Literature DB >> 31723040

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

Hector R Wong1,2, J Timothy Caldwell3, Natalie Z Cvijanovich4, Scott L Weiss5, Julie C Fitzgerald5, Michael T Bigham6, Parag N Jain7, Adam Schwarz8, Riad Lutfi9, Jeffrey Nowak10, Geoffrey L Allen11, Neal J Thomas12, Jocelyn R Grunwell13, Torrey Baines14, Michael Quasney15, Bereketeab Haileselassie16, Christopher J Lindsell17.   

Abstract

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

Entities:  

Year:  2019        PMID: 31723040     DOI: 10.1126/scitranslmed.aax9000

Source DB:  PubMed          Journal:  Sci Transl Med        ISSN: 1946-6234            Impact factor:   17.956


  17 in total

1.  PERSEVERE Biomarkers Predict Severe Acute Kidney Injury and Renal Recovery in Pediatric Septic Shock.

Authors:  Natalja L Stanski; Erin K Stenson; Natalie Z Cvijanovich; Scott L Weiss; Julie C Fitzgerald; Michael T Bigham; Parag N Jain; Adam Schwarz; Riad Lutfi; Jeffrey Nowak; Geoffrey L Allen; Neal J Thomas; Jocelyn R Grunwell; Torrey Baines; Michael Quasney; Bereketeab Haileselassie; Hector R Wong
Journal:  Am J Respir Crit Care Med       Date:  2020-04-01       Impact factor: 21.405

2.  Integrated PERSEVERE and endothelial biomarker risk model predicts death and persistent MODS in pediatric septic shock: a secondary analysis of a prospective observational study.

Authors:  Mihir R Atreya; Natalie Z Cvijanovich; Julie C Fitzgerald; Scott L Weiss; Michael T Bigham; Parag N Jain; Adam J Schwarz; Riad Lutfi; Jeffrey Nowak; Geoffrey L Allen; Neal J Thomas; Jocelyn R Grunwell; Torrey Baines; Michael Quasney; Bereketeab Haileselassie; Christopher J Lindsell; Matthew N Alder; Hector R Wong
Journal:  Crit Care       Date:  2022-07-11       Impact factor: 19.334

3.  Candidate Biomarkers for Sepsis-Associated Acute Kidney Injury Mechanistic Studies.

Authors:  James D Odum; Steve Standage; Matthew Alder; Basilia Zingarelli; Prasad Devarajan; Hector R Wong
Journal:  Shock       Date:  2022-02-28       Impact factor: 3.533

4.  Severe acute kidney injury is independently associated with mortality in children with septic shock.

Authors:  Natalja L Stanski; Natalie Z Cvijanovich; Julie C Fitzgerald; Michael T Bigham; Hector R Wong
Journal:  Intensive Care Med       Date:  2020-02-11       Impact factor: 17.440

5.  Sepsis Subclasses: A Framework for Development and Interpretation.

Authors:  Kimberley M DeMerle; Derek C Angus; J Kenneth Baillie; Emily Brant; Carolyn S Calfee; Joseph Carcillo; Chung-Chou H Chang; Robert Dickson; Idris Evans; Anthony C Gordon; Jason Kennedy; Julian C Knight; Christopher J Lindsell; Vincent Liu; John C Marshall; Adrienne G Randolph; Brendon P Scicluna; Manu Shankar-Hari; Nathan I Shapiro; Timothy E Sweeney; Victor B Talisa; Benjamin Tang; B Taylor Thompson; Ephraim L Tsalik; Tom van der Poll; Lonneke A van Vught; Hector R Wong; Sachin Yende; Huiying Zhao; Christopher W Seymour
Journal:  Crit Care Med       Date:  2021-05-01       Impact factor: 7.598

6.  Pediatric Sepsis Biomarker Risk Model Biomarkers and Estimation of Myocardial Dysfunction in Pediatric Septic Shock.

Authors:  Andrew J Lautz; Hector R Wong; Thomas D Ryan; Christopher J Statile
Journal:  Pediatr Crit Care Med       Date:  2022-01-01       Impact factor: 3.971

Review 7.  Microsampling Assays for Pharmacokinetic Analysis and Therapeutic Drug Monitoring of Antimicrobial Drugs in Children: A Critical Review.

Authors:  Ganesh S Moorthy; Christina Vedar; Kevin J Downes; Julie C Fitzgerald; Marc H Scheetz; Athena F Zuppa
Journal:  Ther Drug Monit       Date:  2021-06-01       Impact factor: 3.118

Review 8.  Pediatric sepsis biomarkers for prognostic and predictive enrichment.

Authors:  Hector R Wong
Journal:  Pediatr Res       Date:  2021-06-14       Impact factor: 3.953

9.  Biomarkers for Estimating Risk of Hospital Mortality and Long-Term Quality-of-Life Morbidity After Surviving Pediatric Septic Shock: A Secondary Analysis of the Life After Pediatric Sepsis Evaluation Investigation.

Authors:  Hector R Wong; Ron W Reeder; Russell Banks; Robert A Berg; Kathleen L Meert; Mark W Hall; Patrick S McQuillen; Peter M Mourani; Ranjit S Chima; Samuel Sorenson; James W Varni; Julie McGalliard; Jerry J Zimmerman
Journal:  Pediatr Crit Care Med       Date:  2021-01-01       Impact factor: 3.971

10.  Recalibration of the Renal Angina Index for Pediatric Septic Shock.

Authors:  Natalja L Stanski; Hector R Wong; Rajit K Basu; Natalie Z Cvijanovich; Julie C Fitzgerald; Scott L Weiss; Michael T Bigham; Parag N Jain; Adam Schwarz; Riad Lutfi; Jeffrey Nowak; Geoffrey L Allen; Neal J Thomas; Jocelyn R Grunwell; Michael Quasney; Bereketeab Haileselassie; Lakhmir S Chawla; Stuart L Goldstein
Journal:  Kidney Int Rep       Date:  2021-05-01
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