Estimation of activity related energy expenditure and resting metabolic rate in freely moving mice from indirect calorimetry data

PLoS ONE

Volumn 7, Issue 5, 2012, Pages

  van Klinken, Jan Bert ^a   van den Berg, Sjoerd A A ^a   Havekes, Louis M ^a,b   Willems Van Dijk, Ko ^a  

^a LEIDEN UNIVERSITY MEDICAL CENTER   (Netherlands)

^b TNO   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ANIMAL EXPERIMENT; ARTICLE; BODY WEIGHT; CALORIMETRY; CONTROLLED STUDY; DECOMPOSITION; ENERGY EXPENDITURE; FEMALE; LIPID DIET; MALE; METABOLIC RATE; MOUSE; NONHUMAN; PHYSICAL ACTIVITY; ANIMAL; BASAL METABOLIC RATE; C57BL MOUSE; LUNG GAS EXCHANGE; METHODOLOGY; MOTOR ACTIVITY; PHYSIOLOGY; REGRESSION ANALYSIS; REPRODUCIBILITY; TIME;

MUS;

ANIMALS; BASAL METABOLISM; CALORIMETRY; FEMALE; MALE; MICE; MICE, INBRED C57BL; MOTOR ACTIVITY; PULMONARY GAS EXCHANGE; REGRESSION ANALYSIS; REPRODUCIBILITY OF RESULTS; TIME FACTORS;

EID: 84860522959     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0036162     Document Type: Article

References (46)

1. Ravussin E, Lillioja S, Anderson TE, Christin L, Bogardus C, (1986) Determinants of 24-hour energy expenditure in man - methods and results using a respiratory chamber. J Clin Invest 78: 1568-1578.
2. Dauncey MJ, (1990) Activity and energy expenditure. Can J Physiol Pharmacol 68: 17-27.
3. Levine JA, Eberhardt NL, Jensen MD, (1999) Role of nonexercise activity thermogenesis in resistance to fat gain in humans. Science 283: 212-214.
4. Weinsier RL, Hunter GR, Desmond RA, Byrne NM, Zuckerman PA, et al. (2002) Free-living activity energy expenditure in women successful and unsuccessful at maintaining a normal body weight. Am J Clin Nutr 75: 499-504.
5. Novak CM, Kotz CM, Levine JA, (2006) Central orexin sensitivity, physical activity, and obesity in diet-induced obese and diet-resistant rats. Am J Physiol Endocrinol Metab 290: E396-403.
6. Bjursell M, Gerdin AK, Lelliott CJ, Egecioglu E, Elmgren A, et al. (2008) Acutely reduced locomotor activity is a major contributor to Western diet-induced obesity in mice. Am J Physiol Endocrinol Metab 294: 251-260.
7. Blaxter K, (1989) Energy Metabolism in Animals and Man. Cambridge University Press.
8. Bursztein S, Elwyn DH, Askanazi J, Kinney JM, (1989) Energy metabolism, indirect calorimetry, and nutrition. Baltimore Williams & Wilkins.
9. B C, Nedergaard J, (2011) Nonshivering thermogenesis and its adequate measurement in metabolic studies. J Exp Biol 15: 242-253.
10. Ravussin E, Lillioja S, Knowler WC, Christin L, Freymond D, et al. (1988) Reduced rate of energy expenditure as a risk factor for body-weight gain. N Eng J Med 318: 467-472.
11. Tataranni PA, Harper IT, Snitker S, Del PA, Vozarova B, et al. (2003) Body weight gain in freeliving Pima Indians: effect of energy intake vs expenditure. Int J Obes Rel Metab Disord 27: 1578-1583.
12. MacLean P, Higgins JA, Johnson GC, Fleming-Elder BK, Donahoo WT, et al. (2004) Enhanced metabolic efficiency contributes to weight regain after weight loss in obesity-prone rats. Am J Physiol Regul Integr Comp Physiol 287: R1306-R1315.
13. Nonogaki K, Abdallah L, Goulding EH, Bonasera SJ, Tecott LH, (2003) Hyperactivity and reduced energy cost of physical activity in serotonin 5-HT(2C) receptor mutant mice. Diabetes 52: 315-320.
14. Even PC, Perrier E, Aucouturier JL, Nicolaidis S, (1991) Utilisation of the method of Kalman filtering for performing the on-line computation of background metabolism in the free-moving, free-feeding rat. Physiol Behav 49: 177-187.
15. Deveaux V, Cadoudal T, Ichigotani Y, Teixeira-Clerc F, Louvet A, et al. (2009) Cannabinoid CB2 receptor potentiates obesity-associated inflammation, insulin resistance and hepatic steatosis. PLoS One 4: e5844.
16. Stepien M, Gaudichon C, Azzout-Marniche D, Fromentin G, Tomé D, et al. (2010) Postprandial nutrient partitioning but not energy expenditure is modified in growing rats during adaptation to a high-protein diet. J Nutr 140: 939-945.
17. Ruppert D, Wand MP, Carroll RJ, (2003) Semiparametric Regression. Cambridge Cambridge University Press.
18. Craven P, Wahba G, (1979) Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation. Numer Math 31: 377-403.
19. Arch JR, Hislop D, Wang SJ, Speakman JR, (2006) Some mathematical and technical issues in the measurement and interpretation of open-circuit indirect calorimetry in small animals. Int J Obes (Lond) 30: 1322-1331.
20. Lighton JRB, (2008) Measuring metabolic rates: a manual for scientists. New York Oxford University Press.
21. Tschöp MH, Speakman JR, Arch JR, Auwerx J, Brüning JC, et al. (2011) A guide to analysis of mouse energy metabolism. Nat Methods 9: 57-63.
22. Eilers PHC, Marx BD, (1996) Flexible smoothing with B-splines and penalties. Statist Sc 11: 89-121.
23. Cooper CE, Withers PC, (2010) Effect of sampling regime on estimation of basal metabolic rate and standard evaporative water loss using flow-through respirometry. Physiol Biochem Zool 83: 385-393.
24. Institute for Laboratory Animal Research (2011) Guide for the Care and Use of Laboratory Animals. Washington (DC) National Academies Press (US), 8th edition.
25. Lighton JRB, Halsey LG, (2010) Flow-Through respirometry applied to chamber systems: Pros and cons, hints and tips. Comp Biochem Physiol A Mol Integr Physiol 158: 265-275.
26. Proakis J, Manolakis D, (1992) Digital Signal Processing: Principles, Algorithms, and Applications. New York Macmillan Publishing Company.
27. Tou JCL, Wade CE, (2002) Determinants affecting physical activity levels in animal models. Exp Biol Med 227: 587-600.
28. Kaiyala KJ, Morton GJ, Leroux BG, Ogimoto K, Wisse B, et al. (2010) Identification of body fat mass as a major determinant of metabolic rate in mice. Diabetes 59: 1657-1666.
29. Liu C, Li S, Liu T, Borjigin J, Lin JD, (2007) Transcriptional coactivator pgc-1alpha integrates the mammalian clock and energy metabolism. Nature 447: 477-481.
30. Kohsaka A, Laposky AD, Ramsey KM, Estrada C, Joshu C, et al. (2007) High-fat diet disrupts behavioral and molecular circadian rhythms in mice. Cell Metab 6: 414-421.
31. Dulloo AG, Girardier L, (1990) Adaptive changes in energy expenditure during refeeding following low-calorie intake: evidence for a specific metabolic component favoring fat storage. Am J Clin Nutr 52: 415-420.
32. Even PC, Nicolaidis S, (1993) Adaptive changes in energy expenditure during mild and severe feed restriction in the rat. Br J Nutr 70: 421-431.
33. Even PC, Mokhtarian A, Pele A, (1994) Practical aspects of indirect calorimetry in laboratory animals. Neurosci Biobehav Rev 18: 435-447.
34. van Milgen J, Noblet J, Dubois S, Bernier JF, (1997) Dynamic aspects of oxygen consumption and carbon dioxide production in swine. Br J Nutr 78: 397-410.
35. Levine JA, (2002) Non-exercise activity thermogenesis (NEAT). Best Pract Res Clin Endocrinol Metab 16: 679-702.
36. Garland TJ, Schutz H, Chappell MA, Keeney BK, Meek TH, et al. (2011) The biological control of voluntary exercise, spontaneous physical activity and daily energy expenditure in relation to obesity: human and rodent perspectives. J Exp Biol 15: 206-229.
37. Morton GJ, Kaiyala KJ, Fisher JD, Ogimoto K, Schwartz MW, et al. (2011) Identification of a physiological role for leptin in the regulation of ambulatory activity and wheel running in mice. Am J Physiol Endocrinol Metab 300: E392-E401.
38. Tokuyama K, Ogata H, Katayose Y, Satoh M, (2009) Algorithm for transient response of whole body indirect calorimeter: deconvolution with a regularization parameter. Appl Physiol 106: 640-650.
39. Green PJ, (1987) Penalized likelihood for general semi-parametric regression models. Int Statist Rev 55: 245-259.
40. Fuller WA, (1987) Measurement Error Models. New York Wiley.
41. Nakamura T, (1990) Corrected score function for errors-in-variables models: Methodology and application to generalized linear models. Biometrika 77: 127-137.
42. Zhong XP, Fung WK, Wei BC, (2002) Estimation in linear models with random effects and errorsin-variables. Ann Inst Statist Math 54: 595-606.
43. Akaike H, (1974) A new look at the statistical model identification. IEEE Trans Automat Control 19: 716-723.
44. Ruppert D, (2002) Selecting the number of knots for penalized splines. J Comp Graph Statist 11: 735-757.
45. Lusk G, (1928) The elements of the science of nutrition. Philadelphia W. B. Saunders Co., 4th edition.
46. Oppenheim AV, Schafer RW, Buck JR, (1999) Discrete-time signal processing. Upper Saddle River Prentice Hall.