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Šumnik Z, Pavlíková M, Neuman V, Petruželková L, Konečná P, Venháčová P, Škvor J, Pomahačová R, Neumann D, Vosáhlo J, Strnadel J, Kocourková K, Obermannová B, Šantová A, Plachý L, Průhová S, Cinek O. Glycemic Control by Treatment Modalities: National Registry-Based Population Data in Children and Adolescents with Type 1 Diabetes. Horm Res Paediatr 2023; 97:70-79. [PMID: 37100041 DOI: 10.1159/000530833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Accepted: 04/17/2023] [Indexed: 04/28/2023] Open
Abstract
INTRODUCTION The aim of the study was to assess the differences in key parameters of type 1 diabetes (T1D) control associated with treatment and monitoring modalities including newly introduced hybrid closed-loop (HCL) algorithm in children and adolescents with T1D (CwD) using the data from the population-wide pediatric diabetes registry ČENDA. METHODS CwD younger than 19 years with T1D duration >1 year were included and divided according to the treatment modality and type of CGM used: multiple daily injection (MDI), insulin pump without (CSII) and with HCL function, intermittently scanned continuous glucose monitoring (isCGM), real-time CGM (rtCGM), and intermittent or no CGM (noCGM). HbA1c, times in glycemic ranges, and glucose risk index (GRI) were compared between the groups. RESULTS Data of a total of 3,251 children (mean age 13.4 ± 3.8 years) were analyzed. 2,187 (67.3%) were treated with MDI, 1,064 (32.7%) with insulin pump, 585/1,064 (55%) with HCL. The HCL users achieved the highest median TIR 75.4% (IQR 6.3) and lowest GRI 29.1 (7.8), both p < 0.001 compared to other groups, followed by MDI rtCGM and CSII groups with TIR 68.8% (IQR 9.0) and 69.0% (7.5), GRI 38.8 (12.5) and 40.1 (8.5), respectively (nonsignificant to each other). These three groups did not significantly differ in their HbA1c medians (51.8 [IQR 4.5], 50.7 [4.5], and 52.7 [5.7] mmol/mol, respectively). NoCGM groups had the highest HbA1c and GRI and lowest TIR regardless of the treatment modality. CONCLUSION This population-based study shows that the HCL technology is superior to other treatment modalities in CGM-derived parameters and should be considered as a treatment of choice in all CwD fulfilling the indication criteria.
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Affiliation(s)
- Zdenek Šumnik
- Department of Pediatrics, Motol University Hospital and 2nd Faculty of Medicine, Prague, Czechia
| | - Marketa Pavlíková
- Department of Probability and Mathematical Statistics, Faculty of Mathematics and Physics, Charles University, Prague, Czechia
| | - Vit Neuman
- Department of Pediatrics, Motol University Hospital and 2nd Faculty of Medicine, Prague, Czechia
| | - Lenka Petruželková
- Department of Pediatrics, Motol University Hospital and 2nd Faculty of Medicine, Prague, Czechia
| | - Petra Konečná
- Department of Pediatrics, University Hospital Brno, Brno, Czechia
| | - Petra Venháčová
- Department of Pediatrics, University Hospital Olomouc, Olomouc, Czechia
| | - Jaroslav Škvor
- Department of Pediatrics, Masaryk Hospital, Ústí nad Labem, Czechia
| | - Renata Pomahačová
- Department of Pediatrics, University Hospital Pilsen, Pilsen, Czechia
| | - David Neumann
- Department of Pediatrics, University Hospital Hradec Králové, Hradec Králové, Czechia
| | - Jan Vosáhlo
- Department of Pediatrics, 3rd Faculty of Medicine, Prague, Czechia
| | - Jiri Strnadel
- Department of Pediatrics, University Hospital Ostrava, Ostrava, Czechia
| | - Kamila Kocourková
- Department of Pediatrics, Hospital České Budějovice, České Budějovice, Czechia
| | - Barbora Obermannová
- Department of Pediatrics, Motol University Hospital and 2nd Faculty of Medicine, Prague, Czechia
| | - Alzbeta Šantová
- Department of Pediatrics, Motol University Hospital and 2nd Faculty of Medicine, Prague, Czechia
- 1st Faculty of Medicine, Prague, Czechia
| | - Lukas Plachý
- Department of Pediatrics, Motol University Hospital and 2nd Faculty of Medicine, Prague, Czechia
| | - Stepanka Průhová
- Department of Pediatrics, Motol University Hospital and 2nd Faculty of Medicine, Prague, Czechia
| | - Ondrej Cinek
- Department of Pediatrics, Motol University Hospital and 2nd Faculty of Medicine, Prague, Czechia
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Chrzanowski J, Grabia S, Michalak A, Wielgus A, Wykrota J, Mianowska B, Szadkowska A, Fendler W. GlyCulator 3.0: A Fast, Easy-to-Use Analytical Tool for CGM Data Analysis, Aggregation, Center Benchmarking, and Data Sharing. Diabetes Care 2023; 46:e3-e5. [PMID: 36356162 PMCID: PMC9918444 DOI: 10.2337/dc22-0534] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 10/12/2022] [Indexed: 11/12/2022]
Affiliation(s)
- Jędrzej Chrzanowski
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| | - Szymon Grabia
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| | - Arkadiusz Michalak
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
- Department of Pediatrics, Diabetology, Endocrinology and Nephrology, Medical University of Lodz, Lodz, Poland
| | - Anna Wielgus
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| | - Julia Wykrota
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| | - Beata Mianowska
- Department of Pediatrics, Diabetology, Endocrinology and Nephrology, Medical University of Lodz, Lodz, Poland
| | - Agnieszka Szadkowska
- Department of Pediatrics, Diabetology, Endocrinology and Nephrology, 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
- Corresponding author: Wojciech Fendler,
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Matejko B, Juza A, Kieć-Wilk B, Cyranka K, Krzyżowska S, Chen X, Cohen O, Da Silva J, Malecki MT, Klupa T. Transitioning of People With Type 1 Diabetes From Multiple Daily Injections and Self-Monitoring of Blood Glucose Directly to MiniMed 780G Advanced Hybrid Closed-Loop System: A Two-Center, Randomized, Controlled Study. Diabetes Care 2022; 45:2628-2635. [PMID: 35972259 PMCID: PMC9862281 DOI: 10.2337/dc22-0470] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 07/25/2022] [Indexed: 02/05/2023]
Abstract
OBJECTIVE The aim of this study was to evaluate the outcomes of transitioning to the MiniMed 780G advanced hybrid closed-loop (AHCL) system in adult individuals with type 1 diabetes mellitus (T1DM) naive to continuous subcutaneous insulin infusion (CSII) and continuous glucose monitoring (CGM) technologies. RESEARCH DESIGN AND METHODS This was a two-center, randomized, controlled, parallel-group trial with evaluation of individuals with T1DM aged 26-60 years managed with multiple daily injections (MDI) and self-monitoring of blood glucose (BGM) with HbA1c <10%. RESULTS A total of 41 participants were recruited and randomized to either the AHCL (n = 20) or the MDI+BGM (n = 21) group, and 37 participants (mean ± SD age 40.3 ± 8.0 years, duration of diabetes 17.3 ± 12.1 years, BMI 25.1 ± 3.1 kg/m2, HbA1c 7.2 ± 1.0%) completed the study. Time spent with glucose levels in target range increased from 69.3 ± 12.3% at baseline to 85.0 ± 6.3% at 3 months in the AHCL group, while remaining unchanged in the control group (treatment effect 21.5% [95% CI 15.7, 27.3]; P < 0.001). The time with levels below range (<70 mg/dL) decreased from 8.7 ± 7.3% to 2.1 ± 1.7% in the AHCL group and remained unchanged in the MDI+BGM group (treatment effect -4.4% [95% CI -7.4, -2.1]; P < 0.001). Participants from the AHCL group also had significant improvements in HbA1c levels (treatment effect -0.6% [95% CI -0.9, -0.2]; P = 0.005) and in quality of life (QoL) in specific subscales compared with the MDI+BGM group. CONCLUSIONS People with T1DM naive to CSII and CGM technologies initiating AHCL significantly and safely improved their glycemic control, as well as their QoL and psychological well-being.
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Affiliation(s)
- Bartłomiej Matejko
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
- University Hospital in Krakow, Krakow, Poland
| | - Anna Juza
- Clinical Provincial Hospital of Frederic Chopin No. 1 in Rzeszów, Rzeszów, Poland
- College of Medical Sciences, University of Rzeszów, Rzeszów, Poland
| | - Beata Kieć-Wilk
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
- University Hospital in Krakow, Krakow, Poland
| | - Katarzyna Cyranka
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
- University Hospital in Krakow, Krakow, Poland
- Department of Psychiatry, Jagiellonian University Medical College, Krakow, Poland
| | | | | | - Ohad Cohen
- Medtronic International Trading Sàrl, Tolochenaz, Switzerland
| | - Julien Da Silva
- Medtronic International Trading Sàrl, Tolochenaz, Switzerland
| | - Maciej T. Malecki
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
- University Hospital in Krakow, Krakow, Poland
| | - Tomasz Klupa
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
- University Hospital in Krakow, Krakow, Poland
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Seget S, Rusak E, Polanska J, Jarosz-Chobot P. Prospective Open-Label, Single-Arm, Single-Center Follow-Up Study of the Application of the Advanced Hybrid Closed Loop System in Well-Controlled Children and Adolescents with Type 1 Diabetes. Diabetes Technol Ther 2022; 24:824-831. [PMID: 35852811 PMCID: PMC9618370 DOI: 10.1089/dia.2022.0148] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background: The aim of this prospective open-label single-arm single-center follow-up study was to analyze glycemic control in children and adolescents with type 1 diabetes treated with the advanced hybrid closed loop (AHCL) system in relation to a sensor-augmented pump with low-glucose suspend (SAP-LGS) or predictive low-glucose suspend (SAP-PLGS). Materials and Methods: The data for 50 children and adolescents (age 5.5-19.6 years) with type 1 diabetes, receiving insulin through an AHCL system after being switched from SAP-LGS/PLGS systems, were included in the analysis. The SAP-LGS/PLGS records from 2 weeks preceding the AHCL connection were compared with the records from the first 4 weeks of AHCL use, represented as two separate 2-week intervals. Results: Significant improvements in most of the parameters, namely time spent in the range of 70-140 mg/dL (from 53.80% ± 12.35% to 61.70% ± 8.42%, P < 0.001) and 70-180 mg/dL (from 76.17% ± 10.28% to 81.32% ± 7.71%, P < 0.001), average sensor glucose (from 138.61 ± 16.66 to 130.02 ± 10.91 mg/dL, P < 0.001), and glucose management indicator (from 6.54% ± 0.45% to 6.27% ± 0.29%, P = 0.001), were observed within 2 weeks of switching to the AHCL. More evident improvements were observed for the parameters monitored at night than during the day. The potential limitations of this study were the short observation time, lack of glycated hemoglobin measurements, and no control arm. Conclusion: The AHCL system can significantly improve glycemic control even in well-controlled children and adolescents with type 1 diabetes by increasing the proportion of time spent in the narrower range of 70-140 mg/dL and decreasing the mean glucose concentration, especially during the night.
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Affiliation(s)
- Sebastian Seget
- Department of Children's Diabetology, Medical University of Silesia, Katowice, Poland
| | - Ewa Rusak
- Department of Children's Diabetology, Medical University of Silesia, Katowice, Poland
| | - Joanna Polanska
- Department of Data Science and Engineering, Silesian University of Technology, Gliwice, Poland
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Psychiatric comorbidities in pediatric monogenic diabetes due to GCK mutation and their impact on the diabetes-related quality of life compared with type 1 diabetes. J Acad Consult Liaison Psychiatry 2022; 63:548-556. [DOI: 10.1016/j.jaclp.2022.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 02/22/2022] [Accepted: 03/27/2022] [Indexed: 11/15/2022]
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