TY - JOUR
T1 - Implementation strategies for inpatient continuous glucose monitoring-based diabetes management
T2 - a systematic review
AU - Olsen, Mikkel T
AU - Liarakos, Alexandros L
AU - Wilmot, Emma G
AU - Dhatariya, Ketan
AU - Thabit, Hood
AU - Sánchez-García, David
AU - Nørgaard, Kirsten
AU - Pedersen-Bjergaard, Ulrik
AU - Hansen, Katrine B
AU - Vangoitsenhoven, Roman
AU - Mathieu, Chantal
AU - Kristensen, Peter L
AU - Mader, Julia K
N1 - © The Author(s) 2025. Published by Oxford University Press on behalf of the Endocrine Society. All rights reserved. For commercial re-use, please contact [email protected] for reprints and translation rights for reprints. All other permissions can be obtained through our RightsLink service via the Permissions link on the article page on our site—for further information please contact [email protected]. See the journal About page for additional terms.
PY - 2025/7/1
Y1 - 2025/7/1
N2 - INTRODUCTION: Continuous glucose monitoring (CGM) provides real-time glucose data that has revolutionized outpatient diabetes care; however, its impact on inpatient care remains limited, likely due to the lack of standardized CGM-based insulin titration protocols, implementation strategies, and proper familiarity with the technology, among others.METHODS: A systematic literature search was conducted on October 15, 2024, using PubMed and Embase, without a restriction on publication date. The search focused on CGM-based insulin titration protocols and related implementation strategies in non-intensive care unit (non-ICU) settings. This systematic review was registered with PROSPERO (RD42024596819).RESULTS: A total of 7625 references were screened. Nine protocols for inpatient CGM-based insulin titration and related implementation strategies were identified. Six protocols recommended a weight-based basal-bolus insulin regimen. Insulin titration on basal and bolus insulin was mostly done daily based on either clinical discretion or clearly defined insulin titration protocols. All protocols employed a hybrid approach, utilizing both CGM and finger prick glucose testing to guide glucose management. Diabetes-trained staff oversaw CGM-based insulin titration and glucose management in 5 protocols. CGM alarm settings varied widely, with hyperglycemic alarm thresholds between >13.9 and >22.2 mmol/L and hypoglycemia alarm thresholds between <3.9 and <5.0 mmol/L.CONCLUSION: We observed considerable variation in the detail and clarity provided by the reviewed protocols. This highlights the need for standardized operational protocols for CGM-based insulin titration and related implementation strategies to implement CGM effectively in non-ICU settings.
AB - INTRODUCTION: Continuous glucose monitoring (CGM) provides real-time glucose data that has revolutionized outpatient diabetes care; however, its impact on inpatient care remains limited, likely due to the lack of standardized CGM-based insulin titration protocols, implementation strategies, and proper familiarity with the technology, among others.METHODS: A systematic literature search was conducted on October 15, 2024, using PubMed and Embase, without a restriction on publication date. The search focused on CGM-based insulin titration protocols and related implementation strategies in non-intensive care unit (non-ICU) settings. This systematic review was registered with PROSPERO (RD42024596819).RESULTS: A total of 7625 references were screened. Nine protocols for inpatient CGM-based insulin titration and related implementation strategies were identified. Six protocols recommended a weight-based basal-bolus insulin regimen. Insulin titration on basal and bolus insulin was mostly done daily based on either clinical discretion or clearly defined insulin titration protocols. All protocols employed a hybrid approach, utilizing both CGM and finger prick glucose testing to guide glucose management. Diabetes-trained staff oversaw CGM-based insulin titration and glucose management in 5 protocols. CGM alarm settings varied widely, with hyperglycemic alarm thresholds between >13.9 and >22.2 mmol/L and hypoglycemia alarm thresholds between <3.9 and <5.0 mmol/L.CONCLUSION: We observed considerable variation in the detail and clarity provided by the reviewed protocols. This highlights the need for standardized operational protocols for CGM-based insulin titration and related implementation strategies to implement CGM effectively in non-ICU settings.
KW - Blood Glucose Self-Monitoring/methods
KW - Blood Glucose/analysis
KW - Continuous Glucose Monitoring
KW - Diabetes Mellitus/blood
KW - Glycemic Control/methods
KW - Humans
KW - Hypoglycemic Agents/administration & dosage
KW - Inpatients/statistics & numerical data
KW - Insulin/administration & dosage
KW - inpatient
KW - in-hospital
KW - insulin titration
KW - dose
KW - continuous glucose monitoring
KW - diabetes
UR - https://www.scopus.com/pages/publications/105009090262
U2 - 10.1210/clinem/dgaf074
DO - 10.1210/clinem/dgaf074
M3 - Review
C2 - 39918053
SN - 0021-972X
VL - 110
SP - e2411-e2419
JO - The Journal of clinical endocrinology and metabolism
JF - The Journal of clinical endocrinology and metabolism
IS - 7
ER -