title: Modeling effect of the septic condition and trauma on C-reactive protein levels in children with sepsis: a retrospective study.
abstract: BACKGROUND
  Sepsis is the main cause of morbidity and mortality in intensive care units and its early diagnosis is not straightforward. Many studies have evaluated the usefulness of various markers of infection, including C-reactive protein (CRP), which is the most accessible and widely used. CRP is of weak diagnostic value because of its low specificity; a better understanding of patterns of CRP levels associated with a particular form of infection may improve its usefulness as a sepsis marker. In the present article, we apply multilevel modeling techniques and mixed linear models to CRP-related data to assess the time course of CRP blood levels in association with clinical outcome in children with different septic conditions.
  
  
  METHODS
  We performed a retrospective analysis of 99 patients with systemic inflammatory response syndrome, sepsis, or septic shock who were admitted to the Pediatric Critical Care Unit at the University Hospital, Brno. CRP blood levels were monitored for 10 days following the onset of the septic condition. The effect of different septic conditions and of the surgical or nonsurgical diagnosis on CRP blood levels was statistically analyzed using mixed linear models with a multilevel modeling approach.
  
  
  RESULTS
  A significant effect of septic condition and diagnosis on the course of CRP levels was identified. In patients who did not progress to septic shock, CRP blood levels decreased rapidly after reaching peak values - in contrast to the values in patients with septic shock in whom CRP protein levels decreased slowly. Moreover, CRP levels in patients with a surgical diagnosis were higher than in patients with a nonsurgical condition. The magnitude of this additional elevation in surgical patients did not depend on the septic condition.
  
  
  CONCLUSIONS
  Understanding the pattern of change in levels of CRP associated with a particular condition may improve its diagnostic and prognostic value in children with sepsis.
authors.affiliation: 1st Department of Pediatrics, University Hospital Brno, Cernopolni 9, Brno, 61300, Czech Republic. kyr@iba.muni.cz
authors.forename: Michal
authors.initials: M
authors.lastname: Kyr
authors.forename: Michal
authors.initials: M
authors.lastname: Fedora
authors.forename: Lubomir
authors.initials: L
authors.lastname: Elbl
authors.forename: Nishan
authors.initials: N
authors.lastname: Kugan
authors.forename: Jaroslav
authors.initials: J
authors.lastname: Michalek
mesh_terms: D000293:Adolescent; D015415:Biomarkers / Q000097:blood; D002097:C-Reactive Protein / Q000378:metabolism*; D002648:Child; D002675:Child, Preschool; D015897:Comorbidity; D018153:Czech Republic / Q000453:epidemiology; D005260:Female; D006801:Humans; D007223:Infant; D007231:Infant, Newborn; D016014:Linear Models; D008297:Male; D012189:Retrospective Studies; D018805:Sepsis / Q000097:blood* / Q000453:epidemiology*; D016019:Survival Analysis; D014947:Wounds and Injuries / Q000453:epidemiology*
chemical_list: D015415:Biomarkers; D002097:C-Reactive Protein