| Literature DB >> 31958306 |
Jeff Yufeng Yang1, Tiansheng Wang2, Virginia Pate2, John B Buse3, Til Stürmer2.
Abstract
BACKGROUND: Sodium-glucose cotransporter-2 inhibitors (SGLT2i) have been associated with increased occurrence of Fournier's gangrene (FG), a rare but serious form of necrotizing fasciitis, leading to a warning from the Food and Drug Administration. Real-world evidence on FG is needed to validate this warning.Entities:
Keywords: analytic methods; claims database analysis; epidemiology; sodium glucose cotransporter
Year: 2020 PMID: 31958306 PMCID: PMC7039596 DOI: 10.1136/bmjdrc-2019-000985
Source DB: PubMed Journal: BMJ Open Diabetes Res Care ISSN: 2052-4897
Key baseline characteristics of eligible initiators of SGLT2i, compared with initiators of DPP4i and non-SGLT2i antihyperglycemic medications, before and after implementation of SMR weighting* (365-day washout period)
| Characteristics | SGLT2i vs DPP4i | SGLT2i vs non-SGLT2i | ||||
| SGLT2i initiators | DPP4i initiators | Weighted DPP4i initiators | SGLT2i initiators | Non-SGLT2i initiators | Weighted non- SGLT2i initiators | |
| Age, mean (SD) | 52.2 (8.3) | 52.9 (8.2) | 52.2 (8.3) | 51.3 (8.6) | 49.8 (10.3) | 51.3 (8.6) |
| Male | 50 018 (53.7) | 66 025 (55.7) | 48 811 (51.7) | 16 870 (51.3) | 135 938 (49.9) | 16 945 (51.4) |
| Diabetes comorbidities | ||||||
| Nephropathy | 4422 (4.7) | 5298 (4.5) | 4485 (4.8) | 748 (2.3) | 8052 (3.0) | 748 (2.3) |
| Neuropathy | 9197 (9.9) | 8156 (6.9) | 9460 (10.0) | 1604 (4.9) | 13 028 (4.8) | 1609 (4.9) |
| Retinopathy | 6895 (7.4) | 6265 (5.3) | 6724 (7.1) | 1186 (3.6) | 9274 (3.4) | 1185 (3.6) |
| Peripheral vascular disease | 1387 (1.5) | 1978 (1.7) | 1412 (1.5) | 359 (1.1) | 3452 (1.3) | 361 (1.1) |
| General health comorbidities | ||||||
| Obesity | 25 256 (27.1) | 24 921 (21.0) | 26 087 (27.7) | 8411 (25.6) | 60 653 (22.3) | 8461 (25.7) |
| Alcohol abuse | 693 (0.7) | 1075 (0.9) | 701 (0.7) | 254 (0.8) | 3526 (1.3) | 255 (0.8) |
| COPD | 10 374 (11.1) | 13 484 (11.4) | 10 791 (11.4) | 3795 (11.5) | 31 138 (11.4) | 3812 (11.6) |
| Liver disease | 633 (0.7) | 897 (0.8) | 655 (0.7) | 165 (0.5) | 2328 (0.9) | 165 (0.5) |
| Renal disease | 3218 (3.5) | 6824 (5.8) | 3381 (3.6) | 650 (2.0) | 12 481 (4.6) | 646 (2.0) |
| Chronic kidney disease | 2642 (2.8) | 5991 (5.1) | 2787 (3.0) | 553 (1.7) | 10 874 (4.0) | 550 (1.7) |
| History of cancer | 4217 (4.5) | 6316 (5.3) | 4302 (4.6) | 1422 (4.3) | 13 479 (4.9) | 1421 (4.3) |
| Hypertension | 66 737 (71.6) | 81 683 (68.9) | 67 919 (72.0) | 21 880 (66.6) | 164 202 (60.3) | 21 966 (66.7) |
| Congestive heart failure | 2383 (2.6) | 3889 (3.3) | 2381 (2.5) | 604 (1.8) | 8546 (3.1) | 603 (1.8) |
| Acute myocardial infarction | 1572 (1.7) | 2343 (2.0) | 1551 (1.6) | 410 (1.2) | 5296 (1.9) | 412 (1.2) |
| Cerebrovascular disease | 3226 (3.5) | 4747 (4.0) | 3181 (3.4) | 899 (2.7) | 9959 (3.7) | 894 (2.7) |
| Depression | 9996 (10.7) | 11 560 (9.8) | 10 569 (11.2) | 3432 (10.4) | 28 693 (10.5) | 3453 (10.5) |
| Smoking | 4739 (5.1) | 6739 (5.7) | 4845 (5.1) | 1619 (4.9) | 17 018 (6.2) | 1623 (4.9) |
| Dyslipidemia | 67 685 (72.6) | 79 944 (67.5) | 68 433 (72.6) | 21 698 (66.0) | 148 508 (54.5) | 21 817 (66.2) |
| Ischemic heart disease | 9358 (10.0) | 11 794 (10.0) | 9364 (9.9) | 2533 (7.7) | 22 318 (8.2) | 2543 (7.7) |
| Prior medication use | ||||||
| Statins | 58 728 (63.0) | 71 108 (60.0) | 58 907 (62.5) | 17 497 (53.2) | 124 490 (45.7) | 17 593 (53.4) |
| ACEI | 41 685 (44.7) | 52 489 (44.3) | 42 320 (44.9) | 12 321 (37.5) | 98 889 (36.3) | 12 367 (37.5) |
| Angiotensin receptor blockers | 25 726 (27.6) | 30 146 (25.4) | 26 040 (27.6) | 8275 (25.2) | 52 913 (19.4) | 8332 (25.3) |
| Beta blockers | 27 084 (29.1) | 34 111 (28.8) | 27 583 (29.2) | 8697 (26.5) | 78 305 (28.7) | 8679 (26.3) |
| Calcium channel blockers | 18 391 (19.7) | 24 437 (20.6) | 18 564 (19.7) | 5869 (17.9) | 48 854 (17.9) | 5876 (17.8) |
| Loop diuretics | 6203 (6.7) | 7763 (6.6) | 6584 (7.0) | 1645 (5.0) | 15 660 (5.7) | 1643 (5.0) |
| Non-loop diuretics | 31 322 (33.6) | 38 517 (32.5) | 32 105 (34.0) | 10 608 (32.3) | 77 330 (28.4) | 10 650 (32.3) |
| Aspirin | 5146 (5.5) | 5691 (4.8) | 5412 (5.7) | 1092 (3.3) | 11 438 (4.2) | 1089 (3.3) |
| Glucocorticoids | 16 867 (18.1) | 21 037 (17.8) | 17 186 (18.2) | 6664 (20.3) | 51 214 (18.8) | 6690 (20.3) |
| Metformin | 74 749 (80.2) | 101 535 (85.7) | 74 988 (79.5) | 25 985 (79.1) | 185 703 (68.2) | 26 133 (79.3) |
| Sulfonylureas | 30 026 (32.2) | 40 174 (33.9) | 30 929 (32.8) | – | – | – |
| GLP-1 receptor agonist | 23 321 (25.0) | 6122 (5.2) | 24 966 (26.5) | – | – | – |
| Thiazolidinediones | 7717 (8.3) | 8059 (6.8) | 8278 (8.8) | – | – | – |
| Insulin (long-acting) | 26 276 (28.2) | 14 893 (12.6) | 27 593 (29.3) | – | – | – |
| Measures of healthcare utilization in the year prior to index date | ||||||
| Number of HbA1c tests in the past year | ||||||
| 0 | 7355 (7.9) | 12 730 (10.7) | 7429 (7.9) | 3176 (9.7) | 57 820 (21.2) | 3717 (11.3) |
| 1 | 19 992 (21.5) | 31 750 (26.8) | 20 222 (21.4) | 9902 (30.1) | 89 693 (32.9) | 9199 (27.9) |
| 2 | 27 039 (29.0) | 34 897 (29.5) | 27 504 (29.2) | 9993 (30.4) | 67 450 (24.8) | 9636 (29.3) |
| 3 | 38 811 (41.6) | 39 097 (33.0) | 39 168 (41.5) | 9797 (29.8) | 57 498 (21.1) | 10 390 (31.5) |
| Influenza shot received in the past year | 29 985 (32.2) | 36 648 (30.9) | 30 500 (32.3) | 9754 (29.7) | 77 115 (28.3) | 9779 (29.7) |
| Number of hospitalizations | ||||||
| 0 | 86 515 (92.8) | 107 154 (90.4) | 87 356 (92.6) | 31 113 (94.7) | 237 877 (87.3) | 31 201 (94.7) |
| 1 | 5540 (5.9) | 8822 (7.4) | 5791 (6.1) | 1507 (4.6) | 27 291 (10.0) | 1497 (4.5) |
| 2 | 850 (0.9) | 1694 (1.4) | 876 (0.9) | 189 (0.6) | 4858 (1.8) | 183 (0.6) |
| ≥3 | 292 (0.3) | 804 (0.7) | 299 (0.3) | 59 (0.2) | 2435 (0.9) | 62 (0.2) |
| Number of emergency department visits | ||||||
| 0 | 74 332 (79.8) | 92 328 (77.9) | 74 773 (79.3) | 26 767 (81.4) | 203 129 (74.6) | 26 847 (81.5) |
| 1 | 12 886 (13.8) | 17 430 (14.7) | 13 138 (13.9) | 4333 (13.2) | 45 534 (16.7) | 4325 (13.1) |
| ≥2 | 5979 (6.4) | 8716 (7.4) | 6411 (6.8) | 1768 (5.4) | 23 798 (8.7) | 1770 (5.4) |
| Number of physician encounters | ||||||
| 0 | 322 (0.3) | 671 (0.6) | 329 (0.3) | 154 (0.5) | 2703 (1.0) | 153 (0.5) |
| 1–3 | 6798 (7.3) | 12 176 (10.3) | 6747 (7.2) | 3269 (9.9) | 38 247 (14.0) | 3263 (9.9) |
| 4–6 | 15 455 (16.6) | 22 137 (18.7) | 15 477 (16.4) | 6250 (19.0) | 51 111 (18.8) | 6267 (19.0) |
| ≥7 | 70 622 (75.8) | 83 490 (70.5) | 71 770 (76.1) | 23 195 (70.6) | 180 400 (66.2) | 23 259 (70.6) |
*Weighted by standardizing the comparator drug initiators to the population of SGLT2i initiators, using the propensity score odds (PS/(1−PS)), to estimate the average treatment effect in the treated (ATT).
†The number of eligible SGLT2i initiators is different between comparisons due to the washout period exclusion used to define new use of the study drugs in each pairwise comparison. For the SGLT2i vs DPP4i comparison, we exclude patients who were prevalent users of either drug at baseline. For the SGLT2i vs non- SGLT2i comparison, we exclude patients who were prevalent users of any antidiabetic drug at baseline, which results in a much greater number of patients being excluded at baseline. For example, an SGLT2i initiator who receives sulfonylurea during the baseline period is included in the SGLT2i vs DPP4i comparison, but not in the SGLT2i vs non- SGLT2i comparison. Therefore, the SGLT2i vs DPP4i comparison cohort is not a strict subset of the SGLT2i vs non-SGLT2i comparison cohort. This approach is common and seeks to emulate the drug initiation protocol in a randomized trial.
ACEI, ACE inhibitor; COPD, chronic obstructive pulmonary disease; DPP4i, dipeptidyl peptidase-4 inhibitors; GLP, glucagon-like peptide; HbA1c, hemoglobin A1c; SGLT2i, sodium-glucose cotransporter-2 inhibitors; SMR, standardized mortality ratio.
Figure 1Crude and adjusted HR (aHR) estimates for Fournier’s gangrene for initiation of sodium-glucose cotransporter-2 inhibitors (SGLT2i) compared with initiation of dipeptidyl peptidase-4 inhibitor (DPP4i) (A) and all other non-SGLT2i antihyperglycemic medications (B), 365-day washout period, as-treated analysis. Key to outcome definitions: Def1: Diagnosis list 1 (any setting)*; Def2: Diagnosis list 1 (inpatient only); Def3: Diagnosis list 2 (any setting)†; Def4: Diagnosis list 2 (inpatient only); Def5: Diagnosis list 3 (any setting)‡; Def6: Diagnosis list 3 (inpatient only); Def7: Diagnosis list 1 (inpatient only), plus either systemic antibiotics, debridement, or surgery within 7 days; Def8: Diagnosis list 1 (inpatient only), plus systemic antibiotics and debridement and surgery within 7 days; Def9: Diagnosis list 2 (inpatient only), plus either systemic antibiotics, debridement, or surgery within 7 days; Def10: Diagnosis list 2 (inpatient only), plus systemic antibiotics and debridement and surgery within 7 days; Def11: Diagnosis list 3 (inpatient only), plus either systemic antibiotics, debridement, or surgery within 7 days; Def12: Diagnosis list 3 (inpatient only), plus systemic antibiotics and debridement and surgery within 7 days; Def13: Diagnosis list 1 (inpatient only), plus systemic antibiotics and either debridement or surgery within 7 days; Def14: Diagnosis list 2 (inpatient only), plus systemic antibiotics and either debridement or surgery within 7 days; Def15: Diagnosis list 3 (inpatient only), plus systemic antibiotics and either debridement or surgery within 7 days; Def16: Diagnosis list 1 (inpatient only), plus either debridement or surgery within 7 days; Def17: Diagnosis list 2 (inpatient only), plus either debridement or surgery within 7 days; Def18: Diagnosis list 3 (inpatient only), plus either debridement or surgery within 7 days. *Diagnosis list 1: 608.83, N49.3; †Diagnosis list 2: 608.83, N49.3, 785.4, 616.3, 616.4, N75.1, N76.4, I96; ‡Diagnosis list 3: 608.83, 608.4, N49.3, N50.1, 785.4, 616.3, 616.4, N75.1, N76.4, I96. Outcome definitions 8, 10, and 12 yielded 0 observed outcomes and are not shown in Figure.