Derivation of Outcome-Based Pediatric Critical Values

Am J Clin Pathol. 2018 Mar 7;149(4):324-331. doi: 10.1093/ajcp/aqx165.

Abstract

Objectives: There is currently a lack of an outcomes-based definition of critical values for the pediatric population. This has contributed to a highly heterogeneous critical value reporting practice between laboratories.

Methods: Anonymized results were extracted from a laboratory information system for 10 biochemistry tests. The probability of high-dependency/intensive care unit admission (as a proxy for adverse outcomes) for each individual laboratory concentration was calculated and adjusted to fit using a polynomial function to model the probability trend. The laboratory value that intersected the 90% probability trend line was considered the critical value threshold.

Results: The critical value thresholds for the serum analytes were sodium (mmol/L: <131, >148), potassium (mmol/L: <2.4, >6.4), bicarbonate (mmol/L: <13, >37), chloride (mmol/L: <91, >115), urea (mmol/L: >12), creatinine (μmol/L: >129), glucose (mmol/L: >17.2), total calcium (mmol/L: <1.9), magnesium (mmol/L: <0.6, >1.2), and phosphate (mmol/L: <0.4, >2.6).

Conclusions: This study described an approach to derive contemporary pediatric critical value thresholds.

MeSH terms

  • Adolescent
  • Biomarkers / blood*
  • Child
  • Child, Preschool
  • Critical Care
  • Critical Illness*
  • Data Mining
  • Female
  • Hospitalization
  • Humans
  • Infant
  • Male
  • Outcome Assessment, Health Care
  • Pediatrics
  • Reference Values

Substances

  • Biomarkers