Development and Validation of the Phoenix Criteria for Pediatric Sepsis and Septic Shock

Author:

Sanchez-Pinto L. Nelson1,Bennett Tellen D.2,DeWitt Peter E.3,Russell Seth3,Rebull Margaret N.3,Martin Blake2,Akech Samuel4,Albers David J.56,Alpern Elizabeth R.7,Balamuth Fran8,Bembea Melania9,Chisti Mohammod Jobayer10,Evans Idris11,Horvat Christopher M.11,Jaramillo-Bustamante Juan Camilo12,Kissoon Niranjan13,Menon Kusum14,Scott Halden F.15,Weiss Scott L.1617,Wiens Matthew O.181920,Zimmerman Jerry J.21,Argent Andrew C.22,Sorce Lauren R.23,Schlapbach Luregn J.2425,Watson R. Scott26,Biban Paolo27,Carrol Enitan28,Chiotos Kathleen29,Flauzino De Oliveira Claudio30,Hall Mark W.31,Inwald David32,Ishimine Paul33,Levin Michael34,Lodha Rakesh35,Nadel Simon36,Nakagawa Satoshi37,Peters Mark J.38,Randolph Adrienne G.39,Ranjit Suchitra40,Souza Daniela Carla41,Tissieres Pierre42,Wynn James L.43,

Affiliation:

1. Departments of Pediatrics (Critical Care) and Preventive Medicine (Health and Biomedical Informatics), Northwestern University Feinberg School of Medicine, and Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois

2. Departments of Biomedical Informatics and Pediatrics (Critical Care Medicine), University of Colorado School of Medicine, and Children’s Hospital Colorado, Aurora

3. Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora

4. Kenya Medical Research Institute (KEMRI)–Wellcome Trust Research Programme, Nairobi, Kenya

5. Departments of Biomedical Informatics, Bioengineering, Biostatistics, and Informatics, University of Colorado School of Medicine, Aurora

6. Department of Biomedical Informatics, Columbia University, New York, New York

7. Division of Emergency Medicine, Department of Pediatrics, Ann and Robert H. Lurie Children’s Hospital of Chicago, and Northwestern University Feinberg School of Medicine, Chicago, Illinois

8. Department of Pediatrics, University of Pennsylvania, Perelman School of Medicine and Division of Emergency Medicine, Children’s Hospital of Philadelphia, Philadelphia

9. Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland

10. Intensive Care Unit, Dhaka Hospital, Nutrition Research Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh

11. Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Center, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania

12. Pediatric Intensive Care Unit, Hospital General de Medellín Luz Castro de Gutiérrez and Hospital Pablo Tobón Uribe, and Red Colaborativa Pediátrica de Latinoamérica (LARed Network), Medellín, Colombia

13. Department of Pediatrics, University of British Columbia, Vancouver, Canada

14. Department of Pediatrics, Children’s Hospital of Eastern Ontario and University of Ottawa, Ottawa, Canada

15. Department of Pediatrics (Pediatric Emergency Medicine), University of Colorado School of Medicine, and Children’s Hospital Colorado, Aurora

16. Division of Critical Care, Department of Pediatrics, Nemours Children’s Health, Wilmington, Delaware

17. Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, Pennsylvania

18. Department of Anesthesiology, Pharmacology, and Therapeutics, Faculty of Medicine, University of British Columbia, Vancouver, Canada

19. Institute for Global Health, BC Children’s Hospital, Vancouver, British Columbia, Canada

20. Walimu, Kampala, Uganda

21. Seattle Children’s Hospital and Department of Pediatrics, University of Washington School of Medicine, Seattle

22. Paediatrics and Child Health, University of Cape Town Faculty of Health Sciences, Cape Town, South Africa

23. Department of Pediatrics, Northwestern University Feinberg School of Medicine, and Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois

24. Department of Intensive Care and Neonatology, Children’s Research Center, University Children’s Hospital Zurich, University of Zurich, Zurich, Switzerland

25. Child Health Research Centre, The University of Queensland, Brisbane, Australia

26. Department of Pediatrics, University of Washington, and Center for Child Health, Behavior, and Development and Pediatric Critical Care, Seattle Children’s Hospital, Seattle

27. Verona University Hospital, Verona, Italy

28. University of Liverpool, Liverpool, England

29. Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania

30. Associação de Medicina Intensiva Brasileira, São Paulo, Brazil

31. Nationwide Children’s Hospital, Columbus, Ohio

32. Addenbrooke’s Hospital, Cambridge University Hospital NHS Trust, Cambridge, England

33. University of California, San Diego School of Medicine, La Jolla

34. Imperial College London, London, England

35. All India Institute of Medical Sciences, New Delhi, India

36. St Mary’s Hospital, London, England

37. National Center for Child Health and Development, Tokyo, Japan

38. University College London Great Ormond Street Institute of Child Health, London, England

39. Boston Children’s Hospital, Boston, Massachusetts

40. Apollo Children’s Hospital, Chennai, India

41. University Hospital of the University of São Paulo, Sao Paulo, Brazil

42. Hôpital de Bicêtre, Paris, France

43. University of Florida, Gainesville

Abstract

ImportanceThe Society of Critical Care Medicine Pediatric Sepsis Definition Task Force sought to develop and validate new clinical criteria for pediatric sepsis and septic shock using measures of organ dysfunction through a data-driven approach.ObjectiveTo derive and validate novel criteria for pediatric sepsis and septic shock across differently resourced settings.Design, Setting, and ParticipantsMulticenter, international, retrospective cohort study in 10 health systems in the US, Colombia, Bangladesh, China, and Kenya, 3 of which were used as external validation sites. Data were collected from emergency and inpatient encounters for children (aged <18 years) from 2010 to 2019: 3 049 699 in the development (including derivation and internal validation) set and 581 317 in the external validation set.ExposureStacked regression models to predict mortality in children with suspected infection were derived and validated using the best-performing organ dysfunction subscores from 8 existing scores. The final model was then translated into an integer-based score used to establish binary criteria for sepsis and septic shock.Main Outcomes and MeasuresThe primary outcome for all analyses was in-hospital mortality. Model- and integer-based score performance measures included the area under the precision recall curve (AUPRC; primary) and area under the receiver operating characteristic curve (AUROC; secondary). For binary criteria, primary performance measures were positive predictive value and sensitivity.ResultsAmong the 172 984 children with suspected infection in the first 24 hours (development set; 1.2% mortality), a 4-organ-system model performed best. The integer version of that model, the Phoenix Sepsis Score, had AUPRCs of 0.23 to 0.38 (95% CI range, 0.20-0.39) and AUROCs of 0.71 to 0.92 (95% CI range, 0.70-0.92) to predict mortality in the validation sets. Using a Phoenix Sepsis Score of 2 points or higher in children with suspected infection as criteria for sepsis and sepsis plus 1 or more cardiovascular point as criteria for septic shock resulted in a higher positive predictive value and higher or similar sensitivity compared with the 2005 International Pediatric Sepsis Consensus Conference (IPSCC) criteria across differently resourced settings.Conclusions and RelevanceThe novel Phoenix sepsis criteria, which were derived and validated using data from higher- and lower-resource settings, had improved performance for the diagnosis of pediatric sepsis and septic shock compared with the existing IPSCC criteria.

Publisher

American Medical Association (AMA)

Subject

General Medicine

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