| Literature DB >> 35884784 |
Martin Wawruch1, Jan Murin2, Tomas Tesar3, Martina Paduchova4, Miriam Petrova1, Denisa Celovska2, Beata Havelkova5, Michal Trnka6, Lucia Masarykova3, Sofa D Alfian7,8, Emma Aarnio9.
Abstract
The beneficial effects of angiotensin-converting enzyme inhibitors (ACEIs) and angiotensin receptor blockers (ARBs) in hypertensive patients with peripheral arterial disease (PAD) depends on long-term persistence. The aims of our study were to analyse gender differences in non-persistence with ACEIs/ARBs, and to identify the characteristics associated with the likelihood of non-persistence. Our study cohort included 7080 hypertensive patients (4005 women and 3075 men) aged ≥65 years, treated with ACEIs/ARBs, in whom PAD was diagnosed between 1 January and 31 December 2012. Non-persistence was identified according to a treatment gap of 6 months without ACEI/ARB prescriptions. The characteristics associated with non-persistence were identified using the Cox regression model. At the end of the 5-year follow-up, 23.2% of the whole study cohort, 22.3% of men, and 23.9% of women were non-persistent with ACEIs/ARBs, with no significant gender differences in persistence. While a number of characteristics were associated with non-persistence, only three characteristics had consistent, statistically significant associations in both genders: being a new ACEI/ARB user increased the likelihood of non-persistence, and general practitioner as index prescriber and increasing the overall number of medications decreased the likelihood of non-persistence. Information on the differences in characteristics that are associated with non-persistence between genders may help to better identify patients for whom special attention should be paid to improve their persistence.Entities:
Keywords: adherence; angiotensin receptor blockers; angiotensin-converting enzyme inhibitors; arterial hypertension; general practitioner; new user; older patient; peripheral arterial disease; persistence
Year: 2022 PMID: 35884784 PMCID: PMC9313155 DOI: 10.3390/biomedicines10071479
Source DB: PubMed Journal: Biomedicines ISSN: 2227-9059
Figure 1Flow chart showing derivation of the study cohort (n = 7080).
Baseline characteristics of the study cohort.
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| Age | 75.2 ± 6.8 | 75.5 ± 6.9 | 74.1 ± 6.2 |
| 74.3 ± 6.5 | 74.6 ± 6.6 | 73.5 ± 6.1 |
| 75.9 ± 6.9 | 76.3 ± 7.1 | 74.5 ± 6.2 |
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| Female sex | 4005 (56.6) | 3048 (56.1) | 957 (58.3) | 0.110 | ||||||||
| University education | 490 (6.9) | 373 (6.9) | 117 (7.1) | 0.709 | 380 (12.4) | 291 (12.2) | 89 (13.0) | 0.567 | 110 (2.7) | 82 (2.7) | 28 (2.9) | 0.697 |
| Employed patients | 347 (4.9) | 264 (4.9) | 83 (5.1) | 0.742 | 235 (7.6) | 182 (7.6) | 53 (7.7) | 0.916 | 112 (2.8) | 82 (2.7) | 30 (3.1) | 0.467 |
| History of ischemic stroke | 1238 (17.5) | 992 (18.2) | 246 (15.0) |
| 569 (18.5) | 467 (19.5) | 102 (14.9) |
| 669 (16.7) | 525 (17.2) | 144 (15.0) | 0.115 |
| History of TIA | 462 (6.5) | 353 (6.5) | 109 (6.6) | 0.833 | 172 (5.6) | 132 (5.5) | 40 (5.8) | 0.751 | 290 (7.2) | 221 (7.3) | 69 (7.2) | 0.966 |
| History of MI | 423 (6.0) | 339 (6.2) | 84 (5.1) | 0.094 | 210 (6.8) | 171 (7.2) | 39 (5.7) | 0.181 | 213 (5.3) | 168 (5.5) | 45 (4.7) | 0.330 |
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| Number of comorbid conditions | 2.7 ± 1.6 | 2.8 ± 1.6 | 2.6 ± 1.6 |
| 2.6 ± 1.6 | 2.6 ± 1.5 | 2.3 ± 1.6 |
| 2.9 ± 1.6 | 2.9 ± 1.6 | 2.8 ± 1.6 | 0.476 * |
| Chronic heart failure | 585 (8.3) | 473 (8.7) | 112 (6.8) |
| 248 (8.1) | 206 (8.6) | 42 (6.1) |
| 337 (8.4) | 267 (8.8) | 70 (7.3) | 0.160 |
| Atrial fibrillation | 1145 (16.2) | 942 (17.3) | 203 (12.4) |
| 545 (17.7) | 450 (18.8) | 95 (13.9) |
| 600 (15.0) | 492 (16.1) | 108 (11.3) |
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| Diabetes mellitus | 2879 (40.7) | 2280 (41.9) | 599 (36.5) |
| 1221 (39.7) | 987 (41.3) | 234 (34.2) |
| 1658 (41.4) | 1293 (42.4) | 365 (38.1) |
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| Hypercholesterolemia | 2589 (36.6) | 1982 (36.4) | 607 (37.0) | 0.701 | 1050 (34.1) | 837 (35.0) | 213 (31.1) | 0.056 | 1539 (38.4) | 1145 (37.6) | 394 (41.2) |
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| Dementia | 571 (8.1) | 475 (8.7) | 96 (5.8) |
| 202 (6.6) | 170 (7.1) | 32 (4.7) |
| 369 (9.2) | 305 (10.0) | 64 (6.7) |
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| Depression | 802 (11.3) | 605 (11.1) | 197 (12.0) | 0.328 | 199 (6.5) | 155 (6.5) | 44 (6.4) | 0.954 | 603 (15.1) | 450 (14.8) | 153 (16.0) | 0.356 |
| Anxiety disorders | 2122 (30.0) | 1627 (29.9) | 495 (30.1) | 0.860 | 618 (20.1) | 488 (20.4) | 130 (19.0) | 0.407 | 1504 (37.6) | 1139 (37.4) | 365 (38.1) | 0.667 |
| Parkinson’s disease | 303 (4.3) | 237 (4.4) | 66 (4.0) | 0.552 | 107 (3.5) | 87 (3.6) | 20 (2.9) | 0.364 | 196 (4.9) | 150 (4.9) | 46 (4.8) | 0.886 |
| Epilepsy | 195 (2.8) | 150 (2.8) | 45 (2.7) | 0.969 | 99 (3.2) | 78 (3.3) | 21 (3.1) | 0.796 | 96 (2.4) | 72 (2.4) | 24 (2.5) | 0.797 |
| Bronchial asthma/COPD | 1425 (20.1) | 1096 (20.2) | 329 (20.0) | 0.917 | 648 (21.1) | 521 (21.8) | 127 (18.5) | 0.065 | 777 (19.4) | 575 (18.9) | 202 (21.1) | 0.126 |
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| Initially administered ACEI/ARB | ||||||||||||
| Perindopril | 2963 (41.9) | 2249 (41.4) | 714 (43.5) |
| 1263 (41.1) | 949 (39.7) | 314 (45.8) |
| 1700 (42.4) | 1300 (42.7) | 400 (41.8) |
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| Lisinopril | 367 (5.2) | 269 (4.9) | 98 (6.0) | 143 (4.7) | 103 (4.3) | 40 (5.8) | 224 (5.6) | 166 (5.4) | 58 (6.1) | |||
| Ramipril | 1184 (16.7) | 927 (17.0) | 257 (15.7) | 586 (19.1) | 468 (19.6) | 118 (17.2) | 598 (14.9) | 459 (15.1) | 139 (14.5) | |||
| Enalapril | 102 (1.4) | 89 (1.6) | 13 (0.8) | 43 (1.4) | 37 (1.5) | 6 (0.9) | 59 (1.5) | 52 (1.7) | 7 (0.7) | |||
| Spirapril | 11 (0.2) | 8 (0.1) | 3 (0.2) | 5 (0.2) | 4 (0.2) | 1 (0.1) | 6 (0.1) | 4 (0.1) | 2 (0.2) | |||
| Trandolapril | 1226 (17.3) | 975 (17.9) | 251 (15.3) | 583 (19.0) | 476 (19.9) | 107 (15.6) | 643 (16.1) | 499 (16.4) | 144 (15.0) | |||
| Quinapril | 569 (8.0) | 448 (8.2) | 121 (7.4) | 196 (6.4) | 161 (6.7) | 35 (5.1) | 373 (9.3) | 287 (9.4) | 86 (9.0) | |||
| Imidapril | 93 (1.3) | 60 (1.1) | 33 (2.0) | 35 (1.1) | 22 (0.9) | 13 (1.9) | 58 (1.4) | 38 (1.2) | 20 (2.1) | |||
| Fosinopril | 63 (0.9) | 41 (0.8) | 22 (1.3) | 21 (0.7) | 14 (0.6) | 7 (1.0) | 42 (1.0) | 27 (0.9) | 15 (1.6) | |||
| Valsartan | 159 (2.2) | 105 (1.9) | 54 (3.3) | 68 (2.2) | 48 (2.0) | 20 (2.9) | 91 (2.3) | 57 (1.9) | 34 (3.6) | |||
| Losartan | 137 (1.9) | 113 (2.1) | 24 (1.5) | 59 (1.9) | 51 (2.1) | 8 (1.2) | 78 (1.9) | 62 (2.0) | 16 (1.7) | |||
| Telmisartan | 107 (1.5) | 80 (1.5) | 27 (1.6) | 41 (1.3) | 32 (1.3) | 9 (1.3) | 66 (1.6) | 48 (1.6) | 18 (1.9) | |||
| Candesartan | 87 (1.2) | 66 (1.2) | 21 (1.3) | 26 (0.8) | 21 (0.9) | 5 (0.7) | 61 (1.5) | 45 (1.5) | 16 (1.7) | |||
| Irbesartan | 12 (0.2) | 8 (0.1) | 4 (0.2) | 6 (0.2) | 4 (0.2) | 2 (0.3) | 6 (0.1) | 4 (0.1) | 2 (0.2) | |||
| New user of ACEIs/ARBs b | 456 (6.4) | 265 (4.9) | 191 (11.6) |
| 221 (7.2) | 137 (5.7) | 84 (12.3) |
| 235 (5.9) | 128 (4.2) | 107 (11.2) |
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| Patient’s co-payment (EUR) c | 3.0 ± 2.8 | 3.0 ± 2.7 | 2.9 ± 2.5 | 0.474 * | 3.0 ± 2.6 | 3.0 ± 2.4 | 2.8 ± 1.8 | 0.626 * | 3.0 ± 2.7 | 3.0 ± 2.6 | 2.9 ± 2.0 | 0.565 * |
| General practitioner as index prescriber | 5821 | 4568 | 1253 |
| 2519 (81.9) | 2002 (83.8) | 517 (75.5) |
| 3302 (82.4) | 2566 (84.2) | 736 (76.9) |
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| Number of medications | 7.9 ± 2.7 | 7.9 ± 2.6 | 7.5 ± 2.9 |
| 7.6 ± 2.8 | 7.8 ± 2.7 | 7.2 ± 3.1 |
| 8.0 ± 2.6 | 8.1 ± 2.5 | 7.8 ± 2.8 |
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| Number of CV medications | 4.8 ± 2.2 | 4.9 ± 2.3 | 4.6 ± 2.2 |
| 4.7 ± 2.2 | 4.8 ± 2.2 | 4.4 ± 2.1 |
| 4.9 ± 2.3 | 5.0 ± 2.3 | 4.8 ± 2.2 | 0.118 * |
| Antiplatelet agents | 4989 (70.5) | 3843 (70.7) | 1146 (69.8) | 0.495 | 2242 (72.9) | 1744 (73.0) | 498 (72.7) | 0.889 | 2747 (68.6) | 2099 (68.9) | 648 (67.7) | 0.503 |
| Anticoagulants | 1878 (26.5) | 1494 (27.5) | 384 (23.4) |
| 866 (28.2) | 697 (29.2) | 169 (24.7) |
| 1012 (25.3) | 797 (26.1) | 215 (22.5) |
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| Cardiac glycosides | 681 (9.6) | 573 (10.5) | 108 (6.6) |
| 263 (8.6) | 228 (9.5) | 35 (5.1) |
| 418 (10.4) | 345 (11.3) | 73 (7.6) |
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| Antiarrhythmic agents | 575 (8.1) | 463 (8.5) | 112 (6.8) |
| 272 (8.8) | 222 (9.3) | 50 (7.3) | 0.106 | 303 (7.6) | 241 (7.9) | 62 (6.5) | 0.145 |
| Beta-blockers | 1392 (19.7) | 1105 (20.3) | 287 (17.5) |
| 548 (17.8) | 457 (19.1) | 91 (13.3) |
| 844 (21.1) | 648 (21.3) | 196 (20.5) | 0.606 |
| Thiazide diuretics | 1545 (21.8) | 1237 (22.7) | 308 (18.8) |
| 596 (19.4) | 488 (20.4) | 108 (15.8) |
| 949 (23.7) | 749 (24.6) | 200 (20.9) |
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| Loop diuretics | 1662 (23.5) | 1344 (24.7) | 318 (19.4) |
| 667 (21.7) | 560 (23.4) | 107 (15.6) |
| 995 (24.8) | 784 (25.7) | 211 (22.0) |
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| Mineralocorticoid receptor antagonists | 573 (8.1) | 467 (8.6) | 106 (6.5) |
| 265 (8.6) | 226 (9.5) | 39 (5.7) |
| 308 (7.7) | 241 (7.9) | 67 (7.0) | 0.359 |
| Calcium channel blockers | 2047 (28.9) | 1621 (29.8) | 426 (25.9) |
| 815 (26.5) | 662 (27.7) | 153 (22.3) |
| 1232 (30.8) | 959 (31.5) | 273 (28.5) | 0.086 |
| Statins | 4721 (66.7) | 3528 (64.9) | 1193 (72.7) |
| 2077 (67.5) | 1580 (66.1) | 497 (72.6) |
| 2644 (66.0) | 1948 (63.9) | 696 (72.7) |
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| Lipid-lowering agents other than statins d | 589 (8.3) | 438 (8.1) | 151 (9.2) | 0.142 | 244 (7.9) | 184 (7.7) | 60 (8.8) | 0.365 | 345 (8.6) | 254 (8.3) | 91 (9.5) | 0.258 |
In the case of categorical variables, values representing the frequency and the percentages are provided in parentheses (% of n). In the case of continuous variables, means ± standard deviations are provided. CV—cardiovascular; TIA—transient ischaemic attack; MI—myocardial infarction; COPD—chronic obstructive pulmonary disease; ACEI—angiotensin-converting enzyme inhibitor; ARB—angiotensin receptor blocker; p—statistical significance between persistent and non-persistent patients according to the χ2-test; * statistical significance according to the Mann–Whitney U test; in the case of statistical significance (p < 0.05), the values are expressed in bold. a The time period covered by “history”—5 years before the index date of this study. b New user of ACEIs/ARBs—patient in whom ACEI/ARB treatment was initiated in association with the diagnosis of peripheral arterial disease. c Co-payment—calculated as the cost of ACEI/ARB treatment paid by the patient per month. d Lipid-lowering agents other than statins–ezetimibe and fibrates.
Figure 2Persistence with angiotensin-converting enzyme inhibitors/angiotensin receptor blockers in males and females.
Figure 3Differences in persistence between users of angiotensin-converting enzyme inhibitors (ACEIs) and angiotensin receptor blockers (ARBs) (a) in the whole study cohort; (b) among males; and (c) among females.
Multivariate analysis of the association between patient- and medication-related characteristics, and the probability of non-persistence in the whole study cohort and in the groups of males and females.
| Factor | The Whole Study Cohort | Males | Females |
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| Age | 0.99 (0.98–1.00) | 1.00 (0.98–1.01) |
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| Female sex | 1.08 (0.97–1.21) | ||
| University education | 0.98 (0.80–1.19) | 1.04 (0.82–1.31) | 0.79 (0.53–1.19) |
| Employed patients | 0.87 (0.69–1.10) | 0.77 (0.57–1.05) | 1.06 (0.73–1.53) |
| History of ischemic stroke | 0.98 (0.85–1.13) | 0.90 (0.72–1.13) | 1.03 (0.85–1.25) |
| History of TIA | 1.06 (0.87–1.30) | 1.14 (0.82–1.60) | 1.00 (0.78–1.29) |
| History of MI | 0.97 (0.77–1.22) | 1.01 (0.71–1.42) | 0.94 (0.69–1.28) |
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| Number of comorbid conditions | 1.03 (0.93–1.14) | 0.92 (0.79–1.07) | 1.11 (0.98–1.27) |
| Chronic heart failure | 1.04 (0.82–1.32) | 1.36 (0.93–2.00) | 0.91 (0.67–1.23) |
| Atrial fibrillation |
| 0.98 (0.72–1.34) |
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| Diabetes mellitus |
| 0.87 (0.69–1.09) |
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| Hypercholesterolemia | 0.95 (0.82–1.10) | 0.92 (0.73–1.16) | 0.95 (0.78–1.16) |
| Dementia |
| 0.92 (0.61–1.38) |
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| Depression | 1.10 (0.91–1.32) | 1.13 (0.80–1.61) | 1.02 (0.81–1.28) |
| Anxiety disorders | 1.02 (0.88–1.19) | 1.16 (0.89–1.50) | 0.95 (0.78–1.15) |
| Parkinson’s disease | 1.02 (0.77–1.34) | 1.10 (0.67–1.80) | 0.94 (0.67–1.32) |
| Epilepsy | 1.04 (0.76–1.44) | 1.23 (0.76–1.98) | 0.91 (0.58–1.41) |
| Bronchial asthma/COPD | 1.04 (0.89–1.23) | 1.04 (0.80–1.34) | 1.03 (0.83–1.28) |
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| Initially administered ACEI/ARB | |||
| Perindopril | 1.00 | 1.00 | 1.00 |
| Lisinopril | 1.10 (0.88–1.37) | 1.09 (0.77–1.55) | 1.11 (0.83–1.48) |
| Ramipril | 0.88 (0.75–1.03) |
| 1.01 (0.82–1.24) |
| Enalapril |
| 0.51 (0.23–1.16) | 0.50 (0.24–1.07) |
| Spirapril | 1.19 (0.38–3.70) | 0.67 (0.09–4.83) | 1.76 (0.43–7.16) |
| Trandolapril | 0.88 (0.75–1.02) |
| 0.94 (0.77–1.15) |
| Quinapril | 0.84 (0.69–1.03) |
| 0.95 (0.74–1.21) |
| Imidapril |
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| 1.53 (0.97–2.41) |
| Fosinopril |
| 1.37 (0.64–2.93) | 1.68 (0.99–2.83) |
| Valsartan |
| 1.30 (0.82–2.06) |
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| Losartan | 0.71 (0.47–1.08) | 0.53 (0.26–1.08) | 0.88 (0.53–1.47) |
| Telmisartan | 1.02 (0.69–1.50) | 0.81 (0.42–1.59) | 1.14 (0.71–1.84) |
| Candesartan | 0.90 (0.58–1.40) | 0.65 (0.27–1.58) | 1.08 (0.65–1.80) |
| Irbesartan | 1.72 (0.64–4.61) | 1.54 (0.38–6.26) | 1.89 (0.47–7.71) |
| New user of ACEIs/ARBs b |
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| Patient’s co-payment (EUR) c | 0.98 (0.97–1.01) | 0.98 (0.95–1.01) | 0.99 (0.97–1.01) |
| General practitioner as index prescriber |
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| Number of medications |
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| Number of CV medications |
| 1.06 (0.97–1.15) |
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| Antiplatelet agents | 0.93 (0.83–1.05) | 0.97 (0.79–1.18) | 0.91 (0.78–1.07) |
| Anticoagulants | 0.93 (0.80–1.07) | 1.00 (0.80–1.26) | 0.89 (0.74–1.07) |
| Cardiac glycosides | 0.84 (0.67–1.05) | 0.79 (0.53–1.16) | 0.89 (0.68–1.18) |
| Antiarrhythmic agents | 0.96 (0.77–1.21) | 0.96 (0.68–1.36) | 1.00 (0.74–1.35) |
| Beta-blockers |
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| 0.92 (0.77–1.11) |
| Thiazide diuretics |
| 0.81 (0.64–1.02) |
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| Loop diuretics | 0.94 (0.80–1.11) | 0.87 (0.66–1.15) | 0.98 (0.81–1.20) |
| Mineralocorticoid receptor antagonists | 1.04 (0.82–1.31) | 0.88 (0.60–1.30) | 1.21 (0.90–1.62) |
| Calcium channel blockers |
| 0.82 (0.66–1.02) |
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| Statins |
| 1.20 (0.98–1.46) |
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| Lipid-lowering agents other than statins d | 1.09 (0.91–1.30) | 1.13 (0.84–1.51) | 1.06 (0.84–1.33) |
Values represent hazard ratios (95% confidence intervals). In the case of statistical significance (p < 0.05), the values are expressed in bold. CV—cardiovascular; TIA—transient ischaemic attack; MI—myocardial infarction; COPD—chronic obstructive pulmonary disease; ACEI—angiotensin-converting enzyme inhibitor; ARB—angiotensin receptor blocker. a The time period covered by “history”—5 years before the index date of this study. b New user of ACEIs/ARBs—patient in whom ACEI/ARB treatment was initiated in association with the diagnosis of peripheral arterial disease. c Co-payment—calculated as the cost of ACEI/ARB treatment paid by the patient per month. d Lipid lowering agents other than statins—ezetimibe and fibrates.