High-resolution pediatric reference intervals for 15 biochemical analytes described using fractional polynomials

被引:12
|
作者
Zierk, Jakob [1 ,2 ]
Baum, Hannsjorg [3 ]
Bertram, Alexander [4 ]
Boeker, Martin [5 ,6 ]
Buchwald, Armin [7 ]
Cario, Holger [8 ]
Christoph, Juergen [9 ]
Fruehwald, Michael C. [10 ,11 ]
Gross, Hans-Juergen [12 ]
Groening, Arndt [4 ]
Gscheidmeier, Thomas [12 ]
Hoff, Torsten [13 ]
Hoffmann, Reinhard [11 ,14 ]
Klauke, Rainer [15 ]
Krebs, Alexander [16 ]
Lichtinghagen, Ralf [15 ]
Muehlenbrock-Lenter, Sabine [13 ]
Neumann, Michael [17 ]
Noellke, Peter [18 ]
Niemeyer, Charlotte M. [18 ]
Ruf, Hans-Georg [11 ,14 ]
Steigerwald, Udo [17 ]
Streichert, Thomas [19 ]
Torge, Antje [20 ]
Yoshimi-Noellke, Ayami [18 ]
Prokosch, Hans-Ulrich [21 ]
Metzler, Markus [1 ]
Rauh, Manfred [1 ]
机构
[1] Univ Hosp Erlangen, Dept Pediat & Adolescent Med, Loschgestr 15, D-91054 Erlangen, Germany
[2] Univ Hosp Erlangen, Ctr Med Informat & Commun Technol, Erlangen, Germany
[3] Reg Kliniken Holding RKH GmbH, Inst Lab Med, Ludwigsburg, Germany
[4] MVZ Wagnerstibbe, Amedes Grp, Hannover, Germany
[5] Univ Freiburg, Fac Med, Inst Med Biometry & Stat, Med Data Sci, Freiburg, Germany
[6] Univ Freiburg, Med Ctr, Freiburg, Germany
[7] Univ Freiburg, Inst Clin Chem & Lab Med, Freiburg, Germany
[8] Univ Med Ctr, Dept Pediat & Adolescent Med, Ulm, Germany
[9] Childrens & Youth Hosp Bult, Hannover, Germany
[10] Med Fac, Paediat & Adolescent Med, Augsburg, Germany
[11] Univ Hosp Augsburg, Augsburg, Germany
[12] Univ Med Ctr Ulm, Core Facil Clin Chem, Ulm, Germany
[13] Gesundheit Nord Bremen Hosp Grp, Cent Lab, Bremen, Germany
[14] Med Fac, Inst Lab Med & Microbiol, Augsburg, Germany
[15] MHH, Inst Clin Chem, Hannover, Germany
[16] MVZ Lab PD Dr Volkmann & Kollegen, Karlsruhe, Germany
[17] Univ Hosp Wurzburg, Div Lab Med, Wurzburg, Germany
[18] Univ Freiburg, Fac Med, Med Ctr, Dept Pediat & Adolescent Med,Div Pediat Hematol &, Freiburg, Germany
[19] Univ Hosp Cologne, Dept Clin Chem, Cologne, Germany
[20] Univ Hosp Schleswig Holstein, Inst Clin Chem, Campus Kiel, Kiel, Germany
[21] Friedrich Alexander Univ Erlangen Nuremberg, Chair Med Informat, Erlangen, Germany
关键词
continuous reference intervals; data mining; indirect reference intervals; pediatric reference intervals; percentile charts;
D O I
10.1515/cclm-2020-1371
中图分类号
R446 [实验室诊断]; R-33 [实验医学、医学实验];
学科分类号
1001 ;
摘要
Objectives: Assessment of children's laboratory test results requires consideration of the extensive changes that occur during physiological development and result in pronounced sex- and age-specific dynamics in many biochemical analytes. Pediatric reference intervals have to account for these dynamics, but ethical and practical challenges limit the availability of appropriate pediatric reference intervals that cover children from birth to adulthood. We have therefore initiated the multi-center data-driven PEDREF project Next-Generation Pediatric Reference Intervals) to create pediatric reference intervals using data from laboratory information systems. Methods: We analyzed laboratory test results from 638,683 patients (217,883-982,548 samples per analyte, a median of 603,745 test results per analyte, and 10,298,067 test results in total) performed during patient care in 13 German centers. Test results from children with repeat measurements were discarded, and we estimated the distribution of physiological test results using a validated statistical approach (kosmic). Results: We report continuous pediatric reference intervals and percentile charts for alanine transaminase, aspartate transaminase, lactate dehydrogenase, alkaline phosphatase, y-glutamyl-transferase, total protein, albumin, creatinine, urea, sodium, potassium, calcium, chloride, anorganic phosphate, and magnesium. Reference intervals are provided as tables and fractional polynomial functions (i.e., mathematical equations) that can be integrated into laboratory information systems. Additionally, Z-scores and percentiles enable the normalization of test results by age and sex to facilitate their interpretation across age groups. Conclusions: The provided reference intervals and percentile charts enable precise assessment of laboratory test results in children from birth to adulthood. Our findings highlight the pronounced dynamics in many biochemical analytes in neonates, which require particular consideration in reference intervals to support clinical decision making most effectively.
引用
收藏
页码:1267 / 1278
页数:12
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