Molecular phenotypes of critical illness confer prognostic and biological enrichment in sub-Saharan Africa: a prospective cohort study from Uganda
Thorax, 2024
Cummings M., Lutwama J., Tomoiaga A., Owor N., Lu X., Ross J., Muwanga M., Nsereko C., Nayiga I., Nie K., Kayiwa J., Che X., Wayengera M., Kim-Schulze S., Lipkin W., O’Donnell M., Bakamutumaho B.
Disease area | Application area | Sample type | Products |
---|---|---|---|
Infectious Diseases | Patient Stratification | Serum | O Olink Target 96 |
Abstract
The generalisability of critical illness molecular phenotypes to low- and middle-income countries (LMICs) is unknown. We show that molecular phenotypes derived in high-income countries (hyperinflammatory and hypoinflammatory, reactive and uninflamed) stratify sepsis patients in Uganda by physiological severity, mortality risk and dysregulation of key pathobiological domains. A classifier model including data available at the LMIC bedside modestly discriminated phenotype assignment (area under the receiver operating characteristic curve (AUROC) 0.80, 95% CI 0.71 to 0.90 for hyperinflammatory vs hypoinflammatory; AUROC 0.74, 95% CI 0.65 to 0.83 for reactive vs uninflamed). Our findings highlight the potential for a globally relevant, clinicomolecular classification of critical illness and may support the inclusion of diverse populations in phenotype-targeted critical care trials. Improved laboratory capacity and access to rapid biomarker assays are likely necessary to optimise phenotype stratification in LMIC settings.