LivingGLP1
Network meta-analysis

Discontinuation due to gastrointestinal adverse events

Type 2 diabetes (adults)

longest follow-upRecorded harmsDoses of a drug pooledHazard ratio (from event counts)
43
Randomized trials
26
Treatments
19,955
Participants
650
Events

In plain language

Across 43 trials with 19,955 participants, 3 of 25 treatments had a clearly better result than placebo on discontinuation due to gastrointestinal adverse events, 6 a clearly worse one, and for 16 the evidence could not tell them apart from placebo. The most favorable estimate was for Insulin glargine: hazard ratio (from event counts) 0.01 (95% credible interval 0.00 to 0.15).

Lower values favor the treatment. "Clearly" means the 95% credible interval excludes no difference. These are averages across trials; they do not say how any one person will respond. Not medical advice.

Network of trials

Each circle is a treatment; each line joins treatments that were randomized against each other in at least one trial.
DANU_PODAPAGLIFLOZINDULA_SCEFPE_SCEXENER_SCEXEN_SCICOSEMA_SCIGLARLIXI_SCINS_ASPARTINS_GLARGINELINAGLIPTINLIRAMETF_SCLIRA_SCLIXI_SCMETFORMINOTHER_ACTIVE_additional_OADOTHER_ACTIVE_investigator_choice_oral_drugOTHER_ACTIVE_sulfonylureaPLACEBOSAFIGL_POSEMA_POSEMA_SCSITAGLIPTINSTANDARD_CARETASP_SCTIRZ_SC
Node area shows participants; line width shows trials comparing two treatments directly. Blue: GLP-1 receptor agonist containing treatments; grey: comparators. Hover over or tab to a node or line for details.

Effects compared with Placebo

Hazard ratio (from event counts). Lower values favor the treatment.
0.010.020.050.10.20.250.51245102050100← favors treatmentfavors reference →Insulin glargineInsulin aspart (prandial)SulfonylureaAdditional oadDapagliflozinSitagliptinStandard care or no added treatm…Investigator choice oral drugDulaglutide injectionInsulin glargine with lixisenati…LinagliptinLiraglutide and metformin inject…MetforminExenatide extended release injec…Tirzepatide injectionTaspoglutide injectionSemaglutide injectionLiraglutide injectionEfpe scInsulin icodec with semaglutide …Semaglutide tabletSafiglipron (HRS-7535) tabletLixisenatide injectionExenatide injectionDanuglipron tablet
Versus Placebo, log scale. Blue: Bayesian random effects posterior median with 95% credible interval (thick) and 95% prediction interval (dashed). Amber diamond: frequentist estimate with 95% confidence interval. Hover over or tab to a row for its values.
Effects of each treatment versus Placebo
TreatmentBayesian HR (95% CrI)95% prediction intervalFrequentist HR (95% CI)Verdict
Insulin glargine
INS_GLARGINE
0.01 (0.00 to 0.15)0.00 to 0.16Better
Insulin aspart (prandial)
INS_ASPART
0.06 (0.00 to 0.68)0.00 to 0.76Better
Sulfonylurea
OTHER_ACTIVE_sulfonylurea
0.08 (0.00 to 1.02)0.00 to 1.09Unclear
Additional oad
OTHER_ACTIVE_additional_OAD
0.11 (0.00 to 1.22)0.00 to 1.33Unclear
Dapagliflozin
DAPAGLIFLOZIN
0.14 (0.00 to 3.25)0.00 to 3.40Unclear
Sitagliptin
SITAGLIPTIN
0.22 (0.06 to 0.63)0.05 to 0.73Better
Standard care or no added treatment
STANDARD_CARE
0.56 (0.01 to 27.88)0.01 to 29.83Unclear
Investigator choice oral drug
OTHER_ACTIVE_investigator_choice_oral_drug
0.61 (0.17 to 2.01)0.14 to 2.37Unclear
Dulaglutide injection
DULA_SC
0.63 (0.12 to 2.59)0.10 to 2.92Unclear
Insulin glargine with lixisenatide injection
IGLARLIXI_SC
0.65 (0.03 to 22.92)0.02 to 23.33Unclear
Linagliptin
LINAGLIPTIN
0.72 (0.01 to 62.01)0.01 to 64.14Unclear
Liraglutide and metformin injection
LIRAMETF_SC
0.74 (0.01 to 46.77)0.01 to 51.39Unclear
Metformin
METFORMIN
0.74 (0.01 to 55.28)0.01 to 58.06Unclear
Exenatide extended release injection
EXENER_SC
1.49 (0.60 to 3.52)0.47 to 4.34Unclear
Tirzepatide injection
TIRZ_SC
2.16 (0.40 to 12.14)0.35 to 13.57Unclear
Taspoglutide injection
TASP_SC
2.76 (0.49 to 14.91)0.43 to 16.49Unclear
Semaglutide injection
SEMA_SC
3.63 (2.08 to 6.69)1.56 to 9.11Worse
Liraglutide injection
LIRA_SC
3.89 (1.76 to 8.68)1.34 to 10.86Worse
Efpe sc
EFPE_SC
3.90 (1.06 to 19.46)0.89 to 22.18Worse
Insulin icodec with semaglutide injection
ICOSEMA_SC
3.92 (0.60 to 26.39)0.56 to 29.43Unclear
Semaglutide tablet
SEMA_PO
4.11 (1.31 to 10.82)1.07 to 12.62Worse
Safiglipron (HRS-7535) tablet
SAFIGL_PO
6.44 (0.72 to 119)0.64 to 127Unclear
Lixisenatide injection
LIXI_SC
6.67 (1.54 to 33.12)1.27 to 36.65Worse
Exenatide injection
EXEN_SC
7.37 (1.32 to 41.34)1.10 to 46.03Worse
Danuglipron tablet
DANU_PO
8.01 (0.75 to 227)0.71 to 239Unclear

Ranking

How likely each treatment is to be among the best. Rankings ignore the size of differences and their certainty, so read them with the effects above.

League table

Every treatment against every other: hazard ratio (from event counts) of the row treatment versus the column treatment, posterior median and 95% credible interval. Green: row clearly better; red: row clearly worse.
Every treatment in a row compared with every treatment in a column
Row versus columnPLACEBOINS_GLARGINEINS_ASPARTOTHER_ACTIVE_sulfonylureaOTHER_ACTIVE_additional_OADDAPAGLIFLOZINSITAGLIPTINSTANDARD_CAREOTHER_ACTIVE_investigator_choice_oral_drugDULA_SCIGLARLIXI_SCLINAGLIPTINLIRAMETF_SCMETFORMINEXENER_SCTIRZ_SCTASP_SCSEMA_SCLIRA_SCEFPE_SCICOSEMA_SCSEMA_POSAFIGL_POLIXI_SCEXEN_SCDANU_PO
PLACEBOPLACEBO70.20
6.57 to 1714
16.45
1.47 to 507
12.18
0.98 to 486
8.88
0.82 to 363
7.35
0.31 to 382
4.62
1.59 to 16.17
1.79
0.04 to 156
1.63
0.50 to 5.82
1.58
0.39 to 8.31
1.53
0.04 to 38.13
1.40
0.02 to 187
1.36
0.02 to 144
1.36
0.02 to 157
0.67
0.28 to 1.67
0.46
0.08 to 2.51
0.36
0.07 to 2.03
0.28
0.15 to 0.48
0.26
0.12 to 0.57
0.26
0.05 to 0.95
0.25
0.04 to 1.67
0.24
0.09 to 0.76
0.16
0.01 to 1.39
0.15
0.03 to 0.65
0.14
0.02 to 0.76
0.12
0.00 to 1.32
INS_GLARGINE0.01
0.00 to 0.15
INS_GLARGINE0.24
0.00 to 14.40
0.18
0.00 to 13.67
0.13
0.00 to 11.31
0.10
0.00 to 10.95
0.07
0.00 to 0.96
0.02
0.00 to 4.30
0.02
0.00 to 0.31
0.02
0.00 to 0.23
0.02
0.00 to 0.43
0.02
0.00 to 4.84
0.02
0.00 to 3.73
0.02
0.00 to 4.03
0.01
0.00 to 0.11
0.01
0.00 to 0.12
0.01
0.00 to 0.09
0.00
0.00 to 0.04
0.00
0.00 to 0.04
0.00
0.00 to 0.06
0.00
0.00 to 0.08
0.00
0.00 to 0.04
0.00
0.00 to 0.06
0.00
0.00 to 0.04
0.00
0.00 to 0.04
0.00
0.00 to 0.05
INS_ASPART0.06
0.00 to 0.68
4.25
0.07 to 238
INS_ASPART0.75
0.01 to 65.06
0.57
0.01 to 42.36
0.44
0.00 to 48.95
0.28
0.01 to 4.11
0.10
0.00 to 17.64
0.10
0.00 to 1.54
0.10
0.00 to 1.84
0.09
0.00 to 5.61
0.08
0.00 to 21.54
0.08
0.00 to 15.40
0.08
0.00 to 17.87
0.04
0.00 to 0.50
0.03
0.00 to 0.53
0.02
0.00 to 0.43
0.02
0.00 to 0.17
0.02
0.00 to 0.20
0.01
0.00 to 0.24
0.02
0.00 to 0.32
0.02
0.00 to 0.23
0.01
0.00 to 0.26
0.01
0.00 to 0.16
0.01
0.00 to 0.16
0.01
0.00 to 0.26
OTHER_ACTIVE_sulfonylurea0.08
0.00 to 1.02
5.66
0.07 to 302
1.33
0.02 to 98.96
OTHER_ACTIVE_sulfonylurea0.75
0.01 to 57.53
0.58
0.00 to 59.49
0.38
0.01 to 6.22
0.14
0.00 to 26.88
0.13
0.00 to 1.85
0.13
0.00 to 2.51
0.12
0.00 to 7.58
0.11
0.00 to 32.19
0.10
0.00 to 23.93
0.11
0.00 to 24.99
0.06
0.00 to 0.72
0.04
0.00 to 0.76
0.03
0.00 to 0.63
0.02
0.00 to 0.28
0.02
0.00 to 0.24
0.02
0.00 to 0.37
0.02
0.00 to 0.47
0.02
0.00 to 0.29
0.01
0.00 to 0.41
0.01
0.00 to 0.23
0.01
0.00 to 0.25
0.01
0.00 to 0.37
OTHER_ACTIVE_additional_OAD0.11
0.00 to 1.22
7.48
0.09 to 419
1.74
0.02 to 121
1.34
0.02 to 106
OTHER_ACTIVE_additional_OAD0.75
0.01 to 90.32
0.53
0.01 to 7.39
0.18
0.00 to 30.73
0.18
0.00 to 2.72
0.18
0.00 to 3.28
0.16
0.00 to 10.02
0.14
0.00 to 39.12
0.14
0.00 to 30.17
0.14
0.00 to 31.78
0.08
0.00 to 0.91
0.05
0.00 to 1.01
0.04
0.00 to 0.78
0.03
0.00 to 0.31
0.03
0.00 to 0.36
0.03
0.00 to 0.47
0.03
0.00 to 0.55
0.03
0.00 to 0.41
0.02
0.00 to 0.51
0.02
0.00 to 0.30
0.01
0.00 to 0.30
0.01
0.00 to 0.41
DAPAGLIFLOZIN0.14
0.00 to 3.25
9.76
0.09 to 914
2.28
0.02 to 226
1.73
0.02 to 207
1.34
0.01 to 165
DAPAGLIFLOZIN0.63
0.01 to 20.38
0.23
0.00 to 60.87
0.22
0.00 to 7.23
0.22
0.00 to 8.17
0.19
0.00 to 18.84
0.18
0.00 to 62.96
0.17
0.00 to 52.34
0.18
0.00 to 59.29
0.09
0.00 to 2.62
0.06
0.00 to 2.38
0.05
0.00 to 1.85
0.04
0.00 to 0.95
0.03
0.00 to 0.94
0.03
0.00 to 1.10
0.03
0.00 to 1.46
0.03
0.00 to 0.99
0.02
0.00 to 0.29
0.02
0.00 to 0.70
0.02
0.00 to 0.71
0.01
0.00 to 0.93
SITAGLIPTIN0.22
0.06 to 0.63
15.09
1.04 to 459
3.54
0.24 to 121
2.62
0.16 to 118
1.90
0.14 to 85.21
1.59
0.05 to 93.75
SITAGLIPTIN0.38
0.01 to 36.73
0.35
0.07 to 1.62
0.34
0.05 to 2.33
0.32
0.01 to 9.81
0.30
0.00 to 46.80
0.29
0.00 to 32.01
0.29
0.00 to 40.84
0.15
0.04 to 0.50
0.10
0.01 to 0.70
0.08
0.02 to 0.27
0.06
0.02 to 0.16
0.06
0.01 to 0.18
0.05
0.01 to 0.30
0.05
0.01 to 0.42
0.05
0.01 to 0.22
0.03
0.00 to 0.38
0.03
0.00 to 0.18
0.03
0.00 to 0.20
0.03
0.00 to 0.35
STANDARD_CARE0.56
0.01 to 27.88
41.23
0.23 to 6690
9.74
0.06 to 1793
7.31
0.04 to 1665
5.65
0.03 to 1180
4.36
0.02 to 1183
2.62
0.03 to 155
STANDARD_CARE0.91
0.01 to 56.71
0.93
0.01 to 69.05
0.82
0.00 to 157
0.84
0.00 to 396
0.78
0.00 to 367
0.74
0.00 to 409
0.38
0.00 to 21.81
0.26
0.00 to 20.97
0.21
0.00 to 15.21
0.15
0.00 to 8.02
0.14
0.00 to 7.69
0.14
0.00 to 8.52
0.14
0.00 to 11.23
0.14
0.00 to 7.68
0.08
0.00 to 7.70
0.08
0.00 to 5.44
0.08
0.00 to 5.50
0.06
0.00 to 7.33
OTHER_ACTIVE_investigator_choice_oral_drug0.61
0.17 to 2.01
43.11
3.22 to 1191
10.02
0.65 to 367
7.50
0.54 to 316
5.56
0.37 to 271
4.50
0.14 to 267
2.83
0.62 to 14.34
1.09
0.02 to 108
OTHER_ACTIVE_investigator_choice_oral_drug0.96
0.19 to 6.47
0.93
0.02 to 29.53
0.86
0.01 to 137
0.81
0.01 to 96.49
0.83
0.01 to 110
0.41
0.11 to 1.43
0.29
0.03 to 2.19
0.22
0.03 to 1.57
0.17
0.04 to 0.56
0.16
0.06 to 0.39
0.15
0.02 to 0.97
0.15
0.02 to 1.28
0.15
0.04 to 0.58
0.09
0.00 to 1.15
0.09
0.01 to 0.61
0.08
0.01 to 0.68
0.08
0.00 to 1.05
DULA_SC0.63
0.12 to 2.59
40.75
4.34 to 1117
10.18
0.54 to 409
7.62
0.40 to 364
5.71
0.30 to 287
4.54
0.12 to 283
2.91
0.43 to 18.34
1.08
0.01 to 127
1.04
0.15 to 5.40
DULA_SC0.95
0.02 to 28.12
0.86
0.01 to 159
0.84
0.01 to 118
0.83
0.01 to 122
0.42
0.07 to 1.98
0.29
0.03 to 2.62
0.22
0.02 to 2.10
0.17
0.03 to 0.74
0.16
0.03 to 0.63
0.16
0.02 to 1.11
0.16
0.01 to 1.68
0.16
0.03 to 0.68
0.09
0.00 to 1.31
0.09
0.01 to 0.75
0.08
0.01 to 0.77
0.07
0.00 to 1.24
IGLARLIXI_SC0.65
0.03 to 22.92
43.71
2.34 to 3372
11.52
0.18 to 1258
8.63
0.13 to 1308
6.44
0.10 to 918
5.24
0.05 to 872
3.13
0.10 to 124
1.22
0.01 to 320
1.07
0.03 to 44.34
1.06
0.04 to 45.90
IGLARLIXI_SC1.02
0.00 to 306
0.93
0.00 to 287
0.92
0.00 to 334
0.45
0.02 to 16.37
0.31
0.01 to 15.29
0.24
0.01 to 10.99
0.18
0.01 to 6.12
0.17
0.01 to 6.08
0.16
0.00 to 7.47
0.17
0.00 to 8.33
0.16
0.01 to 6.61
0.10
0.00 to 6.18
0.10
0.00 to 4.40
0.09
0.00 to 4.37
0.08
0.00 to 5.65
LINAGLIPTIN0.72
0.01 to 62.01
53.45
0.21 to 12008
12.73
0.05 to 3354
9.45
0.03 to 2623
7.26
0.03 to 2064
5.50
0.02 to 1921
3.36
0.02 to 335
1.20
0.00 to 693
1.17
0.01 to 119
1.17
0.01 to 133
0.98
0.00 to 272
LINAGLIPTIN1.00
0.00 to 609
0.97
0.00 to 623
0.47
0.00 to 42.07
0.33
0.00 to 38.15
0.25
0.00 to 28.48
0.20
0.00 to 17.57
0.19
0.00 to 16.91
0.18
0.00 to 18.70
0.18
0.00 to 18.62
0.18
0.00 to 16.20
0.10
0.00 to 14.70
0.10
0.00 to 12.69
0.09
0.00 to 11.54
0.08
0.00 to 14.54
LIRAMETF_SC0.74
0.01 to 46.77
54.89
0.27 to 11100
12.77
0.06 to 2672
9.81
0.04 to 2373
7.17
0.03 to 1639
5.73
0.02 to 1652
3.44
0.03 to 251
1.29
0.00 to 616
1.23
0.01 to 92.82
1.19
0.01 to 107
1.07
0.00 to 224
1.00
0.00 to 680
LIRAMETF_SC0.99
0.00 to 508
0.50
0.00 to 35.39
0.34
0.00 to 32.88
0.26
0.00 to 25.81
0.20
0.00 to 13.81
0.19
0.00 to 12.95
0.18
0.00 to 14.53
0.19
0.00 to 18.53
0.18
0.00 to 13.22
0.11
0.00 to 13.26
0.11
0.00 to 8.76
0.10
0.00 to 8.75
0.08
0.00 to 11.59
METFORMIN0.74
0.01 to 55.28
55.32
0.25 to 9926
13.14
0.06 to 2876
9.47
0.04 to 2531
7.26
0.03 to 1894
5.50
0.02 to 1970
3.51
0.02 to 295
1.35
0.00 to 647
1.21
0.01 to 101
1.21
0.01 to 122
1.09
0.00 to 214
1.03
0.00 to 730
1.01
0.00 to 514
METFORMIN0.49
0.00 to 38.58
0.33
0.00 to 37.64
0.28
0.00 to 26.25
0.20
0.00 to 16.21
0.19
0.00 to 14.46
0.18
0.00 to 15.88
0.18
0.00 to 20.24
0.18
0.00 to 15.20
0.10
0.00 to 15.43
0.11
0.00 to 10.44
0.10
0.00 to 9.58
0.08
0.00 to 13.52
EXENER_SC1.49
0.60 to 3.52
104
8.89 to 2756
24.16
1.98 to 830
17.92
1.39 to 775
13.25
1.10 to 644
10.95
0.38 to 602
6.80
2.02 to 28.18
2.66
0.05 to 248
2.42
0.70 to 8.90
2.37
0.50 to 13.93
2.23
0.06 to 58.05
2.12
0.02 to 298
1.98
0.03 to 221
2.03
0.03 to 259
EXENER_SC0.69
0.10 to 4.36
0.54
0.09 to 3.29
0.41
0.17 to 0.86
0.38
0.16 to 0.91
0.38
0.06 to 1.85
0.38
0.05 to 2.67
0.36
0.12 to 1.27
0.23
0.01 to 2.47
0.22
0.03 to 1.23
0.20
0.03 to 1.32
0.18
0.01 to 2.24
TIRZ_SC2.16
0.40 to 12.14
156
8.48 to 5319
36.46
1.87 to 1436
27.49
1.31 to 1399
20.27
0.99 to 1161
16.05
0.42 to 1158
10.19
1.43 to 76.02
3.83
0.05 to 483
3.50
0.46 to 30.16
3.51
0.38 to 37.08
3.25
0.07 to 130
3.05
0.03 to 547
2.96
0.03 to 430
3.00
0.03 to 474
1.45
0.23 to 9.66
TIRZ_SC0.77
0.08 to 7.93
0.60
0.11 to 3.14
0.55
0.09 to 3.64
0.54
0.05 to 5.04
0.54
0.05 to 6.57
0.52
0.08 to 4.18
0.32
0.01 to 5.47
0.32
0.03 to 3.27
0.29
0.03 to 3.61
0.26
0.01 to 4.99
TASP_SC2.76
0.49 to 14.91
198
10.58 to 7263
45.75
2.35 to 2044
35.38
1.59 to 1937
25.41
1.28 to 1272
20.66
0.54 to 1385
12.55
3.72 to 52.90
4.81
0.07 to 574
4.50
0.64 to 32.34
4.52
0.48 to 45.32
4.20
0.09 to 155
3.96
0.04 to 761
3.87
0.04 to 474
3.63
0.04 to 605
1.84
0.30 to 11.59
1.29
0.13 to 13.10
TASP_SC0.76
0.14 to 3.97
0.70
0.12 to 4.42
0.69
0.07 to 6.02
0.71
0.06 to 7.83
0.67
0.10 to 4.78
0.42
0.01 to 6.65
0.41
0.04 to 3.79
0.37
0.04 to 4.04
0.32
0.01 to 6.25
SEMA_SC3.63
2.08 to 6.69
259
23.18 to 6447
58.39
6.06 to 1858
44.05
3.52 to 1808
32.56
3.19 to 1329
27.08
1.05 to 1369
16.66
6.37 to 58.68
6.61
0.12 to 648
5.89
1.78 to 22.79
5.81
1.35 to 32.91
5.56
0.16 to 141
5.05
0.06 to 700
4.96
0.07 to 534
5.02
0.06 to 630
2.44
1.16 to 5.91
1.68
0.32 to 9.37
1.32
0.25 to 7.02
SEMA_SC0.93
0.39 to 2.33
0.93
0.17 to 4.13
0.94
0.14 to 5.79
0.88
0.31 to 3.25
0.57
0.03 to 5.56
0.55
0.10 to 2.68
0.50
0.08 to 3.14
0.45
0.01 to 5.10
LIRA_SC3.89
1.76 to 8.68
278
24.88 to 7212
63.89
5.06 to 2171
46.60
4.13 to 1730
35.23
2.81 to 1606
28.71
1.06 to 1580
17.87
5.48 to 71.43
6.98
0.13 to 650
6.32
2.58 to 17.09
6.14
1.59 to 33.32
6.02
0.16 to 161
5.37
0.06 to 851
5.26
0.08 to 576
5.34
0.07 to 693
2.63
1.10 to 6.45
1.81
0.27 to 11.37
1.42
0.23 to 8.34
1.07
0.43 to 2.54
LIRA_SC1.00
0.16 to 4.71
0.99
0.13 to 6.90
0.94
0.43 to 2.57
0.60
0.03 to 6.14
0.59
0.10 to 3.04
0.54
0.08 to 3.54
0.48
0.02 to 5.82
EFPE_SC3.90
1.06 to 19.46
288
17.99 to 9844
67.54
4.12 to 2760
50.49
2.71 to 2423
36.68
2.12 to 2051
30.95
0.91 to 1940
18.41
3.33 to 138
7.07
0.12 to 786
6.49
1.03 to 49.96
6.32
0.90 to 65.07
6.15
0.13 to 223
5.66
0.05 to 926
5.41
0.07 to 665
5.52
0.06 to 760
2.66
0.54 to 16.80
1.86
0.20 to 19.75
1.45
0.17 to 14.77
1.08
0.24 to 5.87
1.00
0.21 to 6.16
EFPE_SC1.02
0.10 to 11.47
0.96
0.19 to 6.44
0.62
0.03 to 9.06
0.59
0.07 to 5.40
0.54
0.06 to 5.90
0.49
0.01 to 8.26
ICOSEMA_SC3.92
0.60 to 26.39
286
12.98 to 10620
65.25
3.11 to 3232
49.19
2.12 to 2943
35.87
1.80 to 2165
29.53
0.68 to 2154
18.30
2.36 to 167
7.06
0.09 to 920
6.45
0.78 to 58.56
6.35
0.60 to 77.78
5.89
0.12 to 237
5.50
0.05 to 975
5.29
0.05 to 821
5.45
0.05 to 840
2.64
0.37 to 20.52
1.85
0.15 to 21.79
1.40
0.13 to 17.66
1.06
0.17 to 6.90
1.01
0.14 to 7.55
0.98
0.09 to 9.75
ICOSEMA_SC0.96
0.13 to 8.47
0.60
0.02 to 11.30
0.57
0.05 to 6.68
0.53
0.04 to 7.29
0.47
0.01 to 9.91
SEMA_PO4.11
1.31 to 10.82
287
22.66 to 7562
66.14
4.32 to 2361
49.71
3.43 to 2053
37.28
2.46 to 1667
30.01
1.01 to 1706
19.04
4.49 to 84.65
7.21
0.13 to 740
6.69
1.72 to 22.79
6.38
1.48 to 36.24
6.22
0.15 to 162
5.71
0.06 to 802
5.51
0.08 to 610
5.41
0.07 to 734
2.79
0.79 to 8.31
1.91
0.24 to 12.56
1.50
0.21 to 9.56
1.13
0.31 to 3.17
1.06
0.39 to 2.31
1.04
0.16 to 5.29
1.04
0.12 to 7.92
SEMA_PO0.62
0.03 to 6.58
0.60
0.09 to 3.38
0.55
0.08 to 3.80
0.50
0.01 to 6.40
SAFIGL_PO6.44
0.72 to 119
503
18.05 to 33373
119
3.82 to 7962
90.27
2.45 to 7335
66.14
1.94 to 5994
46.38
3.44 to 3494
30.73
2.64 to 687
12.60
0.13 to 2119
10.66
0.87 to 272
10.63
0.76 to 288
10.38
0.16 to 648
9.81
0.07 to 2701
9.29
0.08 to 2031
9.85
0.06 to 2153
4.43
0.41 to 90.41
3.15
0.18 to 82.78
2.40
0.15 to 69.89
1.77
0.18 to 34.17
1.65
0.16 to 33.06
1.62
0.11 to 38.78
1.67
0.09 to 51.99
1.62
0.15 to 36.65
SAFIGL_PO0.98
0.06 to 25.27
0.90
0.05 to 26.13
0.82
0.01 to 34.04
LIXI_SC6.67
1.54 to 33.12
489
27.39 to 17218
115
6.24 to 4918
86.01
4.28 to 4471
62.81
3.34 to 3223
50.36
1.43 to 3583
31.42
5.44 to 229
12.16
0.18 to 1291
11.06
1.64 to 78.96
10.99
1.34 to 103
10.23
0.23 to 365
9.68
0.08 to 1520
9.38
0.11 to 1365
9.01
0.10 to 1510
4.44
0.82 to 28.88
3.14
0.31 to 31.75
2.45
0.26 to 23.60
1.81
0.37 to 10.15
1.70
0.33 to 10.37
1.70
0.19 to 13.75
1.75
0.15 to 19.24
1.67
0.30 to 11.29
1.02
0.04 to 15.77
LIXI_SC0.90
0.42 to 2.26
0.81
0.02 to 14.87
EXEN_SC7.37
1.32 to 41.34
533
26.47 to 21028
123
6.09 to 5603
97.34
3.93 to 4895
69.07
3.35 to 3902
54.94
1.42 to 4267
34.63
5.06 to 281
12.77
0.18 to 1457
11.95
1.47 to 96.18
12.12
1.29 to 119
11.11
0.23 to 429
10.70
0.09 to 1844
10.17
0.11 to 1547
9.75
0.10 to 1627
4.90
0.76 to 35.24
3.44
0.28 to 36.63
2.70
0.25 to 28.50
2.01
0.32 to 12.49
1.87
0.28 to 12.42
1.86
0.17 to 15.80
1.89
0.14 to 23.36
1.82
0.26 to 13.27
1.12
0.04 to 19.06
1.11
0.44 to 2.40
EXEN_SC0.88
0.02 to 16.47
DANU_PO8.01
0.75 to 227
639
19.36 to 50720
150
3.83 to 13874
112
2.69 to 12494
85.83
2.43 to 9729
67.49
1.07 to 10357
39.03
2.83 to 1317
16.06
0.14 to 3309
13.31
0.95 to 456
13.63
0.81 to 528
13.25
0.18 to 1290
13.10
0.07 to 4138
12.57
0.09 to 3223
12.43
0.07 to 3646
5.45
0.45 to 178
3.82
0.20 to 158
3.08
0.16 to 127
2.22
0.20 to 67.45
2.10
0.17 to 65.96
2.02
0.12 to 77.34
2.12
0.10 to 106
2.02
0.16 to 70.21
1.21
0.03 to 66.67
1.24
0.07 to 46.37
1.14
0.06 to 46.03
DANU_PO

Heterogeneity, fit and convergence

Bayesian random effects (primary)

Heterogeneity (tau)
0.198 (95% CrI 0.036 to 0.824), log scale
Residual deviance
79.1 for 88 data points
DIC
126.7 (pD 47.6)
Largest R-hat
1.006
Smallest ESS
bulk 925, tail 977
Divergent transitions
0
Convergence
All criteria met
Priors
PR02 N(0, 5^2); PR05 N(0, 2.5^2); PR09 log normal(-3.23, 1.79^2) on tau^2 (Withdrawals/drop-outs, pharm vs pharm)

Inconsistency

Do trials comparing two treatments directly agree with the indirect evidence through other treatments?

No comparison here has both direct and indirect evidence, so inconsistency cannot be checked by node splitting.

Small study effects

A comparison adjusted funnel plot: each point is one trial comparison, centered on its own network estimate. Asymmetry can signal that small trials with unfavorable results are missing.

Fewer than ten trial comparisons, too few to judge funnel plot asymmetry.

Baseline characteristics of the trials

The baseline value of each effect modifier or prognostic factor that applies here, per trial: mean or percent over arms, weighted by the number randomized. A note under a value names a stand in (a median for a mean, 100 minus the male share, Asian subgroup rows, an all Asian site list); "not reported" means no source of the trial prints it.
Baseline effect modifiers and prognostic factors per trial
TrialSex (percent female)
effect modifier, prognostic factor; 41 of 43
Asian ancestry or region (percent Asian)
effect modifier, prognostic factor; 38 of 43
NCT00754988
S000027
44.918.82
PIONEER 4
S000133
4813.4
COMBINE 2
S000155
41.8727.65
STEP HFpEF DM
S000161
44.3312.31
NCT01476475
S000191
48.920.62
OUTSTAND-1
S000213
33.09100
NCT01001104
S000232
26.19100
region: all sites in Asia
PIONEER 10
S000234
25.74100
AWARD-7
S000237
47.693.01
NCT01584232
S000246
28.51100
SUSTAIN™ 3
S000329
44.53not reported
NCT01029886
S000352
45.4912
SUSTAIN 11
S000363
48.8619.55
NCT00976937
S000415
59.9
100 minus male share
0.6
SUSTAIN 9
S000483
41.7223.51
LIRA-PRIME
S000508
47.5514.6
NCT06589765
S000558
35.68100
region: all sites in Asia
GetGoal-Duo1
S000792
50.2219.5
NCT01558271
S000837
1998.98
SUSTAIN™1
S000878
45.6221.4
LIRA-Ramadan™
S000963
50.7545.14
NCT02200991
S001003
37.5
100 minus male share
100
region: all sites in Asia
LIRA-SWITCH™
S001119
40.5not reported
NCT05514535
S001161
44.199.61
SUSTAIN
S001311
42.585.03
NCT04552470
S001336
13.51100
GETGOAL-X
S001439
46.321.1
SUSTAIN™
S001498
28.47100
region: all sites in Asia
NCT05486065
S001555
48.691.49
SUSTAIN™ 5
S001872
43.8316.67
SUSTAIN™ 2
S001876
not reported25.1
LIRAFLAME
S001895
15.7not reported
AMPLITUDE-M
S002081
46.06not reported
Lixilan-L-CN
S002110
41.81
100 minus male share
100
region: all sites in Asia
NCT03311724
S002256
40.543.6
S002946
S002946
18.7
100 minus male share
100
region: all sites in Asia
S003041
S003041
28.57100
region: all sites in Asia
S003070
S003070
16.67100
region: all sites in Asia
S003071
S003071
34.35100
region: all sites in Asia
S003079
S003079
not reported100
region: all sites in Asia
S003108
S003108
50
100 minus male share
100
region: all sites in Asia
S003426
S003426
62.05100
region: all sites in Asia
S003442
S003442
100not reported

Comparability of the trials

Checked across designs (the set of treatments each trial compares) for eligibility, outcome definition and assessment, and the baseline factors above. Flags point to possible intransitivity; notes describe variation that is not tied to design.
  • FlagBaseline, Sex: design means range from 13.5 (DANU_PO vs PLACEBO) to 62.1 (SEMA_SC vs TIRZ_SC) percent female; threshold 15
  • FlagBaseline, Asian ancestry or region: design means range from 1.1 (EXEN_SC vs LIXI_SC) to 100.0 (DANU_PO vs PLACEBO) percent Asian; threshold 30
  • FlagEligibility, hba1c entry range: a design requires hba1c 9 or more while another admits only 8 or less
  • NoteOutcome assessment, time point: selected time points span 2 to 156 weeks
  • NoteOutcome assessment, analysis set: mixed: completers 1, modified_itt 2, other 2, randomized 4, safety 34
  • NoteOutcome assessment, definition: mixed: ADA severe hypoglycemia 1, gastrointestinal adverse events leading to treatment discontinuation 1, hypoglycemia adverse event, definition not stated 1, hypoglycemia requiring medical assistance 1, hypoglycemia requiring third party assistance 1, level 3 severe hypoglycemia 1, mild hypoglycemia, undefined 1, not stated 26, severe hypoglycemia 1, severe hypoglycemia by ADA classification 1, severe hypoglycemia needing assistance of another person 1, Severe symptomatic hypoglycemia 1, severe symptomatic hypoglycemia needing assistance 1, severe symptomatic needing assistance with glucose below 2.0 mmol/L or prompt recovery 1, severe, assistance of another person required 1, severe, needing assistance of another person 1, symptomatic hypoglycemia confirmed below 3.3 mmol/L 1, Zero implied by no hypoglycemia of any kind 1
  • NoteOutcome assessment, proportion method: mixed: not stated 41, observed 2
  • NoteOutcome assessment, intercurrent events (discontinuation): mixed: hypothetical 1, not stated 41, while_on_treatment 1
  • NoteOutcome assessment, intercurrent events (rescue): mixed: hypothetical 2, not stated 40, treatment_policy 1
  • NoteRisk of bias, blinding: mixed: double_blind 20, not_reported 1, open_label 19, single_blind 3
  • NoteRisk of bias, funding: mixed: industry 35, mixed 1, non_industry 5, not_reported 2
  • NoteData handling, input conversions: arms_combined 16, count_from_percent 2, printed_denominator 4
Comparability items per trial
Trialtime weeksanalysis setdefinitioninstrumentadjudicatedproportion methodintercurrent events (discontinuation)intercurrent events (rescue)blindingfundingstart yearEligibility
NCT00754988156safetyhypoglycemia adverse event, definition not statednot statednot statednot statednot statednot stateddouble_blindindustry2008age 18 to 75; HbA1c 7.0 to 10.0 percent; BMI 25 (23 Asian) to 45; metformin at least 1500 mg
PIONEER 452safetynot statednot statednot statednot statednot statednot stateddouble_blindindustry2016Age 18 or older; T2D on metformin with or without SGLT2i; HbA1c 7.0 to 9.5 percent; eGFR 60 or more
COMBINE 257safetynot statednot statednot statednot statednot statednot statedopen_labelindustry2022adults T2D on GLP-1 RA with or without oral drugs; HbA1c 7.0 to 10.0 percent
STEP HFpEF DM52safetynot statednot statednot statednot statednot statednot stateddouble_blindindustry2021age 18 or older; heart failure with LVEF 45% or more; BMI 30 or more; type 2 diabetes with HbA1c 10% or less
NCT0147647524safetySevere symptomatic hypoglycemianot statednot statednot statednot statednot statedopen_labelindustry2011Adults with T2D; HbA1c 7 to 10 percent on metformin at least 1.5 g/day; insulin naive
OUTSTAND-132safetynot statednot statednot statednot statednot statednot stateddouble_blindindustry2024age 18 to 75; HbA1c 7.0 to 10.0 percent; BMI 19.0 to 40.0; diet and exercise only
NCT0100110416safetynot statednot statednot statednot statednot statednot stateddouble_blindindustry2009Japanese T2D age 20 to 74; BMI 18.5 to 40; HbA1c 7.0 to 9.5 percent after lead in
PIONEER 1052safetynot statednot statednot statednot statedwhile_on_treatmenttreatment_policysingle_blindindustry2017Japanese adults 20 or older; T2D; HbA1c 7.0 to 10.5 percent on one oral glucose lowering drug
AWARD-752safetysevere hypoglycemia needing assistance of another personnot statednot statednot statedhypotheticalhypotheticalsingle_blindindustry2012adults with T2D and CKD stage 3 to 4 (eGFR 15 to below 60); HbA1c 7.5 to 10.5 percent on insulin; maximal ACEI or ARB; BMI 23 to 45
NCT0158423226safetysevere, needing assistance of another personnot statednot statednot statednot statedhypotheticalopen_labelindustry2012Japanese adults 20 years or older; BMI 18.5 to less than 35 kg/m2; HbA1c 7.0 to 10.0 percent; on sulfonylurea and/or biguanide
SUSTAIN™ 356safetynot statednot statednot statedobservednot statednot statedopen_labelindustry2013age 18 or older; T2D on stable 1 to 2 oral drugs; HbA1c 7.0 to 10.5 percent; eGFR 60 or more
NCT0102988626modified_ittnot statednot statednot statednot statednot statednot statedopen_labelindustry2010adults 18 or older with type 2 diabetes on oral agents, HbA1c 7.1 to 11.0 percent, BMI 45 or less
SUSTAIN 1152safetynot statednot statednot statednot statednot statednot statedopen_labelindustry2018adults; HbA1c above 7.5 to 10.0 percent on insulin glargine plus metformin
NCT0097693724safetysevere symptomatic hypoglycemia needing assistancenot statednot statednot statednot statednot stateddouble_blindindustry2009age 18 to under 50; BMI 30 or more; HbA1c 7.0 to 10 percent; metformin at least 1.5 g/day
SUSTAIN 936safetynot statednot statednot statednot statednot statednot stateddouble_blindindustry2017adults 18 or older (20 in Japan); HbA1c 7.0 to 10.5 percent; stable SGLT2i with or without metformin or SU
LIRA-PRIME105safetynot statednot statednot statednot statednot statednot statedopen_labelindustry2016adults; HbA1c 7.5 to 9.0 percent; stable metformin monotherapy
NCT0658976552safetynot statednot statednot statednot statednot statednot stateddouble_blindindustry2024age 18 to 75; HbA1c 7.5 to 11.0 percent; BMI 19 to 40; metformin monotherapy; eGFR 45 or more
GetGoal-Duo124safetysymptomatic hypoglycemia confirmed below 3.3 mmol/Lnot statednot statedobservednot statednot stateddouble_blindindustry2009T2D on metformin 1.5 g or more with or without SU, glinide or TZD, HbA1c 7 to 10, BMI over 20; HbA1c 7 to 9 after run in
NCT0155827152safetysevere, assistance of another person requirednot statednot statednot statednot statednot stateddouble_blindindustry2012Japanese; age 20 or more; BMI 18.5 to 35; HbA1c 7.0 to 10.0 percent; OAM naive or OAM stopped
SUSTAIN™135safetysevere hypoglycemia by ADA classificationnot statednot statednot statednot statednot stateddouble_blindindustry2014age 18 or older (20 in Japan); HbA1c 7.0 to 10.0 percent; drug naive on diet and exercise; eGFR 30 or more
LIRA-Ramadan™30safetynot statednot statednot statednot statednot statednot statedopen_labelindustry2014age 18 to 80; HbA1c 7 to 10 percent; BMI 20 or more; metformin plus sulfonylurea; intent to fast in Ramadan
NCT022009914.43safetynot statednot statednot statednot statednot statednot statedopen_labelindustry2014age 20 to 75; T2D 5 years or more; HbA1c 7.0 to 10.0; FBG 180 mg/dL or less; stable glargine
LIRA-SWITCH™27safetynot statednot statednot statednot statednot statednot stateddouble_blindindustry2013age 18 or more; HbA1c 7.5 to 9.5 percent; BMI 20 or more; on sitagliptin 100 mg and metformin for 90 days or more
NCT0551453545safetylevel 3 severe hypoglycemianot statednot statednot statednot statednot statedopen_labelindustry2022adults with T2D, BMI 25 or more, HbA1c 7 to 10 percent, basal insulin up to 40 U/day plus metformin with or without SGLT2i
SUSTAIN30safetynot statednot statednot statednot statednot statednot stateddouble_blindindustry2017Adults 18 or older, HbA1c 7.0 to 10.5 percent on metformin monotherapy, eGFR 60 or more
NCT0455247012safetynot statednot statednot statednot statednot statednot stateddouble_blindindustry2020Japanese adults 20 to 70, diet and exercise only, HbA1c 7 to 10.5 percent, BMI 22.5 to 45.4
GETGOAL-X24safetysevere symptomatic needing assistance with glucose below 2.0 mmol/L or prompt recoverynot statednot statednot statednot statednot statedopen_labelindustry2008age 21 to 84; HbA1c 7 to 10 percent; metformin at least 1.5 g/day
SUSTAIN™62safetygastrointestinal adverse events leading to treatment discontinuationnot statednot statednot statednot statednot statedopen_labelindustry2014Japanese adults 20 or older; HbA1c 7.0 to 10.5 percent; diet and exercise or OAD monotherapy; eGFR 30 or more
NCT0548606549safetynot statednot statednot statednot statednot statednot stateddouble_blindindustry2022age 18 to 64; HbA1c 7.0 to 10.5; BMI 27 or more; on metformin
SUSTAIN™ 535safetynot statednot statednot statednot statednot statednot stateddouble_blindindustry2014age 18 or older (20 in Japan); HbA1c 7.0 to 10.0 percent; stable basal insulin with or without metformin; eGFR 30 or more
SUSTAIN™ 256safetyADA severe hypoglycemianot statednot statednot statednot statednot stateddouble_blindindustry2013type 2 diabetes on metformin and or thiazolidinedione; HbA1c 7.0 to 10.5 percent
LIRAFLAME26othernot statednot statednot statednot statednot statednot stateddouble_blindmixed2017T2D; age above 50; HbA1c 48 mmol/mol or more; eGFR 30 or more
AMPLITUDE-M56safetynot statednot statednot statednot statednot statednot stateddouble_blindindustry2017type 2 diabetes on diet and exercise, HbA1c 7 to 10 percent, no glucose lowering drug in prior 3 months
Lixilan-L-CN30safetynot statednot statednot statednot statednot statednot statedopen_labelindustry2019Chinese adults; HbA1c 7.0 to 10.5 percent; basal insulin 10 to 25 U/day with up to 2 oral drugs; FPG at most 8.9 mmol/L
NCT0331172412modified_ittnot statednot statednot statednot statednot statednot stateddouble_blindindustry2017age 18 to 75; T2D at least 6 months; HbA1c 7.0 to 10.5%; BMI 23 to 45; diet or stable metformin
S00294626randomizedZero implied by no hypoglycemia of any kindnot statednot statednot statednot statednot statedopen_labelnot_reported2020age over 20; T2D on liraglutide 0.6 or 0.9 mg; no new diabetes drug for 3 months
S0030412randomizednot statednot statednot statednot statednot statednot statedopen_labelindustry2014Japanese; age 40 to 70; BMI below 30; HbA1c 6.0 to 8.5 percent
S0030702completerssevere hypoglycemianot statednot statednot statednot statednot statedopen_labelnot_reportednewly diagnosed hospitalized T2D; age 25 to 70; HbA1c 9 to 14 percent; BMI 25 to 35
S00307124randomizedhypoglycemia requiring third party assistancenot statednot statednot statednot statednot statedopen_labelnon_industry2010age 18 to under 80; HbA1c 6.9 to 9.4 percent NGSP; BMI 35 or less; on sulfonylurea
S0030795safetyhypoglycemia requiring medical assistancenot statednot statednot statednot statednot statedopen_labelnon_industry2010age 18 to 80, HbA1c 7.5 to 12 percent, BMI 21 to 35, T2D at least 6 months
S00310824randomizednot statednot statednot statednot statednot statednot statedsingle_blindnon_industry2012T2D with coronary artery disease; no severe heart failure; creatinine up to 150 umol/L
S00342624safetymild hypoglycemia, undefinednot statednot statednot statednot statednot statedopen_labelnon_industryadults with type 2 diabetes; HbA1c 6.5 to 8.0 percent; BMI 30 to 35; stable metformin and empagliflozin
S00344224othernot statednot statednot statednot statednot statednot statednot_reportednon_industry2019Women with T2D by ADA criteria; no weight loss drugs within 24 weeks

Trial data

What each trial contributes. Arm rows give the arm value with its standard error, or events over participants; contrast rows give the hazard ratio (from event counts) on the analysis scale (log) against the trial's first row. Flags mark converted, combined or approximated inputs.
Trial data entering this analysis
TrialArmTreatmentWeekDataValueSEEvents / NFlagsSource
NCT00754988A2+A3TASP_SC156arm, events73 / 388arms_combinedR0022521:Table 2
NCT00754988A4SITAGLIPTIN156arm, events3 / 185R0022521:Table 2
PIONEER 4A1SEMA_PO52arm, events22 / 285R0015836:Table 3
PIONEER 4A2LIRA_SC52arm, events17 / 284R0015836:Table 3
PIONEER 4A3PLACEBO52arm, events3 / 142R0015836:Table 3
COMBINE 2A1ICOSEMA_SC57arm, events3 / 342R0005851:Results
COMBINE 2A2SEMA_SC57arm, events2 / 341R0005851:Results
STEP HFpEF DMA1SEMA_SC52arm, events20 / 310R0020223:Table 3
STEP HFpEF DMA2PLACEBO52arm, events9 / 306R0020223:Table 3
NCT01476475A1IGLARLIXI_SC24arm, events2 / 161R0021236:p5
NCT01476475A2INS_GLARGINE24arm, events0 / 162R0021236:p5
OUTSTAND-1A1+A2+A3SAFIGL_PO32arm, events5 / 212arms_combinedR0011607:Table 3
OUTSTAND-1A4PLACEBO32arm, events0 / 72R0011607:Table 3
NCT01001104A1PLACEBO16arm, events0 / 37R0015000:Results
NCT01001104A2+A3+A4DULA_SC16arm, events0 / 108arms_combinedR0015000:Results
PIONEER 10A1+A2+A3SEMA_PO52arm, events11 / 393arms_combinedR0018421:Table 2
PIONEER 10A4DULA_SC52arm, events1 / 65R0018421:Table 2
AWARD-7A1INS_GLARGINE52arm, events0 / 194R0017387:Results
AWARD-7A2+A3DULA_SC52arm, events17 / 383arms_combinedR0017387:Results
NCT01584232A1DULA_SC26arm, events1 / 181R0016159:Results
NCT01584232A2INS_GLARGINE26arm, events0 / 180R0016159:Results
SUSTAIN™ 3A1SEMA_SC56arm, events24 / 406count_from_percentR0013158:Supplement Table S4
SUSTAIN™ 3A2EXENER_SC56arm, events12 / 407count_from_percentR0013158:Supplement Table S4
NCT01029886A1EXENER_SC26arm, events6 / 461R0011287:Table 3
NCT01029886A2LIRA_SC26arm, events18 / 451R0011287:Table 3
SUSTAIN 11A1SEMA_SC52arm, events15 / 874R0022346:Table 3
SUSTAIN 11A2INS_ASPART52arm, events0 / 874R0022346:Table 3
NCT00976937A1LIXI_SC24arm, events1 / 158R0012687:Table 2
NCT00976937A2SITAGLIPTIN24arm, events0 / 161R0012687:Table 2
SUSTAIN 9A1SEMA_SC36arm, events10 / 151R0021710:Table 2
SUSTAIN 9A2PLACEBO36arm, events0 / 151R0021710:Table 2
LIRA-PRIMEA1LIRA_SC105arm, events54 / 996R0022482:Supplement Table S7
LIRA-PRIMEA2OTHER_ACTIVE_investigator_choice_oral_drug105arm, events9 / 995R0022482:Supplement Table S7
NCT06589765A1+A2+A3SAFIGL_PO52arm, events20 / 608arms_combinedR0029347:Table 3
NCT06589765A4DAPAGLIFLOZIN52arm, events0 / 202R0029347:Table 3
GetGoal-Duo1A1PLACEBO24arm, events0 / 223R0026107:Results
GetGoal-Duo1A2LIXI_SC24arm, events10 / 223R0026107:Results
NCT01558271A1DULA_SC52arm, events1 / 281R0011754:Results
NCT01558271A2LIRA_SC52arm, events4 / 141R0011754:Results
SUSTAIN™1A1+A2SEMA_SC35arm, events9 / 259arms_combinedR0021710:Table 2
SUSTAIN™1A3PLACEBO35arm, events1 / 129R0021710:Table 2
LIRA-Ramadan™A1LIRA_SC30arm, events11 / 172R0025756:Supplement Table S2
LIRA-Ramadan™A2OTHER_ACTIVE_sulfonylurea30arm, events0 / 171R0025756:Supplement Table S2
NCT02200991A1LIXI_SC4.43arm, events2 / 69R0024589:Results
NCT02200991A2SITAGLIPTIN4.43arm, events0 / 67R0024589:Results
LIRA-SWITCH™A1LIRA_SC27arm, events9 / 203R0025720:Results
LIRA-SWITCH™A2SITAGLIPTIN27arm, events0 / 204R0025720:Results
NCT05514535A1SEMA_SC45arm, events4 / 288R0015842:Table 2
NCT05514535A2INS_GLARGINE45arm, events0 / 285R0015842:Table 2
SUSTAINA1+A2SEMA_SC30arm, events31 / 578arms_combinedR0014802:Table 3
SUSTAINA3SITAGLIPTIN30arm, events1 / 290R0014802:Table 3
NCT04552470A1PLACEBO12arm, events0 / 9R0004540:Results
NCT04552470A2+A3+A4DANU_PO12arm, events6 / 28arms_combinedR0004540:Results
GETGOAL-XA1LIXI_SC24arm, events20 / 320R0022279:Results
GETGOAL-XA2EXEN_SC24arm, events24 / 319R0022279:Results
SUSTAIN™A1+A2SEMA_SC62arm, events25 / 480arms_combinedR0025024:Figure 1
SUSTAIN™A3OTHER_ACTIVE_additional_OAD62arm, events0 / 121R0025024:Figure 1
NCT05486065A1+A2+A3SEMA_SC49arm, events21 / 185arms_combinedR0005510:Supplement Table 5
NCT05486065A4PLACEBO49arm, events0 / 60R0005510:Supplement Table 5
SUSTAIN™ 5A1+A2SEMA_SC35arm, events9 / 264arms_combinedR0021710:Table 2
SUSTAIN™ 5A3PLACEBO35arm, events0 / 133R0021710:Table 2
SUSTAIN™ 2A1+A2SEMA_SC56arm, events58 / 818printed_denominator;arms_combinedR0021710:Table 2
SUSTAIN™ 2A3SITAGLIPTIN56arm, events3 / 407printed_denominatorR0021710:Table 2
LIRAFLAMEA1LIRA_SC26arm, events7 / 51R0010519:Results
LIRAFLAMEA2PLACEBO26arm, events0 / 51R0010519:Results
AMPLITUDE-MA1+A2+A3EFPE_SC56arm, events24 / 304arms_combinedR0007136:Table 2
AMPLITUDE-MA4PLACEBO56arm, events2 / 102R0007136:Table 2
Lixilan-L-CNA1IGLARLIXI_SC30arm, events2 / 212R0014540:Results
Lixilan-L-CNA2INS_GLARGINE30arm, events0 / 214R0014540:Results
NCT03311724A1PLACEBO12arm, events0 / 26R0010282:Results
NCT03311724A2+A3+A4TIRZ_SC12arm, events2 / 85arms_combinedR0010282:Results
S002946A1SEMA_SC26arm, events1 / 16R0006360:Supplement Table S2
S002946A2DULA_SC26arm, events0 / 16R0006360:Supplement Table S2
S003041A1LINAGLIPTIN2arm, events0 / 18R0020035:Supplement Figure S1
S003041A2LIRA_SC2arm, events0 / 17R0020035:Supplement Figure S1
S003070A1STANDARD_CARE2arm, events0 / 30R0024678:p5
S003070A2LIRA_SC2arm, events0 / 30R0024678:p5
S003071A1LIRA_SC24arm, events0 / 50R0023696:Results
S003071A2SITAGLIPTIN24arm, events0 / 49R0023696:Results
S003079A1EXEN_SC5arm, events0 / 18R0025923:Results
S003079A2STANDARD_CARE5arm, events0 / 18R0025923:Results
S003108A1+A3LIRA_SC24arm, events0 / 60arms_combinedR0025278:Figure 1
S003108A2METFORMIN24arm, events0 / 30R0025278:Figure 1
S003108A4LIRAMETF_SC24arm, events0 / 30R0025278:Figure 1
S003426A1SEMA_SC24arm, events3 / 38R0040396:Table 3
S003426A2TIRZ_SC24arm, events2 / 41R0040396:Table 3
S003442A1DULA_SC24arm, events0 / 48printed_denominatorR0016372:Results
S003442A2LIRA_SC24arm, events0 / 48printed_denominatorR0016372:Results

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