Introduction
Methods
Study Design and Participants
End Points
Pharmacogenetic Analysis
Statistical Analysis
Results
Participants
Effect of DAPA + ExQW on Substrates
FFAs and Glycerol
DAPA + ExQW (n = 25) | Placebo (n = 24) | DAPA + ExQW vs. placebo | |
---|---|---|---|
Substrates before and during OGTT
| |||
Free fatty acids fasting, μmol/l | |||
n at baseline | 23 | 20 | |
Baseline mean (SD) | 255.0 (129.8) | 205.0 (53.5) | |
Week 24 mean (SD) | 236.6 (110.6) | 193.9 (44.0) | |
Week 52 mean (SD) | 279.1 (114.5) | NA | |
Week 0–24 adjusted mean changea | −18.4 (−52.0, 15.2) | −11.2 (−47.2, 24.9) | −7.2 (−56.5, 42.0) |
Week 24–52 adjusted mean changeb | 50.1 (−12.0, 112.3) | NA | NA |
Week 0–52 adjusted mean changeb | 31.7 (−35.1, 98.5) | NA | NA |
Free fatty acids 120 min, μmol/l | |||
n at baseline | 23 | 20 | |
Baseline mean (SD) | 31.5 (21.8) | 27.6 (23.4) | |
Week 24 mean (SD) | 50.4 (36.5) | 26.0 (18.7) | |
Week 52 mean (SD) | 72.1 (47.5) | NA | |
Week 0–24 adjusted mean changea | 18.8 (6.8, 30.9)** | −1.6 (−14.5, 11.3) | 20.4 (2.8, 38.1)† |
Week 24–52 adjusted mean changeb | 27.5 (−0.6, 55.6) | NA | NA |
Week 0–52 adjusted mean changeb | 46.3 (27.8, 64.9)*** | NA | NA |
Free fatty acids AUC, μmol/l•min | |||
n at baseline | 23 | 20 | |
Baseline mean (SD) | 13,526 (7545) | 10,915 (4534) | |
Week 24 mean (SD) | 15,462 (6466) | 10,698 (3394) | |
Week 52 mean (SD) | 18,192 (7898) | NA | |
Week 0–24 adjusted mean changea | 1936 (383, 3488)* | −217 (−1882, 1448) | 2153 (−124, 4429) |
Week 24–52 adjusted mean changeb | 3738 (991, 6486)** | NA | NA |
Week 0–52 adjusted mean changeb | 5674 (2715, 8633)*** | NA | NA |
Glycerol fasting, μmol/l | |||
n at baseline | 23 | 20 | |
Baseline mean (SD) | 120.0 (40.3) | 116.8 (42.2) | |
Week 24 mean (SD) | 92.7 (39.7) | 95.4 (27.7) | |
Week 52 mean (SD) | 94.5 (37.5) | NA | |
Week 0–24 adjusted mean changea | −27.3 (−43.5, −11.1)** | −21.3 (−38.7, −4.0)* | −5.9 (−29.7, 17.8) |
Week 24–52 adjusted mean changeb | 5.1 (−8.5, 18.7) | NA | NA |
Week 0–52 adjusted mean changeb | −22.1 (−39.6, −4.7)* | NA | NA |
Glycerol 120 min, μmol/l | |||
n at baseline | 23 | 20 | |
Baseline mean (SD) | 69.6 (27.1) | 63.4 (25.4) | |
Week 24 mean (SD) | 68.0 (33.6) | 63.6 (24.7) | |
Week 52 mean (SD) | 69.3 (27.6) | NA | |
Week 0–24 adjusted mean changea | −1.6 (−15.5, 12.3) | 0.1 (−14.8, 15.0) | −1.7 (−22.1, 18.6) |
Week 24–52 adjusted mean changeb | 5.5 (−12.1, 23.1) | NA | NA |
Week 0–52 adjusted mean changeb | 3.9 (−6.0, 13.9) | NA | NA |
Glycerol AUC, μmol/l•min | |||
n at baseline | 23 | 20 | |
Baseline mean (SD) | 9433 (2664) | 9218 (3041) | |
Week 24 mean (SD) | 10,113 (5474) | 8860 (3514) | |
Week 52 mean (SD) | 9301 (3067) | NA | |
Week 0–24 adjusted mean changea | 680 (−1134, 2494) | −358 (−2303, 1587) | 1038 (−1622, 3697) |
Week 24–52 adjusted mean changeb | −233 (−1578, 1112) | NA | NA |
Week 0–52 adjusted mean changeb | 447 (−852, 1746) | NA | NA |
Beta-OH-butyrate fasting, mmol/l | |||
n at baseline | 25 | 24 | |
Baseline mean (SD) | 0.23 (0.11) | 0.21 (0.07) | |
Week 24 mean (SD) | 0.23 (0.10) | 0.18 (0.11) | |
Week 52 mean (SD) | 0.22 (0.16) | NA | |
Week 0–24 adjusted mean changea | −0.002 (−0.06, 0.06) | −0.03 (−0.09, 0.03) | 0.03 (−0.06, 0.11) |
Week 24–52 adjusted mean changeb | −0.002 (−0.06, 0.06) | NA | NA |
Week 0–52 adjusted mean changeb | −0.005 (−0.09, 0.08) | NA | NA |
Beta-OH-butyrate 120 min, mmol/l | |||
n at baseline | 21 | 23 | |
Baseline mean (SD) | 0.17 (0.06) | 0.16 (0.05) | |
Week 24 mean (SD) | 0.17 (0.08) | 0.14 (0.05) | |
Week 52 mean (SD) | 0.09 (0.06) | NA | |
Week 0–24 adjusted mean changea | 0.007 (−0.27, 0.041) | −0.015 (−0.050, 0.020) | 0.022 (−0.026, 0.071) |
Week 24–52 adjusted mean changeb | −0.09 (−0.13, −0.94)*** | NA | NA |
Week 0–52 adjusted mean changeb | −0.08 (−0.12, −0.04)*** | NA | NA |
Glucose fasting, mmol/l | |||
n at baseline | 25 | 24 | |
Baseline mean (SD) | 5.9 (0.6) | 5.8 (0.4) | |
Week 24 mean (SD) | 5.5 (0.5) | 6.1 (0.7) | |
Week 52 mean (SD) | 5.5 (0.5) | NA | |
Week 0–24 adjusted mean changea | −0.44 (−0.64, −0.24)*** | 0.24 (0.03, 0.45)* | −0.68 (−0.97, −0.39)††† |
Week 24–52 adjusted mean changeb | 0.10 (−0.10, 0.30) | NA | NA |
Week 0–52 adjusted mean changeb | −0.33 (−0.53, −0.14)** | NA | NA |
Glucose 120 min, mmol/l | |||
n at baseline | 25 | 24 | |
Baseline mean (SD) | 8.0 (2.3) | 7.1 (1.1) | |
Week 24 mean (SD) | 6.1 (1.7) | 7.4 (1.9) | |
Week 52 mean (SD) | 5.6 (1.9) | NA | |
Week 0–24 adjusted mean changea | −1.91 (−2.86, −0.96)*** | 0.29 (−0.71, 1.29) | −2.20 (−3.57, −0.82)†† |
Week 24–52 adjusted mean changeb | −0.34 (−0.93, 0.24) | NA | NA |
Week 0–52 adjusted mean changeb | −2.25 (−3.10, −1.41)*** | NA | NA |
Glucose AUC, mmol/l•min | |||
n at baseline | 25 | 24 | |
Baseline mean (SD) | 1474 (335) | 1323 (181) | |
Week 24 mean (SD) | 1226 (249) | 1403 (284) | |
Week 52 mean (SD) | 1197 (279) | NA | |
Week 0–24 adjusted mean changea | −233 (−346, −119)*** | 74 (−42, 190) | −306 (−469, −144)††† |
Week 24–52 adjusted mean changeb | −8 (−70, 54) | NA | NA |
Week 0–52 adjusted mean changeb | −262 (−356, −168)*** | NA | NA |
Hormones before and during OGTT
| |||
Glucagon fasting, nM | |||
n at baseline | 23 | 20 | |
Baseline mean (SD) | 10.0 (6.6) | 8.4 (4.7) | |
Week 24 mean (SD) | 11.7 (7.8) | 13.1 (8.1) | |
Week 0–24 adjusted mean changea | 2.4 (−0.1, 4.9) | 4.8 (2.2, 7.4)*** | −2.4 (−6.0, 1.3) |
Glucagon 120 min, nM | |||
n at baseline | 23 | 20 | |
Baseline mean (SD) | 3.1 (3.5) | 3.4 (2.3) | |
Week 24 mean (SD) | 6.9 (6.0) | 5.2 (3.9) | |
Week 0–24 adjusted mean changea | 3.7 (1.5, 5.9)** | 1.8 (−0.5, 4.1) | 1.9 (−1.3, 5.1) |
Insulin fasting, mU/l | |||
n at baseline | 25 | 24 | |
Baseline mean (SD) | 13.5 (6.5) | 15.1 (8.6) | |
Week 24 mean (SD) | 15.1 (13.9) | 16.3 (11.7) | |
Week 52 mean (SD) | 10.0 (6.1) | NA | |
Week 0–24 adjusted mean changea | 1.3 (−2.9, 5.5) | 0.9 (−3.5, 5.4) | 0.4 (−5.7, 6.5) |
Week 24–52 adjusted mean changeb | −3.9 (−8.4, 0.6) | NA | NA |
Week 0–52 adjusted mean changeb | −2.7 (−4.4, −0.9)** | NA | NA |
Insulin 120 min, mU/l | |||
n at baseline | 25 | 24 | |
Baseline mean (SD) | 86.8 (80.6) | 99.4 (83.9) | |
Week 24 mean (SD) | 67.8 (59.1) | 89.6 (79.4) | |
Week 52 mean (SD) | 44.6 (34.9) | NA | |
Week 0–24 adjusted mean changea | −20.7 (−47.4, 5.9) | −9.6 (−37.7, 18.5) | −11.1 (−49.9, 27.6) |
Week 24–52 adjusted mean changeb | −14.5 (−35.5, 6.5) | NA | NA |
Week 0–52 adjusted mean changeb | −35.5 (−65.1, −6.0)* | NA | NA |
Insulin AUC, mU/•min | |||
n at baseline | 24 | 24 | |
Baseline mean (SD) | 13,341 (9023) | 16,106 (10,262) | |
Week 24 mean (SD) | 11,890 (7302) | 15,750 (9184) | |
Week 52 mean (SD) | 9396 (4391) | NA | |
Week 0–24 adjusted mean changea | −1376 (−4420, 1669) | −539 (−3587, 2509) | −837 (−5145, 3472) |
Week 24–52 adjusted mean changeb | −1560 (−3823, 704) | NA | NA |
Week 0–52 adjusted mean changeb | −3031 (−5992, −71)* | NA | NA |
Insulin secretion and sensitivity
| |||
Insulinogenic index | |||
n at baseline | 25 | 24 | |
Baseline mean (SD) | 19.3 (31.2)c | 36.0 (21.6) | |
Week 24 mean (SD) | 28.0 (18.0) | 39.0 (27.4) | |
Week 52 mean (SD) | 16.0 (39.9) | NA | |
Week 0–24 adjusted mean changea | 8.5 (−4.6, 21.7) | 2.5 (−11.1, 16.1) | 6.0 (−12.9, 24.9) |
Week 24–52 adjusted mean changeb | −8.8 (−27.8, 10.3) | NA | NA |
Week 0–52 adjusted mean changeb | −0.1 (−19.8, 19.6) | NA | NA |
Matsuda index (UGE adjusted) | |||
n at baseline | 24 | 24 | |
Baseline mean (SD) | 3.69 (2.26) | 3.08 (1.55) | |
Week 24 mean (SD) | 4.56 (3.31) | 3.26 (2.25) | |
Week 52 mean (SD) | 6.46 (6.12) | NA | |
Week 0–24 adjusted mean changea | 1.01 (0.23, 1.80)* | 0.17 (−0.61, 0.95) | 0.85 (−0.27, 1.96) |
Week 24–52 adjusted mean changeb | 1.03 (−2.05, 4.11) | NA | NA |
Week 0–52 adjusted mean changeb | 2.07 (−0.73, 4.88) | NA | NA |
Beta-OH-Butyrate
Glucose
Effect of DAPA + ExQW on Glucagon and Insulin Secretion and Sensitivity
Glucagon
Insulin
Insulin Secretion and Sensitivity
Associations Between Baseline Markers and Bodyweight Loss
Pharmacogenetic Analysis
Gene-SNP | Dominant | Recessive | Additive | ||
---|---|---|---|---|---|
GLP1R-rs10305420 | |||||
Genotype | C/C | C/T–T/T | C/C–C/T | T/T | 0, 1, 2 T |
n | 16 | 24 | 34 | 6 | 40 |
Mean | −4.3 | −4.6 | −4.6 | −4.1 | |
Difference (95% CI) | −0.6 (−3.7, 2.5) | 0.4 (−3.7, 4.6) | −0.2 (−2.3, 2.0) | ||
P value | 0.7152 | 0.8358 | 0.8820 | ||
GLP1R-rs6923761 | |||||
Genotype | G/G | A/G–A/A | G/G–A/G | A/A | 0, 1, 2 A |
n | 18 | 22 | 35 | 5 | 40 |
Mean | −4.1 | −4.8 | −4.6 | −3.9 | |
Difference (95% CI) | −0.5 (−3.5, 2.5) | 0.4 (−4.4, 5.2) | −0.2 (−2.4, 2.0) | ||
P value | 0.7396 | 0.8756 | 0.8618 | ||
GLP1R-rs1042044 | |||||
Genotype | C/C | A/C–A/A | C/C–A/C | A/A | 0, 1, 2 A |
n | 15 | 25 | 33 | 7 | 40 |
Mean | −5.0 | −4.2 | −4.7 | −3.3 | |
Difference (95% CI) | 1.5 (−1.8, 4.7) | 1.6 (−2.3, 5.5) | 1.2 (−1.0, 3.3) | ||
P value | 0.3812 | 0.4238 | 0.3025 | ||
TCF7L2-rs7903146 | |||||
Genotype | C/C | C/T–T/T | C/C–C/T | T/T | 0, 1, 2 T |
n | 24 | 16 | 39 | 1 | 40 |
Mean | −4.9 | −3.8 | −4.5 | −5.2 | |
Difference (95% CI) | 2.0 (−1.3, 5.3) | 0.2 (−9.6, 9.9) | 1.5 (−1.3, 4.4) | ||
P value | 0.2390 | 0.9759 | 0.3007 | ||
KCNQ1-rs151290 | |||||
Genotype | C/C | A/C–A/A | C/C–A/C | A/A | 0, 1, 2 A |
n | 18 | 22 | 37 | 3 | 40 |
Mean | −5.1 | −4.0 | −4.6 | −3.4 | |
Difference (95% CI) | 0.9 (−2.0, 3.9) | 0.7 (−4.9, 6.4) | 0.7 (−1.7, 3.1) | ||
P value | 0.5467 | 0.8020 | 0.5547 | ||
WFS1-rs10010131 | |||||
Genotype | G/G | A/G–A/A | G/G–A/G | A/A | 0, 1, 2 A |
n | 12 | 28 | 33 | 7 | 40 |
Mean | −2.0 | −5.6 | −4.1 | −6.3 | |
Difference (95% CI) | −3.4 (−6.5, −0.2) | −2.7 (−6.6, 1.3) | −2.4 (−4.5, −0.3) | ||
P value |
0.0434
| 0.1952 |
0.0337
| ||
IL6R-rs2228145 | |||||
Genotype | A/A | C/A–C/C | A/A–C/A | C/C | 0, 1, 2 C |
n | 13 | 27 | 28 | 12 | 40 |
Mean | −5.2 | −4.1 | −5.0 | −3.3 | |
Difference (95% CI) | 0.7 (−2.5, 3.9) | 1.6 (−1.6, 4.8) | 0.8 (−1.1, 2.7) | ||
P value | 0.6758 | 0.3242 | 0.4131 |
Baseline Associations with Bodyweight Loss at 24 Weeks (Multivariate GLM Analysis)
Variable | β coefficient | Standard error | t value | P value |
---|---|---|---|---|
DAPA + ExQW vs. PBO | −3.025 | 0.955 | −3.169 | 0.0032 |
Insulinogenic index | 0.429 | 0.151 | 2.844 | 0.0074 |
Body mass index | 0.052 | 0.019 | 2.676 | 0.0113 |
rs10010131 (0, 1, or 2 A alleles) | −1.598 | 0.690 | −2.316 | 0.0266 |
Amylin AUC | −0.0002 | 0.0001 | −2.162 | 0.0376 |
Insulin AUC | −0.0001 | 0.0001 | −1.871 | 0.0698 |