1. Background
2. Objectives
3. Methods
3.1. Study Design and Setting
3.2. Participants
3.3. Randomization, Blinding, and Allocation Concealment
3.4. Sample Size Consideration
3.5. Intervention Groups
3.6. Outcome Measures
3.7. Clinical Evaluations
3.8. Statistical Analysis
4. Results
4.1. Participant Flow and Safety/Tolerability
4.2. Anthropometric Parameters
| Parameter and Group | Baseline | Post-treatment | Change from Baseline (Δ) | Pairwise Comparisons (MD, 95% CI) |
|---|---|---|---|---|
| Weight (kg) | ||||
| Placebo | 71.60 ± 5.74 | 72.75 ± 5.91 | +1.15 ± 1.89 | Ref. |
| Metformin | 70.91 ± 3.07 | 70.40 ± 3.28 | -0.51 ± 1.08 | vs Placebo: -1.66 (-2.87, -0.45) c |
| Lina-Met | 70.79 ± 5.27 | 69.87 ± 5.06 | -0.92 ± 1.45 | vs Placebo: -2.07 (-3.40, -0.74) d; vs Metformin: -0.41 (-1.74, 0.92) |
| Empa-Met | 70.30 ± 4.11 | 68.15 ± 5.06 | -2.15 ± 2.01 | vs Placebo: -3.30 (-4.71, -1.89) d; vs Metformin: -1.64 (-3.05, -0.23) c; vs Lina-Met: -1.72 (-3.21, -0.23) c |
| BMI (kg/m²) | ||||
| Placebo | 27.37 ± 1.35 | 28.01 ± 1.39 | +0.64 ± 0.21 | Ref. |
| Metformin | 28.11 ± 1.54 | 28.13 ± 1.64 | +0.02 ± 0.18 | vs Placebo: -0.62 (-0.78, -0.46) d |
| Lina-Met | 27.58 ± 1.94 | 27.33 ± 1.70 | -0.25 ± 0.31 | vs Placebo: -0.89 (-1.08, -0.70) d; vs Metformin: -0.27 (-0.46, -0.08) d |
| Empa-Met | 27.46 ± 1.58 | 26.58 ± 1.51 | -0.88 ± 0.25 | vs Placebo: -1.52 (-1.70, -1.34) d; vs Metformin: -0.90 (-1.08, -0.72) d; vs Lina-Met: -0.63 (-0.81, -0.45) d |
| Waist Circ. (cm) | ||||
| Placebo | 91.45 ± 4.59 | 92.30 ± 4.80 | +0.85 ± 1.02 | Ref. |
| Metformin | 90.50 ± 4.09 | 89.65 ± 4.13 | -0.85 ± 0.98 | vs Placebo: -1.70 (-2.55, -0.85) d |
| Lina-Met | 91.15 ± 3.17 | 89.45 ± 3.17 | -1.70 ± 0.89 | vs Placebo: -2.55 (-3.38, -1.72) d; vs Metformin: -0.85 (-1.68, -0.02) c |
| Empa-Met | 90.05 ± 2.01 | 87.50 ± 2.25 | -2.55 ± 1.12 | vs Placebo: -3.40 (-4.30, -2.50) d; vs Metformin: -1.70 (-2.60, -0.80) d; vs Lina-Met: -0.85 (-1.75, 0.05) |
| Hip Circ. (cm) | ||||
| Placebo | 107.50 ± 2.32 | 108.75 ± 2.67 | +1.25 ± 1.45 | Ref. |
| Metformin | 108.35 ± 2.20 | 107.70 ± 2.36 | -0.65 ± 1.21 | vs Placebo: -1.90 (-3.02, -0.78) d |
| Lina-Met | 108.40 ± 3.23 | 107.05 ± 3.03 | -1.35 ± 1.58 | vs Placebo: -2.60 (-3.85, -1.35) d; vs Metformin: -0.70 (-1.95, 0.55) |
| Empa-Met | 108.80 ± 2.62 | 106.70 ± 2.88 | -2.10 ± 1.89 | vs Placebo: -3.35 (-4.67, -2.03) d; vs Metformin: -1.45 (-2.77, -0.13) c; vs Lina-Met: -0.75 (-2.07, 0.57) |
| WHR | ||||
| Placebo | 0.84 ± 0.04 | 0.84 ± 0.04 | 0.00 ± 0.01 | Ref. |
| Metformin | 0.83 ± 0.04 | 0.82 ± 0.03 | -0.01 ± 0.01 | vs Placebo: -0.01 (-0.02, 0.00) |
| Lina-Met | 0.83 ± 0.04 | 0.83 ± 0.04 | 0.00 ± 0.01 | vs Placebo: 0.00 (-0.01, 0.01); vs Metformin: 0.01 (0.00, 0.02) |
| Empa-Met | 0.82 ± 0.02 | 0.81 ± 0.02 | -0.01 ± 0.01 | vs Placebo: -0.01 (-0.02, 0.00); vs Metformin: 0.00 (-0.01, 0.01); vs Lina-Met: -0.01 (-0.02, 0.00) |
Abbreviation: CI, 95% confidence interval; Lina-Met, linagliptin-metformin; Empa-Met, empagliflozin-metformin.
a Values are present as mean ± SD.
b MD = mean difference in change from baseline (Δ) between groups, derived from ANCOVA with baseline adjustment.
c P < 0.05.
d P < 0.01.
4.3. Biochemical Parameters
| Parameter | Baseline | Post-treatment | Change from Baseline (Δ) | Pairwise Comparisons (MD, 95% CI) |
|---|---|---|---|---|
| FBS (mg/dL) | ||||
| Placebo | 96.45 ± 4.11 | 99.40 ± 4.28 | +2.95 ± 2.01 | Ref. |
| Metformin | 98.40 ± 4.60 | 95.70 ± 4.64 | -2.70 ± 2.89 | vs Placebo: -5.65 (-7.89, -3.41) c |
| Lina-Met | 99.70 ± 5.40 | 93.85 ± 4.53 | -5.85 ± 4.12 | vs Placebo: -8.80 (-11.70, -5.90) c; vs Metformin: -3.15 (-6.05, -0.25) d |
| Empa-Met | 98.90 ± 6.30 | 94.05 ± 5.55 | -4.85 ± 4.01 | vs Placebo: -7.80 (-10.67, -4.93) c; vs Metformin: -2.15 (-5.02, 0.72); vs Lina-Met: 1.00 (-1.87, 3.87) |
| Fasting insulin (μIU/mL) | ||||
| Placebo | 17.16 ± 1.90 | 17.55 ± 1.43 | +0.39 ± 1.21 | Ref. |
| Metformin | 16.77 ± 2.30 | 16.01 ± 2.20 | -0.76 ± 0.98 | vs Placebo: -1.15 (-2.01, -0.29) d |
| Lina-Met | 17.05 ± 1.20 | 16.09 ± 1.38 | -0.96 ± 0.85 | vs Placebo: -1.35 (-2.18, -0.52) c; vs Metformin: -0.20 (-1.03, 0.63) |
| Empa-Met | 16.33 ± 2.21 | 15.13 ± 1.89 | -1.20 ± 1.05 | vs Placebo: -1.59 (-2.47, -0.71) c; vs Metformin: -0.44 (-1.32, 0.44); vs Lina-Met: -0.24 (-1.12, 0.64) |
| FBS/insulin ratio | ||||
| Placebo | 5.67 ± 0.61 | 5.68 ± 0.44 | +0.01 ± 0.38 | Ref. |
| Metformin | 5.94 ± 0.75 | 6.09 ± 0.87 | +0.15 ± 0.42 | vs Placebo: 0.14 (-0.15, 0.43) |
| Lina-Met | 5.85 ± 0.46 | 5.88 ± 0.54 | +0.03 ± 0.35 | vs Placebo: 0.02 (-0.26, 0.30); vs Metformin: -0.12 (-0.40, 0.16) |
| Empa-Met | 6.12 ± 0.73 | 6.29 ± 0.89 | +0.17 ± 0.41 | vs Placebo: 0.16 (0.01, 0.31) d; vs Metformin: 0.02 (-0.17, 0.21); vs Lina-Met: 0.14 (-0.05, 0.33) |
| Total cholesterol (mg/dL) | ||||
| Placebo | 186.54 ± 7.61 | 188.22 ± 8.03 | +1.68 ± 3.99 | Ref. |
| Metformin | 185.64 ± 7.56 | 182.57 ± 7.47 | -3.07 ± 4.12 | vs Placebo: -4.75 (-7.81, -1.69) c |
| Lina-Met | 185.10 ± 5.25 | 180.75 ± 6.59 | -4.35 ± 4.28 | vs Placebo: -6.03 (-9.06, -3.00) c; vs Metformin: -1.28 (-4.31, 1.75) |
| Empa-Met | 186.64 ± 8.08 | 179.05 ± 8.90 | -7.59 ± 5.11 | vs Placebo: -9.27 (-12.58, -5.96) c; vs Metformin: -4.52 (-7.83, -1.21) c; vs Lina-Met: -3.24 (-6.55, 0.07) |
| Triglycerides (mg/dL) | ||||
| Placebo | 158.30 ± 13.39 | 160.51 ± 12.61 | +2.21 ± 5.78 | Ref. |
| Metformin | 159.02 ± 12.36 | 155.09 ± 10.73 | -3.93 ± 7.05 | vs Placebo: -6.14 (-10.74, -1.54) d |
| Lina-Met | 160.18 ± 12.79 | 152.75 ± 8.31 | -7.43 ± 8.91 | vs Placebo: -9.64 (-14.92, -4.36) c; vs Metformin: -3.50 (-8.78, 1.78) |
| Empa-Met | 159.79 ± 10.65 | 149.40 ± 11.64 | -10.39 ± 7.66 | vs Placebo: -12.60 (-17.68, -7.52) c; vs Metformin: -6.46 (-11.54, -1.38) d; vs Lina-Met: -3.35 (-6.12, -0.58) c |
| LDL-C (mg/dL) | ||||
| Placebo | 93.37 ± 9.57 | 96.46 ± 9.53 | +3.09 ± 4.21 | Ref. |
| Metformin | 98.43 ± 7.49 | 92.01 ± 8.43 | -6.42 ± 5.98 | vs Placebo: -9.51 (-13.89, -5.13) c |
| Lina-Met | 97.16 ± 10.77 | 90.15 ± 8.82 | -7.01 ± 7.11 | vs Placebo: -10.10 (-15.02, -5.18) c; vs Metformin: -0.59 (-5.51, 4.33) |
| Empa-Met | 96.31 ± 10.36 | 89.11 ± 5.69 | -7.20 ± 8.02 | vs Placebo: -10.29 (-15.33, -5.25) c; vs Metformin: -0.78 (-5.82, 4.26); vs Lina-Met: -0.19 (-5.23, 4.85) |
| HDL-C (mg/dL) | ||||
| Placebo | 52.28 ± 5.18 | 50.09 ± 5.01 | -2.19 ± 2.11 | Ref. |
| Metformin | 48.27 ± 7.61 | 51.77 ± 5.57 | +3.50 ± 4.88 | vs Placebo: 5.69 (2.52, 8.86) c |
| Lina-Met | 46.53 ± 6.19 | 52.16 ± 5.34 | +5.63 ± 4.29 | vs Placebo: 7.82 (4.72, 10.92) c; vs Metformin: 2.13 (-0.97, 5.23) |
| Empa-Met | 47.89 ± 9.38 | 54.88 ± 5.99 | +6.99 ± 5.67 | vs Placebo: 9.18 (5.69, 12.67) c; vs Metformin: 3.49 (0.00, 6.98) d; vs Lina-Met: 1.36 (-2.13, 4.85) |
| VLDL (mg/dL) | ||||
| Placebo | 34.04 ± 3.79 | 33.02 ± 3.11 | -1.02 ± 2.45 | Ref. |
| Metformin | 33.53 ± 2.53 | 32.61 ± 2.60 | -0.92 ± 1.89 | vs Placebo: 0.10 (-1.57, 1.77) |
| Lina-Met | 32.01 ± 3.29 | 31.88 ± 3.18 | -0.13 ± 1.78 | vs Placebo: 0.89 (-0.77, 2.55); vs Metformin: 0.79 (-0.87, 2.45) |
| Empa-Met | 33.95 ± 3.45 | 30.71 ± 2.60 | -3.24 ± 2.55 | vs Placebo: -2.22 (-4.13, -0.31) d; vs Metformin: -2.32 (-4.23, -0.41) d; vs Lina-Met: -3.11 (-5.02, -1.20) c |
Abbreviation: CI, 95% confidence interval; Lina-Met, linagliptin-metformin; Empa-Met, empagliflozin-metformin.
a Values are present as mean ± SD.
b MD = mean difference in change from baseline (Δ) between groups, derived from ANCOVA with baseline adjustment.
c P < 0.01.
d P < 0.05.
4.4. Hormonal Parameters
| Parameter | Baseline | Post-treatment | Change from Baseline (Δ) | Pairwise Comparisons (MD, 95% CI) |
|---|---|---|---|---|
| Total testosterone (ng/mL) | ||||
| Placebo | 1.49 ± 0.51 | 1.66 ± 0.50 | +0.17 ± 0.22 | Ref. |
| Metformin | 1.38 ± 0.51 | 1.14 ± 0.44 | -0.24 ± 0.19 | vs Placebo: -0.41 (-0.62, -0.20) c |
| Lina-Met | 1.32 ± 0.48 | 0.89 ± 0.35 | -0.43 ± 0.25 | vs Placebo: -0.60 (-0.83, -0.37) c; vs Metformin: -0.19 (-0.42, 0.04) |
| Empa-Met | 1.21 ± 0.50 | 0.77 ± 0.39 | -0.44 ± 0.23 | vs Placebo: -0.61 (-0.83, -0.39) c; vs Metformin: -0.20 (-0.42, 0.02); vs Lina-Met: -0.01 (-0.23, 0.21) |
| AMH (ng/mL) | ||||
| Placebo | 6.84 ± 1.39 | 7.44 ± 1.48 | +0.60 ± 0.41 | Ref. |
| Metformin | 6.79 ± 0.86 | 6.47 ± 1.03 | -0.32 ± 0.38 | vs Placebo: -0.92 (-1.32, -0.52) c |
| Lina-Met | 7.04 ± 1.06 | 5.78 ± 0.91 | -1.26 ± 0.52 | vs Placebo: -1.86 (-2.30, -1.42) c; vs Metformin: -0.94 (-1.38, -0.50) c |
| Empa-Met | 7.27 ± 1.20 | 5.16 ± 1.01 | -2.11 ± 0.61 | vs Placebo: -2.71 (-3.18, -2.24) c; vs Metformin: -1.79 (-2.26, -1.32) c; vs Lina-Met: -0.62 (-1.15, -0.09) c |
| Leptin (ng/mL) | ||||
| Placebo | 23.61 ± 0.89 | 23.96 ± 0.82 | +0.35 ± 0.31 | Ref. |
| Metformin | 24.15 ± 0.94 | 23.20 ± 0.88 | -0.95 ± 0.41 | vs Placebo: -1.30 (-1.65, -0.95) c |
| Lina-Met | 24.05 ± 0.81 | 22.58 ± 1.03 | -1.47 ± 0.52 | vs Placebo: -1.82 (-2.20, -1.44) c; vs Metformin: -0.52 (-0.90, -0.14) c |
| Empa-Met | 24.30 ± 1.06 | 21.79 ± 1.10 | -2.51 ± 0.58 | vs Placebo: -2.86 (-3.26, -2.46) c; vs Metformin: -1.56 (-1.96, -1.16) c; vs Lina-Met: -0.79 (-1.45, -0.13) d |
| SHBG (nmol/L) | ||||
| Placebo | 38.31 ± 4.78 | 39.70 ± 4.90 | +1.39 ± 2.11 | Ref. |
| Metformin | 35.55 ± 4.30 | 37.93 ± 6.02 | +2.38 ± 3.45 | vs Placebo: 0.99 (-1.45, 3.43) |
| Lina-Met | 37.24 ± 6.20 | 40.65 ± 5.71 | +3.41 ± 3.89 | vs Placebo: 2.02 (-0.65, 4.69); vs Metformin: 1.03 (-1.64, 3.70) |
| Empa-Met | 36.08 ± 5.65 | 41.19 ± 5.48 | +5.11 ± 3.12 | vs Placebo: 3.72 (1.32, 6.12) d; vs Metformin: 2.73 (0.33, 5.13) d; vs Lina-Met: 1.70 (-0.70, 4.10) |
| Total testosterone (ng/ml) | ||||
| Placebo | 1.49 ± 0.51 | 1.66 ± 0.50 | +0.17 ± 0.22 | Ref. |
| Metformin | 1.38 ± 0.51 | 1.14 ± 0.44 | -0.24 ± 0.19 | vs Placebo: -0.41 (-0.62, -0.20) c |
| Lina-Met | 1.32 ± 0.48 | 0.89 ± 0.35 | -0.43 ± 0.25 | vs Placebo: -0.60 (-0.83, -0.37) c; vs Metformin: -0.19 (-0.42, 0.04) |
| Empa-Met | 1.21 ± 0.50 | 0.77 ± 0.39 | -0.44 ± 0.23 | vs Placebo: -0.61 (-0.83, -0.39) c; vs Metformin: -0.20 (-0.42, 0.02); vs Lina-Met: -0.01 (-0.23, 0.21) |
Abbreviation: CI, 95% confidence interval; Lina-Met, linagliptin-metformin; Empa-Met, empagliflozin-metformin.
a Values are present as mean ± SD.
b MD = mean difference in change from baseline (Δ) between groups, derived from ANCOVA with baseline adjustment.
c P < 0.01.
d P < 0.05.