Prognostic Impact of Statins in Heart Failure with Preserved Ejection Fraction
Abstract
:1. Introduction
2. Materials and Methods
2.1. Design
2.2. Population, Study Scope and Recruitment
2.3. Study Variables
2.4. Statistical Analysis
2.5. Ethical Considerations
3. Results
3.1. Descriptive Analysis
3.2. Characteristics of Patients on Statin Therapy
3.3. Factors Related to Mortality
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. RICA Registry Members
References
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Total N = 2788 | Statin-Treated N = 1121 (40.2%) | Non-Statin-Treated N = 1667 (59.8%) | p | OR (95% CI) | |
---|---|---|---|---|---|
Demographics | |||||
Age (years).* | 80.1 ± 7.8 | 79.4 ± 7.6 | 80.5 ± 8 | <0.001 | 0.98 (0.97–0.99) |
Sex: Women, ** Men, ** | 1757 (63) 1031 (37) | 703 (62.7) 418 (37.3) | 1054 (63.2) 613 (36.8) | 0.782 | 0.97 (0.84–1.14) |
Comorbidities | |||||
Hypertension, ** | 2470 (88.6) | 1040 (92.8) | 1430 (85.8) | <0.001 | 2.13 (1.63–2.77) |
Diabetes, ** | 1255 (45) | 631 (56.3) | 624 (37.4) | <0.001 | 0.47 (0.40–0.54) |
Dyslipidaemia, ** | 1368 (49.1) | 921 (82.2) | 447 (26.8) | <0.001 | 0.08 (0.07–0.09) |
Obesity (BMI > 30), ** | 1204 (43.2) | 520 (46.4) | 684 (41) | 0.005 | 1.24 (1.07–1.45) |
Myocardial infarction, ** | 465 (16.7) | 308 (27.5) | 157 (9.4) | <0.001 | 0.27 (0.22–0.34) |
Stroke, ** | 370 (13.3) | 189 (16.9) | 181 (10.9) | <0.001 | 0.60 (0.48–0.75) |
Peripheral arterial disease, ** | 250 (9) | 127 (11.3) | 123 (7.3) | <0.001 | 0.62 (0.48–0.81) |
Atrial fibrillation (ECG), ** | 1699 (60.9) | 626 (55.8) | 1073 (64.6) | <0.001 | 0.70 (0.60–0.82) |
COPD, ** | 651 (23.4) | 236 (21.1) | 415 (24.9) | 0.019 | 1.24 (1.04–1.49) |
Dementia, ** | 141 (5.1) | 42 (3.7) | 99 (5.9) | 0.010 | 1.62 (1.12–2.35) |
Neoplasia, ** | 311 (11.2) | 115 (10.3) | 196 (11.8) | 0.218 | 1.17 (0.91–1.49) |
Anaemia, ** | 1613 (57.9) | 667 (59.5) | 946 (56.7) | 0.149 | 1.12 (0.96–1.31) |
eGFR < 60 mL/min, ** | 1624 (58.2) | 678 (60.5) | 946 (56.7) | 0.050 | 1.17 (1–1.36) |
Hyponatraemia, ** | 424 (15.2) | 171 (15.3) | 253 (15.2) | 0.956 | 1 (0.81–1.24) |
Scales of assessment | |||||
Charlson Index, * | 2.8 ± 2.4 | 3.2 ± 2.4 | 2.55 ± 2.3 | <0.001 | 1.12 (1.08–1.16) |
Barthel Index, * | 80.6 ± 23 | 82.4 ± 21.9 | 79.4 ± 23.7 | <0.001 | 1.006 (1.002–1.009) |
Barthel Index < 60, ** | 470 (16.9) | 161 (14.4) | 309 (18.5) | 0.004 | 0.74 (0.60–0.91) |
Pfeiffer Test, * | 1.63 ± 2 | 1.5 ± 1.8 | 1.7 ± 2.1 | 0.003 | 0.94 (0.91–0.98) |
Pfeiffer Test ≥ 3 wrong, ** | 628 (25.4) | 237 (22.8) | 391 (27.2) | 0.012 | 0.79 (0.65–0.95) |
Total N = 2788 | Statin-Treated N = 1121 (40.2%) | Non-Statin-Treated N = 1667 (59.8%) | p | OR (95% CI) | |
---|---|---|---|---|---|
LVEF (%), * | 61.8 ± 8.1 | 61.3 ± 8.3 | 62.1 ± 7.8 | 0.014 | 0.988 (0.98–0.99) |
LAD (mm) | 47 (41–52) | 46(41–51) | 48 (42–53) | <0.001 | 1.012 (1.001–1.023) |
PASP (mmHg) | 45 (37–56) | 45 (35–54.5) | 46 (38–58) | 0.010 | 1.013 (1.006–1.019) |
LVESD (mm) | 31 (26–37) | 31 (26–37) | 30.5 (26–37) | 0.263 | 0.997 (0.989–1.005) |
LVEDD (mm) | 48 (42–53) | 48 (42.5–53) | 47.3 (42–52) | 0.251 | 0.996 (0.987–1.004) |
NYHA: I–II, ** III–IV, ** | 1782 (65.1) 954 (34.9) | 750 (67.4) 363 (32.6) | 1032 (63.6) 591 (36.4) | 0.040 | 0.85 (0.72–0.99) |
debut HF, ** | 928 (33.3) | 367 (32.7) | 561 (33.7) | 0.615 | 0.96 (0.82–1.13) |
Aetiology of HF | |||||
Hypertensive ** | 1393 (50) | 535 (47.7) | 858 (51.5) | 0.053 | 0.86 (0.74–1) |
Ischaemic, ** | 438 (15.7) | 278 (24.8) | 160 (9.6) | <0.001 | 3.12 (2.51–3.84) |
Valvular, ** | 565 (20.3) | 186 (16.6) | 379 (22.7) | <0.001 | 0.68 (0.56–0.82) |
Hypertrophic, ** | 51 (1.8) | 18 (1.6) | 33 (2) | 0.470 | 0.81 (0.45–1.44) |
Alcoholic, ** | 10 (0.4) | 3 (0.3) | 7 (0.4) | 0.510 | 0.64 (0.16–2.47) |
Non-affiliated, ** | 164 (5.9) | 50 (4.5) | 114 (6.8) | 0.009 | 0.64 (0.45–0.90) |
Others, **,† | 147 (5.3) | 39 (3.5) | 108 (6.5) | 0.001 | 0.52 (0.36–0.76) |
Vital signs | |||||
SBP (mmHg), * | 140.3 ± 27.1 | 142.2 ± 27.4 | 139 ± 26.8 | 0.002 | 1.004 (1.002–1.007) |
DBP (mmHg), * | 75 ± 15.9 | 74.8 ± 15.6 | 75.1 ± 16 | 0.590 | 0.99 (0.992–0.996) |
HR (lpm), * | 86.1 ± 22.3 | 84.8 ± 21.4 | 86.9 ± 22.8 | 0.015 | 0.999 (0.994–1.003) |
Blood test data | |||||
Cr (mg/dL), * | 1.3 ± 0.7 | 1.3 ± 0.7 | 1.3 ± 0.7 | 0.065 | 1.11 (0.99–1.24) |
Hb (g/dL), * | 11.9 ± 2 | 11.8 ± 2 | 11.9 ± 2 | 0.271 | 0.98 (0.94–1.02) |
NT-proBNP (pg/mL), *** | 2954 [1429.5–6343.5] | 2831 [1330–6481] | 3096 [1461–6304.5] | 0.469 | 1.01 (0.99–1.03) |
C-reactive protein (mg/L) *** | 5.9 [1.5–17.2] | 5.5 [1.5–18.7] | 6.3 [1.6–17] | 0.865 | 1.000 (0.997–1.003) |
Discharge treatment | |||||
ACE inh., ** | 994 (35.7) | 413 (36.8) | 581 (34.9) | 0.282 | 1.09 (0.93–1.28) |
ARBs, ** | 838 (30.1) | 401 (35.8) | 437 (26.2) | <0.001 | 1.57 (1.33–1.85) |
ACE inh. or ARBs, ** | 1809 (64.9) | 804 (71.7) | 1005 (60.3) | <0.001 | 1.67 (1.42–1.97) |
Beta-blockers, ** | 1437 (51.5) | 671 (59.9) | 766 (46) | <0.001 | 1.75 (1.50–2.05) |
Loop diuretics, ** | 2383 (85.5) | 1012 (90.3) | 1371 (82.2) | <0.001 | 2.00 (1.59–2.53) |
Aldosterone antagonists, ** | 621 (22.3) | 254 (22.7) | 367 (22) | 0.689 | 1.04 (0.86–1.24) |
Thiazide diuretics, ** | 290 (10.4) | 123 (11) | 167 (10) | 0.418 | 0.90 (0.71–1.16) |
Ivabradine, ** | 28 (1) | 20 (1.8) | 8 (0.5) | 0.001 | 3.77 (1.65–8.58) |
Digoxin, ** | 550 (19.7) | 180 (16.1) | 370 (22.2) | <0.001 | 0.67 (0.55–0.82) |
Deaths and readmissions after 1 year | |||||
Deaths, ** | 514 (18.4) | 165 (14.7) | 349 (20.9) | <0.001 | 0.65 (0.53–0.80) |
Readmissions, ** | 1098 (39.4) | 468 (41.8) | 630 (37.8) | 0.033 | 0.85 (0.72–0.99) |
Readmissions for HF, ** | 636 (22.8) | 286 (25.5) | 350 (21) | 0.005 | 0.78 (0.65–0.93) |
Overall | ||||
---|---|---|---|---|
Univariable Analysis | Multivariable Analysis | |||
OR (95% CI) | p | HR (95% CI) | p | |
Age | 1.04 (1.03–1.06) | <0.001 | 1.02 (1.01–1.04) | <0.001 |
Women | 0.79 (0.65–0.97) | 0.02 | 0.72 (0.59–0.87) | <0.001 |
Hypertension | 0.97 (0.72–1.31) | 0.83 | ___ | |
Diabetes | 1.05 (0.87–1.23) | 0.59 | ___ | |
Dyslipidaemia | 1.11 (0.92–1.35) | 0.27 | ___ | |
Obesity (BMI > 30) | 0.70 (0.58–0.86) | 0.001 | 0.76 (0.64–0.94) | 0.008 |
Myocardial infarction | 1.15 (0.89–1.47) | 0.28 | ___ | |
Atrial fibrillation | 1.28 (1.05–1.56) | 0.017 | 0.99 (0.82–1.21) | 0.945 |
COPD | 0.77 (0.62–9.95) | 0.015 | 1.13 (0.92–1.40) | 0.246 |
Dementia | 2.17 (1.51–3.15) | 0.009 | 1.53 (1.11–2.11) | 0.009 |
Neoplasia | 1.51 (1.14–1.99) | 0.004 | 1.22 (0.95–1.57) | 0.129 |
Anaemia | 1.59 (1.30–1.94) | <0.001 | 1.28 (1.06–1.55) | 0.011 |
eGFR < 60 mL/min/1.73 m2 | 1.71 (1.40–2.10) | <0.001 | 1.57 (1.30–1.91) | <0.001 |
Hiyponatraemia | 1.48 (1.15–1.89) | 0.002 | 1.26 (1.01–1.58) | 0.040 |
Barthel Index ≤ 60 | 2.36 (1.88–2.95) | <0.001 | 1.77 (1.43–2.18) | <0.001 |
NYHA (III–IV) | 1.90 (1.56–2.31) | <0.001 | 1.56 (1.30–1.87) | <0.001 |
SBP | 0.99 (0.990–0.997) | 0.001 | 0.99 (0.994–1.001) | 0.223 |
HR | 0.997 (0.99–1.00) | 0.14 | ___ | |
ACE inh o ARBs | 0.78 (0.64–0.95) | 0.012 | 0.93 (0.78–1.12) | 0.465 |
Beta-blockers | 0.82 (0.67–0.98) | 0.032 | 0.96 (0.81–1.16) | 0.695 |
Aldosterone antagonists | 1.30 (1.05–1.61) | <0.001 | 1.34 (1.10–1.62) | 0.004 |
Digoxin | 1.40 (1.11–1.76) | 0.004 | 1.34 (1.08–1.66) | 0.007 |
Statins | 0.65 (0.53–0.80) | <0.001 | 0.74 (0.61–0.89) | 0.002 |
Without Ischaemic Heart Disease | With Ischaemic Heart Disease | |||||||
---|---|---|---|---|---|---|---|---|
Univariable Analysis | Multivariable Analysis | Univariable Analysis | Multivariable Analysis | |||||
OR (CI 95%) | p | HR (CI 95%) | p | OR (CI 95%) | p | HR (CI 95%) | p | |
Age | 1.05 (1.03–1.07) | <0.001 | 1.03 (1.02–1.04) | <0.001 | 1.01 (0.98–1.01) | 0.500 | 1.00 (0.97–1.04) | 0.861 |
Women | 0.81 (0.66–1.01) | 0.061 | 0.76 (0.61–0.94) | 0.012 | 0.74 (0.46–1.18) | 0.200 | 0.69 (0.44–1.07) | 0.098 |
Hypertension | 1.02 (0.74–1.41) | 0.910 | ___ | 0.69 (0.32–1.48) | 0.340 | ___ | ||
Diabetes | 0.96 (0.77–1.18) | 0.680 | ___ | 0.87 (0.54–1.40) | 0.550 | ___ | ||
Dyslipidaemia | 0.84 (0.69–1.05) | 0.122 | ___ | 1.14 (0.70–1.88) | 0.620 | ___ | ||
Obesity (BMI > 30) | 0.70 (0.56–0.86) | 0.001 | 0.77 (0.63–0.95) | 0.013 | 0.78 (0.48–1.28) | 0.330 | ___ | |
Atrial fibrillation | 1.38 (1.10–1.72) | 0.006 | 1.03 (0.83–1.28) | 0.788 | 0.99 (0.62–1.59) | 0.980 | ___ | |
COPD | 1.29 (1.01–1.63) | 0.038 | 1.16 (0.92–1.46) | 0.214 | 1.41 (0.83–2.39) | 0.200 | ___ | |
Dementia | 2.07 (1.38–3.11) | <0.001 | 1.40 (0.98–2.00) | 0.069 | 2.77 (1.16–6.65) | 0.017 | 2.17 (1.07–4.41) | 0.032 |
Neoplasia | 1.42 (1.06–1.95) | 0.019 | 1.19 (0.90–1.56) | 0.228 | 1.91 (0.97–3.77) | 0.057 | ___ | |
Anaemia | 1.70 (1.36–2.11) | <0.001 | 1.28 (1.04–1.58) | 0.020 | 1.09 (0.67–1.79) | 0.730 | ___ | |
eGFR < 60 mL/min/1.73 m2 | 1.84 (1.47–2.31) | <0.001 | 1.67 (1.35–2.07) | <0.001 | 1.17 (0.72–1.91) | 0.530 | ___ | |
Hiyponatraemia | 1.47 (1.11–1.92) | 0.006 | 1.23 (0.96–1.57) | 0.102 | 1.54 (0.84–2.79) | 0.160 | ___ | |
Barthel Index ≤ 60 | 2.39 (1.86–3.06) | <0.001 | 1.82 (1.45–2.29) | <0.001 | 2.20 (1.28–3.77) | 0.004 | 1.66 (0.99–2.78) | 0.054 |
NYHA (III–IV) | 1.97 (1.59–2.44) | <0.001 | 1.52 (1.25–1.87) | <0.001 | 1.58 (0.97–2.57) | 0.060 | 1.45 (0.92–2.23) | 0.108 |
SBP | 0.992 (0.988–0.996) | <0.001 | 0.99 (0.993–1.001) | 0.165 | 0.999 (0.991–1.007) | 0.780 | ___ | |
HR | 0.993 (0.988–0.998) | 0.008 | 0.99 (0.992–1.001) | 0.139 | 1.015 (1.004–1.026) | 0.007 | ||
ACE inh o ARBs | 0.79 (0.64–0.98) | 0.032 | 0.98 (0.80–1.19) | 0.811 | 1.015 (1.004–1.026) | 0.007 | ||
Beta-blockers | 0.86 (0.70–1.06) | 0.160 | ___ | 0.53 (0.33–0.87) | 0.010 | 0.64 (0.41–0.99) | 0.047 | |
Aldosterone antagonists | 1.83 (1.45–2.31) | <0.001 | 1.50 (1.22–1.85) | <0.001 | 0.69 (0.38–1.26) | 0.230 | ___ | |
Digoxin | 1.40 (1.10–1.79) | 0.006 | 1.35 (1.08–1.71) | 0.010 | 1.53 (0.78–3.04) | 0.210 | ___ | |
Statins | 0.61 (0.49–0.77) | <0.001 | 0.69 (0.56–0.86) | <0.001 | 0.69 (0.43–1.11) | 0.110 | ___ |
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Ortega-Hernández, S.; González-Sosa, S.; Conde-Martel, A.; Trullàs, J.C.; Llàcer, P.; Pérez-Silvestre, J.; Arévalo-Lorido, J.C.; Casado, J.; Formiga, F.; Manzano, L.; et al. Prognostic Impact of Statins in Heart Failure with Preserved Ejection Fraction. J. Clin. Med. 2024, 13, 5844. https://doi.org/10.3390/jcm13195844
Ortega-Hernández S, González-Sosa S, Conde-Martel A, Trullàs JC, Llàcer P, Pérez-Silvestre J, Arévalo-Lorido JC, Casado J, Formiga F, Manzano L, et al. Prognostic Impact of Statins in Heart Failure with Preserved Ejection Fraction. Journal of Clinical Medicine. 2024; 13(19):5844. https://doi.org/10.3390/jcm13195844
Chicago/Turabian StyleOrtega-Hernández, Samanta, Sonia González-Sosa, Alicia Conde-Martel, Joan Carles Trullàs, Pau Llàcer, José Pérez-Silvestre, José Carlos Arévalo-Lorido, Jesús Casado, Francesc Formiga, Luis Manzano, and et al. 2024. "Prognostic Impact of Statins in Heart Failure with Preserved Ejection Fraction" Journal of Clinical Medicine 13, no. 19: 5844. https://doi.org/10.3390/jcm13195844
APA StyleOrtega-Hernández, S., González-Sosa, S., Conde-Martel, A., Trullàs, J. C., Llàcer, P., Pérez-Silvestre, J., Arévalo-Lorido, J. C., Casado, J., Formiga, F., Manzano, L., Lorenzo-Villalba, N., & Montero-Pérez-Barquero, M., on behalf of the RICA Investigators. (2024). Prognostic Impact of Statins in Heart Failure with Preserved Ejection Fraction. Journal of Clinical Medicine, 13(19), 5844. https://doi.org/10.3390/jcm13195844