Abstract
Despite years of research and hundreds of reports on tumour markers in oncology, the
number of markers that have emerged as clinically useful is pitifully small. Often
initially reported studies of a marker show great promise, but subsequent studies
on the same or related markers yield inconsistent conclusions or stand in direct contradiction
to the promising results. It is imperative that we attempt to understand the reasons
that multiple studies of the same marker lead to differing conclusions. A variety
of methodologic problems have been cited to explain these discrepancies. Unfortunately,
many tumour marker studies have not been reported in a rigorous fashion, and published
articles often lack sufficient information to allow adequate assessment of the quality
of the study or the generalisability of study results. The development of guidelines
for the reporting of tumour marker studies was a major recommendation of the National
Cancer Institute-European Organisation for Research and Treatment of Cancer (NCI-EORTC)
First International Meeting on Cancer Diagnostics in 2000. As for the successful CONSORT
initiative for randomised trials and for the STARD statement for diagnostic studies,
we suggest guidelines to provide relevant information about the study design, pre-planned
hypotheses, patient and specimen characteristics, assay methods, and statistical analysis
methods. In addition, the guidelines suggest helpful presentations of data and important
elements to include in discussions. The goal of these guidelines is to encourage transparent
and complete reporting so that the relevant information will be available to others
to help them to judge the usefulness of the data and understand the context in which
the conclusions apply.
Keywords
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References
- Tumor marker utility grading system: a framework to evaluate clinical utility of tumor markers.J Natl Cancer Inst. 1996; 88: 1456-1466
- American Society of Clinical Oncology Tumor Markers Expert Panel. 2000 update of recommendations for the use of tumor markers in breast and colorectal cancer: clinical practice guidelines of the American Society of Clinical Oncology.J Clin Oncol. 2001; 19: 1865-1878
- Introduction: tumor markers as clinical cancer tests – are we there yet?.Semin Oncol. 2002; 29: 211-212
- Breast cancer prognostic factors: evaluation guidelines.J Natl Cancer Inst. 1991; 83: 154-155
- The future of prognostic factors in outcome prediction for patients with cancer.Cancer. 1992; 70: 2367-2377
- Criteria for prognostic factors and for an enhanced prognostic system.Cancer. 1993; 72: 3131-3135
- The risk of determining risk with multivariable models.Ann Intern Med. 1993; 118: 201-210
- Evaluating the potential usefulness of new prognostic and predictive indicators in node-negative breast cancer patients.J Natl Cancer Inst. 1993; 85: 1206-1219
- Statistical aspects of prognostic factor studies in oncology.Br J Cancer. 1994; 69: 979-985
- Prognostic variables in node-negative and node-positive breast cancer.Breast Cancer Res Treat. 1998; 52: 321-331
- Predicting the future: a critical appraisal of cancer prognosis studies.Histopathology. 1999; 35: 489-494
- Potential for selection bias with tumor tissue retrieval in molecular epidemiology studies.Ann Epidemiol. 2002; 12: 1-6
- Comparison of mitotic index, in vitro bromodeoxyuridine labeling, and MIB-1 assays to quantitate proliferation in breast cancer.J Clin Oncol. 1999; 17: 470-477
- Sensitivity of HER-2/neu antibodies in archival tissue samples of invasive breast carcinomas. Correlation with oncogene amplification in 160 cases.Am J Clin Pathol. 2000; 113: 675-682
- Reproducibility of p53 immunohistochemistry in bladder tumors.Clin Cancer Res. 2000; 6: 1854-1864
- Real-world performance of HER2 testing – National Surgical Adjuvant Breast and Bowel Project Experience.J Natl Cancer Inst. 2002; 94: 852-854
- Concordance between local and central laboratory HER2 testing in the breast intergroup trial N9831.J Natl Cancer Inst. 2002; 94: 855-857
- Review of survival analyses published in cancer journals.Br J Cancer. 1995; 72: 511-518
- Prognostic factors in non-small cell lung cancer: a decade of progress.Chest. 2002; 122: 1037-1057
- Prognostic factors in node-negative breast cancer: a review of studies with sample size more than 200 and follow-up more than 5 years.Ann Surg. 2002; 235: 10-26
- Reporting of prognostic markers: current problems and development of guidelines for evidence-based practice in the future.Br J Cancer. 2003; 88: 1191-1198
- A systematic review of molecular and biological markers in tumours of the Ewing’s sarcoma family.Eur J Cancer. 2003; 39: 19-30
- Missing covariate data within cancer prognostic studies: a review of current reporting and proposed guidelines.Br J Cancer. 2004; 91: 4-8
- Thymidylate synthase expression and prognosis in colorectal cancer: a systematic review and meta-analysis.J Clin Oncol. 2004; 22: 529-536
- A systematic review of molecular and biological tumor markers in neuroblastoma.Clin Cancer Res. 2004; 10: 4-12
- Methodological challenges in the evaluation of prognostic factors in breast cancer.Breast Cancer Res Treat. 1998; 52: 289-303
- A guide for reviewing submitted manuscripts (and indications for the design of translational research studies on biomarkers).Int J Biol Markers. 1999; 14: 123-133
- Systematic reviews of evaluations of prognostic variables.in: Egger M. Smith Davey G. Altman D.G. Systematic reviews in health care. Meta-analysis in context. 2nd ed. BMJ Books, London2001: 228-247
- Systematic reviews of evaluations of prognostic variables.BMJ. 2001; 323: 224-228
- Statistical methods for the analysis of prognostic factor studies.in: Gospodarowicz M.K. Henson D.E. Hutter R.V.P. O’Sullivan B. Sobin L.H. Wittekind Ch. Prognostic factors in cancer. 2nd ed. Wiley-Liss, New York2001: 37-48
- Evaluating prognostic factor studies.in: Gospodarowicz M.K. Henson D.E. Hutter R.V.P. O’Sullivan B. Sobin L.H. Wittekind Ch. Prognostic factors in cancer. 2nd ed. Wiley-Liss, New York2001: 49-56
- Biostatistics and tumor marker studies in breast cancer: Design, analysis and interpretation issues.Int J Biol Markers. 2003; 18: 40-48
Schumacher M, Holländer N, Schwarzer G, Sauerbrei W. Prognostic factor studies. In: Crowley J, editor. Handbook of statistics in clinical oncology, Chapter 18, pp. 307–351. New York: CRC Press.
- The CONSORT statement: revised recommendations for improving the quality of reports of parallel-group randomized trials.JAMA. 2001; 285: 1987-1991
- Towards complete and accurate reporting of studies of diagnostic accuracy: the STARD initiative. Standards for Reporting of Diagnostic Accuracy.Clin Chem. 2003; 49: 1-6
- Dangers of using “optimal” cutpoints in the evaluation of prognostic factors.J Natl Cancer Inst. 1994; 86: 829-835
- Why do so many prognostic factors fail to pan out.Breast Cancer Res Treat. 1992; 22: 197-206
- Improving the quality of reports of meta-analyses of randomised controlled trials: the QUOROM statement.Lancet. 1999; 354: 1896-1900
- Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-analysis Of Observational Studies in Epidemiology (MOOSE) group.JAMA. 2000; 283: 2008-2012
- Issues and barriers to development of clinically useful tumor markers: a development pathway proposal.Semin Oncol. 2002; 29: 213-221
- The revised CONSORT statement for reporting randomized trials: explanation and elaboration.Ann Intern Med. 2001; 134: 663-694
- Standards for Reporting of Diagnostic Accuracy. The STARD statement for reporting studies of diagnostic accuracy: explanation and elaboration.Clin Chem. 2003; 49: 7-18
Article info
Publication history
Accepted:
March 31,
2005
Received:
January 8,
2005
Identification
Copyright
© 2005 Douglas G. Altman DSc, Gary M. Clark PhD, Dr. Massimo Gion, and Dr. Willi Sauerbrei. Published by Elsevier Inc. All rights reserved.