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Changes in bioelectrical and non-bioelectrical variables associated with overweight after a weight-loss program based on intestinal microbiota modulation Cover

Changes in bioelectrical and non-bioelectrical variables associated with overweight after a weight-loss program based on intestinal microbiota modulation

Open Access
|Dec 2025

Figures & Tables

Figure 1:

Timetable of the study. T1-T4 indicate the four times when samples and measurements were taken in the OG.
Timetable of the study. T1-T4 indicate the four times when samples and measurements were taken in the OG.

Figure 2:

Behavior, during the study, of medians of the variables pertaining to: a) subtype “+”, i.e., those whose decrease can be considered as beneficial, and b) subtype “−”, i.e., those whose increase can be considered as beneficial. T1 to T4 refer to the time of measurement, and values in parenthesis indicate the number of variables (n) included in each type. CI95%: indicate 95% confidence intervals. For more details see text and Supplementary Information.
Behavior, during the study, of medians of the variables pertaining to: a) subtype “+”, i.e., those whose decrease can be considered as beneficial, and b) subtype “−”, i.e., those whose increase can be considered as beneficial. T1 to T4 refer to the time of measurement, and values in parenthesis indicate the number of variables (n) included in each type. CI95%: indicate 95% confidence intervals. For more details see text and Supplementary Information.

Figure 3:

Three special cases of variables type BIA-0: a) CRP (a subtype “+” variable), b) F/BR, and c) %AM, the latter two, subtype “−”. See text for more details.
Three special cases of variables type BIA-0: a) CRP (a subtype “+” variable), b) F/BR, and c) %AM, the latter two, subtype “−”. See text for more details.

Main products consumed during the 6-day treatment, indicating daily intake, caloric content, and macronutrient composition (protein, carbohydrates, and fat)_

ProductDaily intakeUnitsCaloriesProtein (g)Carbohydrates (g)Fat (g)
Almond milk250ml37.51.02.50.0
Apple juice415ml207.50.050.05.0
Apple vinegar100ml24.00.00.00.0
Avocado80g143.01.28.07.3
Bee honey75ml249.00.461.80.1
Broth made of ginger, carrot, celery, mushroom, parsley, spinach, and pumpkin.250ml52.01.49.20.4
Coca tea100ml0.00.00.00.4
Cold pressed 100% vegetable juice made of peppermint, apple, cucumber & wheatgrass.500ml92.01.021.111.0
Granulated kola (multivitamin supplement)15g52.50.011.61.2
Greek yogurt100g66.67.30.68.6
Kefir/kombucha20ml12.80.70.70.0
Liquid chlorophyll30ml0.00.00.00.6
Liquid chocolate200ml93.00.76.31.0
Montmorillonite (clay)15g0.00.00.00.0
Papaya160g64.00.813.10.0
Psyllium15g0.00.00.00.0
Quinoa powder15g56.02.122.50.0
Total 1149.916.6207.435.6

Complete list of variables included in the study (n=44) with units, type, subtype and medians_ In the LG, a single measurement was carried out, while, in the OG, measurements were taken at four different times (T1-T4, see Figure 1 in the main text)_ Data of the two OG subgroups (COG and EOG) were pulled together, and pre and post values were considered as follows: pre values, for the EOG, were those taken at week 1 (T1) and, for the COG group, those taken at week 8 (T3); post values for the EOG were those taken at week 3 (T2), and, for the COG, those taken at week 10 (T4)_ The list is ordered by the last column, which shows the relative change (as %) of the median value of each variable in the week following the treatment (post) compared to those taken in the previous week (pre)_

No.NameUnitsTypeSub-typeLG (n=8)Treated OG (n=11)Post - pre-P-valueSignificanceMedians normalised against LG
Pre-Post-LGprepostPost - pre%
1C-reactive proteinmg/lBIA-0+0.24.20.5−3.74.3E-06Yes100.02100.0260.0−1840.0−87.6
2Triglyceridesmg/dlBIA-0+82.0177.079.0−98.09.8E-04Yes100.0215.996.3−119.5−55.4
3Thyroid stimulating hormoneuIU/mlBIA-0+1.63.21.5−1.84.9E-07Yes100.0206.593.5−112.9−54.7
4Very-low density lipoproteinmg/dlBIA-0+23.134.620.8−13.82.2E-06Yes100.0149.890.0−59.7−39.9
5Total cholesterol/high density lipoprotein ratio------BIA-0+2.23.62.6−1.04.2E-07Yes100.0163.2117.3−45.9−28.1
6Low-density lipoproteinmg/dlBIA-0+43.588.664.4−24.21.1E-05Yes100.0203.7148.0−55.6−27.3
7Tecumseh test heart rate#/minBIA-0+85.0108.086.0−22.01.8E-07Yes100.0127.1101.2−25.9−20.4
8Total cholesterolmg/dlBIA-0+121.7163.7134.0−29.79.8E-04Yes100.0134.5110.1−24.4−18.1
9Resting heart rate#/minBIA-0+70.084.072.0−12.09.0E-05Yes100.0120.0102.9−17.1−14.3
10Fat/lean ratio------BIA-2+0.40.60.5−0.13.0E-03Yes100.0153.7132.4−21.3−13.9
11Fasting blood glucosemg/dlBIA-0+77.093.081.0−12.05.9E-05Yes100.0120.8105.2−15.6−12.9
12FMI (fat mass index)%BIA-2+5.79.78.5−1.22.1E-04Yes100.0168.8147.9−20.9−12.4
13Waist perimetercmBIA-0+75.293.084.2−8.81.1E-08Yes100.0123.7112.0−11.7−9.5
14Systolic blood pressuremmHgBIA-0+109.0121.0110.0−11.05.1E-05Yes100.0111.0100.9−10.1−9.1
15Diastolic blood pressuremmHgBIA-0+70.078.071.0−7.03.2E-07Yes100.0111.4101.4−10.0−9.0
16Waist perimeter/height ratio------BIA-0+0.50.60.50.03.2E-08Yes100.0118.8108.3−10.4−8.8
17Percentage body fat mass%BIA-2+23.634.531.9−2.62.1E-10Yes100.0146.2135.2−11.0−7.5
18Z5 (electrical impedance at 5 kHz)ΩBIA-1+794.0711.0666.0−45.01.2E-01No100.089.583.9−5.7−6.3
19Z20 (electrical impedance at 20 kHz)ΩBIA-1+769.0681.0639.0−42.01.1E-01No100.088.683.1−5.5−6.2
20Body mass indexkg/m2BIA-0+21.328.026.3−1.79.8E-04Yes100.0131.5123.7−7.9−6.0
21Z50 (electrical impedance at 50 kHz)ΩBIA-1+711.5611.0577.0−34.09.7E-02No100.085.981.1−4.8−5.6
22R50 (electrical resistance at 50 kHz)ΩBIA-1+707.4606.2572.7−33.59.5E-02No100.085.781.0−4.7−5.5
23Z100 (electrical impedance at 100 kHz)ΩBIA-1+692.0593.0561.0−32.09.5E-02No100.085.781.1−4.6−5.4
24Z200 (electrical impedance at 200 kHz)ΩBIA-1+648.5554.0525.0−29.09.2E-02No100.085.481.0−4.5−5.2
25WeightkgBIA-0+52.169.966.5−3.44.3E-11Yes100.0134.3127.8−6.5−4.9
26Impedance ratio (IR) times 10------BIA-1+7.68.07.8−0.11.7E-04Yes100.0104.1102.3−1.8−1.8
AgeyearsBIA-0 22.022.622.60.06.3E-02No100.0103.0103.00.00.0
HeightcmBIA-0 155.4160.2160.50.39.8E-04Yes100.0103.1103.30.20.2
1Fat-free hydration%BIA-1- 69.667.367.80.53.6E-01No100.096.897.50.70.7
2Muscle mass index------BIA-1- 1.01.21.20.05.7E-01No100.0116.9119.93.02.6
3Total body water%BIA-2- 52.444.246.01.87.1E-03Yes100.084.487.83.44.0
4Phase angle°BIA-1- 7.66.87.10.31.3E-04Yes100.089.993.83.94.4
5Lean mass%BIA-2-70.159.962.82.91.1E-02Yes100.085.589.64.14.8
6Active cell mass%BIA-2-44.838.240.62.48.4E-03Yes100.085.390.65.36.2
7Extracellular water%BIA-2-19.015.917.01.11.3E-02Yes100.083.389.15.87.0
8Intracellular water%BIA-2-29.223.725.51.81.6E-03Yes100.081.287.36.17.5
9Skeletal muscle mass%BIA-2-36.932.435.02.64.5E-03Yes100.087.895.07.28.2
10Metabolic protein mass%BIA-2-14.413.014.11.12.5E-01No100.090.398.27.98.8
11High-density lipoproteinmg/dlBIA-0-54.545.052.07.01.4E-07Yes100.082.695.412.815.6
12Xc50 (capacitive reactance at 50 kHz)ΩBIA-1-77.671.182.211.11.0E-01No100.091.6105.914.315.7
13Modified Wells sit-and-reach testcmBIA-0-41.128.033.05.07.1E-08Yes100.068.180.312.217.9
14Maximal hand grip strengthkgBIA-0-33.125.832.76.91.4E-06Yes100.077.998.820.826.7
15Firmicutes/bacteroidota ratio------BIA-0-1.90.91.60.62.1E-01No100.051.284.333.264.9
16Relative prevalence of Akkermansia muciniphila%BIA-0-1.10.16.16.01.5E-02Yes100.09.0568.6559.66197.8

List of abbreviations and symbols_

“−”Subtype of variables whose increase can be considered as beneficial
“+”Subtype of variables whose decrease can be considered as beneficial
%AMRelative prevalence of Akkermansia muciniphila bacteria
%BFPercentage of body fat
BIABioelectrical impedance analysis
BIA-0Type of variables not involving BIA values
BIA-1Type of electrical measured/calculated BIA variables
BIA-2Type of variables combining BIA-0 an BIA-1 values
BMIBody mass index
CBCSBioethical Committee of Health Sciences (Comité de Bioética de Ciencias para la Salud, in Spanish)
CI95%Confidence interval at 95% level
CNCDsChronic non communicable diseases
COGControl (sub)group of overweight volunteers
CRPC-reactive protein
EOGExperimental (sub)group of overweight volunteers
F/BRFirmicutes/bacteroidota ratio
HDLHigh density lipoprotein or “good” cholesterol
IMBIntestinal microbiota
IRImpedance ratio (Z200/Z5)
LDLLow density lipoprotein or "bad" cholesterol
LGGroup of lean volunteers
OGGroup of overweight volunteers
PhAPhase angle at 50 kHz
R50Electrical resistance (or real part of the impedance, Z’) at 50 kHz in ohm (Ω)
SDStandard deviation
SISupplementary information
T1Time of first measurements (week 1)
T2Time of second measurements (week 4)
T3Time of third measurements (week 8)
T4Time of fourth measurements (week 10)
TGTriglycerides
Xc50Electrical reactance (or imaginary part of Z, Z”) at 50 kHz in Ω (ohm)
Language: English
Page range: 135 - 145
Submitted on: Sep 14, 2025
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Published on: Dec 17, 2025
Published by: University of Oslo
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 L. O. Tapasco-Tapasco, C. A. Gonzalez-Correa, P. A. Gomez-Buitrago, published by University of Oslo
This work is licensed under the Creative Commons Attribution 4.0 License.