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Licensed Unlicensed Requires Authentication Published by De Gruyter February 10, 2015

Mining of hospital laboratory information systems: a model study defining age- and gender-specific reference intervals and trajectories for plasma creatinine in a pediatric population

  • Karen Søeby EMAIL logo , Peter Bjødstrup Jensen , Thomas Werge and Steen Sørensen

Abstract

Background: The knowledge of physiological fluctuation and variation of even commonly used biochemical quantities in extreme age groups and during development is sparse. This challenges the clinical interpretation and utility of laboratory tests in these age groups. To explore the utility of hospital laboratory data as a source of information, we analyzed enzymatic plasma creatinine as a model analyte in two large pediatric hospital samples.

Methods: Plasma creatinine measurements from 9700 children aged 0–18 years were obtained from hospital laboratory databases and partitioned into high-resolution gender- and age-groups. Normal probability plots were used to deduce parameters of the normal distributions from healthy creatinine values in the mixed hospital datasets. Furthermore, temporal trajectories were generated from repeated measurements to examine developmental patterns in periods of changing creatinine levels.

Results: Creatinine shows great age dependence from birth throughout childhood. We computed and replicated 95% reference intervals in narrow gender and age bins and showed them to be comparable to those determined in healthy population studies. We identified pronounced transitions in creatinine levels at different time points after birth and around the early teens, which challenges the establishment and usefulness of reference intervals in those age groups.

Conclusions: The study documents that hospital laboratory data may inform on the developmental aspects of creatinine, on periods with pronounced heterogeneity and valid reference intervals. Furthermore, part of the heterogeneity in creatinine distribution is likely due to differences in biological and chronological age of children and should be considered when using age-specific reference intervals.


Corresponding author: Dr. Karen Søeby, MD, Department of Clinical Biochemistry, Copenhagen University Hospital Hvidovre, Kettegaard Allé 30, 2650 Hvidovre, Denmark, Phone/Fax: +45 3862 1100/+45 3675 0977, E-mail: ; and Department of Clinical Biochemistry, Copenhagen University Hospital Roskilde, Denmark

Acknowledgments

We thank LIS system administrator Annette Farre, Department of Clinical Biochemistry, Copenhagen University Hospital Hvidovre, Denmark for assisting in data retrieval.

Author contributions: All the authors have accepted responsibility for the entire content of this submitted manuscript and approved submission.

Financial support: None declared.

Employment or leadership: None declared.

Honorarium: None declared.

Competing interests: The funding organization(s) played no role in the study design; in the collection, analysis, and interpretation of data; in the writing of the report; or in the decision to submit the report for publication.

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Supplemental Material

The online version of this article (DOI: 10.1515/cclm-2014-0949) offers supplementary material, available to authorized users.


Received: 2014-9-25
Accepted: 2015-1-9
Published Online: 2015-2-10
Published in Print: 2015-9-1

©2015 by De Gruyter

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