Abstract
Evidence on the relationship between legume consumption and risk of specific cancer sites is inconclusive. We used data from a series of case-controls studies, conducted in Italy and in the Swiss Canton of Vaud between 1991 and 2009 to quantify the association between legume consumption and several cancer sites including oral cavity, esophagus, larynx, stomach, colorectum, breast, endometrium, ovary, prostate and kidney. Multiple logistic regression models controlled for sex, age, education, smoking, alcohol, body mass index, physical activity, comorbidities, and consumption of fruit, vegetables, processed meat and total calorie intake were used to estimate the odds ratios (OR) for different cancer sites and their corresponding 95% confidence intervals(CI). For female hormone-related cancers, the models also included adjustments for age at menarche, menopausal status and parity. Although most of the estimates were below unity, suggesting a protective effect, only colorectal cancer showed a significant association. Compared to no consumption, the OR for consuming at least one portion of legumes was 0.79 (95% CI: 0.68–0.91), the OR for consuming two or more portions was 0.68 (95% CI: 0.57–0.82) and the estimate for an increment of one portion per week was 0.87 (95% CI: 0.81–0.93). The inverse association between legume consumption and colorectal cancer suggests a possible role of legumes in preventing cancer risk.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 print issues and online access
$259.00 per year
only $21.58 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
Data availability
The datasets analyzed during the current study are available from the corresponding author on reasonable request.
References
Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, et al. Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA Cancer J Clin. 2021;71:209–49. https://doi.org/10.3322/caac.21660.
Ubago-Guisado E, Rodriguez-Barranco M, Ching-Lopez A, Petrova D, Molina-Montes E, Amiano P, et al. Evidence Update on the Relationship between Diet and the Most Common Cancers from the European Prospective Investigation into Cancer and Nutrition (EPIC) Study: A Systematic Review. Nutrients. 2021;13 https://doi.org/10.3390/nu13103582.
Morze J, Danielewicz A, Przybylowicz K, Zeng H, Hoffmann G, Schwingshackl L. An updated systematic review and meta-analysis on adherence to mediterranean diet and risk of cancer. Eur J Nutr. 2021;60:1561–86. https://doi.org/10.1007/s00394-020-02346-6.
World Cancer Research Fund International. Continous Update Project Expert Report. Diet, nutrition,physical activity, and cancer: a global perspective, London, UK: World Cancer Research Fund International; 2018.
Didinger CTH. The role of pulses improving human health: A review. Legume Sci. 2022;4:e147.
Campos-Vega R, Oomah BD, Loarca-Pina G, Vergara-Castaneda HA. Common Beans and Their Non-Digestible Fraction: Cancer Inhibitory Activity-An Overview. Foods. 2013;2:374–92. https://doi.org/10.3390/foods2030374.
Veronese N, Solmi M, Caruso MG, Giannelli G, Osella AR, Evangelou E, et al. Dietary fiber and health outcomes: an umbrella review of systematic reviews and meta-analyses. Am J Clin Nutr. 2018;107:436–44. https://doi.org/10.1093/ajcn/nqx082.
Papandreou C, Becerra-Tomas N, Bullo M, Martinez-Gonzalez MA, Corella D, Estruch R, et al. Legume consumption and risk of all-cause, cardiovascular, and cancer mortality in the PREDIMED study. Clin Nutr. 2019;38:348–56. https://doi.org/10.1016/j.clnu.2017.12.019.
Lanza E, Hartman TJ, Albert PS, Shields R, Slattery M, Caan B, et al. High dry bean intake and reduced risk of advanced colorectal adenoma recurrence among participants in the polyp prevention trial. J Nutr. 2006;136:1896–903. https://doi.org/10.1093/jn/136.7.1896.
Zhu B, Sun Y, Qi L, Zhong R, Miao X. Dietary legume consumption reduces risk of colorectal cancer: evidence from a meta-analysis of cohort studies. Sci Rep. 2015;5:8797. https://doi.org/10.1038/srep08797.
Jin S, Je Y. Nuts and legumes consumption and risk of colorectal cancer: a systematic review and meta-analysis. Eur J Epidemiol. 2022, https://doi.org/10.1007/s10654-022-00881-6.
Huang TB, Ding PP, Chen JF, Yan Y, Zhang L, Liu H, et al. Dietary fiber intake and risk of renal cell carcinoma: evidence from a meta-analysis. Med Oncol. 2014;31:125. https://doi.org/10.1007/s12032-014-0125-2.
Levi F, Pasche C, La Vecchia C, Lucchini F, Franceschi S. Food groups and colorectal cancer risk. Br J Cancer. 1999;79:1283–7. https://doi.org/10.1038/sj.bjc.6690206.
Wang HF, Yao AL, Sun YY, Zhang AH. Empirically derived dietary patterns and ovarian cancer risk: a meta-analysis. Eur J Cancer Prev. 2018;27:493–501. https://doi.org/10.1097/CEJ.0000000000000367.
Galeone C, Pelucchi C, Levi F, Negri E, Franceschi S, Talamini R, et al. Onion and garlic use and human cancer. Am J Clin Nutr. 2006;84:1027–32. https://doi.org/10.1093/ajcn/84.5.1027.
Levi F, Pasche C, La Vecchia C, Lucchini F, Franceschi S, Monnier P. Food groups and risk of oral and pharyngeal cancer. Int J Cancer. 1998;77:705–9. https://doi.org/10.1002/(sici)1097-0215(19980831)77:5<705::aid-ijc8>3.0.co;2-z.
Garavello W, Foschi R, Talamini R, La Vecchia C, Rossi M, Dal Maso L, et al. Family history and the risk of oral and pharyngeal cancer. Int J Cancer. 2008;122:1827–31. https://doi.org/10.1002/ijc.23199.
Bosetti C, La Vecchia C, Talamini R, Simonato L, Zambon P, Negri E, et al. Food groups and risk of squamous cell esophageal cancer in northern Italy. Int J Cancer. 2000;87:289–94.
Levi F, Pasche C, Lucchini F, Bosetti C, Franceschi S, Monnier P, et al. Food groups and oesophageal cancer risk in Vaud, Switzerland. Eur J Cancer Prev. 2000;9:257–63. https://doi.org/10.1097/00008469-200008000-00005.
Lucenteforte E, Scita V, Bosetti C, Bertuccio P, Negri E, La Vecchia C. Food groups and alcoholic beverages and the risk of stomach cancer: a case-control study in Italy. Nutr Cancer. 2008;60:577–84. https://doi.org/10.1080/01635580802054512.
La Vecchia C, Negri E, Decarli A, Franceschi S. Diabetes mellitus and colorectal cancer risk. Cancer Epidemiol Biomark Prev. 1997;6:1007–10.
Bosetti C, La Vecchia C, Talamini R, Negri E, Levi F, Dal Maso L, et al. Food groups and laryngeal cancer risk: a case-control study from Italy and Switzerland. Int J Cancer. 2002;100:355–60. https://doi.org/10.1002/ijc.10485.
Talamini R, Franceschi S, Favero A, Negri E, Parazzini F, La Vecchia C. Selected medical conditions and risk of breast cancer. Br J Cancer. 1997;75:1699–703. https://doi.org/10.1038/bjc.1997.289.
Lucenteforte E, Bosetti C, Talamini R, Montella M, Zucchetto A, Pelucchi C, et al. Diabetes and endometrial cancer: effect modification by body weight, physical activity and hypertension. Br J Cancer. 2007;97:995–8. https://doi.org/10.1038/sj.bjc.6603933.
Bosetti C, Negri E, Franceschi S, Pelucchi C, Talamini R, Montella M, et al. Diet and ovarian cancer risk: a case-control study in Italy. Int J Cancer. 2001;93:911–5. https://doi.org/10.1002/ijc.1422.
Tavani A, Gallus S, Bertuzzi M, Dal Maso L, Zucchetto A, Negri E, et al. Diabetes mellitus and the risk of prostate cancer in Italy. Eur Urol. 2005;47:313–7. https://doi.org/10.1016/j.eururo.2004.10.027.
Zucchetto A, Dal Maso L, Tavani A, Montella M, Ramazzotti V, Talamini R, et al. History of treated hypertension and diabetes mellitus and risk of renal cell cancer. Ann Oncol. 2007;18:596–600. https://doi.org/10.1093/annonc/mdl438.
Franceschi S, Negri E, Salvini S, Decarli A, Ferraroni M, Filiberti R, et al. Reproducibility of an Italian food frequency questionnaire for cancer studies: results for specific food items. Eur J Cancer. 1993;29A:2298–305. https://doi.org/10.1016/0959-8049(93)90225-5.
van Buuren S. Multiple imputation of discrete and continuous data by fully conditional specification. Stat Methods Med Res. 2007;16:219–42. https://doi.org/10.1177/0962280206074463.
DB R. Multiple Imputation for Nonresponse in Surveys. John Wiley & Sons, Inc. New York; 1987.
DerSimonian R, Laird N. Meta-analysis in clinical trials. Control Clin Trials. 1986;7:177–88. https://doi.org/10.1016/0197-2456(86)90046-2.
De Stefani E, Boffetta P, Oreggia F, Brennan P, Ronco A, Deneo-Pellegrini H. et al. Plant foods and risk of laryngeal cancer: A case-control study in Uruguay. Int J Cancer. 2000;87:129–32. https://doi.org/10.1002/1097-0215(20000701)87:1<129::aid-ijc19>3.0.co;2-m.
Kreimer AR, Randi G, Herrero R, Castellsague X, La Vecchia C, Franceschi S, et al. Diet and body mass, and oral and oropharyngeal squamous cell carcinomas: analysis from the IARC multinational case-control study. Int J Cancer. 2006;118:2293–7. https://doi.org/10.1002/ijc.21577.
Aune D, De Stefani E, Ronco A, Boffetta P, Deneo-Pellegrini H, Acosta G, et al. Legume intake and the risk of cancer: a multisite case-control study in Uruguay. Cancer Causes Control. 2009;20:1605–15. https://doi.org/10.1007/s10552-009-9406-z.
Navarro Silvera SA, Mayne ST, Risch H, Gammon MD, Vaughan TL, Chow WH, et al. Food group intake and risk of subtypes of esophageal and gastric cancer. Int J Cancer. 2008;123:852–60. https://doi.org/10.1002/ijc.23544.
Wu AH, Tseng CC, Hankin J, Bernstein L. Fiber intake and risk of adenocarcinomas of the esophagus and stomach. Cancer Causes Control. 2007;18:713–22. https://doi.org/10.1007/s10552-007-9014-8.
Dunneram Y, Greenwood DC, Cade JE. Diet, menopause and the risk of ovarian, endometrial and breast cancer. Proc Nutr Soc. 2019;78:438–48. https://doi.org/10.1017/S0029665118002884.
Bessaoud F, Daures JP, Gerber M. Dietary factors and breast cancer risk: a case control study among a population in Southern France. Nutr Cancer. 2008;60:177–87. https://doi.org/10.1080/01635580701649651.
Smit E, Garcia-Palmieri MR, Figueroa NR, McGee DL, Messina M, Freudenheim JL, et al. Protein and legume intake and prostate cancer mortality in Puerto Rican men. Nutr Cancer. 2007;58:146–52. https://doi.org/10.1080/01635580701328206.
Du S, Li Y, Su Z, Shi X, Johnson NL, Li P, et al. Index-based dietary patterns in relation to gastric cancer risk: a systematic review and meta-analysis. Br J Nutr. 2020;123:964–74. https://doi.org/10.1017/S0007114519002976.
Zhong XS, Ge J, Chen SW, Xiong YQ, Ma SJ, Chen Q. Association between Dietary Isoflavones in Soy and Legumes and Endometrial Cancer: A Systematic Review and Meta-Analysis. J Acad Nutr Diet. 2018;118:637–51. https://doi.org/10.1016/j.jand.2016.09.036.
Rao S, Chinkwo KA, Santhakumar AB, Blanchard CL Inhibitory Effects of Pulse Bioactive Compounds on Cancer Development Pathways. Diseases. 2018;6. https://doi.org/10.3390/diseases6030072.
Ferreira H, Vasconcelos M, Gil AM, Pinto E. Benefits of pulse consumption on metabolism and health: A systematic review of randomized controlled trials. Crit Rev Food Sci Nutr. 2021;61:85–96. https://doi.org/10.1080/10408398.2020.1716680.
Tor-Roca A, Garcia-Aloy M, Mattivi F, Llorach R, Andres-Lacueva C, Urpi-Sarda M. Phytochemicals in Legumes: A Qualitative Reviewed Analysis. J Agric Food Chem. 2020;68:13486–96. https://doi.org/10.1021/acs.jafc.0c04387.
Turati F, Galeone C, Augustin LSA, La Vecchia C. Glycemic Index, Glycemic Load and Cancer Risk: An Updated Meta-Analysis. Nutrients. 2019;11. https://doi.org/10.3390/nu11102342.
Tavani A, Malerba S, Pelucchi C, Dal Maso L, Zucchetto A, Serraino D, et al. Dietary folates and cancer risk in a network of case-control studies. Ann Oncol. 2012;23:2737–42. https://doi.org/10.1093/annonc/mds212.
Bravi F, Bosetti C, Scotti L, Talamini R, Montella M, Ramazzotti V, et al. Food groups and renal cell carcinoma: a case-control study from Italy. Int J Cancer. 2007;120:681–5. https://doi.org/10.1002/ijc.22225.
Cheungpasitporn W, Thongprayoon C, O’Corragain OA, Edmonds PJ, Ungprasert P, Kittanamongkolchai W, et al. The risk of kidney cancer in patients with kidney stones: a systematic review and meta-analysis. QJM. 2015;108:205–12. https://doi.org/10.1093/qjmed/hcu195.
Acknowledgements
The raw data used in this paper were taken from data from an integrated network of 16 case control studies that were conducted in Italy and in the Swiss Canton of Vaud. Data collected was supported by the AIRC Foundation the Swiss National Science Foundation and the Swiss National Cancer Research Foundation. LP was supported by a department postdoctoral scholarship.
Author information
Authors and Affiliations
Contributions
Linia Patel and Gianfranco Alicandro conceptualized the study, Gianfranco Alicandro and Linia Patel designed the study, Gianfranco Alicandro performed the data analysis, Linia Patel, Gianfranco Alicandro wrote the original draft and all authors reviewed and edited drafts. Carlo La Vecchia was responsible for overall supervision. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Patel, L., La Vecchia, C., Negri, E. et al. Legume intake and cancer risk in a network of case-control studies. Eur J Clin Nutr (2024). https://doi.org/10.1038/s41430-024-01408-w
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41430-024-01408-w