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Tobacco smoking in relation to body fat mass and distribution in a general population sample

Abstract

OBJECTIVE: To investigate the effects of variable amounts of tobacco smoking on body mass index and waist-to-hip ratio among current smokers.

DESIGN: Population-based cohort study.

SUBJECTS: A total of 22 059 apparently healthy men and women, who enrolled in the Greek EPIC cohort, aged 25–84 years, who had never smoked (14 751) or were current cigarette smokers (7308).

MEASUREMENTS: Body mass index and waist-to-hip ratio (by anthropomentry), amount of tobacco smoking and energy expenditure (by an interviewer-administered, lifestyle questionnaire), energy intake and ethanol intake (by an interviewer-administered, validated, semiquantitative, food frequency questionnaire), at enrollment.

RESULTS: In comparison to nonsmokers, smokers of the average number of cigarettes have lower body mass index. Among smokers, however, increased amount of smoking tends to be positively associated with body mass index, particularly among men. Waist-to-hip ratio is positively associated with amount of cigarettes smoked per day, among both men and women.

CONCLUSION: Among smokers, tobacco smoking is positively associated with body mass index and waist-to-hip ratio. Our data suggest that the lower body mass index of smokers compared to nonsmokers reflects personality characteristics of those who choose to smoke and that the tendency to gain weight after smoking cessation may have behavioral rather than tobacco-related pharmacological roots.

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References

  1. Adami HO, Trichopoulos D . Obesity and mortality from cancer. N Engl J Med 2003; 348: 1623–1624.

    Article  Google Scholar 

  2. Poulter N . Global risk of cardiovascular disease. Heart 2003; 89: ii2.

    Article  Google Scholar 

  3. Blitzer PH, Rimm AA, Giffer EE . The effect of cessation of smoking on body weight in 57 032 women: cross-sectional and longitudinal analyses. J Chronic Dis 1977; 30: 415–429.

    Article  CAS  Google Scholar 

  4. Stamford BA, Matter S, Fell RD, Papanek P . Effects of smoking cessation on weight gain, metabolic rate caloric consumption, and blood lipids. Am J Clin Nutr 1986; 43: 486–494.

    Article  CAS  Google Scholar 

  5. Albanes D, Jones DY, Micozzi MS, Mattson ME . Associations between smoking and body weight in the US population: analysis on NHANES II. Am J Public Health 1987; 77: 439–444.

    Article  CAS  Google Scholar 

  6. Williamson DF, Madans J, Anda RG, Kleinman JC, Giovino GA, Byers T . Smoking cessation and severity of weight gain in a national cohort. N Engl J Med 1991; 324: 739–745.

    Article  CAS  Google Scholar 

  7. Froom P, Melamed S, Benbassat J . Smoking cessation and weight gain. Fam Pract 1998; 46: 460–464.

    CAS  Google Scholar 

  8. Owen-Smith V, Hannaford PC . Stopping smoking and body weight in women living in the United Kingdom. Br J Gen Pract 1999; 49: 989–990.

    CAS  PubMed  PubMed Central  Google Scholar 

  9. Hughes JR . Tobacco withdrawal in self-quitters. J Consult Clin Psychol 1992; 60: 689–697.

    Article  CAS  Google Scholar 

  10. Patten CA, Martin JE . Measuring tobacco withdrawal: a review of self-report questionnaires. J Subst Abuse 1996; 8: 93–113.

    Article  CAS  Google Scholar 

  11. Piasecki TM, Fiore MC, Baker TB . Profiles in discouragement: two studies of variability in the time course of smoking withdrawal symptoms. J Abnorm Psychol 1998; 107: 238–251.

    Article  CAS  Google Scholar 

  12. Barrett-Connor E, Khaw K . Cigarette smoking and increased central adiposity. Ann Intern Med 1989; 111: 783–787.

    Article  CAS  Google Scholar 

  13. Shimokata H, Muller DC, Andres R . Studies in the distribution of body fat. III. Effects of cigarette smoking. JAMA 1989; 261: 1169–1173.

    Article  CAS  Google Scholar 

  14. Troisi RJ, Heinold JW, Vokonas PS, Weiss ST . Cigarette smoking, dietary intake, and physical activity: effects on body fat distribution—the Normative Aging Study. Am J Clin Nutr 1991; 53: 1104–1111.

    Article  CAS  Google Scholar 

  15. Simon JA, Seeley DG, Lipschutz RC, Vittinghoff E, Browner WS . The relation of smoking to waist-to-hip ratio and diabetes mellitus among elderly women. Prev Med 1997; 26: 639–644.

    Article  CAS  Google Scholar 

  16. Visser M, Launer LJ, Deurenberg P, Deeg DJ . Past and current smoking in relation to body fat distribution in older men and women. J Gerontol A Biol Sci Med Sci 1999; 54: M293–M298.

    Article  CAS  Google Scholar 

  17. Trichopoulou A, Gnardellis C, Lagiou P, Benetou V, Naska A, Trichopoulos D . Physical activity and energy intake selectively predict the waist-to-hip ratio in men but not in women. Am J Clin Nutr 2001; 74: 574–578.

    Article  CAS  Google Scholar 

  18. Trichopoulou A, Costacou T, Bamia C, Trichopoulos D . Adherence to a Mediterranean diet and survival in a Greek population. N Engl J Med 2003; 348: 2599–2608.

    Article  Google Scholar 

  19. Riboli E, Kaaks R . The EPIC project: rational and study design. Int J Epidemiol 1997; 26: S6–S14.

    Article  Google Scholar 

  20. Costacou T, Bamia C, Ferrari P, Riboli E, Trichopoulos D, Trichopoulou A . Tracing the Mediterranean diet through principal components and cluster analyses in the Greek population. Eur J Clin Nutr 2003; 57: 1378–1385.

    Article  CAS  Google Scholar 

  21. Trichopoulou A, Gnardellis C, Lagiou P, Benetou V, Trichopoulos D . Body mass index in relation to energy intake and expenditure among adults in Greece. Epidemiology 2000; 11: 333–336.

    Article  CAS  Google Scholar 

  22. Ainsworth B, Haskell WL, Leon AS . Compendium of physical activities: classification of energy costs of human physical activities. Med Sci Sports Exerc 1993; 25: 71–80.

    Article  CAS  Google Scholar 

  23. Gnardellis C, Trichopoulou A, Katsouyianni K, Polychronopoulos E, Rimm EB, Trichopoulos D . Reproducibility and validity of an extensive semi-quantitative Food Frequency Questionnaire among Greek school teachers. Epidemiology 1995; 6: 74–77.

    Article  CAS  Google Scholar 

  24. Trichopoulou A . Composition of Greek Foods and Dishes (in Greek and English). Athens School of Public Health: Athens; 1992.

    Google Scholar 

  25. Trichopoulou A, Georga K . Composition Tables of Simple and Composite Foods. Parisianos: Athens; 2002.

    Google Scholar 

  26. Katsouyianni K, Rimm EB, Gnardellis C, Trichopoulos D, Polychronopoulos E, Trichopoulou A . Reproducibility and relative validity of an extensive semi-quantitative Food Frequency Questionnaire using dietary records and chemical markers among Greek school teachers. Int J Epidemiol 1997; 26: S118–S127.

    Article  Google Scholar 

  27. Trichopoulos D, Hsieh CC, MacMahon B, Lin TM, Lowe CR, Mirra AP, Ravnihar B, Salber EJ, Valaoras VG, Yuasa S . Age at any birth and breast cancer risk. Int J Cancer 1983; 31: 701–704.

    Article  CAS  Google Scholar 

  28. Miettinen OS . Theoritical Epidemiology: Principles of Occurrence Research in Medicine. Wiley: New York, NY; 1985.

    Google Scholar 

  29. STATA [computer program]. STATA Corporation: Intercooled Stata 7.0 for Windows 98/95/NT. Texas, USA; 2002.

  30. Martinez JA, Kearney JM, Kafatos A, Paquet S, Martinez-Gonzalez MA . Variables independently associated with self-reported obesity in the European Union. Public Health Nutr 1999; 2: 125–133.

    Article  CAS  Google Scholar 

  31. de Martins VM, Almeida RMRV, Pereira RA, Barros MBA . Factors associated with overweight and central body fat in the city of Rio de Janeiro: results of a two stage random sampling survey. Public Health 2001; 115: 236–242.

    Google Scholar 

  32. Colditz GA, Segal MR, Myers AH, Stampfer MJ, Willett W, Speizer FE . Weight change in relation to smoking cessation among women. J Smoking Relat Disord 1992; 3: 145–153.

    Google Scholar 

  33. Istvan JA, Nides MA, Buist AS, Greene P, Voelker H . Salivary cotinine, frequency of cigarette smoking, and body mass index: findings at baseline in the Lung Health Study. Am J Epidemiol 1994; 139: 628–636.

    Article  CAS  Google Scholar 

  34. Liu L, Choudhury SR, Okayama A, Hayakawa T, Kita Y, Ueshima H . Changes in body mass index and its relationships to other cardiovascular risk factors among Japanese population: results from the 1980 and 1990 national cardiovascular surveys in Japan. J Epidemiol 1999; 9: 163–174.

    Article  CAS  Google Scholar 

  35. Klesges RC, Eck LH, Isbell TR, Fulliton W, Hanson CL . Smoking status: effects on the dietary intake, physical activity, and body fat of adult men. Am J Clin Nutr 1990; 51: 784–789.

    Article  CAS  Google Scholar 

Download references

Acknowledgements

The European Prospective Investigation into Cancer and Nutrition (EPIC) is coordinated by the International Agency for Research on Cancer (World Health Organization) and supported by the Europe Against Cancer Program of the European Commission. The Greek segment of the EPIC study is also supported by the Greek Ministry of Health and the Greek Ministry of Education.

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Correspondence to C Bamia.

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Bamia, C., Trichopoulou, A., Lenas, D. et al. Tobacco smoking in relation to body fat mass and distribution in a general population sample. Int J Obes 28, 1091–1096 (2004). https://doi.org/10.1038/sj.ijo.0802697

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