Randomized Trials in Oncology Stopped Early for Benefit

  1. Ryan A. Wilcox
  1. Mayo Clinic, Rochester, MN
  1. Benjamin Djulbegovic
  1. H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
  1. Gordon H. Guyatt
  1. McMaster University, Hamilton, ON
  1. Victor M. Montori
  1. Mayo Clinic, Rochester, MN

Investigators conducting randomized controlled trials (RCTs) who find a large treatment effect before the planned completion of the study may terminate the study early. A systematic review of RCTs that were stopped early for benefit recently concluded that many of these trials not only failed to adequately report those factors, which informed the investigators’ decision to terminate the study prematurely, but also reported implausibly large treatment effects.1 Despite their propensity to overestimate the true treatment effect, particularly when few end points had occurred, these trials are becoming more prevalent and are often published in high-impact journals.

The United Kingdom Medical Research Council's (MRC's) 12th acute myeloid leukemia trial (AML12), which sought to determine whether an additional course of consolidation chemotherapy improved survival when compared with four courses of chemotherapy, illustrates the problem of overestimation of treatment effects as a result of stopping early for apparent benefit.2 An interim analysis demonstrated a significant survival advantage in favor of five cycles of chemotherapy. As the difference in survival did not meet the stopping rule, the study was continued, and the next interim analysis was performed 6 months later. This interim analysis again found that five cycles of chemotherapy was associated with improved survival (hazard ratio [HR], 0.55; 95% CI, 0.38 to 0.80; P = .002). Given the implausibility of these results (because of the larger than expected effect on mortality and its inconsistency with the reduction in the risk of relapse, the key postulated mechanism for improved survival), the investigators continued the trial despite the apparent difference in survival. After random assignment of more than 1,000 patients, a significant survival advantage for five courses of consolidation chemotherapy could not be demonstrated, with an HR of 1.09 (95% CI, 0.87 to 1.37; P = .4). The apparently significant results observed after few end points (ie, deaths) had occurred may be explained by data analysis at a “random high,” when a disproportionate number of events had occurred in the experimental arm by chance. Had this trial been stopped early and its results used to justify an additional course of consolidation chemotherapy, subsequent patients with acute myeloid leukemia would have been exposed to a costly, potentially toxic and ineffective therapy.

The extent to which medical oncology RCTs that are stopped early for benefit manifest problems of inadequate reporting and likely effect overestimations, remains uncertain. Therefore, we examined in detail the medical oncology RCTs previously reported in the larger systematic review.1 We reviewed the study characteristics, features related to the decision to monitor and stop the study early (sample size, interim analyses, monitoring and stopping rules), the number of events, and the estimated treatment effects reported in the 29 RCTs in medical oncology that had been stopped early for benefit (Appendix, online only).

Premature termination of RCTs in medical oncology is becoming more prevalent, as 52% of those RCTs stopped early for benefit were published in the years 2000 to 2004. Furthermore, 41% were published in three high-impact medical journals (New England Journal of Medicine, Lancet, and JAMA). Most trials (72%) reported a primary source of funding, 76% of which were primarily funded by a not-for-profit or government organization; 24% were industry-sponsored. RCTs reported (1) the planned sample size (n = 23), (2) the interim analysis at which the study was terminated (n = 18), and (3) whether the decision to stop the study prematurely was informed by a stopping rule (n = 17). Only 13 (45%) reported all three.

The relative risk (RR), either reported or calculated, and total number of events were available for all those RCTs reporting dichotomous end points (n = 27). The median RRs and total number of events were 0.54 (interquartile range, 0.3 to 0.7) and 61 (interquartile range, 23 to 144), respectively. Nine of the 12 RCTs that reported a RR ≥ the median RR reported more than the median number of events. Conversely, the majority of RCTs (73%) that found an RR less than the median also reported fewer than the median number of events, suggesting that RCTs stopped early after only a few events accrued tend to report large treatment affects. Indeed, the odds of reporting a large treatment effect (ie, a RR less than the median) were 12.2 times (95% CI, 2.0 to 75.1) greater when the studies accrued fewer than the median number of events than when they stopped later, after more events had occurred. The correlation between the number of events and the apparent treatment effect, expressed as an RR, was highly significant (r = 0.75; P < .0001). Therefore, the risk of significantly overestimating the treatment effect diminishes when the number of events accrued is large. While preliminary explorations suggest that subsequent trials confirmed the statistical significance of 64% of trials stopped early for benefit in oncology, we are concerned with the overestimation of the true treatment effect and how this could affect risk-benefit tradeoffs necessary for sound clinical decision making.3 Given the strong correlation between the apparent treatment effect and the number of events, it would seem prudent to perform interim analyses only after a sufficient number of events have occurred so as to reduce the likelihood of overestimating the true treatment effect.

A number of factors may motivate the various stakeholders involved in the conduct of randomized trials to terminate a study prematurely as soon as a difference emerges between the experimental and control arms. Clinicians, investigators, patient advocacy groups, and data monitoring committees may hope to offer patients randomly assigned to the control arm the superior treatment; the prospect of a high-impact publication may motivate both investigators and journal editors; fiscal considerations may influence funding agencies. Data monitoring committees are in a particularly difficult position when they face trials indicating possibly large benefits. If the trial continues, many patients will continue to receive a potentially inferior treatment. If the trial stops, clinicians and patients, including participants in the trial, may prematurely adopt a new therapy of questionable efficacy and unclear safety.4 Thus, stopping trials early for benefit may be unethical, as a trial that produces an inflated treatment effect loses its scientific and societal value, and risks failing to honor the trial participants and to benefit future patients.5

Clinicians should interpret RCTs stopped early for benefit with caution, as the large treatment effect observed may be a chance finding. When a trial's stopping boundaries have been exceeded due to an implausibly large treatment effect, investigators may choose to continue a trial only to find that no important difference between treatment arms exists. The MRC AML12 trial, cited earlier, is one such example. Furthermore, trials that are terminated prematurely and report implausibly large treatment effects may have considerable impact on practice, as illustrated by trials investigating the use of preoperative beta-blockers.6-8

Some experts have suggested handling the overestimation of the results of a trial stopped early for benefit using statistical adjustments that take into account the number of interim analyses performed. While we are not aware of strong evidence supporting this approach, none of the truncated RCTs in medical oncology we reviewed reported an adjusted estimate of the treatment effect or indicated that stopping early and the resulting bias were significant limitations of the study. The identification of study characteristics that are able to predict the likelihood of overestimating the true treatment effect and determine the degree to which truncated RCTs may overestimate this effect, are areas of ongoing investigation.

Clinicians must interpret RCTs stopped early for benefit with caution, especially when information about the decision to stop early is not provided and few events have occurred. Failure to do so may result in prematurely translating the findings reported in these trials into clinical practice. Our ongoing research in this matter will help identify when and to what extent results from trials stopped early for benefit are in fact too good to be true.

AUTHORS’ DISCLOSURES OF POTENTIAL CONFLICTS OF INTEREST

The author(s) indicated no potential conflicts of interest.

AUTHOR CONTRIBUTIONS

Conception and design: Ryan A. Wilcox, Victor M. Montori

Provision of study materials or patients: Victor M. Montori

Collection and assembly of data: Ryan A. Wilcox, Victor M. Montori

Data analysis and interpretation: Ryan A. Wilcox, Benjamin Djulbegovic, Gordon H. Guyatt, Victor M. Montori

Manuscript writing: Ryan A. Wilcox, Benjamin Djulbegovic, Gordon H. Guyatt, Victor M. Montori

Final approval of manuscript: Ryan A. Wilcox, Benjamin Djulbegovic, Gordon H. Guyatt, Victor M. Montori

Appendix

1. Aigner KR, Gailhofer S, Kopp S: Regional versus systemic chemotherapy for advanced pancreatic cancer: a randomized study. Hepato-Gastroenterology 45:1125-9, 1998

2. Anonymous: Long-term results of the CHOP regimen in stage C chronic lymphocytic leukaemia. French Cooperative Group on Chronic Lymphocytic Leukaemia.[see comment]. Br J Haematol 73:334-340, 1989

3. Anonymous: Interferon-alpha and survival in metastatic renal carcinoma: early results of a randomised controlled trial. Medical Research Council Renal Cancer Collaborators.[see comment]. Lancet 353:14-17, 1999

4. Bruzzone M, Repetto L, Chiara S, et al: Chemotherapy versus radiotherapy in the management of ovarian cancer patients with pathological complete response or minimal residual disease at second look. Gynecol Oncol 38:392-395, 1990

5. Cassileth PA, Harrington DP, Hines JD, et al: Maintenance chemotherapy prolongs remission duration in adult acute nonlymphocytic leukemia. J Clin Oncol 6:583-587, 1988

6. Clark LC, Combs GF, Jr., Turnbull BW, et al: Effects of selenium supplementation for cancer prevention in patients with carcinoma of the skin. A randomized controlled trial. Nutritional Prevention of Cancer Study Group.[see comment][erratum appears in JAMA 1997 May 21;277(19):1520]. JAMA 276:1957-1963, 1996

7. Comella P, Frasci G, Panza N, et al: Randomized trial comparing cisplatin, gemcitabine, and vinorelbine with either cisplatin and gemcitabine or cisplatin and vinorelbine in advanced non-small-cell lung cancer: interim analysis of a phase III trial of the Southern Italy Cooperative Oncology Group.[see comment]. J Clin Oncol 18:1451-1457, 2000

8. Cooper JS, Guo MD, Herskovic A, et al: Chemoradiotherapy of locally advanced esophageal cancer: long-term follow-up of a prospective randomized trial (RTOG 85-01). Radiation Therapy Oncology Group. JAMA 281:1623-1627, 1999

9. Fenaux P, Le Deley MC, Castaigne S, et al: Effect of all transretinoic acid in newly diagnosed acute promyelocytic leukemia. Results of a multicenter randomized trial. European APL 91 Group. Blood 82:3241-3249, 1993

10. Fisher B, Costantino JP, Wickerham DL, et al: Tamoxifen for prevention of breast cancer: report of the National Surgical Adjuvant Breast and Bowel Project P-1 Study.[see comment]. J Natl Cancer Inst 90:1371-1388, 1998

11. Frasci G, Lorusso V, Panza N, et al: Gemcitabine plus vinorelbine yields better survival outcome than vinorelbine alone in elderly patients with advanced non-small cell lung cancer. A Southern Italy Cooperative Oncology Group (SICOG) phase III trial. Lung Cancer 34 Suppl 4:S65-S69, 2001

12. Goss PE, Ingle JN, Martino S, et al: A randomized trial of letrozole in postmenopausal women after five years of tamoxifen therapy for early-stage breast cancer.[see comment]. N Engl J Med 349:1793-1802, 2003

13. Herskovic A, Martz K, al-Sarraf M, et al: Combined chemotherapy and radiotherapy compared with radiotherapy alone in patients with cancer of the esophagus.[see comment]. N Engl J Med 326:1593-1598, 1992

14. Higgins B, Thompson IM: The Prostate Cancer Prevention Trial: current status. J Urol 171:S15-S17; discussion S8, 2004

15. Kalser MH, Ellenberg SS: Pancreatic cancer. Adjuvant combined radiation and chemotherapy following curative resection.[erratum appears in Arch Surg 1986 Sep;121(9):1045]. Arch Surg 120:899-903, 1985

16. Lau WY, Leung TW, Ho SK, et al: Adjuvant intra-arterial iodine-131-labelled lipiodol for resectable hepatocellular carcinoma: a prospective randomised trial.[see comment]. Lancet 353:797-801, 1999

17. Lauer SJ, Shuster JJ, Mahoney DH, Jr., et al: A comparison of early intensive methotrexate/mercaptopurine with early intensive alternating combination chemotherapy for high-risk B-precursor acute lymphoblastic leukemia: a Pediatric Oncology Group phase III randomized trial. Leukemia 15:1038-1045, 2001

18. Markman M, Liu PY, Wilczynski S, et al: Phase III randomized trial of 12 versus 3 months of maintenance paclitaxel in patients with advanced ovarian cancer after complete response to platinum and paclitaxel-based chemotherapy: a Southwest Oncology Group and Gynecologic Oncology Group trial.[see comment]. J Clin Oncol 21:2460-2465, 2003

19. Moore MJ, Hamm J, Dancey J, et al: Comparison of gemcitabine versus the matrix metalloproteinase inhibitor BAY 12-9566 in patients with advanced or metastatic adenocarcinoma of the pancreas: a phase III trial of the National Cancer Institute of Canada Clinical Trials Group. J Clin Oncol 21:3296-3302, 2003

20. Mori K, Kondo T, Kamiyama Y, et al: Preventive effect of Kampo medicine (Hangeshashin-to) against irinotecan-induced diarrhea in advanced non-small-cell lung cancer. Cancer Chemother Pharmacol 51:403-406, 2003

21. Noda K, Nishiwaki Y, Kawahara M, et al: Irinotecan plus cisplatin compared with etoposide plus cisplatin for extensive small-cell lung cancer.[see comment]. N Engl J Med 346:85-91, 2002

22. O'Brien SG, Guilhot F, Larson RA, et al: Imatinib compared with interferon and low-dose cytarabine for newly diagnosed chronic-phase chronic myeloid leukemia.[see comment]. N Engl J Med 348:994-1004, 2003

23. Press OW, LeBlanc M, Lichter AS, et al: Phase III randomized intergroup trial of subtotal lymphoid irradiation versus doxorubicin, vinblastine, and subtotal lymphoid irradiation for stage IA to IIA Hodgkin's disease. J Clin Oncol 19:4238-4244, 2001

24. Rosell R, Gomez-Codina J, Camps C, et al: A randomized trial comparing preoperative chemotherapy plus surgery with surgery alone in patients with non-small-cell lung cancer.[see comment]. N Engl J Med 330:153-158, 1994

25. Roth JA, Fossella F, Komaki R, et al: A randomized trial comparing perioperative chemotherapy and surgery with surgery alone in resectable stage IIIA non-small-cell lung cancer.[see comment]. J Natl Cancer Inst 86:673-680, 1994

26. Sandler RS, Halabi S, Baron JA, et al: A randomized trial of aspirin to prevent colorectal adenomas in patients with previous colorectal cancer.[see comment][erratum appears in N Engl J Med. 2003 May 8;348(19):1939]. N Engl J Med 348:883-890, 2003

27. Thornes D, Daly L, Lynch G, et al: Prevention of early recurrence of high risk malignant melanoma by coumarin. Irish Melanoma Group. Eur J Surg Oncol 15:431-435, 1989

28. Toner GC, Stockler MR, Boyer MJ, et al: Comparison of two standard chemotherapy regimens for good-prognosis germ-cell tumours: a randomised trial. Australian and New Zealand Germ Cell Trial Group. Lancet 357:739-745, 2001

29. Yang JC, Haworth L, Sherry RM, et al: A randomized trial of bevacizumab, an anti-vascular endothelial growth factor antibody, for metastatic renal cancer.[see comment]. N Engl J Med 349:427-434, 2003

REFERENCES

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