Prospective clinical testing and experimental validation of the Pediatric Sepsis Biomarker Risk Model.


Journal

Science translational medicine
ISSN: 1946-6242
Titre abrégé: Sci Transl Med
Pays: United States
ID NLM: 101505086

Informations de publication

Date de publication:
13 11 2019
Historique:
received: 13 05 2019
revised: 05 08 2019
accepted: 27 09 2019
entrez: 15 11 2019
pubmed: 15 11 2019
medline: 5 9 2020
Statut: ppublish

Résumé

Sepsis remains a major public health problem with no major therapeutic advances over the last several decades. The clinical and biological heterogeneity of sepsis have limited success of potential new therapies. Accordingly, there is considerable interest in developing a precision medicine approach to inform more rational development, testing, and targeting of new therapies. We previously developed the Pediatric Sepsis Biomarker Risk Model (PERSEVERE) to estimate mortality risk and proposed its use as a prognostic enrichment tool in sepsis clinical trials; prognostic enrichment selects patients based on mortality risk independent of treatment. Here, we show that PERSEVERE has excellent performance in a diverse cohort of children with septic shock with potential for use as a predictive enrichment strategy; predictive enrichment selects patients based on likely response to treatment. We demonstrate that the PERSEVERE biomarkers are reliably associated with mortality in mice challenged with experimental sepsis, thus providing an opportunity to test precision medicine strategies in the preclinical setting. Using this model, we tested two clinically feasible therapeutic strategies, guided by the PERSEVERE-based enrichment, and found that mice identified as high risk for mortality had a greater bacterial burden and could be rescued by higher doses of antibiotics. The association between higher pathogen burden and higher mortality risk was corroborated among critically ill children with septic shock. This bedside to bench to bedside approach provides proof of principle for PERSEVERE-guided application of precision medicine in sepsis.

Identifiants

pubmed: 31723040
pii: 11/518/eaax9000
doi: 10.1126/scitranslmed.aax9000
pmc: PMC7720682
mid: NIHMS1650759
pii:
doi:

Substances chimiques

Biomarkers 0

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : NIGMS NIH HHS
ID : R35 GM126943
Pays : United States

Commentaires et corrections

Type : CommentIn

Informations de copyright

Copyright © 2019 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.

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Auteurs

Hector R Wong (HR)

Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center and Cincinnati Children's Research Foundation, Cincinnati, OH 45229, USA. hector.wong@cchmc.org.
Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA.

J Timothy Caldwell (JT)

Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center and Cincinnati Children's Research Foundation, Cincinnati, OH 45229, USA.

Natalie Z Cvijanovich (NZ)

UCSF Benioff Children's Hospital Oakland, Oakland, CA 94609, USA.

Scott L Weiss (SL)

Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.

Julie C Fitzgerald (JC)

Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.

Michael T Bigham (MT)

Akron Children's Hospital, Akron, OH 44308, USA.

Parag N Jain (PN)

Texas Children's Hospital and Baylor College of Medicine, Houston, TX 77030, USA.

Adam Schwarz (A)

Children's Hospital of Orange County, Orange, CA 92868, USA.

Riad Lutfi (R)

Riley Hospital for Children, Indianapolis, IN 46202, USA.

Jeffrey Nowak (J)

Children's Hospital and Clinics of Minnesota, Minneapolis, MN 55404, USA.

Geoffrey L Allen (GL)

Children's Mercy Hospital, Kansas City, MO 64108, USA.

Neal J Thomas (NJ)

Penn State Hershey Children's Hospital, Hershey, PA 17033, USA.

Jocelyn R Grunwell (JR)

Children's Healthcare of Atlanta at Egleston, Atlanta, GA 30322, USA.

Torrey Baines (T)

University of Florida Health Shands Children's Hospital, Gainesville, FL 32610, USA.

Michael Quasney (M)

CS Mott Children's Hospital at the University of Michigan, Ann Arbor, MI 48109, USA.

Bereketeab Haileselassie (B)

Lucile Packard Children's Hospital Stanford, Palo Alto, CA 94304, USA.

Christopher J Lindsell (CJ)

Vanderbilt University Medical Center, Nashville, TN 37212, USA.

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