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 language | English |
|---|---|
| Pages (from-to) | 5174-5183 |
| Number of pages | 10 |
| Journal | Blood advances |
| Volume | 4 |
| Issue number | 20 |
| DOIs | |
| State | Published - 23 Oct 2020 |
| Externally published | Yes |
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
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver