Introduction
Methods
Data source
Study population
Outcome analysis
Statistical analysis
Results
Study population
Before PSM | After PSM | |||
---|---|---|---|---|
SGLT2i + insulin | Control | SGLT2i + insulin | Control | |
Total number of participants | 174,484 | 1,895,554 | 154,538 | 154,538 |
Demographics | ||||
Age at index | 64.1±12.4 | 64.0±14.5 | 63.9±12.5 | 64.1±12.8 |
Female | 68,120 (39.0) | 894,244 (47.2) | 60,343 (39.0) | 60,227 (39.0) |
Male | 102,253 (58.6) | 974,171 (51.4) | 90,484 (58.6) | 90,716 (58.7) |
BMI≤30 kg/m2 | 33,321 (19.1) | 225,662 (11.9) | 28,159 (18.2) | 27,169 (17.6) |
BMI>30 kg/m2 | 39,758 (22.8) | 253,637 (13.4) | 33,431 (21.6) | 33,020 (21.4) |
Diagnosis | ||||
Ischaemic heart diseases | 71,866 (41.2) | 369,872 (19.5) | 60,338 (39.0) | 60,437 (39.1) |
Kidney complications | 37,989 (21.8) | 143,147 (7.6) | 29,314 (19.0) | 28,496 (18.4) |
Unspecified diabetic retinopathy | 6437 (3.7) | 24,909 (1.3) | 4245 (2.7) | 3875 (2.5) |
Mild nonproliferative diabetic retinopathy | 4540 (2.6) | 11,805 (0.6) | 3160 (2.0) | 2847 (1.8) |
Moderate nonproliferative diabetic retinopathy | 1668 (1.0) | 3646 (0.2) | 1046 (0.7) | 895 (0.6) |
Severe nonproliferative diabetic retinopathy | 682 (0.4) | 1672 (0.1) | 412 (0.3) | 369 (0.2) |
Proliferative diabetic retinopathy | 2237 (1.3) | 8817 (0.5) | 1526 (1.0) | 1426 (0.9) |
Diabetic neuropathy, unspecified | 12,438 (7.1) | 0 | 0 | 0 |
Diabetic mononeuropathy | 444 (0.3) | 0 | 91 (0.1) | 0 |
Diabetic polyneuropathy | 11,083 (6.4) | 0 | 10 (0) | 0 |
Diabetic autonomic (poly)neuropathy | 2071 (1.2) | 4848 (0.3) | 1077 (0.7) | 865 (0.6) |
Essential hypertension | 125,116 (71.7) | 858,232 (45.3) | 107,373 (69.5) | 97,361 (63.0) |
Medication | ||||
Pioglitazone | 11,663 (6.7) | 35,593 (1.9) | 9769 (6.3) | 10,729 (6.9) |
Lipid modifying agents | 127,358 (73.0) | 541,987 (28.6) | 109,937 (71.1) | 72,219 (46.7) |
Antilipemic agents | 127,548 (73.1) | 541,606 (28.6) | 110,114 (71.3) | 72,210 (46.7) |
ACE inhibitors | 76,511 (43.8) | 335,634 (17.7) | 64,898 (42.0) | 47,811 (30.9) |
Angiotensin II inhibitors | 62,705 (35.9) | 203,240 (10.7) | 54,141 (35.0) | 26,952 (17.4) |
Metformin | 99,478 (57.0) | 363,083 (19.2) | 86,018 (55.7) | 51,427 (33.3) |
Laboratory | ||||
HbA1c≤53 mmol/mola | 74,393 (42.6) | 451,360 (23.8) | 63,818 (41.3) | 64,912 (42.0) |
HbA1c>53 mmol/mola | 97,575 (55.9) | 330,006 (17.4) | 82,300 (53.3) | 83,364 (53.9) |
eGFR>90 ml/min per 1.73m2 | 81,495 (46.7) | 492,441 (26.0) | 70,374 (45.5) | 69,586 (45.0) |
eGFR 60–90 ml/min per 1.73m2 | 110,890 (63.6) | 683,710 (36.1) | 95,289 (61.7) | 95,187 (61.6) |
eGFR 45–60 ml/min per 1.73m2 | 72,015 (41.3) | 400,018 (21.1) | 60,044 (38.9) | 59,963 (38.8) |
eGFR 30–45 ml/min per 1.73m2 | 45,862 (26.3) | 250,958 (13.2) | 37,265 (24.1) | 37,097 (24.0) |
eGFR 0–30 ml/min per 1.73m2 | 28,351 (16.2) | 201,887 (10.7) | 22,885 (14.8) | 21,731 (14.1) |
Before PSM | After PSM | |||
---|---|---|---|---|
GLP1-ra + insulin | Control | GLP1-ra + insulin | Control | |
Total number of participants | 206,387 | 1,895,554 | 183,091 | 183,091 |
Demographics | ||||
Age at index | 58.6±13.2 | 64.0±14.5 | 58.3±13.4 | 58.3±13.9 |
Female | 115,053 (55.7) | 894,244 (47.2) | 102,349 (55.9) | 102,928 (56.2) |
Male | 86,748 (42.0) | 974,171 (51.4) | 76,433 (41.7) | 75,969 (41.5) |
BMI≤30 kg/m2 | 24,563 (11.9) | 225,662 (11.9) | 20,872 (11.4) | 19,411 (10.6) |
BMI>30 kg/m2 | 53,222 (25.8) | 253,637 (13.4) | 45,792 (25.0) | 44,936 (24.5) |
Diagnosis | ||||
Ischaemic heart diseases | 45,127 (21.9) | 369,872 (19.5) | 36,441 (19.9) | 35,984 (19.7) |
Kidney complications | 32,888 (15.9) | 143,147 (7.6) | 24,221 (13.2) | 23,159 (12.6) |
Unspecified diabetic retinopathy | 8714 (4.2) | 24,909 (1.3) | 5687 (3.1) | 5276 (2.9) |
Mild nonproliferative diabetic retinopathy | 6207 (3.0) | 11,805 (0.6) | 4142 (2.3) | 3751 (2.0) |
Moderate nonproliferative diabetic retinopathy | 2176 (1.1) | 3646 (0.2) | 1312 (0.7) | 1179 (0.6) |
Severe nonproliferative diabetic retinopathy | 829 (0.4) | 1672 (0.1) | 494 (0.3) | 414 (0.2) |
Proliferative diabetic retinopathy | 2734 (1.3) | 8817 (0.5) | 1766 (1.0) | 1558 (0.9) |
Diabetic neuropathy, unspecified | 14,405 (7.0) | 0 | 0 | 0 |
Diabetic mononeuropathy | 588 (0.3) | 0 | 27 (0.0) | 0 |
Diabetic polyneuropathy | 13,438 (6.5) | 0 | 0 | 0 |
Diabetic autonomic (poly)neuropathy | 2245 (1.1) | 4848 (0.3) | 1143 (0.6) | 864 (0.5) |
Essential hypertension | 138,757 (67.2) | 858,232 (45.3) | 118,230 (64.6) | 100,827 (55.1) |
Medication | ||||
Pioglitazone | 14,235 (6.9) | 35,593 (1.9) | 12,020 (6.6) | 12,821 (7.0) |
Lipid modifying agents | 132,519 (64.2) | 541,987 (28.6) | 113,370 (61.9) | 70,208 (38.3) |
Antilipemic agents | 132,781 (64.3) | 541,606 (28.6) | 113,611 (62.1) | 70,104 (38.3) |
ACE inhibitors | 83,971 (40.7) | 335,634 (17.7) | 71,030 (38.8) | 48,936 (26.7) |
Angiotensin II inhibitors | 55,393 (26.8) | 203,240 (10.7) | 47,464 (25.9) | 26,118 (14.3) |
Metformin | 124,688 (60.4) | 363,083 (19.2) | 108,643 (59.3) | 62,840 (34.3) |
Laboratory | ||||
HbA1c≤53 mmol/mola | 86,923 (42.1) | 451,360 (23.8) | 75,189 (41.1) | 75,648 (41.3) |
HbA1c>53 mmol/mola | 118,403 (57.4) | 330,006 (17.4) | 100,269 (54.8) | 100,795 (55.1) |
eGFR>90 ml/min per 1.73m2 | 96,567 (46.8) | 492,441 (26.0) | 83,859 (45.8) | 82,828 (45.2) |
eGFR 60–90 ml/min per 1.73m2 | 116,525 (56.5) | 683,710 (36.1) | 99,712 (54.5) | 99,214 (54.2) |
eGFR 45–60 ml/min per 1.73m2 | 64,507 (31.3) | 400,018 (21.1) | 52,898 (28.9) | 52,386 (28.6) |
eGFR 30–45 ml/min per 1.73m2 | 38,174 (18.5) | 250,958 (13.2) | 30,350 (16.6) | 29,690 (16.2) |
eGFR 0–30 ml/min per 1.73m2 | 26,219 (12.7) | 201,887 (10.7) | 20,700 (11.3) | 19,444 (10.6) |
Before PSM | After PSM | |||
---|---|---|---|---|
GLP1-ra | SGLT2i | GLP1-ra | SGLT2i | |
Total number of participants | 206,387 | 174,484 | 139,117 | 139,117 |
Demographics | ||||
Age at index | 58.6±13.2 | 64.1±12.4 | 62.1±11.9 | 62.1±12.3 |
Female | 115,053 (55.7) | 68,120 (39.0) | 61,948 (44.5) | 62,776 (45.1) |
Male | 86,748 (42.0) | 102,253 (58.6) | 73,946 (53.2) | 73,099 (52.5) |
BMI≤30 kg/m2 | 24,563 (11.9) | 33,321 (19.1) | 20,472 (14.7) | 20,640 (14.8) |
BMI>30 kg/m2 | 53,222 (25.8) | 39,758 (22.8) | 32,907 (23.7) | 32,522 (23.4) |
Diagnosis | ||||
Ischaemic heart diseases | 45,127 (21.9) | 71,866 (41.2) | 42,219 (30.3) | 42,607 (30.6) |
Kidney complications | 32,888 (15.9) | 37,989 (21.8) | 25,999 (18.7) | 26,221 (18.8) |
Unspecified diabetic retinopathy | 8714 (4.2) | 6437 (3.7) | 5361 (3.9) | 5564 (4.0) |
Mild nonproliferative diabetic retinopathy | 6207 (3.0) | 4540 (2.6) | 3780 (2.7) | 3944 (2.8) |
Moderate nonproliferative diabetic retinopathy | 2176 (1.1) | 1668 (1.0) | 1363 (1.0) | 1449 (1.0) |
Severe nonproliferative diabetic retinopathy | 829 (0.4) | 682 (0.4) | 546 (0.4) | 593 (0.4) |
Proliferative diabetic retinopathy | 2734 (1.3) | 2237(1.3) | 1836 (1.3) | 1920 (1.4) |
Diabetic neuropathy, unspecified | 14,405 (7.0) | 12,438 (7.1) | 9740 (7.0) | 9951 (7.2) |
Diabetic mononeuropathy | 588 (0.3) | 444 (0.3) | 351 (0.3) | 375 (0.3) |
Diabetic polyneuropathy | 13,438 (6.5) | 11,083 (6.4) | 8861 (6.4) | 9087 (6.5) |
Diabetic autonomic (poly)neuropathy | 2245 (1.1) | 2071 (1.2) | 1616 (1.2) | 1600 (1.2) |
Essential hypertension | 138,757 (67.2) | 125,116 (71.7) | 97,906 (70.4) | 95,733 (68.8) |
Medication | ||||
Pioglitazone | 14,235 (6.9) | 11,663 (6.7) | 9800 (7.0) | 9673 (7.0) |
Lipid modifying agents | 132,519 (64.2) | 127,358 (73.0) | 95,161 (68.4) | 97,122 (69.8) |
Antilipemic agents | 132,781 (64.3) | 127,548 (73.1) | 95,365 (68.6) | 97,286 (69.9) |
ACE inhibitors | 83,971 (40.7) | 76,511 (43.8) | 58,983 (42.4) | 58,516 (42.1) |
Angiotensin II inhibitors | 55,393 (26.8) | 62,705 (35.9) | 40,117 (28.8) | 46,639 (33.5) |
Metformin | 124,688 (60.4) | 99,478 (57.0) | 82,062 (59.0) | 80,354 (57.8) |
Laboratory | ||||
HbA1c≤53 mmol/mola | 86,923 (42.1) | 74,393 (42.6) | 54,734 (39.3) | 56,951 (40.9) |
HbA1c>53 mmol/mola | 118,403 (57.4) | 97,575 (55.9) | 78,710 (56.6) | 78,807 (56.6) |
eGFR>90 ml/min per 1.73m2 | 96,567 (46.8) | 81,495 (46.7) | 62,392 (44.8) | 63,577 (45.7) |
eGFR 60–90 ml/min per 1.73m2 | 116,525 (56.5) | 110,890 (63.6) | 81,530 (58.6) | 83,307 (59.9) |
eGFR 45–60 ml/min per 1.73m2 | 64,507 (31.3) | 72,015 (41.3) | 49,994 (35.9) | 50,480 (36.3) |
eGFR 30–45 ml/min per 1.73m2 | 38,174 (18.5) | 45,862 (26.3) | 31,009 (22.3) | 31,176 (22.4) |
eGFR 0–30 ml/min per 1.73m2 | 26,219 (12.7) | 28,351 (16.2) | 20,024 (14.4) | 20,082 (14.4) |