Skip to main content

Advertisement

Log in

Meta-analysis of the association between progression-free survival and overall survival in metastatic colorectal cancer

  • Original Article
  • Published:
International Journal of Colorectal Disease Aims and scope Submit manuscript

Abstract

Purpose

The validity of progression-free survival (PFS) as a surrogate endpoint for overall survival (OS) in metastatic colorectal cancer (mCRC) trials has been studied, primarily in first-line treatment. The relationship between PFS and OS has not been well studied in later lines of treatment.

Methods

We conducted a systematic literature review of mCRC phase 2 and 3 clinical trials that reported OS and PFS (or time-to-progression [TTP]) data. Correlation between endpoints (either PFS alone or PFS aggregated with TTP [PFS_TTP]) was estimated within treatment arms. Treatment effect was the ratio of the median time to OS, PFS, or PFS_TTP in the “control” versus “experimental” arm. We conducted meta-regression analyses and performed receiver-operating characteristic (ROC) analysis.

Results

We analyzed data from 62 articles (23,527 patients). A high positive correlation was found between median PFS_TTP and median OS within treatment arms (r = 0.87; 95% confidence interval [CI], 0.82–0.91) and also between the median OS and median PFS (r = 0.89, 95% CI, 0.83–0.93)]. R 2 was 0.48 for PFS_TTP and 0.59 for PFS; R 2 for PFS_TTP was higher for first-line (R 2 = 0.54) than second-line studies (R 2 = 0.38). The ROC analysis is presented as a conceptual tool for evaluating the performance of PFS as a surrogate for OS at various thresholds.

Conclusions

The correlation of PFS, alone or aggregated with TTP, with OS in clinical trials of patients with mCRC is robust across lines of therapy and provides a useful means of predicting improvements in OS using PFS data.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Abbreviations

ASCO:

American Society of Clinical Oncology

AUC:

Area under the curve

CI:

Confidence interval

HR:

Hazard ratio

OS:

Overall survival

PFS:

Progression-free survival

ROC:

Receiver-operating characteristic

TTP:

Time-to-progression

References

  1. Johnson JR, Williams G, Pazdur R (2003) End points and United States Food and Drug Administration approval of oncology drugs. J Clin Oncol 21:1404–1411

    Article  PubMed  Google Scholar 

  2. Fleming TR, Rothmann MD, Lu HL (2009) Issues in using progression-free survival when evaluating oncology products. J Clin Oncol 27:2874–2880

    Article  PubMed  Google Scholar 

  3. Saad ED, Katz A, Hoff PM, Buyse M (2010) Progression-free survival as surrogate and as true end point: insights from the breast and colorectal cancer literature. Ann Oncol 21:7–12

    Article  PubMed  CAS  Google Scholar 

  4. Prentice RL (1989) Surrogate endpoints in clinical trials: definition and operational criteria. Stat Med 8:431–440

    Article  PubMed  CAS  Google Scholar 

  5. Freedman LS, Graubard BI, Schatzkin A (1992) Statistical validation of intermediate endpoints for chronic diseases. Stat Med 11:167–178

    Article  PubMed  CAS  Google Scholar 

  6. Buyse M, Molenberghs G (1998) Criteria for the validation of surrogate endpoints in randomized experiments. Biometrics 54:1014–1029

    Article  PubMed  CAS  Google Scholar 

  7. Shi Q, Sargent D (2009) Meta-analysis for the evaluation of surrogate endpoints in cancer clinical trials. Int J Clin Oncol 14:102–111

    Article  PubMed  Google Scholar 

  8. Buyse M, Molenberghs G, Burzykowski T, Renard D, Geys H (2000) The validation of surrogate endpoints in meta-analyses of randomized experiments. Biostatistics 1:49–67

    Article  PubMed  Google Scholar 

  9. Louvet C, de Gramont A, Tournigand C, Artru P, Maindrault-Goebel F, Krulik M (2001) Correlation between progression free survival and response rate in patients with metastatic colorectal carcinoma. Cancer 91:2033–2038

    Article  PubMed  CAS  Google Scholar 

  10. Tang PA, Bentzen SM, Chen EX, Siu LL (2007) Surrogate end points for median overall survival in metastatic colorectal cancer: literature-based analysis from 39 randomized controlled trials of first-line chemotherapy. J Clin Oncol 25:4562–4568

    Article  PubMed  Google Scholar 

  11. Buyse M, Burzykowsky T, Caroll K et al (2007) Progression-free survival is a surrogate for survival in advanced colorectal cancer. J Clin Oncol 25:5218–5224

    Article  PubMed  CAS  Google Scholar 

  12. Buyse M, Thirion P, Carlson RW, Burzykowski T, Molenberghs G, Piedbois P (2000) Relation between tumour response to first-line chemotherapy and survival in advanced colorectal cancer: a meta-analysis. Meta-Analysis Group in Cancer. Lancet 356:373–378

    Article  PubMed  CAS  Google Scholar 

  13. Johnson KR, Ringland C, Stokes BJ et al (2006) Response rate or time to progression as predictors of survival in trials of metastatic colorectal cancer or non–small-cell lung cancer: a meta-analysis. Lancet Oncol 7:741–746

    Article  PubMed  Google Scholar 

  14. Sargent DJ, Wieand HS, Haller DG et al (2005) Disease-free survival versus overall survival as a primary end point for adjuvant colon cancer studies: individual patient data from 20,898 patients on 18 randomized trials. J Clin Oncol 23:8664–8670

    Article  PubMed  Google Scholar 

  15. Sherrill B, Amonkar M, Wu Y et al (2008) Relationship between effects on time-to-disease progression and overall survival in studies of metastatic breast cancer. Br J Cancer 99:1572–1578

    Article  PubMed  CAS  Google Scholar 

  16. Higgins JPT, Green S (eds) (2005) Cochrane handbook for systematic reviews of interventions 4.2.5. In: The Cochrane Library, Issue 3. Wiley, Chichester

    Google Scholar 

  17. Kabbinavar F, Hurwitz HI, Fehrenbacher L et al (2003) Phase II, randomized trial comparing bevacizumab plus fluorouracil (FU)/leucovorin (LV) with FU/LV alone in patients with metastatic colorectal cancer. J Clin Oncol 21:60–65

    Article  PubMed  CAS  Google Scholar 

  18. Underhill C, Goldstein D, Gorbounova VA et al (2007) A randomized phase II trial of pemetrexed plus irinotecan (ALIRI) versus leucovorin-modulated 5-FU plus irinotecan (FOLFIRI) in first-line treatment of locally advanced or metastatic colorectal cancer. Oncology 73:9–20

    Article  PubMed  CAS  Google Scholar 

  19. Van Cutsem E, Peeters M, Siena S et al (2007) Open-label phase III trial of panitumumab plus best supportive care compared with best supportive care alone in patients with chemotherapy-refractory metastatic colorectal cancer. J Clin Oncol 25:1658–1664

    Article  PubMed  Google Scholar 

  20. Hecht JR, Mitchell E, Chidiac T et al (2009) A randomized phase IIIB trial of chemotherapy, bevacizumab, and panitumumab compared with chemotherapy and bevacizumab alone for metastatic colorectal cancer. J Clin Oncol 27:672–680

    Article  PubMed  CAS  Google Scholar 

  21. Fuchs CS, Marshall J, Mitchell E et al (2007) Randomized, controlled trial of irinotecan plus infusional, bolus, or oral fluoropyrimidines in first-line treatment of metastatic colorectal cancer: results from the BICC-C Study. J Clin Oncol 25:4779–4786

    Article  PubMed  CAS  Google Scholar 

  22. Kemeny N, Garay CA, Gurtler J et al (2004) Randomized multicenter phase II trial of bolus plus infusional fluorouracil/leucovorin compared with fluorouracil/leucovorin plus oxaliplatin as third-line treatment of patients with advanced colorectal cancer. J Clin Oncol 22:4753–4761

    Article  PubMed  CAS  Google Scholar 

  23. Youden WJ (1950) Index for rating diagnostic tests. Cancer 3:32–35

    Article  PubMed  CAS  Google Scholar 

  24. Tsujino K, Kawaguchi T, Kubo A et al (2009) Response rate is associated with prolonged survival in patients with advanced non-small cell lung cancer treated with gefitinib or erlotinib. J Thorac Oncol 4:994–1001

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

The study was funded by Bayer Healthcare Pharmaceutical Inc.

Conflict of interest

Giovanna Devercelli and István Molnár are employees of Bayer Healthcare Pharmaceutical Inc. Costel Chirila, Dawn Odom, Shahnaz Khan, Bintu Sherif, James Kaye, and Beth Sherrill, are employees of RTI Health Solutions and received funding from Bayer Healthcare Pharmaceutical Inc. to perform the analyses reported in this manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Costel Chirila.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Chirila, C., Odom, D., Devercelli, G. et al. Meta-analysis of the association between progression-free survival and overall survival in metastatic colorectal cancer. Int J Colorectal Dis 27, 623–634 (2012). https://doi.org/10.1007/s00384-011-1349-7

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00384-011-1349-7

Keywords

Navigation