- ORIGINAL ARTICLE
Temporal trends of transcatheter aortic valve implantation in a high-volume academic center over 10 years
Zenon Huczek1*, Bartosz Rymuza1*, Maciej Mazurek1, Radosław Wilimski2, Piotr Scisło1, Karol Zbroński1, Kajetan Grodecki1, Szymon Jędrzejczyk1, Ewa Pędzich-Placha1, Piotr Hendzel2, Krzysztof J Filipiak1, Grzegorz Opolski1, Janusz Kochman1
11st Department of Cardiology, Medical University of Warsaw, Warszawa, Poland
2Department of Cardiosurgery, Medical University of Warsaw, Warszawa, Poland
*Both authors equally contributed to the study.
Correspondence to:
Bartosz Rymuza, MD, PhD,
1st Chair and Department of Cardiology,
Department of Interventional Cardiology,
Medical University of Warsaw,
Banacha 1a, 02–097 Warszawa,
phone: +48 22 599 19 51, +49 22 599 19 07,
e-mail: bartosz.rymuza@gmail.com
Copyright by the Author(s), 2021
Kardiol Pol. 2021; 79 (7–8): 820–826; DOI: 10.33963/KP.a2021.0030
Received: January 20, 2021
Revision accepted: June 2, 2021
Published online: June 2, 2021
ABSTRACT Background: Indications for transcatheter aortic valve implantation (TAVI) have gradually expanded since its introduction. Aims: The aim was to analyze temporal trends in TAVI characteristics based on the experience of a high-volume academic center over the period of 10 years. Methods: Five hundred and six consecutive (n = 506) patients with 1-year follow-up were divided into early (G1, years 2010–2013, n = 130), intermediate (G2, 2014–2016, n = 164) and recent (G3, 2017–2019, n = 212) experience groups. Results: Patient’s age remained constant over time (mean [SD]; G1 = 79.1 [7.1] years vs G2 = 79.1 [7.1] years vs G3 = 79.7 [6.6] years, P = 0.73) but surgical risk in G3 was lower (log Euroscore, median [IQR]: G1 = 14.0 [8.4–20.2] vs G2 = 12.0 [7.0–22.2] vs G3 = 5.1 [3.5–8.5]; P <0.001). Major/life-threatening bleeding (G1 = 26.9% vs G2 = 12.8% vs G3 = 9.4%; P <0.001), major vascular complications (G1 = 15.4% vs G2 = 8.5% vs G3 = 5.7%; P = 0.02) and moderate/severe paravalvular leak (G1 = 16.2% vs G2 = 11% vs G3 = 7.5%; P = 0.046) were decreasing with time. There was a significant drop in all-cause 1-year mortality in G3 (G1 = 20% vs G2 = 17.7% vs G3 = 9.1%; log rank = 0.01). Conclusions: The age of TAVI recipients remained unchanged over the last decade. Decreasing surgical risk coupled with improvements in procedural technique and care resulted in fewer periprocedural complications and better 1-year survival. Key words: TAVI, low-risk population, 1-year mortality, stroke, bleeding complications Kardiol Pol 2021; 79, 7–8: 820–826 |
WHAT’S NEW? Transcatheter aortic valve implantation (TAVI) has grown from an innovative intervention reserved only for highest-risk or inoperable patients with severe aortic stenosis AS into an almost default procedure in elderly patients irrespective of baseline risk. However, the age of TAVI patients remained unchanged over the last decade and did not add to the overall risk reduction. Decreasing surgical risk coupled with improvements in delivery systems, bioprosthesis design, implantation technique, and periprocedural care resulted in fewer complications and better 1-year survival in the 2017–2019 group. |
INTRODUCTION
Transcatheter aortic valve implantation (TAVI) is currently the least invasive procedure available for the definitive treatment of severe symptomatic aortic stenosis (AS). Initially, it has been a highly specialized procedure, carried out only in a few selected academic centers in Poland, and only on inoperable, highest risk patients [1–3]. As time went by, due to positive results from large randomized trials, TAVI was recognized for a broader population of AS patients in European guidelines on the management of valvular heart disease and subsequently became more routine [4–8].
While the standards of care were changing, the number of TAVI procedures in Poland grew slowly but steadily from its introduction in 2008. Parallel to guidelines modifications, improvements in bioprothesis design and function, and changes in procedural technique and periprocedural management of patients were observed. Therefore, the aim of the study was to analyze temporal trends in baseline characteristics, procedural as well as clinical outcomes of patients treated with TAVI based on the experience of a high-volume polish academic center over the period of 10 years.
METHODS
Study population
For the purpose of the study we included 506 consecutive patients who received TAVI from March 2010 to July 2019 and who gave their informed consent to enter Transcatheter Valve Treatment Sentinel Registry (2010–2012), which later was continued by the national POL-TAVI registry database [9, 10]. Data concerning patients’ characteristics and periprocedural outcomes were gathered prospectively. All patients completed a 12-month follow-up, as obligated by the registry protocol. The study was approved by the ethics committee of the Medical University of Warsaw and that patients provided written informed consent to participate in the study.
Given certain changes in clinical practice throughout the studied period, we decided to divide the study population into 3 groups. Group 1 (G1), early experience, procedures performed from March 2010 until the end of 2013. This period was characterised by no clinical practice guidelines or early introduction of the 2012 European Society of Cardiology (ESC) Valvular Heart Disease (VHD) guidelines. Also, first-generation bioprosthetic valves were used. Group 2 (G2), intermediate experience, from January 2014 until the end of 2016. Age of implementing 2012 ESC VHD guidelines with improved and new types of bioprosthesis being introduced. Group 3 (G3), recent experience, from January 2017 until July of 2019. Time of implementing the 2017 ESC VHD guidelines implementation and growing use of second-generation devices use.
Data collection and definitions
Data was acquired using the hospital electronic database and outpatient clinic charts. All patients with an unconfirmed status were followed up remotely by telephone visits. All definitions are in accordance with Valve Academic Research Consortium Criteria-2 [11].
Statistical analysis
The Shapiro-Wilk test was used to confirm or reject the normal distribution of each continuous variable. Continuous variables with normal distribution were presented as means (SD) and compared between three groups using ANOVA with Welch statistics. Tukey post-hoc analysis for ANOVA test was applied when appropriate. Continuous variables with non-normal distribution were presented as medians with interquartile range (IQR) and compared with the Kruskal-Wallis test. Categorical variables, expressed as counts and percentages, were compared using the Chi-square test or Fisher’s exact test, as appropriate.
Kaplan-Meier curves and log-rank tests of the time-to-event data were used to assess the differences of 1-year all-cause mortality between the groups. Cox proportional hazard analysis was performed to find possible predictors of mortality in 1-year observation for all groups. All probability values reported are 2-sided and a value <0.05 was considered to be significant. Data were processed using the SPSS software, version 26 (IBM SPSS Statistics, NY, USA) and Medcalc, version 16 (MedCalc Software, Ostend, Belgium).
RESULTS
Baseline clinical and echocardiographic characteristics
After dividing into subgroups the population of G1 consisted of 130 patients, G2 and G3 of 164 and 212 patients, respectively. There were no significant between-group differences in terms of either mean age or percentage of the female sex (Table 1).
Table 1. Baseline characteristics
|
All |
Group 1 (2010–2013) |
Group 2 (2014–2016) |
Group 3 (2017–2019) |
P-value |
Baseline characteristics |
n = 506 |
n = 130 |
n = 164 |
n = 212 |
|
Age, years |
79.4 (7) |
79.1 (7.1) |
79.1 (7.1) |
79.7 (6.6) |
0.73 |
Female sex, n (%) |
259 (51.2) |
64 (49.2) |
85 (51.8) |
110 (51.9) |
0.88 |
BMI, kg/m2, mean (SD) |
27.1 (5) |
27.4 (6) |
27.4 (6) |
27 (4.5) |
0.72 |
Logistic Euroscore, median (IQR) |
8.5 (4.8–17.4) |
14.0 (8.4–20.2) |
12.0 (7.0–22.2) |
5.1 (3.5–8.5) |
<0.001 |
Hypertension, n (%) |
400 (79.1) |
97 (74.6) |
128 (78) |
175 (82.5) |
0.21 |
Diabetes, n (%) |
187 (37) |
49 (37.7) |
64 (39) |
74 (34.9) |
0.70 |
CKD stage >3, n (%) |
52 (10.3) |
17 (13.1) |
18 (11) |
17 (8) |
0.21 |
COPD, n (%) |
86 (17) |
28 (21.5) |
23 (14) |
35 (16.5) |
0.25 |
Atrial fibrillation, n (%) |
189 (37.4) |
48 (36.9) |
56 (34.1) |
85 (40.1) |
0.47 |
PCI, n (%) |
148 (29.2) |
35 (26.9) |
37 (22.6) |
76 (35.8) |
0.01 |
CABG, n (%) |
59 (11.7) |
15 (11.5) |
28 (17.1) |
16 (7.5) |
0.02 |
MI, n (%) |
107 (21.1) |
36 (27.7) |
35 (21.3) |
36 (17) |
0.07 |
Stroke, n (%) |
67 (13.2) |
24 (18.5) |
17 (10.4) |
26 (12.3) |
0.12 |
Pacemaker, n (%) |
86 (17) |
20 (15.4) |
27 (16.5) |
39 (18.4) |
0.78 |
PAD, n (%) |
107 (21.1) |
22 (16.9) |
55 (33.5) |
30 (14.2) |
<0.001 |
Baseline echocardiography |
|
|
|
|
|
0.7 (0.6–0.9) |
0.7 (0.6–0.8) |
0.8 (0.6–0.9) |
0.7 (0.6–0.9) |
0.02 |
|
EF, %, median (IQR) |
55 (45–64) |
52 (40–60) |
55 (45–65) |
58 (46–63) |
0.08 |
44 (34–53) |
47 (39–60) |
43 (34–51) |
43 (34–51) |
0.003 |
Abbreviations: AVA, aortic valve area; BMI, body mass index; CABG, coronary-artery bypass grafting; CKD, chronic kidney disease; COPD, chronic obstructive pulmonary disease; EF, ejection fraction; IQR, interquartile range; MI, myocardial infarction; PAD, peripheral artery disease; PCI, percutaneous intervention; PG, pressure gradient; SD, standard deviation
There was however a clear decrease in logistic Euroscore values with G3 being of the lowest risk (G1 = 14.0 [8.4–20.2] vs G2 = 12.0 [7.0–22.2] vs G3 = 5.1 [3.5–8.5]; P <0.001). Patients in G3 also had higher rates of previous percutaneous interventions and the lowest frequency of previous coronary artery bypass grafting. The presence of peripheral artery disease changed with time. There were significant differences in baseline aortic valve area but not in terms of left ventricular ejection fraction (Table 1). Group 1 was characterized by the highest mean pressure gradient before TAVI (G1 = 47 [39–60] mm Hg vs G2 = 43 [34–51] mm Hg vs G3 = 43 [34–51] mm Hg; P <0.001) (Figure 1).
Figure 1. A. Comparison of aortic valve area (AVA); B. and mean pressure gradients.
Clustered multiple variables graphs of mean preassure gradients and aortic valve area presented as median with interquartile ranges. Pre-procedural AVA G1 0.7 (0.6–0.9) cm2 vs G2 0.7 (0.6–0.8) cm2 vs G3 0.7 (0.6–0.9) cm2; P = 0.02. Post-procedural AVA G1 1.70 (1.5–1.8) cm2 vs G2 1.86 (1.7–2.0) cm2 vs G3 1.90 (1.7–2.1) cm2; P <0.001. 1-year AVA: G1 1.66 (1.5–1.8) cm2 vs G2 1.80 (1.7–1.9) cm2 vs G3 1.80 (1.6–2.0) cm2; P = 0.002. Pre-procedural MeanPG G1 47 (39–60) cm2 vs G2 43 (34–51) cm2 vs G3 43 (34–51) cm2; P = 0.003. Post-procedural MeanPG G1 9 (7–12) cm2 vs G2 8 (6–10) cm2 vs G3 8 (6–11) cm2; P = 0.002. One-year MeanPG: G1 10 (7–12) cm2 vs G2 9 (6–11) cm2 vs G3 9 (6–11) cm2, P = 0.19
Procedural characteristics
Procedural management changed significantly during the analyzed time (Table 2).
Table 2. Procedural characteristics
|
All |
Group 1 (2010–2013) |
Group 2 (2014–2016) |
Group 3 (2017–2019) |
P-value |
Prosthesis type |
n = 506 |
n = 130 |
n = 164 |
n = 212 |
|
Corevalve, n (%) |
116 (22.9) |
84 (64.6) |
32 (19.5) |
0 (0) |
<0.001 |
Sapien/Sapien XT, n (%) |
76 (15) |
45 (34.6) |
31 (18.9) |
0 (0) |
<0.001 |
Sapien 3, n (%) |
2 (0.4) |
0 (0) |
0 (0) |
2 (0.9) |
0.25 |
Lotus, n (%) |
34 (6.7) |
0 (0) |
27 (16.5) |
7 (3.3) |
<0.001 |
Evolut R/PRO, n (%) |
167 (33) |
0 (0) |
66 (40.2) |
101 (47.6) |
<0.001 |
Portico, n (%) |
104 (20.6) |
0 (0) |
4 (2.4) |
100 (47.2) |
<0.001 |
Othera, n (%) |
7 (1.4) |
1 (0.8) |
4 (2.4) |
2 (0.9) |
0.82 |
Access |
|
|
|
|
|
Femoral, n (%) |
429 (84.8) |
96 (73.8) |
139 (84.8) |
194 (91.5) |
<0.001 |
Subclavian, n (%) |
19 (3.8) |
10 (7.7) |
2 (1.2) |
7 (3.3) |
0.01 |
Carotid, n (%) |
25 (4.9) |
0 (0) |
14 (8.5) |
11 (5.2) |
0.003 |
Transapical, n (%) |
9 (1.8) |
6 (4.6) |
3 (1.8) |
0 (0) |
0.007 |
Direct aortic, n (%) |
24 (4.7) |
18 (13.8) |
6 (3.7) |
0 (0) |
<0.001 |
Procedure |
|
|
|
|
|
Predilatation, n (%) |
351 (69.4) |
122 (93.8) |
102 (62.2) |
127 (59.9) |
<0.001 |
Postdilatation, n (%) |
165 (32.6) |
27 (20.8) |
62 (37.8) |
76 (35.8) |
0.003 |
Procedure timeb, min (IQR) |
150 (100–200) |
208 (163–240) |
165 (140–190) |
100 (80–150) |
<0.001 |
Contrast, ml |
204.9 (72.1) |
214.6 (67.3) |
208.5 (72.4) |
193 (74.3) |
0.03 |
Radiation dose, mGy (IQR) |
1212 (789–1980) |
1160 (800–1855) |
1254 (803–2066) |
1224 (719–1965) |
0.63 |
Anesthesia |
|
|
|
|
|
General anesthesia, n (%) |
301 (59.5) |
124 (95.4) |
120 (73.2) |
57 (26.9) |
<0.001 |
Conscious sedation, n (%) |
205 (40.5) |
6 (4.6) |
44 (26.8) |
155 (73.1) |
<0.001 |
Access closure |
|
|
|
|
|
Percutaneous, n (%) |
380 (75.1) |
81 (62.3) |
119 (72.6) |
180 (84.9) |
<0.001 |
Surgical, n (%) |
126 (24.9) |
49 (37.7) |
45 (27.4) |
32 (15.1) |
<0.001 |
aOther valves used were Engager, Allegra, JenaValve, and Accurate Neo.
bTime measured from patients arrival at the cath lab or hybrid room until leaving, includes anesthetic preparations
In G1 there were only 2 types of prostheses used (Corevalve 64.6% and Sapien/Sapien XT 34.6%) with the biggest diversification of the devices reached in G2. In G3 there was a visible reversion into utilizing 2 types of valves, both of them being self-expandable (Evolut R/PRO 47.6% and Portico 47.2%).
Procedural anesthesia has also been significantly transformed — from 95.4% of cases done in general anesthesia in G1 to only 26.9% in G3 (replaced by conscious sedation). Time has brought a significant increase in applying trans-femoral access for TAVI with 91.5% of cases performed this way in G3. With the introduction of trans-carotid access in late 2014 [12], more invasive trans-apical and direct-aortic access were gradually withdrawn. With higher rates of application of trans-femoral access came wider use of percutaneous closing devices (Prostar XL in G1, Prostar XL and Proglide in G2 and Proglide in G3) reaching 84.9% in G3.
There has been a gradual decrease in using predilatation before valve implantation (93.8% in G1 to 59.9% in G3) with a parallel increase in postdilatation (20.8% in G1 to 35.8% in G3). The procedural time was shortened and contrast use decreased (Table 2).
Echocardiographic follow-up
All patients achieved significant improvement in the aortic valve area (AVA), which was sustained in 1-year observation (Figure 1). There were between-group differences in terms of post-procedural and 1-year AVA with lowest values recorded for G1 (post-procedural AVA: G1 1.70 [1.5–1.8] cm2 vs G2 1.86 [1.7–2.0] cm2 vs G3 1.90 [1.7–2.1] cm2; P <0.001; 1-year AVA: G1 1.66 [1.5–1.8] cm2 vs G2 1.80 [1.7–1.9] cm2 vs G3 1.80 [1.6–2.0] cm2, P = 0.002). Sustained reduction in mean transvalvular gradients with no significant differences between groups was observed (Figure 1).
Functional status
Almost two-thirds of patients referred to TAVI were severely symptomatic (NYHA class III and IV) (Figure 2).
Figure 2. Functional status before and after TAVI.
Abbreviations: CI, confidence interval; HR, hazard ratio; NYHA, New York Heart Association
In 67.6% of cases performing TAVI helped to completely relieve the signs of heart failure (NYHA I) or leave only minor symptoms (NYHA II 24.1%). This positive effect was maintained in survivors at 1-year observation (NYHA I in 72.4% and NYHA II in 21.3% of cases).
Clinical outcomes and 1-year mortality
Postprocedural outcomes improved significantly over time in terms of reducing major or life-threatening bleeding (G1 26.9%, G2 12.8%, G3 9.4%; P <0.001), major vascular complications (G1 15.4%, G2 8.5%, G3 5.7%; P = 0.02), and moderate to severe paravalvular leakage (G1 16.2%, G2 11%, G3 7.5%; P = 0.046) (Table 3).
Table 3. Clinical outcomes
|
All |
Group 1 (2010–2013) |
Group 2 (2014–2016) |
Group 3 (2017–2019) |
P-value |
n = 506 |
n = 130 |
n = 164 |
n = 212 |
||
Hospital stay, days median (IQR) |
10 (4–18) |
15 (7–24) |
11 (7–17) |
7 (4–14) |
<0.001 |
Moderate or severe PVL, n (%) |
55 (10.9) |
21 (16.2%) |
18 (11%) |
16 (7.5%) |
0.046 |
Major or life-threatening bleeding, n (%) |
76 (15) |
35 (26.9%) |
21 (12.8%) |
20 (9.4%) |
<0.001 |
Major vascular complications, n (%) |
46 (9.1) |
20 (15.4%) |
14 (8.5%) |
12 (5.7%) |
0.02 |
Strokea, n (%) |
17 (3.4) |
5 (3.8%) |
4 (2.4%) |
8 (3.8%) |
0.40 |
TIAa, n (%) |
8 (1.6) |
2 (1.5%) |
4 (2.4%) |
2 (0.9%) |
0.37 |
Permanent pacemaker, n (%) |
84 (16.6) |
22 (16.9%) |
24 (14.6%) |
38 (17.9%) |
0.63 |
30-day all-cause mortality, n (%) |
34 (6.7) |
10 (7.7%) |
15 (9.1%) |
9 (4.2%) |
0.28 |
aAll cerebroembolic accidents occurred during the index hospitalization.
Abbreviations: IQR, interquartile range; PVL, paravalvular leak; TIA, transient ischemic attack. All definitions according to VARC-2 criteria
Moreover, patients in G3 had the shortest length of hospital stay. On the other hand, stroke rate and need for permanent pacemaker implantation did not decrease with time (Table 3).
During the 12-month follow-up after TAVI, mortality from all causes was significantly lower in G3 (9.1%) as compared with G1 (20%; P = 0.004) and G2 (17.7%; P = 0.02) (Figure 3).
In the Cox proportional-hazards model, chronic kidney disease stage >3 and post-TAVI stroke were independently correlated with 1-year mortality. Femoral access had the potential of improving 1-year survival as compared with non-transfemoral delivery routes (Table 4).
Table 4. Cox proportional hazard analysis for 1-year all-cause mortality analysis
|
P-value |
HR |
95% CI |
|
Low |
Upper |
|||
CKD stage >3 |
0.007 |
2.205 |
1.236 |
3.935 |
Femoral access |
0.02 |
0.515 |
0.3 |
0.885 |
0.02 |
2.709 |
1.167 |
6.291 |
Abbreviations: CI, confidence interval; CKD, chronic kidney disease; HR, hazard ratio
DISCUSSION
This analysis demonstrates that TAVI has been constantly evolving over the last decade. Starting with baseline characteristics, it is apparent that the approval of lower-risk groups in the guidelines has been subsequently implemented in real-life settings and reflected by lower values of logistic Euroscore. However, this change was not derived from decreasing patients’ age, which throughout the whole study was almost constant and close to 80 years on average, but rather from the smaller burden of concomitant diseases (e.g. fewer history of coronary artery bypass grafting, myocardial infarction, stroke, chronic kidney disease (CKD) and better baseline left ventricle function). This observation is in line with the results of randomized trials and registries, which compared TAVI and SAVR in populations with intermediate surgical risk [13, 14]. Also of note, in the early experience period, significantly higher mean transvalvular pressure gradients prior to the procedure were noted – possibly due to earlier referral and/or broader inclusion of low-flow, low-gradient AS at 2017–2019 period [15].
Throughout the years, broadening of indications for TAVI was accompanied by some relevant modifications in the periprocedural technique — reflected mostly by wide utilization of transfemoral access (over 90%) and conscious sedation (almost 75%) in our recent experience period. Significant improvements in delivery systems (size reduction and flexibility) and bioprothesis design (repositionability and sealing cuffs) available from a part of intermediate and recent experience (part of G2 and G3) were most probably behind the gradual reduction of clinically relevant post-procedural complications: e.g. major and life-threatening bleeding, major vascular complications and paravalvular regurgitation — all of which negatively impact survival after TAVI [16–21]. Also, growing experience with newer devices was the probable reason for the shortening of procedural time and lesser amounts of the contrast used. Despite best efforts some complications did not improve with time — the need for permanent pacemaker implantation remained quite substantial and close to 20% — although this can be perceived as a normal rate with self-expanding prostheses (at least before new “cusp overlap” implantation techniques were introduced, which is after the analyzed periods), which accounted for 100% of bioprostheses in G3.
It can be hypothesized that decreasing surgical risk (especially observed in recent experience period G3) combined with multifactorial improvements in periprocedural care and prosthesis implantation are the reasons behind better 1-year survival exceeding 90% in G3. Importantly, 2 independent risk factors for 1-year mortality were found, i.e. baseline CKD stage >3 and post-procedural stroke. As the first baseline factor is non-modifiable or only partly modifiable, the latter at least theoretically could be prevented or minimized. The rate of stroke was comparable with those described elsewhere, but considering its negative impact on quality of life and mortality, preventive measures, namely brain protection devices, although still not recommended, should be strongly considered in the future for selected individuals [22, 23].
In our dataset, we observed a clear survival improvement in short-term observation accompanied by stable echocardiographic parameters up to 1 year. The aim of future studies and registries should also focus on the assessment of long-term bioprosthetic performance [24, 25].
Limitations
First, the obvious disadvantage of the current study is its retrospective nature, which is always burdened with its inherent limitations. Second, the larger cohort of TAVI recipients would allow for a more comprehensive analysis on a year-by-year basis and could point at more independent predictors of mortality. However, the present dataset is one of the largest in Poland to date. Finally, since the intermediate experience period, only self-expanding bioprostheses were available with their unique advantages and limitations.
CONCLUSIONS
Transcatheter aortic valve implantation has grown from an innovative intervention reserved only for highest-risk or inoperable patients with severe AS into an almost default procedure in elderly patients irrespective of baseline risk. Interestingly, the age of TAVI recipients remained unchanged over the last decade and did not add to the overall risk reduction. Decreasing surgical risk coupled with improvements in delivery systems, bioprosthesis design, implantation technique, and periprocedural care resulted in fewer complications and better 1-year survival in the 2017–2019 period.
Article information
Conflict of interest: ZH received proctoring and consulting fees from Medtronic and Abbott. JK received proctoring and consulting fees from Medtronic and Abbott. Other authors have no potential conflict of interest.
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How to cite: Huczek Z, Rymuza B, Mazurek M, et al. Temporal trends of transcatheter aortic valve implantation in a high-volume academic center over 10 years. Kardiol Pol. 2021; 79(7–8): 820–826, doi: 10.33963/KP.a2021.0030.
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