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Pleus S, Eichenlaub M, Eriksson Boija E, Fokkert M, Hinzmann R, Jendle J, Klonoff DC, Makris K, Nichols JH, Pemberton J, Selvin E, Slingerland RJ, Thomas A, Tran NK, Witthauer L, Freckmann G. The Need for Standardization of Continuous Glucose Monitoring Performance Evaluation: An Opinion by the International Federation of Clinical Chemistry and Laboratory Medicine Working Group on Continuous Glucose Monitoring. J Diabetes Sci Technol 2024:19322968241296097. [PMID: 39540398 PMCID: PMC11571573 DOI: 10.1177/19322968241296097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
Metrics derived from continuous glucose monitoring (CGM) systems are often discordant between systems. A major cause is that CGM systems are not standardized; they use various algorithms and calibration methods, leading to discordant CGM readings across systems. This discordance can be addressed by standardizing CGM performance assessments: If manufacturers aim their CGM systems at the same target, then CGM readings will align across systems. This standardization should include the comparator device, sample origin, and study procedures. With better aligned CGM readings, CGM-derived metrics will subsequently also align better between systems.
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Affiliation(s)
- Stefan Pleus
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Manuel Eichenlaub
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Elisabet Eriksson Boija
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Equalis AB, Uppsala, Sweden
| | - Marion Fokkert
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Department of Clinical Chemistry, Isala Clinics, Zwolle, The Netherlands
| | - Rolf Hinzmann
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Lampertheim, Germany
| | - Johan Jendle
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - David C. Klonoff
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Diabetes Research Institute of Mills-Peninsula Medical Center, San Mateo, CA, USA
| | - Konstantinos Makris
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Clinical Biochemistry Department, KAT General Hospital, Athens, Greece
| | - James H. Nichols
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Vanderbilt University Medical Center, Nashville, TN, USA
| | - John Pemberton
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham, UK
| | - Elizabeth Selvin
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Robbert J. Slingerland
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Department of Clinical Chemistry, Isala Clinics, Zwolle, The Netherlands
| | - Andreas Thomas
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Independent Scientific Consulting, Pirna, Germany
| | - Nam K. Tran
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Department of Pathology and Laboratory Medicine, University of California Davis Health, Sacramento, CA, USA
| | - Lilian Witthauer
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Diabetes Center Berne, Bern, Switzerland
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital Bern, University of Bern, Bern, Switzerland
| | - Guido Freckmann
- Working Group on Continuous Glucose Monitoring, Scientific Division, The International Federation of Clinical Chemistry and Laboratory Medicine, Milano, Italy
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
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Zhou Y, Sardana D, Kuroko S, Haszard JJ, de Block MI, Weng J, Jefferies C, Wheeler BJ. Comparing the glycaemic outcomes between real-time continuous glucose monitoring (rt-CGM) and intermittently scanned continuous glucose monitoring (isCGM) among adults and children with type 1 diabetes: A systematic review and meta-analysis of randomized controlled trials. Diabet Med 2024; 41:e15280. [PMID: 38197238 DOI: 10.1111/dme.15280] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 12/12/2023] [Accepted: 12/22/2023] [Indexed: 01/11/2024]
Abstract
AIM To conduct a systematic review and meta-analysis of randomized controlled trials (RCTs) comparing the effectiveness of real-time continuous glucose monitoring (rtCGM) versus intermittently scanned continuous glucose monitoring (isCGM) on key glycaemic metrics (co-primary outcomes HbA1c and time-in-range [TIR] 70-180 mg/dL, 3.9-10.0 mmol/L) among people with type 1 diabetes (T1D). METHODS Medline, PubMed, Scopus, Web of Science and Cochrane Central Register of clinical trials were searched. Inclusion criteria were RCTs; T1D populations of any age and insulin regimen; comparing any type of rtCGM with isCGM (only the first generation had been compared to date); and reporting the glycaemic outcomes. Glycaemic outcomes were extracted post-intervention and expressed as mean differences and 95% CIs between the two comparators. Results were pooled using a random-effect meta-analysis. The risk of bias was assessed using the Cochrane RoB2 tool. The quality of evidence was assessed by the GRADE approach. RESULTS Five RCTs met the inclusion criteria (4 parallel and 1 crossover design; 4 with CGM use <8 weeks), involving 446 participants (354 adults; 92 children and adolescents). Overall, meta-analysis showed rtCGM compared to isCGM improved absolute TIR by +7.0% (95% CI: 5.8%-8.3%, I2 = 0%, p < 0.01) accompanied by a favorable effect on time-below-range <70 mg/dL (3.9 mmol/L) - 1.7% (95%CI: -3.0% to -0.4%; p = 0.03). No differences were seen regarding HbA1c. CONCLUSIONS This meta-analysis highlights that for people with T1D, rtCGM confers benefits over isCGM primarily related to increased TIR, with improvements in hypo- and hyperglycaemia.
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Affiliation(s)
- Yongwen Zhou
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
- Department of Endocrinology, Institute of Endocrine and Metabolic Diseases, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Clinical Research Hospital of Chinese Academy of Sciences (Hefei), University of Science and Technology of China, Hefei, Anhui, China
| | - Divesh Sardana
- Division of Pediatric Dentistry, Department of Developmental Sciences, Oklahoma University Health Sciences Center, Oklahoma, USA
| | - Sarahmarie Kuroko
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | | | - Martin I de Block
- Department of Paediatrics, University of Otago, Christchurch, New Zealand
- Department of Paediatrics, Te Whatu Ora -Waitaha, New Zealand
| | - Jianping Weng
- Department of Endocrinology, Institute of Endocrine and Metabolic Diseases, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Clinical Research Hospital of Chinese Academy of Sciences (Hefei), University of Science and Technology of China, Hefei, Anhui, China
| | - Craig Jefferies
- Starship Child Health, Te Whatu Ora - Health New Zealand, Te Toka Tumai Auckland
- Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Benjamin John Wheeler
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
- Paediatric Endocrinology, Te Whatu Ora/Health New Zealand - Southern, Dunedin, New Zealand
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Ramos-Levi AM, Rubio-Herrera MA, Matía-Martín P, Pérez-Ferre N, Marcuello C, Sánchez-Pernaute A, Torres-García AJ, Calle-Pascual AL. Mixed Meal Tolerance Test Versus Continuous Glucose Monitoring for an Effective Diagnosis of Persistent Post-Bariatric Hypoglycemia. J Clin Med 2023; 12:4295. [PMID: 37445330 DOI: 10.3390/jcm12134295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 05/31/2023] [Accepted: 06/24/2023] [Indexed: 07/15/2023] Open
Abstract
Gastric bypass determines an increase in incretin secretion and glucose excursions throughout the day and may sometimes entail the development of severe post-bariatric hypoglycemia (PBH). However, there is no consensus on the gold standard method for its diagnosis. In this study, we evaluated the usefulness of a mixed meal tolerance test (MMTT) and continuous glucose monitoring (CGM) for the diagnosis of PBH, defined as glucose levels <54 mg/dL (3.0 mmol/L). We found that hypoglycemia occurred in 60% of patients after the MMTT and in 75% during CGM, and it was predominantly asymptomatic. The MMTT confirmed the diagnosis of PBH in 88.9%of patients in whom surgery had been performed more than three years ago, in comparison to 36.4% in cases with a shorter postsurgical duration. CGM diagnosed nocturnal asymptomatic hypoglycemia in 70% of patients, and daytime postprandial hypoglycemia in 25% of cases. The mean duration of asymptomatic hypoglycemia was more than 30 min a day. Patients with ≥2% of their CGM readings with hypoglycemia exhibited a higher degree of glucose variability than those with <1% of the time in hypoglycemia. Our results show that the MMTT may be a useful dynamic test to confirm the occurrence of hypoglycemia in a large number of patients with persistent and recurrent PBH during long-term follow-up after gastric bypass. CGM, on its part, helps identify hypoglycemia in the real-world setting, especially nocturnal asymptomatic hypoglycemia, bringing to light that PBH is not always postprandial.
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Affiliation(s)
- Ana M Ramos-Levi
- Departament of Endocrinology and Nutrition, Hospital La Princesa, Instituto de Investigación Princesa, Universidad Autónoma de Madrid, 28049 Madrid, Spain
| | - Miguel A Rubio-Herrera
- Departament of Endocrinology and Nutrition, Hospital Clínico San Carlos, IdISSC, 28040 Madrid, Spain
- Faculty of Medicine, Department of Medicine, Universidad Complutense, 28040 Madrid, Spain
| | - Pilar Matía-Martín
- Departament of Endocrinology and Nutrition, Hospital Clínico San Carlos, IdISSC, 28040 Madrid, Spain
- Faculty of Medicine, Department of Medicine, Universidad Complutense, 28040 Madrid, Spain
| | - Natalia Pérez-Ferre
- Departament of Endocrinology and Nutrition, Hospital Clínico San Carlos, IdISSC, 28040 Madrid, Spain
- Faculty of Medicine, Department of Medicine, Universidad Complutense, 28040 Madrid, Spain
| | - Clara Marcuello
- Departament of Endocrinology and Nutrition, Hospital Clínico San Carlos, IdISSC, 28040 Madrid, Spain
| | - Andrés Sánchez-Pernaute
- Department of Surgery, Hospital Clínico San Carlos, IdISSC, Faculty of Medicine, Universidad Complutense, 28040 Madrid, Spain
| | - Antonio J Torres-García
- Department of Surgery, Hospital Clínico San Carlos, IdISSC, Faculty of Medicine, Universidad Complutense, 28040 Madrid, Spain
| | - Alfonso L Calle-Pascual
- Departament of Endocrinology and Nutrition, Hospital Clínico San Carlos, IdISSC, 28040 Madrid, Spain
- Faculty of Medicine, Department of Medicine, Universidad Complutense, 28040 Madrid, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), 28040 Madrid, Spain
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