Fat-free mass at admission predicts 28-day mortality in intensive care unit patients: the international prospective observational study Phase Angle Project
Open accessAbstract
Purpose Phase angle as measured by bioelectrical impedance analysis reflects fat-free mass. Fat-free mass loss relates to worse prognosis in chronic diseases. Primary aim of this study was: to determine the association between fat-free mass at intensive care unit admission and 28-day mortality. Methods Ten centres in nine countries participated in this multicentre prospective observational study. The inclusion criteria were age >18 years; expected length of stay >48 h; absence of pacemaker, heart defibrillator implant, pregnancy and lactation. Fat-free mass was assessed by measurement of the 50-kHz phase angle at admission. The primary endpoint was 28-day mortality. The area under the receiver operating characteristic curve (AUC) was used to assess prediction of 28-day mortality by fat-free mass at ICU admission. The variables associated with 28-day mortality were analysed by means of multivariable logistic regression. Results Of the 3605 patients screened, 931 were analysed: age 61 ± 16 years, male 60 %, APACHE II 19 ± 9, body mass index 26 ± 6, day 1 phase angle 4.5° ± 1.9°. Day 1 phase angle was lower in patients who eventually died than in survivors (4.1° ± 2.0° vs. 4.6° ± 1.8°, P = 0.001). The day 1 phase angle AUC for 28-day mortality was 0.63 [0.58-0.67]. In multivariable analysis, the following were independently associated with 28-day mortality: age (adjusted odds ratio (aOR) 1.014 [95 % confidence interval 1.002-1.027], P = 0.03), day 1 phase angle (aOR 0.86 [0.78-0.96], P = 0.008), APACHE II (aOR 1.08 [1.06-1.11], P < 0.001), surgical patient (aOR 0.51 [0.33-0.79], P = 0.002), and admission for other diagnosis (aOR 0.39 [0.21-0.72], P = 0.003). A multivariable combined score improved the predictability of 28-day mortality: AUC = 0.79 [0.75-0.82]. Conclusion Low fat-free mass at ICU admission is associated with 28-day mortality. A combined score improves mortality predictability. Trial registration NCT01907347 ( http://www.clinicaltrials.gov ).
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Muscle mass can be evaluated by ultrasound, computerized tomography scan, or bioelectric impedance analysis (BIA).
“Muscle mass can be evaluated by ultrasound [18], computerized tomography scan [19], or bioelectric impedance analysis (BIA) [20].”
From ESPEN practical and partially revised guideline: Clinical nutrition in the intensive care unit (2023) · cites this paper as [20]
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Bioelectrical impedance analysis?part I: review of principles and methods
KYLE, U. (2004) · Clinical Nutrition · doi:10.1016/j.clnu.2004.06.004 · Cited by 3,200 · see citing works
Pichard, C., Kyle, U. G., Morabia, A., Perrier, A., Vermeulen, B., & Unger, P. (2004) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/79.4.613 · Cited by 392 · see citing works
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ESPEN guideline on clinical nutrition in the intensive care unit.
Singer, P., Blaser, A. R., Berger, M. M., Alhazzani, W., Calder, P. C., Casaer, M. P., Hiesmayr, M., Mayer, K., Montejo, J. C., Pichard, C., et al. (2019) · Clinical Nutrition · doi:10.1016/j.clnu.2018.08.037 · Cited by 2,904 · see citing works
Self-citationESPEN practical and partially revised guideline: Clinical nutrition in the intensive care unit
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., et al. (2023) · Clinical Nutrition · doi:10.1016/j.clnu.2023.07.011 · Cited by 793 · see citing works
Self-citationImplications of low muscle mass across the continuum of care: a narrative review
Prado, C. M., Purcell, S. A., Alish, C., Pereira, S. L., Deutz, N. E., Heyland, D. K., Goodpaster, B. H., Tappenden, K. A., & Heymsfield, S. B. (2018) · Annals of Medicine · doi:10.1080/07853890.2018.1511918 · Cited by 286 · see citing works
Phase angle and mortality: a systematic review
Garlini, L. M., Alves, F. D., Ceretta, L. B., Perry, I. S., Souza, G. C., & Clausell, N. O. (2019) · European Journal of Clinical Nutrition · doi:10.1038/s41430-018-0159-1 · Cited by 277 · see citing works
Price, K. L., & Earthman, C. P. (2019) · European Journal of Clinical Nutrition · doi:10.1038/s41430-018-0360-2 · Cited by 100 · see citing works
Gonzalez‐Granda, A., Schollenberger, A., Haap, M., Riessen, R., & Bischoff, S. C. (2019) · Journal of Parenteral and Enteral Nutrition · doi:10.1002/jpen.1450 · Cited by 40 · see citing works
- Authors
- 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., Klimasauskas, A., Sostakaite, G., Gorjup, K., Kogovšek, K., Pirtovšek, K. K., Norrenberg, M., Rizkallah, K., Wéry, F., Hssain, A. A., Pereira, B., Souweine, B., Grange, S., Marchalot, A., Bernier-Enguerrand, P., Jakubczyk, M., Różowicz, A., Kłęk, S., & Kunovic, A.
- Affiliations
- Inserm (FR)
- University Hospital of Geneva (CH)
- Centre Hospitalier Universitaire de Clermont-Ferrand (FR)
- Institute of Oncology Ljubljana (SI)
- Erasmus Hospital (BE)
- Nicolaus Copernicus University (PL)
- Centre Hospitalier Universitaire de Rouen (FR)
- Vilnius University (LT)
- Corresponding author
- Thibault, Ronan
- ORCID
- Venue
- Intensive Care Medicine
- Published
- 2016-08-11
- Volume
- 42
- Issue
- 9
- Pages
- 1445-1453
- ISSN
- 0342-4642 (ISSN-L)
- 1432-1238
- OpenAlex
- W2518089696
- Cited by
- 151
- References
- 2
- Citations by year
- 2026: 10 · 2025: 8 · 2024: 14 · 2023: 23 · 2022: 11 · 2021: 16 · 2020: 15 · 2019: 18 · 2018: 25 · 2017: 9 · 2016: 1
- FWCI
- 14.23
- Type
- journal article
- Language
- en
- Open access
- Licence
- Locations
- Intensive Care Medicine (publishedVersion)
- PubMed (publishedVersion)
- Archive ouverte UNIGE (University of Geneva) (publishedVersion)
- HAL (submittedVersion, other-oa)
- Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles) (submittedVersion)
- Archive ouverte UNIGE (University of Geneva) (submittedVersion, cc-by)
- Funders
- European Society Clinical Nutrition and Metabolism
- Topics
- Health Sciences › Medicine › Physiology › Body Composition Measurement Techniques
- Health Sciences › Nursing › Nutrition and Dietetics › Clinical Nutrition and Gastroenterology
- Health Sciences › Medicine › Epidemiology › Sepsis Diagnosis and Treatment
- Keywords
- fat-free mass, phase angle, bioelectrical impedance analysis, 28-day mortality, intensive care unit admission, critically ill patients, prognostic factors, APACHE II score, surgical patients, mortality prediction model, body composition assessment, nutritional assessment, mortality risk stratification
- MeSH terms
- Simplified Acute Physiology Score, Adult, Aged, Aged, 80 and over, Body Composition, Female, Humans, Intensive Care Units, Male, Middle Aged, Predictive Value of Tests, Prospective Studies, Risk Factors, Severity of Illness Index, Time Factors, Body Mass Index, Critical Illness, Hospital Mortality, Electric Impedance, Risk Assessment, APACHE, Area Under Curve
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