Bio‐impedance analysis for estimation of total body potassium, total body water, and fat‐free mass in white, black, and Asian adults
Abstract
Bio‐impedance analysis (BIA) measurements have been used to predict components of body composition. Their validation is required for populations varying in race, sex, and age. In 371 Whites, 182 Blacks and 225 Asians, single‐frequency BIA at 50 kHz (RJL‐100) resistance and reactance measurements were correlated with same‐day measurements of total body water (TBW) by THO dilution, total body potassium (TBK) by whole body 40 K counting, and fat‐free mass (FFM) by dual‐photon absorptiometry. BIA correlation coefficients with TBW, TBK, FFM, and fat varied by sex and race for all measured body composition components. The highest correlation was for FFM, and the lowest was for fat mass. Prediction equations were further improved by including age, stature, and weight for each of the study cohorts. The SEE for predictions were in the ranges of 5–6, 6–8, and 7–10% of measured FFM, TBW, and TBK, respectively. BIA was effective in predicting body composition when subjects are specified by age, sex, stature, weight, and race for subjects from 18 to 94 years of age. © 1995 Wiley‐Liss, Inc.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Differences in body properties related to obesity and ethnicity may prevent a single BIA equation from being best for all.
“mounting evidence suggests that the differences in the properties of the body, such as those related to obesity (3) and ethnicity (6,9,33), may prevent this from becoming a reality.”
From Comparison of Body Composition Methods in Obese African‐American Women (2006) · cites this paper as [9]
Neither ethnicity-specific nor obese-specific equations provided better estimates than two generalized equations.
“Our findings show that neither ethnicity-specific [Jakicic (4) and Wang (9)] nor obese-specific [Segal (3) and Jakicic (4)] equations provided better estimates than two generalized equations (21,22).”
From Comparison of Body Composition Methods in Obese African‐American Women (2006) · cites this paper as [9]
The Kushner and Lukaski equations estimated %BF more accurately than an obese-specific equation and two equations developed from African-American samples.
“These equations more accurately estimated %BF than an equation that was developed specifically for use with obese participants (3) and two others (4,9) that were developed from African-American samples.”
From Comparison of Body Composition Methods in Obese African‐American Women (2006) · cites this paper as [9]
Sun, Ainsworth, and Wang equations included individuals from all weight ranges; Jakicic's sample was exclusively obese; Hortobagyi included college athletes.
“In addition, the Sun (7), Ainsworth (8), and Wang (9) equations included individuals from all weight ranges, whereas Jakicic's (4) sample was exclusively obese, and Hortobagyi (10) included college athletes.”
From Comparison of Body Composition Methods in Obese African‐American Women (2006) · cites this paper as [9]
The study tested its equations against earlier published BIA equations whose development samples Dioum et al. assumed included at least some black participants.
“Performance of developed equations for the prediction of FFM was also tested using all available data (n=362) against previously published equations derived using participant samples which were assumed by Dioum et al. to consist of at least some ethnically black participants (5, 24–32).”
From Prediction of fat-free mass using bioelectrical impedance analysis in young adults from five populations of African origin (2013) · cites this paper as [27]
Cites
Durnin, J. V. G. A., & Womersley, J. (1974) · British Journal Of Nutrition · doi:10.1079/bjn19740060 · Cited by 6,343 · see citing works
Assessment of fat-free mass using bioelectrical impedance measurements of the human body
Lukaski, H., Johnson, P., Bolonchuk, W., & Lykken, G. (1985) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/41.4.810 · Cited by 1,896 · see citing works
Electrical Properties of Tissue and Cell Suspensions
Schwan, H. P. (1957) · Advances in biological and medical physics · doi:10.1016/b978-1-4832-3111-2.50008-0 · Cited by 1,626 · see citing works
Wang, J., Thornton, J., Russell, M., Burastero, S., Heymsfield, S., & Pierson, R. (1994) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/60.1.23 · Cited by 886 · see citing works
Self-citationMagnitude of body-cell-mass depletion and the timing of death from wasting in AIDS
Kotler, D. P., Tierney, A. R., Wang, J., & Pierson, R. N. (1989) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/50.3.444 · Cited by 792 · see citing works
Self-citationEstimation of total body water by bioelectrical impedance analysis
Kushner, R., & Schoeller, D. (1986) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/44.3.417 · Cited by 772 · see citing works
Pace, N., & Rathbun, E. N. (1945) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(19)51345-x · Cited by 757 · see citing works
Correlation of whole-body impedance with total body water volume.
Hoffer, E. C., Meador, C. K., & Simpson, D. C. (1969) · Journal of Applied Physiology · doi:10.1152/jappl.1969.27.4.531 · Cited by 527 · see citing works
THE SPECIFIC GRAVITY OF HEALTHY MEN
Behnke, A. R., Feen, B. G., & Welham, W. C. (1942) · JAMA · doi:10.1001/jama.1942.02830070001001 · Cited by 481 · see citing works
Bioelectric impedance phase angle and body composition
Baumgartner, R., Chumlea, W., & Roche, A. (1988) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/48.1.16 · Cited by 479 · see citing works
Estimation of human body composition by electrical impedance methods: a comparative study
Segal, K. R., Gutin, B., Presta, E., Wang, J., & Itallie, T. B. V. (1985) · Journal of Applied Physiology · doi:10.1152/jappl.1985.58.5.1565 · Cited by 463 · see citing works
Self-citationBody composition studies in patients with the acquired immunodeficiency syndrome
Dp, K., Wang, J., & Pierson, R. (1985) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/42.6.1255 · Cited by 411 · see citing works
Self-citationPerformance evaluation of a dual-energy X-ray bone densitometer
Mazess, R. B., Collick, B., Trempe, J., Barden, H. S., & Hanson, J. (1989) · Calcified Tissue International · doi:10.1007/bf02556569 · Cited by 352 · see citing works
TOTAL SODIUM, POTASSIUM AND CHLORIDE IN ADULT MAN 1
Forbes, G. B., & Lewis, A. M. (1956) · Journal of Clinical Investigation · doi:10.1172/jci103313 · Cited by 312 · see citing works
Ortiz, O., Russell, M., Daley, T., Baumgartner, R., Waki, M., Lichtman, S. W., Wang, J., Pierson, R., & Heymsfield, S. (1992) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/55.1.8 · Cited by 285 · see citing works
Self-citationHeymsfield, S. B., Wang, J., Heshka, S., Kehayias, J. J., & Pierson, R. N. (1989) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/49.6.1283 · Cited by 277 · see citing works
Self-citationBody composition in elderly people: effect of criterion estimates on predictive equations
Baumgartner, R., Heymsfield, S., Lichtman, S., Wang, J., & Pierson, R. (1991) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/53.6.1345 · Cited by 257 · see citing works
Self-citationAssessment of body composition by bioelectrical impedance in a population aged greater than 60 y
Deurenberg, P., van der Kooij, K., Evers, P., & Hulshof, T. G. (1990) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/51.1.3 · Cited by 242 · see citing works
The body cell mass and its supporting environment : body composition in health and disease
Moore, F. D. (1963) · Medical Entomology and Zoology · Cited by 218 · see citing works
Relative expansion of extracellular fluid in obese vs. nonobese women
Waki, M., Kral, J. G., Mazariegos, M., Wang, J., Pierson, R. N., & Heymsfield, S. B. (1991) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.1991.261.2.e199 · Cited by 203 · see citing works
Self-citationValidity of bioelectric impedance for body composition assessment in children
Houtkooper, L. B., Lohman, T. G., Going, S. B., & Hall, M. C. (1989) · Journal of Applied Physiology · doi:10.1152/jappl.1989.66.2.814 · Cited by 200 · see citing works
Total body composition by dual-photon (153Gd) absorptiometry
Mazess, R. B., Peppler, W. W., & Gibbons, M. (1984) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/40.4.834 · Cited by 156 · see citing works
Body fat from body density: underwater weighing vs. dual-photon absorptiometry
Wang, J., Heymsfield, S. B., Aulet, M., Thornton, J. C., & Pierson, R. N. (1989) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.1989.256.6.e829 · Cited by 115 · see citing works
Self-citationDp, K., Tierney, A. R., Ferraro, R. T., Cuff, P. A., Wang, J., Pierson, R., & Heymsfield, S. B. (1991) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/53.1.149 · Cited by 115 · see citing works
Self-citationBioelectric Impedance for Body Composition
Baumgartner, R., Chumlea, C., & Roche, A. F. (1990) · Exercise and Sport Sciences Reviews · doi:10.1249/00003677-199001000-00009 · Cited by 113 · see citing works
The Body Cell Mass and Its Supporting Environment. Body Composition in Health and Disease (review)
Ferguson, D. J. (1963) · Perspectives in biology and medicine · doi:10.1353/pbm.1963.0031 · Cited by 112 · see citing works
Body composition in myelomeningocele
Shepherd, K., Roberts, D., Golding, S., Thomas, B. J., & Shepherd, R. (1991) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/53.1.1 · Cited by 95 · see citing works
Pierson, R. N., Wang, J., Colt, E. W. D., & Neumann, P. H. (1982) · Journal of Chronic Diseases · doi:10.1016/0021-9681(82)90056-x · Cited by 94 · see citing works
Self-citationImproved models for determination of body fat by in vivo neutron activation
Cohn, S. H., Vaswani, A. N., Yasumura, S., Yuen, K., & Ellis, K. J. (1984) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/40.2.255 · Cited by 91 · see citing works
Russell-Aulet, M., Wang, J., Thornton, J. C., & Pierson, R. N. (1991) · Journal of Bone and Mineral Research · doi:10.1002/jbmr.5650060413 · Cited by 77 · see citing works
Self-citationBioelectrical impedance assessment of nutritional status in critically ill patients
Robert, S., Zarowitz, B., Hyzy, R. C., Eichenhorn, M. S., Peterson, E., & Popovich, J. (1993) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/57.6.840 · Cited by 73 · see citing works
Nutritional assessment: Whole body impedance and body fluid compartments
Settle, R. G., Foster, K. R., Epstein, B. R., & Mullen, J. L. (1980) · Nutrition and Cancer · doi:10.1080/01635588009513660 · Cited by 67 · see citing works
Indexes of body cell mass: nitrogen versus potassium
Cohn, S. H., Vartsky, D., Yasumura, S., Vaswani, A. N., & Ellis, K. J. (1983) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.1983.244.3.e305 · Cited by 61 · see citing works
Changes in body composition of cancer patients following combined nutritional support
Cohn, S. H., Vartsky, D., Vaswani, A. N., Sawitsky, A., Rai, K., Gartenhaus, W. S., Yasumura, S., & Ellis, K. J. (1982) · Nutrition and Cancer · doi:10.1080/01635588209513746 · Cited by 53 · see citing works
Body composition predictions from bioelectric impedance.
Sm, G., Af, R., Wc, C., Ds, M., & Rl, P. (1987) · PubMed · Cited by 47 · see citing works
Applications of Bioelectrical Impedance Analysis: A Critical Review
Lukaski, H. C. (1990) · Springer eBooks · doi:10.1007/978-1-4613-1473-8_51 · Cited by 43 · see citing works
Nutritional Assessment with Body Composition Measurements
Shizgal, H. M. (1987) · Journal of Parenteral and Enteral Nutrition · doi:10.1177/014860718701100504 · Cited by 43 · see citing works
Wang, J., Russell, M., Mazariegos, M., Burastero, S., Thornton, J. C., Lichtman, S. W., Heymsfield, S. B., & Pierson, R. N. (1992) · American Journal of Human Biology · doi:10.1002/ajhb.1310040409 · Cited by 42 · see citing works
Self-citationThe incidence and clinical significance of intravenous fat emulsion contamination during infusion
Ebbert, M., Farraj, M., & Hwang, L. (1987) · Journal of Parenteral and Enteral Nutrition · doi:10.1177/014860718701100142 · Cited by 21 · see citing works
Garrow, J. S., Garby, L., & Lammert, O. (1990) · PubMed · Cited by 13 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Body composition estimates from NHANES III bioelectrical impedance data
Chumlea, W., Guo, S., Kuczmarski, R., Flegal, K., Johnson, C., Heymsfield, S., Lukaski, H., Friedl, K., & Hubbard, V. (2002) · International Journal of Obesity · doi:10.1038/sj.ijo.0802167 · Cited by 510 · see citing works
Self-citationMeasures of body composition in blacks and whites: a comparative review
Wagner, D. R., & Heyward, V. H. (2000) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/71.6.1392 · Cited by 397 · see citing works
Techniques of Body Composition Assessment: A Review of Laboratory and Field Methods
Wagner, D. R., & Heyward, V. H. (1999) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.1999.10608031 · Cited by 209 · see citing works
ASEP METHODS RECOMMENDATION: BODY COMPOSITION ASSESSMENT
Heyward, V. H. (2001) · Cited by 154 · see citing works
Horlick, M., Arpadi, S. M., Bethel, J., Wang, J., Moye, J., Cuff, P. A., Pierson, R. N., & Kotler, D. P. (2002) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/76.5.991 · Cited by 137 · see citing works
Self-citationEvaluation of Body Composition
Heyward, V. H. (1996) · Sports Medicine · doi:10.2165/00007256-199622030-00002 · Cited by 88 · see citing works
Field Methods for Body Composition Assessment Are Valid in Healthy Chinese Adults
Yao, M., Roberts, S. B., McCrory, M. A., Ma, G., & Pan, H. (2002) · Journal of Nutrition · doi:10.1093/jn/132.2.310 · Cited by 51 · see citing works
Bioelectrical impedance analysis measurements as part of a national nutrition survey
Kuczmarski, R. J. (1996) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/64.3.453s · Cited by 43 · see citing works
Luke, A., Bovet, P., Forrester, T. E., Lambert, E. V., Plange-Rhule, J., Dugas, L. R., Durazo-Arvizu, R. A., Kroff, J., Richie, W. N., & Schoeller, D. A. (2013) · European Journal of Clinical Nutrition · doi:10.1038/ejcn.2013.123 · Cited by 29 · see citing works
Comparison of Body Composition Methods in Obese African‐American Women
Newton, R. L., Alfonso, A., York‐Crowe, E., Walden, H., White, M. A., Ryan, D., & Williamson, D. A. (2006) · Obesity · doi:10.1038/oby.2006.55 · Cited by 27 · see citing works
Dioum, A., Gartner, A., Cissé, A. S., Delpeuch, F., Maire, B., Wade, S., & Schutz, Y. (2005) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/81.3.597 · Cited by 27 · see citing works
Zain, N. M., & Chelliah, K. K. (2014) · Asian Pacific Journal of Cancer Prevention · doi:10.7314/apjcp.2014.15.3.1327 · Cited by 19 · see citing works
Predictive accuracy of bioimpedance in estimating fat-free mass of African-American women
AINSWORTH, B. E., STOLARCZYK, L. M., HEYWARD, V. H., BERRY, C. B., IRWIN, M. L., & MUSSULMAN, L. M. (1997) · Medicine &amp Science in Sports &amp Exercise · doi:10.1097/00005768-199706000-00008 · Cited by 18 · see citing works
Ethnic Differences in the Relationship between Bioelectrical Impedance and Body Size
Takasaki, Y., Loy, S. F., & Juergens, H. W. (2003) · Journal of PHYSIOLOGICAL ANTHROPOLOGY and Applied Human Science · doi:10.2114/jpa.22.233 · Cited by 17 · see citing works
Küpper, J., Bartz, M., Schultink, J. W., Lukito, W., & Deurenberg, P. (1998) · PubMed · Cited by 16 · see citing works
Loan, M. D. V. (1998) · Applied Radiation and Isotopes · doi:10.1016/s0969-8043(97)00211-x · Cited by 16 · see citing works
Analysis of Body Composition Methods in a Community Sample of African American Women
Lopez, Y., O’Connor, D. P., Ledoux, T. A., & Lee, R. E. (2011) · Women & Health · doi:10.1080/03630242.2011.623222 · Cited by 14 · see citing works
Pubertal development in Caracas upper-middle-class boys and girls in a longitudinal context
de Tomei, C. M., López-Blanco, M., Espinoza, I. I., & Vásquez-Ramírez, M. (2000) · American Journal of Human Biology · doi:10.1002/(sici)1520-6300(200001/02)12:1 · Cited by 22 · see citing works
Zhang, N., Zhang, J., Du, S., He, H., Yan, X., & Ma, G. (2019) · Nutrition & Metabolism · doi:10.1186/s12986-019-0397-9 · Cited by 11 · see citing works
Diouf, A., Gartner, A., Dossou, N. I., Sanon, D., Bluck, L. J. C., Wright, A., & Wade, S. (2008) · British Journal Of Nutrition · doi:10.1017/s0007114508067640 · Cited by 10 · see citing works
Methodological issues in the anthropometric assessment of Hmong children in the United States
Clarkin, P. F. (2005) · American Journal of Human Biology · doi:10.1002/ajhb.20438 · Cited by 8 · see citing works
Accuracy of anthropometric estimation of muscle cross-sectional area of the arm in males
Thomis, M. A., Claessens, A., VLIETINCK, R. F., Marchal, G., & Beunen, G. P. (1997) · American Journal of Human Biology · doi:10.1002/(sici)1520-6300(1997)9:1 · Cited by 31 · see citing works
Girolamo, F. G. D., Biolo, G., Fiotti, N., Situlin, R., Piacenza, C., Lepore, P., Fortezza, R., Carrubba, E., Pacelli, C., Valentini, G., et al. (2020) · Aerotecnica Missili & Spazio · doi:10.1007/s42496-020-00044-4 · Cited by 4 · see citing works
Relative and interacting effects of sex, race, and environment upon body cell mass in healthy adults
Kotler, D. P., Thea, D. M., Allison, D. B., Wang, J., Louis, M. S., Keusch, G. T., & Pierson, R. N. (1998) · American Journal of Human Biology · doi:10.1002/(sici)1520-6300(1998)10:2 · Cited by 4 · see citing works
Self-citationMeasurement of Percent Body Fat during Weight Loss in Obese Women: Comparison of Four Methods
FUNKHOUSER, A. B. S., Laferrère, B., Wang, J., Thornton, J. C., & Pi-Sunyer, F. X. (2000) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2000.tb06512.x · Cited by 4 · see citing works
Self-citationMeasurement of Body Fat and Energy Balance
Irwin, M. L. (2005) · Nutrition and disease prevention · doi:10.1201/9781420026641.ch3 · Cited by 1 · see citing works
The How and Why of Body Composition Assessment
Loan, M. V. (2001) · CRC Press eBooks · doi:10.1201/9781420038392.ch30
The How and Why of Body Composition Assessment
Loan, M. D. V. (2001) · CRC Press eBooks · doi:10.1201/9781420038392-40
- Authors
- Wang, J., Thornton, J. C., Burastero, S., Heymsfield, S. B., & Pierson, R. N.
- Affiliations
- St. Luke's-Roosevelt Hospital Center (US)
- Corresponding author
- Wang, Jack
- Venue
- American Journal of Human Biology
- Publisher
- Wiley
- Published
- 1995-01
- Volume
- 7
- Issue
- 1
- Pages
- 33-40
- ISSN
- 1042-0533 (ISSN-L)
- 1520-6300
- OpenAlex
- W2073062713
- Cited by
- 28
- References
- 40
- Citations by year
- 2020: 1 · 2019: 1 · 2014: 1 · 2013: 1
- FWCI
- 1.52
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- American Journal of Human Biology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- Topics
- Health Sciences › Medicine › Physiology › Body Composition Measurement Techniques
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electrical and Bioimpedance Tomography
- Health Sciences › Health Professions › General Health Professions › Indigenous Health and Education
- Keywords
- bioelectrical impedance analysis, total body water, total body potassium, fat-free mass, body composition, racial differences, sex differences, prediction equations, dilution method, dual photon absorptiometry, fat mass, adults
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review