Abstract
Purposes
Dietary patterns have been found to be associated with the overall cancer risk and survival. However, the associations of healthy dietary patterns and breast cancer remain unclear. We aimed to conduct a meta-analysis of prospective cohort studies to estimate the pooled results of the association of healthy dietary patterns with breast cancer risk and survival.
Methods
PubMed, EMBASE, and Web of Science were searched for literature published until June 24th, 2018 that examined the associations between healthy dietary patterns and breast cancer risk and survival. Risk ratios (RRs) and 95% confidence intervals (CIs) were calculated by using a random-effects model for meta-analysis.
Results
There were 32 articles retrieved for the meta-analysis, with 27 for breast cancer risk and five for breast cancer survival. There was a statistically significant lower risk of breast cancer associated with healthy dietary patterns (RR = 0.93, 95% CI: 0.88, 0.98). Subgroup analysis results suggested that there was an inverse association between breast cancer risk and posterori-derived healthy patterns, but no statistically significant associations were found in other stratified subgroups (a priori-derived diet, study region, menopausal status, or breast cancer subtypes). Healthy dietary patterns were associated inversely with all-cause mortality (RR = 0.76, 95% CI: 0.63, 0.92); however, no association was found for breast cancer-specific mortality.
Conclusions
The results suggested that healthy dietary patterns might be associated with a reduced risk of breast cancer and all-cause mortality among breast cancer patients. It could be clinically relevant to promote healthy dietary patterns for breast cancer prevention and improve survival among breast cancer patients.
Similar content being viewed by others
References
Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D (2011) Global cancer statistics. Cancer J Clin 61(2):69–90
Miller KD, Siegel RL, Lin CC, Mariotto AB, Kramer JL, Rowland JH, Stein KD, Alteri R, Jemal A (2016) Cancer treatment and survivorship statistics. Cancer J Clin 66(4):271–289. https://doi.org/10.3322/caac.21349
Hauner H, Hauner D (2010) The impact of nutrition on the development and prognosis of breast cancer. Breast Care 5(6):377–381
Wakai K, Tamakoshi K, Fukui M, Suzuki S, Lin Y, Niwa Y, Nishio K, Yatsuya H, Kondo T, Tokudome S (2005) Dietary intakes of fat and fatty acids and risk of breast cancer: a prospective study in Japan. Cancer Sci 96(9):590–599
Smith-Warner SA, Spiegelman D, Yaun S-S, Adami H-O, Beeson WL, Van Den Brandt PA, Folsom AR, Fraser GE, Freudenheim JL, Goldbohm RA (2001) Intake of fruits and vegetables and risk of breast cancer: a pooled analysis of cohort studies. JAMA 285(6):769–776
Rohan T, McMichael A, Baghurst P (1988) A population-based case–control study of diet and breast cancer in Australia. Am J Epidemiol 128(3):478–489
Löf M, Sandin S, Lagiou P, Hilakivi-Clarke L, Trichopoulos D, Adami H, Weiderpass E (2007) Dietary fat and breast cancer risk in the Swedish women’s lifestyle and health cohort. Br J Cancer 97(11):1570–1576
Lima FELd, Latorre MdRDd, Costa MJdC, Fisberg RM (2008) Diet and cancer in Northeast Brazil: evaluation of eating habits and food group consumption in relation to breast cancer. Cadernos de Saúde Pública 24(4):820–828
Howe GR, Hirohata T, Hislop TG, Iscovich JM, Yuan J-M, Katsouyanni K, Lubin F, Marubini E, Modan B, Rohan T (1990) Dietary factors and risk of breast cancer: combined analysis of 12 case—control studies. J Natl Cancer Inst 82(7):561–569
Gandini S, Merzenich H, Robertson C, Boyle P (2000) Meta-analysis of studies on breast cancer risk and diet: the role of fruit and vegetable consumption and the intake of associated micronutrients. Eur J Cancer 36(5):636–646
Freudenheim JL, Marshall JR, Vena JE, Laughlin R, Brasure JR, Swanson MK, Nemoto T, Graham S (1996) Premenopausal breast cancer risk and intake of vegetables, fruits, and related nutrients. J Natl Cancer Inst 88(6):340–348
Franceschi S, Favero A, Russo A, Decarli A, La Vecchia C, Ferraroni M, Negri E, Amadori D, Conti E, Montella M (1996) Intake of macronutrients and risk of breast cancer. The Lancet 347(9012):1351–1356
Van Gils CH, Peeters PH, Bueno-de-Mesquita HB, Boshuizen HC, Lahmann PH, Clavel-Chapelon F, Thiébaut A, Kesse E, Sieri S, Palli D (2005) Consumption of vegetables and fruits and risk of breast cancer. JAMA 293(2):183–193
Michels KB, Mohllajee AP, Roset-Bahmanyar E, Beehler GP, Moysich KB (2007) Diet and breast cancer. Cancer 109(S12):2712–2749
Jung S, Spiegelman D, Baglietto L, Bernstein L, Boggs DA, Van Den Brandt PA, Buring JE, Cerhan JR, Gaudet MM, Giles GG (2013) Fruit and vegetable intake and risk of breast cancer by hormone receptor status. J Natl Cancer Inst 105(3):219–236
Hunter DJ, Spiegelman D, Adami H-O, Beeson L, Van Den Brandt PA, Folsom AR, Fraser GE, Goldbohm RA, Graham S, Howe GR (1996) Cohort studies of fat intake and the risk of breast cancer—a pooled analysis. N Engl J Med 334(6):356–361
Smith-Warner SA, Spiegelman D, Yaun S-S, Van Den Brandt PA, Folsom AR, Goldbohm RA, Graham S, Holmberg L, Howe GR, Marshall JR (1998) Alcohol and breast cancer in women: a pooled analysis of cohort studies. JAMA 279(7):535–540
Rock CL, Doyle C, Demark-Wahnefried W, Meyerhardt J, Courneya KS, Schwartz AL, Bandera EV, Hamilton KK, Grant B, McCullough M (2012) Nutrition and physical activity guidelines for cancer survivors. Cancer J Clin 62(4):242–274
Kushi LH, Doyle C, McCullough M, Rock CL, Demark-Wahnefried W, Bandera EV, Gapstur S, Patel AV, Andrews K, Gansler T (2012) American Cancer Society Guidelines on nutrition and physical activity for cancer prevention: reducing the risk of cancer with healthy food choices and physical activity. Cancer J Clin 62(1):30–67. https://doi.org/10.3322/caac.20140
Couto E, Sandin S, Lof M, Ursin G, Adami HO, Weiderpass E (2013) Mediterranean dietary pattern and risk of breast cancer. PLoS ONE 8(2):e55374. https://doi.org/10.1371/journal.pone.0055374
Catsburg C, Kim RS, Kirsh VA, Soskolne CL, Kreiger N, Rohan TE (2015) Dietary patterns and breast cancer risk: a study in 2 cohorts. Am J Clin Nutr 101(4):817–823. https://doi.org/10.3945/ajcn.114.097659
Cottet V, Touvier M, Fournier A, Touillaud MS, Lafay L, Clavel-Chapelon F, Boutron-Ruault M-C (2009) Postmenopausal breast cancer risk and dietary patterns in the E3 N-EPIC prospective cohort study. Am J Epidemiol 170(10):1257–1267
Cade J, Taylor E, Burley V, Greenwood D (2011) Does the mediterranean dietary pattern or the healthy diet index influence the risk of breast cancer in a large British cohort of women? Eur J Clin Nutr 65(8):920–928
Männistö S, Dixon LB, Balder HF, Virtanen MJ, Krogh V, Khani BR, Berrino F, Van Den Brandt PA, Hartman AM, Pietinen P (2005) Dietary patterns and breast cancer risk: results from three cohort studies in the DIETSCAN project. Cancer Causes Control 16(6):725–733
Baglietto L, Krishnan K, Severi G, Hodge A, Brinkman M, English D, McLean C, Hopper J, Giles G (2011) Dietary patterns and risk of breast cancer. Br J Cancer 104(3):524–531
World Cancer Research Fund AIfCR (2018) Diet, nutrition, physical activity and cancer: a global perspective. www.dietandcancerreport.org. Accessed 31 Dec 2018
Li YJ, Roswall N, Sandin S, Strom P, Adami HO, Weiderpass E (2015) Adherence to a healthy nordic food index and breast cancer risk: results from a Swedish cohort study. Cancer Causes Control 26(6):893–902. https://doi.org/10.1007/s10552-015-0564-x
Kojima R, Okada E, Ukawa S, Mori M, Wakai K, Date C, Iso H, Tamakoshi A (2017) Dietary patterns and breast cancer risk in a prospective Japanese study. Breast Cancer 24(1):152–160. https://doi.org/10.1007/s12282-016-0689-0
van den Brandt PA, Schulpen M (2017) Mediterranean diet adherence and risk of postmenopausal breast cancer: results of a cohort study and meta-analysis. Int J Cancer 140(10):2220–2231. https://doi.org/10.1002/ijc.30654
Shin S, Saito E, Inoue M, Sawada N, Ishihara J, Takachi R, Nanri A, Shimazu T, Yamaji T, Iwasaki M, Sasazuki S, Tsugane S (2016) Dietary pattern and breast cancer risk in Japanese women: the Japan Public Health Center-based Prospective study (JPHC Study). The British journal of nutrition 115(10):1769–1779. https://doi.org/10.1017/s0007114516000684
Hirko KA, Willett WC, Hankinson SE, Rosner BA, Beck AH, Tamimi RM, Eliassen AH (2016) Healthy dietary patterns and risk of breast cancer by molecular subtype. Breast Cancer Res Treat 155(3):579–588. https://doi.org/10.1007/s10549-016-3706-2
Penniecook-Sawyers JA, Jaceldo-Siegl K, Fan J, Beeson L, Knutsen S, Herring P, Fraser GE (2016) Vegetarian dietary patterns and the risk of breast cancer in a low-risk population. Br J Nutr 115(10):1790–1797. https://doi.org/10.1017/s0007114516000751
Brennan SF, Cantwell MM, Cardwell CR, Velentzis LS, Woodside JV (2010) Dietary patterns and breast cancer risk: a systematic review and meta-analysis. Am J Clin Nutr 91(5):1294–1302. https://doi.org/10.3945/ajcn.2009.28796
Albuquerque RC, Baltar VT, Marchioni DM (2014) Breast cancer and dietary patterns: a systematic review. Nutr Rev 72(1):1–17. https://doi.org/10.1111/nure.12083
Grosso G, Bella F, Godos J, Sciacca S, Del Rio D, Ray S, Galvano F, Giovannucci EL (2017) Possible role of diet in cancer: systematic review and multiple meta-analyses of dietary patterns, lifestyle factors, and cancer risk. Nutr Rev 75(6):405–419. https://doi.org/10.1093/nutrit/nux012
Gaudet MM, Britton JA, Kabat GC, Steck-Scott S, Eng SM, Teitelbaum SL, Terry MB, Neugut AI, Gammon MD (2004) Fruits, vegetables, and micronutrients in relation to breast cancer modified by menopause and hormone receptor status. Cancer Epidemiol Prev Biomark 13(9):1485–1494
Fung TT, Hu FB, Holmes MD, Rosner BA, Hunter DJ, Colditz GA, Willett WC (2005) Dietary patterns and the risk of postmenopausal breast cancer. Int J Cancer 116(1):116–121
Fung TT, Hu FB, McCullough ML, Newby P, Willett WC, Holmes MD (2006) Diet quality is associated with the risk of estrogen receptor–negative breast cancer in postmenopausal women. J Nutr 136(2):466–472
Olsen A, Tjønneland A, Thomsen BL, Loft S, Stripp C, Overvad K, Møller S, Olsen JH (2003) Fruits and vegetables intake differentially affects estrogen receptor negative and positive breast cancer incidence rates. J Nutr 133(7):2342–2347
Marmot M, Atinmo T, Byers T, Chen J, Hirohata T, Jackson A, James W, Kolonel L, Kumanyika S, Leitzmann C (2007) Food, nutrition, physical activity, and the prevention of cancer: a global perspective. World Cancer Research Fund / American Institute for Cancer Research, Washington DC
Hu FB (2002) Dietary pattern analysis: a new direction in nutritional epidemiology. Curr Opin Lipidol 13(1):3–9
McCullough ML, Gapstur SM, Shah R, Campbell PT, Wang Y, Doyle C, Gaudet MM (2016) Pre-and postdiagnostic diet in relation to mortality among breast cancer survivors in the CPS-II Nutrition Cohort. Cancer Causes Control 27(11):1303–1314
Kwan ML, Weltzien E, Kushi LH, Castillo A, Slattery ML, Caan BJ (2009) Dietary patterns and breast cancer recurrence and survival among women with early-stage breast cancer. J Clin Oncol 27(6):919–926. https://doi.org/10.1200/jco.2008.19.4035
George SM, Irwin ML, Smith AW, Neuhouser ML, Reedy J, McTiernan A, Alfano CM, Bernstein L, Ulrich CM, Baumgartner KB (2011) Postdiagnosis diet quality, the combination of diet quality and recreational physical activity, and prognosis after early-stage breast cancer. Cancer Causes Control 22(4):589–598
Vrieling A, Buck K, Seibold P, Heinz J, Obi N, Flesch-Janys D, Chang-Claude J (2013) Dietary patterns and survival in German postmenopausal breast cancer survivors. Br J Cancer 108(1):188–192
Kroenke CH, Fung TT, Hu FB, Holmes MD (2005) Dietary patterns and survival after breast cancer diagnosis. J Clin Oncol 23(36):9295–9303
World Cancer Research Fund International AIfCR (2014) Continuous update project report: diet, nutrition, physical activity, and breast cancer survivors. World Cancer Research Fund International, London
Terranova CO, Protani MM, Reeves MM (2018) Overall dietary intake and prognosis after breast cancer: a systematic review. Nutr Cancer 70(2):153–163. https://doi.org/10.1080/01635581.2018.1412478
Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, Ioannidis JP, Clarke M, Devereaux PJ, Kleijnen J, Moher D (2009) The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. PLoS Med 6(7):e1000100
Giacosa A, Barale R, Bavaresco L, Gatenby P, Gerbi V, Janssens J, Johnston B, Kas K, La Vecchia C, Mainguet P, Morazzoni P, Negri E, Pelucchi C, Pezzotti M, Rondanelli M (2013) Cancer prevention in Europe: the Mediterranean diet as a protective choice. Eur J Cancer Prev 22(1):90–95. https://doi.org/10.1097/CEJ.0b013e328354d2d7
Onvani S, Haghighatdoost F, Azadbakht L (2015) Dietary approach to stop hypertension (DASH): diet components may be related to lower prevalence of different kinds of cancer: a review on the related documents. J Res Med Sci 20(7):707–713. https://doi.org/10.4103/1735-1995.166233
Peterson J, Welch V, Losos M, Tugwell P (2011) The Newcastle-Ottawa scale (NOS) for assessing the quality of nonrandomised studies in meta-analyses. Ottawa Hospital Research Institute, Ottawa
Egger M, Smith GD, Schneider M, Minder C (1997) Bias in meta-analysis detected by a simple, graphical test. BMJ 315(7109):629–634
Fung TT, Hu FB, Holmes MD, Rosner BA, Hunter DJ, Colditz GA, Willett WC (2005) Dietary patterns and the risk of postmenopausal breast cancer. Int J Cancer 116(1):116–121. https://doi.org/10.1002/ijc.20999
Fung TT, Schulze MB, Hu FB, Hankinson SE, Holmes MD (2012) A dietary pattern derived to correlate with estrogens and risk of postmenopausal breast cancer. Breast Cancer Res Treat 132(3):1157–1162. https://doi.org/10.1007/s10549-011-1942-z
Izano MA, Fung TT, Chiuve SS, Hu FB, Holmes MD (2013) Are diet quality scores after breast cancer diagnosis associated with improved breast cancer survival? Nutr Cancer 65(6):820–826. https://doi.org/10.1080/01635581.2013.804939
Adebamowo CA, Hu FB, Cho E, Spiegelman D, Holmes MD, Willett WC (2005) Dietary patterns and the risk of breast cancer. Ann Epidemiol 15(10):789–795. https://doi.org/10.1016/j.annepidem.2005.01.008
Link LB, Canchola AJ, Bernstein L, Clarke CA, Stram DO, Ursin G, Horn-Ross PL (2013) Dietary patterns and breast cancer risk in the California teachers study cohort. Am J Clin Nutr 98(6):1524–1532. https://doi.org/10.3945/ajcn.113.061184
Sant M, Allemani C, Sieri S, Krogh V, Menard S, Tagliabue E, Nardini E, Micheli A, Crosignani P, Muti P, Berrino F (2007) Salad vegetables dietary pattern protects against HER-2-positive breast cancer: a prospective Italian study. Int J Cancer 121(4):911–914. https://doi.org/10.1002/ijc.22714
Sieri S, Krogh V, Pala V, Muti P, Micheli A, Evangelista A, Tagliabue G, Berrino F (2004) Dietary patterns and risk of breast cancer in the ORDET cohort. Cancer epidemiol Biomark Prev 13(4):567–572
Terry P, Suzuki R, Hu FB, Wolk A (2001) A prospective study of major dietary patterns and the risk of breast cancer. Cancer Epidemiol Biomark Prev 10(12):1281–1285
Butler LM, Wu AH, Wang R, Koh WP, Yuan JM, Yu MC (2010) A vegetable-fruit-soy dietary pattern protects against breast cancer among postmenopausal Singapore Chinese women. Am J Clin Nutr 91(4):1013–1019. https://doi.org/10.3945/ajcn.2009.28572
Cade JE, Taylor EF, Burley VJ, Greenwood DC (2011) Does the Mediterranean dietary pattern or the healthy diet index influence the risk of breast cancer in a large British cohort of women? Eur J Clin Nutr 65(8):920–928. https://doi.org/10.1038/ejcn.2011.69
Edefonti V, Randi G, La Vecchia C, Ferraroni M, Decarli A (2009) Dietary patterns and breast cancer: a review with focus on methodological issues. Nutr Rev 67(6):297–314. https://doi.org/10.1111/j.1753-4887.2009.00203.x
Steinmetz KA, Potter JD (1991) Vegetables, fruit, and cancer II. Mechanisms. Cancer Causes Control 2(6):427–442
Maskarinec G, Morimoto Y, Takata Y, Murphy SP, Stanczyk FZ (2006) Alcohol and dietary fibre intakes affect circulating sex hormones among premenopausal women. Public health nutrition 9(7):875–881
Aune D, Chan D, Vieira A, Rosenblatt DN, Vieira R, Greenwood D, Norat T (2012) Fruits, vegetables and breast cancer risk: a systematic review and meta-analysis of prospective studies. Breast Cancer Res Treat 134(2):479–493
Zahedi H, Djalalinia S, Sadeghi O, Asayesh H, Noroozi M, Gorabi AM, Mohammadi R, Qorbani M (2018) Dietary inflammatory potential score and risk of breast cancer: systematic review and meta-analysis. Clin Breast Cancer 18:e561–e570. https://doi.org/10.1016/j.clbc.2018.01.007
Ostan R, Lanzarini C, Pini E, Scurti M, Vianello D, Bertarelli C, Fabbri C, Izzi M, Palmas G, Biondi F, Martucci M, Bellavista E, Salvioli S, Capri M, Franceschi C, Santoro A (2015) Inflammaging and cancer: a challenge for the mediterranean diet. Nutrients 7(4):2589–2621. https://doi.org/10.3390/nu7042589
Cappellani A, Di Vita M, Zanghi A, Cavallaro A, Piccolo G, Veroux M, Berretta M, Malaguarnera M, Canzonieri V, Lo Menzo E (2012) Diet, obesity and breast cancer: an update. Front Biosci 4:90–108
Nystrom M, Mutanen M (2009) Diet and epigenetics in colon cancer. World J Gastroenterol 15(3):257–263
Trichopoulou A, Bamia C, Lagiou P, Trichopoulos D (2010) Conformity to traditional mediterranean diet and breast cancer risk in the Greek EPIC (European Prospective Investigation into Cancer and Nutrition) cohort. Am J Clin Nutr 92(3):620–625. https://doi.org/10.3945/ajcn.2010.29619
Althuis MD, Fergenbaum JH, Garcia-Closas M, Brinton LA, Madigan MP, Sherman ME (2004) Etiology of hormone receptor-defined breast cancer: a systematic review of the literature. Cancer Epidemiol Biomark Prev 13(10):1558–1568
Harris EE, Correa C, Hwang W-T, Liao J, Litt HI, Ferrari VA, Solin LJ (2006) Late cardiac mortality and morbidity in early-stage breast cancer patients after breast-conservation treatment. J Clin Oncol 24(25):4100–4106
Brunner EJ, Mosdøl A, Witte DR, Martikainen P, Stafford M, Shipley MJ, Marmot MG (2008) Dietary patterns and 15-y risks of major coronary events, diabetes, and mortality. Am J Clin Nutr 87(5):1414–1421
Heidemann C, Schulze MB, Franco OH, van Dam RM, Mantzoros CS, Hu FB (2008) Dietary patterns and risk of mortality from cardiovascular disease, cancer, and all causes in a prospective cohort of women. Circulation 118(3):230–237
Mosher CE, Sloane R, Morey MC, Snyder DC, Cohen HJ, Miller PE, Demark-Wahnefried W (2009) Associations between lifestyle factors and quality of life among older long-term breast, prostate, and colorectal cancer survivors. Cancer 115(17):4001–4009
Thompson FE, Subar AF (2008) Dietary assessment methodology. Nutr Prev Treat Dis 2:3–39
Izano MA, Fung TT, Chiuve SS, Hu FB, Holmes MD (2013) Are diet quality scores after breast cancer diagnosis associated with improved breast cancer survival? Nutr Cancer 65(6):820–826
George SM, Ballard-Barbash R, Shikany JM, Caan BJ, Freudenheim JL, Kroenke CH, Vitolins MZ, Beresford SA, Neuhouser ML (2014) Better postdiagnosis diet quality is associated with reduced risk of death among postmenopausal women with invasive breast cancer in the Women’s Health Initiative. Cancer Epidemiol Prev Biomark 23:575–583
Kim EH, Willett WC, Fung T, Rosner B, Holmes MD (2011) Diet quality indices and postmenopausal breast cancer survival. Nutr Cancer 63(3):381–388
Doyle C, Kushi LH, Byers T, Courneya KS, Demark-Wahnefried W, Grant B, McTiernan A, Rock CL, Thompson C, Gansler T (2006) Nutrition and physical activity during and after cancer treatment: an American Cancer Society guide for informed choices. Cancer J Clin 56(6):323–353
US Department of Health and Human Services and US Department of Agriculture (2011) Dietary guidelines for Americans. US Gov Print Office, Washington, DC
Song JW, Chung KC (2010) Observational studies: cohort and case-control studies. Plast Reconstr Surg 126(6):2234–2242. https://doi.org/10.1097/PRS.0b013e3181f44abc
Schatzkin A, Kipnis V, Carroll RJ, Midthune D, Subar AF, Bingham S, Schoeller DA, Troiano RP, Freedman LS (2003) A comparison of a food frequency questionnaire with a 24-hour recall for use in an epidemiological cohort study: results from the biomarker-based Observing Protein and Energy Nutrition (OPEN) study. Int J Epidemiol 32(6):1054–1062
Kroke A, Klipstein-Grobusch K, Voss S, Moseneder J, Thielecke F, Noack R, Boeing H (1999) Validation of a self-administered food-frequency questionnaire administered in the European Prospective Investigation into Cancer and Nutrition (EPIC) Study: comparison of energy, protein, and macronutrient intakes estimated with the doubly labeled water, urinary nitrogen, and repeated 24-h dietary recall methods. Am J Clin Nutr 70(4):439–447. https://doi.org/10.1093/ajcn/70.4.439
Agurs-Collins T, Rosenberg L, Makambi K, Palmer JR, Adams-Campbell L (2009) Dietary patterns and breast cancer risk in women participating in the Black Women’s Health Study. Am J Clin Nutr 90(3):621–628. https://doi.org/10.3945/ajcn.2009.27666
Buckland G, Travier N, Cottet V, Gonzalez CA, Lujan-Barroso L, Agudo A, Trichopoulou A, Lagiou P, Trichopoulos D, Peeters PH, May A, Bueno-de-Mesquita HB, Bvan Duijnhoven FJ, Key TJ, Allen N, Khaw KT, Wareham N, Romieu I, McCormack V, Boutron-Ruault M, Clavel-Chapelon F, Panico S, Agnoli C, Palli D, Tumino R, Vineis P, Amiano P, Barricarte A, Rodriguez L, Sanchez MJ, Chirlaque MD, Kaaks R, Teucher B, Boeing H, Bergmann MM, Overvad K, Dahm CC, Tjonneland A, Olsen A, Manjer J, Wirfalt E, Hallmans G, Johansson I, Lund E, Hjartaker A, Skeie G, Vergnaud AC, Norat T, Romaguera D, Riboli E (2013) Adherence to the mediterranean diet and risk of breast cancer in the European prospective investigation into cancer and nutrition cohort study. Int J Cancer 132(12):2918–2927. https://doi.org/10.1002/ijc.27958
Fung TT, Hu FB, McCullough ML, Newby PK, Willett WC, Holmes MD (2006) Diet quality is associated with the risk of estrogen receptor-negative breast cancer in postmenopausal women. J Nutr 136(2):466–472. https://doi.org/10.1093/jn/136.2.466
Cottet V, Touvier M, Fournier A, Touillaud MS, Lafay L, Clavel-Chapelon F, Boutron-Ruault MC (2009) Postmenopausal breast cancer risk and dietary patterns in the E3 N-EPIC prospective cohort study. Am J Epidemiol 170(10):1257–1267. https://doi.org/10.1093/aje/kwp257
Velie EM, Schairer C, Flood A, He JP, Khattree R, Schatzkin A (2005) Empirically derived dietary patterns and risk of postmenopausal breast cancer in a large prospective cohort study. Am J Clin Nutr 82(6):1308–1319. https://doi.org/10.1093/ajcn/82.6.1308
Mai V, Kant AK, Flood A, Lacey JV Jr, Schairer C, Schatzkin A (2005) Diet quality and subsequent cancer incidence and mortality in a prospective cohort of women. Int J Epidemiol 34(1):54–60. https://doi.org/10.1093/ije/dyh388
Mannisto S, Dixon LB, Balder HF, Virtanen MJ, Krogh V, Khani BR, Berrino F, van den Brandt PA, Hartman AM, Pietinen P, Tan F, Wolk A, Goldbohm RA (2005) Dietary patterns and breast cancer risk: results from three cohort studies in the DIETSCAN project. Cancer Causes Control 16(6):725–733. https://doi.org/10.1007/s10552-005-1763-7
Baglietto L, Krishnan K, Severi G, Hodge A, Brinkman M, English DR, McLean C, Hopper JL, Giles GG (2011) Dietary patterns and risk of breast cancer. Br J Cancer 104(3):524–531. https://doi.org/10.1038/sj.bjc.6606044
Schulz M, Hoffmann K, Weikert C, Nothlings U, Schulze MB, Boeing H (2008) Identification of a dietary pattern characterized by high-fat food choices associated with increased risk of breast cancer: the European Prospective Investigation into Cancer and Nutrition (EPIC)-Potsdam Study. Br J Nutr 100(5):942–946. https://doi.org/10.1017/s0007114508966149
Harris HR, Bergkvist L, Wolk A (2015) An estrogen-associated dietary pattern and breast cancer risk in the Swedish mammography cohort. Int J Cancer 137(9):2149–2154. https://doi.org/10.1002/ijc.29586
McCullough ML, Gapstur SM, Shah R, Campbell PT, Wang Y, Doyle C, Gaudet MM (2016) Pre- and postdiagnostic diet in relation to mortality among breast cancer survivors in the CPS-II Nutrition Cohort. Cancer Causes Control 27(11):1303–1314. https://doi.org/10.1007/s10552-016-0802-x
Acknowledgment
The authors appreciate the help of authors of included articles for providing additional information needed for the analysis. The authors’ responsibilities were as follows—RH: data selection, data extraction, quality assessment of literature, wrote the paper, and contributed to the writing, editing, and proofreading of the final version of the article; JW: conducted the literature search, data selection, data extraction, quality assessment of literature, conducted the statistical analysis, and contributed to the writing, editing, and proofreading of the final version of the article; YH: data selection, data extraction, quality assessment of literature, conducted the statistical analysis, and contributed to the writing, editing, and proofreading of the final version of the article; XZ, SX, EKC, VSV: contributed to the writing, editing, and proofreading of the final version of the article.
Funding
Xiaotao Zhang was funded (in part) by a Research Training Award for Cancer Prevention Post-Graduate Training Program in Integrative Epidemiology from the Cancer Prevention & Research Institute of Texas, Grant Number RP160097 (PI: M. Spitz).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflicts of interest.
Ethical approval
This article does not contain any studies with human participants or animals performed by any of the authors.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Hou, R., Wei, J., Hu, Y. et al. Healthy dietary patterns and risk and survival of breast cancer: a meta-analysis of cohort studies. Cancer Causes Control 30, 835–846 (2019). https://doi.org/10.1007/s10552-019-01193-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10552-019-01193-z