Prognostic Impact of Frailty in Transcatheter Aortic Valve Implantation
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design and Population
2.2. Baseline Variables
2.3. Risk Scores
2.4. Procedural Details
2.5. Outcomes
2.6. Statistical Analysis
3. Results
4. Discussion
Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| ACEF | Age, Creatinine, and Ejection Fraction |
| ADL | Activities of Daily Living |
| AUC ROC | Area under receiver operating characteristic curve |
| CDT | Clock Drawing Test |
| CI | Confidence interval |
| EFT | Essential Frailty Toolset |
| EuroSCORE II | European System for Cardiac Operative Risk Evaluation II |
| FRANCE-2 | French Aortic National CoreValve and Edwards 2 |
| HALP | Haemoglobin–albumin–lymphocyte–platelet |
| HR | Hazard ratios |
| IQR | Interquartile range |
| MACE | Major adverse cardiovascular event |
| PROM | Patient-reported outcome measure |
| SD | Standard deviation |
| STS-PROM | Society of Thoracic Surgeons Predicted Risk of Mortality |
| TAVI | Transcatheter aortic valve implantation |
| VARC-2 | Valvular Academic Research Consortium-2 |
References
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| Score | Variables Included | Calculation | Risk Interpretation |
|---|---|---|---|
| ACEF [19] | Age; Serum creatinine; Left ventricular ejection fraction (LVEF) | Age (years)/LVEF (%) +1 (if creatinine > 2.0 mg/dL) | Higher score = higher mortality risk |
| FRANCE-2 [18] | Advanced age; Low BMI; NYHA IV; Pulmonary oedema; Pulmonary hypertension; Critical preoperative state; Respiratory insufficiency; Dialysis; Delivery approach | Sum of predefined clinical risk variables | Higher score = increased early mortality after TAVI |
| EFT [6] | Chair rise test; Cognitive function; Hemoglobin; Serum albumin | 0–5 points total based on predefined thresholds | Higher score = greater frailty and mortality risk |
| Katz Index [16] | Bathing; Dressing; Toileting; Transferring; Continence; Feeding | 1 point per independent activity (0–6) | Lower score = greater functional dependence |
| HALP [13,14,15] | Hemoglobin; Albumin; Lymphocyte count; Platelet count | (Hemoglobin × albumin × lymphocytes) ÷ platelets | Lower score = worse nutritional/inflammatory status and poorer prognosis |
| Variables | All (n = 528) N (%) Mean (±SD) Median (IQR) | Survivors (n = 461) N (%) Mean (±SD) Median (IQR) | Non-Survivors (n = 67) N (%) Mean (±SD) Median (IQR) | p-Value |
|---|---|---|---|---|
| Demographic and clinical characteristics | ||||
| Age (years) | 80 (76–83) | 80 (76–83) | 81 (76–84) | 0.308 |
| Sex | 0.495 | |||
| Male | 271 (51.3) | 234 (50.8) | 37 (55.2) | |
| Female | 257 (48.7) | 227 (49.2) | 30 (44.8) | |
| Body mass index (kg/m2) | 28.3 (24.9–31.7) | 28.4 (25.0–31.9) | 27.8 (24.1–31.0) | 0.351 |
| New York Heart Association classification | 0.069 | |||
| Class I | 12 (2.3) | 10 (2.2) | 2 (3.0) | |
| Class II | 244 (46.2) | 221 (47.9) | 23 (34.3) | |
| Class III | 234 (44.3) | 201 (43.6) | 33 (49.3) | |
| Class IV | 38 (7.2) | 29 (6.3) | 9 (13.4) | |
| Arterial hypertension | 462 (87.5) | 406 (88.1) | 56 (83.6) | 0.300 |
| Diabetes mellitus | 198 (37.5) | 172 (37.3) | 26 (38.8) | 0.813 |
| Chronic obstructive pulmonary disease or asthma | 68 (12.9) | 58 (12.6) | 10 (14.9) | 0.593 |
| Pulmonary hypertension | 300 (56.8) | 253 (54.9) | 47 (70.1) | 0.019 * |
| Atrial fibrillation | 216 (40.9) | 181 (39.3) | 35 (52.2) | 0.044 * |
| Coronary artery disease | 212 (40.2) | 177 (38.4) | 35 (52.2) | 0.031 * |
| Peripheral artery disease | 78 (14.8) | 62 (13.4) | 16 (23.9) | 0.025 * |
| Carotid artery stenosis | 90 (17.0) | 77 (16.7) | 13 (19.4) | 0.583 |
| Prior myocardial infarction | 86 (16.3) | 69 (15.0) | 17 (25.4) | 0.031 * |
| Prior cerebrovascular insult | 50 (9.5) | 37 (8.0) | 13 (19.4) | 0.003 * |
| Cognition impaired | 207 (39.2) | 165 (35.8) | 42 (62.7) | <0.001 * |
| Laboratory parameters | ||||
| Hemoglobin (g/L) | 127 ± 17 | 128 ± 17 | 122 ± 17 | 0.015 * |
| Hematocrit (L/L) | 0.39 ± 0.05 | 0.39 ± 0.05 | 0.37 ± 0.05 | 0.019 * |
| Platelet count (×109/L) | 207 (167–252) | 206 (168–252) | 212 (147–241) | 0.402 |
| Lymphocyte count (×109/L) | 1.4 (1.1–1.8) | 1.4 (1.1–1.8) | 1.3 (1.0–1.9) | 0.609 |
| Total cholesterol (mmol/L) | 4.2 (3.4–5.2) | 4.2 (3.5–5.2) | 4.0 (3.1–5.2) | 0.083 |
| Low-density lipoprotein cholesterol (mmol/L) | 2.4 (1.8–3.2) | 2.4 (1.8–3.2) | 2.2 (1.6–3.3) | 0.328 |
| High-density lipoprotein cholesterol (mmol/L) | 1.3 (1.0–1.5) | 1.3 (1.1–1.5) | 1.2 (0.9–1.3) | 0.001 * |
| Triglycerides (mmol/L) | 1.1 (0.9–1.6) | 1.1 (0.9–1.6) | 1.1 (0.9–1.4) | 0.411 |
| Estimated glomerular filtration rate (mL/min/1.73 m2) | 57 (42–73) | 58 (43–74) | 50 (35–67) | 0.017 * |
| C-reactive protein (mg/L) | 2.9 (1.3–7.1) | 2.8 (1.3–6.9) | 4.2 (2.4–9.9) | 0.019 * |
| N-terminal pro–B-type natriuretic peptide (pg/mL) | 2315 (781–5610) | 2044 (779–5018) | 4914 (907–10,191) | 0.005 * |
| Albumin (g/L) | 41 (39–44) | 41 (39–44) | 39 (36–43) | 0.002 * |
| Scores | ||||
| ACEF score | 1.6 (1.4–2.3) | 1.6 (1.4–2.2) | 2.0 (1.4–2.9) | 0.008 * |
| FRANCE-2 score | 1 (1–2) | 1 (1–2) | 3 (1–4) | <0.001 * |
| EFT | 2 (1–2) | 1 (1–2) | 2 (2–4) | <0.001 * |
| Katz Index | 5 (4–6) | 5 (4–6) | 4 (3–5) | <0.001 * |
| HALP score | 36.10 (24.90–50.60) | 36.36 (25.15–50.33) | 33.92 (21.04–54.14) | 0.572 |
| EuroSCORE II | 3.63 (2.22–6.80) | 3.45 (2.07–6.28) | 5.52 (3.13–11.32) | <0.001* |
| STS score | 4.93 (3.22–8.02) | 4.69 (3.09–7.51) | 7.43 (4.70–11.97) | <0.001 * |
| Type of transcatheter valve | 0.090 | |||
| Balloon-expandable valve | 337 (63.8) | 288 (62.5) | 49 (73.1) | |
| Self-expandable valve | 191 (36.2) | 173 (37.5) | 18 (26.9) | |
| Access route | 0.258 | |||
| Transfemoral | 509 (96.4) | 447 (97.0) | 62 (92.5) | |
| Transaxillary | 5 (0.9) | 4 (0.9) | 1 (1.5) | |
| Subclavian | 2 (0.4) | 2 (0.4) | 0 (0.0) | |
| Transapical | 10 (1.9) | 6 (1.3) | 4 (6.0) | |
| Transaortic | 2 (0.4) | 2 (0.4) | 0 (0.0) | |
| Echocardiographic parameters before TAVI | ||||
| Maximum aortic jet velocity (m/s) | 4.4 (4.0–4.9) | 4.5 (4.0–4.9) | 4.3 (4.0–4.8) | 0.295 |
| Maximum transvalvular pressure gradient (mmHg) | 79 (65–95) | 80 (66–95) | 74 (60–90) | 0.059 |
| Mean transvalvular pressure gradient (mmHg) | 47 (38–59) | 47 (39–59) | 47 (36–58) | 0.375 |
| Aortic valve area (cm2) | 0.7 (0.6–0.9) | 0.7 (0.6–0.9) | 0.7 (0.5–0.9) | 0.817 |
| Left ventricular ejection fraction (%) | 56 (45–60) | 57 (46–60) | 54 (40–60) | 0.032 * |
| Echocardiographic parameters after TAVI | ||||
| Maximum aortic jet velocity (m/s) | 2.2 (2.0–2.5) | 2.2 (2.0–2.5) | 2.2 (1.9–2.8) | 0.449 |
| Maximum transvalvular pressure gradient (mmHg) | 20 (16–25) | 20 (16–25) | 19 (15–29) | 0.820 |
| Mean transvalvular pressure gradient (mmHg) | 11 (9–14) | 11 (9–14) | 12 (9–17) | 0.229 |
| Aortic valve area (cm2) | 1.9 (1.7–2.2) | 2.0 (1.7–2.2) | 1.9 (1.7–2.0) | 0.066 |
| Left ventricular ejection fraction (%) | 55 (50–61) | 55 (50–61) | 52 (41–64) | 0.138 |
| Variables | N (%) |
|---|---|
| Primary outcomes | |
| Thirty-day all-cause mortality | 14 (2.7) |
| Six-month all-cause mortality | 38 (7.2) |
| One-year all-cause mortality | 67 (12.7) |
| Secondary outcomes | |
| Hard MACE 1 | 16 (3.0) |
| Extended MACE 2 | 40 (7.6) |
| Psychiatric complications | 70 (13.3) |
| Procedural complications 3 | 138 (26.1) |
| Score | Cut-Off | Sensitivity | Specificity | Youden’s J | AUC | p-Value |
|---|---|---|---|---|---|---|
| One-year mortality | ||||||
| ACEF score | ≥2.3 | 43.3% | 75.9% | 0.192 | 0.601 | 0.010 |
| FRANCE-2 score | ≥3 | 52.2% | 82.9% | 0.351 | 0.699 | <0.001 |
| EFT | ≥2 | 81.3% | 50.3% | 0.315 | 0.720 | <0.001 |
| Katz Index | ≤4 | 68.8% | 72.5% | 0.413 | 0.746 | <0.001 |
| HALP score | ≤21.21 | 27.0% | 82.2% | 0.092 | 0.522 | 0.601 |
| EuroSCORE II | ≥7.00 | 44.8% | 79.6% | 0.244 | 0.664 | <0.001 |
| STS score | ≥6.20 | 63.1% | 66.5% | 0.295 | 0.680 | <0.001 |
| Cognition impaired | Yes | 62.7% | 64.2% | 0.269 | 0.634 | <0.001 |
| One-year hard MACE | ||||||
| ACEF score | ≥1.6 | 62.5% | 50.0% | 0.125 | 0.521 | 0.782 |
| FRANCE-2 score | ≥4 | 31.3% | 86.7% | 0.180 | 0.618 | 0.083 |
| EFT | ≥3 | 42.9% | 76.4% | 0.193 | 0.641 | 0.028 |
| Katz Index | ≤5 | 78.6% | 33.5% | 0.121 | 0.575 | 0.310 |
| HALP score | ≤25.15 | 43.8% | 74.6% | 0.184 | 0.562 | 0.432 |
| EuroSCORE II | ≥2.97 | 81.3% | 38.5% | 0.197 | 0.518 | 0.784 |
| STS score | ≥4.26 | 87.5% | 40.9% | 0.284 | 0.613 | 0.117 |
| Cognition impaired | Yes | 56.3% | 61.3% | 0.176 | 0.588 | 0.176 |
| Score | Model 1 | Model 2 | Model 3 | Model 4 | ||||
|---|---|---|---|---|---|---|---|---|
| HR (95% CI, p) | C-Index | HR (95% CI, p) | C-Index | HR (95% CI, p) | C-Index | HR (95% CI, p) | C-Index | |
| One-year mortality | ||||||||
| ACEF score | 1.36 (1.15–1.61, <0.001) | 0.602 | 1.36 (1.15–1.62, <0.001) | 0.612 | - | - | - | - |
| FRANCE-2 score | 1.33 (1.23–1.45, <0.001) | 0.693 | 1.33 (1.22–1.44, <0.001) | 0.709 | - | - | - | - |
| EFT | 1.91 (1.52–2.40, <0.001) | 0.710 | 1.95 (1.54–2.47, <0.001) | 0.718 | 1.97 (1.55–2.50, <0.001) | 0.719 | 1.91 (1.47–2.48, <0.001) | 0.761 |
| Katz Index | 0.56 (0.47–0.68, <0.001) | 0.731 | 0.55 (0.45–0.67, <0.001) | 0.737 | 0.55 (0.45–0.67, <0.001) | 0.744 | 0.57 (0.47–0.70, <0.001) | 0.777 |
| HALP score | 1.00 (0.99–1.01, 0.736) | 0.522 | 1.00 (0.99–1.01, 0.758) | 0.565 | 1.00 (0.99–1.01, 0.706) | 0.574 | 1.00 (0.99–1.01, 0.973) | 0.708 |
| EuroSCORE II | 1.06 (1.03–1.08, <0.001) | 0.657 | 1.06 (1.04–1.08, <0.001) | 0.647 | - | - | - | - |
| STS score | 1.00 (1.00–1.00, <0.001) | 0.674 | 1.00 (1.00–1.00, <0.001) | 0.669 | - | - | - | - |
| Cognition impaired | 2.81 (1.71–4.61, <0.001) | 0.627 | 2.90 (1.76–4.76, <0.001) | 0.649 | 2.93 (1.78–4.84, <0.001) | 0.659 | 2.24 (1.34–3.75, 0.002) | 0.741 |
| One-year hard MACE | ||||||||
| ACEF score | 1.08 (0.69–1.69, 0.726) | 0.485 | 1.08 (0.69–1.70, 0.741) | 0.590 | - | - | - | - |
| FRANCE-2 score | 1.25 (1.04–1.50, 0.017) | 0.634 | 1.24 (1.04–1.48, 0.019) | 0.686 | - | - | - | - |
| EFT | 1.53 (1.00–2.34, 0.052) | 0.657 | 1.58 (1.02–2.43, 0.040) | 0.685 | 1.63 (1.05–2.54, 0.031) | 0.694 | 1.42 (0.92–2.21, 0.117) | 0.805 |
| Katz Index | 0.82 (0.53–1.26, 0.366) | 0.582 | 0.82 (0.52–1.27, 0.366) | 0.641 | 0.80 (0.51–1.25, 0.322) | 0.644 | 0.92 (0.57–1.49, 0.742) | 0.790 |
| HALP score | 0.99 (0.96–1.01, 0.369) | 0.566 | 0.99 (0.96–1.02, 0.391) | 0.623 | 0.99 (0.96–1.01, 0.355) | 0.641 | 0.99 (0.96–1.02, 0.492) | 0.776 |
| EuroSCORE II | 0.98 (0.88–1.09, 0.678) | 0.470 | 0.98 (0.88–1.09, 0.692) | 0.558 | - | - | - | - |
| STS score | 1.06 (0.99–1.12, 0.082) | 0.623 | 1.05 (0.99–1.02, 0.110) | 0.658 | - | - | - | - |
| Cognition impaired | 2.16 (0.81–5.81, 0.126) | 0.597 | 2.29 (0.85–6.15, 0.101) | 0.647 | 2.43 (0.89–6.66, 0.084) | 0.674 | 1.98 (0.69–5.64, 0.150) | 0.777 |
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Jurin, I.; Unić, D.; Pavlović, N.; Pavlov, M.; Gjorgjievska, S.; Šipić, T.; Manola, Š.; Rudež, I.; Šerman, A.; Bulum, A.; et al. Prognostic Impact of Frailty in Transcatheter Aortic Valve Implantation. J. Cardiovasc. Dev. Dis. 2026, 13, 137. https://doi.org/10.3390/jcdd13030137
Jurin I, Unić D, Pavlović N, Pavlov M, Gjorgjievska S, Šipić T, Manola Š, Rudež I, Šerman A, Bulum A, et al. Prognostic Impact of Frailty in Transcatheter Aortic Valve Implantation. Journal of Cardiovascular Development and Disease. 2026; 13(3):137. https://doi.org/10.3390/jcdd13030137
Chicago/Turabian StyleJurin, Ivana, Daniel Unić, Nikola Pavlović, Marin Pavlov, Savica Gjorgjievska, Tomislav Šipić, Šime Manola, Igor Rudež, Ana Šerman, Antonio Bulum, and et al. 2026. "Prognostic Impact of Frailty in Transcatheter Aortic Valve Implantation" Journal of Cardiovascular Development and Disease 13, no. 3: 137. https://doi.org/10.3390/jcdd13030137
APA StyleJurin, I., Unić, D., Pavlović, N., Pavlov, M., Gjorgjievska, S., Šipić, T., Manola, Š., Rudež, I., Šerman, A., Bulum, A., Gjuras, K., & Hadžibegović, I. (2026). Prognostic Impact of Frailty in Transcatheter Aortic Valve Implantation. Journal of Cardiovascular Development and Disease, 13(3), 137. https://doi.org/10.3390/jcdd13030137

