| Literature DB >> 35132815 |
Kyoung Hwa Ha1, Dae Jung Kim1, Yong Jun Choi1.
Abstract
AIMS/Entities:
Keywords: Fracture; Sodium-glucose cotransporter 2 inhibitors; Type 2 diabetes mellitus
Mesh:
Substances:
Year: 2022 PMID: 35132815 PMCID: PMC9153829 DOI: 10.1111/jdi.13768
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 3.681
Baseline characteristics of people with type 2 diabetes before and after propensity score matching
| Before PSM | After PSM | |||||
|---|---|---|---|---|---|---|
| SGLT2i ( | DPP‐4i ( | Standardized difference | SGLT2i ( | DPP‐4i ( | Standardized difference | |
| Mean age, years (SD) | 54.6 (12.4) | 62.0 (12.8) | 58.6 | 54.8 (12.3) | 54.8 (12.3) | 0.0 |
| Women | 17,595 (41.3) | 188,317 (43.2) | 3.8 | 17,409 (41.2) | 17,409 (41.2) | 0.0 |
| Index year | ||||||
| 2016 | 9,084 (21.3) | 127,485 (29.2) | 21.1 | 9,047 (21.4) | 8,851 (21.0) | 0.0 |
| 2017 | 18,288 (42.9) | 185,176 (42.4) | 18,167 (43.0) | 18,190 (43.1) | ||
| 2018 | 15,216 (35.7) | 123,577 (28.3) | 15,016 (35.6) | 15,189 (36.0) | ||
| Household income | ||||||
| Low | 9,917 (23.3) | 102,806 (23.6) | 3.1 | 9,823 (23.3) | 9,885 (23.4) | 0.9 |
| Intermediate | 14,892 (35.0) | 143,867 (33.0) | 14,763 (35.0) | 14,782 (35.0) | ||
| High | 16,033 (37.6) | 164,803 (37.8) | 15,904 (37.7) | 15,783 (37.4) | ||
| Missing | 1,746 (4.1) | 24,762 (5.7) | 1,740 (4.1) | 1,780 (4.2) | ||
| Drugs | ||||||
| Metformin | 29,911 (70.2) | 228,203 (52.3) | 37.4 | 29,599 (70.1) | 29,996 (71.0) | 2.1 |
| Sulfonylureas | 11,534 (27.1) | 141,412 (32.4) | 11.7 | 11,501 (27.2) | 11,639 (27.6) | 0.7 |
| GLP‐1 RA | 13 (0.0) | 42 (0.0) | 1.5 | 11 (0.0) | 13 (0.0) | 0.3 |
| Thiazolidinediones | 1,816 (4.3) | 22,346 (5.1) | 4.1 | 1,809 (4.3) | 1,790 (4.2) | 0.2 |
| Meglitinides | 119 (0.3) | 1,851 (0.4) | 2.4 | 118 (0.3) | 136 (0.3) | 0.8 |
| Insulin | 3,217 (7.6) | 38,543 (8.8) | 4.7 | 3,141 (7.4) | 3,024 (7.2) | 1.1 |
| Alpha‐glucosidase inhibitors | 608 (1.4) | 10,396 (2.4) | 7.0 | 608 (1.4) | 667 (1.6) | 1.1 |
| Other drugs | ||||||
| ACE inhibitor | 1,082 (2.5) | 9,640 (2.2) | 2.2 | 1,061 (2.5) | 1,016 (2.4) | 0.7 |
| ARB | 18,369 (43.1) | 183,813 (42.1) | 2.0 | 18,186 (43.1) | 18,255 (43.2) | 0.3 |
| Beta‐blocker | 6,213 (14.6) | 60,537 (13.9) | 2.0 | 6,104 (14.5) | 5,927 (14.0) | 1.2 |
| Calcium channel blocker | 6,848 (16.1) | 86,269 (19.8) | 9.6 | 6,792 (16.1) | 6,714 (15.9) | 0.5 |
| Thiazides | 3,319 (7.8) | 37,873 (8.7) | 3.2 | 3,281 (7.8) | 3,176 (7.5) | 0.9 |
| Loop diuretics | 2,128 (5.0) | 33,856 (7.8) | 11.3 | 2,097 (5.0) | 2,003 (4.7) | 1.0 |
| Other diuretics | 1,157 (2.7) | 13,378 (3.1) | 2.1 | 1,123 (2.7) | 1,049 (2.5) | 1.1 |
| Nitrates | 2,665 (6.3) | 23,785 (5.5) | 3.4 | 2,614 (6.2) | 2,507 (5.9) | 1.1 |
| Digoxin | 369 (0.9) | 6,409 (1.5) | 5.6 | 364 (0.9) | 353 (0.8) | 0.3 |
| Antiarrhythmic drugs | 300 (0.7) | 3,266 (0.7) | 0.5 | 295 (0.7) | 272 (0.6) | 0.7 |
| COPD drugs | 10,169 (23.9) | 108,136 (24.8) | 2.1 | 10,074 (23.9) | 10,043 (23.8) | 0.2 |
| Statin | 28,778 (67.6) | 265,351 (60.8) | 14.1 | 28,497 (67.5) | 28,533 (67.6) | 0.2 |
| Antiplatelet | 14,371 (33.7) | 160,900 (36.9) | 6.6 | 14,258 (33.8) | 14,055 (33.3) | 1.0 |
| Anticoagulants | 727 (1.7) | 8,896 (2.0) | 2.5 | 711 (1.7) | 675 (1.6) | 0.7 |
| NSAIDs | 32,458 (76.2) | 337,345 (77.3) | 2.6 | 32,192 (76.2) | 32,198 (76.2) | 0.0 |
| Oral corticosteroids | 14,727 (34.6) | 148,535 (34.0) | 1.1 | 14,598 (34.6) | 14,454 (34.2) | 0.7 |
| Bisphosphonates | 1,144 (2.7) | 25,087 (5.8) | 15.3 | 1,144 (2.7) | 1,076 (2.5) | 1.0 |
| Opioids | 20,287 (47.6) | 228,408 (52.4) | 9.5 | 20,150 (47.7) | 20,046 (47.5) | 0.5 |
| Antidepressants | 4,697 (11.0) | 60,093 (13.8) | 8.3 | 4,656 (11.0) | 4,591 (10.9) | 0.5 |
| Antipsychotics | 1,128 (2.6) | 17,077 (3.9) | 7.1 | 1,113 (2.6) | 1,088 (2.6) | 0.4 |
| Anticonvulsants | 4,236 (9.9) | 56,199 (12.9) | 9.2 | 4,203 (10.0) | 4,122 (9.8) | 0.6 |
| Lithium | 152 (0.4) | 951 (0.2) | 2.6 | 143 (0.3) | 145 (0.3) | 0.1 |
| Benzodiazepines | 11,208 (26.3) | 138,232 (31.7) | 11.9 | 11,138 (26.4) | 10,993 (26.0) | 0.8 |
| Agents for dementia | 2,327 (5.5) | 42,957 (9.8) | 16.5 | 2,321 (5.5) | 2,303 (5.5) | 0.2 |
| Antiparkinson agents | 647 (1.5) | 10,541 (2.4) | 6.5 | 644 (1.5) | 615 (1.5) | 0.6 |
| Teriparatide | 6 (0.0) | 113 (0.0) | 1.4 | 6 (0.0) | 5 (0.0) | 0.2 |
| SERMs in women | 185 (1.1) | 2,993 (1.6) | 4.7 | 185 (1.1) | 130 (0.7) | 3.3 |
| Comorbidities | ||||||
| Diabetic retinopathy | 6,469 (15.2) | 71,076 (16.3) | 3.0 | 6,398 (15.2) | 6,293 (14.9) | 0.7 |
| Diabetes with other ophthalmic manifestations | 10,401 (24.4) | 115,495 (26.5) | 4.7 | 10,322 (24.4) | 10,131 (24.0) | 1.1 |
| Retinal detachment, vitreous hemorrhage, vitrectomy | 913 (2.1) | 9,978 (2.3) | 1.0 | 903 (2.1) | 848 (2.0) | 0.9 |
| Retinal laser coagulation therapy | 604 (1.4) | 6,159 (1.4) | 0.1 | 595 (1.4) | 574 (1.4) | 0.4 |
| Diabetic neuropathy | 6,257 (14.7) | 76,254 (17.5) | 7.6 | 6,206 (14.7) | 6,214 (14.7) | 0.1 |
| Diabetic nephropathy | 4,288 (10.1) | 40,222 (9.2) | 2.9 | 4,219 (10.0) | 4,109 (9.7) | 0.9 |
| Hypoglycemia | 408 (1.0) | 6,998 (1.6) | 5.7 | 406 (1.0) | 372 (0.9) | 0.8 |
| Diabetic ketoacidosis | 187 (0.4) | 1,639 (0.4) | 1.0 | 182 (0.4) | 185 (0.4) | 0.1 |
| Lower extremity amputation | 14 (0.0) | 365 (0.1) | 2.1 | 14 (0.0) | 13 (0.0) | 0.1 |
| Hypertension | 25,067 (58.9) | 262,318 (60.1) | 2.6 | 24,830 (58.8) | 24,872 (58.9) | 0.2 |
| Hyperlipidemia | 36,384 (85.4) | 352,391 (80.8) | 12.4 | 36,052 (85.4) | 36,072 (85.4) | 0.0 |
| Ischemic heart disease | 8,022 (18.8) | 74,888 (17.2) | 4.3 | 7,911 (18.7) | 7,778 (18.4) | 0.8 |
| Acute MI | 1,111 (2.6) | 8,058 (1.8) | 5.2 | 1,081 (2.6) | 1,020 (2.4) | 0.9 |
| Acute coronary syndrome/unstable angina | 1,810 (4.3) | 15,311 (3.5) | 3.8 | 1,781 (4.2) | 1,733 (4.1) | 0.6 |
| Stable angina | 1,892 (4.4) | 18,362 (4.2) | 1.1 | 1,868 (4.4) | 1,793 (4.2) | 0.9 |
| Cardiac procedure | 917 (2.2) | 5,371 (1.2) | 7.2 | 891 (2.1) | 838 (2.0) | 0.9 |
| Any stroke | 2,204 (5.2) | 37,057 (8.5) | 13.2 | 2,193 (5.2) | 2,241 (5.3) | 0.5 |
| Ischemic stroke | 1,913 (4.5) | 32,935 (7.5) | 12.9 | 1,904 (4.5) | 1,952 (4.6) | 0.5 |
| Hemorrhagic stroke | 238 (0.6) | 3,649 (0.8) | 3.3 | 236 (0.6) | 231 (0.5) | 0.2 |
| Transient ischemic attack | 761 (1.8) | 10,805 (2.5) | 4.8 | 758 (1.8) | 785 (1.9) | 0.5 |
| Other cerebrovascular disease | 2,398 (5.6) | 33,142 (7.6) | 7.9 | 2,383 (5.6) | 2,427 (5.7) | 0.4 |
| Congestive heart failure | 2,705 (6.4) | 27,059 (6.2) | 0.6 | 2,648 (6.3) | 2,537 (6.0) | 1.1 |
| Peripheral vascular disease | 8,631 (20.3) | 101,101 (23.2) | 7.1 | 8,573 (20.3) | 8,479 (20.1) | 0.6 |
| Atrial fibrillation | 1,110 (2.6) | 12,212 (2.8) | 1.2 | 1,088 (2.6) | 1,043 (2.5) | 0.7 |
| Cardiac conduction disorders | 171 (0.4) | 2,041 (0.5) | 1.0 | 170 (0.4) | 154 (0.4) | 0.6 |
| COPD | 5,901 (13.9) | 71,021 (16.3) | 6.8 | 5,857 (13.9) | 5,735 (13.6) | 0.8 |
| Asthma | 9,404 (22.1) | 94,471 (21.7) | 1.0 | 9,308 (22.0) | 9,174 (21.7) | 0.8 |
| Obstructive sleep apnea | 291 (0.7) | 1,237 (0.3) | 5.8 | 275 (0.7) | 239 (0.6) | 1.1 |
| Pneumonia | 3,477 (8.2) | 40,744 (9.3) | 4.2 | 3,445 (8.2) | 3,465 (8.2) | 0.2 |
| Chronic kidney disease | 539 (1.3) | 11,819 (2.7) | 10.4 | 539 (1.3) | 533 (1.3) | 0.1 |
| Liver disease | 24,594 (57.7) | 232,926 (53.4) | 8.8 | 24,359 (57.7) | 24,250 (57.4) | 0.5 |
| Osteoarthritis | 15,914 (37.4) | 189,782 (43.5) | 12.5 | 15,816 (37.5) | 15,614 (37.0) | 1.0 |
| Dorsopathies | 24,655 (57.9) | 265,856 (60.9) | 6.2 | 24,455 (57.9) | 24,375 (57.7) | 0.4 |
| Fractures | 3,674 (8.6) | 48,834 (11.2) | 8.6 | 3,649 (8.6) | 3,660 (8.7) | 0.1 |
| Osteoporosis | 4,429 (10.4) | 73,326 (16.8) | 18.8 | 4,422 (10.5) | 4,220 (10.0) | 1.6 |
| Hyperthyroidism | 1,407 (3.3) | 13,565 (3.1) | 1.1 | 1,387 (3.3) | 1,426 (3.4) | 0.5 |
| Hypothyroidism | 3,658 (8.6) | 33,638 (7.7) | 3.2 | 3,618 (8.6) | 3,368 (8.0) | 2.1 |
| Depression | 4,827 (11.3) | 61,203 (14.0) | 8.1 | 4,781 (11.3) | 4,690 (11.1) | 0.7 |
| Anxiety | 7,532 (17.7) | 90,889 (20.8) | 8.0 | 7,468 (17.7) | 7,361 (17.4) | 0.7 |
| Sleep disorder | 6,413 (15.1) | 78,865 (18.1) | 8.1 | 6,366 (15.1) | 6,421 (15.2) | 0.4 |
| Dementia | 824 (1.9) | 24,349 (5.6) | 19.3 | 820 (1.9) | 778 (1.8) | 0.7 |
| Delirium | 58 (0.1) | 1,792 (0.4) | 5.3 | 57 (0.1) | 49 (0.1) | 0.5 |
| Psychosis | 675 (1.6) | 7,821 (1.8) | 1.6 | 663 (1.6) | 673 (1.6) | 0.2 |
| Combined comorbidity score | 0.3 (0.9) | 0.3 (1.0) | 3.4 | 0.3 (0.9) | 0.2 (1.0) | 1.2 |
ACE, angiotensin converting enzyme; ARB, angiotensin receptor blocker; COPD, chronic obstructive pulmonary disease; DPP‐4i, dipeptidyl peptidase‐4 inhibitor; GLP‐1 RA, glucagon‐like peptide‐1 receptor agonist; MI, myocardial infarction; NSAIDs, non‐steroidal anti‐inflammatory drugs; PSM, propensity score matching; SD, standard deviation; SERMs, selective estrogen receptor modulators; SGLT2i, sodium–glucose cotransporter 2 inhibitor.
Figure 1Cumulative risk curve of incident fracture treated with sodium–glucose cotransporter 2 inhibitor (SGLT2i) and dipeptidyl peptidase‐4 inhibitor (DPP‐4i) in (a) as‐treated (AT) and (b) in intention‐to‐treat (ITT) analysis.
Figure 2Hazard ratio (HR) for fracture in people who were started on sodium–glucose cotransporter 2 inhibitor (SGLT2i) compared with that of individuals who were started on dipeptidyl peptidase‐4 inhibitor (DPP‐4i). AT, as‐treated; CI, confidence interval; ITT, intention‐to‐treat; PY, person‐years.
Figure 3Subgroup analysis of hazard ratio (HR) for fracture in people who were started on sodium–glucose cotransporter 2 inhibitor (SGLT2i) compared with that of individuals who were started on dipeptidyl peptidase‐4 inhibitor (DPP‐4i) in (a) as‐treated (AT) and (b) intention‐to‐treat (ITT) analysis. PY, person‐years; T2D, type 2 diabetes.