The Role of Secreted Frizzled-Related Protein 5 (Sfrp5) in Overweight and Obesity in Childhood and Adolescence
Abstract
:1. Introduction
2. Patients and Methods
2.1. Study Population and Ethics
2.2. Methods
2.2.1. Anthropometric and Body-Composition Parameters
2.2.2. Initial Assessment and Interventions
2.2.3. Annual Assessment
2.2.4. Assays
2.2.5. Statistical Analysis
3. Results
3.1. Clinical Characteristics and Body Composition, Biochemical, and Endocrinologic Parameters
3.2. Adipose Tissue Inflammation-Associated Factors and Subgroups Analysis
3.3. Correlation Coefficient Analysis According to BMI
3.4. Predictors of Sfrp5 and ΔSfrp5
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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(A) | |||||
---|---|---|---|---|---|
Morbid Obesity (n = 63) | Obesity (n = 21) | Overweight (n = 22) | Normal BMI (n = 14) | p | |
Age (years) | 11.56 ± 0.37 | 11.14 ± 0.53 | 12.02 ± 0.52 | 10.75 ± 0.70 | NS |
Height (cm) | 153.25 ± 1.96 | 153.19 ± 2.75 | 149.49 ± 1.98 | 145.80 ± 4.45 | NS |
BW (kg) | 75.55 ± 3.11 | 63.31 ± 3.09 † | 54.30 ± 2.16 † | 39.24 ± 3.49 †,‡,# | <0.01 |
BMI (kg/m2) | 31.22 ± 0.68 | 26.57 ± 0.44 † | 24.07 ± 0.40 †,‡ | 17.95 ± 0.72 †,‡,# | <0.01 |
BMI z-score | 3.56 ± 0.16 | 2.12 ± 0.07 † | 1.31 ± 0.11 †,‡ | −0.33 ± 0.17 †,‡,# | <0.01 |
Waist circumference (cm) | 97.98 ± 1.89 | 91.76 ± 1.84 † | 81.79 ± 1.40 †,‡ | 66.38 ± 2.79 †,‡,# | <0.01 |
Hip circumference (cm) | 107.16 ± 1.94 | 96.18 ± 1.59 † | 89.55 ± 1.76 † | 79.42 ± 3.44 †,‡,# | <0.01 |
WHR | 0.91 ± 0.01 | 0.95 ± 0.01 † | 0.92 ± 0.02 ‡ | 0.84 ± 0.02 †,‡,# | <0.01 |
SBP (mmHg) | 110.46 ± 1.52 | 107.49 ± 3.22 | 103.34 ± 2.54 † | 94.54 ± 3.09 †,‡,# | <0.01 |
DBP (mmHg) | 73.47 ± 0.97 | 68.88 ± 2.09 † | 64.91 ± 2.16 † | 59.92 ± 2.04 †,‡ | <0.01 |
(B) | |||||
Pubertal Status | Total (n = 120) | ||||
Pre-pubertal | 24 (38%) | 12 (57%) | 6 (27%) | 6 (43%) | 48 (40%) |
Pubertal | 39 (62%) | 9 (43%) | 16 (73%) | 8 (57%) | 72 (60%) |
Gender | |||||
Male | 35 (56%) | 16 (76%) | 13 (59%) | 10 (71%) | 74 (62%) |
Female | 28 (44%) | 5 (24%) | 9 (41%) | 4 (29%) | 46 (38%) |
Initial Assessment | 6-Month Assessment | Annual Assessment | p | |
---|---|---|---|---|
Age (years) | 11.48 ± 0.25 | 11.97 ± 0.26 * | 12.50 ± 0.25 *,** | p < 0.01 |
Body weight (kg) | 65.27 ± 2.13 | 63.86 ± 2.20 * | 64.16 ± 1.87 * | p < 0.01 |
Height (cm) | 151.68 ± 1.31 | 154.29 ± 1.35 * | 157.39 ± 1.20 *,** | p < 0.01 |
BMI (kg/m2) | 27.55 ± 0.56 | 25.85 ± 0.62 * | 25.33 ± 0.48 * | p < 0.01 |
BMI z-score | 2.44 ± 0.15 | 1.80 ± 0.16 * | 1.56 ± 0.13 *,** | p < 0.01 |
SBP (mmHg) | 106.84 ± 1.22 | 106.43 ± 1.16 | 105.24 ± 1.09 | NS |
DBP (mmHg) | 69.58 ± 0.89 | 67.14 ± 0.79 * | 64.17 ± 0.76 *,** | p < 0.01 |
Waist circumference (cm) | 90.39 ± 1.47 | 88.44 ± 1.79 * | 86.18 ± 1.31 * | p < 0.01 |
Hip circumference (cm) | 98.83 ± 1.47 | 96.6 ± 1.70 * | 96.04 ± 1.16 * | p < 0.01 |
WHR | 0.91 ± 0.01 | 0.91 ± 0.01 | 0.90 ± 0.01 * | p < 0.05 |
WHtR | 0.59 ± 0.01 | 0.58 ± 0.01 * | 0.55 ± 0.01 *,** | p < 0.01 |
(A) | |||
---|---|---|---|
Initial Assessment | Annual Assessment | p | |
Glucose (mg/dL) | 91.24 ± 0.65 | 89.13 ± 0.66 * | <0.01 |
Urea (mg/dL) | 27.88 ± 0.62 | 28.15 ± 0.59 | NS |
Creatinine (mg/dL) | 0.58 ± 0.01 | 0.62 ± 0.01 * | <0.01 |
eGFR (mL/min/1.73 m2) | 109.06 ± 1.82 | 110.15 ± 1.61 | NS |
AST (U/L) | 23.20 ± 0.80 | 21.09 ± 0.83 * | <0.05 |
ALT (U/L) | 23.18 ± 1.81 | 17.78 ± 0.87 * | <0.01 |
γGT (U/L) | 14.34 ± 0.95 | 12.34 ± 0.48 * | <0.01 |
ALP (U/L) | 254.01 ± 9.14 | 229.37 ± 9.64 * | <0.01 |
Phosphorus (mg/dL) | 4.86 ± 0.05 | 4.87 ± 0.07 | NS |
Albumin (g/dL) | 4.80 ± 0.02 | 4.84 ± 0.03 | NS |
Cholesterol (mg/dL) | 157.83 ± 2.77 | 156.43 ± 2.36 | NS |
Triglycerides (mg/dL) | 87.89 ± 5.63 | 80.24 ± 4.24 * | <0.05 |
HDL (mg/dL) | 50.74 ± 1.13 | 53.30 ± 1.01 * | <0.01 |
LDL (mg/dL) | 89.73 ± 2.54 | 87.37 ± 2.16 | NS |
Uric acid (mg/dL) | 5.03 ± 0.11 | 4.98 ± 0.11 | NS |
Magnesium (mg/dL) | 2.13 ± 0.01 | 2.10 ± 0.01 | NS |
K (mmol/L) | 4.53 ± 0.03 | 4.46 ± 0.02 * | <0.05 |
Na (mmol/L) | 140.23 ± 0.13 | 140.03 ± 0.15 | NS |
Ca (mmol/L) | 9.98 ± 0.03 | 9.93 ± 0.03 | NS |
ApoA1 (mg/dL) | 135.52 ± 2.28 | 134.23 ± 1.75 | NS |
ApoB (mg/dL) | 79.59 ± 2.03 | 73.90 ± 1.67 * | <0.01 |
Lp(a) (mg/dL) | 19.09 ± 2.55 | 22.39 ± 3.06 * | <0.01 |
(B) | |||
Initial Assessment | Annual Assessment | p | |
TSH (μUI/mL) | 2.74 ± 0.13 | 2.69 ± 0.13 | NS |
FT4 (mg/dL) | 1.08 ± 0.01 | 1.14 ± 0.02 * | <0.01 |
T3 (ng/dL) | 136.99 ± 2.05 | 133.73 ± 2.60 | NS |
Anti-TG (IU/mL) | 30.02 ± 7.07 | 31.44 ± 9.25 | NS |
Anti-TPO (IU/mL) | 32.45 ± 9.67 | 20.66 ± 4.15 * | <0.05 |
IGF-I (ng/mL) | 223.07 ± 11.11 | 269.12 ± 9.01 * | <0.01 |
Androstenedione (ng/mL) | 1.08 ± 0.10 | 1.28 ± 0.10 * | <0.01 |
Testosterone (ng/mL) | 83.43 ± 10.19 | 134.09 ± 14.31 * | <0.01 |
DHEA-s (μg/dL) | 130.26 ± 8.47 | 160.37 ± 9.86 * | <0.01 |
Prolactin (ng/mL) | 9.50 ± 0.49 | 9.47 ± 0.54 | NS |
LH (mUI/mL) | 2.45 ± 0.36 | 3.22 ± 0.49 | NS |
FSH (mUI/mL) | 2.97 ± 0.20 | 3.50 ± 0.21 * | <0.01 |
E2 (pg/mL) | 25.58 ± 1.78 | 35.23 ± 3.19 * | <0.01 |
PTH (pg/mL) | 36.31 ± 1.33 | 40.63 ± 1.45 * | <0.01 |
25-OH-Vitamin D (ng/mL) | 22.55 ± 0.67 | 25.07 ± 0.64 * | <0.01 |
ACTH (pg/mL) | 26.02 ± 2.33 | 24.18 ± 1.25 | NS |
Cortisol (μg/dL) | 13.21 ± 0.67 | 13.19 ± 0.46 | NS |
Insulin (μUI/mL) | 21.97 ± 1.26 | 17.19 ± 0.83 * | <0.01 |
HbA1C (%) | 5.33 ± 0.02 | 5.27 ± 0.03 * | <0.01 |
HOMA-IR | 5.03 ± 0.30 | 3.83 ± 0.19 * | <0.01 |
(C) | |||
Initial Assessment | Annual Assessment | p | |
Fat Percentage (%) | 37.07 ± 0.84 | 31.99 ± 0.80 * | <0.01 |
Fat Mass (kg) | 25.01 ± 1.29 | 21.37 ± 1.05 * | <0.01 |
Muscle Mass Percentage (%) | 37.16 ± 1.03 | 40.60 ± 1.04 * | <0.01 |
Bone Mass (kg) | 2.02 ± 0.05 | 2.20 ± 0.05 * | <0.01 |
Fat Free Mass (kg) | 39.18 ± 1.08 | 42.80 ± 1.10 * | <0.01 |
Total Body Water | 28.68 ± 0.79 | 31.33 ± 0.80 * | <0.01 |
Basal Metabolic Rate (Kilojoule) | 6521.24 ± 117.91 | 6741.98 ± 116.65 * | <0.01 |
Impedance | 691.21 ± 7.95 | 676.41 ± 8.06 * | <0.01 |
Phase Angle | 5.38 ± 0.05 | 5.36 ± 0.05 | NS |
Initial Assessment | Annual Assessment | p | |
---|---|---|---|
hs-CRP (mg/L) | 4.02 ± 0.46 | 3.31 ± 0.40 * | <0.05 |
TAS (μmol/L) | 253.97 ± 5.14 | 257.68 ± 4.95 | NS |
TOS (μmol/L) | 788.55 ± 40.52 | 659.62 ± 40.21 * | <0.01 |
TNF-α (pg/mL) | 0.99 ± 0.03 | 1.36 ± 0.13 * | <0.01 |
SFRP5 (ng/mL) | 20.97 ± 1.12 | 18.70 ± 1.06 * | <0.01 |
IL-1α (pg/mL) | 1.17 ± 0.14 | 1.21 ± 0.12 | NS |
IL-1β (pg/mL) | 0.10 ± 0.01 | 0.18 ± 0.02 * | <0.01 |
IL-2 (pg/mL) | 0.08 ± 0.01 | 0.12 ± 0.03 | NS |
IL-6 (pg/mL) | 1.99 ± 0.11 | 1.80 ± 0.12 | NS |
IL-8 (pg/mL) | 11.52 ± 0.56 | 14.40 ± 0.96 * | <0.01 |
IL-12 (pg/mL) | 0.56 ± 0.02 | 0.02 ± 0.55 | NS |
(A) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Initial Assessment | Annual Assessment | pbetween timepoints | |||||||||
Morbidly Obese | Obese | Overweight | Normal BMI | pwithin | Morbidly Obese | Obese | Overweight | Normal BMI | pwithin | ||
Age (years) | 11.56 ± 0.37 | 11.14 ± 0.53 | 12.02 ± 0.52 | 10.75 ± 0.70 | NS | 12.59 ± 0.37 * | 12.18 ± 0.54 * | 13.03 ± 0.52 * | 11.74 ± 0.69 * | NS | <0.01 |
Height (cm) | 153.25 ± 1.96 | 153.19 ± 2.75 | 149.49 ± 1.98 | 145.80 ± 4.45 | NS | 158.43 ± 1.79 * | 159.22 ± 2.67 * | 155.95 ± 1.77 * | 152.22 ± 4.20 * | NS | <0.01 |
BW (kg) | 75.55 ± 3.11 | 63.31 ± 3.09 † | 54.30 ± 2.16 † | 39.24 ± 3.49 †,‡ # | <0.05 | 72.62 ± 2.75 * | 63.20 ± 2.93 | 54.60 ± 1.90 † | 42.61 ± 3.42 *,†,‡ | <0.05 | <0.05 |
BMI (kg/m2) | 31.22 ± 0.68 | 26.57 ± 0.44 † | 24.07 ± 0.40 †,‡ | 17.95 ± 0.72 †,‡,# | <0.05 | 28.27 ± 0.64 * | 24.60 ± 0.43 *,† | 22.32 ± 0.45 *,† | 17.94 ± 0.66 †,‡,# | <0.05 | <0.05 |
BMI z-score | 3.56 ± 0.16 | 2.12 ± 0.07 † | 1.31 ± 0.11 †,‡ | −0.33 ± 0.17 †,‡,# | <0.01 | 2.44 ± 0.15 * | 1.35 ± 0.08 *,† | 0.54 ± 0.11 *,†,‡ | −0.49 ± 0.15 †,‡,# | <0.01 | <0.05 |
Waist circumference (cm) | 97.98 ± 1.89 | 91.76 ± 1.84 † | 81.79 ± 1.40 †,‡ | 66.38 ± 2.79 †,‡,# | <0.01 | 92.79 ± 1.70 * | 88.07 ± 1.66 * | 78.52 ± 1.44 *,†,‡ | 65.58 ± 2.44 †,‡,# | <0.01 | <0.01 |
Hip circumference (cm) | 107.16 ± 1.94 | 96.18 ± 1.59 † | 89.55 ± 1.76 † | 79.42 ± 3.44 †,‡,# | <0.01 | 101.87 ± 1.51 * | 94.90 ± 1.83 † | 90.57 ± 1.53 † | 80.27 ± 3.13†,‡ | <0.01 | <0.05 |
WHR | 0.91 ± 0.01 | 0.95 ± 0.01 † | 0.92 ± 0.02 ‡ | 0.84 ± 0.02 †,‡,# | <0.01 | 0.91 ± 0.01 | 0.93 ± 0.01 | 0.87 ± 0.01 *,†,‡ | 0.82 ± 0.01 †,‡,# | <0.01 | <0.05 |
WHtR | 0.64 ± 0.01 | 0.60±0.0.1 † | 0.55±0.01 †,‡ | 0.45± 0.01†,‡,# | <0.01 | 0.59 ± 0.01 * | 0.55 ± 0.01 *,† | 0.50 ± 0.01 *,†,‡ | 0.43 ± 0.01 †,‡,# | <0.01 | <0.01 |
SBP (mmHg) | 110.46 ± 1.52 | 107.49 ± 3.22 | 103.34 ± 2.54 † | 94.54 ± 3.09 †,‡,# | <0.05 | 107.19 ± 1.54 * | 107.02 ± 2.17 | 101.89 ± 2.25 | 98.73 ± 3.60 † | <0.05 | <0.05 |
DBP (mmHg) | 73.47 ± 0.97 | 68.88 ± 2.09 † | 64.91 ± 2.16 † | 59.92 ± 2.04 †,‡ | <0.05 | 66.30 ± 1.08 * | 62.69 ± 1.43 * | 62.98 ± 1.78 | 58.28 ± 1.51 † | <0.05 | <0.05 |
(B) | |||||||||||
Initial Assessment | Annual assessment | pbetween timepoints | |||||||||
Morbidly Obese | Obese | Overweight | Normal BMI | pwithin | Morbidly Obese | Obese | Overweight | Normal BMI | pwithin | ||
Ferritin (μg/L) | 53.85 ± 4.34 | 54.71 ± 6.61 | 45.90 ± 6.14 | 48.29 ± 8.14 | NS | 52.90 ± 3.89 | 47.05 ± 6.33 | 42.00 ± 6.38 | 58.00 ± 15.38 | NS | NS |
Iron (μg/L) | 79.88 ± 5.23 | 78.87 ± 8.74 | 83.35 ± 7.08 | 79.00 ± 9.03 | NS | 77.68 ± 4.20 | 81.83 ± 7.38 | 92.23 ± 8.17 | 84.57 ± 9.41 * | NS | <0.05 |
Glucose (mg/dL) | 91.71 ± 0.83 | 91.52 ± 1.77 | 92.59 ± 1.72 | 86.57 ± 1.17 †,‡,# | <0.05 | 88.73 ± 0.93 * | 88.95 ± 1.60 | 90.55 ± 1.45 | 89.00 ± 2.02 | NS | <0.05 |
Urea (mg/dL) | 26.71 ± 0.78 | 27.43 ± 1.32 | 28.95 ± 1.52 | 32.14 ± 2.3 †,‡ | <0.05 | 28.10 ± 0.87 | 27.71 ± 1.05 | 27.14 ± 1.34 | 30.64 ± 1.90 | NS | NS |
Creatinine (mg/dL) | 0.60 ± 0.02 | 0.56 ± 0.03 | 0.57 ± 0.02 | 0.57 ± 0.02 | NS | 0.63 ± 0.02 * | 0.58 ± 0.03 | 0.61 ± 0.02 * | 0.61 ± 0.02 * | NS | <0.05 |
eGFR (mL/min/1.73 m2) | 108.36 ± 2.11 | 117.51 ± 5.16 | 110.75 ± 3.22 | 106.19 ± 3.43 | NS | 107.61 ± 2.42 | 118.79 ± 6.25 † | 107.49 ± 2.91 ‡ | 103.50 ± 2.71 ‡ | <0.05 | NS |
AST (U/L) | 22.25 ± 1.09 | 26.57 ± 2.46 | 22.68 ± 1.59 | 23.21 ± 1.74 | NS | 21.27 ± 1.48 | 21.10 ± 1.34 * | 20.45 ± 1.05 | 21.2 ± 9 0.99 | NS | <0.05 |
ALT (U/L) | 22.71 ± 2.12 | 33.29 ± 6.72 ‡ | 19.91 ± 3.67 ‡ | 15.29 ± 1.84 | <0.05 | 17.92 ± 1.33 * | 20.95 ± 2.53 * | 16.86 ± 1.27 | 13.86 ± 0.68 | NS | <0.05 |
gGT (U/L) | 14.41 ± 1.01 | 19.10 ± 4.31 † | 11.95 ± 0.67 ‡ | 10.64 ± 0.55 ‡ | <0.05 | 12.22 ± 0.60 * | 15.14 ± 1.84 * | 10.82 ± 0.51 | 11.07 ± 0.63 | NS | <0.05 |
ALP (U/L) | 231.00 ± 13.29 | 292.29 ± 17.26 † | 270.64 ± 21.87 | 274.00 ± 21.25 | <0.05 | 201.19 ± 12.33 * | 266.90 ± 21.90 *,† | 245.86 ± 23.41 * | 278.69 ± 30.00 † | <0.05 | <0.01 |
Phosphorus (mg/dL) | 4.79 ± 0.07 | 4.97 ± 0.09 | 4.98 ± 0.13 | 4.81 ± 0.14 | NS | 4.73 ± 0.11 | 5.10 ± 0.12 † | 5.03 ± 0.14 | 4.90 ± 0.16 | <0.05 | NS |
Cholesterol (mg/dL) | 156.13 ± 3.39 | 163.81 ± 8.08 | 160.00 ± 7.96 | 153.07 ± 5.97 | NS | 158.30 ± 2.79 | 162.38 ± 7.02 | 151.32 ± 6.39 * | 147.14 ± 6.27 | NS | <0.05 |
Triglycerides (mg/dL) | 99.05 ± 9.26 | 99.00 ± 11.73 | 64.91 ± 5.58 †,‡ | 57.14 ± 7.64 †,‡ | <0.05 | 87.81 ± 6.87 * | 91.57 ± 7.62 | 63.82 ± 6.21 | 55.00 ± 7.00 †,‡ | <0.05 | <0.05 |
HDL (mg/dL) | 47.83 ± 1.37 | 47.19 ± 1.68 | 55.77 ± 2.26 †,‡ | 61.29 ± 4.90 †,‡ | <0.05 | 52.17 ± 1.41 * | 50.38 ± 1.63 * | 56.05 ± 2.29 | 58.43 ± 3.77 ‡ | <0.05 | <0.05 |
LDL (mg/dL) | 88.78 ± 2.87 | 97.14 ± 7.07 | 91.25 ± 8.31 | 80.50 ± 4.86 | NS | 88.78 ± 2.49 | 94.19 ± 6.48 | 82.72 ± 6.33 * | 78.14 ± 4.41 | NS | <0.05 |
Uric acid (mg/dL) | 5.29 ± 0.15 | 5.06 ± 0.27 | 4.82 ± 0.18 | 4.07 ± 0.29 †,‡ | <0.05 | 5.14 ± 0.15 | 5.04 ± 0.29 | 4.91 ± 0.19 | 4.23 ± 0.25 † | <0.05 | NS |
Magnesium (mg/dL) | 2.13 ± 0.02 | 2.13 ± 0.02 | 2.15 ± 0.03 | 2.07 ± 0.04 | NS | 2.10 ± 0.02 | 2.13 ± 0.02 | 2.07 ± 0.03 | 2.09 ± 0.03 | NS | NS |
K (mmol/L) | 4.51 ± 0.03 | 4.56 ± 0.06 | 4.59 ± 0.07 | 4.50 ± 0.08 | NS | 4.44 ± 0.03 | 4.54 ± 0.06 | 4.47 ± 0.06 | 4.40 ± 0.09 | NS | NS |
Na (mmol/L) | 140.33 ± 0.16 | 140.10 ± 0.29 | 140.55 ± 0.39 | 139.50 ± 0.23 | NS | 139.98 ± 0.20 | 139.52 ± 0.34 | 139.91 ± 0.36 | 141.14 ± 0.35 *,†,‡,# | <0.05 | <0.05 |
Ca (mmol/L) | 9.96 ± 0.04 | 10.05 ± 0.08 | 10.02 ± 0.06 | 9.92 ± 0.06 | NS | 9.92 ± 0.04 | 9.99 ± 0.07 | 9.92 ± 0.06 | 9.90 ± 0.06 | NS | NS |
ApoA1 (mg/dL) | 133.30 ± 3.62 | 132.95 ± 3.27 | 137.91 ± 3.74 | 145.14 ± 7.42 | NS | 133.67 ± 2.66 | 134.22 ± 3.44 | 133.95 ± 3.36 | 136.93 ± 5.76 | NS | NS |
ApoB (mg/dL) | 80.10 ± 2.30 | 87.20 ± 6.38 † | 77.77 ± 5.76 ‡ | 69.36 ± 4.00 ‡ | <0.05 | 74.88 ± 2.09 * | 82.39 ± 3.50 * | 70.10 ± 5.11 *,‡ | 64.71 ± 3.07 ‡ | <0.05 | <0.01 |
Lp(a) (mg/dL) | 16.42 ± 3.00 | 19.55 ± 6.72 | 22.78 ± 6.88 | 24.57 ± 9.26 | NS | 19.57 ± 3.89 * | 23.01 ± 7.56 | 26.69 ± 8.37 * | 26.37 ± 9.13 | NS | <0.05 |
(C) | |||||||||||
Initial Assessment | Annual Assessment | pbetween timepoints | |||||||||
Morbidly Obese | Obese | Overweight | Normal BMI | pwithin | Morbidly Obese | Obese | Overweight | Normal BMI | pwithin | ||
TSH (μUI/mL) | 2.70 ± 0.18 | 3.14 ± 0.32 | 2.80 ± 0.29 | 2.26 ± 0.28 | NS | 2.92 ± 0.21 | 2.76 ± 0.30 | 2.15 ± 0.20 *,† | 2.34 ± 0.23 | <0.05 | <0.05 |
FT4 (mg/dL) | 1.07 ± 0.02 | 1.08 ± 0.04 | 1.07 ± 0.02 | 1.15 ± 0.03 | NS | 1.15 ± 0.02 * | 1.17 ± 0.04 * | 1.10 ± 0.03 | 1.15 ± 0.04 | NS | <0.05 |
T3 (ng/dL) | 135.27 ± 2.95 | 151.85 ± 4.42 † | 133.46 ± 4.25 ‡ | 129.07 ± 4.57 ‡ | <0.05 | 129.94 ± 3.84 | 153.19 ± 5.39 † | 129.74 ± 4.89 ‡ | 127.85 ± 5.73 ‡ | <0.05 | NS |
Anti-TG (IU/mL) | 36.05 ± 13.41 | 31.93 ± 11.93 | 20.00 | 20.00 | NS | 36.98 ± 17.16 | 35.10 ± 16.07 | 20.00 | 20.00 | NS | NS |
Anti-TPO (IU/mL) | 41.61 ± 18.06 | 34.72 ± 20.50 | 18.66 ± 2.67 | 16.66 ± 3.12 | NS | 22.49 ± 6.47 | 26.99 ± 13.76 | 15.12 ± 2.21 | 12.04 ± 1.03 | NS | NS |
IGF-1 (ng/mL) | 225.91 ± 17.99 | 194.79 ± 19.70 | 240.81 ± 21.94 | 222.14 ± 26.72 | NS | 268.27 ± 13.27 * | 273.00 ± 23.44 * | 291.91 ± 16.80 * | 231.86 ± 22.87 # | <0.05 | <0.05 |
Androstenedione (ng/mL) | 1.28 ± 0.16 | 0.64 ± 0.08 † | 1.07 ± 0.22 | 0.82 ± 0.20 | <0.05 | 1.50 ± 0.17 * | 0.99 ± 0.17 * | 1.10 ± 0.19 | 1.01 ± 0.21 | NS | <0.05 |
Testosterone (ng/mL) | 70.42 ± 11.11 | 61.69 ± 16.21 | 99.71 ± 28.84 | 150.14 ± 48.50 † | <0.05 | 109.89 ± 16.71 * | 107.09 ± 26.48 * | 191.73 ± 41.84 *,†,‡ | 192.94 ± 55.19 † | <0.05 | <0.01 |
DHEA-s (μg/dL) | 146.47 ± 13.08 | 130.21 ± 18.53 | 107.33 ± 13.07 | 93.40 ± 21.73 | NS | 173.67 ± 13.85 * | 172.36 ± 26.71 * | 138.85 ± 18.98 * | 117.24 ± 26.56 | NS | <0.01 |
Prolactin (ng/mL) | 10.94 ± 0.82 | 8.18 ± 0.73 | 8.00 ± 0.71 † | 7.38 ± 0.67 | <0.05 | 10.39 ± 0.95 | 8.87 ± 0.70 | 8.63 ± 0.60 | 7.52 ± 0.83 | NS | NS |
LH (mUI/mL) | 2.94 ± 0.55 | 1.25 ± 0.29 | 2.76 ± 1.05 | 1.56 ± 0.39 | NS | 3.85 ± 0.88 | 2.10 ± 0.38 | 3.18 ± 0.53 | 2.08 ± 0.52 | NS | NS |
FSH (mUI/mL) | 3.10 ± 0.30 | 2.47 ± 0.45 | 3.04 ± 0.43 | 3.06 ± 0.52 | NS | 3.66 ± 0.31 * | 3.01 ± 0.55 | 3.68 ± 0.38 | 3.23 ± 0.65 | NS | <0.05 |
E2 (pg/mL) | 28.11 ± 3.19 | 23.68 ± 2.72 | 23.41 ± 2.50 | 21.26 ± 2.22 | NS | 41.50 ± 5.67 * | 24.58 ± 2.77 | 33.53 ± 4.75 | 26.11 ± 2.40 | NS | <0.05 |
PTH (pg/mL) | 34.83 ± 1.49 | 34.97 ± 2.79 | 37.95 ± 2.27 | 40.85 ± 6.46 | NS | 39.21 ± 1.94 * | 42.20 ± 3.31 * | 40.99 ± 3.14 * | 43.84 ± 5.38 | NS | <0.05 |
Vitamin D (ng/mL) | 22.18 ± 1.01 | 19.96 ± 0.90 | 22.20 ± 1.33 | 26.74 ± 1.79 †,‡,# | <0.05 | 24.14 ± 0.90 | 22.98 ± 1.32 * | 26.28 ± 1.27 * | 29.66 ± 1.97 †,‡ | <0.05 | <0.05 |
ACTH (pg/mL) | 23.94 ± 2.56 | 30.64 8 ± 0.44 | 27.29 ± 7.27 | 26.05 ± 4.13 | NS | 23.45 ± 1.76 | 25.22 ± 3.30 | 26.02 ± 2.74 | 22.93 ± 3.48 | NS | NS |
Cortisol (μg/dL) | 13.73 ± 1.12 | 11.23 ± 0.84 | 13.72 ± 1.28 | 13.10 ± 1.35 | NS | 13.45 ± 0.70 | 12.48 ± 1.00 | 13.14 ± 0.88 | 13.12 ± 1.34 | NS | NS |
Insulin (μUI/mL) | 24.09 ± 1.71 | 29.08 ± 3.67 | 16.56 ± 1.79 †,‡ | 10.25 ± 1.39 †,‡ | <0.05 | 18.10 ± 1.31 * | 21.12 ± 1.37 * | 15.38 ± 1.50 | 10.08 ± 1.04 †,‡ | <0.05 | <0.05 |
HbA1c (%) | 5.34 ± 0.03 | 5.39 ± 0.07 | 5.38 ± 0.05 | 5.17 ± 0.05 †,‡,# | <0.05 | 5.26 ± 0.03 * | 5.30 ± 0.07 * | 5.35 ± 0.06 | 5.15 ± 0.06 # | <0.05 | <0.05 |
HOMA-IR | 5.52 ± 0.42 | 6.63 ± 0.87 | 3.90 ± 0.47 †,‡ | 2.21 ± 0.31 †,‡ | <0.05 | 4.00 ± 0.30 * | 4.71 ± 0.36 * | 3.51 ± 0.38 | 2.24 ± 0.25 †,‡ | <0.05 | <0.05 |
(D) | |||||||||||
Initial Assessment | Annual Assessment | pbetween timepoints | |||||||||
Morbidly Obese | Obese | Overweight | Normal BMI | pwithin | Morbidly Obese | Obese | Overweight | Normal BMI | pwithin | ||
Hs-CRP (mg/L) | 4.56 ± 0.61 | 3.89 ± 0.76 | 3.69 ± 1.43 | 0.60 ± 0.23 | NS | 3.67 ± 0.56 | 2.60 ± 0.72 | 2.43 ± 0.94 | 4.17 ± 1.55 | NS | NS |
TAS (μmol/l) | 256.06 ± 6.93 | 252.86 ± 16.67 | 244.69 ± 9.31 | 260.50 ± 12.10 | NS | 263.41 ± 6.59 | 251.96 ± 16.44 | 248.24 ± 8.85 | 255.00 ± 12.29 | NS | NS |
TOS (μmol/l) | 874.76 ± 59.78 | 718.91 ± 77.01 | 823.47 ± 91.82 | 450.21 ± 70.33 †,# | <0.05 | 695.21 ± 51.68 * | 730.94 ± 128.35 | 635.83 ± 90.89 * | 426.49 ± 69.27 †,‡ | <0.05 | <0.05 |
TNF-α (pg/mL) | 1.06 ± 0.05 | 1.02 ± 0.08 | 0.89 ± 0.07 | 0.81 ± 0.08 | NS | 1.23 ± 0.11 | 1.53 ± 0.43 | 1.60 ± 0.44 * | 1.32 ± 0.28 | NS | <0.05 |
SFRP5 (ng/mL) | 21.92 ± 1.86 | 21.57 ± 2.98 | 20.03 ± 3.28 | 23.29 ± 3.40 | NS | 23.25 ± 4.75 * | 18.61 ± 2.65 | 18.22 ± 3.30 | 19.64 ± 2.20 | NS | <0.05 |
IL-1α (pg/mL) | 1.02 ± 0.03 | 1.01 ± 0.01 | 1.88 ± 0.73 †,‡ | 1.00 ± N/A | <0.05 | 1.09 ± 0.09 | 1.27 ± 0.27 | 1.55 ± 0.55 | 1.10 ± 0.08 | NS | NS |
IL-1β (pg/mL) | 0.11 ± 0.01 | 0.10 ± 0.03 | 0.08 ± 0.01 | 0.08 ± 0.02 | NS | 0.17 ± 0.03 | 0.25 ± 0.04 *,† | 0.20 ± 0.05 * | 0.15 ± 0.03 | <0.05 | <0.05 |
IL-2 (pg/mL) | 0.07 ± 0.01 | 0.13 ± 0.06 | 0.07 ± N/A | 0.07 ± N/A | NS | 0.08 ± 0.01 | 0.29 ± 0.18 *,† | 0.07 ± N/A*,‡ | 0.16 ± 0.06 | <0.05 | <0.05 |
IL-6 (pg/mL) | 2.21 ± 0.17 | 2.17 ± 0.22 | 1.55 ± 0.12 † | 1.40 ± 0.31 † | <0.05 | 1.90 ± 0.15 | 1.92 ± 0.31 | 1.34 ± 0.20 | 1.90 ± 0.47 | NS | NS |
IL-8 (pg/mL) | 11.26 ± 0.67 | 10.54 ± 0.72 | 12.87 ± 2.12 | 11.97 ± 1.32 | NS | 13.45 ± 1.02 | 13.88 ± 2.45 | 16.11 ± 3.29 | 16.95 ± 3.30 * | NS | <0.05 |
IL-12 (pg/mL) | 0.56 ± 0.02 | 0.61 ± 0.05 | 0.52 ± 0.02 | 0.52 ± 0.02 | NS | 0.54 ± 0.02 | 0.57 ± 0.05 | 0.57 ± 0.04 | 0.50 ± N/A | NS | NS |
(E) | |||||||||||
Initial Assessment | Annual Assessment | pbetween timepoints | |||||||||
Morbidly Obese | Obese | Overweight | Normal BMI | pwithin | Morbidly Obese | Obese | Overweight | Normal BMI | pwithin | ||
Fat Percentage (%) | 42.34 ± 0.85 | 37.09 ± 0.94 † | 32.05 ± 1.23 †,‡ | 21.23 ± 1.36 †,‡,# | <0.01 | 36.65 ± 0.92 * | 32.10 ± 1.21 *,† | 26.29 ± 1.39 *,†,‡ | 19.79 ± 1.12 †,‡,# | <0.01 | <0.01 |
Fat Mass (kg) | 32.14 ± 1.87 | 22.81 ± 1.06 † | 17.09 ± 1.11 † | 8.49 ± 1.20 †,‡,# | <0.01 | 27.12 ± 1.53 * | 19.97 ± 0.84 *,† | 14.38 ± 0.98 *,† | 8.58 ± 1.03 †,‡ | <0.01 | <0.01 |
Muscle Mass Percentage (%) | 39.98 ± 1.55 | 37.24 ± 2.16 | 34.28 ± 1.47 ‡ | 28.85 ± 2.52 †,‡ | <0.05 | 43.13 ± 1.57 * | 41.09 ± 2.33 * | 38.20 ± 1.47 * | 32.24 ± 2.52 *,†,‡ | <0.05 | <0.01 |
Bone Mass (kg) | 2.16 ± 0.08 | 2.04 ± 0.11 | 1.87 ± 0.07 † | 1.62 ± 0.13 †,‡ | <0.05 | 2.32 ± 0.08 * | 2.22 ± 0.12 * | 2.07 ± 0.07 * | 1.79 ± 0.13 *,†,‡ | <0.05 | <0.01 |
Fat Free Mass (kg) | 42.14 ± 1.63 | 39.27 ± 2.27 | 36.15 1 ± 0.55 † | 30.47 ± 2.65 †,‡ | <0.05 | 45.45 ± 1.65 * | 43.31 ± 2.44 * | 40.27 ± 1.54 * | 34.03 ± 2.65 *,†,‡ | <0.05 | <0.01 |
Total Boby Water | 30.85 ± 1.19 | 28.75 ± 1.66 | 26.46 ± 1.13 † | 22.30 ± 1.93 †,‡ | <0.05 | 33.28 ± 1.21 * | 31.70 ± 1.79 * | 29.48 ± 1.13 * | 24.91 ± 1.94 *,†,‡ | <0.05 | <0.01 |
Basal Metabolic Rate (Kilojoule) | 6910.33 ± 176.44 | 6599.70 ± 238.03 | 6013.27 ± 140.20 † | 5456.50 ± 254.59 †,‡ | <0.05 | 7089.25 ± 176.94 * | 6872.52 ± 244.57 * | 6268.45 ± 133.01 *,† | 5727.57 ± 250.69 *,†,‡ | <0.05 | <0.01 |
Impedance | 662.26 ± 10.30 | 705.25 ± 20.09 † | 722.01 ± 16.12 † | 753.03 ± 19.34 † | <0.05 | 655.02 ± 10.24 | 700.17 ± 24.06 † | 683.47 ± 17.91 * | 727.61 ± 17.53 *,† | <0.05 | <0.05 |
Phase Angle | 5.44 ± 0.06 | 5.30 ± 0.14 | 5.30 ± 0.10 | 5.30 ± 0.10 | NS | 5.37 ± 0.07 | 5.38 ± 0.15 | 5.30 ± 0.12 | 5.35 ± 0.13 | NS | NS |
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Koutaki, D.; Paltoglou, G.; Manou, M.; Vourdoumpa, A.; Ramouzi, E.; Tzounakou, A.-M.; Michos, A.; Bacopoulou, F.; Mantzou, E.; Zoumakis, E.; et al. The Role of Secreted Frizzled-Related Protein 5 (Sfrp5) in Overweight and Obesity in Childhood and Adolescence. Nutrients 2024, 16, 3133. https://doi.org/10.3390/nu16183133
Koutaki D, Paltoglou G, Manou M, Vourdoumpa A, Ramouzi E, Tzounakou A-M, Michos A, Bacopoulou F, Mantzou E, Zoumakis E, et al. The Role of Secreted Frizzled-Related Protein 5 (Sfrp5) in Overweight and Obesity in Childhood and Adolescence. Nutrients. 2024; 16(18):3133. https://doi.org/10.3390/nu16183133
Chicago/Turabian StyleKoutaki, Diamanto, George Paltoglou, Maria Manou, Aikaterini Vourdoumpa, Eleni Ramouzi, Anastasia-Maria Tzounakou, Athanasios Michos, Flora Bacopoulou, Emilia Mantzou, Emmanouil Zoumakis, and et al. 2024. "The Role of Secreted Frizzled-Related Protein 5 (Sfrp5) in Overweight and Obesity in Childhood and Adolescence" Nutrients 16, no. 18: 3133. https://doi.org/10.3390/nu16183133
APA StyleKoutaki, D., Paltoglou, G., Manou, M., Vourdoumpa, A., Ramouzi, E., Tzounakou, A. -M., Michos, A., Bacopoulou, F., Mantzou, E., Zoumakis, E., Papadopoulou, M., Kassari, P., & Charmandari, E. (2024). The Role of Secreted Frizzled-Related Protein 5 (Sfrp5) in Overweight and Obesity in Childhood and Adolescence. Nutrients, 16(18), 3133. https://doi.org/10.3390/nu16183133