Improvement of prognostic performance in severely injured patients by integrated clinico-transcriptomics: a translational approach

Crit Care. 2015 Nov 26:19:414. doi: 10.1186/s13054-015-1127-y.

Abstract

Introduction: Severe trauma triggers a systemic inflammatory response that contributes to secondary complications, such as nosocomial infections, sepsis or multi-organ failure. The present study was aimed to identify markers predicting complications and an adverse outcome of severely injured patients by an integrated clinico-transcriptomic approach.

Methods: In a prospective study, RNA samples from circulating leukocytes from severely injured patients (injury severity score ≥ 17 points; n = 104) admitted to a Level I Trauma Center were analyzed for dynamic changes in gene expression over a period of 21 days by quantitative RT-PCR. Transcriptomic candidates were selected based on whole genome screening of a representative discovery set (n = 10 patients) or known mechanisms of the immune response, including mediators of inflammation (IL-8, IL-10, TNF-α, MIF, C5, CD59, SPHK1), danger signaling (HMGB1, TLR2, CD14, IL-33, IL-1RL1), and components of the heme degradation pathway (HP, CD163, HMOX1, BLVRA, BLVRB). Clinical markers comprised standard physiological and laboratory parameters and scoring systems routinely determined in trauma patients.

Results: Leukocytes, thrombocytes and the expression of sphingosine kinase-1 (SPHK1), complement C5, and haptoglobin (HP) have been identified as markers with the best performance. Leukocytes showed a biphasic course with peaks on day 0 and day 11 after trauma, and patients with sepsis exhibited significantly higher leukocyte levels. Thrombocyte numbers showed a typical profile with initial thrombopenia and robust thrombocytosis in week 3 after trauma, ranging 2- to 3-fold above the upper normal value. 'Relative thrombocytopenia' was associated with multi-organ dysfunction, the development of sepsis, and mortality, the latter of which could be predicted within 3 days prior to the time point of death. SPHK1 expression at the day of admission indicated mortality with excellent performance. C5-expression on day 1 after trauma correlated with an increased risk for the development of nosocomial infections during the later course, while HP was found to be a marker for the development of sepsis.

Conclusions: The combination of clinical and transcriptomic markers improves the prognostic performance and may represent a useful tool for individual risk stratification in trauma patients.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers / analysis
  • Biomarkers / blood
  • Complement C5 / analysis
  • Complement C5 / biosynthesis
  • Haptoglobins / analysis
  • Haptoglobins / biosynthesis
  • Humans
  • Injury Severity Score
  • Multiple Organ Failure / blood
  • Multiple Organ Failure / diagnosis*
  • Phosphotransferases (Alcohol Group Acceptor) / analysis
  • Phosphotransferases (Alcohol Group Acceptor) / blood
  • Prospective Studies
  • Risk Assessment / methods*
  • Sepsis / blood
  • Sepsis / diagnosis*
  • Systemic Inflammatory Response Syndrome / blood
  • Systemic Inflammatory Response Syndrome / diagnosis*

Substances

  • Biomarkers
  • Complement C5
  • Haptoglobins
  • Phosphotransferases (Alcohol Group Acceptor)
  • sphingosine kinase