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Updated: Jul 10, 2025

A Neonatal Imaging Model of Gram-Negative Bacterial Sepsis
Published on: August 12, 2020
World Health Organization Danger Signs to predict bacterial sepsis in young infants: A pragmatic cohort study
Omolabake Akinseye1, Constantin R Popescu2,3, Msandeni Chiume-Kayuni4,5
1Department of Pediatrics, Faculty of Medicine, University of British Columbia, Vancouver, Canada.
Insights
Danger signs (DS) strongly predict mortality in infants with suspected sepsis but show limited association with bacterial sepsis. This suggests clinical signs alone may inaccurately estimate sepsis incidence and mortality in low-resource settings.
Area of Science:
- Pediatrics
- Infectious Diseases
- Global Health
Background:
- Bacterial sepsis is a critical concern in ill infants, necessitating effective triage tools.
- The World Health Organization (WHO) developed danger signs (DS) to aid front-line health workers in assessing infants with suspected sepsis.
- Accurate identification of bacterial sepsis is crucial for timely intervention and improved outcomes in neonates and young infants.
Purpose of the Study:
- To evaluate the predictive value of nine WHO danger signs (DS) for bacterial sepsis in young infants presenting with suspected sepsis.
- To assess the association between the number of DS and culture-proven bacterial sepsis and in-hospital mortality.
- To determine the utility of DS in a low-income country setting for triaging infants with suspected sepsis.
Main Methods:
- A pragmatic study was conducted in a regional hospital in Lilongwe, Malawi, from June 2018 to April 2020.
- Nine DS were evaluated in 401 infants younger than 3 months with suspected sepsis.
- Main outcomes included positive blood or cerebrospinal fluid (CSF) cultures for neonatal pathogens and in-hospital mortality.
Main Results:
- Among 401 infants, 41 had positive cultures for a neonatal pathogen, and 9.7% (39/401) experienced in-hospital mortality.
- Mortality was significantly higher in infants with bacterial sepsis (22.0%) compared to others (8.3%; p = 0.005).
- While DS were strongly associated with mortality (AUC: 0.756), their association with culture-positive bacterial sepsis was marginal (OR 1.22; p = 0.046), with only 'unable to feed' showing significant association (OR 2.25; p = 0.017).
Conclusions:
- Danger signs (DS) are strongly associated with mortality in infants with suspected sepsis but show limited predictive value for culture-proven bacterial sepsis.
- The findings suggest that relying solely on clinical signs may lead to inaccurate estimations of bacterial sepsis incidence and attributable mortality in low- and middle-income countries (LMICs).
- Further research is needed to refine diagnostic and triage strategies for neonatal sepsis in resource-limited settings.
Abstract:
Bacterial sepsis is generally a major concern in ill infants. To help triaging decisions by front-line health workers in these situations, the World Health Organization (WHO) has developed danger signs (DS). The objective of this study was to evaluate the extent to which nine DS predict bacterial sepsis in young infants presenting with suspected sepsis in a low-income country setting. The study pragmatically evaluated nine DS in infants younger than 3 months with suspected sepsis in a regional hospital in Lilongwe, Malawi, between June 2018 and April 2020. Main outcomes were positive blood or cerebrospinal fluid (CSF) cultures for neonatal pathogens, and mortality. Among 401 infants (gestational age [mean ± SD]: 37.1±3.3 weeks, birth weight 2865±785 grams), 41 had positive blood or CSF cultures for a neonatal pathogen. In-hospital mortality occurred in 9.7% of infants overall (N = 39/401), of which 61.5% (24/39) occurred within 48 hours of admission. Mortality was higher in infants with bacterial sepsis compared to other infants (22.0% [9/41] versus 8.3% [30/360]; p = 0.005). All DS were associated with mortality except for temperature instability and tachypnea, whereas none of the DS were significantly associated with bacterial sepsis, except for "unable to feed" (OR 2.25; 95%CI: 1.17-4.44; p = 0.017). The number of DS predicted mortality (OR: 1.75; 95%CI: 1.43-2.17; p<0.001; AUC: 0.756), but was marginally associated with positive cultures with a neonatal pathogen (OR 1.22; 95%CI: 1.00-1.49; p = 0.046; AUC: 0.743). The association between number of DS and mortality remained significant after adjusting for admission weight, the only statistically significant co-variable (OR 1.75 [95% CI: 1.39-2.23]; p<0.001). Considering all positive cultures including potential bacterial contaminants resulted a non-significant association between number of DS and sepsis (OR 1.09 [95% CI: 0.93-1.28]; p = 0.273). In conclusion, this study shows that DS were strongly associated with death, but were marginally associated with culture-positive pathogen sepsis in a regional hospital setting. These data imply that the incidence of bacterial sepsis and attributable mortality in infants in LMIC settings may be inaccurately estimated based on clinical signs alone.
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