Harmonization of laboratory results by data adjustment in multicenter clinical trials

Korean J Intern Med. 2018 Nov;33(6):1119-1128. doi: 10.3904/kjim.2017.034. Epub 2017 Oct 25.

Abstract

Background/aims: In multicenter clinical trials, laboratory tests are performed in the laboratory of each center, mostly using different measuring methodologies. The purpose of this study was to evaluate coefficients of variation (CVs) of laboratory results produced by various measuring methods and to determine whether mathematical data adjustment could achieve harmonization between the methods.

Methods: We chose 10 clinical laboratories, including Green Cross Laboratories (GC Labs), the central laboratory, for the measurement of total cholesterol, high density lipoprotein cholesterol (HDL-C), low density lipoprotein cholesterol (LDL-C), serum triglycerides, creatinine, and glucose. The serum panels made with patient samples referred to GC Labs were sent to the other laboratories. Twenty serum samples for each analyte were prepared, sent frozen, and analyzed by each participating laboratory.

Results: All methods used by participating laboratories for the six analytes had traceability by reference materials and methods. When the results from the nine laboratories were compared with those from GC Labs, the mean CVs for total cholesterol, HDL-C, LDL-C, and glucose analyzed using the same method were 1.7%, 3.7%, 4.3%, and 1.7%, respectively; and those for triglycerides and creatinine analyzed using two different methods were 4.5% and 4.48%, respectively. After adjusting data using Deming regression, the mean CV were 0.7%, 1.4%, 1.8%, 1.4%, 1.6%, and 0.8% for total cholesterol, HDL-C, LDL-C, triglyceride, creatinine, and glucose, respectively.

Conclusion: We found that more comparable results can be produced by laboratory data harmonization using commutable samples. Therefore, harmonization efforts should be undertaken in multicenter trials for accurate data analysis (CRIS number; KCT0001235).

Keywords: Comparable data; Harmonization; Multicenter clinical trial; Traceability.

Publication types

  • Comparative Study
  • Multicenter Study

MeSH terms

  • Biomarkers / blood
  • Blood Chemical Analysis / standards*
  • Blood Glucose / analysis*
  • Blood Specimen Collection / standards
  • Clinical Trials as Topic / standards*
  • Creatinine / blood*
  • Freezing
  • Humans
  • Laboratory Proficiency Testing / standards*
  • Lipids / blood*
  • Observer Variation
  • Predictive Value of Tests
  • Reproducibility of Results
  • Republic of Korea
  • Research Design / standards*

Substances

  • Biomarkers
  • Blood Glucose
  • Lipids
  • Creatinine