BIOELECTRICAL IMPEDANCE METHOD FOR BODY COMPOSITION ASSESSMENT IN JAPANESE ADULT FEMALES AND ITS CROSS-VALIDITY

Several prediction equations for estimating body composition of Japanese men and women have recently been developed using a linear regression model with a combination of impedance and anthropometric measurements as independent variables. The purpose of this study was to determine the cross-validity...

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Published inJapanese Journal of Physical Fitness and Sports Medicine Vol. 41; no. 4; pp. 467 - 476
Main Authors MIYAKE, MARI, MAEDA, KAZUYA, WATANABE, KANJI, NAKADOMO, FUMIO, TANAKA, KIYOJI
Format Journal Article
LanguageEnglish
Published The Japanese Society of Physical Fitness and Sports Medicine 1992
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ISSN0039-906X
1881-4751
DOI10.7600/jspfsm1949.41.467

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Abstract Several prediction equations for estimating body composition of Japanese men and women have recently been developed using a linear regression model with a combination of impedance and anthropometric measurements as independent variables. The purpose of this study was to determine the cross-validity of body density (Db) estimated from bioelectrical impedance (BI) and skinfold thickness (ST) methods in comparison with underwater weighing (UW) as a criterion reference method. Percentage body fat (%BF) was derived from Db according to the equation Brozek et al. Fifty-seven healthy Japanese women, aged 19 to 57 years, volunteered to participate in the study. Impedance was measured by use of a portable four-terminal impedance plethysmograph (Selco, SIF-891) . %BF derived from the BI method (r=0.860-0.875) was correlated with hydrodensitometrically determined %BF to a greater extent than %BF obtained using the ST method (r=0.7330.758) or ultrasound method (r=0.536-0.721) . Correlations of various anthropometric indices (r=0.655-0.691) with hydrodensitometrically determined %BF were even lower. It was noteworthy, however, that mean %BF derived from existing BI equations differed significantly from hydrodensitometrically determined mean %BF. Therefore, we attempted to develop a new equation that was applicable to Japanese adult women as follows: Db=1.1613-0.1038 (Wt⋅Z ) /Ht2, where Wt=weight in kg, Z=impedance in ohms, and Ht=height in cm. The prediction accuracy of this equation was r=0.866 or SEE=0.0077 g/ml. Cross-validation of this equation on a different sample (122 Japanese women, aged 18 to 59 years) revealed a correlation of r=0.869 in terms of %BF, SEE=3.2%, and no significant difference between estimated %BF and the criterion. We suggest that the BI method is one of the most convenient, valid means of assessing human body composition, and that the newly developed BI equation could be useful particularly when the subjects are Japanese adult women in their late teens to fifties.
AbstractList Several prediction equations for estimating body composition of Japanese men and women have recently been developed using a linear regression model with a combination of impedance and anthropometric measurements as independent variables. The purpose of this study was to determine the cross-validity of body density (Db) estimated from bioelectrical impedance (BI) and skinfold thickness (ST) methods in comparison with underwater weighing (UW) as a criterion reference method. Percentage body fat (%BF) was derived from Db according to the equation Brozek et al. Fifty-seven healthy Japanese women, aged 19 to 57 years, volunteered to participate in the study. Impedance was measured by use of a portable four-terminal impedance plethysmograph (Selco, SIF-891) . %BF derived from the BI method (r=0.860-0.875) was correlated with hydrodensitometrically determined %BF to a greater extent than %BF obtained using the ST method (r=0.7330.758) or ultrasound method (r=0.536-0.721) . Correlations of various anthropometric indices (r=0.655-0.691) with hydrodensitometrically determined %BF were even lower. It was noteworthy, however, that mean %BF derived from existing BI equations differed significantly from hydrodensitometrically determined mean %BF. Therefore, we attempted to develop a new equation that was applicable to Japanese adult women as follows: Db=1.1613-0.1038 (Wt⋅Z ) /Ht2, where Wt=weight in kg, Z=impedance in ohms, and Ht=height in cm. The prediction accuracy of this equation was r=0.866 or SEE=0.0077 g/ml. Cross-validation of this equation on a different sample (122 Japanese women, aged 18 to 59 years) revealed a correlation of r=0.869 in terms of %BF, SEE=3.2%, and no significant difference between estimated %BF and the criterion. We suggest that the BI method is one of the most convenient, valid means of assessing human body composition, and that the newly developed BI equation could be useful particularly when the subjects are Japanese adult women in their late teens to fifties.
Author TANAKA, KIYOJI
NAKADOMO, FUMIO
MAEDA, KAZUYA
MIYAKE, MARI
WATANABE, KANJI
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43) Van Loan, M, and Mayclin, P. (1987) : Bioelectrical impedance analysis: Is it a reliable estimator of lean body mass and total body water?, Hum. Biol., 59, 299-309.
1) Baumgartner, R. N., Chumlea, Wm. C, and Roche, A. F. (1990) : Bioelectrical impedance for body composition. Exercise and Sport Sciences Reviews Vol. 18, (Ed.) Pandolf, K. B, and Holloszy, J. O., ACSM, pp. 193-224.
33) Rathbun, E. N, and Pace, N. (1945) : Studies on body composition. I. The determination of total body fat by means of the body specific gravity. J. Biol. Chem., 158, 667-676.
40) 田中喜代次, 中塘二三生, 羽間鋭雄, 前田如矢 (1990) : 身体組成評価におけるインピーダンス法の妥当性と客観性の検討. 臨床スポーツ医学, 7, 939-945.
11) Keys, A, and Brozek, J. (1953) .: Body fat in adult men. Physiol. Rev., 33, 245-325.
16) 国井実, 鈴木陽二 (1988) : イソピーダンス法による児童の身体組成の測定. 体力科学, 37, 685.
20) Lukaski, H. C., Bolonchuk, W. W., Hall, C. B, and Siders, W. A. (1986) : Validation of tetrapolar bioelectrical impedance method to assess human body composition. J. Appl. Physiol., 60, 1327-1332.
3) 藤本薫, 渡辺孟, 坂本淳, 湯川幸一, 森本和枝 (1968) : 日本人の体表面積に関する研究, 第18編三期にまとめた算出式. 日衛誌, 23, 443-450.
15) Kushner, R. F, and Schoeller, D. A. (1986) : Estimation of total body water by bioelectrical impedance analysis. Am. J. Clin. Nutr., 44, 417-424.
5) Gray, D. S., Bray, G. A., Gemayel, N, and Kaplan, K. (1989) : Effects of obesity on bioelectrical impedance. Am. J. Clin. Nutr., 50, 255-260.
22) Lukaski, H. C., Johnson, P. E., Bolonchuk, W. W. and Lykken, G. I. (1985) : Assessment of fat-free mass using bioelectrical impedance measurements of the human body. Am. J. Clin. Nutr., 41, 810-817
44) Wilmore, J. H. (1969) : The use of actual, predicted and constant residual volume in the assessment of the body composition by underwater weighing. Med. Sci. Sports, 1, 87-90.
17) 国井実 (1989) : イソピーダソス法による身体組成の測定. 保健の科学, 31, 448-452.
25) 中塘二三生, 田中喜代次, 羽間鋭雄, 前田如矢 (1990) : Bioelectrical impedance法による日本女性の身体組成評価. 体力科学, 39, 164-172.
38) Siri, W. E. (1956) : Body composition from fluid spaces and density. Berkely, Calif.: Donner Lab. Med. Physics, Univ, of Calif. Rept., 19 Mach.
34) Rinke, L. W. J. (1986) : Electrical impedance: a new technique to assess human body composition. Milit. Med., 151, 338-341.
23) Nagamine, S. and Suzuki, S. (1964) : Anthropometry and body composition of Japanese young men and women. Hum. Biol., 36, 8-15.
6) Hodgdon, J. A, and Fitzgerald, P. I. (1987) : Validity of impedance predictions at various levels of fatness. Hum. Biol., 59, 281-298.
8) Jackson, A. S., Pollock, M. L., Graves, J. E, and Mahar, M. T. (1988) : Reliability and validity of bioelectrical impedance in determining body composition. J. Appl. Physiol., 64, 529-534.
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42) Tanaka, K., Nakadomo, F., Watanabe, K., Inagaki, A., Kim, H. K, and Matsuura, Y. (1991) : Assess. ment of body composition by bioelectrical impedance technique in Japanese obese women. Proceedings of International Conference on Human-Environment System. Tokyo, pp. 3-7.
27) Nakadomo, F., Tanaka, K., Hazama, T, and Maeda, K. (1990) : Validation of body composition as-sessed by bioelectrical impedance analysis. Jpn. J. Appl. Physiol, , 20, 321-330.
35) Schell, B, and Gross, R. (1987) ; The reliability of bioelectrical impedance measurements in the assessment of body composition in healthy adults. Nutr. Rep. Int., 36, 449-459.
9) Katch, F. I., Keller, B, and Solomon, R. (1986) : Validity of BIA for estimating body fat in cardiac and pulmonary patients, and black and white men and women matched for age and body fat. Med. Sci. Sports Exerc., 18, S 17.
24) 長嶺晋吉 (1979) : スポーツとエネルギー・運動, 長峰晋吉 (編) , 初版, 第9章肥満と体重減量法. 大修館, 東京, pp, 259-283.
39) Siu, M-L., Elsen, R., Mazaregos, M., Solomon, N. W, and Pineda, O. (1986) : Evaluation through sequential determination of the stability of bioelectrical impedance measurements for body composition analysis, (In) In vivo body composition sutudies. (Ed.) Ellis, K. J., Yasumura, S, and Morgan, W. D., The Institute of Physical Sciences in Medicine. Publication Department, New York, pp.189-194.
31) 中塘二三生, 田中喜代次, =横山高彬, 前田如矢 (1990) : 電極の差異がbioelectrical impedance値に及ぼす影響. Ann. Physiol. Anthrop. , 9, 41-45.
12) 金憲経, 松浦義行, 田中喜代次, 朴兌渉, 中塘二三生 (1990) : インピーダンス法を利用した肥満成人女性の身体組成の評価. 教育医学, 36, 212-217.
13) 金憲経, 田中喜代次, 中塘二三生, 渡辺完児 (1991) : 小学生の身体組成評価法としての皮下脂肪厚法とインピーダンス法の妥当性. いばらき体育・スポーツ科学, 6, 23-29.
29) 中塘二三生, 田中喜代次, 渡辺一志, 渡辺完児, 前田如矢 (1991) : Bioelectrical impedance analysisによる身体組成の評価: 測定肢の違いによる影響. 体力科学, 40, 93-101.
18) Lukaski, H. C. (1987) : Methods for the assess. ment of human body composition: traditional and new. Am. J. Clin. Nutr., 46, 537-556.
19) Lukaski, H. C, and Bolonchuk, W. W. (1986) : Validation of the bioelectrical impedance (BI) method to assess body composition in athletes. Med. Sci. Sports Exerc., 18, S16.
36) Segal, K. R., Gutin, B., Presta, E., Wang, J, and Van Itallie, T. B. (1985) : Estimation of human body composition by electrical impedance method: a comparative study. J. Appl, Physiol., 58, 1565-1571.
32) 小川新吉, 斉藤晋能, 増田幹, 服部正明, 渡辺富貴子, 石山育朗 (1984) : 超音波による皮脂厚の計測と身体組成に関する研究. 第5回日本肥満学会記録, 192-193.
28) 中塘二三生, 田中喜代次, 中川敬, 羽間鋭雄, 金絃秀, 村上功, 沢口昌弘, 前田如矢 (1990) : 超音波皮脂厚計 (Aモード) による体組成の評価. 大阪府立看護短期大学紀要, 12, 129-133.
30) 中塘二三生, 田中喜代次, 渡辺完児, 前田如矢 (1991) : Bioelectrical impedance法による身体組成値の再現性と個人内変動. 臨床スポーツ医学, 8, 57-63.
4) Graves, J. E., Pollock, M. L., Colvin, A. B., Van Loan, M, and Lohman, T. G. (1989) : Comparison of different bioelectrical impedance analyzers in the prediction of body composition. Am. J. Hum. Biol., 1, 603-611.
41) Tanaka, K., Nakadomo, F., Hazama, T., Maeda, K. and Matsuura, Y. (1991) : Crossvalidation of prediction equations for body composition in obese women. Bull. Health & Sport Sciences, Univ, of Tsukuba, 14, 223-231.
14) Komiya, S, and Masuda, T. (1990) : Estimation of human body composition by bioelectrical impedance measurements-Equation for estimating total body water in Japanese subjects-. Jpn. J. Phys. Fitness Sports Med., 39, 53-59.
37) Segal, K. R., Van Loan, M., Fitzgerald, P. I., Hodgdon, J. A, and Van Itallie, T. B. (1988) Lean body mass estimation by bioelectrical impedance analysis: a four-site cross-validation study. Am. J. Clin. Nutr., 41, 7-14.
7) 石田良恵, 角田直也, 金久博昭, 近藤正勝, 福永哲夫 (1985) : 超音波を用いた体脂肪率の推定. 第6回日本肥満学会記録, 68-70.
10) Keller, B, and Katch, F. I. (1986) : Validity of BIA to predict body fat in underfat, normal, and overfat males and females, and comparison to sex-specific fatfold equations. Med. Sci. Sports Exerc., 18, S17.
References_xml – reference: 1) Baumgartner, R. N., Chumlea, Wm. C, and Roche, A. F. (1990) : Bioelectrical impedance for body composition. Exercise and Sport Sciences Reviews Vol. 18, (Ed.) Pandolf, K. B, and Holloszy, J. O., ACSM, pp. 193-224.
– reference: 38) Siri, W. E. (1956) : Body composition from fluid spaces and density. Berkely, Calif.: Donner Lab. Med. Physics, Univ, of Calif. Rept., 19 Mach.
– reference: 31) 中塘二三生, 田中喜代次, =横山高彬, 前田如矢 (1990) : 電極の差異がbioelectrical impedance値に及ぼす影響. Ann. Physiol. Anthrop. , 9, 41-45.
– reference: 20) Lukaski, H. C., Bolonchuk, W. W., Hall, C. B, and Siders, W. A. (1986) : Validation of tetrapolar bioelectrical impedance method to assess human body composition. J. Appl. Physiol., 60, 1327-1332.
– reference: 4) Graves, J. E., Pollock, M. L., Colvin, A. B., Van Loan, M, and Lohman, T. G. (1989) : Comparison of different bioelectrical impedance analyzers in the prediction of body composition. Am. J. Hum. Biol., 1, 603-611.
– reference: 37) Segal, K. R., Van Loan, M., Fitzgerald, P. I., Hodgdon, J. A, and Van Itallie, T. B. (1988) Lean body mass estimation by bioelectrical impedance analysis: a four-site cross-validation study. Am. J. Clin. Nutr., 41, 7-14.
– reference: 25) 中塘二三生, 田中喜代次, 羽間鋭雄, 前田如矢 (1990) : Bioelectrical impedance法による日本女性の身体組成評価. 体力科学, 39, 164-172.
– reference: 40) 田中喜代次, 中塘二三生, 羽間鋭雄, 前田如矢 (1990) : 身体組成評価におけるインピーダンス法の妥当性と客観性の検討. 臨床スポーツ医学, 7, 939-945.
– reference: 35) Schell, B, and Gross, R. (1987) ; The reliability of bioelectrical impedance measurements in the assessment of body composition in healthy adults. Nutr. Rep. Int., 36, 449-459.
– reference: 44) Wilmore, J. H. (1969) : The use of actual, predicted and constant residual volume in the assessment of the body composition by underwater weighing. Med. Sci. Sports, 1, 87-90.
– reference: 30) 中塘二三生, 田中喜代次, 渡辺完児, 前田如矢 (1991) : Bioelectrical impedance法による身体組成値の再現性と個人内変動. 臨床スポーツ医学, 8, 57-63.
– reference: 36) Segal, K. R., Gutin, B., Presta, E., Wang, J, and Van Itallie, T. B. (1985) : Estimation of human body composition by electrical impedance method: a comparative study. J. Appl, Physiol., 58, 1565-1571.
– reference: 6) Hodgdon, J. A, and Fitzgerald, P. I. (1987) : Validity of impedance predictions at various levels of fatness. Hum. Biol., 59, 281-298.
– reference: 14) Komiya, S, and Masuda, T. (1990) : Estimation of human body composition by bioelectrical impedance measurements-Equation for estimating total body water in Japanese subjects-. Jpn. J. Phys. Fitness Sports Med., 39, 53-59.
– reference: 15) Kushner, R. F, and Schoeller, D. A. (1986) : Estimation of total body water by bioelectrical impedance analysis. Am. J. Clin. Nutr., 44, 417-424.
– reference: 29) 中塘二三生, 田中喜代次, 渡辺一志, 渡辺完児, 前田如矢 (1991) : Bioelectrical impedance analysisによる身体組成の評価: 測定肢の違いによる影響. 体力科学, 40, 93-101.
– reference: 33) Rathbun, E. N, and Pace, N. (1945) : Studies on body composition. I. The determination of total body fat by means of the body specific gravity. J. Biol. Chem., 158, 667-676.
– reference: 10) Keller, B, and Katch, F. I. (1986) : Validity of BIA to predict body fat in underfat, normal, and overfat males and females, and comparison to sex-specific fatfold equations. Med. Sci. Sports Exerc., 18, S17.
– reference: 24) 長嶺晋吉 (1979) : スポーツとエネルギー・運動, 長峰晋吉 (編) , 初版, 第9章肥満と体重減量法. 大修館, 東京, pp, 259-283.
– reference: 27) Nakadomo, F., Tanaka, K., Hazama, T, and Maeda, K. (1990) : Validation of body composition as-sessed by bioelectrical impedance analysis. Jpn. J. Appl. Physiol, , 20, 321-330.
– reference: 42) Tanaka, K., Nakadomo, F., Watanabe, K., Inagaki, A., Kim, H. K, and Matsuura, Y. (1991) : Assess. ment of body composition by bioelectrical impedance technique in Japanese obese women. Proceedings of International Conference on Human-Environment System. Tokyo, pp. 3-7.
– reference: 26) 中塘二三生, 田中喜代次, 羽間鋭雄, 前田如矢 (1990) : Bioelectrical impedance法による体組成評価における電極装着条件の影響Ann. Physiol. Anthrop. , 9, 109-114.
– reference: 12) 金憲経, 松浦義行, 田中喜代次, 朴兌渉, 中塘二三生 (1990) : インピーダンス法を利用した肥満成人女性の身体組成の評価. 教育医学, 36, 212-217.
– reference: 22) Lukaski, H. C., Johnson, P. E., Bolonchuk, W. W. and Lykken, G. I. (1985) : Assessment of fat-free mass using bioelectrical impedance measurements of the human body. Am. J. Clin. Nutr., 41, 810-817
– reference: 9) Katch, F. I., Keller, B, and Solomon, R. (1986) : Validity of BIA for estimating body fat in cardiac and pulmonary patients, and black and white men and women matched for age and body fat. Med. Sci. Sports Exerc., 18, S 17.
– reference: 5) Gray, D. S., Bray, G. A., Gemayel, N, and Kaplan, K. (1989) : Effects of obesity on bioelectrical impedance. Am. J. Clin. Nutr., 50, 255-260.
– reference: 32) 小川新吉, 斉藤晋能, 増田幹, 服部正明, 渡辺富貴子, 石山育朗 (1984) : 超音波による皮脂厚の計測と身体組成に関する研究. 第5回日本肥満学会記録, 192-193.
– reference: 11) Keys, A, and Brozek, J. (1953) .: Body fat in adult men. Physiol. Rev., 33, 245-325.
– reference: 7) 石田良恵, 角田直也, 金久博昭, 近藤正勝, 福永哲夫 (1985) : 超音波を用いた体脂肪率の推定. 第6回日本肥満学会記録, 68-70.
– reference: 17) 国井実 (1989) : イソピーダソス法による身体組成の測定. 保健の科学, 31, 448-452.
– reference: 34) Rinke, L. W. J. (1986) : Electrical impedance: a new technique to assess human body composition. Milit. Med., 151, 338-341.
– reference: 21) Lukaski, H. C, and Johnson, P. E. (1985) : A simple, inexpensive method of determining total body water using a tracer dose of D2O and in. frayed absorption of biological fluids. Am. J. Clin. Nutr., 41, 363-370.
– reference: 23) Nagamine, S. and Suzuki, S. (1964) : Anthropometry and body composition of Japanese young men and women. Hum. Biol., 36, 8-15.
– reference: 41) Tanaka, K., Nakadomo, F., Hazama, T., Maeda, K. and Matsuura, Y. (1991) : Crossvalidation of prediction equations for body composition in obese women. Bull. Health & Sport Sciences, Univ, of Tsukuba, 14, 223-231.
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Snippet Several prediction equations for estimating body composition of Japanese men and women have recently been developed using a linear regression model with a...
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SubjectTerms bioelectrical impedance method
body composition
crossvalidity
underwater weighing
Title BIOELECTRICAL IMPEDANCE METHOD FOR BODY COMPOSITION ASSESSMENT IN JAPANESE ADULT FEMALES AND ITS CROSS-VALIDITY
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