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Divilly P, Martine-Edith G, Zaremba N, Søholm U, Mahmoudi Z, Cigler M, Ali N, Abbink EJ, Brøsen J, de Galan B, Pedersen-Bjergaard U, Vaag AA, McCrimmon RJ, Renard E, Heller S, Evans M, Mader JK, Amiel SA, Pouwer F, Choudhary P. Relationship Between Sensor-Detected Hypoglycemia and Patient-Reported Hypoglycemia in People With Type 1 and Insulin-Treated Type 2 Diabetes: The Hypo-METRICS Study. Diabetes Care 2024; 47:1769-1777. [PMID: 39207738 PMCID: PMC11417281 DOI: 10.2337/dc23-2332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 07/02/2024] [Indexed: 09/04/2024]
Abstract
OBJECTIVE Use of continuous glucose monitoring (CGM) has led to greater detection of hypoglycemia; the clinical significance of this is not fully understood. The Hypoglycaemia-Measurement, Thresholds and Impacts (Hypo-METRICS) study was designed to investigate the rates and duration of sensor-detected hypoglycemia (SDH) and their relationship with person-reported hypoglycemia (PRH) in people living with type 1 diabetes (T1D) and insulin-treated type 2 diabetes (T2D) with prior experience of hypoglycemia. RESEARCH DESIGN AND METHODS We recruited 276 participants with T1D and 321 with T2D who wore a blinded CGM and recorded PRH in the Hypo-METRICS app over 10 weeks. Rates of SDH <70 mg/dL, SDH <54 mg/dL, and PRH were expressed as median episodes per week. Episodes of SDH were matched to episodes of PRH that occurred within 1 h. RESULTS Median [interquartile range] rates of hypoglycemia were significantly higher in T1D versus T2D; for SDH <70 mg/dL (6.5 [3.8-10.4] vs. 2.1 [0.8-4.0]), SDH <54 mg/dL (1.2 [0.4-2.5] vs. 0.2 [0.0-0.5]), and PRH (3.9 [2.4-5.9] vs. 1.1 [0.5-2.0]). Overall, 65% of SDH <70 mg/dL was not associated with PRH, and 43% of PRH had no associated SDH. The median proportion of SDH associated with PRH in T1D was higher for SDH <70 mg/dL (40% vs. 22%) and SDH <54 mg/dL (47% vs. 25%) than in T2D. CONCLUSIONS The novel findings are that at least half of CGM hypoglycemia is asymptomatic, even below 54 mg/dL, and many reported symptomatic hypoglycemia episodes happen above 70 mg/dL. In the clinical and research setting, these episodes cannot be used interchangeably, and both need to be recorded and addressed.
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Affiliation(s)
- Patrick Divilly
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, U.K
- St. Vincent's University Hospital, Dublin, University College Dublin, Ireland
| | - Gilberte Martine-Edith
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, U.K
| | - Natalie Zaremba
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, U.K
| | - Uffe Søholm
- Medical & Science, Patient Focused Drug Development, Novo Nordisk A/S, Søborg, Denmark
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Zeinab Mahmoudi
- Data Science, Department of Pharmacometrics, Novo Nordisk A/S, Søborg, Denmark
| | - Monika Cigler
- Division of Endocrinology & Diabetology, Medical University of Graz, Graz, Austria
| | - Namam Ali
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Evertine J. Abbink
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Julie Brøsen
- Department of Endocrinology and Nephrology, Copenhagen University Hospital – North Zealand, Hillerød, Denmark
| | - Bastiaan de Galan
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), School for Cardiovascular Diseases, Maastricht University, Maastricht, the Netherlands
| | - Ulrik Pedersen-Bjergaard
- Department of Endocrinology and Nephrology, Copenhagen University Hospital – North Zealand, Hillerød, Denmark
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | | | - Rory J. McCrimmon
- Systems Medicine, School of Medicine, University of Dundee, Dundee, U.K
| | - Eric Renard
- Department of Endocrinology and Diabetes, Montpellier University Hospital, Montpellier, France
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Simon Heller
- Division of Clinical Medicine, School of Medicine & Population Health, University of Sheffield, Sheffield, U.K
| | - Mark Evans
- Wellcome - Medical Research Council Institute of Metabolic Science and Department of Medicine, University of Cambridge, Cambridge, U.K
| | - Julia K. Mader
- Division of Endocrinology & Diabetology, Medical University of Graz, Graz, Austria
| | - Stephanie A. Amiel
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, U.K
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Odense, Odense, Denmark
| | - Pratik Choudhary
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, U.K
- Diabetes Research Centre, University of Leicester, Leicester, U.K
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Rossi A, Montefusco L, Reseghetti E, Pastore IF, Rossi G, Usuelli V, Loretelli C, Boci D, Ben Nasr M, D'Addio F, Bucciarelli L, Argenti S, Morpurgo P, Lunati ME, Fiorina P. Daytime hypoglycemic episodes during the use of an advanced hybrid closed loop system. Diabetes Res Clin Pract 2023; 206:111011. [PMID: 37956944 DOI: 10.1016/j.diabres.2023.111011] [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: 09/11/2023] [Revised: 10/30/2023] [Accepted: 11/10/2023] [Indexed: 11/19/2023]
Abstract
AIMS The use of advanced hybrid closed loop systems is spreading due to the beneficial effects on glycometabolic control obtained in patients with type 1 diabetes. However, hypoglycemic episodes can be sometimes a matter of concern. We aim to compare the hypoglycemic risk of an advanced hybrid closed loop system and a predictive low glucose suspend sensor augmented pump. METHODS In this retrospective three months observational study, we included 30 patients using Medtronic Minimed™ 780G advanced hybrid closed loop system and 30 patients using a Medtronic Minimed™ predictive low glucose suspend sensor augmented pump. RESULTS The advanced hybrid closed loop system reduced the time spent above 180 mg/dL threshold and increased the time in range as compared to the predictive low glucose suspend. No severe hypoglycemia occurred in both groups and no differences were observed in the percentage of time spent below 70 mg/dl and 54 mg/dl glucose threshold. Nevertheless, more hypoglycemic episodes were recorded during daytime, but not in nighttime, with the use of the advanced hybrid closed loop system. CONCLUSIONS Our results confirmed the general improvement of glycemic outcomes obtained with the advanced hybrid closed loop system; however more hypoglycemic episodes during daytime were evident.
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Affiliation(s)
- Antonio Rossi
- Division of Endocrinology, ASST Fatebenefratelli-Sacco, Milan, Italy
| | - Laura Montefusco
- Division of Endocrinology, ASST Fatebenefratelli-Sacco, Milan, Italy
| | - Elia Reseghetti
- Dept. Biomedical and Clinical Sciences "L. Sacco", University of Milan, Milan, Italy
| | | | - Giada Rossi
- Dept. Biomedical and Clinical Sciences "L. Sacco", University of Milan, Milan, Italy
| | - Vera Usuelli
- Dept. Biomedical and Clinical Sciences "L. Sacco", University of Milan, Milan, Italy
| | - Cristian Loretelli
- Dept. Biomedical and Clinical Sciences "L. Sacco", University of Milan, Milan, Italy; International Center for T1D - Pediatric Clinical Research Center Romeo ed Enrica Invernizzi, Milan, Italy
| | - Denisa Boci
- Division of Endocrinology, ASST Fatebenefratelli-Sacco, Milan, Italy
| | - Moufida Ben Nasr
- Dept. Biomedical and Clinical Sciences "L. Sacco", University of Milan, Milan, Italy; International Center for T1D - Pediatric Clinical Research Center Romeo ed Enrica Invernizzi, Milan, Italy
| | - Francesca D'Addio
- Division of Endocrinology, ASST Fatebenefratelli-Sacco, Milan, Italy; Dept. Biomedical and Clinical Sciences "L. Sacco", University of Milan, Milan, Italy; International Center for T1D - Pediatric Clinical Research Center Romeo ed Enrica Invernizzi, Milan, Italy
| | | | - Sabrina Argenti
- Division of Endocrinology, ASST Fatebenefratelli-Sacco, Milan, Italy
| | - Paola Morpurgo
- Division of Endocrinology, ASST Fatebenefratelli-Sacco, Milan, Italy
| | | | - Paolo Fiorina
- Division of Endocrinology, ASST Fatebenefratelli-Sacco, Milan, Italy; Dept. Biomedical and Clinical Sciences "L. Sacco", University of Milan, Milan, Italy; International Center for T1D - Pediatric Clinical Research Center Romeo ed Enrica Invernizzi, Milan, Italy; Nephrology Division, Boston Children's Hospital, Harvard Medical School, Boston, MA, United States.
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3
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Brøsen JMB, Agesen RM, Kristensen PL, Alibegovic AC, Andersen HU, Beck-Nielsen H, Gustenhoff P, Hansen TK, Hedetoft C, Jensen T, Stolberg CR, Juhl CB, Lerche SS, Nørgaard K, Parving HH, Tarnow L, Thorsteinsson B, Pedersen-Bjergaard U. Effect of insulin degludec versus insulin glargine U100 on nocturnal glycaemia assessed by plasma glucose profiles in people with type 1 diabetes prone to nocturnal severe hypoglycaemia. Diabetes Obes Metab 2023; 25:1557-1565. [PMID: 36749303 DOI: 10.1111/dom.15003] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 02/02/2023] [Accepted: 02/02/2023] [Indexed: 02/08/2023]
Abstract
AIM To compare nocturnal glucose profiles according to hourly plasma glucose measurements during treatment with insulin degludec and insulin glargine U100 in a cohort of people with type 1 diabetes prone to nocturnal severe hypoglycaemia. MATERIALS AND METHODS The HypoDeg trial is a 2-year investigator-initiated, randomized, controlled crossover trial in 149 participants randomized to treatment with insulin degludec and insulin glargine U100 for 12 months each. The 51 participants in this predefined substudy stayed at least one night in hospital during each treatment arm for plasma glucose samples to be taken. Endpoints were glucose profiles, including mean plasma glucose, glycaemic variability and risk of hypoglycaemia. RESULTS There were no differences between treatments regarding mean plasma glucose. We saw a flatter glucose profile during insulin degludec compared with insulin glargine U100 treatment, which had a nadir at 4:00 AM, with a subsequent rise. During treatment with insulin degludec, the participants had lower glycaemic variability, with an estimated treatment difference of -4.3% (95% confidence interval [CI] -8.1 to -0.5; P < 0.05). Participants treated with insulin degludec were less likely to experience nocturnal hypoglycaemia below 3.0 mmol/L (hazard ratio 0.36 [95% CI 0.17-0.73; P < 0.05]). CONCLUSION Based on nocturnal plasma glucose measurements, treatment with insulin degludec compared with insulin glargine U100 administered in the evening results in lower glycaemic variability and lower risk of nocturnal hypoglycaemia without differences in mean plasma glucose.
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Affiliation(s)
- Julie Maria Bøggild Brøsen
- Department of Endocrinology and Nephrology, Copenhagen University Hospital-Nordsjaelland, Hillerød, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Rikke Mette Agesen
- Department of Endocrinology and Nephrology, Copenhagen University Hospital-Nordsjaelland, Hillerød, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Peter Lommer Kristensen
- Department of Endocrinology and Nephrology, Copenhagen University Hospital-Nordsjaelland, Hillerød, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Henrik Ullits Andersen
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Henning Beck-Nielsen
- Department of Endocrinology, Odense University Hospital, Odense, Denmark
- Faculty of Health and Sciences, Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | | | - Troels Krarup Hansen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Steno Diabetes Center Aarhus, Aarhus, Denmark
| | | | - Tonny Jensen
- Department of Medical Endocrinology, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | - Charlotte Røn Stolberg
- Department of Endocrinology, Odense University Hospital, Odense, Denmark
- Faculty of Health and Sciences, Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
- Department of Medicine, University Hospital South West Jutland, Esbjerg, Denmark
| | - Claus Bogh Juhl
- Faculty of Health and Sciences, Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
- Department of Medicine, University Hospital South West Jutland, Esbjerg, Denmark
- Steno Diabetes Center Odense, Odense, Denmark
| | - Susanne Søgaard Lerche
- Department of Diabetes and Hormonal Diseases, Lillebaelt Hospital Kolding, Kolding, Denmark
| | - Kirsten Nørgaard
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Endocrinology, Copenhagen University Hospital-Amager and Hvidovre, Hvidovre, Denmark
| | - Hans-Henrik Parving
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Medical Endocrinology, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | - Lise Tarnow
- Steno Diabetes Center Sjaelland, Holbaek, Denmark
- Department of Clinical Research, Copenhagen University Hospital-Nordsjaelland, Hillerød, Denmark
| | - Birger Thorsteinsson
- Department of Endocrinology and Nephrology, Copenhagen University Hospital-Nordsjaelland, Hillerød, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Ulrik Pedersen-Bjergaard
- Department of Endocrinology and Nephrology, Copenhagen University Hospital-Nordsjaelland, Hillerød, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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4
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Brøsen JMB, Agesen RM, Alibegovic AC, Ullits Andersen H, Beck-Nielsen H, Gustenhoff P, Krarup Hansen T, Hedetoft CGR, Jensen TJ, Stolberg CR, Bogh Juhl C, Lerche SS, Nørgaard K, Parving HH, Tarnow L, Thorsteinsson B, Pedersen-Bjergaard U. Continuous Glucose Monitoring-Recorded Hypoglycemia with Insulin Degludec or Insulin Glargine U100 in People with Type 1 Diabetes Prone to Nocturnal Severe Hypoglycemia. Diabetes Technol Ther 2022; 24:643-654. [PMID: 35467938 DOI: 10.1089/dia.2021.0567] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Background and Aims: Nocturnal hypoglycemia is mainly a consequence of inappropriate basal insulin therapy in type 1 diabetes (T1D) and may compromise optimal glycemic control. Insulin degludec is associated with a lower risk of nocturnal hypoglycemia in T1D. As nocturnal hypoglycemia is often asymptomatic, we applied continuous glucose monitoring (CGM) to detect a more precise occurrence of nocturnal hypoglycemia in the HypoDeg trial, comparing insulin degludec with insulin glargine U100 in people with T1D and previous nocturnal severe hypoglycemia. Materials and Methods: In the HypoDeg trial, 149 people with T1D were included in an open-label randomized cross-over trial. Sixty-seven participants accepted optional participation in the predefined substudy of 4 × 6 days of blinded CGM requiring completion of at least one CGM period in each treatment arm. CGM data were reviewed for hypoglycemic events. Results: Treatment with insulin degludec resulted in a relative rate reduction (RRR) of 36% (95% confidence interval [CI]: 10%-54%; P < 0.05) in nocturnal CGM-recorded hypoglycemia (≤3.9 mmol/L), corresponding to an absolute rate reduction (ARR) of 0.85 events per person-week. In nocturnal CGM-recorded hypoglycemia (≤3.0 mmol/L), we found an RRR of 53% (95% CI: 36%-65%; P < 0.001), corresponding to an ARR of 0.75 events per person-week. At the lower detection limit of the CGM (≤2.2 mmol/L), treatment with insulin degludec resulted in a significant RRR of 58% (95% CI: 23%-77%; P = 0.005). The reductions were primarily due to significant RRRs in asymptomatic hypoglycemia. Conclusion: In people with T1D, prone to nocturnal severe hypoglycemia, insulin degludec compared with insulin glargine U100 significantly reduces nocturnal CGM-recorded hypoglycemia. www.clinicaltrials.gov (#NCT02192450).
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Affiliation(s)
- Julie Maria Bøggild Brøsen
- Department of Endocrinology and Nephrology, Copenhagen University Hospital - North Zealand, Hillerød, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical & Sciences, University of Copenhagen, Denmark
| | - Rikke Mette Agesen
- Department of Endocrinology and Nephrology, Copenhagen University Hospital - North Zealand, Hillerød, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical & Sciences, University of Copenhagen, Denmark
- Department of Medical & Science, Novo Nordisk A/S, Søborg, Denmark
| | - Amra Ciric Alibegovic
- Department of Medical & Science, Novo Nordisk A/S, Søborg, Denmark
- Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Henrik Ullits Andersen
- Department of Clinical Medicine, Faculty of Health and Medical & Sciences, University of Copenhagen, Denmark
- Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Henning Beck-Nielsen
- Department of Endocrinology, Odense University Hospital, Odense, Denmark
- Department of Regional Health Research, Faculty of Health and Sciences, University of Southern Denmark, Odense, Denmark
| | | | - Troels Krarup Hansen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Steno Diabetes Center Aarhus, Aarhus, Denmark
| | | | - Tonny Joran Jensen
- Department of Clinical Medicine, Faculty of Health and Medical & Sciences, University of Copenhagen, Denmark
- Department of Medical Endocrinology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Charlotte Røn Stolberg
- Department of Endocrinology, Odense University Hospital, Odense, Denmark
- Department of Medicine, University Hospital South West Jutland, Esbjerg, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Claus Bogh Juhl
- Department of Medicine, University Hospital South West Jutland, Esbjerg, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Odense, Odense, Denmark
| | | | - Kirsten Nørgaard
- Department of Clinical Medicine, Faculty of Health and Medical & Sciences, University of Copenhagen, Denmark
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Endocrinology, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
| | - Hans-Henrik Parving
- Department of Clinical Medicine, Faculty of Health and Medical & Sciences, University of Copenhagen, Denmark
- Department of Medical Endocrinology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Lise Tarnow
- Department of Clinical Research, Copenhagen University Hospital - North Zealand, Hillerød, Denmark
- Steno Diabetes Center Zealand, Holbæk, Denmark
| | - Birger Thorsteinsson
- Department of Endocrinology and Nephrology, Copenhagen University Hospital - North Zealand, Hillerød, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical & Sciences, University of Copenhagen, Denmark
| | - Ulrik Pedersen-Bjergaard
- Department of Endocrinology and Nephrology, Copenhagen University Hospital - North Zealand, Hillerød, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical & Sciences, University of Copenhagen, Denmark
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