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Published in: Breast Cancer Research 2/2007

Open Access 01-12-2007 | Research article

Confirmation of double-peaked time distribution of mortality among Asian breast cancer patients in a population-based study

Authors: Fei Gao, Say Beng Tan, David Machin, Nan Soon Wong

Published in: Breast Cancer Research | Issue 2/2007

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Abstract

Introduction

Double-peaked time distributions of the mortality hazard function have been reported for breast cancer patients from Western populations treated with mastectomy alone. These are thought to reflect accelerated tumour growth at micrometastatic sites mediated by angiogenesis after primary tumour removal as well as tumor dormancy. Similar data are not available for Asian populations. We sought to investigate whether differences exist in the pattern of mortality hazard function between Western breast cancer patients and their Asian counterparts in Singapore, which may suggest underlying differences in tumor biology between the two populations.

Methods

We performed a retrospective cohort study of female unilateral breast cancer patients diagnosed in Singapore between October 1994 and June 1999. Data regarding patient demographics, tumour characteristics and death were available. Overall survival curves were calculated using the Kaplan-Meier method. The hazard rate was calculated as the conditional probability of dying in a time interval, given that the patient was alive at the beginning of the interval. The life table method was used to calculate the yearly hazard rates.

Results

In the 2,105 women identified, 956 patients (45.4%) had mastectomy alone. Demographic characteristics were as follows: 86.5% were Chinese, 45.2% were postmenopausal, 38.9% were hormone receptor positive, 54.6% were node negative and 44.1% had high histological grade. We observed a double-peaked mortality hazard pattern, with a first peak in mortality achieving its maximum between years 2 and 4 after mastectomy, and a second large peak in mortality during year 9. Analyses by subgroups revealed a similar pattern regardless of T stage, or node or menopausal status. This pattern was also noted in high-grade tumors but not in those that were well to moderately differentiated. The double-peaked pattern observed in Singaporean women was quantitatively and qualitatively similar to those reported in Western series.

Conclusion

Our study confirms the existence of a double-peaked process in Asian patients, and it gives further support to the tumour dormancy hypothesis after mastectomy.
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Literature
1.
go back to reference Simes RJ, Zelen M: Exploratory data analysis and the use of the hazard function for interpreting survival data: an investigator's primer. J Clin Oncol. 1985, 3: 1418-1431.PubMed Simes RJ, Zelen M: Exploratory data analysis and the use of the hazard function for interpreting survival data: an investigator's primer. J Clin Oncol. 1985, 3: 1418-1431.PubMed
2.
go back to reference Demicheli R, Abbattista A, Miceli R, Valagussa P, Bonadonna G: Time distribution of the recurrence risk for breast cancer patients undergoing mastectomy: further support about the concept of tumor dormancy. Breast Cancer Res Treat. 1996, 41: 177-185. 10.1007/BF01807163.CrossRefPubMed Demicheli R, Abbattista A, Miceli R, Valagussa P, Bonadonna G: Time distribution of the recurrence risk for breast cancer patients undergoing mastectomy: further support about the concept of tumor dormancy. Breast Cancer Res Treat. 1996, 41: 177-185. 10.1007/BF01807163.CrossRefPubMed
3.
go back to reference Demicheli R, Retsky NW, Swartzendruber DE, Bonadonna G: Proposal for a new model of breast cancer metastatic development. Ann Oncol. 1997, 8: 1075-1080. 10.1023/A:1008263116022.CrossRefPubMed Demicheli R, Retsky NW, Swartzendruber DE, Bonadonna G: Proposal for a new model of breast cancer metastatic development. Ann Oncol. 1997, 8: 1075-1080. 10.1023/A:1008263116022.CrossRefPubMed
4.
go back to reference Demicheli R, Valagussa P, Bonadonna G: Hypothesis: does surgery modify growth kinetics of breast cancer micrometastases?. Br J Cancer. 2001, 85: 490-492. 10.1054/bjoc.2001.1969.CrossRefPubMedPubMedCentral Demicheli R, Valagussa P, Bonadonna G: Hypothesis: does surgery modify growth kinetics of breast cancer micrometastases?. Br J Cancer. 2001, 85: 490-492. 10.1054/bjoc.2001.1969.CrossRefPubMedPubMedCentral
5.
go back to reference Demicheli R, Valagussa P, Bonadonna G: Double-peaked time distribution of mortality for breast cancer patients undergoing mastectomy. Breast Cancer Res Treat. 2002, 75: 127-134. 10.1023/A:1019659925311.CrossRefPubMed Demicheli R, Valagussa P, Bonadonna G: Double-peaked time distribution of mortality for breast cancer patients undergoing mastectomy. Breast Cancer Res Treat. 2002, 75: 127-134. 10.1023/A:1019659925311.CrossRefPubMed
6.
go back to reference Karrison TG, Ferguson DJ, Meier P: Dormancy of mammary carcinoma after mastectomy. J Natl Cancer Inst. 1999, 91: 80-85. 10.1093/jnci/91.1.80.CrossRefPubMed Karrison TG, Ferguson DJ, Meier P: Dormancy of mammary carcinoma after mastectomy. J Natl Cancer Inst. 1999, 91: 80-85. 10.1093/jnci/91.1.80.CrossRefPubMed
7.
go back to reference Fortin A, Larochelle M, Laverdiere J, Lavertu S, Tremblay D: Local failure is responsible for the decrease in survival for patients with breast cancer treated with conservative surgery and postoperative radiotherapy. J Clin Oncol. 1999, 17: 101-109.PubMed Fortin A, Larochelle M, Laverdiere J, Lavertu S, Tremblay D: Local failure is responsible for the decrease in survival for patients with breast cancer treated with conservative surgery and postoperative radiotherapy. J Clin Oncol. 1999, 17: 101-109.PubMed
8.
go back to reference Adami HO, Malker B, Holmberg L, Persson I, Stone B: The relation between survival and age at diagnosis in breast cancer. N Engl J Med. 1986, 315: 559-563.CrossRefPubMed Adami HO, Malker B, Holmberg L, Persson I, Stone B: The relation between survival and age at diagnosis in breast cancer. N Engl J Med. 1986, 315: 559-563.CrossRefPubMed
9.
go back to reference Sant M, Gatta G, Micheli A, Verdecchia A, Capocaccia R, Crosignani P, Berrino F: Survival and age at diagnosis of breast cancer in a population-based cancer registry. Eur J Cancer. 1991, 27: 981-984.CrossRefPubMed Sant M, Gatta G, Micheli A, Verdecchia A, Capocaccia R, Crosignani P, Berrino F: Survival and age at diagnosis of breast cancer in a population-based cancer registry. Eur J Cancer. 1991, 27: 981-984.CrossRefPubMed
10.
go back to reference Demicheli R, Miceli R, Valagussa P, Bonadonna G: Re: dormancy of mammary carcinoma after mastectomy. J Natl Cancer Inst. 2000, 92: 347-348. 10.1093/jnci/92.4.347.CrossRefPubMed Demicheli R, Miceli R, Valagussa P, Bonadonna G: Re: dormancy of mammary carcinoma after mastectomy. J Natl Cancer Inst. 2000, 92: 347-348. 10.1093/jnci/92.4.347.CrossRefPubMed
11.
go back to reference Retsky MW, Demicheli R, Swartzendruber DE, Bame PD, Wardwell RH, Bonadonna G, Speer JF, Valagussa P: Computer simulation of a breast cancer metastasis model. Breast Cancer Res Treat. 1997, 45: 193-202. 10.1023/A:1005849301420.CrossRefPubMed Retsky MW, Demicheli R, Swartzendruber DE, Bame PD, Wardwell RH, Bonadonna G, Speer JF, Valagussa P: Computer simulation of a breast cancer metastasis model. Breast Cancer Res Treat. 1997, 45: 193-202. 10.1023/A:1005849301420.CrossRefPubMed
12.
go back to reference Sorlie T, Perou CM, Tibshirani R, Aas T, Geisler S, Johnsen H, Hastie T, Eisne MB, van de Rijn M, Jeffrey SS, et al: Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci USA. 2001, 98: 10869-10874. 10.1073/pnas.191367098.CrossRefPubMedPubMedCentral Sorlie T, Perou CM, Tibshirani R, Aas T, Geisler S, Johnsen H, Hastie T, Eisne MB, van de Rijn M, Jeffrey SS, et al: Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci USA. 2001, 98: 10869-10874. 10.1073/pnas.191367098.CrossRefPubMedPubMedCentral
13.
go back to reference Beahrs OH, Henson DE, Hutter RV, Myers MH, (editors): American Joint Committee on Cancer Manual for Staging of Cancer. 1998, Philadelphia, PA: Lippincott, 3 Beahrs OH, Henson DE, Hutter RV, Myers MH, (editors): American Joint Committee on Cancer Manual for Staging of Cancer. 1998, Philadelphia, PA: Lippincott, 3
14.
go back to reference Machin D, Cheung Y-B, Parmar MKB: Survival Analysis: a Practical Approach. 2006, Chichester, UK: WileyCrossRef Machin D, Cheung Y-B, Parmar MKB: Survival Analysis: a Practical Approach. 2006, Chichester, UK: WileyCrossRef
15.
go back to reference Klein JP, Moeschberger ML: Survival Analysis: Techniques for Censored and Truncated Data. 1997, New York, NY: Springer-Verlag, 152-196.CrossRef Klein JP, Moeschberger ML: Survival Analysis: Techniques for Censored and Truncated Data. 1997, New York, NY: Springer-Verlag, 152-196.CrossRef
16.
go back to reference Demicheli R, Miceli R, Moliterni A, Zambetti M, Hrushesky WJ, Retsky MW, Valagussa P, Bonadonna G: Breast cancer recurrence dynamics following adjuvant CMF is consistent with tumor dormancy and mastectomy-driven acceleration of the metastatic process. Ann Oncol. 2005, 16: 1449-1457. 10.1093/annonc/mdi280.CrossRefPubMed Demicheli R, Miceli R, Moliterni A, Zambetti M, Hrushesky WJ, Retsky MW, Valagussa P, Bonadonna G: Breast cancer recurrence dynamics following adjuvant CMF is consistent with tumor dormancy and mastectomy-driven acceleration of the metastatic process. Ann Oncol. 2005, 16: 1449-1457. 10.1093/annonc/mdi280.CrossRefPubMed
17.
go back to reference Saphner T, Tormey DC, Gray R: Annual hazard rates of recurrence for breast cancer after primary therapy. J Clin Oncol. 1996, 14: 2738-2746.PubMed Saphner T, Tormey DC, Gray R: Annual hazard rates of recurrence for breast cancer after primary therapy. J Clin Oncol. 1996, 14: 2738-2746.PubMed
Metadata
Title
Confirmation of double-peaked time distribution of mortality among Asian breast cancer patients in a population-based study
Authors
Fei Gao
Say Beng Tan
David Machin
Nan Soon Wong
Publication date
01-12-2007
Publisher
BioMed Central
Published in
Breast Cancer Research / Issue 2/2007
Electronic ISSN: 1465-542X
DOI
https://doi.org/10.1186/bcr1658

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