Clinical applications, limitations and prognostic value of electrical bioimpedance analysis in critically ill patients: A narrative review
DOI:
https://doi.org/10.70983/b8pb7z19Keywords:
Bioelectrical impedance analysis, Body composition, Nutritional status, Critical illnessAbstract
Critically ill patients experience marked changes in body composition, making monitoring essential. This narrative review summarizes the literature on the clinical applications, limitations, and prognostic value of bioelectrical impedance analysis (BIA) in intensive care.
A systematic search of PubMed, the Cochrane Library, and Google Scholar was conducted using MeSH terms and keywords related to BIA, body composition, nutritional status, and critical illness. Scientific articles and book chapters relevant to the research subtopics were selected.
Due to fluid resuscitation, traditional BIA predictive equations overestimate fat-free mass. Current evidence supports using overhydration adjustment models and prioritazing direct cellular parameters, such as vector analysis and phase angle (PA). PA is a useful surrogate biomarker for detecting impaired cellular integrity and muscle loss. Longitudinal monitoring of PA has high prognostic value: a decreased PA predicts higher mortality, prolonged ventilation, and neuromuscular sequelae of post-ICU syndrome (ICU-acquired weakness and post-extubation dysphagia).
When interpreted with methodological rigor, BIA identifies overhydration, stratifies the risk of complications, and reliably assesses body fluid reserves. After discharge from the ICU, an objective assessment of long-term recovery is possible.
References
Ait Hssain, A., Farigon, N., Merdji, H., Guelon, D., Bohé, J., Cayot, S., Chabanne, R., Constantin, J.-M., Pereira, B., Bouvier, D., Andant, N., Roth, H., Thibault, R., Sapin, V., Hasselmann, M., Souweine, B., Cano, N., Boirie, Y., & Dupuis, C. (2023). Body composition and muscle strength at the end of ICU stay are associated with 1-year mortality, a prospective multicenter observational study. Clinical Nutrition (Edinburgh, Scotland), 42(10), 2070–2079. https://doi.org/10.1016/j.clnu.2023.09.001
Akamatsu, Y., Kusakabe, T., Arai, H., Yamamoto, Y., Nakao, K., Ikeue, K., Ishihara, Y., Tagami, T., Yasoda, A., Ishii, K., & Satoh‐Asahara, N. (2022). Phase angle from bioelectrical impedance analysis is a useful indicator of muscle quality. Journal of Cachexia, Sarcopenia and Muscle, 13(1), 180–189. https://doi.org/10.1002/jcsm.12860
Barazzoni, R., Jensen, G. L., Correia, M. I. T. D., Gonzalez, M. C., Higashiguchi, T., Shi, H. P., Bischoff, S. C., Boirie, Y., Carrasco, F., Cruz-Jentoft, A., Fuchs-Tarlovsky, V., Fukushima, R., Heymsfield, S., Mourtzakis, M., Muscaritoli, M., Norman, K., Nyulasi, I., Pisprasert, V., Prado, C., … Compher, C. (2022). Guidance for assessment of the muscle mass phenotypic criterion for the Global Leadership Initiative on Malnutrition (GLIM) diagnosis of malnutrition. Clinical Nutrition (Edinburgh, Scotland), 41(6), 1425–1433. https://doi.org/10.1016/j.clnu.2022.02.001
Barazzoni, R., Jensen, G. L., Correia, M. I. T. D., Gonzalez, M. C., Higashiguchi, T., Shi, H. P., Bischoff, S. C., Boirie, Y., Carrasco, F., Cruz-Jentoft, A., Fuchs-Tarlovsky, V., Fukushima, R., Heymsfield, S., Mourtzakis, M., Muscaritoli, M., Norman, K., Nyulasi, I., Pisprasert, V., Prado, C., … Compher, C. (2022). Guidance for assessment of the muscle mass phenotypic criterion for the Global Leadership Initiative on Malnutrition (GLIM) diagnosis of malnutrition. Clinical Nutrition, 41(6), 1425–1433. https://doi.org/10.1016/j.clnu.2022.02.001
Basso, F., Berdin, G., Virzì, G. M., Mason, G., Piccinni, P., Day, S., Cruz, D. N., Wjewodzka, M., Giuliani, A., Brendolan, A., & Ronco, C. (2013). Fluid Management in the Intensive Care Unit: Bioelectrical Impedance Vector Analysis as a Tool to Assess Hydration Status and Optimal Fluid Balance in Critically Ill Patients. Blood Purification, 36(3–4), 192–199. https://doi.org/10.1159/000356366
Chamney, P. W., Wabel, P., Moissl, U. M., Müller, M. J., Bosy-Westphal, A., Korth, O., & Fuller, N. J. (2007). A whole-body model to distinguish excess fluid from the hydration of major body tissues. The American Journal of Clinical Nutrition, 85(1), 80–89. https://doi.org/10.1093/ajcn/85.1.80
Compher, C., Bingham, A. L., McCall, M., Patel, J., Rice, T. W., Braunschweig, C., & McKeever, L. (2022). Guidelines for the provision of nutrition support therapy in the adult critically ill patient: The American Society for Parenteral and Enteral Nutrition. Journal of Parenteral and Enteral Nutrition, 46(1), 12–41. https://doi.org/10.1002/jpen.2267
Comym, V. C., Macedu, Y. S., Neves, E. K. P. B., Bueno, A. C., Fernandez, H. C., Moreira, M. E. L., & Vieira, A. A. (2016). Interference of heart and transcutaneous oxygen monitoring in the measurement of bioelectrical impedance analysis in preterm newborns. Jornal de Pediatria (Versão em Português), 92(5), 528–531. https://doi.org/10.1016/j.jpedp.2016.05.013
Da Silva, B. R., Gonzalez, M. C., Cereda, E., & Prado, C. M. (2022). Exploring the potential role of phase angle as a marker of oxidative stress: A narrative review. Nutrition, 93, 111493. https://doi.org/10.1016/j.nut.2021.111493
Dumitriu, A. M., Cobilinschi, C., Dumitriu, B., Vâlcea, S., Ungureanu, R., Popa, A., Ene, R., Țincu, R., Grințescu, I. M., & Mirea, L. (2025). Advancing Nutritional Care Through Bioelectrical Impedance Analysis in Critical Patients. Nutrients, 17(3), 380. https://doi.org/10.3390/nu17030380
Dupertuis, Y. M., Jimaja, W., Beardsley Levoy, C., & Genton, L. (2025). Bioelectrical impedance analysis instruments: How do they differ, what do we need for clinical assessment? Current Opinion in Clinical Nutrition & Metabolic Care, 28(5), 379–387. https://doi.org/10.1097/MCO.0000000000001142
Fazzini, B., Märkl, T., Costas, C., Blobner, M., Schaller, S. J., Prowle, J., Puthucheary, Z., & Wackerhage, H. (2023). The rate and assessment of muscle wasting during critical illness: A systematic review and meta-analysis. Critical Care (London, England), 27(1), 2. https://doi.org/10.1186/s13054-022-04253-0
García Del Valle-Alegría, G. R., Osuna-Padilla, I. A., Gómez-Rodríguez, A. L., Alarcón-Dionet, A., Rodriguez-Díaz, Z., & Buendía-Roldán, I. (2024). Validity of bioelectric impedance analysis for body composition assessment in interstitial lung disease patients. Nutricion Hospitalaria, 41(4), 810–814. https://doi.org/10.20960/nh.04882
García-Grimaldo, A., Rodríguez-Moguel, N. C., Godínez-Victoria, M., Rodríguez-Llamazares, S., Ríos-Ayala, M. A., Cadeza-Aguilar, J. D., & Osuna-Padilla, I. A. (2025). Associations between Intensive care unit acquired weakness with post-extubation dysphagia and other clinical outcomes-a cohort study in critically ill respiratory patients. Clinical Nutrition ESPEN, 66, 194–201. https://doi.org/10.1016/j.clnesp.2025.01.044
García‐Grimaldo, A., Rodríguez‐Moguel, N. C., Hernández‐Cárdenas, C. M., & Osuna‐Padilla, I. A. (2025). Comparison of fat‐free mass adjusted for overhydration obtained by bioelectrical impedance and computed tomography in critically ill patients with COVID‐19: A secondary analysis of a prospective cohort. Nutrition in Clinical Practice, ncp.70081. https://doi.org/10.1002/ncp.70081
Garcia-Grimaldo, A., Rodríguez-Moguel, N. C., Ríos-Ayala, M. A., Hernández-Cárdenas, C. M., Pensado-Piedra, L., & Osuna-Padilla, I. A. (2024). Muscle wasting in ICU-patients with COVID-19—Descriptive analysis and risk factors identification. Medicina Intensiva, 48(8), 487–490. https://doi.org/10.1016/j.medine.2024.04.010
García‐Grimaldo, A., Trujillo‐Mercado, A. S., Rodríguez‐Moguel, N. C., Rios‐Ayala, M. A., Hernandez‐Cardenas, C. M., & Osuna‐Padilla, I. A. (2024). Association between longitudinal changes in phase angle and mortality rate in adults critically ill with COVID‐19: A retrospective cohort study. Journal of Parenteral and Enteral Nutrition, 48(8), 974–981. https://doi.org/10.1002/jpen.2685
Ismael, S., Savalle, M., Trivin, C., Gillaizeau, F., D’Auzac, C., & Faisy, C. (2014). The consequences of sudden fluid shifts on body composition in critically ill patients. Critical Care, 18(2), R49. https://doi.org/10.1186/cc13794
Jacobs, I., Lowe, A., Garcia, L., & Zhang, H. (2026). Advancing physical activity monitoring through bioimpedance measurement: A review. Progress in Biomedical Engineering, 8(2), 022002. https://doi.org/10.1088/2516-1091/ae3671
Jones, S. L., Tanaka, A., Eastwood, G. M., Young, H., Peck, L., Bellomo, R., & Mårtensson, J. (2015). Bioelectrical impedance vector analysis in critically ill patients: A prospective, clinician-blinded investigation. Critical Care, 19(1), 290. https://doi.org/10.1186/s13054-015-1009-3
Kim, D. B., Shin, S. S., & Kim, W.-S. (2026). Assessment of bioelectrical impedance analysis devices for data reliability of body impedance measurements. Frontiers in Nutrition, 12, 1705346. https://doi.org/10.3389/fnut.2025.1705346
Kim, D., Sun, J. S., Lee, Y. H., Lee, J. H., Hong, J., & Lee, J.-M. (2019). Comparative assessment of skeletal muscle mass using computerized tomography and bioelectrical impedance analysis in critically ill patients. Clinical Nutrition (Edinburgh, Scotland), 38(6), 2747–2755. https://doi.org/10.1016/j.clnu.2018.12.002
Lee, K.-E., Lee, J., Lee, S.-M., Oh, D. K., Lee, S. Y., Hyun, D.-G., Park, M. H., Lim, C.-M., Lee, H. Y., & on behalf of the Korean Sepsis Alliance (KSA) Investigators. (2025). Hyperosmolar Dehydration in Sepsis: Implications for Initial Fluid Management. Critical Care Medicine, 53(12), e2583–e2595. https://doi.org/10.1097/CCM.0000000000006891
Lima, J., Eckert, I., Gonzalez, M. C., & Silva, F. M. (2022). Prognostic value of phase angle and bioelectrical impedance vector in critically ill patients: A systematic review and meta-analysis of observational studies. Clinical Nutrition, 41(12), 2801–2816. https://doi.org/10.1016/j.clnu.2022.10.010
Looijaard, W. G. P. M., Molinger, J., & Weijs, P. J. M. (2018). Measuring and monitoring lean body mass in critical illness. Current Opinion in Critical Care, 24(4), 241–247. https://doi.org/10.1097/MCC.0000000000000511
Looijaard, W. G. P. M., Stapel, S. N., Dekker, I. M., Rusticus, H., Remmelzwaal, S., Girbes, A. R. J., Weijs, P. J. M., & Oudemans-van Straaten, H. M. (2020). Identifying critically ill patients with low muscle mass: Agreement between bioelectrical impedance analysis and computed tomography. Clinical Nutrition, 39(6), 1809–1817. https://doi.org/10.1016/j.clnu.2019.07.020
Malbrain, M. L. N. G., Huygh, J., Dabrowski, W., De Waele, J. J., Staelens, A., & Wauters, J. (2014). The use of bio-electrical impedance analysis (BIA) to guide fluid management, resuscitation and deresuscitation in critically ill patients: A bench-to-bedside review. Anestezjologia Intensywna Terapia, 46(5), 381–391. https://doi.org/10.5603/AIT.2014.0061
Marra, M., Sammarco, R., De Lorenzo, A., Iellamo, F., Siervo, M., Pietrobelli, A., Donini, L. M., Santarpia, L., Cataldi, M., Pasanisi, F., & Contaldo, F. (2019). Assessment of Body Composition in Health and Disease Using Bioelectrical Impedance Analysis (BIA) and Dual Energy X-Ray Absorptiometry (DXA): A Critical Overview. Contrast Media & Molecular Imaging, 2019, 1–9. https://doi.org/10.1155/2019/3548284
Moonen, H. P. F. X., & Van Zanten, A. R. H. (2021). Bioelectric impedance analysis for body composition measurement and other potential clinical applications in critical illness. Current Opinion in Critical Care, 27(4), 344–353. https://doi.org/10.1097/MCC.0000000000000840
Mundi, M. S., Patel, J. J., & Martindale, R. (2019). Body Composition Technology: Implications for the ICU. Nutrition in Clinical Practice, 34(1), 48–58. https://doi.org/10.1002/ncp.10230
Myatchin, I., Abraham, P., & Malbrain, M. L. N. G. (2020). Bio-electrical impedance analysis in critically ill patients: Are we ready for prime time? Journal of Clinical Monitoring and Computing, 34(3), 401–410. https://doi.org/10.1007/s10877-019-00439-0
Osuna-Padilla, I. A., Rodríguez-Moguel, N. C., Rodríguez-Llamazares, S., Aguilar-Vargas, A., Casas-Aparicio, G. A., Ríos-Ayala, M. A., & Hernández-Cardenas, C. M. (2022). Low phase angle is associated with 60-day mortality in critically ill patients with COVID-19. JPEN. Journal of Parenteral and Enteral Nutrition, 46(4), 828–835. https://doi.org/10.1002/jpen.2236
Osuna-Padilla, I. A., Rodríguez-Moguel, N. C., Rodríguez-Llamazares, S., Orsso, C. E., Prado, C. M., Ríos-Ayala, M. A., Villanueva-Camacho, O., Aguilar-Vargas, A., Pensado-Piedra, L. E., Juárez-Hernández, F., & Hernández-Cárdenas, C. M. (2022). Low muscle mass in COVID-19 critically-ill patients: Prognostic significance and surrogate markers for assessment. Clinical Nutrition (Edinburgh, Scotland), 41(12), 2910–2917. https://doi.org/10.1016/j.clnu.2022.02.019
Prado, C. M., Landi, F., Chew, S. T. H., Atherton, P. J., Molinger, J., Ruck, T., & Gonzalez, M. C. (2022). Advances in muscle health and nutrition: A toolkit for healthcare professionals. Clinical Nutrition, 41(10), 2244–2263. https://doi.org/10.1016/j.clnu.2022.07.041
Reyes‐Torres, C. A., Flores‐López, A., Osuna‐Padilla, I. A., Hernández‐Cárdenas, C. M., & Serralde‐Zúñiga, A. E. (2022). Phase angle and overhydration are associated with post‐extubating dysphagia in patients with COVID‐19 discharged from the ICU. Nutrition in Clinical Practice, 37(1), 110–116. https://doi.org/10.1002/ncp.10781
Rodríguez-Moguel, N., Osuna-Padilla, I. A., Piekarska, K. B., Negrete-García, M.-F., Hernández-Muñoz, A., Contreras-Marín, J. A., Montaño-Mattar, R., & Casas-Aparicio, G. (2024). Fluid Status Assessment in Critically Ill Patients with COVID-19: A Retrospective Cohort Study. Journal of Clinical Medicine, 13(2), 540. https://doi.org/10.3390/jcm13020540
Samoni, S., & Bonilla-Reséndiz, L. I. (2019). Noninvasive Methods of Fluid Status Assessment in Critically Ill Patients. En Critical Care Nephrology (pp. 821-825.e2). Elsevier. https://doi.org/10.1016/B978-0-323-44942-7.00135-7
Sanson, G., Doriguzzi, L., Garbari, P., Ruggiero, M. J., Valentinuzzo, I., Mettulio, T., Stolfa, E., Fisicaro, M., Vecchiet, S., Mazzaro, E., Zanetti, M., & Fabiani, A. (2024). The severity of early fluid overload assessed by bioelectrical vector impedance as an independent risk factor for longer patient care after cardiac surgery. Clinical Nutrition, 43(3), 803–814. https://doi.org/10.1016/j.clnu.2024.02.007
Schefold, J. C., Wollersheim, T., Grunow, J. J., Luedi, M. M., Z’Graggen, W. J., & Weber-Carstens, S. (2020). Muscular weakness and muscle wasting in the critically ill. Journal of Cachexia, Sarcopenia and Muscle, 11(6), 1399–1412. https://doi.org/10.1002/jcsm.12620
Silva-García, J., García-Grimaldo, A., Rodríguez-Moguel, N. C., Gómez-Rodriguez, A. L., Rios-Ayala, M. A., Hernández-Cardenas, C. M., Cadeza-Aguilar, J. D., & Osuna-Padilla, I. A. (2025). Malnutrition is associated with clinical outcomes in mechanically ventilated patients with pneumonia and other lung manifestations: A retrospective cohort study. Nutrition in Clinical Practice: Official Publication of the American Society for Parenteral and Enteral Nutrition, 40(4), 870–879. https://doi.org/10.1002/ncp.11269
Singer, P., Blaser, A. R., Berger, M. M., Calder, P. C., Casaer, M., Hiesmayr, M., Mayer, K., Montejo-Gonzalez, J. C., Pichard, C., Preiser, J.-C., Szczeklik, W., Van Zanten, A. R. H., & Bischoff, S. C. (2023). ESPEN practical and partially revised guideline: Clinical nutrition in the intensive care unit. Clinical Nutrition, 42(9), 1671–1689. https://doi.org/10.1016/j.clnu.2023.07.011
Thibault, R., Makhlouf, A.-M., Mulliez, A., Cristina Gonzalez, M., Kekstas, G., Kozjek, N. R., Preiser, J.-C., Rozalen, I. C., Dadet, S., Krznaric, Z., Kupczyk, K., Tamion, F., Cano, N., Pichard, C., Phase Angle Project Investigators, Graf, S., Heidegger, C. P., Guerreiro, M., Orlandi, S., … Kunovic, A. (2016). Fat-free mass at admission predicts 28-day mortality in intensive care unit patients: The international prospective observational study Phase Angle Project. Intensive Care Medicine, 42(9), 1445–1453. https://doi.org/10.1007/s00134-016-4468-3
van Gassel, R. J. J., Baggerman, M. R., & van de Poll, M. C. G. (2020). Metabolic aspects of muscle wasting during critical illness. Current Opinion in Clinical Nutrition and Metabolic Care, 23(2), 96–101. https://doi.org/10.1097/MCO.0000000000000628
Yap, J., Rafii, M., Azcue, M., & Pencharz, P. (2017). Effect of Intravenous Infusion Solutions on Bioelectrical Impedance Spectroscopy. JPEN. Journal of Parenteral and Enteral Nutrition, 41(4), 641–646. https://doi.org/10.1177/0148607115619598
Zheng, W.-H., Zhao, Y.-H., Yao, Y., & Huang, H.-B. (2023). Prognostic role of bioelectrical impedance phase angle for critically ill patients: A systemic review and meta-analysis. Frontiers in Medicine, 9, 1059747. https://doi.org/10.3389/fmed.2022.1059747
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Juan Ramón Ballesteros-Villascan , Luis Fernando Cruz-Hernandez , Marycarmen Godínez-Victoria, Nadia Carolina Rodríguez-Moguel, Alan García-Grimaldo (Autor/a)

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.