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Epidemiology

A longitudinal association between the traditional Japanese diet score and incidence and mortality of breast cancer—an ecological study

Abstract

Background

The traditional Japanese diet is considered one of the important factors of health and longevity in Japanese people. Breast cancer is the most common cancer among women in the world. However, the association between the traditional Japanese diet and breast cancer is unclear. The purpose of this study was to investigate the longitudinal association between the traditional Japanese diet score (TJDS) with the incidence and mortality of breast cancer in an ecological study.

Methods

Food supply and breast cancer incidence and mortality by country were obtained from an international database. TJDS by country was calculated from nine food groups and the total score ranged from −9 to 9, with higher scores indicating greater adherence to a traditional Japanese diet. Longitudinal associations of interaction between TJDS and fiscal year on breast cancer incidence and mortality were investigated in 139 countries with populations of 1 million or greater. The longitudinal analysis was evaluated using four linear mixed-effect models with different adjustment covariables.

Results

Many countries with high scores on TJDS had lower distributions of breast cancer incidence and mortality in 1990–2017. Longitudinal analysis using a linear mixed-effect model controlled for socio-economic and lifestyle covariables showed that the interaction between TJDS and fiscal year was significantly associated with incidence of breast cancer (−0.453 ± 0.138, p < 0.01) and mortality of breast cancer (−0.455 ± 0.135, p < 0.001).

Conclusions

This longitudinal analysis suggested that a traditional Japanese diet has been associated with lower breast cancer incidence and mortality worldwide in recent years.

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Fig. 1: Relationship between TJDS and breast cancer in 2017.
Fig. 2: Trend in breast cancer over time about countries.

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References

  1. Okada E, Nakamura K, Ukawa S, Wakai K, Date C, Iso H, et al. The Japanese food score and risk of all-cause, CVD and cancer mortality: the Japan Collaborative Cohort Study. Br J Nutr. 2018;120:464–71.

    Article  CAS  Google Scholar 

  2. Abe S, Zhang S, Tomata Y, Tsuduki T, Sugawara Y, Tsuji I. Japanese diet and survival time: The Ohsaki Cohort 1994 study. Clin Nutr. 2020;39:298–303.

    Article  Google Scholar 

  3. Ministry of Agricalture FaF, Japan. WASHOKU, Traditional Dietary Cultures. http://www.maff.go.jp/e/japan_food/washoku/1soup_3dish.html.

  4. Suzuki N, Goto Y, Ota H, Kito K, Mano F, Joo E, et al. Characteristics of the Japanese Diet Described in Epidemiologic Publications: A Qualitative Systematic Review. J Nutr Sci Vitaminol. 2018;64:129–37.

    Article  CAS  Google Scholar 

  5. Zhao TT, Jin F, Li JG, Xu YY, Dong HT, Liu Q, et al. Dietary isoflavones or isoflavone-rich food intake and breast cancer risk: a meta-analysis of prospective cohort studies. Clin Nutr. 2019;38:136–45.

    Article  CAS  Google Scholar 

  6. Wei Y, Lv J, Guo Y, Bian Z, Gao M, Du H, et al. Soy intake and breast cancer risk: a prospective study of 300,000 Chinese women and a dose-response meta-analysis. Eur J Epidemiol. 2020;35:567–78.

  7. Zheng JS, Hu XJ, Zhao YM, Yang J, Li D. Intake of fish and marine n-3 polyunsaturated fatty acids and risk of breast cancer: meta-analysis of data from 21 independent prospective cohort studies. Bmj. 2013;346:f3706.

    Article  Google Scholar 

  8. Nindrea RD, Aryandono T, Lazuardi L, Dwiprahasto I. Protective effect of omega-3 fatty acids in fish consumption against breast cancer in Asian patients: a meta-analysis. Asian Pac J Cancer Prev. 2019;20:327–32.

    Article  CAS  Google Scholar 

  9. Aune D, Chan DS, Vieira AR, Rosenblatt DA, Vieira R, Greenwood DC, et al. Fruits, vegetables and breast cancer risk: a systematic review and meta-analysis of prospective studies. Breast Cancer Res Treat. 2012;134:479–93.

    Article  CAS  Google Scholar 

  10. Shin S, Saito E, Inoue M, Sawada N, Ishihara J, Takachi R, et al. Dietary pattern and breast cancer risk in Japanese women: the Japan Public Health Center-based Prospective Study (JPHC Study). Br J Nutr. 2016;115:1769–79.

    Article  CAS  Google Scholar 

  11. Hirose K, Matsuo K, Iwata H, Tajima K. Dietary patterns and the risk of breast cancer in Japanese women. Cancer Sci. 2007;98:1431–8.

    Article  CAS  Google Scholar 

  12. Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2018;68:394–424.

    Article  Google Scholar 

  13. Imai T, Miyamoto K, Sezaki A, Kawase F, Shirai Y, Abe C, et al. Traditional Japanese Diet Score—Association with Obesity, Incidence of Ischemic Heart Disease, and Healthy Life Expectancy in a Global Comparative Study. J Nutr Health Aging. 2019;23:717–24.

    Article  CAS  Google Scholar 

  14. Trichopoulou A, Costacou T, Bamia C, Trichopoulos D. Adherence to a Mediterranean diet and survival in a Greek population. N. Engl J Med. 2003;348:2599–608.

    Article  Google Scholar 

  15. Guidelines for the compilation of Food Balance Sheets, 2017. Accessed 7 Oct 2019. http://gsars.org/wp-content/uploads/2017/10/GS-FBS-Guidelines-ENG-completo-03.pdf.

  16. Database FSD. http://www.fao.org/faostat/.

  17. Global Burden of Disease Study 2017 (GBD 2017) Data Resources. Accessed 7 Oct 2019. http://ghdx.healthdata.org/gbd-2017.

  18. Global, regional, and national incidence. prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet 2018;392:1789–858.

    Article  Google Scholar 

  19. The World Bank database. https://data.worldbank.org/.

  20. McGilchrist CA. REML estimation for survival models with frailty. Biometrics 1993;49:221–5.

    Article  CAS  Google Scholar 

  21. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. 2019. Accessed 7 Oct 2019. https://www.R-project.org.

  22. ‘nlme’. P. https://cran.r-project.org/web/packages/nlme/nlme.pdf.

  23. Tsu City College Repository. https://mietan.repo.nii.ac.jp/.

  24. Dandamudi A, Tommie J, Nommsen-Rivers L, Couch S. Dietary patterns and breast cancer risk: a systematic review. Anticancer Res. 2018;38:3209–22.

    Article  Google Scholar 

  25. Wu J, Zeng R, Huang J, Li X, Zhang J, Ho JC, et al. Dietary protein sources and incidence of breast cancer: a dose-response meta-analysis of prospective studies. Nutrients. 2016;8:730.

  26. World Cancer Research Fund AIfCR. Breast Cancer, How diet, nutrition and physical activity affect breast cancer risk. https://www.wcrf.org/dietandcancer/breast-cancer.

  27. Deapen D, Liu L, Perkins C, Bernstein L, Ross RK. Rapidly rising breast cancer incidence rates among Asian-American women. Int J Cancer. 2002;99:747–50.

    Article  CAS  Google Scholar 

  28. Uifalean A, Schneider S, Ionescu C, Lalk M, Iuga CA. Soy isoflavones and breast cancer cell lines: molecular mechanisms and future perspectives. Molecules. 2015;21:E13.

    Article  Google Scholar 

  29. Schley PD, Jijon HB, Robinson LE, Field CJ. Mechanisms of omega-3 fatty acid-induced growth inhibition in MDA-MB-231 human breast cancer cells. Breast Cancer Res Treat. 2005;92:187–95.

    Article  CAS  Google Scholar 

  30. Reuben SC, Gopalan A, Petit DM, Bishayee A. Modulation of angiogenesis by dietary phytoconstituents in the prevention and intervention of breast cancer. Mol Nutr Food Res. 2012;56:14–29.

    Article  CAS  Google Scholar 

  31. Ministry of Agricalture FaF, Japan. Traditional Dietary Cultures of the Japanese. https://www.maff.go.jp/e/policies/market/attach/pdf/index-12.pdf.

  32. Troisi R, Altantsetseg D, Davaasambuu G, Rich-Edwards J, Davaalkham D, Tretli S, et al. Breast cancer incidence in Mongolia. Cancer Causes Control. 2012;23:1047–53.

    Article  Google Scholar 

  33. Demchig D, Mello-Thoms C, Brennan PC. Breast cancer in Mongolia: an increasingly important health policy issue. Breast Cancer. 2017;9:29–38.

    PubMed  PubMed Central  Google Scholar 

  34. Nagata C, Mizoue T, Tanaka K, Tsuji I, Tamakoshi A, Matsuo K, et al. Soy intake and breast cancer risk: an evaluation based on a systematic review of epidemiologic evidence among the Japanese population. Jpn J Clin Oncol. 2014;44:282–95.

    Article  Google Scholar 

  35. A Dictionary of Epidemiology. 6th edition ed: Oxford University Press; 2014. Ecological Bias. https://www.oxfordreference.com/view/10.1093/acref/9780199976720.001.0001/acref-9780199976720.

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Acknowledgements

We would like to thank Forte Science Communications (Tokyo, Japan) for carefully English proofreading the manuscript.

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All authors contributed to the study conception and design. Data collection and analysis were performed by CA, TI, and HS. The first draft of the manuscript was written by CA and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

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Correspondence to Chisato Abe.

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Abe, C., Imai, T., Sezaki, A. et al. A longitudinal association between the traditional Japanese diet score and incidence and mortality of breast cancer—an ecological study. Eur J Clin Nutr 75, 929–936 (2021). https://doi.org/10.1038/s41430-020-00847-5

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