Skip to main content
Log in

Validity of Bioelectrical Impedance Analysis for Measuring Changes in Body Water and Percent Fat After Bariatric Surgery

  • Original Contributions
  • Published:
Obesity Surgery Aims and scope Submit manuscript

Abstract

Background

Few studies have validated bioelectrical impedance analysis (BIA) following bariatric surgery.

Methods

We examined agreement of BIA (Tanita 310) measures of total body water (TBW) and percent body fat (%fat) before (T0) and 12 months (T12) after bariatric surgery, and change between T0 and T12 with reference measures: deuterium oxide dilution for TBW and three-compartment model (3C) for %fat in a subset of participants (n = 50) of the Longitudinal Assessment of Bariatric Surgery-2.

Results

T0 to T12 median (IQR) change in deuterium TBW and 3C %fat was −6.4 L (6.4 L) and −14.8 % (13.4 %), respectively. There were no statistically significant differences between deuterium and BIA determined TBW [median (IQR) difference: T0 −0.1 L (7.1 L), p = 0.75; T12 0.2 L (5.7 L), p = 0.35; Δ 0.35 L(6.3 L), p = 1.0]. Compared with 3C, BIA underestimated %fat at T0 and T12 [T0 −3.3 (5.6), p < 0.001; T12 −1.7 (5.2), p = 0.04] but not change [0.7 (8.2), p = 0.38]. Except for %fat change, Bland-Altman plots indicated no proportional bias. However, 95 % limits of agreement were wide (TBW 15–22 L, %fat 19–20 %).

Conclusions

BIA may be appropriate for evaluating group level response among severely obese adults. However, clinically meaningful differences in the accuracy of BIA between individuals exist.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Chaston TB, Dixon JB, O’Brien PE. Changes in fat-free mass during significant weight loss: a systematic review. Int J Obes. 2007;31(5):743–50. doi:10.1038/sj.ijo.0803483.

    CAS  Google Scholar 

  2. Strain GW, Gagner M, Pomp A, et al. Comparison of weight loss and body composition changes with four surgical procedures. Surg Obes Relat Dis. 2009;5(5):582–7. doi:10.1016/j.soard.2009.04.001.

    Article  PubMed  Google Scholar 

  3. Strain GW, Gagner M, Pomp A, et al. Comparison of fat-free mass in super obesity (BMI ≥ 50 kg/m2) and morbid obesity (BMI < 50 kg/m2) in response to different weight loss surgeries. Surg Obes Relat Dis. 2012;8(3):255–9. doi:10.1016/j.soard.2011.09.028.

    Article  PubMed  Google Scholar 

  4. Mazariegos M, Kral JG, Wang J, et al. Body composition and surgical treatment of obesity. Effects of weight loss on fluid distribution. Ann Surg. 1992;216(1):69–73.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  5. Waki M, Kral JG, Mazariegos M, et al. Relative expansion of extracellular fluid in obese vs. nonobese women. Am J Physiol. 1991;261(2 Pt 1):E199–203.

    CAS  PubMed  Google Scholar 

  6. Deurenberg P. Limitations of the bioelectrical impedance method for the assessment of body fat in severe obesity. Am J Clin Nutr. 1996;64(3 Suppl):449S–52S.

    CAS  PubMed  Google Scholar 

  7. Wang Z, Heshka S, Wang J, et al. Magnitude and variation of fat-free mass density: a cellular-level body composition modeling study. Am J Physiol Endocrinol Metab. 2003;284(2):E267–73. doi:10.1152/ajpendo.00151.2002.

    CAS  PubMed  Google Scholar 

  8. Levitt DG, Beckman LM, Mager JR, et al. Comparison of DXA and water measurements of body fat following gastric bypass surgery and a physiological model of body water, fat, and muscle composition. J Appl Physiol (1985). 2010;109(3):786–95. doi:10.1152/japplphysiol.00278.2010.

    Article  Google Scholar 

  9. Strain GW, Wang J, Gagner M, et al. Bioimpedance for severe obesity: comparing research methods for total body water and resting energy expenditure. Obesity (Silver Spring). 2008;16(8):1953–6. doi:10.1038/oby.2008.321.

    Article  Google Scholar 

  10. Kushner RF, Kunigk A, Alspaugh M, et al. Validation of bioelectrical-impedance analysis as a measurement of change in body composition in obesity. Am J Clin Nutr. 1990;52(2):219–23.

    CAS  PubMed  Google Scholar 

  11. Das SK, Roberts SB, Kehayias JJ, et al. Body composition assessment in extreme obesity and after massive weight loss induced by gastric bypass surgery. Am J Physiol Endocrinol Metab. 2003;284(6):E1080–8. doi:10.1152/ajpendo.00185.2002.

    CAS  PubMed  Google Scholar 

  12. Belle SH, Berk PD, Chapman WH, et al. Baseline characteristics of participants in the Longitudinal Assessment of Bariatric Surgery-2 (LABS-2) study. Surg Obes Relat Dis. 2013;9(6):926–35. doi:10.1016/j.soard.2013.01.023.

    Article  PubMed  Google Scholar 

  13. Belle SH, Berk PD, Courcoulas AP, et al. Safety and efficacy of bariatric surgery: Longitudinal Assessment of Bariatric Surgery. Surgery Obes Relat Dis. 2007;3(2):116–26. doi:10.1016/j.soard.2007.01.006.

    Article  Google Scholar 

  14. Belle SH, Chapman W, Courcoulas AP, et al. Relationship of body mass index with demographic and clinical characteristics in the Longitudinal Assessment of Bariatric Surgery (LABS). Surg Obes Relat Dis. 2008;4(4):474–80. doi:10.1016/j.soard.2007.12.002.

    Article  PubMed Central  PubMed  Google Scholar 

  15. Dempster P, Aitkens S. A new air displacement method for the determination of human body composition. Med Sci Sports Exerc. 1995;27(12):1692–7.

    Article  CAS  PubMed  Google Scholar 

  16. McCrory MA, Gomez TD, Bernauer EM, et al. Evaluation of a new air displacement plethysmograph for measuring human body composition. Med Sci Sports Exerc. 1995;27(12):1686–91.

    Article  CAS  PubMed  Google Scholar 

  17. Pietrobelli A, Rubiano F, St-Onge MP, et al. New bioimpedance analysis system: improved phenotyping with whole-body analysis. Eur J Clin Nutr. 2004;58(11):1479–84. doi:10.1038/sj.ejcn.1601993.

    Article  CAS  PubMed  Google Scholar 

  18. Silva AM, Shen W, Wang Z, et al. Three-compartment model: critical evaluation based on neutron activation analysis. Am J Physiol Endocrinol Metab. 2004;287(5):E962–9. doi:10.1152/ajpendo.00104.2004.

    Article  CAS  PubMed  Google Scholar 

  19. Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986;1(8476):307–10.

    Article  CAS  PubMed  Google Scholar 

  20. Palazuelos-Genis T, Mosti M, Sanchez-Leenheer S, et al. Weight loss and body composition during the first postoperative year of a laparoscopic Roux-en-Y gastric bypass. Obes Surg. 2008;18(1):1–4. doi:10.1007/s11695-007-9311-z.

    Article  PubMed  Google Scholar 

  21. Wang Z, Deurenberg P, Wang W, et al. Hydration of fat-free body mass: new physiological modeling approach. Am J Physiol. 1999;276(6 Pt 1):E995–E1003.

    CAS  PubMed  Google Scholar 

  22. Savastano S, Belfiore A, Di Somma C, et al. Validity of bioelectrical impedance analysis to estimate body composition changes after bariatric surgery in premenopausal morbidly women. Obes Surg. 2010;20(3):332–9. doi:10.1007/s11695-009-0006-5.

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

Dr Goodpaster and Dr Gallagher report grants from the National Institutes of Health during the conduct of the study. Dr Courcoulas reports other from J&J Ethicon Scientific, personal fees from J&J Ethicon Scientific, grants from the NIH-NIDDK, grants from Covidien, grants from EndoGastric Solutions, and grants from Nutrisystem, outside the submitted work. Dr Pomp reports personal fees from Covidien, and personal fees from WL Gore & Associates, outside the submitted work. Grant support RO1-DK-72507, P30-DK-26687, UL1 TR000040, and T32 DK091227 (E. Widen)

Conflict of Interest

Dr Widen, Dr Strain, Dr King, Mr Yu, Dr Lin, and Dr Thornton report no conflict of interest.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Dympna Gallagher.

Electronic supplementary material

Below is the link to the electronic supplementary material.

ESM 1

(PDF 41 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Widen, E.M., Strain, G., King, W.C. et al. Validity of Bioelectrical Impedance Analysis for Measuring Changes in Body Water and Percent Fat After Bariatric Surgery. OBES SURG 24, 847–854 (2014). https://doi.org/10.1007/s11695-014-1182-5

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11695-014-1182-5

Keywords

Navigation