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Published on: September 20, 2019
Predictors of insulin requirements among hospitalized adults receiving parenteral nutrition
Kelly A Roehl1, Kristen Lach, Anne E Coltman
1Rush University Medical Center, Chicago, Illinois.
Insights
Parenteral nutrition (PN) insulin therapy is predicted by diabetes mellitus, obesity, ICU admission, and elevated blood glucose levels. These factors help identify patients needing insulin during PN treatment.
Area of Science:
- Clinical Nutrition
- Endocrinology
- Quality Improvement
Background:
- Parenteral nutrition (PN) is crucial for patients unable to receive nutrients orally.
- Insulin therapy is often required during PN to manage hyperglycemia.
- Predicting the need for PN insulin can optimize patient care and resource allocation.
Purpose of the Study:
- To identify factors that predict the requirement for insulin therapy in patients receiving PN.
- To improve the management of blood glucose levels in patients on PN.
Main Methods:
- Retrospective analysis of 1388 adult patients receiving PN from 2009-2012.
- Statistical analysis including chi-squared tests, Student t tests, and logistic regression.
- Evaluation of demographic, medical, and PN-specific data to identify predictors.
Main Results:
- Diabetes mellitus (DM) diagnosis, overweight/obesity (BMI ≥25.0 kg/m²), and ICU admission were significant predictors.
- Elevated blood glucose (BG) on PN start day (>120 mg/dL) and mean BG during PN (>180 mg/dL) strongly correlated with insulin need.
- Hemoglobin A1c (A1c) ≥5.7% was a significant predictor of PN insulin requirements.
Conclusions:
- DM diagnosis, obesity, ICU admission, and specific blood glucose parameters predict the need for insulin during PN.
- Early identification of these factors at PN initiation can guide insulin therapy decisions.
- This quality improvement project provides valuable insights for managing hyperglycemia in PN patients.
Objective:
The objective of this quality improvement project was to determine factors predictive of parenteral nutrition (PN) insulin therapy.
Methods:
Patients receiving PN at a tertiary care academic medical center between January 1, 2009, and December 1, 2012, 18 years or older were included. Variables collected included demographics, medical information, and PN-specific data. χ(2) and Student t tests were used to determine differences between patients who did and did not require PN insulin. Odds ratios (ORs) with 95% confidence intervals (CIs) were used to determine associations between characteristics. Stepwise forward logistic regression was used determine the best predictors of PN insulin.
Results:
A total of 1388 patients were started on PN. After adjusting for potential confounders, strong associations existed between PN insulin requirements and diabetes mellitus (DM) diagnosis (OR, 8.90; 95% CI, 4.98-15.90, P < .001), overweight/obese status (body mass index ≥25.0 kg/m(2)) (OR, 2.12; 95% CI, 1.04-4.30, P = .04), intensive care unit (ICU) admission (OR, 1.79; 95% CI, 1.03-3.11, P = .04), blood glucose (BG) on day of PN start >120 mg/dL (OR, 2.32; 95% CI, 1.32-4.05, P = .003), mean BG >180 mg/dL while receiving PN (OR, 6.10; 95% CI, 2.18-17.04, P = .001), and hemoglobin A1c (A1c) ≥5.7% (OR, 3.18; 95% CI, 1.84-5.50, P < .001). Among variables available at PN initiation, DM diagnosis (P < .001), A1c ≥5.7% (P < .001), BG >120 mg/dL on PN start day (P < .001), and ICU admission (P < .001) predicted the need for PN insulin.
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