Trial reportScientific reports2019
The Pediatric Sepsis Biomarker Risk Model (PERSEVERE) Biomarkers Predict Clinical Deterioration and Mortality in Immunocompromised Children Evaluated for Infection.
Trial report in Scientific reports, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05311046 (Biomarker-enhanced Artificial Intelligence Based Pediatric Sepsis Screening Tool Towards Early Recognition and Personalized Therapeutics), which is not on this map. Cited by 16 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Biomarker-enhanced Artificial Intelligence Based Pediatric Sepsis Screening Tool Towards Early Recognition and Personalized Therapeutics
Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Biomarkers for Diagnosing Febrile Illness in Immunocompromised Children: A Systematic Review of the Literature.Frontiers in pediatrics · 2022Pooled it
- Role of biomarkers in pediatric sepsis: What evidence says?World journal of clinical pediatrics · 2026Review
- Dynamic biomarker profiling and phenotyping in burn sepsis: a retrospective cohort study using growth mixture modeling.Frontiers in cellular and infection microbiology · 2026Article
- Potential biomarkers used for risk estimation of pediatric sepsis-associated organ dysfunction and immune dysregulation.Pediatric research · 2025Review
- Unraveling the promise and challenges of biomarkers in pediatric sepsis: a commentary on risk estimation of organ dysfunction and immune dysregulation.Pediatric research · 2025Article
- Advances and Challenges in Pediatric Sepsis Diagnosis: Integrating Early Warning Scores and Biomarkers for Improved Prognosis.Biomolecules · 2025Review
- Pediatric sepsis inflammatory blood biomarkers that correlate with clinical variables and severity of illness scores.Journal of inflammation (London, England) · 2024Article
- Prediction of attributable mortality in pediatric patients with cancer admitted to the intensive care unit for suspected infection: A comprehensive evaluation of risk scores.Cancer medicine · 2023Article
- Biomarkers estimating baseline mortality risk for neonatal sepsis: nPERSEVERE: neonate-specific sepsis biomarker risk model.Pediatric research · 2023Article
- Leveraging transcriptomics for precision diagnosis: Lessons learned from cancer and sepsis.Frontiers in genetics · 2023Review
- Candidate Biomarkers for the Detection of Serious Infections in Children: A Prospective Clinical Study.Children (Basel, Switzerland) · 2022Article
- Rapid DNA visual detection of polymicrobial bloodstream infection using filter paper.Scientific reports · 2022Article
- Serum lactate is associated with increased illness severity in immunocompromised pediatric hematology oncology patients presenting to the emergency department with fever.Frontiers in oncology · 2022Article
- Pediatric sepsis biomarkers for prognostic and predictive enrichment.Pediatric research · 2022Review
- Comparison of Rapid Cytokine Immunoassays for Functional Immune Phenotyping.Frontiers in immunology · 2022Observational
- Predicting sepsis severity at first clinical presentation: The role of endotypes and mechanistic signatures.EBioMedicine · 2022Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
Pediatric sepsis and bacterial infection cause significant morbidity and mortality worldwide, with immunocompromised patients being at particularly high risk of rapid deterioration and death. This study evaluated if PERSEVERE, PERSEVERE-II, or the PERSEVERE biomarkers, can reliably estimate the risk of clinical deterioration and 28-day mortality among immunocompromised pediatric patients. This is a single-center prospective cohort study conducted from July 2016 through September 2017 incorporating 400 episodes of suspected bacterial infection from the inpatient units at Cincinnati Children's Hospital Medical Center, a large, tertiary care children's hospital. The primary analysis assessed clinical deterioration within 72 hours of evaluation for infection. Secondarily, we assessed 28-day mortality. Clinical deterioration was seen in 15% of subjects. Twenty-eight day mortality was 5%, but significantly higher among critically ill patients. Neither PERSEVERE nor PERSEVERE-II performed well to predict clinical deterioration or 28-day mortality, thus we derived new stratification models using the PERSEVERE biomarkers with both high sensitivity and negative predictive value. In conclusion, we evaluated previously validated biomarker risk models in a novel population of largely non-critically ill immunocompromised pediatric patients, and attempted to stratify patients based on a new outcome metric, clinical deterioration. The new highly predictive models indicate common physiologic pathways to clinical deterioration or death from bacterial infection.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.