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Published in: European Journal of Applied Physiology 10/2018

01-10-2018 | Original Article

Validity of a triaxial accelerometer and simplified physical activity record in older adults aged 64–96 years: a doubly labeled water study

Authors: Yosuke Yamada, Yukako Hashii-Arishima, Keiichi Yokoyama, Aya Itoi, Tetsuji Adachi, Misaka Kimura

Published in: European Journal of Applied Physiology | Issue 10/2018

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Abstract

Background

The aim was to examine the validity of a triaxial accelerometer (ACCTRI) and a simplified physical activity record (sPAR) in estimating total energy expenditure (TEE) and physical activity level (PAL) in older adults with the doubly labeled water (DLW) method.

Methods

A total of 44 Japanese elderly individuals (64–96 years), of which 28 were community-dwelling healthy adults with or without sporting habits (S or NS group) and 16 were care home residents with frailty (F group), were included in the study. Basal metabolic rate (BMR) was measured by indirect calorimetry, TEE was obtained by the DLW method, and PAL was calculated as TEE/BMR. Daily step count was monitored by a pedometer (Lifecorder). The 24-h average metabolic equivalent was assessed by ACCTRI and sPAR.

Results

The TEEDLW in men was 2704 ± 353, 2308 ± 442, and 1795 ± 338 kcal d−1, and that in women was 2260 ± 208, 1922 ± 285, and 1421 ± 274 kcal d−1 for the S, NS, and F groups, respectively. ACCTRI and sPAR systematically underestimated actual TEE (− 14.2 ± 11.6 and − 15.3 ± 12.3% for ACCTRI and sPAR, respectively). After diet-induced thermogenesis was taken into account for ACCTRI and sPAR, TEEDLW was significantly correlated with TEEACCTRI (R2 = 0.714) and TEEsPAR (R2 = 0.668). PALDLW was also significantly correlated with PALACCTRI (R2 = 0.438) and PALsPAR (R2 = 0.402).

Conclusions

Age, living conditions, frailty, and sporting habits contribute to TEE and PAL in the elderly population. ACCTRI and sPAR underestimated TEE and PAL, and adequate corrections are required. The corrected ACCTRI and sPAR are both useful tools to estimate TEE and PAL.
Literature
go back to reference Blanc S, Schoeller DA, Bauer D, Danielson ME, Tylavsky F, Simonsick EM, Harris TB, Kritchevsky SB, Everhart JE (2004) Energy requirements in the eighth decade of life. Am J Clin Nutr 79(2):303–310CrossRefPubMed Blanc S, Schoeller DA, Bauer D, Danielson ME, Tylavsky F, Simonsick EM, Harris TB, Kritchevsky SB, Everhart JE (2004) Energy requirements in the eighth decade of life. Am J Clin Nutr 79(2):303–310CrossRefPubMed
go back to reference Broadwin J, Goodman-Gruen D, Slymen D (2001) Ability of fat and fat-free mass percentages to predict functional disability in older men and women. J Am Geriatr Soc 49(12):1641–1645CrossRefPubMed Broadwin J, Goodman-Gruen D, Slymen D (2001) Ability of fat and fat-free mass percentages to predict functional disability in older men and women. J Am Geriatr Soc 49(12):1641–1645CrossRefPubMed
go back to reference Chen KY, Muniyappa R, Abel BS, Mullins KP, Staker P, Brychta RJ, Zhao X, Ring M, Psota TL, Cone RD, Panaro BL, Gottesdiener KM, Van der Ploeg LH, Reitman ML, Skarulis MC (2015) RM-493, a melanocortin-4 receptor (MC4R) agonist, increases resting energy expenditure in obese individuals. J Clin Endocrinol Metab 100(4):1639–1645. https://doi.org/10.1210/jc.2014-4024 CrossRefPubMedPubMedCentral Chen KY, Muniyappa R, Abel BS, Mullins KP, Staker P, Brychta RJ, Zhao X, Ring M, Psota TL, Cone RD, Panaro BL, Gottesdiener KM, Van der Ploeg LH, Reitman ML, Skarulis MC (2015) RM-493, a melanocortin-4 receptor (MC4R) agonist, increases resting energy expenditure in obese individuals. J Clin Endocrinol Metab 100(4):1639–1645. https://​doi.​org/​10.​1210/​jc.​2014-4024 CrossRefPubMedPubMedCentral
go back to reference Davison KK, Ford ES, Cogswell ME, Dietz WH (2002) Percentage of body fat and body mass index are associated with mobility limitations in people aged 70 and older from NHANES III. J Am Geriatr Soc 50(11):1802–1809CrossRefPubMed Davison KK, Ford ES, Cogswell ME, Dietz WH (2002) Percentage of body fat and body mass index are associated with mobility limitations in people aged 70 and older from NHANES III. J Am Geriatr Soc 50(11):1802–1809CrossRefPubMed
go back to reference Hara T, Matsumura Y, Yamamoto M, Kitado T, Nakao H, Nakao H, Suzuki T, Yoshikawa T, Fujimoto S (2006) The relationship between body weight reduction and intensity of daily physical activities assessed with 3-dimension accelerometer. Jpn J Phys Fit Sports Med 55(4):385–391CrossRef Hara T, Matsumura Y, Yamamoto M, Kitado T, Nakao H, Nakao H, Suzuki T, Yoshikawa T, Fujimoto S (2006) The relationship between body weight reduction and intensity of daily physical activities assessed with 3-dimension accelerometer. Jpn J Phys Fit Sports Med 55(4):385–391CrossRef
go back to reference Health Promotion and Nutrition Division-Health Service Bureau, Ministry of Health and Welfare (1995) Recommended dietary allowances for the Japanese, 4th revision. Dai-ichi Shuppan, Tokyo Health Promotion and Nutrition Division-Health Service Bureau, Ministry of Health and Welfare (1995) Recommended dietary allowances for the Japanese, 4th revision. Dai-ichi Shuppan, Tokyo
go back to reference International Atomic Energy Agency (2009) IAEA human health series no. 3. Vienna International Centre, Vienna, pp 37–40 International Atomic Energy Agency (2009) IAEA human health series no. 3. Vienna International Centre, Vienna, pp 37–40
go back to reference International Atomic Energy Agency (2010) IAEA human health series no. 12. Vienna International Centre, Vienna, pp 9–11 International Atomic Energy Agency (2010) IAEA human health series no. 12. Vienna International Centre, Vienna, pp 9–11
go back to reference Ishikawa-Takata K, Tabata I, Sasaki S, Rafamantanantsoa HH, Okazaki H, Okubo H, Tanaka S, Yamamoto S, Shirota T, Uchida K, Murata M (2007) Physical activity level in healthy free-living Japanese estimated by doubly labelled water method and International Physical Activity Questionnaire. Eur J Clin Nutr 62(7):885–891CrossRefPubMed Ishikawa-Takata K, Tabata I, Sasaki S, Rafamantanantsoa HH, Okazaki H, Okubo H, Tanaka S, Yamamoto S, Shirota T, Uchida K, Murata M (2007) Physical activity level in healthy free-living Japanese estimated by doubly labelled water method and International Physical Activity Questionnaire. Eur J Clin Nutr 62(7):885–891CrossRefPubMed
go back to reference Kaiser M, Bandinelli S, Lunenfeld B (2010) Frailty and the role of nutrition in older people. A review of the current literature. Acta Bio Medica Atenei Parmensis 81(Suppl 1):37–45 Kaiser M, Bandinelli S, Lunenfeld B (2010) Frailty and the role of nutrition in older people. A review of the current literature. Acta Bio Medica Atenei Parmensis 81(Suppl 1):37–45
go back to reference Koebnick C, Wagner K, Thielecke F, Moeseneder J, Hoehne A, Franke A, Meyer H, Garcia AL, Trippo U, Zunft HJF (2005) Validation of a simplified physical activity record by doubly labeled water technique. Int J Obes Relat Metab Disord 29(3):302–309CrossRef Koebnick C, Wagner K, Thielecke F, Moeseneder J, Hoehne A, Franke A, Meyer H, Garcia AL, Trippo U, Zunft HJF (2005) Validation of a simplified physical activity record by doubly labeled water technique. Int J Obes Relat Metab Disord 29(3):302–309CrossRef
go back to reference Kumahara H, Schutz Y, Ayabe M, Yoshioka M, Yoshitake Y, Shindo M, Ishii K, Tanaka H (2004) The use of uniaxial accelerometry for the assessment of physical-activity-related energy expenditure: a validation study against whole-body indirect calorimetry. Br J Nutr 91(2):235–243. https://doi.org/10.1079/bjn20031033 CrossRefPubMed Kumahara H, Schutz Y, Ayabe M, Yoshioka M, Yoshitake Y, Shindo M, Ishii K, Tanaka H (2004) The use of uniaxial accelerometry for the assessment of physical-activity-related energy expenditure: a validation study against whole-body indirect calorimetry. Br J Nutr 91(2):235–243. https://​doi.​org/​10.​1079/​bjn20031033 CrossRefPubMed
go back to reference Matsumura Y, Yamamoto M, Kitado T, Nakamura H, Kidera K, Fujimoto S (2008) High-accuracy physical activity monitor utilizing three-axis accelerometer. Natl Tech Rep 56(2):60–66 Matsumura Y, Yamamoto M, Kitado T, Nakamura H, Kidera K, Fujimoto S (2008) High-accuracy physical activity monitor utilizing three-axis accelerometer. Natl Tech Rep 56(2):60–66
go back to reference Meng XL, Rosenthal R, Rubin DB (1992) Comparing correlated correlation-coefficients. Psychol Bull 111(1):172–175CrossRef Meng XL, Rosenthal R, Rubin DB (1992) Comparing correlated correlation-coefficients. Psychol Bull 111(1):172–175CrossRef
go back to reference Mian OS, Thom JM, Ardigo LP, Narici MV, Minetti AE (2006) Metabolic cost, mechanical work, and efficiency during walking in young and older men. Acta Physiol (Oxf) 186(2):127–139CrossRef Mian OS, Thom JM, Ardigo LP, Narici MV, Minetti AE (2006) Metabolic cost, mechanical work, and efficiency during walking in young and older men. Acta Physiol (Oxf) 186(2):127–139CrossRef
go back to reference Ministry of Health, Labour and Welfare Japan (2014) Estimated energy requirement. In: Hishida A, Sasaki S (eds) Dietary reference intakes for Japanese, 2015. Ministry of Health, Labour and Welfare, Tokyo, pp 59–87 Ministry of Health, Labour and Welfare Japan (2014) Estimated energy requirement. In: Hishida A, Sasaki S (eds) Dietary reference intakes for Japanese, 2015. Ministry of Health, Labour and Welfare, Tokyo, pp 59–87
go back to reference Ministry of Health, Labour and Welfare Japan (2017) Japan National Health and Nutrition Surveys 2016 Ministry of Health, Labour and Welfare Japan (2017) Japan National Health and Nutrition Surveys 2016
go back to reference Namba H, Yamaguchi Y, Yamada Y, Tokushima S, Hatamoto Y, Sagayama H, Kimura M, Higaki Y, Tanaka H (2012) Validation of web-based physical activity measurement systems using doubly labeled water. J Med Internet Res 14(5):e123CrossRefPubMedPubMedCentral Namba H, Yamaguchi Y, Yamada Y, Tokushima S, Hatamoto Y, Sagayama H, Kimura M, Higaki Y, Tanaka H (2012) Validation of web-based physical activity measurement systems using doubly labeled water. J Med Internet Res 14(5):e123CrossRefPubMedPubMedCentral
go back to reference Nanri H, Yamada Y, Yoshida T, Okabe Y, Nozawa Y, Itoi A, Yoshimura E, Watanabe Y, Yamaguchi M, Yokoyama K, Ishikawa-Takata K, Koyabashi H, Kimura M, Group K-KS (2018) Sex difference in the association between protein intake and frailty: assessed using the Kihon Checklist Indexes among the elderly. JAMDA (in Press) Nanri H, Yamada Y, Yoshida T, Okabe Y, Nozawa Y, Itoi A, Yoshimura E, Watanabe Y, Yamaguchi M, Yokoyama K, Ishikawa-Takata K, Koyabashi H, Kimura M, Group K-KS (2018) Sex difference in the association between protein intake and frailty: assessed using the Kihon Checklist Indexes among the elderly. JAMDA (in Press)
go back to reference Ortega JD, Farley CT (2007) Individual limb work does not explain the greater metabolic cost of walking in elderly adults. J Appl Physiol 102(6):2266–2273CrossRefPubMed Ortega JD, Farley CT (2007) Individual limb work does not explain the greater metabolic cost of walking in elderly adults. J Appl Physiol 102(6):2266–2273CrossRefPubMed
go back to reference Plasqui G, Westerterp KR (2007) Physical activity assessment with accelerometers: an evaluation against doubly labeled water. Obesity 15(10):2371–2379CrossRefPubMed Plasqui G, Westerterp KR (2007) Physical activity assessment with accelerometers: an evaluation against doubly labeled water. Obesity 15(10):2371–2379CrossRefPubMed
go back to reference Racette SB, Schoeller DA, Luke AH, Shay K, Hnilicka J, Kushner RF (1994) Relative dilution spaces of 2H- and 18O-labeled water in humans. Am J Physiol Endocrinol Metab 267(4):E585–E590CrossRef Racette SB, Schoeller DA, Luke AH, Shay K, Hnilicka J, Kushner RF (1994) Relative dilution spaces of 2H- and 18O-labeled water in humans. Am J Physiol Endocrinol Metab 267(4):E585–E590CrossRef
go back to reference Schoeller DA, Westerterp M (2017) Advances in the assessment of dietary intake. CRC Press, Boca RatonCrossRef Schoeller DA, Westerterp M (2017) Advances in the assessment of dietary intake. CRC Press, Boca RatonCrossRef
go back to reference Schoeller DA, Ravussin E, Schutz Y, Acheson KJ, Baertschi P, Jequier E (1986) Energy expenditure by doubly labeled water: validation in humans and proposed calculation. Am J Physiol Regul Integr Comp Physiol 250(5):R823–R830CrossRef Schoeller DA, Ravussin E, Schutz Y, Acheson KJ, Baertschi P, Jequier E (1986) Energy expenditure by doubly labeled water: validation in humans and proposed calculation. Am J Physiol Regul Integr Comp Physiol 250(5):R823–R830CrossRef
go back to reference World Health Organization (2017) ANNEX B Tables of health statistics by country, WHO region and globally. In: World Health Statistics 2017: monitoring health for the SDGs, pp 85–102 World Health Organization (2017) ANNEX B Tables of health statistics by country, WHO region and globally. In: World Health Statistics 2017: monitoring health for the SDGs, pp 85–102
go back to reference Yamada Y, Nanri H, Watanabe Y, Yoshida T, Yokoyama K, Itoi A, Date H, Yamaguchi M, Miyake M, Yamagata E, Tamiya H, Nishimura M, Fujibayashi M, Ebine N, Yoshida M, Kikutani T, Yoshimura E, Ishikawa-Takata K, Yamada M, Nakaya T, Yoshinaka Y, Fujiwara Y, Arai H, Kimura M (2017) Prevalence of frailty assessed by Fried and Kihon Checklist Indexes in a prospective cohort study: design and demographics of the Kyoto-Kameoka longitudinal study. J Am Med Dir Assoc 18(8):733.e737–733.e715. https://doi.org/10.1016/j.jamda.2017.02.022 CrossRef Yamada Y, Nanri H, Watanabe Y, Yoshida T, Yokoyama K, Itoi A, Date H, Yamaguchi M, Miyake M, Yamagata E, Tamiya H, Nishimura M, Fujibayashi M, Ebine N, Yoshida M, Kikutani T, Yoshimura E, Ishikawa-Takata K, Yamada M, Nakaya T, Yoshinaka Y, Fujiwara Y, Arai H, Kimura M (2017) Prevalence of frailty assessed by Fried and Kihon Checklist Indexes in a prospective cohort study: design and demographics of the Kyoto-Kameoka longitudinal study. J Am Med Dir Assoc 18(8):733.e737–733.e715. https://​doi.​org/​10.​1016/​j.​jamda.​2017.​02.​022 CrossRef
go back to reference Yamada Y, Kemnitz JW, Weindruch R, Anderson RM, Schoeller DA, Colman RJ (2018) Caloric restriction and healthy life span: frail phenotype of nonhuman primates in the Wisconsin national primate research center caloric restriction study. J Gerontol Ser A 73(3):273–278. https://doi.org/10.1093/gerona/glw225 CrossRef Yamada Y, Kemnitz JW, Weindruch R, Anderson RM, Schoeller DA, Colman RJ (2018) Caloric restriction and healthy life span: frail phenotype of nonhuman primates in the Wisconsin national primate research center caloric restriction study. J Gerontol Ser A 73(3):273–278. https://​doi.​org/​10.​1093/​gerona/​glw225 CrossRef
go back to reference Yamaguchi M, Yoshida T, Yamada Y, Watanabe Y, Nanri H, Yokoyama K, Date H, Miyake M, Itoi A, Yamagata E, Masumoto T, Okayama Y, Yoshinaka Y, Kimura M (2018) Sociodemographic and physical predictors of non-participation in community based physical checkup among older neighbors: a case-control study from the Kyoto–Kameoka Longitudinal Study, Japan. BMC Public Health 18(1):568. https://doi.org/10.1186/s12889-018-5426-5 CrossRefPubMedPubMedCentral Yamaguchi M, Yoshida T, Yamada Y, Watanabe Y, Nanri H, Yokoyama K, Date H, Miyake M, Itoi A, Yamagata E, Masumoto T, Okayama Y, Yoshinaka Y, Kimura M (2018) Sociodemographic and physical predictors of non-participation in community based physical checkup among older neighbors: a case-control study from the Kyoto–Kameoka Longitudinal Study, Japan. BMC Public Health 18(1):568. https://​doi.​org/​10.​1186/​s12889-018-5426-5 CrossRefPubMedPubMedCentral
Metadata
Title
Validity of a triaxial accelerometer and simplified physical activity record in older adults aged 64–96 years: a doubly labeled water study
Authors
Yosuke Yamada
Yukako Hashii-Arishima
Keiichi Yokoyama
Aya Itoi
Tetsuji Adachi
Misaka Kimura
Publication date
01-10-2018
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Applied Physiology / Issue 10/2018
Print ISSN: 1439-6319
Electronic ISSN: 1439-6327
DOI
https://doi.org/10.1007/s00421-018-3944-6

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