Abstract
Purpose
To assess if the associations found between three previously identified dietary patterns with breast, prostate and gastric cancer are also observed for colorectal cancer (CRC).
Methods
MCC-Spain is a multicase-control study that collected information of 1629 incident cases of CRC and 3509 population-based controls from 11 Spanish provinces. Western, Prudent and Mediterranean data-driven dietary patterns—derived in another Spanish case-control study—were reconstructed in MCC-Spain. Their association with CRC was assessed using mixed multivariable logistic regression models considering a possible interaction with sex. Risk by tumor site (proximal colon, distal colon, and rectum) was evaluated using multinomial regression models.
Results
While no effect of the Prudent pattern on CRC risk was observed, a high adherence to the Western dietary pattern was associated with increased CRC risk for both males [ORfourth(Q4) vs. first(Q1)quartile (95% CI): 1.45 (1.11;1.91)] and females [ORQ4 vs. Q1 (95% CI): 1.50 (1.07;2.09)] but seem to be confined to distal colon [ORfourth(Q4) vs. first(Q1)quartile (95% CI): 2.02 (1.44;2.84)] and rectal [ORQ4 vs. Q1 (95% CI): 1.46 (1.05;2.01)] tumors. The protective effect of the Mediterranean dietary pattern against CRC was observed for both sexes [males: ORQ4 vs. Q1 (95% CI): 0.71 (0.55;0.92); females: ORQ4 vs. Q1 (95% CI): 0.56 (0.40;0.77)] and for all cancer sites: proximal colon [ORQ4 vs. Q1 (95% CI): 0.70 (0.51;0.97)], distal colon [ORQ4 vs. Q1 (95% CI): 0.65 (0.48;0.89)], and rectum (ORQ4 vs. Q1 (95% CI): 0.60 (0.45;0.81)].
Conclusion
Our results are consistent with most of the associations previously found between these patterns and breast, prostate and gastric cancer risk and indicate that consuming whole fruits, vegetables, legumes, olive oil, nuts, and fish and avoiding red and processed meat, refined grains, sweets, caloric drinks, juices, convenience food, and sauces might reduce CRC risk.
This is a preview of subscription content, access via your institution.
References
Arnold M, Karim-Kos HE, Coebergh JW, Byrnes G, Antilla A, Ferlay J, Renehan AG, Forman D, Soerjomataram I (2015) Recent trends in incidence of five common cancers in 26 European countries since 1988: analysis of the European Cancer Observatory. Eur J Cancer 51(9):1164–1187. https://doi.org/10.1016/j.ejca.2013.09.002
Stewart B, Wild C (eds) (2014) World Cancer Report 2014. International Agency for Research on Cancer, Lyon
WCRF (2015) Cancer preventability estimates for diet, nutrition, body fatness, and physical activity. http://www.wcrf.org/int/cancer-facts-figures/preventability-estimates/cancer-preventability-estimates-diet-nutrition. Accessed 26 Oct 2016
Whiteman DC, Webb PM, Green AC, Neale RE, Fritschi L, Bain CJ, Parkin DM, Wilson LF, Olsen CM, Nagle CM, Pandeya N, Jordan SJ, Antonsson A, Kendall BJ, Hughes MC, Ibiebele TI, Miura K, Peters S, Carey RN (2015) Cancers in Australia in 2010 attributable to modifiable factors: summary and conclusions. Aust N Z J Public Health 39(5):477–484. https://doi.org/10.1111/1753-6405.12471
Song M, Garrett WS, Chan AT (2015) Nutrients, foods, and colorectal cancer prevention. Gastroenterology 148(6):1244–1260.e1216. https://doi.org/10.1053/j.gastro.2014.12.035
WCRF/AICR (2017) World Cancer Research Fund/American Institute for Cancer Research. Continuous Update Project Report. Diet, nutrition, physical activity and colorectal cancer. 2017. http://www.wcrf.org/sites/default/files/CUP%20Colorectal%20Report_2017_Digital.pdf. Accessed 10 Oct 2017
Aune D, Chan DS, Vieira AR, Navarro Rosenblatt DA, Vieira R, Greenwood DC, Kampman E, Norat T (2013) Red and processed meat intake and risk of colorectal adenomas: a systematic review and meta-analysis of epidemiological studies. Cancer Causes Control CCC 24(4):611–627. https://doi.org/10.1007/s10552-012-0139-z
Cai S, Li Y, Ding Y, Chen K, Jin M (2014) Alcohol drinking and the risk of colorectal cancer death: a meta-analysis. Eur J Cancer Prev 23(6):532–539. https://doi.org/10.1097/cej.0000000000000076
Magalhaes B, Peleteiro B, Lunet N (2012) Dietary patterns and colorectal cancer: systematic review and meta-analysis. Eur J Cancer Prev 21(1):15–23. https://doi.org/10.1097/CEJ.0b013e3283472241
Barkoukis H (2007) Importance of understanding food consumption patterns. J Am Diet Assoc 107(2):234–236
Hu FB (2002) Dietary pattern analysis: a new direction in nutritional epidemiology. Curr Opin Lipidol 13(1):3–9
Jacques PF, Tucker KL (2001) Are dietary patterns useful for understanding the role of diet in chronic disease? Am J Clin Nutr 73(1):1–2
Fung TT, McCullough ML, Newby PK, Manson JE, Meigs JB, Rifai N, Willett WC, Hu FB (2005) Diet-quality scores and plasma concentrations of markers of inflammation and endothelial dysfunction. Am J Clin Nutr 82(1):163–173
Liese AD, Krebs-Smith SM, Subar AF, George SM, Harmon BE, Neuhouser ML, Boushey CJ, Schap TE, Reedy J (2015) The dietary patterns methods project: synthesis of findings across cohorts and relevance to dietary guidance. J Nutr 145(3):393–402. https://doi.org/10.3945/jn.114.205336
Schwingshackl L, Bogensberger B, Hoffmann G (2018) Diet quality as assessed by the healthy eating index, alternate healthy eating index, dietary approaches to stop hypertension score, and health outcomes: an updated systematic review and meta-analysis of cohort studies. J Acad Nutr Diet 118(1):74–100.e111. https://doi.org/10.1016/j.jand.2017.08.024
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
Safari A, Shariff ZM, Kandiah M, Rashidkhani B, Fereidooni F (2013) Dietary patterns and risk of colorectal cancer in Tehran Province: a case-control study. BMC Public Health 13:222. https://doi.org/10.1186/1471-2458-13-222
Park Y, Lee J, Oh JH, Shin A, Kim J (2016) Dietary patterns and colorectal cancer risk in a Korean population: a case-control study. Medicine 95(25):e3759. https://doi.org/10.1097/md.0000000000003759
Feng YL, Shu L, Zheng PF, Zhang XY, Si CJ, Yu XL, Gao W, Zhang L (2017) Dietary patterns and colorectal cancer risk: a meta-analysis. Eur J Cancer Prev 26(3):201–211. https://doi.org/10.1097/cej.0000000000000245
Haslam A, Wagner Robb S, Hebert JR, Huang H, Ebell MH (2017) Association between dietary pattern scores and the prevalence of colorectal adenoma considering population subgroups. Nutr Diet J Dietit Assoc Aust. https://doi.org/10.1111/1747-0080.12400
Mehta RS, Song M, Nishihara R, Drew DA, Wu K, Qian ZR, Fung TT, Hamada T, Masugi Y, da Silva A, Shi Y, Li W, Gu M, Willett WC, Fuchs CS, Giovannucci EL, Ogino S, Chan AT (2017) Dietary patterns and risk of colorectal cancer: analysis by tumor location and molecular subtypes. Gastroenterology 152(8):1944–1953.e1941. https://doi.org/10.1053/j.gastro.2017.02.015
Randi G, Edefonti V, Ferraroni M, La Vecchia C, Decarli A (2010) Dietary patterns and the risk of colorectal cancer and adenomas. Nutr Rev 68(7):389–408. https://doi.org/10.1111/j.1753-4887.2010.00299.x
Tayyem RF, Bawadi HA, Shehadah I, Agraib LM, AbuMweis SS, Al-Jaberi T, Al-Nusairr M, Bani-Hani KE, Heath DD (2017) Dietary patterns and colorectal cancer. Clin Nutr (Edinburgh Scotland) 36(3):848–852. https://doi.org/10.1016/j.clnu.2016.04.029
Castello A, Pollan M, Buijsse B, Ruiz A, Casas AM, Baena-Canada JM, Lope V, Antolin S, Ramos M, Munoz M, Lluch A, de Juan-Ferre A, Jara C, Jimeno MA, Rosado P, Diaz E, Guillem V, Carrasco E, Perez-Gomez B, Vioque J, Boeing H, Martin M (2014) Spanish Mediterranean diet and other dietary patterns and breast cancer risk: case-control EpiGEICAM study. Br J Cancer 111(7):9. https://doi.org/10.1038/bjc.2014.434
Castello A, Buijsse B, Martin M, Ruiz A, Casas AM, Baena-Canada JM, Pastor-Barriuso R, Antolin S, Ramos M, Munoz M, Lluch A, de Juan-Ferre A, Jara C, Lope V, Jimeno MA, Arriola-Arellano E, Diaz E, Guillem V, Carrasco E, Perez-Gomez B, Vioque J, Pollan M, Researchers G (2016) Evaluating the applicability of data-driven dietary patterns to independent samples with a focus on measurement tools for pattern similarity. J Acad Nutr Dietet 116(12):1914–1924 e1916. https://doi.org/10.1016/j.jand.2016.05.008
Castello A, Lope V, Vioque J, Santamarina C, Pedraz-Pingarron C, Abad S, Ederra M, Salas-Trejo D, Vidal C, Sanchez-Contador C, Aragones N, Perez-Gomez B, Pollan M (2016) Reproducibility of data-driven dietary patterns in two groups of adult Spanish women from different studies. Br J Nutr 116(4):734–742. https://doi.org/10.1017/S000711451600252X
Castello A, Boldo E, Perez-Gomez B, Lope V, Altzibar JM, Martin V, Castano-Vinyals G, Guevara M, Dierssen-Sotos T, Tardon A, Moreno V, Puig-Vives M, Llorens-Ivorra C, Alguacil J, Gomez-Acebo I, Castilla J, Gracia-Lavedan E, Davila-Batista V, Kogevinas M, Aragones N, Amiano P, Pollan M (2017) Adherence to the Western, Prudent and Mediterranean dietary patterns and breast cancer risk: MCC-Spain study. Maturitas 103:8–15. https://doi.org/10.1016/j.maturitas.2017.06.020
Castelló A, Fernández de Larrea N, Martin M, Dávila-Batista V, Boldo E, Guevara M, Moreno V, Castaño-Vinyals G, Gómez-Acebo I, Fernandez-Tardon G, Peiro R, Olmedo-Requena R, Capelo R, Navarro C, Pacho-Valbuena S, Pérez-Gómez B, Kogevinas M, Pollán M, Aragonés N (2017) High adherence to the Western, Prudent and Mediterranean dietary patterns and risk of gastric adenocarcinoma. Gastric Cancer. https://doi.org/10.1007/s10120-017-0774-x
Castello A, Boldo E, Amiano P, Castano-Vinyals G, Aragones N, Gomez-Acebo I, Peiro R, Jimenez-Moleon JJ, Alguacil J, Tardon A, Cecchini L, Lope V, Dierssen-Sotos T, Mengual L, Kogevinas M, Pollan M, Perez-Gomez B, Researchers M-S (2017) Mediterranean dietary pattern is associated to low risk of aggressive prostate cancer: MCC-Spain study. J Urol. https://doi.org/10.1016/j.juro.2017.08.087
Castano-Vinyals G, Aragones N, Perez-Gomez B, Martin V, Llorca J, Moreno V, Altzibar JM, Ardanaz E, de Sanjose S, Jimenez-Moleon JJ, Tardon A, Alguacil J, Peiro R, Marcos-Gragera R, Navarro C, Pollan M, Kogevinas M, Group MC-SS (2015) Population-based multicase-control study in common tumors in Spain (MCC-Spain): rationale and study design. Gaceta Sanitaria SESPAS 29(4):308–315. https://doi.org/10.1016/j.gaceta.2014.12.003
Garcia-Closas R, Garcia-Closas M, Kogevinas M, Malats N, Silverman D, Serra C, Tardon A, Carrato A, Castano-Vinyals G, Dosemeci M, Moore L, Rothman N, Sinha R (2007) Food, nutrient and heterocyclic amine intake and the risk of bladder cancer. Eur J Cancer 43(11):1731–1740. https://doi.org/10.1016/j.ejca.2007.05.007
Burt C (1948) Factor analysis and canonical correlations. Br J Math Stat Psychol 1(2):95–106
Hanley JA (2001) A heuristic approach to the formulas for population attributable fraction. J Epidemiol Community Health 55(7):508–514
Steck SE, Guinter M, Zheng J, Thomson CA (2015) Index-based dietary patterns and colorectal cancer risk: a systematic review. Adv Nutr (Bethesda Md) 6(6):763–773. https://doi.org/10.3945/an.115.009746
Schwingshackl L, Schwedhelm C, Galbete C, Hoffmann G (2017) Adherence to mediterranean diet and risk of cancer: an updated systematic review and meta-analysis. Nutrients. https://doi.org/10.3390/nu9101063
Barbaresko J, Koch M, Schulze MB, Nothlings U (2013) Dietary pattern analysis and biomarkers of low-grade inflammation: a systematic literature review. Nutr Rev 71(8):511–527. https://doi.org/10.1111/nure.12035
Thorburn AN, Macia L, Mackay CR (2014) Diet, metabolites, and “western-lifestyle” inflammatory diseases. Immunity 40(6):833–842. https://doi.org/10.1016/j.immuni.2014.05.014
Ashmore JH, Rogers CJ, Kelleher SL, Lesko SM, Hartman TJ (2016) Dietary iron and colorectal cancer risk: a review of human population studies. Crit Rev Food Sci Nutr 56(6):1012–1020. https://doi.org/10.1080/10408398.2012.749208
Santarelli RL, Pierre F, Corpet DE (2008) Processed meat and colorectal cancer: a review of epidemiologic and experimental evidence. Nutr Cancer 60(2):131–144. https://doi.org/10.1080/01635580701684872
Fang YZ, Yang S, Wu G (2002) Free radicals, antioxidants, and nutrition. Nutrition (Burbank, Los Angeles County, Calif) 18(10):872–879
Giovannucci E, Willett WC (1994) Dietary factors and risk of colon cancer. Ann Med 26(6):443–452
Missiaglia E, Jacobs B, D’Ario G, Di Narzo AF, Soneson C, Budinska E, Popovici V, Vecchione L, Gerster S, Yan P, Roth AD, Klingbiel D, Bosman FT, Delorenzi M, Tejpar S (2014) Distal and proximal colon cancers differ in terms of molecular, pathological, and clinical features. Ann Oncol 25(10):1995–2001. https://doi.org/10.1093/annonc/mdu275
Bernardo D, Durant L, Mann ER, Bassity E, Montalvillo E, Man R, Vora R, Reddi D, Bayiroglu F, Fernandez-Salazar L, English NR, Peake ST, Landy J, Lee GH, Malietzis G, Siaw YH, Murugananthan AU, Hendy P, Sanchez-Recio E, Phillips RK, Garrote JA, Scott P, Parkhill J, Paulsen M, Hart AL, Al-Hassi HO, Arranz E, Walker AW, Carding SR, Knight SC (2016) Chemokine (C-C Motif) receptor 2 mediates dendritic cell recruitment to the human colon but is not responsible for differences observed in dendritic cell subsets, phenotype, and function between the proximal and distal colon. Cell Mol Gastroenterol Hepatol 2(1):22–39 e25. https://doi.org/10.1016/j.jcmgh.2015.08.006
Pelucchi C, Bosetti C, Negri E, Lipworth L, La Vecchia C (2011) Olive oil and cancer risk: an update of epidemiological findings through 2010. Curr Pharm Des 17(8):805–812
Schwabe RF, Jobin C (2013) The microbiome and cancer. Nat Rev Cancer 13(11):800–812. https://doi.org/10.1038/nrc3610
Turnbaugh PJ, Ridaura VK, Faith JJ, Rey FE, Knight R, Gordon JI (2009) The effect of diet on the human gut microbiome: a metagenomic analysis in humanized gnotobiotic mice. Sci Transl Med 1(6):6ra14. https://doi.org/10.1126/scitranslmed.3000322
Calvert C, Cade J, Barrett JH, Woodhouse A (1997) Using cross-check questions to address the problem of mis-reporting of specific food groups on Food Frequency Questionnaires. UKWCS Steering Group. United Kingdom Women’s Cohort Study Steering Group. Eur J Clin Nutr 51(10):708–712
Acknowledgements
This work was supported by Carlos III Institute of Health grants (PI12/00488, PI12/00265, PI12/00715, PI12/01270, PI11/01403, PI11/01889, PI11/00226, PI11/01810, PI11/02213, PI09/00773, PI09/01286, PI09/01903, PI09/02078, PI09/01662, PI08/1770, PI08/0533, PI08/1359), Spanish Ministry of Economy and Competitiveness (IJCI-2014-20900), Consejería de Salud de la Junta de Andalucía (PI-0306-2011; PI-0571-2009); Catalan Government DURSIgrant (2014SGR647);Instituto de Salud Carlos III, co-funded by FEDER funds—a way to build Europe—PI14-00613; Fundación Marqués de Valdecilla (API 10/09); Acción Transversal del Cancer, approved by the Spanish Ministry Council on October 11, 2007; Red Temática de Investigación del Cáncer del ISCIII (RD12/0036/0036); Junta de Castilla y León (LE22A10-2); Consejería de Salud de la Junta de Andalucía (2009-S0143); Conselleria de Sanitat de la Generalitat Valenciana (AP_061/10); Recercaixa (2010ACUP 00310); Regional Government of the Basque Country; Consejería de Sanidad de la Región de Murcia; European Commission grants (FOOD-CT-2006-036224-HIWATE); Spanish Association Against Cancer Scientific Foundation; Fundación Caja de Ahorros de Asturias; University of Oviedo. None of the sponsors intervened in any of the stages of the research.
Author information
Authors and Affiliations
Consortia
Corresponding author
Ethics declarations
Ethical standards
The MCC-Spain study protocol was approved by the Ethics Committee of each the participating institutions and has been performed in accordance with the ethical standards as laid down in the 1964 Declaration of Helsinki and its later amendments. All participants were informed about the study objectives and signed an informed consent.
Conflict of interest
The authors declare that they have no conflict of interest.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Castelló, A., Amiano, P., Fernández de Larrea, N. et al. Low adherence to the western and high adherence to the mediterranean dietary patterns could prevent colorectal cancer. Eur J Nutr 58, 1495–1505 (2019). https://doi.org/10.1007/s00394-018-1674-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00394-018-1674-5
Keywords
- Colonic neoplasms
- Rectal neoplasms
- Prevention and control
- Principal component analysis
- Dietary patterns
- Diet
- Diet, Western
- Diet, Mediterranean