Trends in spontaneous physical activity and energy expenditure among adults in a respiratory chamber, 1985 to 2005
Katherine T. Travis
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Search for more papers by this authorTakafumi Ando
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Human-Centered Mobility Research Center, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan
Search for more papers by this authorEmma J. Stinson
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Search for more papers by this authorJonathan Krakoff
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Search for more papers by this authorMarci E. Gluck
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Search for more papers by this authorPaolo Piaggi
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Search for more papers by this authorCorresponding Author
Douglas C. Chang
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Correspondence
Douglas C. Chang, Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, 4212 N. 16th St., Phoenix, AZ 85016, USA.
Email: [email protected]
Search for more papers by this authorKatherine T. Travis
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Search for more papers by this authorTakafumi Ando
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Human-Centered Mobility Research Center, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan
Search for more papers by this authorEmma J. Stinson
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Search for more papers by this authorJonathan Krakoff
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Search for more papers by this authorMarci E. Gluck
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Search for more papers by this authorPaolo Piaggi
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Search for more papers by this authorCorresponding Author
Douglas C. Chang
Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
Correspondence
Douglas C. Chang, Obesity and Diabetes Clinical Research Section, Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, 4212 N. 16th St., Phoenix, AZ 85016, USA.
Email: [email protected]
Search for more papers by this authorFunding information
This research was supported by the Intramural Research Program of the National Institutes of Health and the National Institute of Diabetes and Digestive and Kidney Diseases.
Abstract
Objective
Fidgeting, a type of spontaneous physical activity (SPA), has substantial thermogenic potential. This research aims to examine secular trends in SPA and energy expenditure (EE) inside a respiratory chamber.
Methods
From 1985 to 2005, healthy adults (n = 678; mean age: 28.8 years; men: 60%; 522 Indigenous American, 129 White, and 27 Black) had a 24-hour stay in the respiratory chamber equipped with radar sensors. Body composition, glucose tolerance, fasting insulin, insulin action (hyperinsulinemic-euglycemic clamp), and insulin secretion (intravenous glucose tolerance test) were measured as covariates.
Results
SPA, adjusted for age, sex, race, and body composition, declined (r = −0.30, p < 0.0001), with a concomitant rise in the energy cost of SPA (r = 0.30, p < 0.0001). The 24-hour EE adjusted for covariates increased (r = 0.31, p < 0.0001), which was reflected in increases in EE during sleep (r = 0.18, p < 0.0001) and during the awake, fed condition (r = 0.28, p < 0.0001). The secular trends in SPA or 24-hour EE were unchanged with adjustment for measures related to glucose metabolism.
Conclusions
Secular trend analyses showed a decline in fidgeting. However, this decline in SPA was partially counterbalanced by an increase in energy cost of this activity and a rise in EE. Nevertheless, our results support public health efforts to promote small but sustained changes in these behaviors.
CONFLICT OF INTEREST
The authors declared no conflict of interest.
Supporting Information
Filename | Description |
---|---|
oby23347-sup-0001-FigS1-S4.docxWord 2007 document , 734.7 KB | Fig S1-S4 |
oby23347-sup-0002-Supinfo.docxWord 2007 document , 12.7 KB | Supplementary Material |
Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.
REFERENCES
- 1Finucane MM, Stevens GA, Cowan MJ, et al. National, regional, and global trends in body-mass index since 1980: systematic analysis of health examination surveys and epidemiological studies with 960 country-years and 9.1 million participants. Lancet. 2011; 377(9765): 557-567.
- 2Hruby A, Hu FB. The epidemiology of obesity: a big picture. Pharmacoeconomics. 2015; 33(7): 673-689.
- 3Hales CM, Carroll MD, Fryar CD, Ogden CL. Prevalence of obesity and severe obesity among adults: United States, 2017–2018. NCHS Data Brief, no. 360. National Center for Health Statistics; 2020.
- 4Pavkov ME, Hanson RL, Knowler WC, Bennett PH, Kpakoff J, Nelson RG. Changing patterns of type 2 diabetes incidence among Pima Indians. Diabetes Care. 2007; 30(7): 1758-1763.
- 5Black AE, Coward WA, Cole TJ, Prentice AM. Human energy expenditure in affluent societies: an analysis of 574 doubly-labelled water measurements. Eur J Clin Nutr. 1996; 50(2): 72-92.
- 6Ravussin E. Physiology. A NEAT way to control weight? Science. 2005; 307(5709): 530-531.
- 7Levine JA, Eberhardt NL, Jensen MD. Role of nonexercise activity thermogenesis in resistance to fat gain in humans. Science. 1999; 283(5399): 212-214.
- 8Ravussin E, Lillioja S, Knowler WC, et al. Reduced rate of energy-expenditure as a risk factor for body-weight gain. N Engl J Med. 1988; 318(8): 467-472.
- 9Owen N, Sparling PB, Healy GN, Dunstan DW, Matthews CE. Sedentary behavior: emerging evidence for a new health risk. Mayo Clin Proc. 2010; 85(12): 1138-1141.
- 10Yang L, Cao C, Kantor ED, et al. Trends in sedentary behavior among the US population, 2001-2016. JAMA. 2019; 321(16): 1587-1597.
- 11Church TS, Thomas DM, Tudor-Locke C, et al. Trends over 5 decades in U.S. occupation-related physical activity and their associations with obesity. PLoS One. 2011; 6:e19657. doi:10.1371/journal.pone.0019657
- 12Anderssen N, Jacobs DR Jr, Sidney S, et al. Change and secular trends in physical activity patterns in young adults: a seven-year longitudinal follow-up in the Coronary Artery Risk Development in Young Adults study (CARDIA). Am J Epidemiol. 1996; 143(4): 351-362.
- 13Chau JY, Merom D, Grunseit A, Rissel C, Bauman AE, van der Ploeg HP. Temporal trends in non-occupational sedentary behaviours from Australian Time Use Surveys 1992, 1997 and 2006. Int J Behav Nutr Phys Act. 2012; 9(1): 76. doi: 10.1186/1479-5868-9-76
- 14Prince SA, Cardilli L, Reed JL, et al. A comparison of self-reported and device measured sedentary behaviour in adults: a systematic review and meta-analysis. Int J Behav Nutr Phys Act. 2020; 17(1): 31. doi: 10.1186/s12966-020-00938-3
- 15Lichtman SW, Pisarska K, Berman ER, et al. Discrepancy between self-reported and actual caloric-intake and exercise in obese subjects. N Engl J Med. 1992; 327(27): 1893-1898.
- 16Pietiläinen KH, Korkeila M, Bogl LH, et al. Inaccuracies in food and physical activity diaries of obese subjects: complementary evidence from doubly labeled water and co-twin assessments. Int J Obes (Lond). 2010; 34(3): 437-445.
- 17Ravussin E, Lillioja S, Anderson TE, Christin L, Bogardus C. Determinants of 24-hour energy-expenditure in man - methods and results using a respiratory chamber. J Clin Invest. 1986; 78(6): 1568-1578.
- 18Piaggi P, Thearle MS, Bogardus C, Krakoff J. Lower energy expenditure predicts long-term increases in weight and fat mass. J Clin Endocr Metab. 2013; 98(4): E703-E707.
- 19Zurlo F, Lillioja S, Esposito Del Puente A, et al. Low ratio of fat to carbohydrate oxidation as predictor of weight-gain - study of 24-h RQ. Am J Physiol. 1990; 259(5 Pt 1): E650-E657.
- 20Zurlo F, Ferraro RT, Fontvieille AM, Rising R, Bogardus C, Ravussin E. Spontaneous physical-activity and obesity - cross-sectional and longitudinal-studies in Pima-Indians. Am J Physiol. 1992; 263(2 Pt 1): E296-E300.
- 21Levine JA, Schleusner SJ, Jensen MD. Energy expenditure of nonexercise activity. Am J Clin Nutr. 2000; 72(6): 1451-1454.
- 22Tsuneki H, Wada T, Sasaoka T. Role of orexin in the regulation of glucose homeostasis. Acta Physiol (Oxf). 2010; 198(3): 335-348.
- 23Tsuneki H, Murata S, Anzawa Y, et al. Age-related insulin resistance in hypothalamus and peripheral tissues of orexin knockout mice. Diabetologia. 2008; 51(4): 657-667.
- 24Ferraro R, Boyce VL, Swinburn B, De Gregorio M, Ravussin E. Energy-cost of physical-activity on a metabolic ward in relationship to obesity. Am J Clin Nutr. 1991; 53(6): 1368-1371.
- 25Jequier E, Acheson K, Schutz Y. Assessment of energy expenditure and fuel utilization in man. Annu Rev Nutr. 1987; 7(1): 187-208.
- 26Genuth S, Alberti KGMM, Bennett P, et al. Follow-up report on the diagnosis of diabetes mellitus. Diabetes Care. 2003; 26(11): 3160-3167.
- 27Tataranni PA, Ravussin E. Use of dual-energy X-ray absorptiometry in obese individuals. Am J Clin Nutr. 1995; 62(4): 730-734.
- 28Abbott WG, Howard BV, Christin L, et al. Short-term energy-balance - relationship with protein, carbohydrate, and fat balances. Am J Physiol. 1988; 255(3 Pt 1): E332-E337.
- 29Lusk G. Animal calorimetry. Twenty-fourth paper. Analysis of the oxidation of mixtures of carbohydrate and fat. J Biol Chem. 1924; 59(1): 41-42.
- 30Piaggi P, Krakoff J, Bogardus C, Thearle MS. Lower “awake and fed thermogenesis” predicts future weight gain in subjects with abdominal adiposity. Diabetes. 2013; 62(12): 4043-4051.
- 31Herbert V, Lau KS, Gottlieb CW, Bleicher SJ. Coated charcoal immunoassay of insulin. J Clin Endocrinol Metab. 1965; 25(10): 1375-1384.
- 32Lillioja S, Mott DM, Spraul M, et al. Insulin-resistance and insulin secretory dysfunction as precursors of non-insulin-dependent diabetes-mellitus - prospective studies of Pima-Indians. N Engl J Med. 1993; 329(27): 1988-1992.
- 33Lillioja S, Bogardus C. Obesity and insulin resistance: lessons learned from the Pima Indians. Diabetes Metab Rev. 1988; 4(5): 517-540.
- 34Amati F, Dube JJ, Shay C, Goodpaster BH. Separate and combined effects of exercise training and weight loss on exercise efficiency and substrate oxidation. J Appl Physiol (1985). 2008; 105(3): 825-831.
- 35Hanson RL, Pratley RE, Bogardus C, et al. Evaluation of simple indices of insulin sensitivity and insulin secretion for use in epidemiologic studies. Am J Epidemiol. 2000; 151(2): 190-198.
- 36Snitker S, Tataranni PA, Ravussin E. Spontaneous physical activity in a respiratory chamber is correlated to habitual physical activity. Int J Obes Relat Metab Disord. 2001; 25(10): 1481-1486.
- 37Bird SR, Hawley JA. Update on the effects of physical activity on insulin sensitivity in humans. BMJ Open Sport Exerc Med. 2016; 2(1):e000143. doi:10.1136/bmjsem-2016-000143
- 38Hennige AM, Sartorius T, Lutz SZ, et al. Insulin-mediated cortical activity in the slow frequency range is diminished in obese mice and promotes physical inactivity. Diabetologia. 2009; 52(11): 2416-2424.
- 39Hao Y-Y, Yuan H-W, Fang P-H, et al. Plasma orexin-A level associated with physical activity in obese people. Eat Weight Disord. 2017; 22: 69-77.
- 40Healy GN, Matthews CE, Dunstan DW, Winkler EAH, Owen N. Sedentary time and cardio-metabolic biomarkers in US adults: NHANES 2003–06. Eur Heart J. 2011; 32(5): 590-597.
- 41Wang H, Ye J. Regulation of energy balance by inflammation: common theme in physiology and pathology. Rev Endocr Metab Disord. 2015; 16(1): 47-54.
- 42He J, Le DS, Xu X, Scalise M, Ferrante AW, Krakoff J. Circulating white blood cell count and measures of adipose tissue inflammation predict higher 24-h energy expenditure. Eur J Endocrinol. 2010; 162(2): 275-280.
- 43Gonnissen HK, Drummen M, Rosique Esteban N, Schoffelen PF, Westerterp-Plantenga MS. Overnight energy expenditure determined by whole-body indirect calorimetry does not differ during different sleep stages. Am J Clin Nutr. 2013; 98(4): 867-871.
- 44Bin YS, Marshall NS, Glozier N. Secular trends in adult sleep duration: a systematic review. Sleep Med Rev. 2012; 16: 223-230.
- 45Blundell JE, Caudwell P, Gibbons C, et al. Role of resting metabolic rate and energy expenditure in hunger and appetite control: a new formulation. Dis Model Mech. 2012; 5(5): 608-613.