Back to Authors

Pajak, Thomas F.

Mayo Clinic

American College of Radiology

Citations 2

Statistical Issues in Tumor Marker Studies
Pajak, Thomas F., Clark, Gary M. , Hammond, M. Elizabeth H. , Clark, Gary M., Sargent, Daniel J. , McShane, Lisa M.

Archives of Pathology & Laboratory Medicine | January 28, 2021 | Volume: 124 | Issue: 7 | Pages: 1011-1015

10.5858/2000-124-1011-siitms Get It

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.
INT 0123 (Radiation Therapy Oncology Group 94-05) Phase III Trial of Combined-Modality Therapy for Esophageal Cancer: High-Dose Versus Standard-Dose Radiation Therapy
Minsky, Bruce D. , Pajak, Thomas F., Ginsberg, Robert J., Pisansky, Thomas M. , Martenson, James A., Komaki, Ritsuko , Okawara, Gordon, Kelsen, David P., Rosenthal, Seth A.

Journal of Clinical Oncology | February 24, 2017 | Volume: 20 | Issue: 5 | Pages: 1167-1174

10.1200/jco.2002.20.5.1167 Get It

PURPOSE: To compare the local/regional control, survival, and toxicity of combined-modality therapy using high-dose (64.8 Gy) versus standard-dose (50.4 Gy) radiation therapy for the treatment of patients with esophageal cancer. PATIENTS AND METHODS: A total of 236 patients with clinical stage T1 to T4, N0/1, M0 squamous cell carcinoma or adenocarcinoma selected for a nonsurgical approach, after stratification by weight loss, primary tumor size, and histology, were randomized to receive combined-modality therapy consisting of four monthly cycles of fluorouracil (5-FU) (1,000 mg/m 2 /24 hours for 4 days) and cisplatin (75 mg/m 2 bolus day 1) with concurrent 64.8 Gy versus the same chemotherapy schedule but with concurrent 50.4 Gy. The trial was stopped after an interim analysis. The median follow-up was 16.4 months for all patients and 29.5 months for patients still alive. RESULTS: For the 218 eligible patients, there was no significant difference in median survival (13.0 v 18.1 months), 2-year survival (31% v 40%), or local/regional failure and local/regional persistence of disease (56% v 52%) between the high-dose and standard-dose arms. Although 11 treatment-related deaths occurred in the high-dose arm compared with two in the standard-dose arm, seven of the 11 deaths occurred in patients who had received 50.4 Gy or less. CONCLUSION: The higher radiation dose did not increase survival or local/regional control. Although there was a higher treatment-related mortality rate in the patients assigned to the high-dose radiation arm, it did not seem to be related to the higher radiation dose. The standard radiation dose for patients treated with concurrent 5-FU and cisplatin chemotherapy is 50.4 Gy.