two-arm, parallel, randomized, outpatient clinical trial we enrolled 46 children (25 females, mean ± SD: age 11.1 ± 2.6 years, glycated hemoglobin (HbA1c) 7.4% ± 0.7%): 26 in the isCGM group were blinded for the SMBG and insulin dosing was isCGM-based, whereas 20 in the control group were blinded for isCGM and performed SMBG-based insulin dosing. The primary outcome of intention-to-treat analysis was between-group difference in the proportion of time within range 3.9 to 10 mmol/L (TIR). RESULTS There was no significant difference in TIR (3.9-10 mmol/L) between the two groups. In participants with suboptimal metabolic control (HbA1c > 7%) we observed a significant reduction in time spent above 10 mmol/L (P < 0.05) and an improvement in TIR (P = 0.05) in the isCGM group. No severe hypoglycemic events or serious adverse events occurred. Overall mean absolute relative difference (MARD) between isCGM and SMBG was 18.3%, with median absolute relative difference (ARD) of 8%. Consensus error grid analysis demonstrated 82.2% and 95.2% of results in zone A, and zone A + B, respectively. CONCLUSION The non-adjunctive use of isCGM was as safe and effective as SMBG, and reduced time spent in hyperglycemia in a sub-population of children with T1D with suboptimal glycemic control. TRIAL REGISTRATION NCT03182842.
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Affiliation(s)
- Claudia Piona
- Pediatric Diabetes and Metabolic Disorders Unit, Regional Center for Pediatric Diabetes, University City Hospital, Verona, Italy
| | - Klemen Dovc
- Department of Paediatric Endocrinology, Diabetes and Metabolic Diseases, University Children's Hospital, University Medical Centre, Ljubljana, Slovenia
| | - Gül Y Mutlu
- Department of Pediatrics, Koç University Hospital, İstanbul, Turkey
| | - Klara Grad
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Petra Gregorc
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Tadej Battelino
- Department of Paediatric Endocrinology, Diabetes and Metabolic Diseases, University Children's Hospital, University Medical Centre, Ljubljana, Slovenia.,Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Nataša Bratina
- Department of Paediatric Endocrinology, Diabetes and Metabolic Diseases, University Children's Hospital, University Medical Centre, Ljubljana, Slovenia
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1303
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Schiel R, Bambauer R, Steveling A. Technology in Diabetes Treatment: Update and Future. Artif Organs 2018; 42:1017-1027. [PMID: 30334582 DOI: 10.1111/aor.13296] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Revised: 04/20/2018] [Accepted: 05/24/2018] [Indexed: 12/14/2022]
Abstract
Worldwide the number of people with diabetes mellitus is increasing. There are estimations that diabetes is one of the leading causes of death. The most important goals for the treatment of diabetes are self-management of the disease and an optimal quality of diabetes control. In the therapy new technologies, like real-time continuous interstitial glucose monitoring, continuous subcutaneous insulin infusion (CSII), electronic tools for the monitoring of therapeutic approaches, automated bolus calculators for insulin and electronic tools for education and information of patients, have become widespread and play important roles. All these efforts are related to the interaction between patients, caregivers, scientists or researchers and industry. The presentation of different aspects of new technological approaches in the present article should give more information about different technologies. However, because of the rather quickly appearance of new technologies, the presentation can only be a spotlight. Further studies are mandatory to analyze the effects and long-term benefits of each technology and electronic device.
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Affiliation(s)
- Ralf Schiel
- MEDIGREIF-Inselklinik Heringsdorf GmbH, Fachklinik für Kinder und Jugendliche, Ostseebad Heringsdorf, Germany
| | - Rolf Bambauer
- Formely Institute for Blood Purification, Homburg, Germany
| | - Antje Steveling
- Ernst-Moritz-Arndt-University, Internal Medicine A, Greifswald, Germany
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1304
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1305
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Cuesta-Frau D, Miró-Martínez P, Oltra-Crespo S, Jordán-Núñez J, Vargas B, Vigil L. Classification of glucose records from patients at diabetes risk using a combined permutation entropy algorithm. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2018; 165:197-204. [PMID: 30337074 DOI: 10.1016/j.cmpb.2018.08.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Revised: 08/09/2018] [Accepted: 08/30/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND AND OBJECTIVES The adoption in clinical practice of electronic portable blood or interstitial glucose monitors has enabled the collection, storage, and sharing of massive amounts of glucose level readings. This availability of data opened the door to the application of a multitude of mathematical methods to extract clinical information not discernible with conventional visual inspection. The objective of this study is to assess the capability of Permutation Entropy (PE) to find differences between glucose records of healthy and potentially diabetic subjects. METHODS PE is a mathematical method based on the relative frequency analysis of ordinal patterns in time series that has gained a lot of attention in the last years due to its simplicity, robustness, and performance. We study in this paper the applicability of this method to glucose records of subjects at risk of diabetes in order to assess the predictability value of this metric in this context. RESULTS PE, along with some of its derivatives, was able to find significant differences between diabetic and non-diabetic patients from records acquired up to 3 years before the diagnosis. The quantitative results for PE were 3.5878 ± 0.3916 for the nondiabetic class, and 3.1564 ± 0.4166 for the diabetic class. With a classification accuracy higher than 70%, and by means of a Cox regression model, PE demonstrated that it is a very promising candidate as a risk stratification tool for continuous glucose monitoring. CONCLUSION PE can be considered as a prospective tool for the early diagnosis of the glucoregulatory system.
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Affiliation(s)
- D Cuesta-Frau
- Technological Institute of Informatics (ITI), Universitat Politècnica de València, Campus Alcoi (EPSA-UPV) Plaza Ferrándiz y Carbonell, 2, Alcoi, 03801, Spain.
| | - P Miró-Martínez
- Statistics Department at Universitat Politècnica de València, Campus Alcoi Plaza Ferrándiz y Carbonell, 2, Alcoi, 03801, Spain.
| | - S Oltra-Crespo
- Technological Institute of Informatics (ITI), Universitat Politècnica de València, Campus Alcoi (EPSA-UPV) Plaza Ferrándiz y Carbonell, 2, Alcoi, 03801, Spain
| | - J Jordán-Núñez
- Statistics Department at Universitat Politècnica de València, Campus Alcoi Plaza Ferrándiz y Carbonell, 2, Alcoi, 03801, Spain
| | - B Vargas
- Internal Medicine Service at the University Hospital of Móstoles Río Júcar s/n, Móstoles, Madrid 28935, Spain.
| | - L Vigil
- Internal Medicine Service at the University Hospital of Móstoles Río Júcar s/n, Móstoles, Madrid 28935, Spain
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1306
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Sherr JL, Tauschmann M, Battelino T, de Bock M, Forlenza G, Roman R, Hood KK, Maahs DM. ISPAD Clinical Practice Consensus Guidelines 2018: Diabetes technologies. Pediatr Diabetes 2018; 19 Suppl 27:302-325. [PMID: 30039513 DOI: 10.1111/pedi.12731] [Citation(s) in RCA: 137] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2018] [Accepted: 07/10/2018] [Indexed: 12/12/2022] Open
Affiliation(s)
- Jennifer L Sherr
- Department of Pediatrics, Yale School of Medicine, Yale University, New Haven, Connecticut
| | - Martin Tauschmann
- Wellcome Trust-MRC Institute of Metabolic Science, University of Cambridge, Cambridge, UK.,Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Tadej Battelino
- UMC-University Children's Hospital, Ljubljana, Slovenia.,Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Martin de Bock
- Department of Paediatrics, University of Otago, Christchurch, New Zealand
| | - Gregory Forlenza
- University of Colorado Denver, Barbara Davis Center, Aurora, Colorado
| | - Rossana Roman
- Medical Sciences Department, University of Antofagasta and Antofagasta Regional Hospital, Antofagasta, Chile
| | - Korey K Hood
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Palo Alto, California
| | - David M Maahs
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
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1307
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Shah VN, Wu M, Polsky S, Snell-Bergeon JK, Sherr JL, Cengiz E, DiMeglio LA, Pop-Busui R, Mizokami-Stout K, Foster NC, Beck RW. Gender differences in diabetes self-care in adults with type 1 diabetes: Findings from the T1D Exchange clinic registry. J Diabetes Complications 2018; 32:961-965. [PMID: 30121205 DOI: 10.1016/j.jdiacomp.2018.08.009] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 08/03/2018] [Accepted: 08/06/2018] [Indexed: 01/11/2023]
Abstract
AIMS To evaluate gender differences in diabetes self-care components including glycemic, blood pressure and lipid control, utilization of diabetes technologies and acute diabetes complications in adults with type 1 diabetes. METHODS A total of 9,481 participants >18 years were included in the analysis, 53% were female. Variables of interest included glycemic control measured by HbA1c, systolic/diastolic blood pressures, presence of dyslipidemia, insulin delivery modality, and rates of acute complications. RESULTS Glycemic control was similar in women and men (mean HbA1c in both groups: 8.1% ± 1.6% (64 ± 16 mmol/mol), (p = 0.54). More women used insulin pump therapy (66% vs. 59%, p < 0.001) but use of sensor technology was similar (p < = 0.42). Women had higher rates of diabetic ketoacidosis (DKA) (5% vs. 3%, p < 0.001) and eating disorders (1.7% vs. 0.1%, p < 0.001). Severe hypoglycemia rates were not different between men and women (p = 0.42). Smoking (6% vs 4%, p < 0.001), systolic (125 ± 14.2 vs. 121 ± 14.4, p < 0.001) and diastolic blood pressure (73.3 ± 9.5 vs. 72.2 ± 9.3, p < 0.001) and rate of dyslipidemia (28% vs. 23%, p < 0.001) were higher in men. CONCLUSION While glycemic control in type 1 diabetes was similar regardless of gender, rates of DKA and eating disorders were higher in women while rates of smoking, hypertension and dyslipidemia were higher in men.
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Affiliation(s)
- Viral N Shah
- Barbara Davis Center for Diabetes, Aurora, CO 80045, United States of America
| | - Mengdi Wu
- Jaeb Center for Health Research, Tampa, FL, United States of America.
| | - Sarit Polsky
- Barbara Davis Center for Diabetes, Aurora, CO 80045, United States of America
| | | | - Jennifer L Sherr
- Yale School of Medicine, New Haven, CT, United States of America
| | - Eda Cengiz
- Yale School of Medicine, New Haven, CT, United States of America
| | - Linda A DiMeglio
- Indiana University School of Medicine, Indianapolis, IN, United States of America
| | | | | | - Nicole C Foster
- Jaeb Center for Health Research, Tampa, FL, United States of America
| | - Roy W Beck
- Jaeb Center for Health Research, Tampa, FL, United States of America
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1308
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Forlenza GP, Li Z, Buckingham BA, Pinsker JE, Cengiz E, Wadwa RP, Ekhlaspour L, Church MM, Weinzimer SA, Jost E, Marcal T, Andre C, Carria L, Swanson V, Lum JW, Kollman C, Woodall W, Beck RW. Predictive Low-Glucose Suspend Reduces Hypoglycemia in Adults, Adolescents, and Children With Type 1 Diabetes in an At-Home Randomized Crossover Study: Results of the PROLOG Trial. Diabetes Care 2018; 41:2155-2161. [PMID: 30089663 DOI: 10.2337/dc18-0771] [Citation(s) in RCA: 174] [Impact Index Per Article: 24.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Accepted: 06/28/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE This study evaluated a new insulin delivery system designed to reduce insulin delivery when trends in continuous glucose monitoring (CGM) glucose concentrations predict future hypoglycemia. RESEARCH DESIGN AND METHODS Individuals with type 1 diabetes (n = 103, age 6-72 years, mean HbA1c 7.3% [56 mmol/mol]) participated in a 6-week randomized crossover trial to evaluate the efficacy and safety of a Tandem Diabetes Care t:slim X2 pump with Basal-IQ integrated with a Dexcom G5 sensor and a predictive low-glucose suspend algorithm (PLGS) compared with sensor-augmented pump (SAP) therapy. The primary outcome was CGM-measured time <70 mg/dL. RESULTS Both study periods were completed by 99% of participants; median CGM usage exceeded 90% in both arms. Median time <70 mg/dL was reduced from 3.6% at baseline to 2.6% during the 3-week period in the PLGS arm compared with 3.2% in the SAP arm (difference [PLGS - SAP] = -0.8%, 95% CI -1.1 to -0.5, P < 0.001). The corresponding mean values were 4.4%, 3.1%, and 4.5%, respectively, represent-ing a 31% reduction in the time <70 mg/dL with PLGS. There was no increase in mean glucose concentration (159 vs. 159 mg/dL, P = 0.40) or percentage of time spent >180 mg/dL (32% vs. 33%, P = 0.12). One severe hypoglycemic event occurred in the SAP arm and none in the PLGS arm. Mean pump suspension time was 104 min/day. CONCLUSIONS The Tandem Diabetes Care Basal-IQ PLGS system significantly reduced hypoglycemia without rebound hyperglycemia, indicating that the system can benefit adults and youth with type 1 diabetes in improving glycemic control.
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Affiliation(s)
- Gregory P Forlenza
- Barbara Davis Center for Diabetes, University of Colorado Denver, Aurora, CO
| | - Zoey Li
- Diabetes Study Group, Jaeb Center for Health Research, Tampa, FL
| | - Bruce A Buckingham
- Division of Pediatric Endocrinology and Diabetes, Stanford University, Stanford, CA
| | - Jordan E Pinsker
- Clinical Research, Sansum Diabetes Research Institute, Santa Barbara, CA
| | - Eda Cengiz
- Division of Pediatric Endocrinology and Diabetes, Yale University, New Haven, CT
| | - R Paul Wadwa
- Barbara Davis Center for Diabetes, University of Colorado Denver, Aurora, CO
| | - Laya Ekhlaspour
- Division of Pediatric Endocrinology and Diabetes, Stanford University, Stanford, CA
| | - Mei Mei Church
- Clinical Research, Sansum Diabetes Research Institute, Santa Barbara, CA
| | - Stuart A Weinzimer
- Division of Pediatric Endocrinology and Diabetes, Yale University, New Haven, CT
| | - Emily Jost
- Barbara Davis Center for Diabetes, University of Colorado Denver, Aurora, CO
| | - Tatiana Marcal
- Division of Pediatric Endocrinology and Diabetes, Stanford University, Stanford, CA
| | - Camille Andre
- Clinical Research, Sansum Diabetes Research Institute, Santa Barbara, CA
| | - Lori Carria
- Division of Pediatric Endocrinology and Diabetes, Yale University, New Haven, CT
| | - Vance Swanson
- Clinical Affairs, Tandem Diabetes Care, San Diego, CA
| | - John W Lum
- Diabetes Study Group, Jaeb Center for Health Research, Tampa, FL
| | - Craig Kollman
- Diabetes Study Group, Jaeb Center for Health Research, Tampa, FL
| | - William Woodall
- Diabetes Study Group, Jaeb Center for Health Research, Tampa, FL
| | - Roy W Beck
- Diabetes Study Group, Jaeb Center for Health Research, Tampa, FL
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1309
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DiMeglio LA, Acerini CL, Codner E, Craig ME, Hofer SE, Pillay K, Maahs DM. ISPAD Clinical Practice Consensus Guidelines 2018: Glycemic control targets and glucose monitoring for children, adolescents, and young adults with diabetes. Pediatr Diabetes 2018; 19 Suppl 27:105-114. [PMID: 30058221 DOI: 10.1111/pedi.12737] [Citation(s) in RCA: 392] [Impact Index Per Article: 56.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2018] [Accepted: 07/27/2018] [Indexed: 12/23/2022] Open
Affiliation(s)
- Linda A DiMeglio
- Division of Pediatric Endocrinology and Diabetology and Wells Center for Pediatric Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana
| | - Carlo L Acerini
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Ethel Codner
- Institute of Maternal and Child Research (IDMI), School of Medicine, Universidad de Chile, Santiago, Chile
| | - Maria E Craig
- Institute of Endocrinology and Diabetes, Children's Hospital at Westmead, Sydney, Australia
| | - Sabine E Hofer
- Department of Pediatrics, Medical University of Innsbruck, Innsbruck, Austria
| | | | - David M Maahs
- Division of Pediatric Endocrinology, Stanford University, Stanford, California
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1310
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Massa GG, Gys I, Op 't Eyndt A, Bevilacqua E, Wijnands A, Declercq P, Zeevaert R. Evaluation of the FreeStyle® Libre Flash Glucose Monitoring System in Children and Adolescents with Type 1 Diabetes. Horm Res Paediatr 2018; 89:189-199. [PMID: 29587254 DOI: 10.1159/000487361] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 01/31/2018] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND/AIMS The FreeStyle® Libre Flash Glucose Monitoring System (FGM, Abbott) measures glucose concentrations in the interstitial fluid for up to 14 days. It has been approved for use in children aged > 4 years in January 2016. Experience in children is still limited. We evaluated the accuracy and usability of the FGM in children with type 1 diabetes mellitus (DM). METHODS 67 children with type 1 DM (35 girls), aged 4-18 years, were included. Subjects wore a sensor on the back of their upper arm. For the first 14 days, they regularly measured capillary blood glucose (BG) with their usual BG meter (Accu-Chek® Mobile [ACM], Roche [n = 24]; Contour® Next Link [CNL], Bayer [n = 26]; OneTouch® Verio® IQ [OTV], LifeScan [n = 17]) followed by a sensor glucose (SG) scanning. SG readings were compared to BG measurements by consensus error grid (CEG) analysis; the mean difference (MD), the mean relative difference (MRD), the mean absolute difference (MAD), and the mean absolute relative difference (MARD) were calculated. After 14 days, subjects were asked to fill in a questionnaire on the usability of the FGM. RESULTS 2,626 SG readings were paired with BG results. FGM readings were highly correlated with BG (r = 0.926, p < 0.001). 80.3% of the data pairs were in zone A (= no effect on clinical action) and 18.4% were in zone B (= altered clinical action with little or no effect on the clinical outcome) of the CEG. Overall MD was +7.5 mg/dL; MD varied with the BG meter: ACM +10.4 mg/dL, CNL +14.2 mg/dL, OTV -3.6 mg/dL (p < 0.001). Overall, MARD was 16.7%. We observed a large interindividual variability in the accuracy parameters. MD and MRD were inversely related to BMI (r = -0.261 [p < 0.05]; r = -0.266 [p < 0.05], respectively). MARD was inversely related to age (r = -0.266 [p < 0.05]). Twenty-nine patients (43.3%) reported sensor problems, mainly early detachment of the sensor. Nonetheless, the usability questionnaire indicated high levels of satisfaction. CONCLUSIONS Our results showed a reasonable agreement between the FGM SG readings and capillary BG measurements in children. There was, however, a large interindividual variability. The wearing of the sensor requires special attention. Further studies in children are imperative in order to document the accuracy and safety of the FGM in the paediatric population.
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Affiliation(s)
- Guy G Massa
- Department of Paediatric Endocrinology and Diabetology, Jessa Hospital, Hasselt, Belgium
| | - Inge Gys
- Department of Paediatric Endocrinology and Diabetology, Jessa Hospital, Hasselt, Belgium
| | - Anniek Op 't Eyndt
- Department of Paediatric Endocrinology and Diabetology, Jessa Hospital, Hasselt, Belgium
| | - Esmiralda Bevilacqua
- Department of Paediatric Endocrinology and Diabetology, Jessa Hospital, Hasselt, Belgium
| | - Anne Wijnands
- Department of Paediatric Endocrinology and Diabetology, Jessa Hospital, Hasselt, Belgium
| | | | - Renate Zeevaert
- Department of Paediatric Endocrinology and Diabetology, Jessa Hospital, Hasselt, Belgium
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1311
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Adolfsson P, Rentoul D, Klinkenbijl B, Parkin CG. Hypoglycaemia Remains the Key Obstacle to Optimal Glycaemic Control - Continuous Glucose Monitoring is the Solution. EUROPEAN ENDOCRINOLOGY 2018; 14:50-56. [PMID: 30349594 PMCID: PMC6182923 DOI: 10.17925/ee.2018.14.2.50] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Accepted: 07/17/2018] [Indexed: 12/14/2022]
Abstract
We queried PubMed and other internet databases to identify studies, meta-analyses, review articles and other data sources regarding hypoglycaemia incidence/costs/impacts and continuous glucose monitoring (CGM) use. Our analysis of the evidence showed that hypoglycaemia remains a significant health concern and a primary obstacle to optimal adherence to prescribed diabetes treatment. In addition to its adverse clinical consequences, hypoglycaemia negatively impacts quality of life and places additional financial burdens on patients, patient families, employers and healthcare payers. Clinical trials have shown that the use of CGM can reduce the incidence and duration of hypoglycaemic episodes. This article reviews relevant CGM studies, discusses the prevalence and clinical/financial implications of hypoglycaemia, and explores the strengths and limitations of current CGM systems in minimising the burden of hypoglycaemia.
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Affiliation(s)
- Peter Adolfsson
- Department of Pediatrics, Kungsbacka Hospital, Sweden.,Institute of Clinical Sciences, The Sahlgrenska Academy, University of Gothenburg, Sweden
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1312
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Reiterer F, Reiter M, del Re L, Bechmann Christensen M, Nørgaard K. Analyzing the Potential of Advanced Insulin Dosing Strategies in Patients With Type 2 Diabetes: Results From a Hybrid In Silico Study. J Diabetes Sci Technol 2018; 12:1029-1040. [PMID: 29681172 PMCID: PMC6134623 DOI: 10.1177/1932296818770694] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND The ongoing improvement of continuous glucose monitoring (CGM) sensors and of insulin pumps are paving the way for a fast implementation of artificial pancreas (AP) for type 1 diabetes (T1D) patients. The case for type 2 diabetes (T2D) patients is less obvious since usually some residual beta cell function allows for simpler therapy approaches, and even multiple daily injections (MDI) therapy is not very widespread. However, the number of insulin dependent T2D patients is vastly increasing and therefore a need for understanding chances and challenges of an automated insulin therapy arises. Based on this background, this article analyzes conditions under which the use of more advanced therapeutic approaches, particularly AP, could bring a substantial improvement and should be considered as a viable therapy option. METHOD Data of 14 insulin-treated T2D patients on MDI wearing a CGM device and deviation analysis methods were used to estimate the expected improvements in the clinical outcome by using self-monitoring of blood glucose (SMBG) with advanced carbohydrate counting, a full AP or intermediate approaches, either CGM measurements with MDI therapy or SMBG with insulin pump. HbA1C and time in range (70-140 mg/dl, 70-180 mg/dl, respectively) were used as a performance measure. Outcome measures beyond glycemic control (eg, compliance, patient acceptance) have not been analyzed in this study. RESULTS AP has the potential to improve the condition of many poorly controlled insulin-treated T2D patients. However, as the interpatient variability is much higher than in T1D, a prescreening is recommended to select suitable patients. CONCLUSIONS Clinical criteria need to be developed for inclusion/exclusion of T2D patients for AP related therapies.
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Affiliation(s)
- Florian Reiterer
- Institute for Design and Control of Mechatronical Systems, Johannes Kepler University, Linz, Austria
- Florian Reiterer, PhD, Institute for Design and Control of Mechatronical Systems, Johannes Kepler University, Altenberger Straße 69, Linz, 4040, Austria.
| | - Matthias Reiter
- Institute for Design and Control of Mechatronical Systems, Johannes Kepler University, Linz, Austria
| | - Luigi del Re
- Institute for Design and Control of Mechatronical Systems, Johannes Kepler University, Linz, Austria
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1313
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Mayer-Davis EJ, Maahs DM, Seid M, Crandell J, Bishop FK, Driscoll KA, Hunter CM, Kichler JC, Standiford D, Thomas JM. Efficacy of the Flexible Lifestyles Empowering Change intervention on metabolic and psychosocial outcomes in adolescents with type 1 diabetes (FLEX): a randomised controlled trial. THE LANCET. CHILD & ADOLESCENT HEALTH 2018; 2:635-646. [PMID: 30119757 PMCID: PMC6260973 DOI: 10.1016/s2352-4642(18)30208-6] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2018] [Revised: 06/22/2018] [Accepted: 06/25/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND Adolescents with type 1 diabetes commonly have poor glycaemic control. We aimed to test the efficacy of a newly developed adaptive behavioral intervention (Flexible Lifestyles Empowering Change; FLEX) on metabolic and psychosocial outcomes in adolescents with type 1 diabetes. METHODS Young people (13-16 years, type 1 diabetes duration >1 year, HbA1c of 64-119 mmol/mol [8·0-13·0%], and without other serious medical conditions or pregnancy) from two clinical sites (Colorado and Ohio, USA) were eligible for enrolment. One caregiver was required to participate actively in the study. Adolescent participants were randomly assigned to the FLEX intervention, which used motivational interviewing and problem-solving skills training to enhance patients' self-management, or usual care control. Intervention fidelity was assessed by a behavioral psychologist with specific expertise in motivational interviewing and who was not otherwise involved in the study via audiotaped sessions. The primary outcome was measurement of glycated haemoglobin A1c (HbA1c) at 18 months. Secondary outcomes included motivation and intention, problem solving skills, self-management behaviors, symptoms of depression, health related quality of life, fear of hypoglycemia, diabetes family conflict, risk factors for T1D complications (BMI, blood pressure, and plasma lipids), and hypoglycemia derived from continuous glucose monitoring (percent time below 3·0 and 3·9 mmol/l [54 and 70 mg/dl]). Intention-to-treat analyses used mixed effects models, with fixed effects including site, timepoint, intervention group, intervention by timepoint, and baseline level of primary (HbA1c) or secondary outcomes (α=0·05). FLEX is registered on clinicaltrials.gov, number NCT01286350. FINDINGS Young people recruited from May 1, 2014 to April 4, 2016 were randomly assigned to FLEX (n=130) or usual care control (n=128). Mean diabetes duration was 6·4 (SD 3·8) years, and 71% (181 out of 256) of patients used insulin pump therapy. Retention was 93%, with 241 out of 258 completing the 18-month assessment. The intervention fidelity score was 4·40 of 5·00 for motivational interviewing and 97% for session content. At 18 months, HbA1c was not significantly different between intervention (83 [13] mmol/mol at baseline; 84 [19] mmol/mol at follow-up); and control (80 [14] mmol/mol at baseline; 82 [17] mmol/mol at follow-up); change in intervention versus control was -0·7 mmol/mol (95% CI -4·7 to 3·4, p=0·75). The intervention was associated with improved scores for motivation (p=0·011), problem solving (p=0·024), diabetes self-management profile (p=0·013), youth report of overall quality of life (p=0·0089), selected domains related to fear of hypoglycaemia (p=0·036 for youth's helplessness or worry; p=0·0051 for parent's efforts to maintain high blood glucose), parent report of diabetes family conflict (p=0·0001), total cholesterol (p=0·038), and diastolic blood pressure (p=0·015). A total of 54 serious adverse events were identified; 34 of these were diabetes-related, including low blood glucose requiring assistance (n=3) and high blood glucose with diabetic ketoacidosis and emergency response (n=25). INTERPRETATION The FLEX intervention did not significantly change HbA1c among these adolescents with elevated HbA1c, but did positively affect several psychosocial outcomes over 18 months. Further analyses will provide information regarding drivers of positive response to the intervention and will point to future directions for improvement in the approach. FUNDING National Institutes of Health and National Institute of Diabetes Digestive Diseases and Kidney and the Helmsley Charitable Trust.
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Affiliation(s)
- Elizabeth J Mayer-Davis
- Departments of Nutrition and Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - David M Maahs
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, CA, USA
| | - Michael Seid
- Cincinnati Children's Hospital Medical Center, University of Cincinnati Medical School, Cincinnati, OH, USA
| | - Jamie Crandell
- School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Franziska K Bishop
- Barbara Davis Center for Childhood Diabetes, University of Colorado Denver, Denver, CO, USA
| | - Kimberly A Driscoll
- Barbara Davis Center for Childhood Diabetes, University of Colorado Denver, Denver, CO, USA
| | - Christine M Hunter
- National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD, USA
| | - Jessica C Kichler
- Cincinnati Children's Hospital Medical Center, University of Cincinnati Medical School, Cincinnati, OH, USA
| | - Debra Standiford
- Cincinnati Children's Hospital Medical Center, University of Cincinnati Medical School, Cincinnati, OH, USA
| | - Joan M Thomas
- Departments of Nutrition and Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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1314
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Gómez AM, Muñoz OM, Marin A, Fonseca MC, Rondon M, Robledo Gómez MA, Sanko A, Lujan D, García-Jaramillo M, León Vargas FM. Different Indexes of Glycemic Variability as Identifiers of Patients with Risk of Hypoglycemia in Type 2 Diabetes Mellitus. J Diabetes Sci Technol 2018; 12:1007-1015. [PMID: 29451006 PMCID: PMC6134628 DOI: 10.1177/1932296818758105] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
INTRODUCTION Recent publications frequently introduce new indexes to measure glycemic variability (GV), quality of glycemic control, or glycemic risk; however, there is a lack of evidence supporting the use of one particular parameter, especially in clinical practice. METHODS A cohort of type 2 diabetes mellitus (T2DM) patients in ambulatory care were followed using continuous glucose monitoring sensors (CGM). Mean glucose (MG), standard deviation, coefficient of variation (CV), interquartile range, CONGA1, 2, and 4, MAGE, M value, J index, high blood glucose index, and low blood glucose index (LBGI) were estimated. Hypoglycemia incidence (<54 mg/dl) was calculated. Area under the curve (AUC) was determined for different indexes as identifiers of patients with risk of hypoglycemia (IRH). Optimal cutoff thresholds were determined from analysis of the receiver operating characteristic curves. RESULTS CGM data for 657 days from 140 T2DM patients (4.69 average days per patient) were analyzed. Hypoglycemia was present in 50 patients with 144 hypoglycemic events in total (incidence rate of 0.22 events per patient/day). In the multivariate analysis, both CV (OR 1.20, 95% CI 1.12-1.28, P < .001) and LBGI (OR 4.83, 95% CI 2.41-9.71, P < .001) were shown to have a statistically significant association with hypoglycemia. The highest AUC were for CV (0.84; 95% CI 0.77-0.91) and LBGI (0.95; 95% CI 0.92-0.98). The optimal cutoff threshold for CV as IRH was 34%, and 3.4 for LBGI. CONCLUSION This analysis shows that CV can be recommended as the preferred parameter of GV to be used in clinical practice for T2DM patients. LBGI is the preferred IRH between glycemic risk indexes.
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Affiliation(s)
- Ana M. Gómez
- Pontificia Universidad Javeriana, Bogotá, Colombia
- Hospital Universitario San Ignacio, Bogotá, Colombia
| | - Oscar M. Muñoz
- Pontificia Universidad Javeriana, Bogotá, Colombia
- Hospital Universitario San Ignacio, Bogotá, Colombia
- Oscar M. Muñoz, MD, MSc. Department of Internal Medicine, PhD Program in Clinical Epidemiology, Department of Clinical Epidemiology and Biostatistics, Pontificia Universidad Javeriana, Hospital Universitario San Ignacio, Cra 7 No 40-62, Piso 7, Oficina 713, Bogotá, Colombia.
| | - Alejandro Marin
- Pontificia Universidad Javeriana, Bogotá, Colombia
- Hospital Universitario San Ignacio, Bogotá, Colombia
| | - Maria Camila Fonseca
- Pontificia Universidad Javeriana, Bogotá, Colombia
- Hospital Universitario San Ignacio, Bogotá, Colombia
| | | | | | - Andrei Sanko
- Pontificia Universidad Javeriana, Bogotá, Colombia
| | - Dilcia Lujan
- Colombian Diabetes Association, Bogotá, Colombia
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1315
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Suzuki R, Eiki JI, Moritoyo T, Furihata K, Wakana A, Ohta Y, Tokita S, Kadowaki T. Effect of short-term treatment with sitagliptin or glibenclamide on daily glucose fluctuation in drug-naïve Japanese patients with type 2 diabetes mellitus. Diabetes Obes Metab 2018; 20:2274-2281. [PMID: 29770541 DOI: 10.1111/dom.13364] [Citation(s) in RCA: 9] [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: 01/18/2018] [Revised: 04/29/2018] [Accepted: 05/13/2018] [Indexed: 01/02/2023]
Abstract
AIMS To compare the effect of a dipeptidyl peptidase-4 inhibitor (DPP4-i) and a sulfonylurea (SU) on daily glucose fluctuation in drug-naïve Japanese patients with type 2 diabetes mellitus (T2DM). MATERIALS AND METHODS A total of 53 drug-naïve Japanese patients with T2DM (HbA1c, 7.0%-9.0%; fasting plasma glucose, 6.1 mmol/L or higher) were randomly assigned to either sitagliptin 50 mg qd or glibenclamide 2.5 mg per day (given in divided doses) in a 1:1 ratio. A continuous glucose monitoring (CGM) device was used to obtain 24-hour glucose profiles for each patient at baseline and at Week 2. The primary study endpoint was change from baseline in mean amplitude of glucose excursion (MAGE) during a 24-hour period. A key secondary endpoint was change from baseline in the standard deviation (SD) of 24-hour glucose levels. RESULTS After 2 weeks of treatment, a numerically greater reduction in MAGE from baseline was observed in the sitagliptin group compared with the glibenclamide group, but the between-treatment difference was not statistically significant (LS mean difference [95% CI]: -0.48 mmol/L [-1.31, 0.34]; P = .245). However, a significantly greater reduction in the change from baseline in SD was observed in the sitagliptin group compared with the glibenclamide group (LS mean difference [95% CI]: -0.33 mmol/L [-0.62, -0.03]; P = .029). CONCLUSIONS This study suggests that the DPP4 inhibitor sitagliptin has a greater ability to reduce daily glucose fluctuation than the SU glibenclamide in drug-naïve Japanese patients with T2DM. ClinicalTrials.gov: NCT02318693.
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Affiliation(s)
- Ryo Suzuki
- Department of Diabetes and Metabolic Diseases, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Jun-Ichi Eiki
- Medical Affairs, and Biostatistics and Research Decision Sciences, MSD K.K, Tokyo, Japan
| | - Takashi Moritoyo
- Phase 1 Unit, Clinical Research Support Center, The University of Tokyo Hospital, Tokyo, Japan
| | | | - Akira Wakana
- Medical Affairs, and Biostatistics and Research Decision Sciences, MSD K.K, Tokyo, Japan
| | - Yukari Ohta
- Medical Affairs, and Biostatistics and Research Decision Sciences, MSD K.K, Tokyo, Japan
| | - Shigeru Tokita
- Medical Affairs, and Biostatistics and Research Decision Sciences, MSD K.K, Tokyo, Japan
| | - Takashi Kadowaki
- Department of Diabetes and Metabolic Diseases, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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1316
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Prahalad P, Addala A, Buckingham BA, Wilson DM, Maahs DM. Sustained Continuous Glucose Monitor Use in Low-Income Youth with Type 1 Diabetes Following Insurance Coverage Supports Expansion of Continuous Glucose Monitor Coverage for All. Diabetes Technol Ther 2018; 20:632-634. [PMID: 30020810 PMCID: PMC6421989 DOI: 10.1089/dia.2018.0204] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Priya Prahalad
- Division of Pediatric Endocrinology, Stanford University, Stanford, California
- Address correspondence to:Priya Prahalad, MD, PhDDivision of Pediatric EndocrinologyStanford University300 Pasteur Dr., Room G313Stanford, CA 94305
| | - Ananta Addala
- Division of Pediatric Endocrinology, Stanford University, Stanford, California
| | - Bruce A. Buckingham
- Division of Pediatric Endocrinology, Stanford University, Stanford, California
| | - Darrell M. Wilson
- Division of Pediatric Endocrinology, Stanford University, Stanford, California
| | - David M. Maahs
- Division of Pediatric Endocrinology, Stanford University, Stanford, California
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1317
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1318
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Murphy HR. Intensive Glycemic Treatment During Type 1 Diabetes Pregnancy: A Story of (Mostly) Sweet Success! Diabetes Care 2018; 41:1563-1571. [PMID: 29936423 DOI: 10.2337/dci18-0001] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Accepted: 02/12/2018] [Indexed: 02/03/2023]
Abstract
Studies from Scotland and Canada confirm large increases in the incidence of pregnancies complicated by pregestational type 1 diabetes (T1D). With this increased antenatal workload comes more specialization and staff expertise, which may be important as diabetes technology use increases. While euglycemia remains elusive and obstetrical intervention (earlier delivery, increased operative deliveries) is increasing, there have been some notable successes in the past 5-10 years. These include a decline in the rates of congenital anomaly (Canada) and stillbirths (U.K.) and substantial reductions in both maternal hypoglycemia (both moderate and severe) across many countries. However, pregnant women with T1D still spend ∼30-45% of the time (8-11 h/day) hyperglycemic during the second and third trimesters. The duration of maternal hyperglycemia appears unchanged in routine clinical care over the past decade. This ongoing fetal exposure to maternal hyperglycemia likely explains the persistent rates of large for gestational age (LGA), neonatal hypoglycemia, and neonatal intensive care unit (NICU) admissions in T1D offspring. The Continuous Glucose Monitoring in Women With Type 1 Diabetes in Pregnancy Trial (CONCEPTT) found that pregnant women using real-time continuous glucose monitoring (CGM) spent 5% less time (1.2 h/day) hyperglycemic during the third trimester, with clinically relevant reductions in LGA, neonatal hypoglycemia, and NICU admissions. This article will review the progress in our understanding of the intensive glycemic treatment of T1D pregnancy, focusing in particular on the recent technological advances in CGM and automated insulin delivery. It suggests that even with advanced diabetes technology, optimal maternal dietary intake is needed to minimize the neonatal complications attributed to postprandial hyperglycemia.
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Affiliation(s)
- Helen R Murphy
- Norwich Medical School, University of East Anglia, Norwich, U.K. .,Wolfson Diabetes and Endocrine Clinic, Cambridge University Hospitals NHS Foundation Trust, Cambridge, U.K. .,Department of Women & Children's Health, King's College London, London, U.K.
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1319
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Tauschmann M, Hovorka R. Technology in the management of type 1 diabetes mellitus - current status and future prospects. Nat Rev Endocrinol 2018; 14:464-475. [PMID: 29946127 DOI: 10.1038/s41574-018-0044-y] [Citation(s) in RCA: 96] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Type 1 diabetes mellitus (T1DM) represents 5-10% of diabetes cases worldwide. The incidence of T1DM is increasing, and there is no immediate prospect of a cure. As such, lifelong management is required, the burden of which is being eased by novel treatment modalities, particularly from the field of diabetes technologies. Continuous glucose monitoring has become the standard of care and includes factory-calibrated subcutaneous glucose monitoring and long-term implantable glucose sensing. In addition, considerable progress has been made in technology-enabled glucose-responsive insulin delivery. The first hybrid insulin-only closed-loop system has been commercialized, and other closed-loop systems are under development, including dual-hormone glucose control systems. This Review focuses on well-established diabetes technologies, including glucose sensing, pen-based insulin delivery, data management and data analytics. We also cover insulin pump therapy, threshold-based suspend, predictive low-glucose suspend and single-hormone and dual-hormone closed-loop systems. Clinical practice recommendations for insulin pump therapy and continuous glucose monitoring are presented, and ongoing research and future prospects are highlighted. We conclude that the management of T1DM is improved by diabetes technology for the benefit of the majority of people with T1DM, their caregivers and guardians and health-care professionals treating patients with T1DM.
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Affiliation(s)
- Martin Tauschmann
- Wellcome Trust-MRC Institute of Metabolic Science, University of Cambridge, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Roman Hovorka
- Wellcome Trust-MRC Institute of Metabolic Science, University of Cambridge, Cambridge, UK.
- Department of Paediatrics, University of Cambridge, Cambridge, UK.
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1320
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Pagacz K, Stawiski K, Szadkowska A, Mlynarski W, Fendler W. GlyCulator2: an update on a web application for calculation of glycemic variability indices. Acta Diabetol 2018; 55:877-880. [PMID: 29651558 DOI: 10.1007/s00592-018-1140-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Accepted: 03/31/2018] [Indexed: 11/30/2022]
Affiliation(s)
- Konrad Pagacz
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| | - Konrad Stawiski
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| | - Agnieszka Szadkowska
- Department of Pediatrics, Oncology, Hematology and Diabetology, Medical University of Lodz, Lodz, Poland
| | - Wojciech Mlynarski
- Department of Pediatrics, Oncology, Hematology and Diabetology, Medical University of Lodz, Lodz, Poland
| | - Wojciech Fendler
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland.
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
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1321
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Majeed W, Thabit H. Closed-loop insulin delivery: current status of diabetes technologies and future prospects. Expert Rev Med Devices 2018; 15:579-590. [PMID: 30027775 DOI: 10.1080/17434440.2018.1503530] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Type 1 diabetes is characterised by destruction of pancreatic beta cells, leading to insulin deficiency and hyperglycaemia. The mainstay of treatment remains lifelong insulin therapy as a sustainable cure has as yet proven elusive. The burden of daily management of type 1 diabetes has contributed to suboptimal outcomes for people living with the condition. Innovative technological approaches have been shown to improve glycaemic and patient-related outcomes. AREAS COVERED We discuss recent advances in technologies in type 1 diabetes including closed-loop systems, also known as the 'artificial pancreas. Its various components, technical aspects and limitations are reviewed. We also discuss its advent into clinical practice, and other systems in development. Evidence from clinical studies are summarised. EXPERT COMMENTARY The recent approval of a hybrid closed-loop system for clinical use highlights the significant progress made in this field. Results from clinical studies have shown safety and glycaemic benefit, however challenges remain around improving performance and acceptability. More data is required to establish long-term clinical efficacy and cost-effectiveness, to fulfil the expectations of people with type 1 diabetes.
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Affiliation(s)
- Waseem Majeed
- a Manchester Academic Health Science Centre , Manchester University Hospitals NHS Foundation Trust , Manchester , UK
| | - Hood Thabit
- a Manchester Academic Health Science Centre , Manchester University Hospitals NHS Foundation Trust , Manchester , UK.,b Division of Diabetes, Endocrinology and Gastroenterology, Faculty of Biology, Medicine and Health , University of Manchester , Manchester , UK
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1322
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Gill M, Zhu C, Shah M, Chhabra H. Health Care Costs, Hospital Admissions, and Glycemic Control Using a Standalone, Real-Time, Continuous Glucose Monitoring System in Commercially Insured Patients With Type 1 Diabetes. J Diabetes Sci Technol 2018; 12:800-807. [PMID: 29737202 PMCID: PMC6134311 DOI: 10.1177/1932296818777265] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND Studies comparing standalone real-time continuous glucose monitoring (rtCGM) to self-monitoring of blood glucose (SMBG) in patients with type 1 diabetes mellitus (T1DM) have found that rtCGM is associated with lower glycated hemoglobin (A1C) levels, yet does not increase the risk of severe hypoglycemia. However, little is known about the relationship between rtCGM and health care costs and utilization. The objective of this study was to compare health care spending, hospital admissions, and A1C levels of patients using rtCGM to that of patients not using rtCGM. METHODS This retrospective, cross-sectional analysis used a large repository of health plan administrative data to compare average health care costs (excluding durable medical equipment), hospital admissions, and A1C levels of those using rtCGM (N = 1027) versus not using rtCGM (N = 32 583). To control for potentially confounding variables, a propensity score method was used to match patients using rtCGM to those not using rtCGM, based on characteristics such as age, gender, and comorbidities. RESULTS Patients using rtCGM spent an average of approximately $4200 less in total health care costs, when compared to patients not using rtCGM ( P < .05). They also experienced fewer hospital admissions ( P < .05) and lower A1C ( P < .05) during the postindex year. CONCLUSIONS Use of rtCGM by patients with T1DM is associated with lower health care costs, fewer hospital admissions, and better glycemic control.
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Affiliation(s)
- Max Gill
- Medtronic–Diabetes, Northridge, CA,
USA
| | - Cyrus Zhu
- Medtronic–Diabetes, Northridge, CA,
USA
- Cyrus Zhu, Medtronic–Diabetes, 18000
Devonshire St, Northridge, CA 941325, USA.
| | - Mona Shah
- Medtronic–Diabetes, Northridge, CA,
USA
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1323
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Riddle MC, Bakris G, Boulton AJM, Blonde L, D'Alessio D, Greene EL, de Groot M, Hood K, Hu FB, Kahn SE, Kaul S, LeRoith D, Moses RG, Rich SS, Rosenstock J, Tamborlane WV, Wylie-Rosett J, Reynolds L. Big Topics for Diabetes Care in 2018: Clinical Guidelines, Costs of Diabetes, and Information Technology. Diabetes Care 2018; 41:1327-1329. [PMID: 29934474 DOI: 10.2337/dci18-0035] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Matthew C Riddle
- Division of Endocrinology, Diabetes & Clinical Nutrition, Oregon Health & Science University, Portland, OR
| | - George Bakris
- American Society of Hypertension Comprehensive Hypertension Center, Section of Endocrinology, Diabetes and Metabolism, Department of Medicine, The University of Chicago, Chicago, IL
| | | | - Lawrence Blonde
- Ochsner Diabetes Clinical Research Unit, Frank Riddick Diabetes Institute, Endocrinology Section, Ochsner Medical Center, New Orleans, LA
| | - David D'Alessio
- Division of Endocrinology, Metabolism, and Nutrition, Duke University, Durham, NC
| | - Eddie L Greene
- Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN
| | - Mary de Groot
- Indiana University School of Medicine, Indianapolis, IN
| | | | - Frank B Hu
- Departments of Nutrition and Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Steven E Kahn
- Division of Metabolism, Endocrinology and Nutrition, Department of Medicine, VA Puget Sound Health System and the University of Washington School of Medicine, Seattle, WA
| | - Sanjay Kaul
- Cedars-Sinai Medical Center, Los Angeles, CA
| | - Derek LeRoith
- Division of Endocrinology, Diabetes and Bone Disease, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Robert G Moses
- Illawarra Shoalhaven Local Health District, Wollongong, New South Wales, Australia
| | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
| | | | | | - Judith Wylie-Rosett
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY
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1324
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Muñoz OM, Gómez AM, Maira GJ, Fabián Mauricio LV, Ruiz-Morales ÁJ. The different methods of assessing glycemic variability, quality of glycemic control and glycemic risk cannot be interpreted as equivalent in clinical practice. Diabetes Metab Syndr 2018; 12:555-561. [PMID: 29631779 DOI: 10.1016/j.dsx.2018.03.028] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 03/26/2018] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Several methods are available to calculate glycemic variability (GV), quality of glycemic control (QGC) and glycemic risk (GR). However, clinicians do not easily interpret these data. This study evaluates whether the results of the different methods can be interpreted as equivalent. METHODS A prospective study was performed including outpatients with DMT2 evaluated at the San Ignacio Hospital and the Colombian Diabetes Association in Bogotá, Colombia. From six-day continuous glucose monitoring data, GV (SD, CV, IQR, MODD, MAGE), QGC (M-value, J-index) and GR (LBGI, HBGI) were calculated. Reference values were generated, classifying the patients according to GV control quartiles (excellent, good, fair or poor). The concordance between the different indices was evaluated. RESULTS In total, 140 patients (68.9 ± 11.2 years) were included. The agreement levels (Kappa) between GV indices were moderate, 0.40 (CI 95%:0.29-0.51), 0.42 (CI 95%:0.31-0.53) and 0.39 (CI 95%:0.28-0.50), for CV versus SD, IQR and CONGA respectively. The levels of agreement between GV and QGC indices were minimal (Kappa CV vs. M-value, 0.15CI 95%:0.046-0.26) and weak between the GV and GR indices (Kappa CVvs.LBGI 0.37CI95%:0.26-0.48). The estimators did not improve significantly when the analysis was performed with linearly weighted or quadratic weighted Kappa. CONCLUSIONS The present study demonstrates that the concordance between the clinical interpretation of the different GV, QGC and GR indices is poor, suggesting that they cannot be assumed as equivalent, so different indices evaluating different concepts, must be evaluated simultaneously to analyze adequately each patient. New studies are needed to evaluate which of the methods better predicts hypoglycemia and microvascular or macrovascular complications.
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Affiliation(s)
- Oscar M Muñoz
- Department of Internal Medicine, PhD Program in Clinical Epidemiology, Department of Clinical Epidemiology and Biostatistics, Pontificia Universidad Javeriana, Hospital Universitario San Ignacio, Bogotá, Colombia.
| | - Ana María Gómez
- Endocrinology Unit, Pontificia Universidad Javeriana, Hospital Universitario San Ignacio, Bogotá, Colombia.
| | | | | | - Álvaro J Ruiz-Morales
- Department of Internal Medicine, Department of Clinical Epidemiology and Biostatistics, Pontificia Universidad Javeriana, Bogotá, Colombia
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1325
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The 36% coefficient of variation for glucose proposed for separating stable and labile diabetes is clinically relevant: A continuous glucose monitoring-based study in a large population of type 1 diabetes patients. DIABETES & METABOLISM 2018; 45:598-600. [PMID: 29910090 DOI: 10.1016/j.diabet.2018.05.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2018] [Revised: 05/23/2018] [Accepted: 05/27/2018] [Indexed: 01/12/2023]
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1326
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Wang P, Kricka LJ. Current and Emerging Trends in Point-of-Care Technology and Strategies for Clinical Validation and Implementation. Clin Chem 2018; 64:1439-1452. [PMID: 29884677 DOI: 10.1373/clinchem.2018.287052] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Accepted: 05/11/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND Point-of-care technology (POCT) provides actionable information at the site of care to allow rapid clinical decision-making. With healthcare emphasis shifting toward precision medicine, population health, and chronic disease management, the potential impact of POCT continues to grow, and several prominent POCT trends have emerged or strengthened in the last decade. CONTENT This review summarizes current and emerging trends in POCT, including technologies approved or cleared by the Food and Drug Administration or in development. Technologies included have either impacted existing clinical diagnostics applications (e.g., continuous monitoring and targeted nucleic acid testing) or are likely to impact diagnostics delivery in the near future. The focus is limited to in vitro diagnostics applications, although in some sections, technologies beyond in vitro diagnostics are also included given the commonalities (e.g., ultrasound plug-ins for smart phones). For technologies in development (e.g., wearables, noninvasive testing, mass spectrometry and nuclear magnetic resonance, paper-based diagnostics, nanopore-based devices, and digital microfluidics), we also discuss their potential clinical applications and provide perspectives on strategies beyond technological and analytical proof of concept, with the end goal of clinical implementation and impact. SUMMARY The field of POCT has witnessed strong growth over the past decade, as evidenced by new clinical or consumer products or research and development directions. Combined with the appropriate strategies for clinical needs assessment, validation, and implementation, these and future POCTs may significantly impact care delivery and associated outcomes and costs.
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Affiliation(s)
- Ping Wang
- William Pepper Laboratory, University of Pennsylvania Heath System, and the Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.
| | - Larry J Kricka
- William Pepper Laboratory, University of Pennsylvania Heath System, and the Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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1327
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Guilmin-Crépon S, Carel JC, Schroedt J, Scornet E, Alberti C, Tubiana-Rufi N. How Should We Assess Glycemic Variability in Type 1 Diabetes? Contribution of Principal Component Analysis for Interstitial Glucose Indices in 142 Children. Diabetes Technol Ther 2018; 20:440-447. [PMID: 29923773 DOI: 10.1089/dia.2017.0404] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND Glycemic variability (GV) can be used to assess glycemic control in diabetes, but there is no clear consensus concerning the methods to use for its assessment. Methodological differences have resulted in differences in the outcome of GV metrics used in research studies, controversies over clinical impact, and an absence of integration into routine care. AIM To identify the indicators of GV most meaningful for clinicians, patients, and clinical researchers. MATERIALS AND METHODS Continuous glucose monitoring data were collected during the first 3 months of a pediatric diabetes clinical trial (Start-In!; n = 142). We used principal component analysis (PCA) to analyze weekly averages for 22 parameters relating to GV. RESULTS PCA identified five groups of parameters and three components explaining 85.7% of the variance. These components represented the amplitude, direction (hypoglycemia vs. hyperglycemia), and timing (within-day vs. between-days) of glucose excursions. CONCLUSIONS This study provides elements that could make GV parameters more useful in clinical practice and research. No single parameter was sufficient to represent the complexity of GV, but it was possible to restrict the number of indicators required. The five groups of parameters identified by PCA could facilitate the choice of the most relevant outcomes for GV analysis in pediatric diabetes according to the purpose of the analysis (e.g., exploration of GV associated with hypo- or hyperglycemia, with short- or long-term periodicity, or GV in its entirety).
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Affiliation(s)
- Sophie Guilmin-Crépon
- 1 AP-HP, Hôpital Universitaire Robert Debré , Departement of Pediatric Endocrinology and Diabetology and Centre de référence des Maladies Endocriniennes Rares de la Croissance, Paris, France
- 2 APHP, Hôpital Universitaire Robert Debré, Unit of Clinical Epidemiology , Paris, France
- 3 Inserm , UMR-S 1123 ECEVE and CIC-EC 1426, Paris, France
- 4 Univ Paris Diderot , Sorbonne Paris Cité, UMR-S 1123 ECEVE, Paris, France
| | - Jean-Claude Carel
- 1 AP-HP, Hôpital Universitaire Robert Debré , Departement of Pediatric Endocrinology and Diabetology and Centre de référence des Maladies Endocriniennes Rares de la Croissance, Paris, France
- 4 Univ Paris Diderot , Sorbonne Paris Cité, UMR-S 1123 ECEVE, Paris, France
- 5 Inserm, PROTECT, Université Paris Diderot , Sorbonne Paris Cité, Paris, France
| | - Julien Schroedt
- 2 APHP, Hôpital Universitaire Robert Debré, Unit of Clinical Epidemiology , Paris, France
- 3 Inserm , UMR-S 1123 ECEVE and CIC-EC 1426, Paris, France
| | - Erwan Scornet
- 2 APHP, Hôpital Universitaire Robert Debré, Unit of Clinical Epidemiology , Paris, France
| | - Corinne Alberti
- 2 APHP, Hôpital Universitaire Robert Debré, Unit of Clinical Epidemiology , Paris, France
- 3 Inserm , UMR-S 1123 ECEVE and CIC-EC 1426, Paris, France
- 4 Univ Paris Diderot , Sorbonne Paris Cité, UMR-S 1123 ECEVE, Paris, France
| | - Nadia Tubiana-Rufi
- 1 AP-HP, Hôpital Universitaire Robert Debré , Departement of Pediatric Endocrinology and Diabetology and Centre de référence des Maladies Endocriniennes Rares de la Croissance, Paris, France
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1328
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Battelino T. Continuous Glucose Monitoring Efficacy in Routine Use. J Clin Endocrinol Metab 2018; 103:2414-2416. [PMID: 29618027 PMCID: PMC6460521 DOI: 10.1210/jc.2018-00275] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 03/26/2018] [Indexed: 11/19/2022]
Affiliation(s)
- Tadej Battelino
- University Children’s Hospital, University Medical Centre, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
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1329
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Abstract
Hypoglycemia is the limiting factor in controlling glucose levels in Diabetes. Rather than being a side effect, hypoglycemia is the mechanism of action for insulin therapy, with a very narrow therapeutic window. Until recently, regulatory bodies listed hypoglycemia only as an adverse effect of therapy; however, one insulin preparation is now recognized and labelled as reducing the risk of severe hypoglycemia. This paper describes internationally agreed upon definitions for hypoglycemia and proposed regulatory approaches for recognition and labeling of diabetes therapies to facilitate personalized care.
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1330
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Wadwa RP, Laffel LM, Shah VN, Garg SK. Accuracy of a Factory-Calibrated, Real-Time Continuous Glucose Monitoring System During 10 Days of Use in Youth and Adults with Diabetes. Diabetes Technol Ther 2018; 20:395-402. [PMID: 29901421 PMCID: PMC6110124 DOI: 10.1089/dia.2018.0150] [Citation(s) in RCA: 145] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
BACKGROUND Frequent use of continuous glucose monitoring (CGM) systems is associated with improved glycemic outcomes in persons with diabetes, but the need for calibrations and sensor insertions are often barriers to adoption. In this study, we evaluated the performance of G6, a sixth-generation, factory-calibrated CGM system specified for 10-day wear. METHODS The study enrolled participants of ages 6 years and up with type 1 diabetes or insulin-treated type 2 diabetes at 11 sites in the United States. Participation involved one sensor wear period of up to 10 days. Adults wore the system on the abdomen; youth of ages 6-17 years could choose to wear it on the abdomen or upper buttocks. Clinic sessions for frequent comparison with reference blood glucose measurements took place on days 1, 4-5, 7, and/or 10. Participants of ages 13 years and up underwent purposeful supervised glucose manipulation during in-clinic sessions. During the study, participants calibrated the systems once daily. However, analysis was performed on glucose values that were derived from reprocessed raw sensor data, independently of self-monitored blood glucose values used for calibration. Reprocessing used assigned sensor codes and a factory-calibration algorithm. Performance evaluation included the proportion of CGM values that were within ±20% of reference glucose values >100 mg/dL or within ±20 mg/dL of reference glucose values ≤100 mg/dL (%20/20), the analogous %15/15, and the mean absolute relative difference (MARD, expressed as a percentage) between temporally matched CGM and reference values. RESULTS Data from 262 study participants (21,569 matched CGM reference pairs) were analyzed. The overall %15/15, %20/20, and MARD were 82.4%, 92.3%, and 10.0%, respectively. Matched pairs from 134 adults and 128 youth of ages 6-17 years were similar with respect to %20/20 (92.4% and 91.9%) and MARD (9.9% and 10.1%). Overall %20/20 values on days 1 and 10 of sensor wear were 88.6% and 90.6%, respectively. The system's "Urgent Low Soon" (predictive of hypoglycemia within 20 min) hypoglycemia alert was correctly provided 84% of the time within 30 min before impending biochemical hypoglycemia (<70 mg/dL). The 10-day sensor survival rate was 87%. CONCLUSION The new factory-calibrated G6 real-time CGM system provides accurate readings for 10 days and removes several clinical barriers to broader CGM adoption.
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Affiliation(s)
- R. Paul Wadwa
- Barbara Davis Center for Diabetes, University of Colorado Denver, Aurora, Colorado
| | - Lori M. Laffel
- Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts
| | - Viral N. Shah
- Barbara Davis Center for Diabetes, University of Colorado Denver, Aurora, Colorado
| | - Satish K. Garg
- Barbara Davis Center for Diabetes, University of Colorado Denver, Aurora, Colorado
- Address correspondence to:Satish K. Garg, MDProfessor of Medicine and PediatricsUniversity of Colorado DenverBarbara Davis Center for Diabetes1775 Aurora Court, Rm 1324Aurora, CO 80045
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1331
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Abstract
Glycemic variability (GV) is a major consideration when evaluating quality of glycemic control. GV increases progressively from prediabetes through advanced T2D and is still higher in T1D. GV is correlated with risk of hypoglycemia. The most popular metrics for GV are the %Coefficient of Variation (%CV) and standard deviation (SD). The %CV is correlated with risk of hypoglycemia. Graphical display of glucose by date, time of day, and day of the week, and display of simplified glucose distributions showing % of time in several ranges, provide clinically useful indicators of GV. SD is highly correlated with most other measures of GV, including interquartile range, mean amplitude of glycemic excursion, mean of daily differences, and average daily risk range. Some metrics are sensitive to the frequency, periodicity, and complexity of glycemic fluctuations, including Fourier analysis, periodograms, frequency spectrum, multiscale entropy (MSE), and Glucose Variability Percentage (GVP). Fourier analysis indicates progressive changes from normal subjects to children and adults with T1D, and from prediabetes to T2D. The GVP identifies novel characteristics for children, adolescents, and adults with type 1 diabetes and for adults with type 2. GVP also demonstrated small rapid glycemic fluctuations in people with T1D when using a dual-hormone closed-loop control. MSE demonstrated systematic changes from normal subjects to people with T2D at various stages of duration, intensity of therapy, and quality of glycemic control. We describe new metrics to characterize postprandial excursions, day-to-day stability of glucose patterns, and systematic changes of patterns by day of the week. Metrics for GV should be interpreted in terms of percentiles and z-scores relative to identified reference populations. There is a need for large accessible databases for reference populations to provide a basis for automated interpretation of GV and other features of continuous glucose monitoring records.
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Affiliation(s)
- David Rodbard
- Biomedical Informatics Consultants LLC , Potomac, Maryland
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1332
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Need for Regulatory Change to Incorporate Beyond A1C Glycemic Metrics. Diabetes Care 2018; 41:e92-e94. [PMID: 29784704 DOI: 10.2337/dci18-0010] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Accepted: 02/21/2018] [Indexed: 02/03/2023]
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1333
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Relative contributions of preprandial and postprandial glucose exposures, glycemic variability, and non-glycemic factors to HbA 1c in individuals with and without diabetes. Nutr Diabetes 2018; 8:38. [PMID: 29855488 PMCID: PMC5981454 DOI: 10.1038/s41387-018-0047-8] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Revised: 05/01/2018] [Accepted: 05/05/2018] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND/OBJECTIVE There is substantial interest in dietary approaches to reducing postprandial glucose (PPG) responses, but the quantitative contribution of PPG to longer-term glycemic control (reflected in glycated hemoglobin, HbA1c) in the general population is not known. This study quantified the associations of preprandial glucose exposure, PPG exposure, and glycemic variability with HbA1c and estimated the explained variance in HbA1c in individuals with and without type 2 diabetes (T2D). SUBJECTS/METHODS Participants in the A1c-Derived Average Glucose (ADAG) study without T2D (n = 77) or with non-insulin-treated T2D and HbA1c<6.5% (T2DHbA1c < 6.5%, n = 63) or HbA1c ≥ 6.5% (T2DHbA1c ≥ 6.5%, n = 34) were included in this analysis. Indices of preprandial glucose, PPG, and glycemic variability were calculated from continuous glucose monitoring during four periods over 12 weeks prior to HbA1c measurement. In linear regression models, we estimated the associations of the glycemic exposures with HbA1c and calculated the proportion of variance in HbA1c explained by glycemic and non-glycemic factors (age, sex, body mass index, and ethnicity). RESULTS The factors in the analysis explained 35% of the variance in HbA1c in non-diabetic individuals, 49% in T2DHbA1c < 6.5%, and 78% in T2DHbA1c ≥ 6.5%. In non-diabetic individuals PPG exposure was associated with HbA1c in confounder-adjusted analyses (P < 0.05). In the T2DHbA1c < 6.5% group, all glycemic measures were associated with HbA1c (P < 0.05); preprandial glucose and PPG accounted for 14 and 18%, respectively, of the explained variation. In T2DHbA1c ≥ 6.5%, these glycemic exposures accounted for more than 50% of the variation in HbA1c and with equal relative contributions. CONCLUSIONS Among the glycemic exposures, PPG exposure was most strongly predictive of HbA1c in non-diabetic individuals, suggesting that interventions targeting lowering of the PPG response may be beneficial for long-term glycemic maintenance. In T2D, preprandial glucose and PPG exposure contributed equally to HbA1c.
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1334
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Piemonti L, de Koning EJP, Berney T, Odorico JS, Markmann JF, Stock PG, Rickels MR. Defining outcomes for beta cell replacement therapy: a work in progress. Diabetologia 2018; 61:1273-1276. [PMID: 29511779 PMCID: PMC6467463 DOI: 10.1007/s00125-018-4588-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 02/14/2018] [Indexed: 12/18/2022]
Abstract
Defined outcomes for beta cell replacement therapy in the treatment of diabetes are critically needed. Progress towards the clinical acceptance of pancreas and islet transplantation has been hampered by the lack of clear definitions of functional and efficacy outcomes, as well as a lack of consistently applied glycaemic control metrics, together with poor alignment with the field of artificial insulin delivery/artificial pancreas development. To address this problem, the International Pancreas & Islet Transplant Association (IPITA) collaborated with the European Pancreas and Islet Transplant Association (EPITA) to develop a consensus for a joint statement on the definition of function and failure of beta cell replacement therapies, which is summarised in this commentary.
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Affiliation(s)
- Lorenzo Piemonti
- Diabetes Research Institute, IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132, Milan, Italy.
- Vita-Salute San Raffaele University, Milan, Italy.
| | - Eelco J P de Koning
- Department of Medicine, Leiden University Medical Center, Leiden, the Netherlands
| | - Thierry Berney
- Division of Transplantation and Visceral Surgery, Department of Surgery, Geneva University Hospital, Geneva, Switzerland
| | - Jon S Odorico
- Division of Transplantation, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - James F Markmann
- Division of Transplantation, Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Peter G Stock
- Division of Transplantation, Department of Surgery, University of California at San Francisco, San Francisco, CA, USA
| | - Michael R Rickels
- Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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1335
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Abstract
The sodium-glucose cotransporter type 1 (SGLT1) is the primary transporter for absorption of glucose and galactose in the gastrointestinal tract. Inhibition blunts and delays postprandial glucose (PPG) excursion. Sodium-glucose cotransporter type 2 (SGLT2) is expressed in the kidney, where it reabsorbs 90% of filtered glucose. Thus, a dual SGLT1 and SGLT2 inhibition (compared with selective SGLT2 inhibition) could result in lower PPG and robust A1c reduction even in patients with reduced kidney function. Sotagliflozin is an oral potent dual inhibitor of the insulin-independent SGLT1 and SGLT2. Preliminary data released from phase 2 and 3 clinical studies in adults with type 1 diabetes mellitus (T1DM) and type 2 diabetes mellitus (T2DM) showed improved glycemic control, and met efficacy endpoints beyond A1c with a safety profile consistent with the SGLT class: significant reduction in body weight, systolic blood pressure, and efficacy maintained in lower estimated glomerular filtration rate levels with no increased hypoglycemia. Increased risk of diabetic ketoacidosis (DKA) with uncharacteristically mild-to-moderate glucose elevations (euglycemic DKA) is associated with the use of all the approved SGLT2 inhibitors. Factors that trigger DKA include insulin reductions, low caloric and fluid intake, intercurrent illness, and alcohol use. However, DKA is detectable and manageable with proper patient education. With sotagliflozin, DKA rates were not higher than the expected background rate in T1DM, but numerically higher than placebo. Sotagliflozin is the first oral SGLT1 and SGLT2 inhibitor developed for the treatment of adult patients with T1DM, in adjunct with insulin, and has the potential to address unmet needs for patients with T1DM and possibly T2DM, with a favorable benefit/risk profile.
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Affiliation(s)
- Thomas Danne
- Diabetes Center for Children and Adolescents Kinder- und Jugendkrankenhaus AUF DER BULT, Hannover, Germany
| | - Torben Biester
- Diabetes Center for Children and Adolescents Kinder- und Jugendkrankenhaus AUF DER BULT, Hannover, Germany
| | - Olga Kordonouri
- Diabetes Center for Children and Adolescents Kinder- und Jugendkrankenhaus AUF DER BULT, Hannover, Germany
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1336
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La variabilité glycémique : l’évaluation de son impact passe par des index de mesure et des recommandations simples. ACTA ACUST UNITED AC 2018. [DOI: 10.1016/s1957-2557(18)30058-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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1337
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Vianna AGD, Lacerda CS, Pechmann LM, Polesel MG, Marino EC, Faria-Neto JR. A randomized controlled trial to compare the effects of sulphonylurea gliclazide MR (modified release) and the DPP-4 inhibitor vildagliptin on glycemic variability and control measured by continuous glucose monitoring (CGM) in Brazilian women with type 2 diabetes. Diabetes Res Clin Pract 2018; 139:357-365. [PMID: 29596951 DOI: 10.1016/j.diabres.2018.03.035] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2018] [Revised: 03/05/2018] [Accepted: 03/20/2018] [Indexed: 12/24/2022]
Abstract
AIMS This study aims to evaluate whether there is a difference between the effects of vildagliptin and gliclazide MR (modified release) on glycemic variability (GV) in women with type 2 diabetes (T2DM) as evaluated by continuous glucose monitoring (CGM). METHODS An open-label, randomized study was conducted in T2DM women on steady-dose metformin monotherapy which were treated with 50 mg vildagliptin twice daily or 60-120 mg of gliclazide MR once daily. CGM and GV indices calculation were performed at baseline and after 24 weeks. RESULTS In total, 42 patients (age: 61.9 ± 5.9 years, baseline glycated hemoglobin (HbA1c): 7.3 ± 0.56) were selected and 37 completed the 24-week protocol. Vildagliptin and gliclazide MR reduced GV, as measured by the mean amplitude of glycemic excursions (MAGE, p = 0.007 and 0.034, respectively). The difference between the groups did not reach statistical significance. Vildagliptin also significantly decreased the standard deviation of the mean glucose (SD) and the mean of the daily differences (MODD) (p = 0.007 and 0.030). CONCLUSIONS Vildagliptin and gliclazide MR similarly reduced the MAGE in women with T2DM after 24 weeks of treatment. Further studies are required to attest differences between vildagliptin and gliclazide MR regarding glycemic variability.
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Affiliation(s)
- Andre Gustavo Daher Vianna
- Pontifical Catholic University of Parana, Curitiba, Brazil; Curitiba Diabetes Center, Division of Endocrinology, Hospital Nossa Senhora das Graças, Curitiba, Brazil.
| | - Claudio Silva Lacerda
- Curitiba Diabetes Center, Division of Endocrinology, Hospital Nossa Senhora das Graças, Curitiba, Brazil.
| | - Luciana Muniz Pechmann
- Curitiba Diabetes Center, Division of Endocrinology, Hospital Nossa Senhora das Graças, Curitiba, Brazil.
| | - Michelle Garcia Polesel
- Curitiba Diabetes Center, Division of Endocrinology, Hospital Nossa Senhora das Graças, Curitiba, Brazil.
| | - Emerson Cestari Marino
- Curitiba Diabetes Center, Division of Endocrinology, Hospital Nossa Senhora das Graças, Curitiba, Brazil.
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1338
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Bila R, Varo R, Madrid L, Sitoe A, Bassat Q. Continuous Glucose Monitoring in Resource-Constrained Settings for Hypoglycaemia Detection: Looking at the Problem from the Other Side of the Coin. BIOSENSORS-BASEL 2018; 8:bios8020043. [PMID: 29693557 PMCID: PMC6023081 DOI: 10.3390/bios8020043] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Revised: 04/22/2018] [Accepted: 04/23/2018] [Indexed: 12/22/2022]
Abstract
The appearance, over a decade ago, of continuous glucose monitoring (CGM) devices has triggered a patient-centred revolution in the control and management of diabetes mellitus and other metabolic conditions, improving the patient’s glycaemic control and quality of life. Such devices, the use of which remains typically restricted to high-income countries on account of their elevated costs, at present show very limited implantation in resource-constrained settings, where many other urgent health priorities beyond diabetes prevention and management still need to be resolved. In this commentary, we argue that such devices could have an additional utility in low-income settings, whereby they could be selectively used among severely ill children admitted to hospital for closer monitoring of paediatric hypoglycaemia, a life-threatening condition often complicating severe cases of malaria, malnutrition, and other common paediatric conditions.
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Affiliation(s)
- Rubao Bila
- Centro de Investigação em Saúde de Manhiça (CISM), CP1929 Maputo, Mozambique.
| | - Rosauro Varo
- Centro de Investigação em Saúde de Manhiça (CISM), CP1929 Maputo, Mozambique.
- ISGlobal, Hospital Clínic-Universitat de Barcelona, 08036 Barcelona, Spain.
| | - Lola Madrid
- Centro de Investigação em Saúde de Manhiça (CISM), CP1929 Maputo, Mozambique.
- ISGlobal, Hospital Clínic-Universitat de Barcelona, 08036 Barcelona, Spain.
| | - Antonio Sitoe
- Centro de Investigação em Saúde de Manhiça (CISM), CP1929 Maputo, Mozambique.
| | - Quique Bassat
- Centro de Investigação em Saúde de Manhiça (CISM), CP1929 Maputo, Mozambique.
- ISGlobal, Hospital Clínic-Universitat de Barcelona, 08036 Barcelona, Spain.
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Pg. Lluís Companys 23, 08010 Barcelona, Spain.
- Pediatric Infectious Diseases Unit, Pediatrics Department, Hospital Sant Joan de Déu (University of Barcelona), 08950 Barcelona, Spain.
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1339
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Bekiari E, Kitsios K, Thabit H, Tauschmann M, Athanasiadou E, Karagiannis T, Haidich AB, Hovorka R, Tsapas A. Artificial pancreas treatment for outpatients with type 1 diabetes: systematic review and meta-analysis. BMJ 2018; 361:k1310. [PMID: 29669716 PMCID: PMC5902803 DOI: 10.1136/bmj.k1310] [Citation(s) in RCA: 271] [Impact Index Per Article: 38.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To evaluate the efficacy and safety of artificial pancreas treatment in non-pregnant outpatients with type 1 diabetes. DESIGN Systematic review and meta-analysis of randomised controlled trials. DATA SOURCES Medline, Embase, Cochrane Library, and grey literature up to 2 February 2018. ELIGIBILITY CRITERIA FOR SELECTING STUDIES Randomised controlled trials in non-pregnant outpatients with type 1 diabetes that compared the use of any artificial pancreas system with any type of insulin based treatment. Primary outcome was proportion (%) of time that sensor glucose level was within the near normoglycaemic range (3.9-10 mmol/L). Secondary outcomes included proportion (%) of time that sensor glucose level was above 10 mmol/L or below 3.9 mmol/L, low blood glucose index overnight, mean sensor glucose level, total daily insulin needs, and glycated haemoglobin. The Cochrane Collaboration risk of bias tool was used to assess study quality. RESULTS 40 studies (1027 participants with data for 44 comparisons) were included in the meta-analysis. 35 comparisons assessed a single hormone artificial pancreas system, whereas nine comparisons assessed a dual hormone system. Only nine studies were at low risk of bias. Proportion of time in the near normoglycaemic range (3.9-10.0 mmol/L) was significantly higher with artificial pancreas use, both overnight (weighted mean difference 15.15%, 95% confidence interval 12.21% to 18.09%) and over a 24 hour period (9.62%, 7.54% to 11.7%). Artificial pancreas systems had a favourable effect on the proportion of time with sensor glucose level above 10 mmol/L (-8.52%, -11.14% to -5.9%) or below 3.9 mmol/L (-1.49%, -1.86% to -1.11%) over 24 hours, compared with control treatment. Robustness of findings for the primary outcome was verified in sensitivity analyses, by including only trials at low risk of bias (11.64%, 9.1% to 14.18%) or trials under unsupervised, normal living conditions (10.42%, 8.63% to 12.2%). Results were consistent in a subgroup analysis both for single hormone and dual hormone artificial pancreas systems. CONCLUSIONS Artificial pancreas systems are an efficacious and safe approach for treating outpatients with type 1 diabetes. The main limitations of current research evidence on artificial pancreas systems are related to inconsistency in outcome reporting, small sample size, and short follow-up duration of individual trials.
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Affiliation(s)
- Eleni Bekiari
- Clinical Research and Evidence Based Medicine Unit, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece
| | - Konstantinos Kitsios
- Diabetes Centre, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Hood Thabit
- Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, UK
| | - Martin Tauschmann
- Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, UK
| | - Eleni Athanasiadou
- Clinical Research and Evidence Based Medicine Unit, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece
| | - Thomas Karagiannis
- Clinical Research and Evidence Based Medicine Unit, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece
| | - Anna-Bettina Haidich
- Department of Hygiene and Epidemiology, Medical School, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Roman Hovorka
- Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, UK
| | - Apostolos Tsapas
- Clinical Research and Evidence Based Medicine Unit, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece
- Harris Manchester College, University of Oxford, Oxford, UK
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1340
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Adolfsson P, Parkin CG, Thomas A, Krinelke LG. Selecting the Appropriate Continuous Glucose Monitoring System - a Practical Approach. EUROPEAN ENDOCRINOLOGY 2018; 14:24-29. [PMID: 29922348 PMCID: PMC5954591 DOI: 10.17925/ee.2018.14.1.24] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Accepted: 01/21/2018] [Indexed: 12/15/2022]
Abstract
Two types of continuous glucose monitoring (CGM) systems are currently available for daily diabetes self-management: real-time CGM and intermittently scanned CGM. Both approaches provide continuous measurement of glucose concentrations in the interstitial fluid; however, each has its own unique features that can impact their usefulness and acceptability within specific patient groups. This article explores the strengths and limitations of each approach and provides guidance to healthcare professionals in selecting the CGM type that is most appropriate to the individual needs of their patients.
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Affiliation(s)
- Peter Adolfsson
- Department of Pediatrics, Kungsbacka Hospital; Institute of Clinical Sciences, The Sahlgrenska Academy, University of Gothenburg, Sweden
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1341
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Heinemann L, Freckmann G, Ehrmann D, Faber-Heinemann G, Guerra S, Waldenmaier D, Hermanns N. Real-time continuous glucose monitoring in adults with type 1 diabetes and impaired hypoglycaemia awareness or severe hypoglycaemia treated with multiple daily insulin injections (HypoDE): a multicentre, randomised controlled trial. Lancet 2018; 391:1367-1377. [PMID: 29459019 DOI: 10.1016/s0140-6736(18)30297-6] [Citation(s) in RCA: 371] [Impact Index Per Article: 53.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Revised: 01/29/2018] [Accepted: 01/30/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND The effectiveness of real-time continuous glucose monitoring (rtCGM) in avoidance of hypoglycaemia among high-risk individuals with type 1 diabetes treated with multiple daily insulin injections (MDI) is unknown. We aimed to ascertain whether the incidence and severity of hypoglycaemia can be reduced through use of rtCGM in these individuals. METHODS The HypoDE study was a 6-month, multicentre, open-label, parallel, randomised controlled trial done at 12 diabetes practices in Germany. Eligible participants had type 1 diabetes and a history of impaired hypoglycaemia awareness or severe hypoglycaemia during the previous year. All participants wore a masked rtCGM system for 28 days and were then randomly assigned to 26 weeks of unmasked rtCGM (Dexcom G5 Mobile system) or to the control group (continuing with self-monitoring of blood glucose). Block randomisation with 1:1 allocation was done centrally, with the study site as the stratifying variable. Masking of participants and study sites was not possible. Control participants wore a masked rtCGM system during the follow-up phase (weeks 22-26). The primary outcome was the baseline-adjusted number of hypoglycaemic events (defined as glucose ≤3·0 mmol/L for ≥20 min) during the follow-up phase. The full dataset analysis comprised participants who wore the rtCGM system during the baseline and follow-up phases. The intention-to-treat analysis comprised all randomised participants. This trial is registered with ClinicalTrials.gov, number NCT02671968. FINDINGS Between March 4, 2016, and Jan 12, 2017, 149 participants were randomly assigned (n=74 to the control group; n=75 to the rtCGM group) and 141 completed the follow-up phase (n=66 in the control group, n=75 in the rtCGM group). The mean number of hypoglycaemic events per 28 days among participants in the rtCGM group was reduced from 10·8 (SD 10·0) to 3·5 (4·7); reductions among control participants were negligible (from 14·4 [12·4] to 13·7 [11·6]). Incidence of hypoglycaemic events decreased by 72% for participants in the rtCGM group (incidence rate ratio 0·28 [95% CI 0·20-0·39], p<0·0001). 18 serious adverse events were reported: seven in the control group, ten in the rtCGM group, and one before randomisation. No event was considered to be related to the investigational device. INTERPRETATION Usage of rtCGM reduced the number of hypoglycaemic events in individuals with type 1 diabetes treated by MDI and with impaired hypoglycaemia awareness or severe hypoglycaemia. FUNDING Dexcom Inc.
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Affiliation(s)
- Lutz Heinemann
- Science-Consulting in Diabetes GmbH, Düsseldorf, Germany
| | - Guido Freckmann
- IDT-Institut für Diabetes-Technologie, Forschungs-und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Dominic Ehrmann
- Research Institute Diabetes of the Diabetes Academy Mergentheim (FIDAM) (FIDAM), Bad Mergentheim, Germany; Department of Clinical Psychology and Psychotherapy, University of Bamberg, Bamberg, Germany
| | | | | | - Delia Waldenmaier
- IDT-Institut für Diabetes-Technologie, Forschungs-und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Norbert Hermanns
- Research Institute Diabetes of the Diabetes Academy Mergentheim (FIDAM) (FIDAM), Bad Mergentheim, Germany; Department of Clinical Psychology and Psychotherapy, University of Bamberg, Bamberg, Germany.
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1342
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Bergenstal RM. Continuous glucose monitoring: transforming diabetes management step by step. Lancet 2018; 391:1334-1336. [PMID: 29459022 DOI: 10.1016/s0140-6736(18)30290-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Accepted: 02/08/2018] [Indexed: 10/18/2022]
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Abstract
The FreeStyle Libre flash glucose monitor became available on prescription (subject to local health authority approval) in all four nations of the UK from November 2017, a watershed moment in the history of diabetes care. Calibration free, the FreeStyle Libre is a disc worn on the arm for 14 days which is designed largely to replace the recommended 4-10 painful finger-stick blood glucose tests required each day for the self-management of diabetes. This review discusses clinical data from randomized and observational studies, considers device accuracy metrics and deliberates its popularity and the potential challenges that this new device brings to diabetes care in the UK. In randomized trials, FreeStyle Libre use is associated with a reduction in hypoglycaemia and, in observational studies, improvements in HbA1c levels. User satisfaction is high and adverse events are low. Accuracy of the FreeStyle Libre is comparable to currently available real-time continuous glucose monitors in adults, children and during pregnancy; the cost of the FreeStyle Libre is lower. Glucose data can be visualized in multiple devices and platforms, and summarized in an ambulatory glucose profile to aid pattern recognition and insulin dose adjustment. There is a need for appropriate education, of both users and healthcare professionals, to harness the full benefits. Further randomized studies to assess the long-term impact on HbA1c , particularly in those with high baseline HbA1c and in specific age groups, such as adolescents and young adults, are warranted. The potential impact on complications, is yet to be realized.
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Affiliation(s)
- L Leelarathna
- Manchester Diabetes Centre, Central Manchester University Hospitals NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester
- Division of Diabetes, Endocrinology and Gastroenterology, Faculty of Biology, Medicine and Health, University of Manchester, Manchester
| | - E G Wilmot
- Derby Teaching Hospitals NHS Foundation Trust, Royal Derby Hospital, Derby, UK
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1344
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Monnier L, Colette C, Owens DR. The application of simple metrics in the assessment of glycaemic variability. DIABETES & METABOLISM 2018; 44:313-319. [PMID: 29602622 DOI: 10.1016/j.diabet.2018.02.008] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 02/28/2018] [Indexed: 02/06/2023]
Abstract
The assessment of glycaemic variability (GV) remains a subject of debate with many indices proposed to represent either short- (acute glucose fluctuations) or long-term GV (variations of HbA1c). For the assessment of short-term within-day GV, the coefficient of variation for glucose (%CV) defined as the standard deviation adjusted on the 24-h mean glucose concentration is easy to perform and with a threshold of 36%, recently adopted by the international consensus on use of continuous glucose monitoring, separating stable from labile glycaemic states. More complex metrics such as the Low Blood Glucose Index (LBGI) or High Blood Glucose Index (HBGI) allow the risk of hypo or hyperglycaemic episodes, respectively to be assessed although in clinical practice its application is limited due to the need for more complex computation. This also applies to other indices of short-term intraday GV including the mean amplitude of glycemic excursions (MAGE), Shlichtkrull's M-value and CONGA. GV is important clinically as exaggerated glucose fluctuations are associated with an enhanced risk of adverse cardiovascular outcomes due primarily to hypoglycaemia. In contrast, there is at present no compelling evidence that elevated short-term GV is an independent risk factor of microvascular complications of diabetes. Concerning long-term GV there are numerous studies supporting its association with an enhanced risk of cardiovascular events. However, this association raises the question as to whether the impact of long-term variability is not simply the consequence of repeated exposure to short-term GV or ambient chronic hyperglycaemia. The renewed emphasis on glucose monitoring with the introduction of continuous glucose monitoring technologies can benefit from the introduction and application of simple metrics for describing GV along with supporting recommendations.
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Affiliation(s)
- L Monnier
- Institute of Clinical Research, University of Montpellier, 641, avenue du Doyen-Giraud, 34093 Montpellier cedex 5, France.
| | - C Colette
- Institute of Clinical Research, University of Montpellier, 641, avenue du Doyen-Giraud, 34093 Montpellier cedex 5, France
| | - D R Owens
- Diabetes Research Group, Institute of Life Science, Swansea University, Wales, UK
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1345
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Ziegler R, Neu A. Diabetes in Childhood and Adolescence. DEUTSCHES ARZTEBLATT INTERNATIONAL 2018; 115:146-156. [PMID: 29563012 PMCID: PMC5876549 DOI: 10.3238/arztebl.2018.0146] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Revised: 08/01/2017] [Accepted: 01/30/2018] [Indexed: 01/09/2023]
Abstract
BACKGROUND The incidence of type 1 diabetes mellitus in childhood and adolescence is steadily rising and now stands at 22.9 new cases per year per 100 000 persons up to age 15. METHODS This review is based on pertinent publications retrieved by a selective literature search, with special attention to the current German S3 guideline on diabetes in childhood and adolescence. RESULTS Polydipsia, polyuria, and weight loss are the characteristic presenting symptoms of diabetes mellitus. The acutely presenting patient needs immediate stabilization because of the danger of rapid metabolic decompensation (risk of keto - acidosis, 21.1%). Long-term insulin therapy can be delivered either by subcutaneous injection or by an insulin pump. The goals of treatment are the near-normalization of glucose metabolism (HbA1c <7.5%), the avoidance of acute complications (hypoglycemia and ketoacidosis), the reduction of diabetes-specific sequelae (retinopathy, nephropathy, neuropathy, hypertension, and hyperlipidemia), unrestricted participation in age-appropriate everyday activities, and normal physical and psychosocial development. Children and adolescents with diabetes need individualized treatment with frequent adjustments and holistic overall care so that these goals can be effectively met. CONCLUSION Every physician must be able to diagnose the initial presentation of diabetes and to initiate the first steps in its management. The patient should be referred as soon as possible to a diabetes team that has experience in the treatment of children and adolescents.
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1346
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Charleer S, Mathieu C, Nobels F, De Block C, Radermecker RP, Hermans MP, Taes Y, Vercammen C, T'Sjoen G, Crenier L, Fieuws S, Keymeulen B, Gillard P. Effect of Continuous Glucose Monitoring on Glycemic Control, Acute Admissions, and Quality of Life: A Real-World Study. J Clin Endocrinol Metab 2018; 103:1224-1232. [PMID: 29342264 DOI: 10.1210/jc.2017-02498] [Citation(s) in RCA: 132] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2017] [Accepted: 01/09/2018] [Indexed: 02/04/2023]
Abstract
CONTEXT Randomized controlled trials evaluating real-time continuous glucose monitoring (RT-CGM) patients with type 1 diabetes (T1D) show improved glycemic control, but limited data are available on real-world use. OBJECTIVE To assess impact of RT-CGM in real-world settings on glycemic control, hospital admissions, work absenteeism, and quality of life (QOL). DESIGN Prospective, observational, multicenter, cohort study. PARTICIPANTS A total of 515 adults with T1D on continuous subcutaneous insulin infusion (CSII) therapy starting in the Belgian RT-CGM reimbursement program. INTERVENTION Initiation of RT-CGM reimbursement. MAIN OUTCOME MEASURE Hemoglobin A1c (HbA1c) evolution from baseline to 12 months. RESULTS Between September 1, 2014, and December 31, 2016, 515 adults entered the reimbursement system. Over this period, 417 (81%) patients used RT-CGM for at least 12 months. Baseline HbA1c was 7.7 ± 0.9% (61 ± 9.8 mmol/mol) and decreased to 7.4 ± 0.8% (57 ± 8.7 mmol/mol) at 12 months (P < 0.0001). Subjects who started RT-CGM because of insufficient glycemic control showed stronger decrease in HbA1c at 4, 8, and 12 months compared with patients who started because of hypoglycemia or pregnancy. In the year preceding reimbursement, 16% of patients were hospitalized for severe hypoglycemia or ketoacidosis in contrast to 4% (P < 0.0005) the following year, with decrease in admission days from 54 to 18 per 100 patient years (P < 0.0005). In the same period, work absenteeism decreased and QOL improved significantly, with strong decline in fear of hypoglycemia. CONCLUSION Sensor-augmented pump therapy in patients with T1D followed in specialized centers improves HbA1c, fear of hypoglycemia, and QOL, whereas work absenteeism and admissions for acute diabetes complications decreased.
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Affiliation(s)
- Sara Charleer
- Department of Endocrinology, University Hospitals Leuven-Katholieke Universiteit Leuven, Leuven, Belgium
- PhD Fellowship Strategic Basic Research of the Research Foundation-Flanders (Fonds Wetenschappelijk Onderzoek), Brussels, Belgium
| | - Chantal Mathieu
- Department of Endocrinology, University Hospitals Leuven-Katholieke Universiteit Leuven, Leuven, Belgium
| | - Frank Nobels
- Department of Endocrinology, Onze-Lieve-Vrouw Hospital Aalst, Aalst, Belgium
| | - Christophe De Block
- Department of Endocrinology, Diabetology and Metabolism, University of Antwerp-Antwerp University Hospital, Antwerp, Belgium
| | - Regis P Radermecker
- Department of Diabetes, Nutrition and Metabolic Disorders, Centre Hospitalier Universitaire Liege-Liege University, Liege, Belgium
| | - Michel P Hermans
- Department of Endocrinology and Nutrition, Cliniques Universitaires St-Luc-Université Catholique de Louvain, Brussels, Belgium
| | - Youri Taes
- Department of Endocrinology, Algemeen Ziekenhuis Sint-Jan Brugge AV, Bruges, Belgium
| | - Chris Vercammen
- Department of Endocrinology, Imelda Hospital Bonheiden, Bonheiden, Belgium
| | - Guy T'Sjoen
- Department of Endocrinology, Ghent University Hospital, Ghent, Belgium
| | - Laurent Crenier
- Department of Endocrinology, Université Libre de Bruxelles-Hôpital Erasme, Brussels, Belgium
| | - Steffen Fieuws
- Department of Public Health and Primary Care, I-BioStat, KU Leuven-University of Leuven and Universiteit Hasselt, Leuven, Belgium
| | - Bart Keymeulen
- Diabeteskliniek, University Hospital Brussels-Vrije Universiteit Brussel, Brussels, Belgium
| | - Pieter Gillard
- Department of Endocrinology, University Hospitals Leuven-Katholieke Universiteit Leuven, Leuven, Belgium
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1347
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Affiliation(s)
- Sarit Polsky
- Barbara Davis Center for Diabetes, University of Colorado Denver, Aurora, Colorado
- Address correspondence to:SaritPolsky, MD, MPHBarbara Davis Center for DiabetesUniversity of Colorado Denver1775 Aurora Court, MS A140Aurora, CO 80045
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1348
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Affiliation(s)
- Thomas Danne
- 1 Diabetes Center for Children and Adolescents, Children's Hospital AUF DER BULT, Hannover, Germany
| | | | - Jan Bolinder
- 3 Department of Medicine, Karolinska University Hospital Huddinge, Karolinska Institute, Stockholm, Sweden
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1349
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Iqbal A, Novodvorsky P, Heller SR. Recent Updates on Type 1 Diabetes Mellitus Management for Clinicians. Diabetes Metab J 2018; 42:3-18. [PMID: 29504302 PMCID: PMC5842299 DOI: 10.4093/dmj.2018.42.1.3] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Accepted: 01/31/2018] [Indexed: 01/11/2023] Open
Abstract
Type 1 diabetes mellitus (T1DM) is a chronic autoimmune condition that requires life-long administration of insulin. Optimal management of T1DM entails a good knowledge and understanding of this condition both by the physician and the patient. Recent introduction of novel insulin preparations, technological advances in insulin delivery and glucose monitoring, such as continuous subcutaneous insulin infusion (CSII) and continuous glucose monitoring and improved understanding of the detrimental effects of hypoglycaemia and hyperglycaemia offer new opportunities and perspectives in T1DM management. Evidence from clinical trials suggests an important role of structured patient education. Our efforts should be aimed at improved metabolic control with concomitant reduction of hypoglycaemia. Despite recent advances, these goals are not easy to achieve and can put significant pressure on people with T1DM. The approach of physicians should therefore be maximally supportive. In this review, we provide an overview of the recent advances in T1DM management focusing on novel insulin preparations, ways of insulin administration and glucose monitoring and the role of metformin or sodium-glucose co-transporter 2 inhibitors in T1DM management. We then discuss our current understanding of the effects of hypoglycaemia on human body and strategies aimed at mitigating the risks associated with hypoglycaemia.
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Affiliation(s)
- Ahmed Iqbal
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Peter Novodvorsky
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Simon R Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK.
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Meldgaard T, Olesen SS, Farmer AD, Krogh K, Wendel AA, Brock B, Drewes AM, Brock C. Diabetic Enteropathy: From Molecule to Mechanism-Based Treatment. J Diabetes Res 2018; 2018:3827301. [PMID: 30306092 PMCID: PMC6165592 DOI: 10.1155/2018/3827301] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Accepted: 08/13/2018] [Indexed: 12/19/2022] Open
Abstract
The incidence of the micro- and macrovascular complications of diabetes is rising, mirroring the increase in the worldwide prevalence. Arguably, the most common microvascular complication is neuropathy, leading to deleterious changes in both the structure and function of neurons. Amongst the various neuropathies with the highest symptom burden are those associated with alterations in the enteric nervous system, referred to as diabetic enteropathy. The primary aim of this review is to provide a contemporaneous summary of pathophysiology of diabetic enteropathy thereby allowing a "molecule to mechanism" approach to treatment, which will include 4 distinct aspects. Firstly, the aim is to provide an overview of the diabetes-induced structural remodelling, biochemical dysfunction, immune-mediated alterations, and inflammatory properties of the enteric nervous system and associated structures. Secondly, the aim is to provide a synopsis of the clinical relevance of diabetic enteropathy. Thirdly, the aim is to discuss the various patient-reported outcome measures and the objective modalities for evaluating dysmotility, and finally, the aim is to outline the clinical management and different treatment options that are available. Given the burden of disease that diabetic enteropathy causes, earlier recognition is needed allowing prompt investigation and intervention, which may lead to improvements in quality of life for sufferers.
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Affiliation(s)
- Theresa Meldgaard
- Mech-Sense, Department of Clinical Medicine, Aalborg University, Department of Gastroenterology & Hepatology, Aalborg University Hospital, Mølleparkvej 4, 9000 Aalborg, Denmark
| | - Søren Schou Olesen
- Mech-Sense, Department of Clinical Medicine, Aalborg University, Department of Gastroenterology & Hepatology, Aalborg University Hospital, Mølleparkvej 4, 9000 Aalborg, Denmark
| | - Adam D. Farmer
- Centre for Digestive Diseases, Blizard Institute of Cell & Molecular Science, Wingate Institute of Neurogastroenterology, Barts and the London School of Medicine & Dentistry, Queen Mary University of London, London, 4 Newark Street, London E1 2AT, UK
- Department of Gastroenterology, University Hospitals of North Midlands, Stoke-on-Trent, Staffordshire ST4 6QJ, UK
| | - Klaus Krogh
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Palle Juul Jensens Boulevard, 8200 Aarhus N, Denmark
| | - Anne Astrid Wendel
- Mech-Sense, Department of Clinical Medicine, Aalborg University, Department of Gastroenterology & Hepatology, Aalborg University Hospital, Mølleparkvej 4, 9000 Aalborg, Denmark
| | - Birgitte Brock
- Steno Diabetes Center Copenhagen, The Capital Region of Denmark, Niels Steensens Vej 2-4, Building: NSK, 2820 Gentofte, Denmark
| | - Asbjørn Mohr Drewes
- Mech-Sense, Department of Clinical Medicine, Aalborg University, Department of Gastroenterology & Hepatology, Aalborg University Hospital, Mølleparkvej 4, 9000 Aalborg, Denmark
| | - Christina Brock
- Mech-Sense, Department of Clinical Medicine, Aalborg University, Department of Gastroenterology & Hepatology, Aalborg University Hospital, Mølleparkvej 4, 9000 Aalborg, Denmark
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