Separate and combined analysis of successive dependent outcomes after breast-conservation surgery: Recurrence, metastases, second cancer and death

BMC Cancer

Volumn 10, Issue , 2010, Pages

  Rondeau, Virginie ^a,b   Mathoulin Pelissier, Simone ^a,c   Tanneau, Lucie ^a   Sasco, Annie J ^a,b   MacGrogan, Gaetan ^c   Debled, Marc ^c  

^a INSERM   (France)

^b UNIVERSITÉ DE BORDEAUX   (France)

^c INSTITUT BERGONIÉ   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ESTROGEN RECEPTOR; PROGESTERONE RECEPTOR;

ADULT; AGE DISTRIBUTION; AGED; ARTICLE; BREAST CANCER; BREAST SURGERY; CANCER GRADING; CANCER MORTALITY; CANCER SIZE; CANCER SURVIVAL; DISEASE COURSE; FEMALE; FOLLOW UP; FRANCE; HIGH RISK POPULATION; HUMAN; MAJOR CLINICAL STUDY; METASTASIS; OUTCOME ASSESSMENT; PROGNOSIS; RECURRENT CANCER; SECOND CANCER; SURGICAL TECHNIQUE; ADJUVANT CHEMOTHERAPY; ADJUVANT THERAPY; AGE; BREAST TUMOR; CANCER INVASION; CANCER STAGING; MIDDLE AGED; MORTALITY; PROPORTIONAL HAZARDS MODEL; PROSPECTIVE STUDY; RISK ASSESSMENT; RISK FACTOR; SEGMENTAL MASTECTOMY; SURVIVAL; TIME; TREATMENT FAILURE; TUMOR RECURRENCE;

ADULT; AGE FACTORS; AGED; BREAST NEOPLASMS; CHEMOTHERAPY, ADJUVANT; DISEASE PROGRESSION; FEMALE; FRANCE; HUMANS; MASTECTOMY, SEGMENTAL; MIDDLE AGED; NEOPLASM INVASIVENESS; NEOPLASM RECURRENCE, LOCAL; NEOPLASM STAGING; NEOPLASMS, SECOND PRIMARY; PROPORTIONAL HAZARDS MODELS; PROSPECTIVE STUDIES; RADIOTHERAPY, ADJUVANT; RISK ASSESSMENT; RISK FACTORS; SURVIVAL ANALYSIS; TIME FACTORS; TREATMENT FAILURE;

EID: 78650654538     PISSN: None     EISSN: 14712407     Source Type: Journal    
DOI: 10.1186/1471-2407-10-697     Document Type: Article

References (32)

1. Veronesi U, Marubini E, Del Vecchio M, Manzari A, Andreola S, Greco M, Luini A, Merson M, Saccozzi R, Rilke F, et al. Local Recurrences and Distant Metastases after Conservative Breast Cancer Treatments: Partly Independent Events. J Natl Cancer Inst 1995, 87:19-27. 10.1093/jnci/87.1.19, 7666458.
2. Mellemkjaer L, Friis S, Olsen JH, Scelo G, Hemminki K, Tracey E, Andersen A, Brewster DH, Pukkala E, McBride ML, Kliewer EV, Tonita JM, Kee-Seng C, Pompe-Kirn V, Martos C, Jonasson JG, Boffetta P, Brennan P. Risk of Second Cancer among Women with Breast Cancer. Int J Cancer 2006, 118:2285-2292. 10.1002/ijc.21651, 16342146.
3. Komoike Y, Akiyama F, Iino Y, Ikeda T, Akashi-Tanaka S, Ohsumi S, Kusama M, Sano M, Shin E, Suemasu K, Sonoo H, Taguchi T, Nishi T, Nishimura R, Haga S, Mise K, Kinoshita T, Murakami S, Yoshimoto M, Tsukuma H, Inaji H. Ipsilateral Breast Tumor Recurrence (Ibtr) after Breast-Conserving Treatment for Early Breast Cancer: Risk Factors and Impact on Distant Metastases. Cancer 2006, 106:35-41. 10.1002/cncr.21551, 16333848.
4. Touboul E, Buffat L, Belkacemi Y, Lefranc JP, Uzan S, Lhuillier P, Faivre C, Huart J, Lotz JP, Antoine M, Pene F, Blondon J, Izrael V, Laugier A, Schlienger M, Housset M. Local Recurrences and Distant Metastases after Breast-Conserving Surgery and Radiation Therapy for Early Breast Cancer. Int J Radiat Oncol Biol Phys 1999, 43:25-38. 10.1016/S0360-3016(98)00365-4, 9989511.
5. de Bock GH, van der Hage JA, Putter H, Bonnema J, Bartelink H, van de Velde CJ. Isolated Loco-Regional Recurrence of Breast Cancer Is More Common in Young Patients and Following Breast Conserving Therapy: Long-Term Results of European Organisation for Research and Treatment of Cancer Studies. Eur J Cancer 2006, 42:351-356. 10.1016/j.ejca.2005.10.006, 16314086.
6. Huston TL, Simmons RM. Locally Recurrent Breast Cancer after Conservation Therapy. Am J Surg 2005, 189:229-235. 10.1016/j.amjsurg.2004.07.039, 15720997.
7. Glynn RJ, Buring JE. Counting Recurrent Events in Cancer Research. J Natl Cancer Inst 2001, 93:488-489. 10.1093/jnci/93.7.488, 11287433.
8. Haffty BG, Reiss M, Beinfield M, Fischer D, Ward B, McKhann C. Ipsilateral Breast Tumor Recurrence as a Predictor of Distant Disease: Implications for Systemic Therapy at the Time of Local Relapse. J Clin Oncol 1996, 14:52-57.
9. Broet P, de la Rochefordiere A, Scholl SM, Fourquet A, De Rycke Y, Pouillart P, Mosseri V, Asselain B. Analyzing Prognostic Factors in Breast Cancer Using a Multistate Model. Breast Cancer Res Treat 1999, 54:83-89. 10.1023/A:1006197524405, 10369084.
10. Meric F, Mirza NQ, Vlastos G, Buchholz TA, Kuerer HM, Babiera GV, Singletary SE, Ross MI, Ames FC, Feig BW, Krishnamurthy S, Perkins GH, McNeese MD, Strom EA, Valero V, Hunt KK. Positive Surgical Margins and Ipsilateral Breast Tumor Recurrence Predict Disease-Specific Survival after Breast-Conserving Therapy. Cancer 2003, 97:926-933. 10.1002/cncr.11222, 12569592.
11. Box-Steffensmeier JM, De Boef S. Repeated Events Survival Models: The Conditional Frailty Model. Stat Med 2006, 25:3518-3533. 10.1002/sim.2434, 16345026.
12. Maillet P, Chappuis PO, Khoshbeen-Boudal M, Sciretta V, Sappino AP. Twenty-Three Novel Brca1 and Brca2 Sequence Variations Identified in a Cohort of Swiss Breast and Ovarian Cancer Families. Cancer Genet Cytogenet 2006, 169:62-68. 10.1016/j.cancergencyto.2006.03.010, 16875939.
13. de Mascarel I, MacGrogan G, Mathoulin-Pelissier S, Soubeyran I, Picot V, Coindre JM. Breast Ductal Carcinoma in Situ with Microinvasion: A Definition Supported by a Long-Term Study of 1248 Serially Sectioned Ductal Carcinomas. Cancer 2002, 94:2134-2142. 10.1002/cncr.10451, 12001109.
14. de Mascarel I, Soubeyran I, MacGrogan G, Picot V, Mathoulin-Pelissier S. Immunohistochemically Detected Lymph Node Metastases from Breast Carcinoma: Practical Considerations About the New American Joint Committee on Cancer Classification. Cancer 2005, 103:1319-1322. 10.1002/cncr.20937, 15719436.
15. Cox DR. Regression Models and Life Tables (with Discussion). Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1972, 34:187-220.
16. Commenges D, Letenneur L, Joly P, Alioum A, Dartigues JF. Modelling Age-Specific Risk: Application to Dementia. Stat Med 1998, 17:1973-1988. 10.1002/(SICI)1097-0258(19980915)17:17<1973::AID-SIM892>3.0.CO;2-5, 9777690.
17. Rondeau V, Commenges D, Joly P. Maximum Penalized Likelihood Estimation in a Gamma-Frailty Model. Lifetime Data Analysis 2003, 9:139-153. 10.1023/A:1022978802021, 1961627, 12735493.
18. Montgomery DA, Krupa K, Jack WJ, Kerr GR, Kunkler IH, Thomas J, Dixon JM. Changing Pattern of the Detection of Locoregional Relapse in Breast Cancer: The Edinburgh Experience. Br J Cancer 2007, 96:1802-1807. 10.1038/sj.bjc.6603815, 2359955, 17533401.
19. Tretarre B, Guizard AV, Fontaine D, Francim R, . CepiDc-Inserm5 Cancer Du Sein Chez La Femme: Incidence Et Mortalite, France 2000. Bulletin epidemiologique hebdomadaire 2004, 44:209-210. CepiDc-Inserm5.
20. Tai BC, De Stavola BL, de Gruttola V, Gebski V, Machin D. First-Event or Marginal Estimation of Cause-Specific Hazards for Analysing Correlated Multivariate Failure-Time Data?. Stat Med 2008, 27:922-936. 10.1002/sim.2944, 17551931.
21. de Bock GH, Putter H, Bonnema J, van der Hage JA, Bartelink H, van de Velde CJ. The Impact of Loco-Regional Recurrences on Metastatic Progression in Early-Stage Breast Cancer: A Multistate Model. Breast Cancer Res Treat 2009, 117:401-408. 10.1007/s10549-008-0300-2, 19148746.
22. Rondeau V, Mathoulin-Pelissier S, Jacqmin-Gadda H, Brouste V, Soubeyran P. Joint Frailty Models for Recurring Events and Death Using Maximum Penalized Likelihood Estimation: Application on Cancer Events. Biostatistics 2007, 8:708-721. 10.1093/biostatistics/kxl043, 17267392.
23. Rondeau V, Gonzalez JR. Frailtypack: A Computer Program for the Analysis of Correlated Failure Time Data Using Penalized Likelihood Estimation. Comput Methods Programs Biomed 2005, 80:154-164. 10.1016/j.cmpb.2005.06.010, 16144730.
24. Liu L, Huang X. The Use of Gaussian Quadrature for Estimation in Frailty Proportional Hazards Models. Stat Med 2008, 27:2665-2683. 10.1002/sim.3077, 17910008.
25. Cheung YB, Gao F, Khoo KS. Age at Diagnosis and the Choice of Survival Analysis Methods in Cancer Epidemiology. J Clin Epidemiol 2003, 56:38-43. 10.1016/S0895-4356(02)00536-X, 12589868.
26. Vaittinen P, Hemminki K. Risk Factors and Age-Incidence Relationships for Contralateral Breast Cancer. Int J Cancer 2000, 88:998-1002. 10.1002/1097-0215(20001215)88:6<998::AID-IJC25>3.0.CO;2-0, 11093827.
27. Chen Y, Thompson W, Semenciw R, Mao Y. Epidemiology of Contralateral Breast Cancer. Cancer Epidemiol Biomarkers Prev 1999, 8:855-861.
28. Gajalakshmi CK, Shanta V, Hakama M. Risk Factors for Contralateral Breast Cancer in Chennai (Madras), India. Int J Epidemiol 1998, 27:743-750. 10.1093/ije/27.5.743, 9839728.
29. Brinkmann D, Ryan A, Ayhan A, McCluggage WG, Feakins R, Santibanez-Koref MF, Mein CA, Gayther SA, Jacobs IJ. A Molecular Genetic and Statistical Approach for the Diagnosis of Dual-Site Cancers. J Natl Cancer Inst 2004, 96:1441-1446. 10.1093/jnci/djh272, 15467033.
30. Clarke M, Collins R, Darby S, Davies C, Elphinstone P, Evans E, Godwin J, Gray R, Hicks C, James S, MacKinnon E, McGale P, McHugh T, Peto R, Taylor C, Wang Y. Effects of Radiotherapy and of Differences in the Extent of Surgery for Early Breast Cancer on Local Recurrence and 15-Year Survival: An Overview of the Randomised Trials. Lancet 2005, 366:2087-2106.
31. Duchateau L, Janssen P, Kessic I, Fortpied C. Evolution of Recurrent Asthma Event Rate over Time in Frailty Models. Journal of the Royal Statistical Society: Series C (Applied Statistics) 2003, 52:355-363.
32. Andersen P, Gill R. Cox's Regression Model for Counting Processes: A Large Sample Study. Annals of Statistics 1982, 10:1100-1120.