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Type 2 diabetes as a predictor of survival among breast cancer patients: the multiethnic cohort

  • Epidemiology
  • Published:
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Abstract

Purpose

The purpose of the study was to investigate the association of type 2 diabetes (T2D) with survival of breast cancer (BC) patients across five ethnic groups within the Multiethnic Cohort study.

Methods

Between recruitment in 1993–1996 and 2013, 7570 incident BC cases were identified through SEER cancer registries in Hawaii and California. T2D diagnosed before BC was ascertained in 1013 women from self-reports and confirmed by administrative data sources. Covariate information was collected by questionnaire. Cox regression analysis with age as the time metric and BMI as time-varying exposure was applied to estimate hazard ratios (HR) and 95% confidence intervals (CI) for BC-specific and all-cause survival while adjusting for known prognostic factors.

Results

In total, 2119 all-cause and 730 BC-specific deaths were recorded with corresponding 5-year survival rates of 86 and 93%. T2D was not a significant predictor of BC-specific survival (HR 0.84; 95% CI 0.65–1.09), but mortality was 36% lower for those with < 7 years of T2D than a longer history of T2D. On the other hand, all-cause mortality was higher in women with T2D (HR 1.23; 95% CI 1.08–1.40), especially in women with T2D of ≥ 7 years duration (HR 1.27; 95% CI 1.07–1.49). In women receiving none or either chemotherapy or radiation but not both, T2D predicted higher all-cause mortality (Pinteraction = 0.004). Variations in the association of T2D with mortality across ethnic groups were small.

Conclusions

T2D was associated with higher all-cause but not BC-specific mortality among women with BC in the Multiethnic Cohort study. However, T2D affected survival in cases who did not receive both radiation and chemotherapy.

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Data availability

The data underlying this study cannot be made publicly available because they contain patient identifying information. Data are available from the Multiethnic Cohort (MEC) study (http://www.uhcancercenter.org/research/the-multiethnic-cohort-study-mec/data-sharing-mec) for researchers who meet the criteria for access to confidential data. For details and to request application template please contact Gail Ichida, gichida@cc.hawaii.ed.

References

  1. Centers for Disease Control and Prevention (2018) (<[05] Pub Date>) Multiple Chronic Conditions. https://www.cdc.gov/chronicdisease/about/multiple-chronic.htm. Accessed 2 Mar 2018

  2. International Diabetes Federation (2016)(<[05] Pub Date>) IDF Diabetes Atlas. http://www.diabetesatlas.org/. Accessed 7 Oct 2016

  3. Barone BB, Yeh HC, Snyder CF, Peairs KS, Stein KB, Derr RL, Wolff AC, Brancati FL (2008) Long-term all-cause mortality in cancer patients with preexisting diabetes mellitus: a systematic review and meta-analysis. JAMA 300(23):2754–2764

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  4. Zhao XB, Ren GS (2016) Diabetes mellitus and prognosis in women with breast cancer: a systematic review and meta-analysis. Medicine (Baltimore) 95(49):e5602

    Article  Google Scholar 

  5. Shao S, Gill AA, Zahm SH, Jatoi I, Shriver CD, McGlynn KA, Zhu K (2018) Diabetes and overall survival among breast cancer patients in the U.S. Military Health System. Cancer Epidemiol Biomark Prev 27(1):50–57

    Article  Google Scholar 

  6. Buono G, Crispo A, Giuliano M, De AC, Schettini F, Forestieri V, Lauria R, Pensabene M, De LM, Augustin LSA, Amore A, D’Aiuto M, Tortoriello R, Accurso A, Cavalcanti E, Botti G, Montella M, De PS, Arpino G (2017) Combined effect of obesity and diabetes on early breast cancer outcome: a prospective observational study. Oncotarget 8(70):115709–115717

    Article  PubMed  PubMed Central  Google Scholar 

  7. Wu AH, Kurian AW, Kwan ML, John EM, Lu Y, Keegan TH, Gomez SL, Cheng I, Shariff-Marco S, Caan BJ, Lee VS, Sullivan-Halley J, Tseng CC, Bernstein L, Sposto R, Vigen C (2015) Diabetes and other comorbidities in breast cancer survival by race/ethnicity: the California Breast Cancer Survivorship Consortium (CBCSC). Cancer Epidemiol Biomark Prev 24(2):361–368

    Article  CAS  Google Scholar 

  8. Tammemagi CM, Nerenz D, Neslund-Dudas C, Feldkamp C, Nathanson D (2005) Comorbidity and survival disparities among black and white patients with breast cancer. JAMA 294(14):1765–1772

    Article  PubMed  CAS  Google Scholar 

  9. Charlot M, Castro-Webb N, Bethea TN, Bertrand K, Boggs DA, Denis GV, Adams-Campbell LL, Rosenberg L, Palmer JR (2017) Diabetes and breast cancer mortality in Black women. Cancer Causes Control 28(1):61–67

    Article  PubMed  Google Scholar 

  10. Connor AE, Visvanathan K, Baumgartner KB, Baumgartner RN, Boone SD, Hines LM, Wolff RK, John EM, Slattery ML (2016) Ethnic differences in the relationships between diabetes, early age adiposity and mortality among breast cancer survivors: the Breast Cancer Health Disparities Study. Breast Cancer Res Treat 157(1):167–178

    Article  PubMed  Google Scholar 

  11. Maskarinec G, Grandinetti A, Matsuura G, Sharma S, Mau M, Henderson BE, Kolonel LN (2009) Diabetes prevalence and body mass index differ by ethnicity: the Multiethnic Cohort. Ethn Dis 19(1):49–55

    PubMed  PubMed Central  Google Scholar 

  12. Karter AJ, Schillinger D, Adams AS, Moffet HH, Liu J, Adler NE, Kanaya AM (2013) Elevated rates of diabetes in Pacific Islanders and Asian subgroups: the Diabetes Study of Northern California (DISTANCE). Diabetes Care 36(3):574–579

    Article  PubMed  PubMed Central  Google Scholar 

  13. Jemal A, Ward EM, Johnson CJ, Cronin KA, Ma J, Ryerson B, Mariotto A, Lake AJ, Wilson R, Sherman RL, Anderson RN, Henley SJ, Kohler BA, Penberthy L, Feuer EJ, Weir HK (2017) Annual Report to the Nation on the Status of Cancer, 1975–2014, Featuring Survival. J Natl Cancer Inst https://doi.org/10.1093/jnci/djx030

    Article  PubMed  PubMed Central  Google Scholar 

  14. Maskarinec G, Sen C, Koga K, Conroy SM (2011) Ethnic differences in breast cancer survival: status and determinants. Womens Health (Lond) 7(6):677–687

    Article  Google Scholar 

  15. Curtis E, Quale C, Haggstrom D, Smith-Bindman R (2008) Racial and ethnic differences in breast cancer survival: how much is explained by screening, tumor severity, biology, treatment, comorbidities, and demographics? Cancer 112(1):171–180

    Article  PubMed  PubMed Central  Google Scholar 

  16. Kolonel LN, Henderson BE, Hankin JH, Nomura AMY, Wilkens LR, Pike MC, Stram DO, Monroe KR, Earle ME, Nagamine FS (2000) A multiethnic cohort in Hawaii and Los Angeles: baseline characteristics. Am J Epidemiol 151: 346–357

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  17. Setiawan VW, Virnig BA, Porcel J, Henderson BE, Le ML, Wilkens LR, Monroe KR (2015) Linking data from the Multiethnic Cohort Study to Medicare data: linkage results and application to chronic disease research. Am J Epidemiol 181(11):917–919

    Article  PubMed  PubMed Central  Google Scholar 

  18. Maskarinec G, Erber E, Grandinetti A, Verheus M, Oum R, Hopping BN, Schmidt MM, Uchida A, Juarez DT, Hodges K, Kolonel LN (2009) Diabetes incidence based on linkages with health plans: the multiethnic cohort. Diabetes 58(8):1732–1738

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  19. State of California Office of Statewide Health Planning and Development (<[05] Pub Date>) Data and Reports. https://www.oshpd.ca.gov/hid/. Accessed 14 July 2017

  20. Jacobs S, Boushey CJ, Franke AA, Shvetsov YB, Monroe KR, Haiman CA, Kolonel LN, Le ML, Maskarinec G (2017) A priori-defined diet quality indices, biomarkers and risk for type 2 diabetes in five ethnic groups: the Multiethnic Cohort. Br J Nutr 118(4):312–320

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  21. Peairs KS, Barone BB, Snyder CF, Yeh HC, Stein KB, Derr RL, Brancati FL, Wolff AC (2011) Diabetes mellitus and breast cancer outcomes: a systematic review and meta-analysis. J Clin Oncol 29(1):40–46

    Article  PubMed  Google Scholar 

  22. Luo J, Virnig B, Hendryx M, Wen S, Chelebowski R, Chen C, Rohan T, Tinker L, Wactawski-Wende J, Lessin L, Margolis K (2014) Diabetes, diabetes treatment and breast cancer prognosis. Breast Cancer Res Treat 148(1):153–162

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  23. Jordan JH, Thwin SS, Lash TL, Buist DS, Field TS, Haque R, Pawloski PA, Petersen HV, Prout MN, Quinn VP, Yood MU, Silliman RA, Geiger AM (2014) Incident comorbidities and all-cause mortality among 5-year survivors of Stage I and II breast cancer diagnosed at age 65 or older: a prospective-matched cohort study. Breast Cancer Res Treat 146(2):401–409

    Article  PubMed  PubMed Central  Google Scholar 

  24. Global Burden of Metabolic Risk Factors for Chronic Diseases Collaboration (2014) Cardiovascular disease, chronic kidney disease, and diabetes mortality burden of cardiometabolic risk factors from 1980 to 2010: a comparative risk assessment. Lancet Diabetes Endocrinol 2(8):634–647

    Article  Google Scholar 

  25. Diaz A, Kang J, Moore SP, Baade P, Langbecker D, Condon JR, Valery PC (2017) Association between comorbidity and participation in breast and cervical cancer screening: a systematic review and meta-analysis. Cancer Epidemiol 47(Apr):7–19

    Article  PubMed  Google Scholar 

  26. Nechuta S, Lu W, Zheng Y, Cai H, Bao PP, Gu K, Zheng W, Shu XO (2013) Comorbidities and breast cancer survival: a report from the Shanghai Breast Cancer Survival Study. Breast Cancer Res Treat 139(1):227–235

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  27. Ewertz M, Land LH, Dalton SO, Cronin-Fenton D, Jensen MB (2018) Influence of specific comorbidities on survival after early-stage breast cancer. Acta Oncol 57(1):129–134

    Article  PubMed  Google Scholar 

  28. Santorelli ML, Hirshfield KM, Steinberg MB, Lin Y, Rhoads GG, Bandera EV, Demissie K (2017) Racial differences in the effects of comorbidity on breast cancer-specific survival. Cancer Causes Control 28(8):809–817

    Article  PubMed  Google Scholar 

  29. Lega IC, Austin PC, Fischer HD, Fung K, Krzyzanowska MK, Amir E, Lipscombe LL (2018) The impact of diabetes on breast cancer treatments and outcomes: a population-based study. Diabetes Care 41(4):755–761

    Article  PubMed  Google Scholar 

  30. Lipscombe LL, Fischer HD, Austin PC, Fu L, Jaakkimainen RL, Ginsburg O, Rochon PA, Narod S, Paszat L (2015) The association between diabetes and breast cancer stage at diagnosis: a population-based study. Breast Cancer Res Treat 150(3):613–620

    Article  PubMed  Google Scholar 

  31. Godsland IF (2009) Insulin resistance and hyperinsulinaemia in the development and progression of cancer. Clin Sci (Lond) 118(5):315–332

    Article  CAS  Google Scholar 

  32. Chan DS, Vieira AR, Aune D, Bandera EV, Greenwood DC, McTiernan A, Navarro RD, Thune I, Vieira R, Norat T (2014) Body mass index and survival in women with breast cancer-systematic literature review and meta-analysis of 82 follow-up studies. Ann Oncol 25(10):1901–1914

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  33. Protani M, Coory M, Martin JH (2010) Effect of obesity on survival of women with breast cancer: systematic review and meta-analysis. Breast Cancer Res Treat 123(3):627–635

    Article  PubMed  Google Scholar 

  34. Caan BJ, Kwan ML, Shu XO, Pierce JP, Patterson RE, Nechuta SJ, Poole EM, Kroenke CH, Weltzien EK, Flatt SW, Quesenberry CP Jr, Holmes MD, Chen WY (2012) Weight change and survival after breast cancer in the after breast cancer pooling project. Cancer Epidemiol Biomark Prev 21(8):1260–1271

    Article  Google Scholar 

  35. Margolis KL, Lihong Q, Brzyski R, Bonds DE, Howard BV, Kempainen S, Simin L, Robinson JG, Safford MM, Tinker LT, Phillips LS (2008) Validity of diabetes self-reports in the Women’s Health Initiative: comparison with medication inventories and fasting glucose measurements. Clin Trials 5(3):240–247

    Article  PubMed  PubMed Central  Google Scholar 

  36. Schneider AL, Pankow JS, Heiss G, Selvin E (2012) Validity and reliability of self-reported diabetes in the Atherosclerosis Risk in Communities Study. Am J Epidemiol 176(8):738–743

    Article  PubMed  PubMed Central  Google Scholar 

  37. Zhou XH, Qiao Q, Zethelius B, Pyorala K, Soderberg S, Pajak A, Stehouwer CD, Heine RJ, Jousilahti P, Ruotolo G, Nilsson PM, Calori G, Tuomilehto J (2010) Diabetes, prediabetes and cancer mortality. Diabetologia 53(9):1867–1876

    Article  PubMed  CAS  Google Scholar 

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Funding

The work within the Multiethnic Cohort was supported by the following Grants from the National Institutes of Health: R37CA54281 (L.N. Kolonel), U01CA164973 (L. Le Marchand, L.R. Wilkens, C.A. Haiman), R21 DK073816 (G. Maskarinec).

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Correspondence to Gertraud Maskarinec.

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The authors declare that they have no conflict of interest.

Ethical approval

The Multiethnic Study was approved by the Institutional Review Boards at the University of Hawaii and the University of Southern California and all aspects of the investigation complied with current rules for research involving Human Subjects.

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Maskarinec, G., Shvetsov, Y.B., Conroy, S.M. et al. Type 2 diabetes as a predictor of survival among breast cancer patients: the multiethnic cohort. Breast Cancer Res Treat 173, 637–645 (2019). https://doi.org/10.1007/s10549-018-5025-2

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  • DOI: https://doi.org/10.1007/s10549-018-5025-2

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