Clinical Subphenotypes of Staphylococcus aureus Bacteremia

Author:

Swets Maaike C12,Bakk Zsuzsa3,Westgeest Annette C1,Berry Karla45,Cooper George4,Sim Wynne6,Lee Rui Shian6,Gan Tze Yi6,Donlon William6,Besu Antonia6,Heppenstall Emily4,Tysall Luke7,Dewar Simon57,de Boer Mark18,Fowler Vance G910,Dockrell David H4,Thwaites Guy E1112,Pujol Miquel131415,Pallarès Natàlia1617,Tebé Cristian16,Carratalà Jordi13141518,Szubert Alexander19,Groeneveld Geert H120,Russell Clark D47ORCID

Affiliation:

1. Department of Infectious Diseases, Leiden University Medical Center, Leiden University , Leiden , The Netherlands

2. Roslin Institute, University of Edinburgh , Edinburgh , United Kingdom

3. Department of Methodology and Statistics, Leiden University , Leiden , The Netherlands

4. Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh , Edinburgh , United Kingdom

5. Clinical Infection Research Group, Western General Hospital , Edinburgh , United Kingdom

6. Edinburgh Medical School, University of Edinburgh , Edinburgh , United Kingdom

7. Medical Microbiology, Royal Infirmary of Edinburgh , Edinburgh , United Kingdom

8. Department of Clinical Epidemiology, Leiden University Medical Center , Leiden , The Netherlands

9. Division of Infectious Diseases and International Health, Department of Medicine, Duke University School of Medicine , Durham, North Carolina , USA

10. Duke Clinical Research Institute , Durham, North Carolina , USA

11. Oxford University Clinical Research Unit , Ho Chi Minh City , Vietnam

12. Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford , Oxford , United Kingdom

13. Department of Infectious Diseases, Bellvitge University Hospital, L´Hospitalet de LLobregat , Barcelona , Spain

14. Bellvitge Biomedical Research Institute, L’Hospitalet de Llobregat , Barcelona , Spain

15. Centro de Investigación Biomédica en Red de Enfermedades Infecciosas, Instituto de Salud Carlos III , Madrid , Spain

16. Biostatistics Support and Research Unit, Germans Trias i Pujol Research Institute and Hospital , Badalona , Spain

17. Department of Basic Clinical Practice, School of Medicine and Health Sciences, University of Barcelona , Barcelona , Spain

18. Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona , Barcelona , Spain

19. MRC Clinical Trials Unit, University College London , London , United Kingdom

20. Department of Internal Medicine–Acute Internal Medicine, Leiden University Medical Center , Leiden , The Netherlands

Abstract

Abstract Background Staphylococcus aureus bacteremia (SAB) is a clinically heterogeneous disease. The ability to identify subgroups of patients with shared traits (subphenotypes) is an unmet need to allow patient stratification for clinical management and research. We aimed to test the hypothesis that clinically relevant subphenotypes can be reproducibly identified among patients with SAB. Methods We studied 3 cohorts of adults with monomicrobial SAB: a UK retrospective observational study (Edinburgh cohort, n = 458), the UK ARREST trial (n = 758), and the Spanish SAFO trial (n = 214). Latent class analysis was used to identify subphenotypes using routinely collected clinical data without considering outcomes. Mortality and microbiologic outcomes were then compared between subphenotypes. Results Included patients had predominantly methicillin-susceptible SAB (1366 of 1430, 95.5%). We identified 5 distinct, reproducible clinical subphenotypes: (A) SAB associated with older age and comorbidity, (B) nosocomial intravenous catheter-associated SAB in younger people without comorbidity, (C) community-acquired metastatic SAB, (D) SAB associated with chronic kidney disease, and (E) SAB associated with injection drug use. Survival and microbiologic outcomes differed between the subphenotypes. Mortality was highest in subphenotype A and lowest in subphenotypes B and E. Microbiologic outcomes were worse in subphenotype C. In a secondary analysis of the ARREST trial, adjunctive rifampicin was associated with increased mortality in subphenotype B and improved microbiologic outcomes in subphenotype C. Conclusions We have identified reproducible and clinically relevant subphenotypes within SAB and provide proof of principle of differential treatment effects. Through clinical trial enrichment and patient stratification, these subphenotypes could contribute to a personalized medicine approach to SAB.

Funder

NHS

National Institute for Health Research

Department of Health

Publisher

Oxford University Press (OUP)

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