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Energy requirements of urban Chinese adults with manual or sedentary occupations, determined using the doubly labeled water method

Abstract

Objective: To examine total energy expenditure (TEE) in relation to occupation and reported leisure time activities in free-living Chinese adults, and to determine whether measured TEE values differ from current international dietary energy recommendations.

Setting and subjects: Seventy three weight-maintaining adults aged 35–49 y, leading unrestricted lives in urban Beijing, with a wide variety of occupations.

Design and methods: A cross-sectional study in which TEE was determined by doubly labeled water, body composition by deuterium oxide (2H2O) dilution, resting energy expenditure (pREE) by prediction equations, and occupational and leisure time activities by questionnaire.

Results: For men and women respectively, TEE averaged 12.10±0.32 and 9.53±0.23 MJ/day (P<0.001), and physical activity level (PAL=TEE/pREE) was 1.77±0.04 and 1.66±0.02 (P<0.05). Fat-free mass (FFM) was the single best predictor of TEE (adjusted r2=0.71, P<0.001). Occupational category (light, moderate and heavy) further predicted TEE, independent of FFM (adjusted multiple r2=0.82, P<0.001). Both TEE adjusted for weight and PAL increased with occupational category. Measured TEE was slightly but significantly higher than the 1985 FAO/WHO/UNU estimates for women with light occupations, but did not differ from estimates for men with light occupations, or for adults with moderate or heavy occupations.

Conclusion: Level of occupational activity, but not duration or type of leisure activity, significantly predicted TEE in free-living urban Chinese adults. Current energy requirement recommendations slightly underestimated the energy needs of women with light occupations but were accurate for men and women with moderate and heavy occupations.

Sponsorship: NIH grants DK53404 and F32-DK09747.

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References

  • Baecke JAH, Burema J, Frijters JER . 1982 A short questionnaire for the measurement of habitual physical activity in epidemiological studies Am. J. Clin. Nutr. 36: 936–942

    Article  CAS  Google Scholar 

  • Black AE . 2000 The sensitivity and specificity of the Goldberg cut-off for EI:BMI for identifying diet reports of poor validity Eur. J. Clin. Nutr. 54: 395–404

    Article  CAS  Google Scholar 

  • Black AE, Coward WA, Cole TJ, Prentice AM . 1996 Human energy expenditure in affluent societies: an analysis of 574 doubly-labeled water measurements Eur. J. Clin. Nutr. 50: 72–92

    CAS  Google Scholar 

  • Block G . 1982 A review of validations of dietary assessment methods Am. J. Epidemiol. 115: 492–505

    Article  CAS  Google Scholar 

  • Calazel CM, Young VR, Evans WJ, Roberts SB . 1993 Effect of fasting and feeding on measurement of carbon dioxide production using doubly labeled water J. Appl. Physiol. 74: 1824–1829

    Article  CAS  Google Scholar 

  • Carpenter WH, Poehlman ET, O'Connell M, Goran MI . 1995 Influence of body composition and resting metabolic rate on variation in total energy expenditure: a meta-analysis Am. J. Clin. Nutr. 61: 4–10

    Article  CAS  Google Scholar 

  • Case KO, Brahler CJ, Heiss C . 1997 Resting energy expenditures in Asian women measured by indirect calorimetry are lower than expenditures calculated from prediction equations J. Am. Diet Assoc. 11: 1288–1292

    Article  Google Scholar 

  • Chinese Nutrition Expert Panel. 2000 Chinese Dietary Reference Intakes Beijing: Chinese Light Industry Publishing House

  • Coward WA . 1988 The doubly-labeled-water (2H218O) method: principles and practice Proc. Nutr. Soc. 47: 209–218

    Article  CAS  Google Scholar 

  • Coward WA . 1998 Contributions of the doubly labeled water method to studies of energy balance in the Third World Am. J. Clin. Nutr. 68: (Suppl): S962–S969

    Article  Google Scholar 

  • Dallal GE, Roberts SB . 1991 DLW: a computer program for the calculation of total energy expenditure in doubly labeled water (2H218O) studies Comp. Biomed. Res. 24: 143–151

    Article  CAS  Google Scholar 

  • de Weir J . 1949 New methods for calculating metabolic rate with special reference to protein J. Physiol. 109: 1–9

    Article  Google Scholar 

  • Diaz E, Goldberg GR, Taylor M, Savage JM, Sellen D, Coward WA, Prentice AM . 1991 Effects of dietary supplementation on work performance in Gambian laborers Am. J. Clin. Nutr. 53: 803–811

    Article  CAS  Google Scholar 

  • Durnin JVGA . 1990a Is satisfactory energy balance possible on low energy intakes? Bull. Nutr. Found. India 11: 1–4

    Google Scholar 

  • Durnin JVGA . 1990b Low energy expenditures in free-living populations Eur. J. Clin. Nutr. 44: 95–102

    Google Scholar 

  • FAO/WHO/UNU. 1985 Energy and protein requirements Report of a joint FAO/WHO/UNU expert consultation. Technical Report Series, 724 Geneva: World Health Organization

  • Ge KY (ed.). 1992 The Dietary and Nutritional Status of Chinese Population Beijing: People's Medical Publishing House

    Google Scholar 

  • Goran MI, Poehlman ET . 1992 Total energy expenditure and energy requirements in healthy elderly persons Metabolism 41: 744–753

    Article  CAS  Google Scholar 

  • Goran MI, Beer WH, Wolfe RR, Poehlman ET, Young VR . 1993 Variation in total energy expenditure in young healthy free-living men Metabolism 42: 487–496

    Article  CAS  Google Scholar 

  • Haggarty P, Valencia ME, McNeil G . 1997 Energy expenditure during heavy work and its interaction with body weight Br. J. Nutr. 77: 359–373

    Article  Google Scholar 

  • Heini A, Mingelli G, Diaz E, Prentice A . 1996 Free-living energy expenditure assessed by two different methods in rural Gambian men Eur. J. Clin. Nutr. 50: 284–289

    CAS  Google Scholar 

  • Huss-Ashmore R, Goodman JL, Sibiya TE, Stein TP . 1989 Energy expenditure of young Swazi women as measured by the doubly labelled water method Eur. J. Clin. Nutr. 43: 737–748

    CAS  PubMed  Google Scholar 

  • Jia H, Meng Q, Shan C . 1999 Study on energy expenditure in Healthy Adults Chin. J. Clin. Nutr. 7: 70–73

    Google Scholar 

  • Kashiwazaki H, Dejima Y, Orias-Rivera J, Coward WA . 1995 Energy expenditure determined by the doubly labeled water method in Bolivian Aymara living in a high altitude agropastoral community Am. J. Clin. Nutr. 62: 901–910

    Article  CAS  Google Scholar 

  • Kuang AK (ed.). 1990 Internal Medicine Manual Shanghai: Shanghai Science and Technology Press

    Google Scholar 

  • Leung R, Woo J, Chan D, Tang N . 2000 Validation of prediction equations for basal metabolic rate in Chinese subjects Eur. J. Clin. Nutr. 54: 551–554

    Article  CAS  Google Scholar 

  • Liu HY, Lu YF, Chen WJ . 1995 Predictive equations for basal metabolic rate in Chinese adults: a cross-validation study J. Am. Diet Assoc. 95: 1403–1408

    Article  CAS  Google Scholar 

  • Lohman TAR, Martorell R . (1988) Anthropometric Standardization Reference Manual Champaign, IL: Human Kinetics

    Google Scholar 

  • Montoye HJ, Kemper HCG, Saris WHM, Washburn RA . 1996 Measuring Physical Activity and Energy Expenditure Champaign, IL; Human Kinetics

    Google Scholar 

  • Pace N, Rathburn EN . 1945 Studies on body composition. III. The body water and chemically combined nitrogen content in relation to fat content J. Biol. Chem. 158: 685–691

    CAS  Google Scholar 

  • Prentice AM, Black AE, Coward WA, Davies AL, Goldberg GR . 1986 High levels of energy expenditure in obese women Br. Med. J. 292: 983–987

    Article  CAS  Google Scholar 

  • Prosser SJ, Scrimgeour CM . 1995 High-precision determination of 2H/1H in H2 and H2O by continuous-flow isotope ratio mass-spectrometry Anal. Chem. 67: 1992–1997

    Article  CAS  Google Scholar 

  • Racette SB, Schoeller DA, Luke AH, Shay KHHJ, Kushner RF . 1994 Relative dilution spaces of 2H and 18O labeled water in humans Am. J. Physiol. 267: E585–E590

    CAS  PubMed  Google Scholar 

  • Reilly JJ, Lord A, Bunker VW, Prentice AM, Coward WA, Thomas AJ, Briggs RS . 1993 Energy balance in healthy elderly women Br. J. Nutr. 69: 21–27

    Article  CAS  Google Scholar 

  • Roberts SB . 1989 A review of the doubly labeled water method for measurement of total energy expenditure, total body water, water intake and metabolizable energy intake in humans and small animals Can. J. Physiol. Pharmac. 67: 1190–1198

    Article  CAS  Google Scholar 

  • Roberts SB, Young VR, Fuss P, Fiatarone MA, Richard B, Rasmussen H, Wagner D, Joseph L, Holehouse E, Evans WJ . 1990 Energy expenditure and subsequent nutrient intakes in overfed young men Am. J. Physiol. 259: R461–R469

    CAS  PubMed  Google Scholar 

  • Roberts SB, Heyman MB, Evans WJ, Fuss P, Tsay R, Young VR . 1991 Dietary energy requirements of young adult men, determined by using the doubly labeled water method Am. J. Clin. Nutr. 54: 499–505

    Article  CAS  Google Scholar 

  • Roberts SB, Young VR, Fuss P . 1992 What are the dietary energy needs of elderly adults? Int. J. Obes. Relat. Metab. Disord. 16: 969–976

    CAS  PubMed  Google Scholar 

  • Roeykens J, Rogers R, Meeusen R, Magnus L, Borms J, de Meieleir K . 1998 Validity and reliability in a Flemish population of the WHO-MONICA Optional Study of Physical Activity Questionnaire Med. Sci. Sport Exerc. 30: 1071–1075

    Article  CAS  Google Scholar 

  • Rush EC, Plank LD, Coward WA . 1999 Energy expenditure of young Polynesian and European women in New Zealand and relations to body composition Am. J. Clin. Nutr. 69: 43–48

    Article  CAS  Google Scholar 

  • Schoeller DA . 1988 Measurement of energy expenditure in free-living humans by using doubly labeled water J. Nutr. 118: 1278–1289

    Article  CAS  Google Scholar 

  • Schoeller DA, Ravussin E, Schutz Y, Acheson KJ, Baertschi P, Jequier E . 1986 Validation in humans and proposed calculation Am. J. Physiol. 250: (5 Pt 2) R823–R830

    CAS  Google Scholar 

  • Schoeller DA, Bandini LG, Dietz WH . 1990 Inaccuracies in self-reported intake identified by comparison with the doubly labelled water method Can. J. Physiol. Pharmac. 68: 941–949

    Article  CAS  Google Scholar 

  • Schofield WN . 1985 Predicting basal metabolic rate, new standards and review of previous work Hum. Nutr. Clin. Nutr 39C: (Suppl 1): 5–41

    Google Scholar 

  • Schulz LO, Schoeller DA . 1994 A compilation of total daily energy expenditures and body weights in healthy adults Am. J. Clin. Nutr. 60: 676–681

    Article  CAS  Google Scholar 

  • Shetty PS, Henry CJK, Black AE, Prentice AM . 1996 Energy requirements of adults: an update on basal metabolic rates (BMRs) and physical activity levels (PALs) Eur. J. Clin. Nutr. 50: (Suppl 1): S11–S23

    Google Scholar 

  • Singh J, Prentice AM, Diaz E, Coward WA, Ashford J, Sawyer M, Whitehead RG . 1989 Energy expenditure of Gambian women during peak agricultural activity measured by the doubly-labelled water method Br. J. Nutr. 62: 315–329

    Article  CAS  Google Scholar 

  • Southgate DA . 1973 Fiber and other unavailable carbohydrates and their effects on the energy value of the diet Proc. Nutr. Soc. 32: 131–136

    Article  CAS  Google Scholar 

  • Stein TP, Johnston FE, Greiner L . 1988 Energy expenditure and socioeconomic status in Guatemala as measured by the doubly labelled water method Am. J. Clin. Nutr. 47: 196–200

    Article  CAS  Google Scholar 

  • Surrao J, Sawaya AL, Dallal GE, Tsay R, Roberts SB . 1998 Use of food quotients in human doubly labeled water studies: comparable results obtained with four widely used food intake methods J. Am. Diet Assoc. 98: 1015–1020

    Article  CAS  Google Scholar 

  • van Assema P, Brug J, Kok G, Brants H . 1992 The reliability and validity of a Dutch questionnaire on fat consumption as a means to rank subjects according to individual fat intake Eur. J. Cancer Prev. 1: 375–380

    Article  CAS  Google Scholar 

  • van Loan MD . 1997 Multicompartment model of body composition assessment in Chinese-American adults Am. J. Hum. Biol. 9: 21–27

    Article  Google Scholar 

  • WHO. 1997 The MONICA Optional Study of Physical Activity (MOSPA) Med. Sci. Sports Exerc. 25: S162–S169

  • Yao M, Roberts SB, Ma GS, Pan H, McCrory MA . 2002 Field methods for body composition assessment are valid in healthy Chinese adults J. Nutr. (in press)

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Acknowledgements

We gratefully thank BM Popkin at the University of North Carolina at Chapel Hill, KY Ge at the Institute of Nutrition and Food Hygiene, and F Zheng at the Institute of Parasitic Diseases, Chinese Academy of Preventive Medicine, for discussions about the protocol; H Pan, J Song and SJ Gao for their technical assistance; I Ellis for performing isotopic analyses; Dr GE Dallal for statistical advice; P Fuss for assistance with the manuscript, and the subjects and their families for participating in the study.

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Correspondence to SB Roberts.

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Yao, M., McCrory, M., Ma, G. et al. Energy requirements of urban Chinese adults with manual or sedentary occupations, determined using the doubly labeled water method. Eur J Clin Nutr 56, 575–584 (2002). https://doi.org/10.1038/sj.ejcn.1601361

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