Cited by 1,707Cancer Risks and FactorsObesity, Physical Activity, DietGlobal Cancer Incidence and Screening

Body-mass index and risk of 22 specific cancers: a population-based cohort study of 5·24 million UK adults

Open access
Bhaskaran, Krishnan, Douglas, Ian, Forbes, Harriet, dos-Santos-Silva, Isabel, Leon, David A, Smeeth, Liam·2014·The Lancet

Abstract

BACKGROUND: High body-mass index (BMI) predisposes to several site-specific cancers, but a large-scale systematic and detailed characterisation of patterns of risk across all common cancers adjusted for potential confounders has not previously been undertaken. We aimed to investigate the links between BMI and the most common site-specific cancers. METHODS: With primary care data from individuals in the Clinical Practice Research Datalink with BMI data, we fitted Cox models to investigate associations between BMI and 22 of the most common cancers, adjusting for potential confounders. We fitted linear then non-linear (spline) models; investigated effect modification by sex, menopausal status, smoking, and age; and calculated population effects. FINDINGS: 5·24 million individuals were included; 166,955 developed cancers of interest. BMI was associated with 17 of 22 cancers, but effects varied substantially by site. Each 5 kg/m(2) increase in BMI was roughly linearly associated with cancers of the uterus (hazard ratio [HR] 1·62, 99% CI 1·56-1·69; p<0·0001), gallbladder (1·31, 1·12-1·52; p<0·0001), kidney (1·25, 1·17-1·33; p<0·0001), cervix (1·10, 1·03-1·17; p=0·00035), thyroid (1·09, 1·00-1·19; p=0·0088), and leukaemia (1·09, 1·05-1·13; p≤0·0001). BMI was positively associated with liver (1·19, 1·12-1·27), colon (1·10, 1·07-1·13), ovarian (1·09, 1.04-1.14), and postmenopausal breast cancers (1·05, 1·03-1·07) overall (all p<0·0001), but these effects varied by underlying BMI or individual-level characteristics. We estimated inverse associations with prostate and premenopausal breast cancer risk, both overall (prostate 0·98, 0·95-1·00; premenopausal breast cancer 0·89, 0·86-0·92) and in never-smokers (prostate 0·96, 0·93-0·99; premenopausal breast cancer 0·89, 0·85-0·94). By contrast, for lung and oral cavity cancer, we observed no association in never smokers (lung 0·99, 0·93-1·05; oral cavity 1·07, 0·91-1·26): inverse associations overall were driven by current smokers and ex-smokers, probably because of residual confounding by smoking amount. Assuming causality, 41% of uterine and 10% or more of gallbladder, kidney, liver, and colon cancers could be attributable to excess weight. We estimated that a 1 kg/m(2) population-wide increase in BMI would result in 3790 additional annual UK patients developing one of the ten cancers positively associated with BMI. INTERPRETATION: BMI is associated with cancer risk, with substantial population-level effects. The heterogeneity in the effects suggests that different mechanisms are associated with different cancer sites and different patient subgroups. FUNDING: National Institute for Health Research, Wellcome Trust, and Medical Research Council.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/s0140-6736(14)60892-8

Cites

7 of 7 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Obesity is a recognized risk factor for multiple malignancies, including endometrial, postmenopausal breast, colorectal, pancreatic, esophageal adenocarcinoma, and hepatocellular carcinoma.

    “Obesity is a recognized risk factor for multiple malignancies, including endometrial, postmenopausal breast, colorectal, pancreatic, esophageal adenocarcinoma, and hepatocellular carcinoma.”

    From Precision obesity medicine: A phenotype-guided framework for pharmacologic therapy across the lifespan (2025) · cites this paper as [143]

    The Findings and Results report positive BMI associations with uterine, colon, liver, and postmenopausal breast cancers. But the Discussion says evidence for pancreatic cancer was only weak and notes no strong evidence for rectal cancer, limiting the colorectal claim. It also says the study could not distinguish oesophageal adenocarcinoma from other oesophageal cancers; it reports liver cancer without identifying hepatocellular carcinoma specifically. (LLM, conf=0.91)

    Experimental — accuracy not yet measured
  • Large-scale epidemiologic cohorts and Mendelian randomization studies have established a dose-dependent association between adiposity and cancer incidence and mortality.

    “Large-scale epidemiologic cohorts and Mendelian randomization studies have established a dose-dependent association between adiposity and cancer incidence and mortality [143].”

    From Precision obesity medicine: A phenotype-guided framework for pharmacologic therapy across the lifespan (2025) · cites this paper as [143]

    The Results report associations between BMI and incidence of 17 of 22 cancers, including roughly linear increases in risk for several cancer sites. The study is a large epidemiologic cohort, but it does not report a Mendelian randomization analysis or establish an association with cancer mortality. Its Discussion also notes that the direction and size of associations vary by cancer type, so a general dose-dependent increase is too broad. (LLM, conf=0.90)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 27

  1. [2]Calle EE Rodriguez C Walker-Thurmond K Thun MJ Overweight, obesity, and mortality from cancer in a prospectively studied cohort of U.S. adults N Engl J Med 348 2003 1625 1638 12711737
  2. [3]Engeland A Tretli S Akslen LA Bjorge T Body size and thyroid cancer in two million Norwegian men and women Br J Cancer 95 2006 366 370 16832414 PMC2360634
  3. [4]Engeland A Tretli S Bjorge T Height, body mass index, and ovarian cancer: a follow-up of 1·1 million Norwegian women J Natl Cancer Inst 95 2003 1244 1248 12928351
  4. [5]Reeves GK Pirie K Beral V Green J Spencer E Bull D Cancer incidence and mortality in relation to body mass index in the Million Women Study: cohort study BMJ 335 2007 1134 17986716 PMC2099519
  5. [8]Spencer EA Appleby PN Davey GK Key TJ Validity of self-reported height and weight in 4808 EPIC-Oxford participants Public Health Nutr 5 2002 561 565 12186665
  6. [9]Herrett E Thomas SL Schoonen WM Smeeth L Hall AJ Validation and validity of diagnoses in the General Practice Research Database: a systematic review Br J Clin Pharmacol 69 2010 4 14 20078607 PMC2805870
  7. [10]Bhaskaran K Forbes H Douglas I Leon DA Smeeth L Representativeness and optimal use of body mass index (BMI) in the UK Clinical Practice Research Datalink (CPRD) BMJ Open 3 2013 e003389 PMC3773634 24038008
  8. [12]Boggon R van Staa TP Chapman M Gallagher AM Hammad TA Richards MA Cancer recording and mortality in the General Practice Research Database and linked cancer registries Pharmacoepidemiol Drug Saf 22 2012 168 175 23239282
  9. [15]Glymour MM Greenland S Causal diagrams Rothman KJ Greenland S Lash TL Modern epidemiology 2008 Lippincott Williams & Wilkins Philadelphia
  10. [20]Song YM Sung J Ha M Obesity and risk of cancer in postmenopausal Korean women J Clin Oncol 26 2008 3395 3402 18612154
  11. [21]Ulmer H Bjorge T Concin H Metabolic risk factors and cervical cancer in the metabolic syndrome and cancer project (Me-Can) Gynecol Oncol 125 2012 330 335 22330614
  12. [22]Collaborative Group on Epidemiological Studies of Ovarian Cancer Ovarian cancer and body size: individual participant meta-analysis including 25,157 women with ovarian cancer from 47 epidemiological studies PLoS Med 9 2012 e1001200 22606070 PMC3317899
  13. [23]Discacciati A Orsini N Wolk A Body mass index and incidence of localized and advanced prostate cancer—a dose-response meta-analysis of prospective studies Ann Oncol 23 2012 1665 1671 22228452
  14. [24]Smith L Brinton LA Spitz MR Body mass index and risk of lung cancer among never, former, and current smokers J Natl Cancer Inst 104 2012 778 789 22457475 PMC3352831
  15. [25]Renehan AG Roberts DL Dive C Obesity and cancer: pathophysiological and biological mechanisms Arch Physiol Biochem 114 2008 71 83 18465361
  16. [27]Dregan A Moller H Murray-Thomas T Gulliford MC Validity of cancer diagnosis in a primary care database compared with linked cancer registrations in England. Population-based cohort study Cancer Epidemiol 36 2012 425 429 22727737
  17. [28]Parkinson JP Davis S Van Staa T The General Practice Research Database: now and the future Mann R Andrews EB Pharmacovigilance 2007 John Wiley and Sons Chichester 341 348
  18. [29]White IR Carlin JB Bias and efficiency of multiple imputation compared with complete-case analysis for missing covariate values Stat Med 29 2010 2920 2931 20842622
  19. [31]Lee IM Shiroma EJ Lobelo F Puska P Blair SN Katzmarzyk PT Effect of physical inactivity on major non-communicable diseases worldwide: an analysis of burden of disease and life expectancy Lancet 380 2012 219 229 22818936 PMC3645500
  20. [32]Ritte R Lukanova A Berrino F Adiposity, hormone replacement therapy use and breast cancer risk by age and hormone receptor status: a large prospective cohort study Breast Cancer Res 14 2012 R76 22583394 PMC3446339
  21. [33]Pylypchuk RD Schouten LJ Goldbohm RA Schouten HC van den Brandt PA Body mass index, height, and risk of lymphatic malignancies: a prospective cohort study Am J Epidemiol 170 2009 297 307 19478235
  22. [34]Campbell PT Jacobs ET Ulrich CM Case-control study of overweight, obesity, and colorectal cancer risk, overall and by tumor microsatellite instability status J Natl Cancer Inst 102 2010 391 400 20208017 PMC2841037
  23. [35]Hoffmeister M Blaker H Kloor M Body mass index and microsatellite instability in colorectal cancer: a population-based study Cancer Epidemiol Biomarkers Prev 22 2013 2303 2311 24127414
  24. [36]Hughes LA Williamson EJ van Engeland M Body size and risk for colorectal cancers showing BRAF mutations or microsatellite instability: a pooled analysis Int J Epidemiol 41 2012 1060 1072 22531127
  25. [37]Slattery ML Curtin K Anderson K Associations between cigarette smoking, lifestyle factors, and microsatellite instability in colon tumors J Natl Cancer Inst 92 2000 1831 1836 11078760
  26. [38]Hughes LA Simons CC van den Brandt PA Goldbohm RA van Engeland M Weijenberg MP Body size and colorectal cancer risk after 16·3 years of follow-up: an analysis from the Netherlands Cohort Study Am J Epidemiol 174 2011 1127 1139 21984660
  27. [39]Robsahm TE Aagnes B Hjartaker A Langseth H Bray FI Larsen IK Body mass index, physical activity, and colorectal cancer by anatomical subsites: a systematic review and meta-analysis of cohort studies Eur J Cancer Prev 22 2013 492 505 23591454

Cited by

Sorted by citations

Authors
Bhaskaran, K., Douglas, I., Forbes, H., dos-Santos-Silva, I., Leon, D. A., & Smeeth, L.
Affiliations
London School of Hygiene & Tropical Medicine (GB)
Corresponding author
Bhaskaran, Krishnan
Venue
The Lancet
Publisher
Elsevier BV
Published
2014-08
Volume
384
Issue
9945
Pages
755-765
ISSN
  • 0099-5355 (ISSN-L)
  • 0140-6736
OpenAlex
W2155226662
Cited by
1,707
References
7
Citations by year
2026: 67 · 2025: 128 · 2024: 153 · 2023: 170 · 2022: 180 · 2021: 160 · 2020: 165 · 2019: 144 · 2018: 137 · 2017: 164 · 2016: 121 · 2015: 92 · 2014: 25
FWCI
64.74
Type
journal article
Language
en
Open access
Locations
  • The Lancet (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • LSHTM Research Online (London School of Hygiene and Tropical Medicine) (acceptedVersion)
  • Bristol Research (University of Bristol) (submittedVersion)
Funders
  • Wellcome Trust (098504)
  • National Institute for Health and Care Research (NIHR/CS/010/014, NF-SI-0510-10090, PDF-2011-04-007)
  • Medical Research Council (MR/K006584/1)
Topics
  • Health Sciences › Medicine › Oncology › Cancer Risks and Factors
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
  • Health Sciences › Medicine › Oncology › Global Cancer Incidence and Screening
Keywords
body mass index, obesity, cancer risk, site-specific cancer, uterine cancer, gallbladder cancer, kidney cancer, cervical cancer, thyroid cancer, leukemia, liver cancer, colon cancer, ovarian cancer, postmenopausal breast cancer, prostate cancer, premenopausal breast cancer, effect modification, sex differences, menopausal status, smoking, population attributable fraction
MeSH terms
Adult, Female, United Kingdom, Humans, Male, Middle Aged, Neoplasms, Risk, Cohort Studies, Body Mass Index, Proportional Hazards Models

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review