Skip to main navigation Skip to search Skip to main content

Diagnostic biomarkers to differentiate sepsis from cytokine release syndrome in critically ill children

  • Caroline Diorio
  • , Pamela A. Shaw
  • , Edward Pequignot
  • , Alena Orlenko
  • , Fang Chen
  • , Richard Aplenc
  • , David M. Barrett
  • , Hamid Bassiri
  • , Edward Behrens
  • , Amanda M. DiNofia
  • , Vanessa Gonzalez
  • , Natalka Koterba
  • , Bruce L. Levine
  • , Shannon L. Maude
  • , Nuala J. Meyer
  • , Jason H. Moore
  • , Michele Paessler
  • , David L. Porter
  • , Jenny L. Bush
  • , Don L. Siegel
  • Megan M. Davis, Donglan Zhang, Carl H. June, Stephan A. Grupp, J. Joseph Melenhorst, Simon F. Lacey, Scott L. Weiss, David T. Teachey
  • The Children's Hospital of Philadelphia
  • University of Pennsylvania

Research output: Contribution to journalArticlepeer-review

53 Scopus citations

Abstract

Chimeric antigen receptor (CAR) T-cells directed against CD19 have drastically altered outcomes for children with relapsed and refractory acute lymphoblastic leukemia (r/r ALL). Pediatric patients with r/r ALL treated with CAR-T are at increased risk of both cytokine release syndrome (CRS) and sepsis. We sought to investigate the biologic differences between CRS and sepsis and to develop predictive models which could accurately differentiate CRS from sepsis at the time of critical illness. We identified 23 different cytokines that were significantly different between patients with sepsis and CRS. Using elastic net prediction modeling and tree classification, we identified cytokines that were able to classify subjects as having CRS or sepsis accurately. A markedly elevated interferon g (IFNg) or a mildly elevated IFNg in combination with a low IL1b were associated with CRS. A normal to mildly elevated IFNg in combination with an elevated IL1b was associated with sepsis. This combination of IFNg and IL1b was able to categorize subjects as having CRS or sepsis with 97% accuracy. As CAR-T therapies become more common, these data provide important novel information to better manage potential associated toxicities.

Original languageEnglish
Pages (from-to)5174-5183
Number of pages10
JournalBlood advances
Volume4
Issue number20
DOIs
StatePublished - 23 Oct 2020
Externally publishedYes

Fingerprint

Dive into the research topics of 'Diagnostic biomarkers to differentiate sepsis from cytokine release syndrome in critically ill children'. Together they form a unique fingerprint.

Cite this