Predicted basal metabolic rate and cancer risk in the European Prospective Investigation into Cancer and Nutrition

Emerging evidence suggests that a metabolic profile associated with obesity may be a more relevant risk factor for some cancers than adiposity per se. Basal metabolic rate (BMR) is an indicator of overall body metabolism and may be a proxy for the impact of a specific metabolic profile on cancer risk. Therefore, we investigated the association of predicted BMR with incidence of 13 obesity‐related cancers in the European Prospective Investigation into Cancer and Nutrition (EPIC). BMR at baseline was calculated using the WHO/FAO/UNU equations and the relationships between BMR and cancer risk were investigated using multivariable Cox proportional hazards regression models. A total of 141,295 men and 317,613 women, with a mean follow‐up of 14 years were included in the analysis. Overall, higher BMR was associated with a greater risk for most cancers that have been linked with obesity. However, among normal weight participants, higher BMR was associated with elevated risks of esophageal adenocarcinoma (hazard ratio per 1‐standard deviation change in BMR [HR1‐SD]: 2.46; 95% CI 1.20; 5.03) and distal colon cancer (HR1‐SD: 1.33; 95% CI 1.001; 1.77) among men and with proximal colon (HR1‐SD: 1.16; 95% CI 1.01; 1.35), pancreatic (HR1‐SD: 1.37; 95% CI 1.13; 1.66), thyroid (HR1‐SD: 1.65; 95% CI 1.33; 2.05), postmenopausal breast (HR1‐SD: 1.17; 95% CI 1.11; 1.22) and endometrial (HR1‐SD: 1.20; 95% CI 1.03; 1.40) cancers in women. These results indicate that higher BMR may be an indicator of a metabolic phenotype associated with risk of certain cancer types, and may be a useful predictor of cancer risk independent of body fatness.

[1]  C. Holzapfel,et al.  Associations Between C-Reactive Protein, Insulin Sensitivity, and Resting Metabolic Rate in Adults: A Mediator Analysis , 2018, Front. Endocrinol..

[2]  M. Ezzati,et al.  Worldwide burden of cancer attributable to diabetes and high body-mass index: a comparative risk assessment , 2018, The lancet. Diabetes & endocrinology.

[3]  K. Akinlade,et al.  Insulin Sensitivity, Inflammation, and Basal Metabolic Rate in Adults with Sickle Cell Anemia , 2018, International journal of applied & basic medical research.

[4]  Marc J Gunter,et al.  Worldwide burden of cancer attributable to diabetes and high body-mass index: a comparative risk assessment , 2018, The lancet. Diabetes & endocrinology.

[5]  L. Galluzzi,et al.  Mitochondrial metabolism and cancer , 2017, Cell Research.

[6]  Mimi Y. Kim,et al.  Metabolic Obesity Phenotypes and Risk of Breast Cancer in Postmenopausal Women , 2017, Cancer Epidemiology, Biomarkers & Prevention.

[7]  M. Hendryx,et al.  Metabolic Phenotype and Risk of Colorectal Cancer in Normal-Weight Postmenopausal Women , 2017, Cancer Epidemiology, Biomarkers & Prevention.

[8]  K. Straif,et al.  Body Fatness and Cancer--Viewpoint of the IARC Working Group. , 2016, The New England journal of medicine.

[9]  F. Hu,et al.  Divergent associations of height with cardiometabolic disease and cancer: epidemiology, pathophysiology, and global implications. , 2016, The lancet. Diabetes & endocrinology.

[10]  E. Riboli,et al.  A Nested Case–Control Study of Metabolically Defined Body Size Phenotypes and Risk of Colorectal Cancer in the European Prospective Investigation into Cancer and Nutrition (EPIC) , 2016, PLoS medicine.

[11]  C. Henry,et al.  Estimation of basal metabolic rate in Chinese: are the current prediction equations applicable? , 2015, Nutrition Journal.

[12]  P. Willems,et al.  Interactions between mitochondrial reactive oxygen species and cellular glucose metabolism , 2015, Archives of Toxicology.

[13]  T. Rohan,et al.  Breast cancer risk in metabolically healthy but overweight postmenopausal women. , 2015, Cancer research.

[14]  R. Marshall,et al.  An international ecological study of adult height in relation to cancer incidence for 24 anatomical sites , 2015, Cancer Causes & Control.

[15]  J. Ioannidis,et al.  Type 2 diabetes and cancer: umbrella review of meta-analyses of observational studies , 2015, BMJ : British Medical Journal.

[16]  F. Guillén-Grima,et al.  The incidence and prevalence of thyroid dysfunction in Europe: a meta-analysis. , 2014, The Journal of clinical endocrinology and metabolism.

[17]  M. Heo,et al.  Adult height in relation to risk of cancer in a cohort of Canadian women , 2013, International journal of cancer.

[18]  Efsa Panel on Dietetic Products Scientific Opinion on Dietary Reference Values for energy , 2013 .

[19]  Chi V Dang,et al.  Links between metabolism and cancer. , 2012, Genes & development.

[20]  R. Hanson,et al.  Higher energy expenditure in humans predicts natural mortality. , 2011, Journal of Clinical Endocrinology and Metabolism.

[21]  Jonathan E. Dickerson,et al.  Supplementary webappendix , 2018 .

[22]  F. G. Benedict,et al.  A biometric study of basal metabolism in man , 2010 .

[23]  K. Markou,et al.  Basal metabolic rate is decreased in women with polycystic ovary syndrome and biochemical hyperandrogenemia and is associated with insulin resistance. , 2009, Fertility and sterility.

[24]  Mark Woodward,et al.  Height, wealth, and health: an overview with new data from three longitudinal studies. , 2009, Economics and human biology.

[25]  L. Ferrucci,et al.  High basal metabolic rate is a risk factor for mortality: the Baltimore Longitudinal Study of Aging. , 2008, The journals of gerontology. Series A, Biological sciences and medical sciences.

[26]  Peter McCarron,et al.  A Prospective Investigation of Height and Prostate Cancer Risk , 2006, Cancer Epidemiology Biomarkers & Prevention.

[27]  C. Friedenreich,et al.  Body size and risk of colon and rectal cancer in the European Prospective Investigation Into Cancer and Nutrition (EPIC). , 2006, Journal of the National Cancer Institute.

[28]  C J K Henry,et al.  Basal metabolic rate studies in humans: measurement and development of new equations. , 2005, Public health nutrition.

[29]  Charlene Compher,et al.  Comparison of predictive equations for resting metabolic rate in healthy nonobese and obese adults: a systematic review. , 2005, Journal of the American Dietetic Association.

[30]  Morihiro Matsuda,et al.  Increased oxidative stress in obesity and its impact on metabolic syndrome. , 2004, The Journal of clinical investigation.

[31]  S. Toubro,et al.  Increased 24-h energy expenditure in type 2 diabetes. , 2004, Diabetes care.

[32]  K. Steinbeck,et al.  Resting metabolic rate in severely obese diabetic and nondiabetic subjects. , 2004, Obesity Research.

[33]  I. Gram,et al.  Fruits and vegetables and lung cancer: Findings from the European prospective investigation into cancer and nutrition , 2004, International journal of cancer.

[34]  E. Gabazza,et al.  Oxidative stress is associated with adiposity and insulin resistance in men. , 2003, The Journal of clinical endocrinology and metabolism.

[35]  Jo Mitchell,et al.  Validity and repeatability of a simple index derived from the short physical activity questionnaire used in the European Prospective Investigation into Cancer and Nutrition (EPIC) study , 2003, Public Health Nutrition.

[36]  J. Stubbs,et al.  Predicting basal metabolic rate in the obese is difficult , 2003, European Journal of Clinical Nutrition.

[37]  N E Day,et al.  European Prospective Investigation into Cancer and Nutrition (EPIC): study populations and data collection , 2002, Public Health Nutrition.

[38]  F. Clavel-Chapelon,et al.  European Prospective Investigation into Cancer and Nutrition (EPIC) calibration study: rationale, design and population characteristics , 2002, Public Health Nutrition.

[39]  H. Boeing,et al.  Follow-Up Procedures in EPIC-Germany – Data Quality Aspects , 1999, Annals of Nutrition and Metabolism.

[40]  M. Eberhardt,et al.  Anthropometric measures and metabolic rate in association with risk of breast cancer (United States) , 1996, Cancer Causes & Control.

[41]  L. Lipworth,et al.  Is cancer causation simpler than we thought, but more intractable? , 1995, Epidemiology.

[42]  E. Ravussin,et al.  Twenty-four-hour energy expenditure in Pima Indians with Type 2 (non-insulin-dependent) diabetes mellitus , 1992, Diabetologia.

[43]  M. Mifflin,et al.  A new predictive equation for resting energy expenditure in healthy individuals. , 1990, The American journal of clinical nutrition.

[44]  D. Albanes,et al.  Are cell number and cell proliferation risk factors for cancer? , 1988, Journal of the National Cancer Institute.

[45]  F. G. Benedict,et al.  A Biometric Study of Human Basal Metabolism. , 1918, Proceedings of the National Academy of Sciences of the United States of America.

[46]  Rodica Doros,et al.  BASAL METABOLIC RATE IN METABOLIC DISORDERS , 2015 .

[47]  E. Ponce,et al.  World Cancer Research Fund, American Institute for Cancer Research. Second Expert Report, Food, Nutrition, Physical Activity and the Prevention of Cancer: A Global Perspective. United Kingdom: WCRF/AICR, 2001 , 2009 .

[48]  H. Boeing,et al.  [The importance of the common cancer registry for the identification of cancer cases in the EPIC Potsdam-study -- results of the first record linkage]. , 2004, Gesundheitswesen (Bundesverband der Arzte des Offentlichen Gesundheitsdienstes (Germany)).

[49]  T. Peters,et al.  Do height-related variations in insulin-like growth factors underlie the associations of stature with adult chronic disease? , 2004, The Journal of clinical endocrinology and metabolism.

[50]  H. Boeing,et al.  Die Rolle des Gemeinsamen Krebsregisters bei der Identifizierung von Krebsfällen in der EPIC-Potsdam-Studie - Ergebnisse des ersten Datenabgleichs , 2004 .

[51]  D. Gunnell,et al.  Height, leg length, and cancer risk: a systematic review. , 2001, Epidemiologic reviews.

[52]  H Boeing,et al.  Interviewer variability in anthropometric measurements and estimates of body composition. , 1997, International journal of epidemiology.

[53]  C Schofield,et al.  An annotated bibliography of source material for basal metabolic rate data. , 1985, Human nutrition. Clinical nutrition.

[54]  Joint Fao,et al.  Energy and protein requirements. Report of a joint FAO/WHO/UNU Expert Consultation. , 1985, World Health Organization technical report series.