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Development of the PIP score: A metric for predicting Intensive Care Unit admission among patients undergoing
Daniel W Kitua1, Ramadhani H Khamisi1, Mohammed S A Salim2
1Department of Surgery, Muhimbili University of Health and Allied Sciences, United Nations Rd., P.O. Box 65001, Upanga, Dar es Salaam, Tanzania.
Insights
A new scoring tool, the Post-emergency laparotomy ICU admission Predictive (PIP) score, helps identify patients needing intensive care after emergency surgery. This tool aids in resource allocation for critical surgical patients.
Area of Science:
- Surgical critical care
- Intensive care medicine
- Health services research
Background:
- Emergency laparotomy is a common surgical procedure with significant postoperative intensive care needs.
- Limited resources, guidelines, and triaging tools hinder access to Intensive Care Unit (ICU) services for these patients.
Purpose of the Study:
- To develop a feasible Post-emergency laparotomy ICU admission Predictive (PIP) scoring tool.
- To aid in the triaging of patients following emergency laparotomy.
Main Methods:
- A case-control study involving 108 emergency laparotomy patients.
- Logistic regression analysis identified perioperative predictors of ICU admission.
- The PIP score was developed using significant variables from the regression model.
Main Results:
- Key predictors for ICU admission included worsening ASA-PS, lower preoperative temperature, higher preoperative pulse rate, and intraoperative blood transfusion.
- The PIP score (0-4) effectively stratified patients into low-intermediate (<3) and high (≥3) prediction groups.
- The scoring system demonstrated excellent predictive ability (AUC=0.91).
Conclusions:
- The PIP score is a valuable adjunct for postoperative triaging of emergency laparotomy patients.
- Further validation studies are recommended to confirm its utility.
Background:
Emergency laparotomy cases account for a significant proportion of the surgical caseload requiring postoperative intensive care. However, access to Intensive Care Unit (ICU) services has been limited by the scarcity of resources, lack of guidelines, and paucity of triaging tools.
Objective:
This study aimed at developing a feasible Post-emergency laparotomy ICU admission Predictive (PIP) scoring tool.
Methodology:
A case-control study utilizing the records of 108 patients who underwent emergency laparotomy was conducted. The primary outcome was the postoperative disposition status. Cases were defined as emergency laparotomy patients admitted to the ICU. The control group constituted patients admitted to the general ward. Logistic regression analysis was performed to identify the perioperative predictors of outcome. The PIP score was developed as a composite of each statistically significant variable remaining in the final logistic regression model.
Results:
The significant positive predictors of ICU admission included a worsening American Society of Anesthesiologists - Physical Status, decreasing preoperative baseline axillary temperature, increasing preoperative baseline pulse rate, and intraoperative blood-product transfusion. The scoring system incorporating the identified predictors was presented as a numeric scale ranging from zero to four. Two levels of prediction were defined with reference to the optimum cut-off value; a score of <3 (low-intermediate prediction) and a score of ≥3 (high prediction [OR = 37.00, 95% CI = 11.22-122.02, p <0.001]). The score demonstrated an excellent predictive ability on the Receiver Operator Characteristic Curve (Area Under the Curve = 0.91, 95% CI = 0.851-0.973, p <0.001).
Conclusion:
The PIP score proves useful as a feasible postoperative triaging adjunct for emergency laparotomy cases. Nonetheless, further validation studies are required.
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