Association between continuous glucose monitoring metrics and clinical outcomes in adults with type 1 diabetes in a real-world setting

被引:2
作者
Mcqueen, Robert Brett [1 ]
Perez-Nieves, Magaly [2 ,4 ]
Alonso, G. Todd [3 ]
Fan, Ludi [2 ]
Hankosky, Emily R. [2 ]
Shah, Viral N. [3 ]
Yan, Yuer [2 ]
Ellis, Samuel L. [1 ,3 ]
Juneja, Rattan [2 ]
机构
[1] Univ Colorado Anschutz, Aurora, CO 80045 USA
[2] Eli Lilly & Co, Indianapolis, IN 46285 USA
[3] Univ Colorado, Barbara Davis Ctr Diabet, Anschutz Med Campus, Aurora, CO 80403 USA
[4] Eli Lilly & Co, Lilly Corp Ctr, Indianapolis, IN 46285 USA
关键词
Continuous glucose monitoring; Glycemic variability; Hypoglycemia; Real-world evidence; Time in range; Type; 1; diabetes; HYPOGLYCEMIA; VARIABILITY;
D O I
10.1016/j.diabres.2024.111690
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims: Continuous glucose monitoring (CGM) metrics can assist diabetes management. Consensus statements recommend > 70 % time in range (TIR) and <= 36 % glucose coefficient of variation (CV). However, how these targets perform in clinical practice is unknown. This retrospective, longitudinal cohort study analyzed relationships between TIR, CV, glycated hemoglobin (HbA1c), and hypoglycemia in a real-world setting. Methods: Data of 542 adults with type 1 diabetes who used CGM (January 2014-July 2020) were analyzed. Associations between TIR and HbA1c at the same and subsequent visits, incidence rate ratios (IRRs) for hypoglycemia at different CVs, and number of hypoglycemic events at cross-sections of HbA1c and CV were estimated by regression. Results: TIR was inversely related to HbA1c; for every 10 % increase in TIR, HbA1c was significantly reduced by 0.34 % (4 mmol/mol) and 0.20 % (2 mmol/mol) at the same and subsequent visits, respectively. Level 2 hypoglycemia was significantly reduced at CV < 30 %, 30-33 %, 33.1-36 %, and 36.1-40 %: adjusted IRRs vs CV >= 40.1 % of 0.14, 0.28, 0.32, and 0.50, respectively. Hypoglycemic events were reduced at lower CV across HbA1c levels and at higher HbA1c across CV levels. Conclusion: This study quantifies HbA1c improvements with increased TIR and hypoglycemia reductions with improved CV in clinical practice.
引用
收藏
页数:7
相关论文
共 21 条
[1]   Impact of Different Types of Data Loss on Optimal Continuous Glucose Monitoring Sampling Duration [J].
Akturk, Halis Kaan ;
Herrero, Pau ;
Oliver, Nick ;
Wise, Haley ;
Eikermann, Emma ;
Snell-Bergeon, Janet ;
Shah, Viral N. .
DIABETES TECHNOLOGY & THERAPEUTICS, 2022, 24 (10) :749-753
[2]   Need for Regulatory Change to Incorporate Beyond A1C Glycemic Metrics [J].
Alexander, Charles M. ;
Amiel, Stephanie ;
Beck, Roy ;
Bergenstal, Richard M. ;
Bloomgarden, Zachary ;
Brown, Adam ;
Buckingham, Bruce ;
Cefalu, William T. ;
Close, Kelly L. ;
Chin, Isabel ;
Danne, Thomas ;
DeSalvo, Daniel ;
Dickinson, Jane K. ;
Fitts, Emily ;
Frier, Brian ;
Gabbay, Robert A. ;
Grunberger, George ;
Hirsch, Irl ;
Home, Philip ;
Kowalski, Aaron ;
Laffel, Lori ;
McCall, Anthony ;
Parkin, Christopher G. ;
Peters, Anne L. ;
Ratner, Robert ;
Van der Schueren, Bart ;
Wood, Richard .
DIABETES CARE, 2018, 41 (06) :E92-E94
[3]   Clinical Targets for Continuous Glucose Monitoring Data Interpretation: Recommendations From the International Consensus on Time in Range [J].
Battelino, Tadej ;
Danne, Thomas ;
Bergenstal, Richard M. ;
Amiel, Stephanie A. ;
Beck, Roy ;
Biester, Torben ;
Bosi, Emanuele ;
Buckingham, Bruce A. ;
Cefalu, William T. ;
Close, Kelly L. ;
Cobelli, Claudio ;
Dassau, Eyal ;
DeVries, J. Hans ;
Donaghue, Kim C. ;
Dovc, Klemen ;
Doyle, Francis J. ;
Garg, Satish ;
Grunberger, George ;
Heller, Simon ;
Heinemann, Lutz ;
Hirsch, Irl B. ;
Hovorka, Roman ;
Jia, Weiping ;
Kordonouri, Olga ;
Kovatchev, Boris ;
Kowalski, Aaron ;
Laffel, Lori ;
Levine, Brian ;
Mayorov, Alexander ;
Mathieu, Chantal ;
Murphy, Helen R. ;
Nimri, Revital ;
Norgaard, Kirsten ;
Parkin, Christopher G. ;
Renard, Eric ;
Rodbard, David ;
Saboo, Banshi ;
Schatz, Desmond ;
Stoner, Keaton ;
Urakami, Tatsuiko ;
Weinzimer, Stuart A. ;
Phillip, Moshe .
DIABETES CARE, 2019, 42 (08) :1593-1603
[4]   The Relationship Between Percent Time <70 mg/dL and Percent Time <54 mg/dL Measured by Continuous Glucose Monitoring [J].
Beck, Roy W. ;
Raghinaru, Dan ;
Calhoun, Peter ;
Bergenstal, Richard M. .
DIABETES TECHNOLOGY & THERAPEUTICS, 2023, 25 (03) :157-160
[5]  
Beck Roy W, 2021, Diabetes Spectr, V34, P102, DOI [10.2337/ds20-0090, 10.2337/ds20-0090]
[6]  
Beck Roy W, 2019, J Diabetes Sci Technol, V13, P614, DOI [10.1177/1932296818822496, 10.1177/1932296818822496]
[7]   The Fallacy of Average: How Using HbA1c Alone to Assess Glycemic Control Can Be Misleading [J].
Beck, Roy W. ;
Connor, Crystal G. ;
Mullen, Deborah M. ;
Wesley, David M. ;
Bergenstal, Richard M. .
DIABETES CARE, 2017, 40 (08) :994-999
[8]   Long-term visit-to-visit glycemic variability as predictor of micro- and macrovascular complications in patients with type 2 diabetes: The Rio de Janeiro Type 2 Diabetes Cohort Study [J].
Cardoso, C. R. L. ;
Leite, N. C. ;
Moram, C. B. M. ;
Salles, G. F. .
CARDIOVASCULAR DIABETOLOGY, 2018, 17
[9]   International Consensus on Use of Continuous Glucose Monitoring [J].
Danne, Thomas ;
Nimri, Revital ;
Battelino, Tadej ;
Bergenstal, Richard M. ;
Close, Kelly L. ;
DeVries, J. Hans ;
Garg, Satish ;
Heinemann, Lutz ;
Hirsch, Irl ;
Amiel, Stephanie A. ;
Beck, Roy ;
Bosi, Emanuele ;
Buckingham, Bruce ;
Cobelli, Claudio ;
Dassau, Eyal ;
Doyle, Francis J., III ;
Heller, Simon ;
Hovorka, Roman ;
Jia, Weiping ;
Jones, Tim ;
Kordonouri, Olga ;
Kovatchev, Boris ;
Kowalski, Aaron ;
Laffel, Lori ;
Maahs, David ;
Murphy, Helen R. ;
Norgaard, Kirsten ;
Parkin, Christopher G. ;
Renard, Eric ;
Saboo, Banshi ;
Scharf, Mauro ;
Tamborlane, William V. ;
Weinzimer, Stuart A. ;
Phillip, Moshe .
DIABETES CARE, 2017, 40 (12) :1631-1640
[10]   Glycemic Targets: Standards of Care in Diabetes-2023 [J].
ElSayed, Nuha A. ;
Aleppo, Grazia ;
Aroda, Vanita R. ;
Bannuru, Raveendhara R. ;
Brown, Florence M. ;
Bruemmer, Dennis ;
Collins, Billy S. ;
Hilliard, Marisa E. ;
Isaacs, Diana ;
Johnson, Eric L. ;
Kahan, Scott ;
Khunti, Kamlesh ;
Leon, Jose ;
Lyons, Sarah K. ;
Perry, Mary Lou ;
Prahalad, Priya ;
Pratley, Richard E. ;
Seley, Jane Jeffrie ;
Stanton, Robert C. ;
Gabbay, Robert A. .
DIABETES CARE, 2023, 46 :S97-S110