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Analysis of the effects of individualized nutrition and physical activities on body composition during the treatment of breast cancer patients Cover

Analysis of the effects of individualized nutrition and physical activities on body composition during the treatment of breast cancer patients

Open Access
|Sep 2026

Figures & Tables

TABLE 1.

Baseline demographic and clinical characteristics of participants

InterventionControlp
N287194
Cancer stage [%]0.398
05 (1.7)4 (2.1)
1121 (42.2)86 (44.3)
2114 (39.7)64 (33.0)
330 (10.5)30 (15.5)
417 (5.9)10 (5.2)
Living environment [%]0.001
urban157 (54.7)78 (40.2)
suburban48 (16.7)30 (15.5)
rural82 (28.6)86 (44.3)
Social status [%]0.836
upper class4 (1.4)3 (1.5)
upper middle class44 (15.3)25 (12.9)
middle class205 (71.4)141 (72.7)
working class33 (11.5)23 (11.9)
lower class1 (0.3)1 (0.5)
no data0 (0.0)1 (0.5)
Age at baseline (years) ± SD51.28 +/- 9.1151.19 +/- 8.760.909
Nutritional Risk Screening (NRS) [%]122 (42.5)90 (46.4)0.455
NRS – points [%]
0165 (57.5)104 (53.6)
190 (31.4)66 (34.0)
213 (4.5)12 (6.2)
37 (2.4)4 (2.1)
41 (0.3)0 (0.0)
no data11 (3.8)8 (4.1)
GLIM -positive [%]60 (20.9)52 (26.8)0.164
Obesity = 1 [%] [BMI ≥ 30 kg/m2]61 (21.3)41 (21.1)1.000

1 BMI = body mass index; GLIM = Global Leadership Initiative on Malnutrition; NRS 2002 = Nutritional Risk Screening 2002; SD = standard deviation; WHO = World Health Organization

TABLE 2.

Descriptive statistics (mean ± SD) for Bioelectrical Impedance Analysis (BIA) parameters at each measurement time point, stratified by GLIM status

GLIM negativeGLIM positive
ParameterMeas.InterventionControlInterventionControl
Phase angle (°)15.4 +/-0.75.5 +/-0.65.2 +/-1.35.2 +/-0.6
24.9 +/-0.65 +/-0.64.8 +/-0.64.7 +/-0.7
35 +/-0.75.2 +/-0.74.9 +/-0.74.9 +/-0.6
FFMI (kg/m2)117.1 +/-1.517.2 +/-1.315 +/-1.715 +/-1.6
217.2 +/-1.717.2 +/-1.515.5 +/-1.815.4 +/-1.8
317 +/-1.617.1 +/-1.415.4 +/-1.615.1 +/-1.5
Fat mass (%)136.5 +/-7.536.6 +/-730.3 +/-7.430.4 +/-8.5
236.3 +/-7.136.6 +/-731.4 +/-6.730.3 +/-6.3
337 +/-6.837.1 +/-7.132.4 +/-8.431.3 +/-6.5
TBW (%)147.6 +/-547.6 +/-4.953.6 +/-5.754 +/-6.1
248 +/-547.8 +/-4.852.8 +/-4.953.6 +/-5.4
347.5 +/-4.747.4 +/-4.951.5 +/-5.353.2 +/-5.8

1 FFMI = fat-free mass index; GLIM = Global Leadership Initiative on Malnutrition; TBW = total body water Meas. = Measurement; Measurement 1 = baseline; Measurement 2 = 6 months; Measurement 3 = 12 months

FIGURE 1.

Distribution of Bioelectrical Impedance Analysis (BIA) measurements. The median and the first and third quartiles of each measurement are shown.

BMI = body mass index; FFMI = fat-free mass index; TBW = total body water

Measurement 1 = baseline; Measurement 2 = 6 months; Measurement 3 = 12 months

FIGURE 2.

Mean difference between the 3rd and 1st measurement for each parameter with 95% confidence interval, shown for GLIMpositive and GLIM-negative patients in the control and intervention group.

BMI = body mass index; FFMI = fat-free mass index; GLIM = Global Leadership Initiative on Malnutrition; TBW = total body water

TABLE 3.

Comparison of body composition changes (3rd–1st measurement) between intervention and control groups, stratified by GLIM status

ParameterGLIMMean difference (intervention – control)t-valueDiferencep-valueAdjusted p-valueLower limitHigher limit
FFMI0-0.03-0.44270.10.6621.0-0.180.12
FFMI10.302.43104.00.0170.20.050.54
BMI0-0.17-0.94295.10.3501.0-0.540.19
BMI10.431.4496.40.1541.0-0.161.02
TBW00.190.69284.90.4921.0-0.360.75
TBW1-0.51-0.8883.60.3801.0-1.660.64
FM00.050.13309.80.8941.0-0.720.82
FM10.210.1684.20.8691.0-2.352.78
phase angle (°)00.020.33257.80.7441.0-0.090.13
phase angle (°)1-0.25-0.2567.10.8061.0-0.040.31

1 BMI = body mass index (kg/m2); FM = fat mass (%); FFMI = fat-free mass index (kg/m2); GLIM = Global Leadership Initiative on Malnutrition; TBW = total body water (%)

DOI: https://doi.org/10.2478/raon-2026-0046 | Journal eISSN: 1581-3207 | Journal ISSN: 1318-2099
Language: English
Page range: 459 - 470
Submitted on: Feb 10, 2026
Accepted on: Jun 2, 2026
Published on: Sep 7, 2026
Published by: Association of Radiology and Oncology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2026 Rok Blaz, Masa Kovac, Nada Rotovnik Kozjek, published by Association of Radiology and Oncology
This work is licensed under the Creative Commons Attribution 4.0 License.