Statistical comparison of survival models for analysis of cancer data

Asian Pacific Journal of Cancer Prevention

Volumn 9, Issue 3, 2008, Pages 417-420

  Moghimi Dehkordi, Bijan ^a   Safaee, Azadeh ^a   Pourhoseingholi, Mohamad Amin ^a   Fatemi, Reza ^a   Tabeie, Ziaoddin ^b   Zali, Mohammad Reza ^a  

^a SHAHID BEHESHTI UNIVERSITY   (Iran)

^b SHIRAZ UNIVERSITY OF MEDICAL SCIENCES   (Iran)

Author keywords

AIC; Cox regression; Parametric models; Prognosis; Stomach cancer

Indexed keywords

EID: 67650917917     PISSN: 15137368     EISSN: 2476762X     Source Type: Journal    
DOI: None     Document Type: Article

References (44)

1. Akaike H (1977). A new look at the statistical model identification. IEEE Trans Automatic Control, 19, 716-23.
2. Altman DG, De Stavola BL, Love SB, Stepniewska KA (1985). Review of survival analyses published in cancer journals. Br J Cancer, 72, 511-8.
3. Arveux P, Faivre J, Boutron MC, et al (1992). Prognosis of gastric carcinoma after curative surgery. A population based study using multivariate crude and relative survival analysis. Dig Dis Sci, 37, 757-63.
4. Barchielli A, Amorosi A, Balzi D, Crocetti E, Nesi G (2001). Long-term prognosis of gastric cancer in a European country: a population-based study in Florence. 10-year survival of cases diagnosed in 1985-1987. Eur J Cancer, 37, 1674-80.
5. Basili G, Nesi G, Barchielli A, Manetti A, Biliotti G (2003). Pathologic features and long-term results in early gastric cancer: report of 116 cases 8-13 years after surgery. World J Surg, 27, 149-52.
6. Cady B, Rossi RL, Silverman ML, Piccione W, Heck TA (1989). Gastric adenocarcinoma, A disease in transition. Arch Surg, 124, 303-8.
7. Carriaga MT, Henson DE (1995). The histologic grade of cancer. Cancer, 75 Suppl, 406-21.
8. Corrente JE, Chalita LVAS, Moreira JA (2003). Choosing between Cox proportional hazards and logistic models for interval-censored data via bootstrap. J Applied Stats, 30, 37-47.
9. Cox DR (1972). Regression models and life-table. J Royal Stat Soc B, 34, 187-220.
10. Efron B (1977). The efficiency of Cox's likelihood function for censored data. J Am Stat Assoc, 72, 557-65.
11. Faycal J, Bessaguet C, Nousbaum JB, et al (2005). Epidemiology and long term survival of gastric carcinoma in the French district of Finistere between 1984 and 1995. Gastroenterol Clin Biol, 29, 23-32.
12. Harrison JD, Fielding JW (1995). Prognostic factors for gastric cancer influencing clinical practice. World J Surg, 19, 496-500.
13. Janer G, Sala M, Kogevinas M (2002). Health promotion trials at worksites and risk factors for cancer. Scand J Work Environ Health, 28, 141-57.
14. Jimeno-Aranda A, Sainz Samitier R, Aragues GM (1996). Gastric cancer in the province of Zaragoza: a survival study. Neoplasma, 43, 199-203.
15. Jun T, Xiao-Dong W, Zhen-Chun CH (2004). Survival of patient with gastric cancer in changle city of China. World J Gastroenterol, 10, 1543-46.
16. Kitamura K, Yamaguchi T, Taniguchi H, et al (1996). Clinicopathological characteristics of gastric cancer in the elderly. Br J Cancer, 73, 798-802.
17. Klein J, Moeschberger M. Survival Analysis: Techniques for Censored and Truncated Data, New York: Springer-Verlag, 1997.
18. Lawless JF (1998). Parametric models in survival analysis. In Encyclopedia of Biostatistics. Armitage P. Colton T. Wiley: New York, 3254-64.
19. Lee ET (1992). Statistical Methods for Survival Data Analysis. 2nd Ed. New York: John Wiley Sons Inc.: 9-117.
20. Lundegardh G, Adami HO, Malker B (1986). Gastric cancer survival in Sweden: lack of improvement in 19 years. Ann Surg, 204, 546-51.
21. Maehara Y, Oshiro T, Oiwa H, et al (1995). Gastric carcinoma in patients over 70 years of age. Br J Surg, 82,102-5.
22. Massacesi C, Norman A, Price T, et al (2000). A clinical nomogram for predicting long-term survival in advanced colorectal cancer. Eur J Cancer, 36, 2044-52.
23. Matley PJ, Dent DM, Madden MV, Price SK (1988). Gastric carcinoma in young adults. Ann Surg, 208, 593-6.
24. Mitsudomi T, Matsusaka T, Wakasugi K, et al (1989). A clinicopathological study of gastric cancer with special reference to age of the patients; an analysis of 1630 cases. World J Surg, 13, 225-31.
25. Msika S, Benhamiche AM, Jouve JL, Rat P, Faivre J (2000a). Prognostic factors after curative resection for gastric cancer. A population-based study. Eur J Cancer, 36, 390-6.
26. Msika S, Benhamiche AM, Rat P, Faivre J (2000b). Long-term prognosis of gastric cancer in the population of Cote-d'Or. Gastroenterol Clin Biol, 24, 649-55.
27. Nardi A. Schemper M (2003). Comparing Cox and parametric models in clinical studies. Statist Med, 22, 3597-610.
28. Oakes D (1977). The asymptotic information in censored survival data. Biometrika, 64, 441-8.
29. Oertli D, Herzog U, Tondelli P (1994). Prognostic factors in resected stomach carcinoma. Schweiz Med Wochenschr, 124, 945-52.
30. Orbe J, Ferreira E, Nunez-Anton V (2002). Comparing proportional hazards and accelerated failure time models for survival analysis. Statist Med, 21, 3493-510.
31. Pacelli F, Doglietto GB, Alfieri S, et al (1999). Survival in early gastric cancer: multivariate analysis on 72 consecutive cases. Hepatogastroenterology, 46, 1223-8.
32. Park YK, Kim JC, Koh YS, et al (2006). Early gastric carcinoma in young patients. Int Surg, 91, 316-9.
33. Pinheiro PS, van der Heijden LH, Coebergh JW (1999). Unchanged survival of gastric cancer in the southeastern Netherlands since 1982: result of differential trends in incidence according to Lauren type and subsite. Int J Cancer, 84, 28-32.
34. Pourhoseingholi MA, Hajizadeh E, Moghimi Dehkordi B, et al (2007). Comparing Cox regression and parametric models for survival of patients with gastric carcinoma. Asian Pacific J Cancer Prev, 8, 24-6.
35. Saito H, Osaki T, Murakami D, et al (2006). Effect of age on prognosis in patients with gastric cancer. Anz J Surg, 76, 458-61.
36. Salvon-Harman JC, Cady B, Nikulasson S, et al (1994). Shifting proportions of gastric adenocarcinomas. Arch Surg, 129, 381-9.
37. Sánchez-Bueno F, Garcia-Marcilla JA, Perez-Flores D, et al (1998). Prognostic factors in a series of 297 patients with gastric adenocarcinoma undergoing surgical resection. Brit J Surg, 85, 255-60.
38. Shiu MH, Perrotti M, Brennan MF (1989). Adenocarcinoma of the stomach: a multivariate analysis of clinical, pathologic and treatment factors. Hepatogastroenterology, 36, 7-12.
39. Talbäck M, Stenbeck M, Rosén M (2004). Up-to-date long-term survival of cancer patients: an evaluation of period analysis on Swedish Cancer Registry data. Eur J Cancer, 40, 1361-72.
40. Therneau T, Grambsch P (2000). Modeling Survival Data: Extending the Cox Model, New York: Springer-Verlag.
41. Tuech JJ, Cervi C, Pessaux P, et al (1999). Early gastric cancer: univariate and multivariate analysis for survival. Hepatogastroenterology, 46, 3276-80.
42. Yokota T, Kunii Y, Teshima S, et al (2000). Significant prognostic factors in patients with early gastric cancer. Int Surg, 85, 286-90.
43. Yoshida M, Ohtsu A, Boku N, et al (2004). Long-term survival and prognostic factors in patients with metastatic gastric cancers treated with chemotherapy in the Japan Clinical Oncology Group (JCOG) study. Jpn J Clin Oncol, 34, 654-9.
44. Zhang XF, Huang CM, Lu HS, et al (2004). Surgical treatment and prognosis of gastric cancer in 2,613 patients. World J Gastroenterol, 10, 3405-8.