Type 2 & other diabetes

Novel Inpatient Automated Self-Adjusting Subcutaneous Insulin Algorithm: 3-Year Experience. An Observational Study

J Clin Endocrinol MetabPublished Retrospective cohort study

Authors' conclusion

Patients had a lower proportion of both hypoglycemic and severely hyperglycemic measurements when their blood glucose levels were managed using the SQIA than when managed using conventional physician-driven insulin orders.

Study context

Population
Adult inpatients with hyperglycemia who were nil per os (NPO), on enteral tube feedings or on total parental nutrition (TPN), September 3, 2020 to September 2, 2023
Participants
5,031 intervals
Exposure
Automated self-adjusting SC rapid-acting insulin algorithm (SQIA) vs conventional insulin treatment (CI)
Outcome
Proportion of q4 hour point-of-care (POC) glucose levels in ranges: hypoglycemia (<70 mg/dL), in range (71-180 mg/dL), moderate hyperglycemia (181-250 mg/dL), severe hyperglycemia (>250 mg/dL)

Main finding

As reported in the abstract

Proportion of POC glucose values in ranges
SQIA vs CIDifference (CI)P value
Hypoglycemia (<70 mg/dL): 0.65% vs 1.10%
−0.45%(−0.62 to −0.28%)
P < 0.001
Severe hyperglycemia (>250 mg/dL): 5.40% vs 6.65%
−1.25%(−2.03% to −0.46%)
P = 0.002

Observational data: associations, not effects.

Further findings

Severe hyperglycemia rates lower with SQIA, particularly with high-dose glucocorticoids
11.1% lower

Safety

OutcomeSQIACIDifference (CI)P value
Hypoglycemia (<70 mg/dL), proportion of glucose values0.65%1.10%−0.45% (−0.62 to −0.28%)P < 0.001

Original publication

Novel Inpatient Automated Self-Adjusting Subcutaneous Insulin Algorithm: 3-Year Experience. An Observational Study. J Clin Endocrinol Metab. Published 24 June 2025. doi:10.1210/clinem/dgaf376

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