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Updated: Sep 8, 2025

A Neonatal Imaging Model of Gram-Negative Bacterial Sepsis
Published on: August 12, 2020
Risk Factors for Serious Bacterial Infections Among Young Infants With Hypothermia: Protocol for a Multicenter,
Sriram Ramgopal1, Paul Aronson2,3, Douglas Lorenz4
1Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, United States.
Insights
Hypothermia in infants may signal serious bacterial infection (SBI). This study aims to identify predictors of SBI in these infants to guide treatment and reduce unnecessary procedures.
Area of Science:
- Pediatric Emergency Medicine
- Infectious Diseases
- Neonatal Care
Background:
- Hypothermia in young infants presenting to the emergency department (ED) is a potential indicator of serious bacterial infection (SBI).
- Understanding the epidemiology of SBI in infants with hypothermia is crucial for developing effective diagnostic and management strategies.
- Improved prediction models can minimize unnecessary invasive procedures and antimicrobial exposure in infants.
Purpose of the Study:
- To describe the epidemiology of SBI and herpes simplex virus (HSV) in infants with hypothermia.
- To evaluate the predictive value of biomarkers for SBI in this population.
- To derive and validate a multivariable predictive model for SBI in infants with hypothermia.
Main Methods:
- Retrospective nested case-control study across 28 US pediatric EDs (2013-2022).
- Inclusion of infants with hypothermia (rectal temperature <36.5 °C), excluding those with fever, trauma, or cardiac arrest.
- Analysis includes descriptive statistics, receiver operator characteristic curves for biomarkers, and penalized mixed effects logistic regression for model development.
Main Results:
- Preliminary analysis of 45,673 infants (median age 25 days, 52.9% male) from 16 sites.
- Overall SBI rate of 0.7% (340 infants), with 103 cases of bacteremia or meningitis.
- Mortality rate of 2.1% in infants with SBI.
Conclusions:
- The study will utilize a consensus-based outcome measure for SBI and a case-control approach.
- A multicenter sample from US children's hospitals will be used.
- The findings aim to improve the management of young infants with hypothermia in the ED.
Background:
Hypothermia in young infants presenting to the emergency department (ED) may indicate a serious bacterial infection (SBI) such as a urinary tract infection, bacteremia, or bacterial meningitis. Improved understanding of the epidemiology of SBI in infants with hypothermia and the development of prediction models can help avoid unnecessary invasive procedures and antimicrobial exposure.
Objective:
The aim of the study is to (1) describe the epidemiology of SBI and herpes simplex virus (HSV) among infants with hypothermia, (2) assess the role of biomarkers in predicting SBI, and (3) derive and internally validate a multivariable predictive model for SBI among infants with hypothermia.
Methods:
The study is being conducted through the Pediatric Emergency Medicine Collaborative Research Committee as a retrospective nested case-control study. We will include infants with hypothermia (rectal temperature<36.5 °C) presenting to 1 of 28 pediatric EDs in the United States between January 1, 2013, and December 31, 2022. Exclusion criteria will include (1) fever in the ED or prior to ED arrival, (2) transfer from another health care facility, (3) technology dependence, (4) trauma, (5) skin and soft tissue infections, and (6) presentation in cardiac arrest. The primary outcomes will be culture-confirmed SBI (objectives 1-3) and HSV-positivity (objective 1). The analytic approach for each objective will be (1) to use descriptive statistics to summarize the epidemiology of SBI and HSV and clinical outcomes, (2) to compare biomarker parameters of infants with and without SBI and determine optimal cutoff values using a receiver operator characteristic curve, and (3) to develop a multivariable predictive model using penalized mixed effects logistic regression within a 1:3 case-control sample among infants in the cohort who had a blood culture obtained.
Results:
Data collection for this study is ongoing, with a collection of data from 21 hospitals at the time of protocol submission. Of 16 sites evaluated in preliminary analysis (n=45,673), the median age is 25 (IQR 6-52) days, and 24,182 (52.9%) are male. In total, 340 (0.7%) infants have an SBI, of whom 103 had bacteremia or meningitis. Mortality occurred in 7 (2.1%; 95% CI 0.9%-4.3%).
Conclusions:
We will use a consensus-based outcome measure for SBI with an established data acquisition pathway. We will use a multicenter sample from US children's hospitals, using a consensus-based outcome measure for SBI and a case-control approach to evaluate outcomes to improve the management of young infants with hypothermia in the ED.
International Registered Report Identifier (Irrid):
DERR1-10.2196/66722.
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