Skip to main content

Advertisement

Log in

Anthropometrics, Physical Activity, Related Medical Conditions, and the Risk of Non-Hodgkin Lymphoma

  • Published:
Cancer Causes & Control Aims and scope Submit manuscript

Abstract

Background: Recent reports suggest that obesity, or conditions associated with obesity, might be risk factors for non-Hodgkin lymphoma (NHL), a cancer with dramatically increasing incidence in western countries over the last several decades. Physical inactivity increases the risk of obesity and of type 2 diabetes, but there are few data on the association of physical activity with risk of NHL.

Methods: We evaluated these factors in a population-based case–control study conducted in Detroit, Iowa, Los Angeles, and Seattle from 1998 to 2000. Incident HIV-negative NHL cases aged 20–74 years were rapidly reported in each area (n = 1321). Controls were identified through random digit dialing and Medicare files, and were frequency matched to cases on sex, age, race, and study site (n = 1057). Risk factor data were collected by in-person interviews and self-administered questionnaires. Unconditional logistic regression was used to estimate the odds ratio (OR) and 95% confidence intervals (CI), adjusted for age, sex, race and study center.

Results: High body mass index (OR = 1.73 for 35+ versus <25 kg/m2; 95% CI 1.15–2.59) and history of gallstones (OR = 1.95, 95% CI 1.11–3.40) were positively associated with diffuse NHL, but were not associated with follicular or all NHL combined. Height was positively associated with risk of all NHL combined (OR = 1.38 for >70 versus <65 inches; 95% CI 0.98–1.94), and positive associations were apparent for both diffuse and follicular NHL. Non-occupational physical activity was inversely associated with risk of all NHL combined (ORs with increasing level: 1, 0.75, 0.71, 0.55, 0.68; p-trend = 0.04) and for diffuse and follicular NHL. We observed no association of total energy intake, type 2 diabetes, or hypertension with risk of NHL. In a multivariable model to predict risk of diffuse NHL, BMI (OR = 2.15 for 35+ versus <25 kg/m2; 95% CI 1.09–4.25) and height (OR = 1.63 for 71+ versus <65 inches; 95% CI 0.75–3.57) were positively associated with risk while physical activity was weakly and inversely associated risk (ORs with increasing level: 1, 0.76, 0.72, 0.78, 0.82; p-trend = 0.9).

Conclusion: BMI and history of gallstones were positively associated with risk of diffuse NHL, supporting a role for obesity in this NHL subtype. Height was positively associated with NHL risk across subtypes, and suggests a role for early life nutrition in NHL risk. Non-occupational physical activity was only weakly and inversely associated with NHL risk after adjustment for obesity, height and alcohol use.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. A Jemal RC Tiwari T Murray et al. (2004) ArticleTitleCancer statistics, 2004 CA Cancer J Clin 54 8–29 Occurrence Handle14974761

    PubMed  Google Scholar 

  2. BA Miller LAG Ries BF Hankey et al. (1993) SEER cancer statistics review 1973–1990 National Cancer Institute Bethesda, MD

    Google Scholar 

  3. CA Clarke SL Glaser (2002) ArticleTitleChanging incidence of non-Hodgkin lymphomas in the United States Cancer 94 2015–2023 Occurrence Handle10.1002/cncr.10403 Occurrence Handle11932904

    Article  PubMed  Google Scholar 

  4. SS Devesa T Fears (1992) ArticleTitleNon-Hodgkin’s lymphoma time trends: United States and international data Cancer Res (Suppl) 52 5432s–5440s

    Google Scholar 

  5. P Hartge SS Devesa (1992) ArticleTitleQuantification of the impact of known risk factors on time trends in non-Hodgkin’s lymphoma incidence Cancer Res (Suppl) 52 5566s–5569s

    Google Scholar 

  6. EE Calle R Kaaks (2004) ArticleTitleOverweight, obesity and cancer: epidemiological evidence and proposed mechanisms Nat Rev Cancer 4 579–591 Occurrence Handle10.1038/nrc1408 Occurrence Handle15286738

    Article  PubMed  Google Scholar 

  7. US Department of Health and Human Services (1996) Physical activity and health: a report of the Surgeon General. In U.S. Department of Health and Human Services, C.f.D.C.a.P., National Center for Chronic Disease Prevention and Health Promotion (ed.), Atlanta GA, pp. 112–124.

  8. EA Holly C Lele PM Bracci MS McGrath (1999) ArticleTitleCase–control study of non-Hodgkin’s lymphoma among women and heterosexual men in the San Francisco Bay Area, California Am J Epidemiol 150 375–389 Occurrence Handle10453814

    PubMed  Google Scholar 

  9. A Wolk G Gridley M Svensson et al. (2001) ArticleTitleA prospective study of obesity and cancer risk (Sweden) Cancer Causes Control 12 13–21 Occurrence Handle10.1023/A:1008995217664 Occurrence Handle11227921

    Article  PubMed  Google Scholar 

  10. EE Calle C Rodriguez K Walker-Thurmond MJ Thun (2003) ArticleTitleOverweight, obesity, and mortality from cancer in a prospectively studied cohort of U.S. adults N Engl J Med 348 1625–1638 Occurrence Handle10.1056/NEJMoa021423 Occurrence Handle12711737

    Article  PubMed  Google Scholar 

  11. SY Pan KC Johnson AM Ugnat SW Wen Y Mao (2004) ArticleTitleAssociation of obesity and cancer risk in Canada Am J Epidemiol 159 259–268 Occurrence Handle10.1093/aje/kwh041 Occurrence Handle14742286

    Article  PubMed  Google Scholar 

  12. EA Lew L Garfinkel (1979) ArticleTitleVariations in mortality by weight among 750,000 men and women J Chronic Dis 32 563–576 Occurrence Handle10.1016/0021-9681(79)90119-X Occurrence Handle468958

    Article  PubMed  Google Scholar 

  13. S Franceschi D Serraino E Bidoli et al. (1989) ArticleTitleThe epidemiology of non-Hodgkin’s lymphoma in the north-east of Italy: a hospital-based case–control study Leuk Res 13 465–472 Occurrence Handle10.1016/0145-2126(89)90168-9 Occurrence Handle2770331

    Article  PubMed  Google Scholar 

  14. H Moller A Mellemgaard K Lindvig JH Olsen (1994) ArticleTitleObesity and cancer risk: a Danish record-linkage study Eur J Cancer 3 344–350 Occurrence Handle10.1016/0959-8049(94)90254-2

    Article  Google Scholar 

  15. H Tulinius N Sigfusson H Sigvaldason K Bjarnadottir L Tryggvadottir (1997) ArticleTitleRisk factors for malignant diseases: a cohort study on a population of 22,946 Icelanders Cancer Epidemiol Biomarkers Prev 6 863–873 Occurrence Handle9367058

    PubMed  Google Scholar 

  16. S Zhang DJ Hunter BA Rosner et al. (1999) ArticleTitleDietary fat and protein in relation to risk of non-Hodgkin’s lymphoma among women J Natl Cancer Inst 91 1751–1758 Occurrence Handle10.1093/jnci/91.20.1751 Occurrence Handle10528026

    Article  PubMed  Google Scholar 

  17. JR Cerhan CA Janney CM Vachon et al. (2002) ArticleTitleAnthropometric characteristics, physical activity, and risk of non-Hodgkin’s lymphoma subtypes and B-cell chronic lymphocytic leukemia: a prospective study Am J Epidemiol 156 527–535 Occurrence Handle10.1093/aje/kwf082 Occurrence Handle12226000

    Article  PubMed  Google Scholar 

  18. C Samanic G Gridley WH Chow J Lubin RN Hoover JF Fraumeni SuffixJr (2004) ArticleTitleObesity and cancer risk among white and black United States veterans Cancer Causes Control 15 35–43 Occurrence Handle10.1023/B:CACO.0000016573.79453.ba Occurrence Handle14970733

    Article  PubMed  Google Scholar 

  19. ET Chang H Hjalgrim KE Smedby et al. (2005) ArticleTitleBody mass index and risk of malignant lymphoma in Scandinavian men and women J Natl Cancer Inst 97 210–218 Occurrence Handle15687364

    PubMed  Google Scholar 

  20. CF Skibola EA Holly MS Forrest et al. (2004) ArticleTitleBody mass index, leptin and leptin receptor polymorphisms, and non-hodgkin lymphoma Cancer Epidemiol Biomarkers Prev 13 779–786 Occurrence Handle15159310

    PubMed  Google Scholar 

  21. M Ragozzino LJ Melton 3rd CP Chu PJ Palumbo (1982) ArticleTitleSubsequent cancer risk in the incidence cohort of Rochester, Minnesota, residents with diabetes mellitus J Chronic Dis 35 13–19 Occurrence Handle10.1016/0021-9681(82)90025-X Occurrence Handle7068798

    Article  PubMed  Google Scholar 

  22. BA O’Mara T Byers E Schoenfeld (1985) ArticleTitleDiabetes mellitus and cancer risk: a multisite case–control study J Chronic Dis 38 435–441 Occurrence Handle10.1016/0021-9681(85)90139-0 Occurrence Handle3998058

    Article  PubMed  Google Scholar 

  23. RA Cartwright PA McKinney C O’Brien et al. (1988) ArticleTitleNon-Hodgkin’s lymphoma: a case–control epidemiologic study in Yorkshire Leuk Res 13 465–472

    Google Scholar 

  24. T Natazuka Y Manabe M Kono T Murayama T Matsui K Chihara (1994) ArticleTitleAssociation between non-insulin dependent diabetes mellitus and non-Hodgkin’s lymphoma Br Med J 309 1269

    Google Scholar 

  25. JR Cerhan RB Wallace AR Folsom et al. (1997) ArticleTitleMedical history risk factors for non-Hodgkin’s lymphoma in older women J Natl Cancer Inst 89 314–318 Occurrence Handle9048836

    PubMed  Google Scholar 

  26. E Weiderpass G Gridley A Ekbom O Nyren H Hjalgrim HO Adami (1997) ArticleTitleMedical history risk factors for non-Hodgkin’s lymphoma in older women J Natl Cancer Inst 89 816–817 Occurrence Handle10.1093/jnci/89.11.816 Occurrence Handle9182981

    Article  PubMed  Google Scholar 

  27. H Hjalgrim M Frisch A Ekbom KO Kyvik M Melbye A Green (1997) ArticleTitleCancer and diabetes–a follow-up study of two population-based cohorts of diabetic patients J Intern Med 241 471–475 Occurrence Handle10497622

    PubMed  Google Scholar 

  28. SS Coughlin EE Calle LR Teras J Petrelli MJ Thun (2004) ArticleTitleDiabetes mellitus as a predictor of cancer mortality in a large cohort of US adults Am J Epidemiol 159 1160–1167 Occurrence Handle10.1093/aje/kwh161 Occurrence Handle15191933

    Article  PubMed  Google Scholar 

  29. MW Ragozzino LJ Melton Suffix3rd PJ Palumbo CP Chu (1983) ArticleTitleRisk of lymphoma in individuals with diabetes mellitus J Chronic Dis 36 363–365 Occurrence Handle10.1016/0021-9681(83)90167-4 Occurrence Handle6853661

    Article  PubMed  Google Scholar 

  30. L Bernstein RK Ross (1992) ArticleTitlePrior medication use and health history as risk factors for non-Hodgkin’s lymphoma: preliminary results from a case–control study in Los Angeles County Cancer Res 52 5510s–5515s Occurrence Handle1394165

    PubMed  Google Scholar 

  31. C La Vecchia E Negri S Franceschi B D’Avanzo P Boyle (1994) ArticleTitleA case–control study of diabetes mellitus and cancer risk Br J Cancer 70 950–953 Occurrence Handle7947103

    PubMed  Google Scholar 

  32. SH Zahm A Blair KP Cantor JF Fraumeni SuffixJr (1995) ArticleTitleNon-insulin dependent diabetes mellitus and non-Hodgkin’s lymphoma. Other American studies fail to confirm an association Br Med J 310 1009–1010

    Google Scholar 

  33. L Wideroff G Gridley L Mellemkjaer et al. (1997) ArticleTitleCancer incidence in a population-based cohort of patients hospitalized with diabetes mellitus in Denmark J Natl Cancer Inst 89 1360–1365 Occurrence Handle10.1093/jnci/89.18.1360 Occurrence Handle9308706

    Article  PubMed  Google Scholar 

  34. D Gunnell M Okasha GD Smith SE Oliver J Sandhu JM Holly (2001) ArticleTitleHeight, leg length, and cancer risk: a systematic review Epidemiol Rev 23 313–342 Occurrence Handle12192740

    PubMed  Google Scholar 

  35. DA Leon GD Smith M Shipley D Strachan (1995) ArticleTitleAdult height and mortality in London: early life, socioeconomic confounding, or shrinkage? J Epidemiol Commun Health 49 5–9

    Google Scholar 

  36. N Chatterjee P Hartge JR Cerhan et al. (2004) ArticleTitleRisk of non-Hodgkin’s lymphoma and family history of lymphatic, hematologic, and other cancers Cancer Epidemiol Biomarkers Prev 13 1415–1421 Occurrence Handle15342441

    PubMed  Google Scholar 

  37. P Hartge JS Colt RK Severson et al. (2005) ArticleTitleResidential herbicide use and risk of non-Hodgkin lymphoma Cancer Epidemiol Biomarkers Prev 14 934–937 Occurrence Handle10.1158/1055-9965.EPI-04-0730 Occurrence Handle15824166

    Article  PubMed  Google Scholar 

  38. LAG Ries MP Eisner CL Kosary et al. (2004) SEER cancer statistics review, 1975–2001 National Cancer Institute Bethesda, MD

    Google Scholar 

  39. Percy C, Van Holten V, Muir, C (1990) International Classification of Diseases for Oncology, 2nd edn. Geneva: World Health Organization.

  40. R Casady J Lepkowski (1993) ArticleTitleStratified telephone survey designs Surv Methodol 19 103–113

    Google Scholar 

  41. G Block AM Hartman CM Dresser MD Carroll J Gannon L Gardner (1986) ArticleTitleA data-based approach to diet questionnaire design and testing Am J Epidemiol 124 453–469 Occurrence Handle3740045

    PubMed  Google Scholar 

  42. G Block LM Coyle AM Hartman SM Scoppa (1994) ArticleTitleRevision of dietary analysis software for the Health Habits and History Questionnaire Am J Epidemiol 139 1190–1196 Occurrence Handle8209877

    PubMed  Google Scholar 

  43. US Department of Health and Human Services (1996) Physical activity and health: a report of the Surgeon General. US Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, Atlanta.

  44. DW Hosmer SuffixJr. S Lemeshow (1989) Applied Logistic Regression John Wiley & Sons New York

    Google Scholar 

  45. TM Therneau PM Grambsch (2000) Modeling Survival Data: Extending the Cox Model Springer-Verlag New York 124–126

    Google Scholar 

  46. JE Everhart (1993) ArticleTitleContributions of obesity and weight loss to gallstone disease Ann Intern Med 119 1029–1035 Occurrence Handle8214980

    PubMed  Google Scholar 

  47. GS Perry TE Byers AH Mokdad MK Serdula DF Williamson (1995) ArticleTitleThe validity of self-reports of past body weights by U.S. adults Epidemiology 6 61–66 Occurrence Handle7888448

    PubMed  Google Scholar 

  48. AJ Littman E White AR Kristal RE Patterson J Satia-Abouta JD Potter (2004) ArticleTitleAssessment of a one-page questionnaire on long-term recreational physical activity Epidemiology 15 105–113 Occurrence Handle10.1097/01.ede.0000091604.32542.97 Occurrence Handle14712154

    Article  PubMed  Google Scholar 

  49. CM Friedenreich (2001) ArticleTitlePhysical activity and cancer prevention: from observational to intervention research Cancer Epidemiol Biomarkers Prev 10 287–301 Occurrence Handle11319168

    PubMed  Google Scholar 

  50. JP Mackenbach CW Looman JB Meer Particlevan der (1996) ArticleTitleDifferences in the misreporting of chronic conditions, by level of education: the effect on inequalities in prevalence rates Am J Public Health 86 706–711 Occurrence Handle8629723

    PubMed  Google Scholar 

  51. Y Okura LH Urban DW Mahoney SJ Jacobsen RJ Rodeheffer (2004) ArticleTitleAgreement between self-report questionnaires and medical record data was substantial for diabetes, hypertension, myocardial infarction and stroke but not for heart failure J Clin Epidemiol 57 1096–1103 Occurrence Handle10.1016/j.jclinepi.2004.04.005 Occurrence Handle15528061

    Article  PubMed  Google Scholar 

  52. F Dick S VanLier P Banks et al. (1987) ArticleTitleUse of the working formulation for non-Hodgkin’s lymphoma in epidemiologic studies: agreement between reported diagnoses and a panel of experienced pathologists J Natl Cancer Inst 78 1137–1144 Occurrence Handle3473254

    PubMed  Google Scholar 

  53. LJ Herrinton (1998) ArticleTitleEpidemiology of the revised European-American lymphoma classification subtypes Epidemiol Rev 20 187–203 Occurrence Handle9919438

    PubMed  Google Scholar 

  54. CA Clarke SL Glaser RF Dorfman PM Bracci E Eberle EA Holly (2004) ArticleTitleExpert review of non-Hodgkin’s lymphomas in a population-based cancer registry: reliability of diagnosis and subtype classifications Cancer Epidemiol Biomarkers Prev 13 138–143 Occurrence Handle14744745

    PubMed  Google Scholar 

  55. RC Brownson JC Chang JR Davis CA Smith (1991) ArticleTitlePhysical activity on the job and cancer in Missouri Am J Public Health 81 639–642 Occurrence Handle2014869

    PubMed  Google Scholar 

  56. SH Zahm L Hoffman-Goetz M Dosemeci KP Cantor A Blair (1999) ArticleTitleOccupational physical activity and non-Hodgkin’s lymphoma Med Sci Sports Exerc 31 566–571 Occurrence Handle10.1097/00005768-199904000-00012 Occurrence Handle10211853

    Article  PubMed  Google Scholar 

  57. AP Polednak (1976) ArticleTitleCollege athletics, body size, and cancer mortality Cancer 38 382–387 Occurrence Handle947530

    PubMed  Google Scholar 

  58. RS Paffenbarger AL Wing RT Hyde (1978) ArticleTitleCharacteristics in youth predictive of adult-onset malignant lymphomas, melanomas, and leukemias: brief communication J Natl Cancer Inst 60 89–92 Occurrence Handle272469

    PubMed  Google Scholar 

  59. Kenny SJ, Aubert RE, Geiss LS (1995) Prevalence and incidence of non-insulin-dependent diabetes In Diabetes in America. National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD (NIH Publication No. 95–1468).

  60. E Grossman FH Messerli V Boyko U Goldbourt (2002) ArticleTitleIs there an association between hypertension and cancer mortality? Am J Med 112 479–486 Occurrence Handle10.1016/S0002-9343(02)01049-5 Occurrence Handle11959059

    Article  PubMed  Google Scholar 

  61. M Pahor JM Guralnik L Ferrucci et al. (1996) ArticleTitleCalcium-channel blockade and incidence of cancer in aged populations Lancet 348 493–497 Occurrence Handle10.1016/S0140-6736(96)04277-8 Occurrence Handle8757150

    Article  PubMed  Google Scholar 

  62. F Bianchini R Kaaks H Vainio (2002) ArticleTitleOverweight, obesity, and cancer risk Lancet Oncol 3 565–574 Occurrence Handle10.1016/S1470-2045(02)00849-5 Occurrence Handle12217794

    Article  PubMed  Google Scholar 

  63. SG Fisher RI Fisher (2004) ArticleTitleThe epidemiology of non-Hodgkin’s lymphoma Oncogene 23 6524–6534 Occurrence Handle10.1038/sj.onc.1207843 Occurrence Handle15322522

    Article  PubMed  Google Scholar 

  64. Rothman N, Skibola CF, Wang S, et al. (Submitted) Genetic variation in TNF and IL10 and risk of non-Hodgkin lymphoma: A report from the Interlymph Consortium.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to James R. Cerhan.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Cerhan, J.R., Bernstein, L., Severson, R.K. et al. Anthropometrics, Physical Activity, Related Medical Conditions, and the Risk of Non-Hodgkin Lymphoma. Cancer Causes Control 16, 1203–1214 (2005). https://doi.org/10.1007/s10552-005-0358-7

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10552-005-0358-7

Keywords

Navigation