Next-generation reference intervals for pediatric hematology
- PMID: 31005947
- DOI: 10.1515/cclm-2018-1236
Next-generation reference intervals for pediatric hematology
Abstract
Background Interpreting hematology analytes in children is challenging due to the extensive changes in hematopoiesis that accompany physiological development and lead to pronounced sex- and age-specific dynamics. Continuous percentile charts from birth to adulthood allow accurate consideration of these dynamics. However, the ethical and practical challenges unique to pediatric reference intervals have restricted the creation of such percentile charts, and limitations in current approaches to laboratory test result displays restrict their use when guiding clinical decisions. Methods We employed an improved data-driven approach to create percentile charts from laboratory data collected during patient care in 10 German centers (9,576,910 samples from 358,292 patients, 412,905-1,278,987 samples per analyte). We demonstrate visualization of hematology test results using percentile charts and z-scores (www.pedref.org/hematology) and assess the potential of percentiles and z-scores to support diagnosis of different hematological diseases. Results We created percentile charts for hemoglobin, hematocrit, red cell indices, red cell count, red cell distribution width, white cell count and platelet count in girls and boys from birth to 18 years of age. Comparison of pediatricians evaluating complex clinical scenarios using percentile charts versus conventional/tabular representations shows that percentile charts can enhance physician assessment in selected example cases. Age-specific percentiles and z-scores, compared with absolute test results, improve the identification of children with blood count abnormalities and the discrimination between different hematological diseases. Conclusions The provided reference intervals enable precise assessment of pediatric hematology test results. Representation of test results using percentiles and z-scores facilitates their interpretation and demonstrates the potential of digital approaches to improve clinical decision-making.
Keywords: hematology; laboratory test result display; pediatric reference intervals.
Similar articles
-
Age- and sex-specific dynamics in 22 hematologic and biochemical analytes from birth to adolescence.Clin Chem. 2015 Jul;61(7):964-73. doi: 10.1373/clinchem.2015.239731. Epub 2015 May 12. Clin Chem. 2015. PMID: 25967371
-
High-resolution pediatric reference intervals for 15 biochemical analytes described using fractional polynomials.Clin Chem Lab Med. 2021 Feb 10;59(7):1267-1278. doi: 10.1515/cclm-2020-1371. Print 2021 Jun 25. Clin Chem Lab Med. 2021. PMID: 33565284
-
Complex biological patterns of hematology parameters in childhood necessitating age- and sex-specific reference intervals for evidence-based clinical interpretation.Int J Lab Hematol. 2020 Dec;42(6):750-760. doi: 10.1111/ijlh.13306. Epub 2020 Aug 12. Int J Lab Hematol. 2020. PMID: 32786136 Clinical Trial.
-
Reference Intervals in Neonatal Hematology.Clin Perinatol. 2015 Sep;42(3):483-97. doi: 10.1016/j.clp.2015.04.005. Epub 2015 May 13. Clin Perinatol. 2015. PMID: 26250912 Review.
-
Expected erythrocyte, platelet and neutrophil values for term and preterm neonates.J Matern Fetal Neonatal Med. 2012 Oct;25(Suppl 5):77-9. doi: 10.3109/14767058.2012.715472. J Matern Fetal Neonatal Med. 2012. PMID: 23025775 Review.
Cited by
-
Influence of Turkish origin on hematology reference intervals in the German population.Sci Rep. 2021 Oct 26;11(1):21074. doi: 10.1038/s41598-021-00566-2. Sci Rep. 2021. PMID: 34702878 Free PMC article.
-
Haemoglobin and red blood cell reference intervals during infancy.Arch Dis Child. 2022 Apr;107(4):351-358. doi: 10.1136/archdischild-2021-321672. Epub 2021 Oct 21. Arch Dis Child. 2022. PMID: 34674992 Free PMC article.
-
Acute kidney injury in infants hospitalized for viral bronchiolitis.Eur J Pediatr. 2023 Aug;182(8):3569-3576. doi: 10.1007/s00431-023-05029-6. Epub 2023 May 24. Eur J Pediatr. 2023. PMID: 37222853 Free PMC article.
-
Diagnosis, Manifestations, Laboratory Investigations, and Prognosis in Pediatric and Adult Cushing's Disease in a Large Center in China.Front Endocrinol (Lausanne). 2021 Nov 19;12:749246. doi: 10.3389/fendo.2021.749246. eCollection 2021. Front Endocrinol (Lausanne). 2021. PMID: 34867792 Free PMC article.
-
refineR: A Novel Algorithm for Reference Interval Estimation from Real-World Data.Sci Rep. 2021 Aug 6;11(1):16023. doi: 10.1038/s41598-021-95301-2. Sci Rep. 2021. PMID: 34362961 Free PMC article.
References
-
- Adeli K, Raizman JE, Chen Y, Higgins V, Nieuwesteeg M, Abdelhaleem M, et al. Complex biological profile of hematologic markers across pediatric, adult, and geriatric ages: establishment of robust pediatric and adult reference intervals on the basis of the Canadian health measures survey. Clin Chem 2015;61:1075–86.
-
- Ceriotti F. Establishing pediatric reference intervals: a challenging task. Clin Chem 2012;58:808–10.
-
- Metz MP, Loh TP. Describing children’s changes using clinical chemistry analytes. Clin Chem Lab Med 2016;55:1–2.
-
- Higgins V, Adeli K. Advances in pediatric reference intervals: from discrete to continuous. J Lab Precis Med 2018;3. Available from: http://jlpm.amegroups.com/article/view/3976.
-
- Mørkrid L, Rowe AD, Elgstoen KB, Olesen JH, Ruijter G, Hall PL, et al. Continuous age- and sex-adjusted reference intervals of urinary markers for cerebral creatine deficiency syndromes: a novel approach to the definition of reference intervals. Clin Chem 2015;61:760–8.
MeSH terms
Substances
LinkOut - more resources
Full Text Sources