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Dietary patterns and breast cancer risk: results from three cohort studies in the DIETSCAN project

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Abstract

Objective: Only a few consistent findings on individual foods or nutrients that influence breast cancer risk have emerged thus far. Since people do not consume individual foods but certain combinations of them, the analysis of dietary patterns may offer an additional aspect for assessing associations between diet and diseases such as breast cancer. It is also important to examine whether the relationships between dietary patterns and breast cancer risk are consistent across populations.

Methods: We examined the risk of breast cancer with two dietary patterns, identified as “Vegetables” (VEG) and “Pork, Processed Meat, Potatoes” (PPP), common to all cohorts of the DIETSCAN project. During 7 to 13 years of follow-up, three of the cohorts – the Netherlands Cohort Study on diet and cancer (NLCS), the Swedish Mammography Cohort (SMC), and the Ormoni e Dieta nella Eziologia dei Tumori (Italy-ORDET) – provided data on 3271 breast cancer cases with complete information on their baseline diet measured by a validated food frequency questionnaire.

Results: After adjustment for potential confounders, VEG was not associated with the risk of breast cancer across all cohorts. PPP was also not associated with the risk of breast cancer in SMC and ORDET, but a high PPP score tended to be inversely associated with breast cancer in the NLCS study (RR  = 0.69; 95% CI, 0.52–0.92, highest versus lowest quartile). PPP differed in one aspect between the cohorts: butter loaded positively on the pattern in all cohorts except NLCS, in which butter loaded negatively and appeared to be substituted by low-fat margarine loading positively.

Conclusion: In general, the dietary patterns showed consistent results across the three cohorts except for the possible protective effect of PPP in the NLCS cohort, which could be explained by a difference in that pattern for NLCS. The results supported the suggestion derived from traditional epidemiology that relatively recent diet may not have an important role in the etiology of breast cancer.

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Abbreviations

ATBC:

Alpha-Tocopherol Beta-Carotene Cancer Prevention Study

DIETSCAN:

DIETary patternS and CANcer in four European countries

FFQ:

Food frequency questionnaire

NLCS:

Netherlands Cohort Study on Diet and Cancer

ORDET:

Ormoni e Dieta nella Eziologia dei Tumori

SMC:

Swedish Mammography Cohort

References

  1. TJ Key PK Verkasalo E Banks (2001) ArticleTitleEpidemiology of breast cancer Lancet Oncol 2 133–140 Occurrence Handle10.1016/S1470-2045(00)00254-0 Occurrence Handle11902563

    Article  PubMed  Google Scholar 

  2. WHO. Diet, nutrition and the prevention of chronic diseases (2003). WHO Technical Report Series 916

  3. TJ Key NE Allen EA Spencer RC Travis (2002) ArticleTitleThe effects of diet on risk of cancer Lancet 360 861–868 Occurrence Handle10.1016/S0140-6736(02)09958-0 Occurrence Handle12243933

    Article  PubMed  Google Scholar 

  4. SA Smith-Warner D Spiegelman SS Yaun et al. (1998) ArticleTitleAlcohol and breast cancer in women: a pooled analysis of cohort studies J Am Med Assoc 279 535–540 Occurrence Handle10.1001/jama.279.7.535

    Article  Google Scholar 

  5. InstitutionalAuthorNameCollaborative Group on Hormonal Factors in Breast Cancer (2002) ArticleTitleAlcohol, tobacco and breast cancer - collaborative reanalysis of individual data from 53 epidemiological studies, including 58515 women with breast cancer and 95067 women without the disease Br J Cancer 87 1234–1245

    Google Scholar 

  6. W. Willett (1998) Nutritional Epidemiology EditionNumber2 Oxford University Press Oxford

    Google Scholar 

  7. ML Slattery KM Boucher BJ Caan JD Potter Khe-Ni Ma (1998) ArticleTitleEating patterns and risk of colon cancer Am J Epidemiol 148 4–16 Occurrence Handle9663397

    PubMed  Google Scholar 

  8. TT Fung EB Rimm D Spiegelman et al. (2001) ArticleTitleAssociation between dietary patterns and plasma biomarkers of obesity and cardiovascular disease risk Am J Clin Nutr 73 61–67 Occurrence Handle11124751

    PubMed  Google Scholar 

  9. RM Dam Particlevan EB Rimm WC Willett MJ Stampfer FB Hu (2002) ArticleTitleDietary patterns and risk for type 2 diabetes mellitus in U.S. men Ann Intern Med 136 201–209 Occurrence Handle11827496

    PubMed  Google Scholar 

  10. FB Hu (2002) ArticleTitleDietary pattern analysis: a new direction in nutritional epidemiology Curr Opin Lipidol 13 3–9 Occurrence Handle10.1097/00041433-200202000-00002 Occurrence Handle11790957

    Article  PubMed  Google Scholar 

  11. MB Schulze FB Hu (2002) ArticleTitleDietary patterns and risk of hypertension, type 2 diabetes mellitus, and coronary heart disease Curr Atheros Rep 4 462–467

    Google Scholar 

  12. M Osler BL Heitmann LU Gerdes LM Jorgensen M Schroll (2001) ArticleTitleDietary patterns and mortality in Danish men and women: a prospective observational study Br J Nutr 85 219–225 Occurrence Handle11242490

    PubMed  Google Scholar 

  13. FB Hu EB Rimm MJ Stampfer A Ascherio D Spiegelman WC Willett (2000) ArticleTitleProspective study of major dietary patterns and risk of coronary heart disease in men Am J Clin Nutr 72 912–921 Occurrence Handle11010931

    PubMed  Google Scholar 

  14. SE McCann JR Marshall JR Brasure S Graham JL Freudenheim (2001) ArticleTitleAnalysis of patterns of food intake in nutritional epidemiology: food classification in principal components analysis and the subsequent impact on estimates for endometrial cancer Public Health Nutr 4 989–997 Occurrence Handle11784412

    PubMed  Google Scholar 

  15. P Terry FB Hu H Hansen A Wolk (2001) ArticleTitleProspective study of major dietary patterns and colorectal cancer risk in women Am J Epidemiol 154 1143–1149 Occurrence Handle10.1093/aje/154.12.1143 Occurrence Handle11744520

    Article  PubMed  Google Scholar 

  16. P Terry R Suzuki FB Hu A Wolk (2001) ArticleTitleA prospective study of major dietary patterns and the risk of breast cancer Cancer Epidemiol Biomarkers Prev 10 1281–1285 Occurrence Handle11751446

    PubMed  Google Scholar 

  17. K Handa N Kreiger (2002) ArticleTitleDiet patterns and the risk of renal cell carcinoma Public Health Nutr 5 757–767 Occurrence Handle10.1079/PHN2002347 Occurrence Handle12570884

    Article  PubMed  Google Scholar 

  18. T Fung FB Hu C Fuchs et al. (2003) ArticleTitleMajor dietary patterns and the risk of colorectal cancer in women Arch Intern Med 163 309–314 Occurrence Handle10.1001/archinte.163.3.309 Occurrence Handle12578511

    Article  PubMed  Google Scholar 

  19. S Sieri V Krogh V Pala et al. (2004) ArticleTitleDietary patterns and risk of breast cancer in the ORDET cohort Cancer Epidemiol Biomarkers Prev 13 567–572 Occurrence Handle15066921

    PubMed  Google Scholar 

  20. M Tseng RA Breslow RF DeVellis RG Ziegler (2004) ArticleTitleDietary patterns and prostate cancer risk in the National Health and Nutrition Examination Survey Epidemiological Follow-up Study Cohort Cancer Epidemiol Biomarkers Prev 13 71–77 Occurrence Handle14744736

    PubMed  Google Scholar 

  21. DEM Williams AT Prevost MJ Whichelow BD Cox NE Day NJ Wareham (2000) ArticleTitleA cross-sectional study of dietary patterns with glucose intolerance and other features of the metabolic syndrome Br J Nutr 83 257–266 Occurrence Handle10884714

    PubMed  Google Scholar 

  22. Appel L, Moore TJ, Obrazanek E, for the DASH collaborative research group (1997). A clinical trial of the effects of dietary patterns on blood pressure. N Engl J Med 336: 1117–1124

    Google Scholar 

  23. J Tuomilehto J Lindstrom JG Eriksson et al. (2001) ArticleTitlePrevention of type 2 diabetes mellitus by changes in lifestyle among subjects with impaired glucose tolerance N Engl J Med 344 1343–1350 Occurrence Handle10.1056/NEJM200105033441801 Occurrence Handle11333990

    Article  PubMed  Google Scholar 

  24. ME Martinez JR Marshall L Sechrest (1998) ArticleTitleInvited commentary: factor analysis and the search for objectivity Am J Epidemiol 148 17–19 Occurrence Handle9663398

    PubMed  Google Scholar 

  25. PF Jacques KL Tucker (2001) ArticleTitleAre dietary patterns useful for understanding the role of diet in chronic disease? Am J Clin Nutr 73 61–67 Occurrence Handle11124751

    PubMed  Google Scholar 

  26. HF Balder HAM Brants M Virtanen et al. (2003) ArticleTitleCommon and country-specific dietary patterns in four European cohort studies J Nutr 133 4246–4251 Occurrence Handle14652380

    PubMed  Google Scholar 

  27. PA Brandt Particlevan den RA Goldbohm P van’t Veer A Volovics RJ Hermus F Sturmans (1990) ArticleTitleA large-scale prospective cohort study on diet and cancer in the Netherlands J Clin Epidemiol 43 285–295 Occurrence Handle10.1016/0895-4356(90)90009-E Occurrence Handle2313318

    Article  PubMed  Google Scholar 

  28. S Sieri V Krogh P Muti et al. (2002) ArticleTitleFat and protein intake and subsequent breast cancer risk in postmenopausal women Nutr Cancer 42 10–17 Occurrence Handle10.1207/S15327914NC421_2 Occurrence Handle12235640

    Article  PubMed  Google Scholar 

  29. KB Michels L Holmberg L Bergkvist H Ljung A Bruce A Wolk (2001) ArticleTitleDietary antioxidants vitamins, retinal, and breast cancer incidence in a cohort of Swedish women Int J Cancer 91 563–567 Occurrence Handle10.1002/1097-0215(200002)9999:9999<::AID-IJC1079>3.0.CO;2-9 Occurrence Handle11251982

    Article  PubMed  Google Scholar 

  30. RA Goldbohm PA Brandt Particlevan den HAM Brants P van’t Veer M Ai F Sturmans RJJ Hermus (1994) ArticleTitleValidation of a dietary questionnaire used in a large-scale propective cohort study on diet and cancer Eur J Clin Nutr 48 253–265 Occurrence Handle8039485

    PubMed  Google Scholar 

  31. A Wolk R Bergström D Hunter et al. (1998) ArticleTitleA prospective study of association of monounsaturated fat and other types of fat with risk of breast cancer Arch Int Med 158 41–45 Occurrence Handle10.1001/archinte.158.1.41

    Article  Google Scholar 

  32. KV Mardia JT Kent MC Bibby (1979) Multivariate Analysis Academic Press London, UK

    Google Scholar 

  33. LE Voorrips HA Brants AF Kardinaal GJ Hiddink PA Brandt Particlevan den RA Goldbohm (2002) ArticleTitleIntake of conjugated linoleic acid, fat, and other fatty acids in relation to postmenopausal breast cancer: the Netherlands cohort study on diet and cancer Am J Clin Nutr 76 873–882 Occurrence Handle12324303

    PubMed  Google Scholar 

  34. G Block B Patterson A Subar (1992) ArticleTitleFruit, vegetables, and cancer prevention: a review of the epidemiological evidence Nutr Cancer 18 1–29 Occurrence Handle1408943

    PubMed  Google Scholar 

  35. KA Steinmetz JD Potter (1996) ArticleTitleVegetables, fruit, and cancer prevention: a review J Am Diet Assoc 96 1027–1039 Occurrence Handle10.1016/S0002-8223(96)00273-8 Occurrence Handle8841165

    Article  PubMed  Google Scholar 

  36. E Dorant PA Brandt Particlevan den RA Goldbohm (1995) ArticleTitleAllium vegetable consumption, garlic supplement intake, and female breast carcinoma incidence Br Cancer Res Treat 33 163–170 Occurrence Handle10.1007/BF00682723

    Article  Google Scholar 

  37. DT Verhoeven N Assen RA Goldbohm et al. (1997) ArticleTitleVitamins C and E, retinal, beta-carotene and dietary fibre in relation to breast cancer risk: a prospective cohort study Br J Cancer 75 149–155 Occurrence Handle9000614

    PubMed  Google Scholar 

  38. SA Smith-Warner D Spiegelman SS Yaun et al. (2001) ArticleTitleIntake of fruit and vegetables and risk of breast cancer. A pooled analysis of cohort studies J Am Med Assoc 285 769–776 Occurrence Handle10.1001/jama.285.6.769

    Article  Google Scholar 

  39. M Gaard S Tretli EB Loken (1995) ArticleTitleDietary fat and the risk of breast cancer: a prospective study of 25,892 Norwegian women Int J Cancer 63 13–17 Occurrence Handle7558440

    PubMed  Google Scholar 

  40. CB Ambrosone JL Freudenheim R Sinha et al. (1998) ArticleTitleBreast cancer risk, meat consumption and N-acetyltransferase (NAT2) genetic polymorphisms Int J Cancer 75 825–830 Occurrence Handle10.1002/(SICI)1097-0215(19980316)75:6<825::AID-IJC2>3.0.CO;2-X Occurrence Handle9506525

    Article  PubMed  Google Scholar 

  41. W Zheng DR Gustafson R Sinha et al. (1998) ArticleTitleWell-done meat intake and the risk of breast cancer J Natl Cancer Inst 90 1724–1729 Occurrence Handle10.1093/jnci/90.22.1724 Occurrence Handle9827527

    Article  PubMed  Google Scholar 

  42. SA Missmer SA Smith-Warner D Spiegelman et al. (2002) ArticleTitleMeat and dairy food consumption and breast cancer: a pooled analysis of cohort studies Int J Epidemiol 31 78–85 Occurrence Handle10.1093/ije/31.1.78 Occurrence Handle11914299

    Article  PubMed  Google Scholar 

  43. C La Vecchia E Negri S Franceschi A Decarli A Giacosa L Lipworth (1995) ArticleTitleOlive oil, other dietary fats, and the risk of breast cancer (Italy) Cancer Causes Control 6 545–550 Occurrence Handle10.1007/BF00054164 Occurrence Handle8580304

    Article  PubMed  Google Scholar 

  44. A Trichopoulou K Katsouyanni S Stuver et al. (1995) ArticleTitleConsumption of olive oil and specific food groups in relation to breast cancer risk in Greece J Natl Cancer Inst 87 110–116 Occurrence Handle7503842

    PubMed  Google Scholar 

  45. D Trichopoulos P Lagiou (2001) ArticleTitleDietary patterns and mortality Br J Nutr 85 133–134 Occurrence Handle11242479

    PubMed  Google Scholar 

  46. LB Dixon HF Balder M Virtanen et al. (2004) ArticleTitleDietary patterns associated with colon and rectal cancers: Results from the DIETSCAN project Am J Clin Nutr 80 1003–1011 Occurrence Handle15447912

    PubMed  Google Scholar 

  47. M Osler H Andreasen B Heitmann et al. (2002) ArticleTitleFood intake patterns and risk of coronary heart disease: a prospective cohort study examining the use of traditional scoring techniques Eur J Clin Nutr 56 568–574 Occurrence Handle10.1038/sj.ejcn.1601360 Occurrence Handle12080395

    Article  PubMed  Google Scholar 

  48. AF Subar V Kipnis RP Troiano et al. (2003) ArticleTitleUsing intake biomarkers to evaluate the extent of dietary misreporting in a large sample of adults: the OPEN study Am J Clin Epidemiol 158 1–13 Occurrence Handle10.1093/aje/kwg092

    Article  Google Scholar 

  49. V Kipnis AF Subar D Midthune et al. (2003) ArticleTitleStructure of dietary measurement error: results of the OPEN Biomarker Study Am J Epidemiol 158 14–21 Occurrence Handle10.1093/aje/kwg091 Occurrence Handle12835281

    Article  PubMed  Google Scholar 

  50. FB Hu E Rimm SA Smith-Warner et al. (1999) ArticleTitleReproducibility and validity of dietary patterns assessed with a food-frequency questionnaire Am J Clin Nutr 69 243–249 Occurrence Handle9989687

    PubMed  Google Scholar 

  51. BR Khani W Ye P Terry A Wolk (2004) ArticleTitleReproducibility and validity of major dietary patterns among Swedish women assessed with a food-frequency questionnaire J Nutr 134 1541–1545 Occurrence Handle15173426

    PubMed  Google Scholar 

  52. GA Colditz (1995) ArticleTitleFat, estrogens, and the time frame for prevention of breast cancer Epidemiology 6 209–211 Occurrence Handle7619924

    PubMed  Google Scholar 

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Männistö, S., Dixon, L.B., Balder, H.F. et al. Dietary patterns and breast cancer risk: results from three cohort studies in the DIETSCAN project. Cancer Causes Control 16, 725–733 (2005). https://doi.org/10.1007/s10552-005-1763-7

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