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. 2022 Nov 19;12:19963. doi: 10.1038/s41598-022-24285-4

Table 2.

Demographics, clinical characteristics, and healthcare use of case and control patients in the nested case–control.

Variables Case (n = 1530) Controls (n = 14,804)
Male, n (%) 727 (47.5) 7020 (47.4)
Age (in years)
Mean ± SD 83.4 ± 6.7 83.2 ± 6.5
Median (IQR) 83.6 (9.6) 83.4 (9.4)
Group, n (%)
66–74 184 (12.0) 1759 (11.9)
75–84 698 (45.6) 6969 (47.1)
85+  648 (42.4) 6076 (41.0)
Charlson score, n (%)
< 4 321 (21) 4545 (30.7)
≥ 4 1209 (79.0) 10,259 (69.3)
Frailty score, n (%)
< 4 111 (7.3) 1633 (11.0)
≥ 4–8 287 (18.8) 3417 (23.1)
≥ 9–15 480 (31.4) 4888 (33.0)
≥ 16 652 (42.6) 4866 (32.9)
Comorbidites at cohort entry, n (%)
Coronary artery disease (excluding myocardial infarction) 618 (40.4) 5696 (38.5)
Myocardial infarction 313 (20.5) 2756 (18.6)
Cardiomyopathy 53 (3.5) 725 (4.9)
Any cardiac arrhythmia 636 (41.6) 6675 (45.1)
Atrial fibrillation 523 (34.2) 5305 (35.8)
Valvular heart disease 442 (28.9) 3844 (26.0)
Cerebrovascular disease 71 (4.6) 627 (4.2)
Peripheral artery disease 292 (19.1) 2126 (14.4)
Hypertension 754 (49.3) 8384 (56.6)
Dyslipidemia 476 (31.1) 5475 (37.0)
Diabetes and associated complications 555 (36.3) 5093 (34.4)
Major bleeding 183 (12.0) 1248 (8.4)
Major intracranial hemorrhage 29 (1.9) 171 (1.2)
Major gastrointestinal bleeding 157 (10.3) 1102 (7.4)
Chronic kidney disease 788 (51.5) 6043 (40.8)
Chronic kidney disease (CrCl < 30 mL/min/m2) 207 (13.5) 1326 (9.0)
Acute kidney disease 287 (18.8) 2413 (16.3)
Anemia 81 (5.3) 615 (4.2)
Chronic obstructive pulmonary disorder 549 (35.9) 4319 (29.2)
Pulmonary edema 20 (1.3) 179 (1.2)
Pneumonia 92 (6.0) 760 (5.1)
Liver disease 23 (1.5) 127 (0.9)
Rheumatic disease 141 (9.2) 1165 (7.9)
Gastroduodenal ulcers 27 (1.8) 359 (2.4)
Depression 32 (2.1) 265 (1.8)
Malign cancer 286 (18.7) 2499 (16.9)
Medical procedures at cohort entry, n (%)
Percutaneous coronary intervention—stent/CABG 144 (9.4) 1343 (9.1)
Medical procedures for a defibrillator 73 (4.8) 700 (4.7)
CVD drug use (in 3-month prior the case or control selection), n (%)
Diuretics 1382 (90.3) 13,503 (91.2)
Loop diuretics 1371 (89.6) 13,292 (89.8)
Metolazone 77 (5.0) 255 (1.7)
ACEIs/ARBs 763 (49.9) 9485 (64.1)
ACEIs 561 (36.7) 6756 (45.6)
ARBs 220 (14.4) 3068 (20.7)
Beta-blockers 921 (60.2) 9959 (67.3)
Metoprolol 405 (26.5) 4289 (29.0)
Carvedilol 78 (5.1) 657 (4.4)
Bisoprolol 377 (24.6) 4219 (28.5)
Other beta-blockers 77 (5.0) 942 (6.4)
Spironolactone or eplerenone 324 (21.2) 2628 (17.8)
Digoxin 331 (21.6) 3152 (21.3)
Hydralazine 110 (7.2) 531 (3.6)
Nitrates 697 (45.6) 5885 (39.8)
Statins 723 (47.3) 8399 (56.7)
Antiarrhythmic (amiodarone or propafenone) 169 (11.1) 1405 (9.5)
Warfarin 567 (37.1) 6179 (41.7)
DOAC 66 (4.5) 847 (5.8)
Antiplatelets 217 (14.2) 1982 (13.4)
Low-dose ASA 175 (11.4) 1748 (11.8)
Antidiabetic agents (in 3-month prior the case or control selection), n (%) 459 (30.0) 4615 (31.2)
Metformin 209 (13.7) 2297 (15.5)
Sulfonylurea 184 (12.0) 2060 (13.9)
Thiazolidinediones 8 (0.5) 68 (0.5)
DPP-4 inhibititors 29 (1.9) 344 (2.3)
Insulins 146 (9.5) 1431 (9.7)
Potentially inappropriate drug for HF exacerbation (in 3-month prior the case or control selection), n (%)
Metformin 209 (13.7) 2297 (13.5)
Sulfonylurea 184 (12.0) 2060 (13.9)
Thiazolidinediones 8 (0.5) 68 (0.5)
DPP-4 inhibitors (saxagliptin/sitagliptin) 22 (1.4) 303 (2.1)
Calcium channel blockers 511 (33.4) 5844 (39.5)
Diltiazem/verapamil 149 (9.7) 1512 (10.2)
Nifedipine 35 (2.3) 549 (3.7)
Others 342 (22.4) 3945 (26.7)
Carbamazepine 8 (0.5) 54 (0.4)
Citalopram or escitalopram 140 (9.2) 1081 (7.3)
NSAIDs 27 (1.8) 479 (3.2)
Salbutamol 366 (23.9) 2559 (17.3)
Hydroxychlroroquine 21 (1.4) 140 (1.0)
Other drug use (in 3-month prior the case or control selection), n (%)
Proton pump inhibitors 839 (54.8) 7742 (52.3)
Antidepressants agents 373 (24.4) 2824 (19.1)
Anticholinergics agents 42 (2.8) 267 (1.8)
Benzodiazepine 666 (43.5) 5704 (38.5)
Hospitalization in the month prior death 1178 (77.0) 2106 (14.2)

SD standard deviation, IQR interquartile range, HF heart failure, CVD cardiovascular disease, CABG coronary artery bypass grafting, CrCl creatinine clearance, ACEIs angiotensin-converting enzyme inhibitors, ARBs angiotensin II receptor blockers, ASA acetylsalicylic acid, DOAC direct oral anticoagulant, DPP-4 dipeptidyl peptidase 4, NSAIDs non-steroidal anti-inflammatory drugs, antiplatelets clopidogrel, ticlopidine, prasugrel, ticagrelor.