Statistical issues in tumor marker studies

Thomas F. Pajak, Gary M. Clark, Daniel J. Sargent, Lisa M. McShane, M. Elizabeth H. Hammond

Research output: Contribution to journalArticle

29 Scopus citations

Abstract

Context. - Inferences from tumor marker studies are complicated by a variety of statistical concerns, which can make proper interpretation of results difficult. This article focuses on important issues that should be addressed when designing, conducting, and analyzing tumor marker studies. Objective. - To highlight the importance of considering statistical significance, risk ratios, statistical power, reproducibility, multiple testing, confirmatory studies, and missing data in the design of marker studies used for prognosis. Results. - Suggestions are provided for more effectively conducting marker studies. These include more careful attention to adequacy of the number of subjects for a marker study and improved documentation and standardization of assay methods. The importance of complete reporting of study results and description of the statistical analysis methods used is also emphasized. Conclusion. - Cooperation among clinicians, laboratory scientists, and statisticians will be required to conduct statistically sound tumor marker studies and to facilitate prioritizing markers for new and confirmatory studies in an environment of limited patient and specimen resources.

Original languageEnglish (US)
Pages (from-to)1011-1015
Number of pages5
JournalArchives of Pathology and Laboratory Medicine
Volume124
Issue number7
StatePublished - Aug 15 2000

ASJC Scopus subject areas

  • Pathology and Forensic Medicine
  • Medical Laboratory Technology

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    Pajak, T. F., Clark, G. M., Sargent, D. J., McShane, L. M., & Hammond, M. E. H. (2000). Statistical issues in tumor marker studies. Archives of Pathology and Laboratory Medicine, 124(7), 1011-1015.