Prolonged Nocturnal Hypoglycemia Is Common During 12 Months of Continuous Glucose Monitoring in Children and Adults With Type 1 Diabetes
Open accessAbstract
OBJECTIVE: To characterize the amount of nocturnal hypoglycemia and evaluate factors associated with nocturnal hypoglycemia assessed with continuous glucose monitoring (CGM) in adults and children with type 1 diabetes who participated in the Juvenile Diabetes Research Foundation CGM randomized clinical trial. RESEARCH DESIGN AND METHODS: The analysis included 36,467 nights with ≥4 h of CGM glucose readings between 12 midnight and 6:00 a.m. from 176 subjects assigned to the CGM group of the trial. The percentage of nights in which hypoglycemia occurred (two consecutive CGM readings ≤60 mg/dl in 20 min) was computed for each subject. Associations with baseline characteristics and clinical factors were evaluated using a multivariate regression model. RESULTS: Hypoglycemic events occurred during 8.5% of nights, with the median percentage of nights with hypoglycemia per subject being 7.4% (interquartile range 3.7–12.1%). The duration of hypoglycemia was ≥2 h on 23% of nights with hypoglycemia. In a multivariate model, a higher incidence of nocturnal hypoglycemia was associated with 1) lower baseline A1C levels (P < 0.001) and 2) the occurrence of hypoglycemia on one or more nights during baseline blinded CGM (P < 0.001). The hypoglycemia frequency was not associated with age or with insulin modality (pump versus multiple daily injections). CONCLUSIONS: Nocturnal hypoglycemia is frequent and often prolonged in adults and children with type 1 diabetes. Patients with low A1C levels are at an increased risk for its occurrence. One week of blinded CGM can identify patients who are at greater risk for nocturnal hypoglycemia.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In a second study, continuous glucose monitoring lowered nocturnal hypoglycaemia in children (<18 years) with type 1 diabetes, compared with self-monitored blood glucose.
“In a second study, continuous glucose monitoring lowered nocturnal hypoglycaemia in children (<18 years) with type 1 diabetes, compared with self-monitored blood glucose.92”
From Type 1 diabetes (2014) · cites this paper as [92]
The Research Design and Methods section includes children with type 1 diabetes, but this analysis uses only participants assigned to the CGM group. The Results report nocturnal hypoglycemia during CGM use; they do not compare it with self-monitored blood glucose or show that CGM lowered it in children. No page numbers are available in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Evidence based medicine: what it is and what it isn't
Sackett, D. L., Rosenberg, W. M. C., Gray, J. A. M., Haynes, R. B., & Richardson, W. S. (1996) · BMJ · doi:10.1136/bmj.312.7023.71 · Cited by 15,769 · see citing works
Continuous glucose monitoring and intensive treatment of type 1 diabetes
(2008) · New England Journal of Medicine · doi:10.1056/nejmoa0805017 · Cited by 1,559 · see citing works
Effectiveness of Sensor-Augmented Insulin-Pump Therapy in Type 1 Diabetes
Bergenstal, R. M., Tamborlane, W. V., Ahmann, A., Buse, J. B., Dailey, G., Davis, S. N., Joyce, C., Peoples, T., Perkins, B. A., Welsh, J. B., et al. (2010) · New England Journal of Medicine · doi:10.1056/nejmoa1002853 · Cited by 894 · see citing works
Epidemiology of severe hypoglycemia in the diabetes control and complications trial
(1991) · The American Journal of Medicine · doi:10.1016/0002-9343(91)80085-z · Cited by 807 · see citing works
Fear of hypoglycemia: quantification, validation, and utilization
Cox, D. J., Irvine, A., Gonder-Frederick, L., Nowacek, G., & Butterfield, J. (1987) · Diabetes Care · doi:10.2337/diacare.10.5.617 · Cited by 579 · see citing works
The effect of continuous glucose monitoring in well-controlled type 1 diabetes
Juvenile Diabetes Research Foundation Continuous Glucose Monitoring Study Group (2009) · Diabetes Care · doi:10.2337/dc09-0108 · Cited by 399 · see citing works
Self-citationDavis, E. A., Keating, B., Byrne, G. C., Russell, M., & Jones, T. W. (1997) · Diabetes Care · doi:10.2337/diacare.20.1.22 · Cited by 273 · see citing works
Efficacy and safety of oxandrolone in growth hormone-treated girls with Turner syndrome
Menke, L. A., Sas, T. C. J., de Muinck Keizer-Schrama, S. M. P. F., Zandwijken, G. R. J., de Ridder, M. A. J., Odink, R. J., Jansen, M., Delemarre-van de Waal, H. A., Stokvis-Brantsma, W. H., Waelkens, J. J., et al. (2010) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2009-1821 · Cited by 94 · see citing works
Flagged first, then by citations
Research works printed but not linked: 16
- [3]Sovik O Thordarson H: Dead-in-bed syndrome in young diabetic patients. Diabetes Care 1999; 22(Suppl. 2): B40– B42 10097898
- [4]McMahon SK Ferreira LD Ratnam N Davey RJ Youngs LM Davis EA Fournier PA Jones TW: Glucose requirements to maintain euglycemia after moderate-intensity afternoon exercise in adolescents with type 1 diabetes are increased in a biphasic manner. J Clin Endocrinol Metab 2007; 92: 963– 968 17118993
- [5]Diabetes Research in Children Network (DirecNet) Study Group. The effects of aerobic exercise on glucose and counterregulatory hormone concentrations in children with type 1 diabetes. Diabetes Care 2006; 29: 20– 25 16373890 PMC2396943
- [6]Diabetes Research in Children Network (DirecNet) Study Group. Impaired overnight counterregulatory hormone responses to spontaneous hypoglycemia in children with type 1 diabetes. Pediatr Diabetes 2007; 8: 199– 205 17659061 PMC1986771
- [7]Jones TW Porter P Sherwin RS Davis EA O'Leary P Frazer F Byrne G Stick S Tamborlane WV: Decreased epinephrine responses to hypoglycemia during sleep. N Engl J Med 1998; 338: 1657– 1662 9614256
- [8]Wilson D Chase HP Kollman C Xing D Caswell K Tansey M Fox L Weinzimer S Beck R Ruedy K Tamborlane W: Diabetes Research in Children Network (DirecNet) Study Group. Low-fat vs. high-fat bedtime snacks in children and adolescents with type 1 diabetes. Pediatr Diabetes 2008; 9: 320– 325 18768036 PMC2593894
- [9]Boland E Monsod T Delucia M Brandt CA Fernando S Tamborlane WV: Limitations of conventional methods of self-monitoring of blood glucose: lessons learned from 3 days of continuous glucose sensing in pediatric patients with type 1 diabetes. Diabetes Care 2001; 24: 1858– 1862 11679447
- [10]Diabetes Research In Children Network (DirecNet) Study Group. Impact of exercise on overnight glycemic control in children with type 1 diabetes mellitus. J Pediatr 2005; 147: 528– 534 16227041 PMC2258153
- [11]Kaufman FR Austin J Neinstein A Jeng L Halvorson M Devoe DJ Pitukcheewanont P: Nocturnal hypoglycemia detected with the continuous glucose monitoring system in pediatric patients with type 1 diabetes. J Pediatr 2002; 141: 625– 630 12410189
- [12]Wentholt IM Maran A Masurel N Heine RJ Hoekstra JB DeVries JH: Nocturnal hypoglycaemia in type 1 diabetic patients, assessed with continuous glucose monitoring: frequency, duration and associations. Diabet Med 2007; 24: 527– 532 17381503
- [13]Wiltshire EJ Newton K McTavish L: Unrecognised hypoglycaemia in children and adolescents with type 1 diabetes using the continuous glucose monitoring system: prevalence and contributors. J Paediatr Child Health 2006; 42: 758– 763 17096709
- [14]Woodward A Weston P Casson IF Gill GV: Nocturnal hypoglycaemia in type 1 diabetes—frequency and predictive factors. QJM 2009; 102: 603– 607 19574471
- [15]Buckingham B Wilson DM Lecher T Hanas R Kaiserman K Cameron F: Duration of nocturnal hypoglycemia before seizures. Diabetes Care 2008; 31: 2110– 2112 18694975 PMC2571056
- [18]Juvenile Diabetes Research Foundation Continuous Glucose Monitoring Study Group. Sustained benefit of continuous glucose monitoring on HbA1c, glucose profiles, and hypoglycemia in adults with type 1 diabetes. Diabetes Care 2009; 32: 2047– 2049 19675193 PMC2768224
- [19]JDRF CGM Study Group. JDRF randomized clinical trial to assess the efficacy of real-time continuous glucose monitoring in the management of type 1 diabetes: research design and methods. Diabetes Technol Ther 2008; 10: 310– 321 18828243
- [21]Wilson DM Beck RW Tamborlane WV Dontchev MJ Kollman C Chase P Fox LA Ruedy KJ Tsalikian E Weinzimer SA: DirecNet Study Group. The accuracy of the FreeStyle Navigator continuous glucose monitoring system in children with type 1 diabetes. Diabetes Care 2007; 30: 59– 64 17192334 PMC1764630
Cited by
Sorted by citations
Atkinson, M. A., Eisenbarth, G. S., & Michels, A. W. (2014) · The Lancet · doi:10.1016/s0140-6736(13)60591-7 · Cited by 2,713 · see citing works
Cryer, P. E., Davis, S. N., & Shamoon, H. (2003) · Diabetes Care · doi:10.2337/diacare.26.6.1902 · Cited by 1,160 · see citing works
Peters, A., Laffel, L., & the American Diabetes Association Transitions Working Group (2011) · Diabetes Care · doi:10.2337/dc11-1723 · Cited by 581 · see citing works
Insulin Pump Therapy With Automated Insulin Suspension in Response to Hypoglycemia
Choudhary, P., Shin, J., Wang, Y., Evans, M. L., Hammond, P. J., Kerr, D., Shaw, J. A. M., Pickup, J. C., & Amiel, S. A. (2011) · Diabetes Care · doi:10.2337/dc10-2411 · Cited by 175 · see citing works
Haidar, A., Legault, L., Dallaire, M., Alkhateeb, A., Coriati, A., Messier, V., Cheng, P., Millette, M., Boulet, B., & Rabasa-Lhoret, R. (2013) · Canadian Medical Association Journal · doi:10.1503/cmaj.121265 · Cited by 167 · see citing works
Sherr, J. L., Cengiz, E., Palerm, C. C., Clark, B., Kurtz, N., Roy, A., Carria, L., Cantwell, M., Tamborlane, W. V., & Weinzimer, S. A. (2013) · Diabetes Care · doi:10.2337/dc13-0010 · Cited by 125 · see citing works
Managing diabetes in preschool children
Sundberg, F., Barnard, K., Cato, A., de Beaufort, C., DiMeglio, L. A., Dooley, G., Hershey, T., Hitchcock, J., Jain, V., Weissberg-Benchell, J., et al. (2017) · Pediatric Diabetes · doi:10.1111/pedi.12554 · Cited by 91 · see citing works
Temporal occurrences and recurrence patterns of hypoglycemia during hospitalization
Ulmer, B. J., Kara, A., & Mariash, C. N. (2015) · Endocrine Practice · doi:10.4158/ep14355.or · Cited by 28 · see citing works
- Authors
- Juvenile Diabetes Research Foundation Continuous Glucose Monitoring Study Group
- Affiliations
- Juvenile Diabetes Research Foundation (CA)
- Corresponding author
- Juvenile Diabetes Research Foundation Continuous Glucose Monitoring Study Group
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2010-03-03
- Volume
- 33
- Issue
- 5
- Pages
- 1004-1008
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- PMC
- PMC2858162
- OpenAlex
- W2337375610
- Cited by
- 180
- References
- 8
- Citations by year
- 2026: 5 · 2025: 3 · 2024: 5 · 2023: 7 · 2022: 6 · 2021: 8 · 2020: 16 · 2019: 10 · 2018: 11 · 2017: 7 · 2016: 9 · 2015: 12 · 2014: 13 · 2013: 21 · 2012: 17
- FWCI
- 16.22
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Diabetes Care (publishedVersion, cc-by-nc-nd)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Funders
- National Institute of Diabetes and Digestive and Kidney Diseases (K08DK082386)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Diabetes and associated disorders
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Keywords
- nocturnal hypoglycemia, type 1 diabetes, continuous glucose monitoring, hypoglycemia duration, glycemic control, HbA1c, risk factors, children and adults, insulin pump therapy, multiple daily insulin injections
- MeSH terms
- Adolescent, Adult, Blood Glucose, Child, Circadian Rhythm, Diabetes Mellitus, Type 1, Female, Glycated Hemoglobin, Humans, Hypoglycemia, Hypoglycemic Agents, Injections, Subcutaneous, Insulin, Insulin Infusion Systems, Male, Middle Aged, Risk Factors, Blood Glucose Self-Monitoring, Incidence, Multivariate Analysis, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review