Calf Bioimpedance Analysis: A Novel Approach for Evaluating Hydration Status in Pediatric Dialysis Patients Under High Dialysate Sodium

Authors

  • Mohammad Firouzmand Department of Biomedical Engineering, Iranian ResearchOrganization for Science & Technology (IROST) Tehran, Iran.. Author
  • Shahrokh Noori Department of Biomedical Engineering, Iranian ResearchOrganization for Science & Technology (IROST) Tehran, Iran. Author
  • Vahid Reza Nafisi Department of Biomedical Engineering, Iranian ResearchOrganization for Science & Technology (IROST) Tehran, Iran. Author
  • Nakysa hooman Professor of Pediatric Nephrology, Ali –Asghar Clinical Research Development Center, Department of Pediatrics, School of Medicine, Iran University of Medical Sciences, Tehran, Iran. Author

DOI:

https://doi.org/10.61186/

Keywords:

Calf bioimpedance, Hydration status, Hemodialysis, Pediatric nephrology, Sodium balance, Fluid monitoring, Ultrafiltration

Abstract

Introduction. Assessment  of  hydration  status  in  pediatric hemodialysis is complicated by dynamic fluid shifts and sodium variability.  Conventional  methods  such  as  clinical  evaluation and  whole-body  bioimpedance  analysis  (BIA)  lack  precision  for individual-level monitoring. This study introduces a calf impedance ratio (ΔZ₁₅ₖₕ / ΔZ₁₅₀ₖₕ) to classify fluid responses and evaluate the impact of high dialysate sodium (143 mEq/L) on fluid dynamics and blood pressure.
Methods. A  cross-sectional  study  was  conducted  involving  14 children aged 5–12 years undergoing maintenance hemodialysis. Impedance was measured pre- and post-dialysis at two frequencies using  a  custom-built  device.  The  raw  impedance  changes  were analyzed  without  conversion  to  fluid  volumes,  allowing  for classification  into  three  physiological  response  groups  based  on the impedance ratio.Results. Three  distinct  physiological  profiles  emerged.  Group1  (ΔZΔZ150kh15kh > 1)  showed  effective  extracellular  fluid  removal  with stable  hemodynamics.  Group  2  (ratio  between  0  and  1)  reflected minimal  Extracellular  Water  (ECW)  ECW  changes,  potentially due  to  sodium-driven  redistribution,  with  additional  influence from  sodium-enhanced  tissue  conductivity.  Group  3  (ΔZ₁₅ₖₕ < 0) exhibited paradoxical impedance decreases despite fluid removal,along  with  sodium  increase  and  blood  pressure  elevation.  ΔZ₁₅ₖₕpositively correlated with ΔBP-sys (r = 0.650, P = .012). Conclusion. The impedance ratio (ΔZΔZ150kh15kh ) provides a sensitive index for classifying fluid responses and identifying sodium-related effects in pediatric hemodialysis. It may support individualized dialysis prescriptions by guiding adjustments in ultrafiltration and dialysate sodium to improve hemodynamic stability and fluid balance.

Downloads

Download data is not yet available.

References

1. Agarwal R, Flynn J, Pogue V, Rahman M, Reisin E, Weir MR. Assessment and management of hypertension in patients on dialysis. Journal of the American Society of Nephrology.American Society of Nephrology. 2014;25(8):1630-1646. doi:10.1681/ASN.2013060601

2. Charra B. Fluid balance, dry weight, and blood pressure in dialysis. Hemodial Int. 2007;11(1):21-31. doi:10.1111/j.1542-4758.2007.00148.x

3. Schotman J, Rolleman N, van Borren M, et al. Accuracy of Bioimpedance Spectroscopy in the Detection of Hydration Changes in Patients on Hemodialysis. Journal of Renal Nutrition. 2023;33(1):193-200. doi:10.1053/j.jrn.2021.11.004

4. Zoccali C, Moissl U, Chazot C, et al. Chronic Fluid Overload and Mortality in ESRD. J Am Soc Nephrol. 2017;28(8):2491-2497. doi:10.1681/ASN.2016121341

5. Scaliusi SF, Gimenez L, Pérez P, et al. From Bioimpedance to Volume Estimation: A Model for Edema Calculus in Human Legs. Electronics (Switzerland). 2023;12(6). doi:10.3390/electronics12061383

6. Ng JKC, Lau SLF, Chan GCK, Tian N, Li PKT. Nutritional Assessments by Bioimpedance Technique in Dialysis Patients. Nutrients. 2024;16(1):1-19. doi:10.3390/nu16010015

7. Dasgupta I, Keane D, Lindley E, et al. Validating the use of bioimpedance spectroscopy for assessment of fluid status in children. Pediatric Nephrology. 2018;33(9):1601-1607. doi:10.1007/s00467-018-3971-x

8. Choi A, Kim JY, Jo S, et al. Smartphone-based bioelectrical impedance analysis devices for daily obesity management. Sensors (Switzerland). 2015;15(9):22151-22166. doi:10.3390/s150922151

9. Mitsides N, Mchugh D, Swiecicka A, Mitra R, Brenchley P. Extracellular resistance is sensitive to tissue sodium status ; implications for bioimpedance derived fluid volume parameters in chronic kidney disease. J Nephrol. 2020;33(1):119-127. doi:10.1007/s40620-019-00620-3

10. Francisco R, Jesus F, Gomes T, et al. Validity of water compartments estimated using bioimpedance spectroscopy in athletes differing in hydration status. Scand J Med Sci Sports. 2021;31(8):1612-1620. doi:10.1111/sms.13966

11. Schotman J, Rolleman N, van Borren M, et al. Accuracy of Bioimpedance Spectroscopy in the Detection of Hydration Changes in Patients on Hemodialysis. Journal of Renal Nutrition. 2023;33(1):193-200. doi:10.1053/j.jrn.2021.11.004

12. Sommerer C, Felten P, Toernig J, Zeier M, Dikow R. Bioimpedance analysis is not superior to clinical assessment in determining hydration status: A prospective randomized-controlled trial in a Western dialysis population. Hemodialysis International. 2021;25(3):380-390. doi:10.1111/hdi.12919

13. Robberechts T, Allamani M, Galloo X, Wissing KM, Niepen P Van Der. Individualized Isonatremic and Hyponatremic Dialysate Improves Blood Pressure in Patients with Intradialytic Hypertension: A Prospective Cross-Over Study with 24-h Ambulatory Blood Pressure Monitoring. Open J Nephrol. 2020;10(02):144-157. doi:10.4236/ojneph.2020.102015

14. Pérez-Morales R, Donate-Correa J, Martín-Núñez E, et al. Extracellular water/total body water ratio as predictor of mortality in hemodialysis patients. Ren Fail. 2021;43(1):821-829. doi:10.1080/0886022X.2021.1922442

15. Kim YJ, Jeon HJ, Kim YH, et al. Overhydration measured by bioimpedance analysis and the survival of patients on maintenance hemodialysis: a single-center study. Kidney Res Clin Pract. 2015;34(4):212-218. doi:10.1016/j.krcp.2015.10.006

16. Tabinor M, Elphick E, Dudson M, Kwok CS, Lambie M, Davies SJ. Bioimpedance-defined overhydration predicts survival in end stage kidney failure (ESKF): systematic review and subgroup meta-analysis. Sci Rep. 2018;8(1):4441. doi:10.1038/s41598-018-21226-y

17. Vega A, Quiroga B, Abad S, Ruiz C, López-Gómez JM. Estudio de sobrehidratación en los pacientes en diálisis y su relación con la inflamación. Nefrologia. 2014;34(5):579-583. doi:10.3265/Nefrologia.pre2014.Jun.12422

18. Delano M, Sodini C. Evaluating calf bioimpedance measurements for fluid overload management in a controlled environment. Physiol Meas. 2018;39(12). doi:10.1088/1361-6579/aaf277

19. Zhu F, Kuhlmann MK, Kotanko P, Seibert E, Leonard EF, Levin NW. A method for the estimation of hydration state during hemodialysis using a calf bioimpedance technique. Physiol Meas. 2008;29(6). doi:10.1088/0967-3334/29/6/S42

20. Delano M, Sodini C. Evaluating calf bioimpedance measurements for fluid overload management in a controlled environment. Physiol Meas. 2018;39(12). doi:10.1088/1361-6579/aaf277

21. Choi G, Yoon HJ, Song YJ, et al. Consistency of the estimated target weights and ECW/TBW using BIA after hemodialysis in patients between standing and lying-down positions. BMC Nephrol. 2022;23(1):1-12. doi:10.1186/s12882-022-02737-3

22. Tabinor M, Elphick E, Dudson M, Kwok CS, Lambie M, Davies SJ. Bioimpedance-defined overhydration predicts survival in end stage kidney failure (ESKF): systematic review and subgroup meta-analysis. Sci Rep. 2018;8(1):4441. doi:10.1038/s41598-018-21226-y

23. Mitsides N, Mchugh D, Swiecicka A, Mitra R, Brenchley P. Extracellular resistance is sensitive to tissue sodium status ; implications for bioimpedance derived fluid volume parameters in chronic kidney disease. J Nephrol. 2020;33(1):119-127. doi:10.1007/s40620-019-00620-3

Downloads

Published

2025-11-15

Issue

Section

ORIGINAL | Dialysis

How to Cite

Calf Bioimpedance Analysis: A Novel Approach for Evaluating Hydration Status in Pediatric Dialysis Patients Under High Dialysate Sodium. (2025). Iranian Journal of Kidney Diseases, 19(05), 294-303. https://doi.org/10.61186/

Similar Articles

1-10 of 582

You may also start an advanced similarity search for this article.

Most read articles by the same author(s)

<< < 1 2