| Literature DB >> 33081776 |
Carlos Escobar1, Luis Varela2, Beatriz Palacios2, Margarita Capel2, Antoni Sicras3, Aram Sicras3, Antonio Hormigo4, Roberto Alcázar5, Nicolás Manito6, Manuel Botana7.
Abstract
BACKGROUND: Increasing the knowledge about heart failure (HF) costs and their determinants is important to ascertain how HF management can be optimized, leading to a significant decrease of HF costs. This study evaluated the cumulative costs and healthcare utilisation in HF patients in Spain.Entities:
Keywords: DAPA-HF; Dapagliflozin; Heart failure; Heart failure cost; Hospitalization; Sacubitril/valsartan
Mesh:
Year: 2020 PMID: 33081776 PMCID: PMC7576860 DOI: 10.1186/s12913-020-05828-9
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Fig. 1Flowchart cost population (2015)
Baseline clinical characteristics of the heart failure population at index date 1st January 2015 according to the presence of type 2 diabetes
| No T2D ( | T2D | Total HF | P* | |
|---|---|---|---|---|
| Age, years | 77.4 ± 12.6 | 77.2 ± 10.1 | 77.3 ± 11.8 | 0.236 |
| ≥ 85 years, n (%) | 6308 (55.6) | 2648 (45.5) | 8956 (52.2) | < 0.001 |
| Gender, male, n (%) | 6052 (53.3) | 3135 (53.9) | 9187 (53.5) | 0,470 |
| Body mass index, Kg/m2 | 28.1 (5.8) | 29.5 (6.0) | 28.6 (5.9) | < 0.001 |
| Systolic blood pressure (mmHg) | 128.7 ± 21.9 | 131.8 ± 22.6 | 129.8 ± 22.2 | < 0,001 |
| NYHA functional class, n (%) | ||||
| I | 1321 (11,6) | 654 (11.3) | 1975 (11.5) | |
| II | 5008 (44.1) | 2476 (42.6) | 7484 (43.6) | 0.001 |
| III | 4068 (35.9) | 2135 (36.7) | 6203 (36.1) | |
| IV | 395 (3.5) | 268 (4.6) | 663 (3.9) | |
| Left ventricular ejection fraction, % | 44.2 ± 10.6 | 41.5 ± 12.4 | 43.3 ± 11.3 | < 0.001 |
| ≤ 40%, n (%) | 5217 (51.0) | 2798 (53.1) | 8015 (51.7) | 0.012 |
| > 40 - < 50%, n (%) | 801 (7.8) | 428 (8.1) | 1229 (7.9) | 0.012 |
| ≥ 50%, n (%) | 4217 (41.2) | 2039 (38.7) | 6256 (40.4) | 0.012 |
| eGFR, ml/min/1.73 m2 | 76.1 ± 20.4 | 72.3 ± 20.4 | 74.8 ± 20.5 | < 0.001 |
| HbA1c, % | 5.2 ± 0.9 | 7.3 ± 0.8 | 6.1 ± 1.4 | < 0.001 |
| | ||||
| Ischemic heart disease | 2174 (19.1) | 1834 (31.5) | 4006 (23.3) | < 0.001 |
| Myocardial infarction | 1350 (11.9) | 1126 (19.4) | 2466 (14.4) | < 0.001 |
| CABG | 122 (1.1) | 132 (2.3) | 254 (1.5) | 0.001 |
| PCI with stent | 285 (2.5) | 243 (4.2) | 528 (3.1) | < 0.001 |
| Unstable angina | 414 (3.7) | 384 (6.6) | 798 (4.7) | < 0.001 |
| Angina pectoris | 686 (6.1) | 493 (8.5) | 1179 (6.9) | < 0.001 |
| Stroke | 1015 (8.9) | 622 (10.7) | 1637 (9.5) | < 0.001 |
| Ischemic stroke | 779 (6.9) | 467 (8.0) | 1246 (7.3) | 0.005 |
| Hemorrhagic stroke | 72 (0.6) | 28 (0.5) | 100 (0.6) | 0.213 |
| Transitory ischemic attack | 256 (2.3) | 173 (3.0) | 429 (2.5) | 0.004 |
| Atrial Fibrillation | 3339 (29.4) | 1805 (31.0) | 5144 (30.0) | 0.029 |
| Peripheral artery disease | 500 (4.4) | 326 (5.6) | 826 (4.8) | 0.001 |
| Chronic kidney disease | 2819 (24.8) | 2236 (38.5) | 5055 (29.5) | < 0.001 |
| Microvascular complications | 0 | 1810 (31.1) | 1810 (10.5) | < 0.001 |
| Diabetic mono−/polyneuropathy | 0 | 380 (6.5) | 380 (2.2) | < 0.001 |
| Diabetic eye complications | 0 | 1598 (27.5) | 1849 (10.8) | < 0.001 |
| Diabetic foot/peripheral angiopathy | 0 | 251 (4.3) | 264 (1.5) | < 0.001 |
| Diabetic kidney disease | 0 | 468 (8.1) | 521 (3.0) | < 0.001 |
| Diabetes with complications | 0 | 3207 (55.2) | 3452 (20.1) | < 0.001 |
| Severe hypoglycemia | 0 | 461 (7.9) | 461 (2.7) | < 0.001 |
| | ||||
| Cancer | 1465 (12.9) | 733 (12.6) | 2198 (12.8) | 0.572 |
| Chronic obstructive pulmonary disease | 1928 (17.0) | 1027 (17.7) | 2955 (17.2) | 0.270 |
| Lower limb amputations | 37 (0.3) | 108 (1.9) | 145 (0.8) | < 0.001 |
| Major organ specific bleeding | 111 (1.0) | 177 (3.0) | 288 (1.7) | < 0.001 |
| | 11,348 (100) | 5815 (100) | 17,163 (100) | |
| Renin angiotensin system inhibitors | 6973 (61.5) | 4452 (76.6) | 11,425 (66.6) | < 0.001 |
| Angiotensin-converting enzyme inhibitors | 3354 (29.6) | 1986 (34.2) | 5340 (31.1) | < 0.001 |
| Angiotensin receptor blockers | 3619 (31.9) | 2466 (42.4) | 6085 (35.5) | < 0.001 |
| Beta blockers | 7509 (66.2) | 4218 (72.5) | 11,727 (68.3) | < 0.001 |
| Loop-diuretics | 7416 (65.4) | 4645 (79.9) | 12,061 (70.3) | < 0.001 |
| Aldosterone antagonists | 3424 (30.2) | 1728 (29.7) | 5152 (30.0) | 0.537 |
| Sacubitril/valsartan | 987 (8.7) | 477 (8.2) | 1464 (8.5) | 0.272 |
| Digoxin | 799 (7.0) | 398 (6.8) | 1197 (7.0) | 0.632 |
| | ||||
| Low dose aspirin | 3017 (26.6) | 2037 (35.0) | 5054 (29.5) | < 0.001 |
| Receptor P2Y12 antagonists | 1177 (10.4) | 634 (10.9) | 1811 (10.6) | 0.284 |
| Statins | 5928 (52.2) | 3238 (55.7) | 9166 (53.4) | < 0.001 |
| Antihypertensives | 2415 (21.3) | 1478 (25.4) | 3893 (22.7) | < 0.001 |
| Dihydropyridines CCB | 1564 (13.8) | 1027 (17.7) | 2591 (15.1) | < 0.001 |
| Thiazides | 520 (4,6) | 268 (4,6) | 788 (4.6) | 0,938 |
| Non-hydropyridines CCB | 504 (4,4) | 290 (5,0) | 794 (4.6) | 0,107 |
| Nitrates | 1169 (10,3) | 788 (13,6) | 1957 (11,4) | < 0,001 |
| Warfarin | 2438 (21,5) | 1464 (25,2) | 3902 (22,7) | < 0,001 |
| | 0 | 5383 (92.6) | 5383 (31.4) | < 0.001 |
| Metformin | 0 | 3862 (66.4) | 3862 (22.5) | < 0.001 |
| Sulfonylurea | 0 | 1952 (33.6) | 1952 (11.4) | < 0.001 |
| DPP4 inhibitors | 0 | 1416 (24.4) | 1416 (8.3) | < 0.001 |
| SGLT-2 inhibitors | 1 (0%) | 2 (0) | 3 (0) | < 0.001 |
| GLP-1 receptor agonists | 0 | 57 (1.0) | 57 (0.3) | < 0.001 |
| Metiglinides | 0 | 319 (5.5) | 319 (1.9) | < 0.001 |
| Glitazones | 0 | 57 (1.0) | 57 (0.3) | < 0.001 |
| Acarbose | 0 | 88 (1.5) | 88 (0.5) | < 0.001 |
| Insulin | 0 | 1367 (23.5) | 1367 (8.0) | < 0.001 |
T2D Type 2 diabetes, HF Heart failure, eGFR Estimated glomerular filtration rate, CABG Coronary artery bypass graft, PCI Percutaneous coronary intervention, CCB Calcium channel blockers, DPP4 Dipeptidyl peptidase 4, SGLT-2 Sodium-glucose Cotransporter-2, GLP-1 Glucagon-like peptide-1
*p values comparing no T2D vs T2D
Patients hospital mean cost for yeara
| 2015 | 2016 | 2017 | 2018 | 2019 | Cumulative cost in 2019 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| mean | SD | mean | SD | mean | SD | mean | SD | mean | SD | ||
| CVD | 2834 | 5212 | 2416 | 5065 | 2268 | 4839 | 1985 | 4937 | 2146 | 4947 | 11,649 |
| Cardiorenal | 2536 | 4859 | 2155 | 4565 | 2001 | 4433 | 1759 | 4329 | 1896 | 4460 | 10,346 |
| HF | 1967 | 4094 | 1657 | 3814 | 1476 | 3609 | 1297 | 3505 | 1447 | 3604 | 7842 |
| CKD | 569 | 2173 | 498 | 2024 | 525 | 2057 | 463 | 1943 | 450 | 1968 | 2504 |
| MI | 98 | 812 | 87 | 800 | 79 | 760 | 70 | 776 | 83 | 761 | 416 |
| Stroke | 138 | 970 | 126 | 942 | 132 | 977 | 108 | 940 | 113 | 887 | 616 |
| PAD | 63 | 740 | 49 | 619 | 57 | 682 | 48 | 660 | 54 | 602 | 271 |
| Total medication | 230 | 425 | 216 | 426 | 227 | 426 | 204 | 432 | 206 | 421 | 1083 |
| Diabetes medication | 101 | 336 | 97 | 336 | 118 | 324 | 85 | 308 | 85 | 317 | 486 |
| HF medication | 86 | 130 | 79 | 131 | 76 | 203 | 86 | 268 | 90 | 313 | 417 |
| CVD medication | 44 | 96 | 40 | 91 | 33 | 80 | 33 | 86 | 31 | 339 | 181 |
CVD Cardiovascular disease, HF Heart failure, CKD Chronic kidney disease, cardiorenal HF and/or CKD, MI Myocardial infarction, PAD Peripheral artery disease
aIn Euros
Fig. 2Patient cumulative hospital mean cost*. *In Euros. CVD: cardiovascular disease; HF: heart failure; CKD: chronic kidney disease; cardiorenal: HF and/or CKD; MI: myocardial infarction; PAD: peripheral artery disease
Fig. 3Patient cumulative medication mean cost*. *In Euros. CVD: cardiovascular disease; HF: heart failure
Health resources use for each year per patient
| 2015 | 2016 | 2017 | 2018 | 2019 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| mean | SD | mean | SD | mean | SD | mean | SD | mean | SD | |
| Primary care visits, mean (SD) | 12.7 | 15.0 | 10.9 | 14.2 | 9.6 | 13.9 | 8.8 | 14.3 | 7.7 | 13.0 |
| Laboratory requests, mean (SD) | 0.6 | 1.2 | 0.6 | 1.2 | 0.6 | 1.2 | 0.7 | 1.6 | 1.0 | 2.1 |
| Radiology and other tests, mean (SD) | 0.6 | 1.2 | 0.6 | 1.2 | 0.6 | 1.2 | 0.7 | 1.6 | 1.0 | 2.2 |
| Specialized visits, mean (SD) | 2.1 | 4.2 | 1.3 | 4.9 | 1.1 | 4.8 | 1.2 | 4.9 | 1.1 | 4.8 |
| Emergency rooms visits, mean (SD) | 0.8 | 2.5 | 0.7 | 3.3 | 0.7 | 3.1 | 0.5 | 2.3 | 0.5 | 3.3 |
| Hospitalization | ||||||||||
| Days, mean (SD) | 5.9 | 10.8 | 5.0 | 10.5 | 4.7 | 10.0 | 4.1 | 10.3 | 4.5 | 10.3 |
| Hospitalized patients, n (%) | 5399 (31.5) | 4557 (26.6) | 4227 (24.6) | 3628 (21.1) | 3923 (22.9) | |||||
| Days for hospitalized patients due to heart failure only, mean (SD) | 8.3 | 10.7 | 7.7 | 10.6 | 7.5 | 10.1 | 6.9 | 10.1 | 7.2 | 10.2 |
| Frequency of hospitalization, n (%) | ||||||||||
| 0 | 11,764 (68.5) | 12,606 (73.5) | 12,936 (75.4) | 13,535 (78.9) | 13,240 (77.1) | |||||
| 1 | 4243 (24.7) | 3565 (20.8) | 3225 (18.8) | 2780 (16.2) | 2914 (17.0) | |||||
| 2 | 1001 (5.8) | 855 (5.0) | 867 (5.1) | 724 (4.2) | 850 (5.0) | |||||
| 3+ | 156 (0.9) | 137 (0.8) | 137 (0.8) | 124 (0.7) | 160 (0.9) | |||||
| Disability | ||||||||||
| Days of disability, mean (SD) | 0.4 | 5.9 | 0.4 | 6.0 | 0.6 | 10.9 | 0.4 | 5.7 | 0.4 | 5.1 |
| Patients with disability, n (%) | 158 (0.9) | 132 (0.8) | 134 (0.8) | 140 (0.8) | 190 (1.1) | |||||
| Average days of sick leave (disability only), mean (SD) | 43.8 | 43.5 | 47.4 | 49.5 | 77.2 | 96.9 | 50.5 | 38.5 | 36.7 | 32.6 |
| Mortality, n (%) | 1608 (9.4) | 1259 (7.3) | 927 (5.4) | 893 (5.2) | 839 (4.9) | |||||
All years calculated with 17.163 patients
Patients total mean cost for year and cumulative cost in 2019a
| 2015 | 2016 | 2017 | 2018 | 2019 | Cumulative cost in 2019 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| mean | SD | mean | SD | mean | SD | mean | SD | mean | SD | ||
| Cost of primary care visits | 308 | 362 | 264 | 344 | 231 | 336 | 214 | 345 | 186 | 315 | 1202 |
| Cost of laboratory requests | 20 | 39 | 19 | 38 | 18 | 37 | 24 | 50 | 32 | 69 | 113 |
| Cost of radiology and other tests | 24 | 46 | 22 | 45 | 21 | 45 | 28 | 59 | 37 | 80 | 131 |
| Cost of specialized visits | 195 | 392 | 123 | 467 | 108 | 451 | 108 | 462 | 101 | 452 | 635 |
| Cost of emergency rooms visits | 89 | 291 | 81 | 394 | 79 | 363 | 57 | 276 | 61 | 382 | 368 |
| Cost of Hospitalization | 2834 | 5212 | 2416 | 5065 | 2268 | 4839 | 1985 | 4937 | 2146 | 4947 | 11,649 |
| Cost of medication | 230 | 425 | 216 | 426 | 227 | 426 | 204 | 432 | 206 | 421 | 1083 |
| Sanitary Cost | 3700 | 5623 | 3141 | 5516 | 2920 | 5347 | 2620 | 5153 | 2770 | 5181 | 15,151 |
| Indirect Cost/Sick Leave | 41 | 597 | 37 | 606 | 61 | 1.104 | 42 | 578 | 41 | 520 | 222 |
aIn Euros