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Effects of physical activity, body mass index, waist-to-hip ratio and waist circumference on total mortality risk in the Swedish National March Cohort

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Abstract

The health benefits of physical activity (PA) have been well documented. However, there is less research investigating whether or not these health benefits might differ among males and females or among subjects characterized by different levels of body mass index (BMI), waist-to-hip ratio (WHR), and waist circumference (WC). Baseline total PA, BMI, WHR and waist circumference were measured in 14,585 men and 26,144 women who participated in the Swedish National March. Their effects on all-cause mortality were analyzed with a follow-up time of almost 10 years. Sedentary men with a BMI ≥ 30 had a 98% (95% CI: 30–201%) increased risk of mortality compared to normal weight men with a high level of total PA. The same trend was observed for sedentary men with high WHR or waist circumference, compared to lean and highly active men. Sedentary women with a waist circumference of 88 cm or more had almost doubled, i.e. 97% (95% CI: 35–189%) increased mortality risk compared to physically active women with a waist circumference below 80 cm. BMI in men, but waist circumference in women better forecast all-cause mortality. We found no substantial effect modification between different measures of adiposity and physical activity—physical inactivity and obesity seem to increase total mortality risk independently and additively.

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Abbreviations

BMI:

Body mass index

CI:

Confidence interval

HR:

Hazard ratio

ICD:

International classification of disease

IQR:

Interquartile range

MET:

Metabolic energy turnover

PA:

Physical activity

PAL:

Physical activity level

STEPPS:

Subpopulation treatment effect pattern plot

WC:

Waist circumference

WHR:

Waist-to-hip ratio

References

  1. Katzmarzyk PT, Janssen I, Ardern CI. Physical inactivity, excess adiposity and premature mortality. Obes Rev. 2003;4:257–90.

    Article  CAS  PubMed  Google Scholar 

  2. Obesity: preventing and managing the global epidemic. Report of a WHO consultation. World Health Organ Tech Rep Ser. 2000;894:i–xii, 1–253.

  3. Brundtland GH. From the World Health Organization. Reducing risks to health, promoting healthy life. JAMA. 2002;288:1974.

    Article  PubMed  Google Scholar 

  4. Calle EE, Thun MJ, Petrelli JM, Rodriguez C, Heath CW Jr. Body-mass index and mortality in a prospective cohort of U.S. adults. N Engl J Med. 1999;341:1097–105.

    Article  CAS  PubMed  Google Scholar 

  5. Yuan JM, Ross RK, Gao YT, Yu MC. Body weight and mortality: a prospective evaluation in a cohort of middle-aged men in Shanghai, China. Int J Epidemiol. 1998;27:824–32.

    Article  CAS  PubMed  Google Scholar 

  6. Durazo-Arvizu RA, McGee DL, Cooper RS, Liao Y, Luke A. Mortality and optimal body mass index in a sample of the US population. Am J Epidemiol. 1998;147:739–49.

    CAS  PubMed  Google Scholar 

  7. Adams KF, Schatzkin A, Harris TB, Kipnis V, Mouw T, Ballard-Barbash R, Hollenbeck A, Leitzmann MF. Overweight, obesity, and mortality in a large prospective cohort of persons 50 to 71 years old. N Engl J Med. 2006;355:763–78.

    Article  CAS  PubMed  Google Scholar 

  8. Corrada MM, Kawas CH, Mozaffar F, Paganini-Hill A. Association of body mass index and weight change with all-cause mortality in the elderly. Am J Epidemiol. 2006;163:938–49.

    Article  PubMed  Google Scholar 

  9. Gu D, He J, Duan X, Reynolds K, Wu X, Chen J, Huang G, Chen CS, Whelton PK. Body weight and mortality among men and women in China. JAMA. 2006;295:776–83.

    Article  CAS  PubMed  Google Scholar 

  10. Jee SH, Sull JW, Park J, Lee SY, Ohrr H, Guallar E, Samet JM. Body-mass index and mortality in Korean men and women. N Engl J Med. 2006;355:779–87.

    Article  CAS  PubMed  Google Scholar 

  11. Neovius M, Sundstrom J, Rasmussen F. Combined effects of overweight and smoking in late adolescence on subsequent mortality: nationwide cohort study. BMJ. 2009;338:b496.

    Article  PubMed  Google Scholar 

  12. Whitlock G, Lewington S, Sherliker P, Clarke R, Emberson J, Halsey J, Qizilbash N, Collins R, Peto R. Body-mass index and cause-specific mortality in 900 000 adults: collaborative analyses of 57 prospective studies. Lancet. 2009;373:1083–96.

    Article  PubMed  Google Scholar 

  13. Stevens J, Cai J, Pamuk ER, Williamson DF, Thun MJ, Wood JL. The effect of age on the association between body-mass index and mortality. N Engl J Med. 1998;338:1–7.

    Article  CAS  PubMed  Google Scholar 

  14. Ajani UA, Lotufo PA, Gaziano JM, Lee IM, Spelsberg A, Buring JE, Willett WC, Manson JE. Body mass index and mortality among US male physicians. Ann Epidemiol. 2004;14:731–9.

    Article  PubMed  Google Scholar 

  15. Hu FB, Willett WC, Li T, Stampfer MJ, Colditz GA, Manson JE. Adiposity as compared with physical activity in predicting mortality among women. N Engl J Med. 2004;351:2694–703.

    Article  CAS  PubMed  Google Scholar 

  16. Freedman DM, Ron E, Ballard-Barbash R, Doody MM, Linet MS. Body mass index and all-cause mortality in a nationwide US cohort. Int J Obes (Lond). 2006;30:822–9.

    Article  CAS  Google Scholar 

  17. Diehr P, Bild DE, Harris TB, Duxbury A, Siscovick D, Rossi M. Body mass index and mortality in non smoking older adults: the Cardiovascular Health Study. Am J Public Health. 1998;88:623–9.

    Article  CAS  PubMed  Google Scholar 

  18. Haapanen-Niemi N, Miilunpalo S, Pasanen M, Vuori I, Oja P, Malmberg J. Body mass index, physical inactivity and low level of physical fitness as determinants of all-cause and cardiovascular disease mortality–16 y follow-up of middle-aged and elderly men and women. Int J Obes Relat Metab Disord. 2000;24:1465–74.

    Article  CAS  PubMed  Google Scholar 

  19. Willett WC, Dietz WH, Colditz GA. Guidelines for healthy weight. N Engl J Med. 1999;341:427–34.

    Article  CAS  PubMed  Google Scholar 

  20. Davey Smith G, Sterne JA, Fraser A, Tynelius P, Lawlor DA, Rasmussen F. The association between BMI and mortality using offspring BMI as an indicator of own BMI: large intergenerational mortality study. BMJ. 2009;339:b5043.

    Article  PubMed  Google Scholar 

  21. Snijder MB, van Dam RM, Visser M, Seidell JC. What aspects of body fat are particularly hazardous and how do we measure them? Int J Epidemiol. 2006;35:83–92.

    Article  CAS  PubMed  Google Scholar 

  22. Chakraborty BM, Chakraborty R. Sensitivity and specificity of body mass index as a definition of the obesity component of metabolic syndrome. Coll Antropol. 2007;31:943–7.

    PubMed  Google Scholar 

  23. Pischon T, Boeing H, Hoffmann K, Bergmann M, Schulze MB, Overvad K, van der Schouw YT, Spencer E, Moons KG, Tjonneland A, Halkjaer J, Jensen MK, Stegger J, Clavel-Chapelon F, Boutron-Ruault MC, Chajes V, Linseisen J, Kaaks R, Trichopoulou A, Trichopoulos D, Bamia C, Sieri S, Palli D, Tumino R, Vineis P, Panico S, Peeters PH, May AM, Bueno-de-Mesquita HB, van Duijnhoven FJ, Hallmans G, Weinehall L, Manjer J, Hedblad B, Lund E, Agudo A, Arriola L, Barricarte A, Navarro C, Martinez C, Quiros JR, Key T, Bingham S, Khaw KT, Boffetta P, Jenab M, Ferrari P, Riboli E. General and abdominal adiposity and risk of death in Europe. N Engl J Med. 2008;359:2105–20.

    Article  CAS  PubMed  Google Scholar 

  24. Yusuf S, Hawken S, Ounpuu S, Bautista L, Franzosi MG, Commerford P, Lang CC, Rumboldt Z, Onen CL, Lisheng L, Tanomsup S, Wangai P Jr, Razak F, Sharma AM, Anand SS. Obesity and the risk of myocardial infarction in 27,000 participants from 52 countries: a case-control study. Lancet. 2005;366:1640–9.

    Article  PubMed  Google Scholar 

  25. Wang Y, Rimm EB, Stampfer MJ, Willett WC, Hu FB. Comparison of abdominal adiposity and overall obesity in predicting risk of type 2 diabetes among men. Am J Clin Nutr. 2005;81:555–63.

    CAS  PubMed  Google Scholar 

  26. Andersen LB, Schnohr P, Schroll M, Hein HO. All-cause mortality associated with physical activity during leisure time, work, sports, and cycling to work. Arch Intern Med. 2000;160:1621–8.

    Article  CAS  PubMed  Google Scholar 

  27. Gregg EW, Cauley JA, Stone K, Thompson TJ, Bauer DC, Cummings SR, Ensrud KE. Relationship of changes in physical activity and mortality among older women. JAMA. 2003;289:2379–86.

    Article  PubMed  Google Scholar 

  28. Myers J, Kaykha A, George S, Abella J, Zaheer N, Lear S, Yamazaki T, Froelicher V. Fitness versus physical activity patterns in predicting mortality in men. Am J Med. 2004;117:912–8.

    Article  PubMed  Google Scholar 

  29. Trolle-Lagerros Y, Mucci LA, Kumle M, Braaten T, Weiderpass E, Hsieh CC, Sandin S, Lagiou P, Trichopoulos D, Lund E, Adami HO. Physical activity as a determinant of mortality in women. Epidemiology. 2005;16:780–5.

    Article  PubMed  Google Scholar 

  30. Khaw KT, Jakes R, Bingham S, Welch A, Luben R, Day N, Wareham N. Work and leisure time physical activity assessed using a simple, pragmatic, validated questionnaire and incident cardiovascular disease and all-cause mortality in men and women: the European prospective investigation into cancer in Norfolk prospective population study. Int J Epidemiol. 2006;35:1034–43.

    Article  PubMed  Google Scholar 

  31. Chakravarty EF, Hubert HB, Lingala VB, Fries JF. Reduced disability and mortality among aging runners: a 21-year longitudinal study. Arch Intern Med. 2008;168:1638–46.

    Article  PubMed  Google Scholar 

  32. Nocon M, Hiemann T, Muller-Riemenschneider F, Thalau F, Roll S, Willich SN. Association of physical activity with all-cause and cardiovascular mortality: a systematic review and meta-analysis. Eur J Cardiovasc Prev Rehabil. 2008;15:239–46.

    Article  PubMed  Google Scholar 

  33. Oguma Y, Sesso HD, Paffenbarger RS Jr, Lee IM. Physical activity and all cause mortality in women: a review of the evidence. Br J Sports Med. 2002;36:162–72.

    Article  CAS  PubMed  Google Scholar 

  34. Koster A, Harris TB, Moore SC, Schatzkin A, Hollenbeck AR, van Eijk JT, Leitzmann MF. Joint associations of adiposity and physical activity with mortality: the National Institutes of Health-AARP Diet and Health Study. Am J Epidemiol. 2009;169:1344–51.

    Article  PubMed  Google Scholar 

  35. Hu G, Tuomilehto J, Silventoinen K, Barengo NC, Peltonen M, Jousilahti P. The effects of physical activity and body mass index on cardiovascular, cancer and all-cause mortality among 47 212 middle-aged finnish men and women. Int J Obes (Lond). 2005;29:894–902.

    Article  CAS  Google Scholar 

  36. Lagerros YT, Mucci LA, Bellocco R, Nyren O, Balter O, Balter KA. Validity and reliability of self-reported total energy expenditure using a novel instrument. Eur J Epidemiol. 2006;21:227–36.

    Article  PubMed  Google Scholar 

  37. Lagerros YT, Bellocco R, Adami HO, Nyren O. Measures of physical activity and their correlates: the Swedish National March Cohort. Eur J Epidemiol. 2009;24:161–9.

    Article  PubMed  Google Scholar 

  38. Ainsworth BE, Haskell WL, Leon AS, Jacobs DR Jr, Montoye HJ, Sallis JF, Paffenbarger RS Jr. Compendium of physical activities: classification of energy costs of human physical activities [see comments]. Med Sci Sports Exerc. 1993;25:71–80.

    Article  CAS  PubMed  Google Scholar 

  39. Ainsworth BE, Haskell WL, Whitt MC, Irwin ML, Swartz AM, Strath SJ, O’Brien WL, Bassett DR Jr, Schmitz KH, Emplaincourt PO, Jacobs DR Jr, Leon AS. Compendium of physical activities: an update of activity codes and MET intensities. Med Sci Sports Exerc. 2000;32:S498–504.

    Article  CAS  PubMed  Google Scholar 

  40. Bexelius C, Lof M, Sandin S, Trolle Lagerros Y, Forsum E, Litton JE. Measures of physical activity using cell phones: validation using criterion methods. J Med Internet Res. 2010; 12: 165–70.

    Google Scholar 

  41. Energy Expediture Questionnaire (EEQ). Available from:http://www.csc.kth.se/~balter/webdemos.html.

  42. Alberti KG, Zimmet P, Shaw J. The metabolic syndrome—a new worldwide definition. Lancet. 2005;366:1059–62.

    Article  PubMed  Google Scholar 

  43. Bonetti M, Gelber RD. A graphical method to assess treatment-covariate interactions using the Cox model on subsets of the data. Stat Med. 2000;19:2596–609.

    Article  Google Scholar 

  44. Orsini N, Bellocco R, Bottai M, Pagano M, Michaelsson K, Wolk A. Combined effects of obesity and physical activity in predicting mortality among men. J Intern Med. 2008;264:442–51.

    Article  CAS  PubMed  Google Scholar 

  45. Stevens J, Cai J, Evenson KR, Thomas R. Fitness and fatness as predictors of mortality from all causes and from cardiovascular disease in men and women in the lipid research clinics study. Am J Epidemiol. 2002;156:832–41.

    Article  PubMed  Google Scholar 

  46. Stofan JR, DiPietro L, Davis D, Kohl HW 3rd, Blair SN. Physical activity patterns associated with cardiorespiratory fitness and reduced mortality: the Aerobics Center Longitudinal Study. Am J Public Health. 1998;88:1807–13.

    Article  CAS  PubMed  Google Scholar 

  47. Dorn JM, Schisterman EF, Winkelstein W Jr, Trevisan M. Body mass index and mortality in a general population sample of men and women. The Buffalo Health Study. Am J Epidemiol. 1997;146:919–31.

    CAS  PubMed  Google Scholar 

  48. Lahmann PH, Lissner L, Gullberg B, Berglund G. A prospective study of adiposity and all-cause mortality: the Malmo Diet and Cancer Study. Obes Res. 2002;10:361–9.

    Article  PubMed  Google Scholar 

  49. Bender R, Jockel KH, Trautner C, Spraul M, Berger M. Effect of age on excess mortality in obesity. JAMA. 1999;281:1498–504.

    Article  CAS  PubMed  Google Scholar 

  50. Gulsvik AK, Thelle DS, Mowe M, Wyller TB. Increased mortality in the slim elderly: a 42 years follow-up study in a general population. Eur J Epidemiol. 2009;24:683–90.

    Article  PubMed  Google Scholar 

  51. Lindqvist P, Andersson K, Sundh V, Lissner L, Bjorkelund C, Bengtsson C. Concurrent and separate effects of body mass index and waist-to-hip ratio on 24-year mortality in the population study of women in Gothenburg: evidence of age-dependency. Eur J Epidemiol. 2006;21:789–94.

    Article  PubMed  Google Scholar 

  52. Severinsen MT, Kristensen SR, Johnsen SP, Dethlefsen C, Tjonneland A, Overvad K. Anthropometry, body fat, and venous thromboembolism: a Danish follow-up study. Circulation. 2009;120:1850–7.

    Article  PubMed  Google Scholar 

  53. Onat A, Avci GS, Barlan MM, Uyarel H, Uzunlar B, Sansoy V. Measures of abdominal obesity assessed for visceral adiposity and relation to coronary risk. Int J Obes Relat Metab Disord. 2004;28:1018–25.

    Article  CAS  PubMed  Google Scholar 

  54. Meyer HE, Sogaard AJ, Tverdal A, Selmer RM. Body mass index and mortality: the influence of physical activity and smoking. Med Sci Sports Exerc. 2002;34:1065–70.

    Article  PubMed  Google Scholar 

  55. Roberts CA, Wilder LB, Jackson RT, Moy TF, Becker DM. Accuracy of self-measurement of waist and hip circumference in men and women. J Am Diet Assoc. 1997;97:534–6.

    Article  CAS  PubMed  Google Scholar 

  56. Palta M, Prineas RJ, Berman R, Hannan P. Comparison of self-reported and measured height and weight. Am J Epidemiol. 1982;115:223–30.

    CAS  PubMed  Google Scholar 

  57. Stewart AW, Jackson RT, Ford MA, Beaglehole R. Underestimation of relative weight by use of self-reported height and weight. Am J Epidemiol. 1987;125:122–6.

    CAS  PubMed  Google Scholar 

  58. Rimm EB, Stampfer MJ, Colditz GA, Chute CG, Litin LB, Willett WC. Validity of self-reported waist and hip circumferences in men and women. Epidemiology. 1990;1:466–73.

    Article  CAS  PubMed  Google Scholar 

  59. Hazell ML, Morris JA, Linehan MF, Frank PI, Frank TL. Factors influencing the response to postal questionnaire surveys about respiratory symptoms. Prim Care Respir J. 2009; 18:165–70.

    PubMed  Google Scholar 

  60. Feveile H, Olsen O, Hogh A. A randomized trial of mailed questionnaires versus telephone interviews: response patterns in a survey. BMC Med Res Methodol. 2007;7:27.

    Article  PubMed  Google Scholar 

  61. Eaker S, Bergstrom R, Bergstrom A, Adami HO, Nyren O. Response rate to mailed epidemiologic questionnaires: a population-based randomized trial of variations in design and mailing routines. Am J Epidemiol. 1998;147:74–82.

    CAS  PubMed  Google Scholar 

  62. Katzmarzyk PT, Perusse L, Malina RM, Bouchard C. Seven-year stability of indicators of obesity and adipose tissue distribution in the Canadian population. Am J Clin Nutr. 1999;69:1123–9.

    CAS  PubMed  Google Scholar 

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Acknowledgments

This work was supported by the companies ICA AB and Ericsson. We would like to thank Statistics Sweden for scanning the questionnaires. We also would like to express sincere gratitude to the Swedish Cancer Society and volunteers who worked with the National March.

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Correspondence to Ylva Trolle Lagerros.

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Rino Bellocco and Chongqi Jia equally share the first authorship.

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Bellocco, R., Jia, C., Ye, W. et al. Effects of physical activity, body mass index, waist-to-hip ratio and waist circumference on total mortality risk in the Swedish National March Cohort. Eur J Epidemiol 25, 777–788 (2010). https://doi.org/10.1007/s10654-010-9497-6

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