Frontiers | Quality of life in patients with transcatheter aortic valve implantation: an analysis from the INTERVENT project (2024)

Introduction

Treatment of severe aortic stenosis has evolved in the past decade with transcatheter aortic valve implantation (TAVI) being the therapy of choice in most patients (13). However, the focus is mainly on mortality and complications, while the influence of TAVI on the patients' quality of life (QoL) usually remains unanswered. Especially with younger, healthier patients being treated with TAVI the postinterventional health related QoL is becoming increasingly important (4, 5).

Data on this topic is scarce. Individual studies could show an improvement in terms of QoL with different questionnaire tools and therefore reduced comparability (69). In comparison to surgical aortic valve replacement, TAVI patients seem to benefit earlier regarding QoL (10). Mental health and its changes after TAVI are rarely addressed (11).

As part of the INTERVENT project, the aim of this prospective analysis was to compare health related QoL in TAVI patients before and after intervention up to one year of follow-up.

Methods

Study design and patient population

Between April 2016 and March 2019, 385 Patients who underwent transfemoral TAVI at the University Medical Center Mainz participated in this study. The data acquisition was part of the „INTERVENT Project“ at the University Medical Center Mainz, a prospective, multicenter, observational cohort study that evaluates interventional procedures for cardiovascular diseases utilizing a large proteomic biobank with the aim to optimize risk stratification and clinical management strategies.

A total of 285 patients were interviewed about their quality of life before TAVI, at 1 month (n = 210) and 12 months (n = 130) after undergoing the intervention (Figure1). Three questionnaires were used to provide a comprehensive description of the quality of life (see below). The patients participated on a voluntary basis. Before the start of the study approval was granted by the local ethics committee [reference number 837.224.13 (8909-F)]. The following factors were required for participation in the study: severe aortic valve stenosis (AVA ≤ 1 cm2 or Δp ≥ 40 mmHg), presence of symptoms (NYHA class III/IV or angina pectoris) and anatomical suitability for TAVI. Outcome data was assessed regarding VARC-3 criteria (12). The patients were followed up at 30 days (FU1M) and 1 year (FU12M).

FIGURE 1

Figure 1. Patient population. A total of 385 patients were included in the INTERVENT project and treated with TAVI at the University Medical Center Mainz from April 2016 until March 2019. 285 patients that completed the baseline QoL Questionnaires could be included in the analysis. TAVI, transcatheter aortic valve implantation; QoL, quality of life; BL, baseline; FU1M, follow-up after 1 month; FU12M, follow-up after 12 months; QoL, quality of life.

QoL questionnaires

For a comprehensive picture of the patients' health related quality of life, three different questionnaires were included.

The Katz Index of Independence in Activities of Daily Living (Katz ADL) served as a measure of self-reliance (13). This standardized questionnaire has been used worldwide for decades and contains 6 items to determine the patient's (in)dependence. Despite not being a „classic” QoL questionnaire, it is an important tool for predicting the potential additional burden on the patient and the healthcare system due to an increased need for care.

General health was determined using the European Health Questionnaire EQ-5D-5l and the visual analogue scale. This questionnaire, published by the EuroQol Research Foundation, is characterized by high reliability and validity (14, 15). Its 5 dimensions reflect both physical and mental impairments of the patient. Due to the lack of leading questions, the visual analog scale proved to be a particularly individual measuring tool of the subjectively perceived state of health.

The mental health of the patients was analysed using the short version of the Patient Health Questionnaire in German (PHQ-D) by Löwe et al. (16, 17). Employing the associated manual, the presence of a major depressive or other depressive syndrome could be detected in addition to a general assessment of the mental status. Furthermore, a panic syndrome and psychosocial functioning could be examined.

Statistics

Statistical analysis was performed using SPSS software (IBM® SPSS® statistics, version 26 for Mac). Continuous variables were expressed as mean ± SD when normally distributed, otherwise as median and interquartile ranges. Categorical variables were presented as frequencies and percentage, unless otherwise specified. Shapiro–Wilk test was used to assess normality for continuous data. Statistical significance was assessed using a t-test in normally distributed data or a Mann-Whitney-U test in non-normally distributed data. Chi-square test was used to compare categorical variables. All statistical tests were two-sided and p < 0.05 was considered to be statistically significant.

Results

Baseline characteristics

The total cohort included 285 patients (59.4% male) with a mean patient age of 79.8 ± 5.6 years and a mean EuroSCORE II of 3.8 ± 3.7%. 58.6% of the patients had coronary artery disease (CAD) as a preexisting condition, 39.1% had diabetes mellitus and 24.7% had atrial fibrillation. 15.9% had a history of myocardial infarction, 13.4% had a previous stroke/TIA. In this patient collective, the mean AVA was 0.8 ± 0.2 cm2, the Pmean was 36.8 ± 14.4 mmHg and the LVEF averaged 56.0 ± 11.4% (Table1).

TABLE 1

Table 1. Patient characteristics.

Regarding the level of independence, the patients achieved a mean value of 5.7 ± 0.9 out of a maximum of 6.0 points in the Katz ADL before the intervention. The EQ-5D-5l was evaluated according to the official Index Value Calculator of the EuroQol Research Foundation for the German population and averaged 0.8 ± 0.2 (with a range of −0.205 to 1.0). The preinterventional EQ-VAS averaged 61.1 ± 21.1 (with a range of 0–100). Concerning mental health, the cohort showed a total value of the PHQ-D of 6.2 ± 4.8, which corresponds to a mild depressive disorder according to the user manual. Pursuant to the evaluation by Löwe et al, 10.1% of the patients had a major depressive syndrome and 10.1% had a minor depressive syndrome. A panic syndrome was found in 1.2% of the patients (Table2).

TABLE 2

Table 2. Health related quality of life at baseline.

Outcome

The intervention was technically successful in 99.5%. The majority of patients (n = 196, 88,3%) were treated in general anesthesia. Periinterventional complications of any kind occurred in 18.9%, of which vascular complications of any kind were predominating (12.5%). Permanent pacemaker implantation was needed in 42 patients (19.0%). One patient (0.4%) died during the hospital stay. Three patients (1.7%) suffered from a stroke after the intervention. At one-month FU, the rehospitalization rate was 17.9% and the mortality rate was 3.6%. At 12 months, 40.2% had been hospitalized again, 7.2% had died (Table3).

TABLE 3

Table 3. Technical success, complications, rehospitalisation and death.

Quality of life

Regarding the very high level of preinterventional independence, there was hardly any change postinterventional: the average Katz ADL was 5.6 ± 1.0 at 30 days and 5.7 ± 0.8 one year after the intervention (Table4).

TABLE 4

Table 4. QoL—mean values over time.

Similarly, the general health status in its weighted variant (see above) showed no change. However, the differentiated analysis of the 5 dimensions revealed that the mobility of the patients improved significantly within the first month after the intervention [BL vs. FU1M M = −0.41 (±1.31), p < 0.001], while there was a slight but significant deterioration in pain or physical complaints within the first year after the intervention [BL vs. FU12M M = 0.20 (±1.10), p = 0.044].

A significant improvement was shown in the subjective assessment of the general state of health using the visual analogue scale. Within the first month after the intervention, there was a significant increase by an average of 4.53 ± 23.58 points [95% CI (1.16, 7.89), p = 0.009]. After one year, the value improved by 5.19 ± 23.64 points compared to the baseline examination [95% CI (0.97, 9.41), p = 0.016] (Table5, Figure2).

FIGURE 2

Figure 2. Subjective state of health (EQ-VAS). A significant improvement can be observed in the subjective assessment of the general state of health using the visual analogue scale (VAS). Within the first month after the intervention, there was a significant increase by an average of 4.53 ± 23.58 points [95% CI (1.16, 7.89), p = 0.009]. After one year, the value improved by 5.19 ± 23.64 points compared to the baseline examination [95% CI (0.97, 9.41), p = 0.016]. Box plots indicate minimum, maximum, 25th percentile, median, and 75th percentile.

TABLE 5

Table 5. QoL change at follow-Up—paired analysis.

There was also a significant improvement in symptoms of depression, reflected in a 1.67 ± 4.75 point decrease in PHQ-D total score after one year compared to baseline [95% CI (−2.60, −0.74), p = 0.001]. In addition, there was a decrease in major depressive syndrome from 10.1% (n = 248) to 5.9% (n = 118) and in mild depressive syndrome from 10.1% (n = 248) to 5.1% (n = 118) (Tables4, 5; Figures3, 4).

FIGURE 3

Figure 3. Depression symptoms (PHQ-D). A significant improvement in symptoms of depression, reflected in a 1.67 ± 4.75 point decrease in PHQ-D total score after one year compared to baseline [95% CI (−2.60, −0.74), p = 0.001]. Box plots indicate minimum, maximum, 25th percentile, median, and 75th percentile.

FIGURE 4

Figure 4. Mental illness (PHQ-D). There was a decrease in major depressive syndrome from 10.1% (n = 248) to 5.9% (n = 118) and in other depressive syndrome from 10.1% (n = 248) to 5.1% (n = 118). An increase in panic syndrome from 1.2% (n = 246) to 1.8% (n = 112) was observed. * according to the PHQ-D manual by Löwe et al. (2002).

Subgroup analysis showed worse baseline QoL in patients that were female (PHQ-D 7.0 ± 4.7 vs. 5.7 ± 4.7, p = 0.040), over 80 years old (EQ-VAS 58.2 ± 22.1 vs. 63.7 ± 20.0, p = 0.031; PHQ-D 6.9 ± 5.2 vs. 5.5 ± 4.2, p = 0.021) or with higher surgical risk estimated by EuroSCORE II over 4.0% (EQ-VAS 49.1 ± 22.4 vs. 63.0 ± 20.8, p < 0.001; PHQ-D 7.6 ± 4.7 vs. 5.6 ± 4.4, p = 0.024)(Supplementary Table S1). All patients benefited in terms of depression symptoms over 1 year, while especially younger, male and low risk patients showed an improvement in the subjective QoL measured by EQ-VAS (Supplementary Table S2).

Discussion

In this study we aimed to evaluate changes in patient's health related QoL in a real-world TAVI cohort. Our analysis showed a significant improvement in the subjective state of health and a decrease in symptoms of depression already at short term and consistent over 1 year of follow-up. Subgroups that benefited most were young, male, and low-risk patients. Although rehospitalization rate was rather high with 40.2% at 1 year, this seemed not to affect the improvement in QoL. A possible explanation would be the heterogeneity of admission reasons which included also planned examinations.

We included patients with a mean age of 79.8 ± 5.6 years and a mean EuroSCORE II of 3.8 ± 3.7%, representing an elderly, low-to intermediate risk, real-world cohort. Compared to the PARTNER-3 and Evolute Low Risk Study, our pre-interventional collective presented with slightly worse conditions (2, 3). This was reflected in a higher average age, greater general risk and lower LVEF. After the intervention, the rates of rehospitalization, complications and mortality were comparatively higher in our study. It is conceivable that the poorer starting conditions contributed in part to this difference, however, further investigations in this regard would be interesting.

The baseline values of the Katz ADL and the weighted EQ-5D-5l were very high, leaving little room for improvement. Over the course of the year, these values remained largely unchanged, which can be seen as positive in this context. A differentiated analysis of the EQ-5D-5l showed a significant increase in mobility after one month. A study of the German Aortic Valve Registry (GARY) from 2016 delivered a comparable result (8). It can therefore be assumed that this improvement is directly related to the intervention. However, there was a slight but significant deterioration in pain or discomfort after one year, while the GARY scores remained constant. Since pain is a common problem in older age (up to 80%), the direct connection between the intervention and the increase is questionable (18).

A significant increase in subjective health, measured using the VAS, was already evident at the one-month follow-up (see above), so that a direct connection between the intervention and the improvement can be assumed. Even after one year, this value was mostly constant (difference between FU1M and FU12M: 0.61 points). This positive development coincides with the results of other studies, e.g., the GARY (52.6 to 59.6) and a study by the University of Jena (46.7 to 55.3) (8, 19). It is interesting that in women, older (> 80 years) and high-risk patients (EuroSCORE II > 4%) compared to the other collective, the improvement was of a smaller extent and did not reach the level of significance. The reason for this could be a smaller sample size in the named collectives. Furthermore, older and high-risk patients showed significantly lower values in the VAS even before the intervention. It is therefore reasonable to assume that poorer baseline values could lead to a smaller improvement. Apart from this, the fact that the younger patients showed a significant and greater improvement in the VAS compared to the older ones is of particular interest since for most low-risk patients in Germany under 75 years of age, the SAVR is still favored.

Regarding the sex-related difference, we should keep in mind that a direct comparison of men and women about HRQoL is not appropriate. In addition to various biological differences, the main reason for this is differences in the perception and presentation of the own state of health (20, 21). The tendency towards improvement can thus be interpreted as positive, but the differences between men and women cannot be evaluated without gender-specific questions and elimination of all confounders.

This fact must also be considered when interpreting the results of the depression questionnaire. Here, too, the male patients showed significantly better values before the intervention and a significant improvement just one month later, while the female patients showed a non-significant deterioration during this period. Apart from the fact that female gender is considered a general risk factor for the development of depression, the already mentioned different perception and expression of the emotions also influence the results here (2025). In addition, at the annual follow-up, a significant improvement was recorded in both collectives. Thus, it cannot be assumed that women do not benefit or benefit to a lesser extent from the intervention in terms of their mental state. Overall, despite the below-average condition before the intervention (PHQ-D on average 6.2 out of 27 points, corresponding to mild depressive symptoms), the patient collective showed a significant improvement and consecutive decrease in the prevalence of depressive syndromes after one year. This result is comparable to other studies and suggests that the improved quality of life after TAVI has a real impact on patients’ mental health (11, 19, 26).

Limitations

This study reflects a “real world” patient population enrolled in an observational study without independent adjudication, therefore typical limitations apply. Due to the single-arm design with no conservative or surgical control group, no statement on comparability to these populations can be made. The analyzed cohort size of 285 patients is inferior to large registry studies or randomized trials, so results cannot be translated to the general population of AS patients.

Since QoL questionnaires were handed out on a voluntarily base, the number of evaluable data was reduced over follow-up time, and thus might bias the results. Also, patients often did not complete all possible questionnaires, which could further affect the analysis.

Furthermore, a QoL questionnaire has the inherent bias of the patient's subjective view. Although analyzed by standard definitions, this lack of objectivity is a limitation regarding data collection and interpretation.

Conclusions

We could show an early benefit of QoL in TAVI patients with significant improvement in the subjective state of health and a decrease in symptoms of depression. These findings were consistent over 1 year of follow up and were independent of patients' gender, age or condition before the intervention. Our findings, especially regarding mental health have to be reproduced in further studies.

Data availability statement

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.

Ethics statement

The studies involving human participants were reviewed and approved by local ethics committee (reference 837.224.13 (8909-F). The patients/participants provided their written informed consent to participate in this study.

Author contributions

All authors have participated in the work and have read and approved the manuscript. The contributions for the study of each authors are the following: AT: Conceptualization, project administration, formal analysis, writing—original draft, review & editing; MJ: Data curation, methology, formal analysis, writing—original draft; MG: Investigation, formal analysis; OH: Data curation, methology, formal analysis; VB: Data curation, methodology; JP and PW: Investigation, project administration, formal analysis; HT, TM and RB: Supervision, writing—review & editing. All authors contributed to the article and approved the submitted version.

Acknowledgments

This work contains part of the doctoral thesis of Marina L. Jobst.

Conflict of interest

AT reports having received lecture honoraria from Edwards Lifesciences and Medtronic. RSvB reports having received consultancy and lecture honoraria from Abbott Cardiovascular and Edwards Lifesciences. HT reports having received consultancy and lecture honoraria from Abbott Cardiovascular, Medtronic and Edwards Lifesciences.

The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher's note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Supplementary material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fcvm.2023.1181771/full#supplementary-material

References

1. Vahanian A, Beyersdorf F, Praz F, Milojevic M, Baldus S, Bauersachs J, et al. 2021 ESC/EACTS guidelines for the management of valvular heart disease. Eur Heart J. (2022) 43(7):561–632. doi: 10.1093/eurheartj/ehab395

PubMed Abstract | CrossRef Full Text | Google Scholar

2. Popma JJ, Deeb GM, Yakubov SJ, Mumtaz M, Gada H, O'Hair D, et al. Transcatheter aortic-valve replacement with a self-expanding valve in low-risk patients. N Engl J Med. (2019) 380(18):1706–15. doi: 10.1056/NEJMoa1816885

PubMed Abstract | CrossRef Full Text | Google Scholar

3. Mack MJ, Leon MB, Thourani VH, Makkar R, Kodali SK, Russo M, et al. Transcatheter aortic-valve replacement with a balloon-expandable valve in low-risk patients. N Engl J Med. (2019) 380(18):1695–705. doi: 10.1056/NEJMoa1814052

PubMed Abstract | CrossRef Full Text | Google Scholar

4. Leon MB, Mack MJ, Hahn RT, Thourani VH, Makkar R, Kodali SK, et al. Outcomes 2 years after transcatheter aortic valve replacement in patients at low surgical risk. J Am Coll Cardiol. (2021) 77(9):1149–61. doi: 10.1016/j.jacc.2020.12.052

PubMed Abstract | CrossRef Full Text | Google Scholar

5. Kim DH. Incorporating quality of life prediction in shared decision making about transcatheter aortic valve replacement. Circ Cardiovasc Qual Outcomes. (2018) 11(10):e005097. doi: 10.1161/CIRCOUTCOMES.118.005097

PubMed Abstract | CrossRef Full Text | Google Scholar

6. Lauck SB, Arnold SV, Borregaard B, Sathananthan J, Humphries KH, Baron SJ, et al. Very early changes in quality of life after transcatheter aortic valve replacement: results from the 3M TAVR trial. Cardiovasc Revasc Med. (2020) 21(12):1573–8. doi: 10.1016/j.carrev.2020.05.044

PubMed Abstract | CrossRef Full Text | Google Scholar

7. Arnold SV, Zhang Y, Baron SJ, McAndrew TC, Alu MC, Kodali SK, et al. Impact of short-term complications on mortality and quality of life after transcatheter aortic valve replacement. JACC Cardiovasc Interv. (2019) 12(4):362–9. doi: 10.1016/j.jcin.2018.11.008

PubMed Abstract | CrossRef Full Text | Google Scholar

8. Lange R, Beckmann A, Neumann T, Krane M, Deutsch MA, Landwehr S, et al. Quality of life after transcatheter aortic valve replacement: prospective data from GARY (German aortic valve registry). JACC Cardiovasc Interv. (2016) 9(24):2541–54. doi: 10.1016/j.jcin.2016.09.050

PubMed Abstract | CrossRef Full Text | Google Scholar

9. Kim CA, Rasania SP, Afilalo J, Popma JJ, Lipsitz LA, Kim DH. Functional status and quality of life after transcatheter aortic valve replacement: a systematic review. Ann Intern Med. (2014) 160(4):243–54. doi: 10.7326/M13-1316

PubMed Abstract | CrossRef Full Text | Google Scholar

10. Ando T, Takagi H, Briasoulis A, Grines CL, Afonso L. Comparison of health related quality of life in transcatheter versus surgical aortic valve replacement: a meta-analysis. Heart Lung Circ. (2019) 28(8):1235–45. doi: 10.1016/j.hlc.2018.07.013

PubMed Abstract | CrossRef Full Text | Google Scholar

11. Baz L, Puscholt M, Lasch C, Diab M, Mobius-Winkler S, Schulze PC, et al. Delayed improvement of depression and anxiety after transcatheter aortic valve implantation (TAVI) in stages of extended extra-valvular cardiac damage. J Clin Med. (2021) 10(8):1579. doi: 10.3390/jcm10081579

PubMed Abstract | CrossRef Full Text | Google Scholar

12. Varc-3 Writing C, Genereux P, Piazza N, Alu MC, Nazif T, Hahn RT, et al. Valve academic research consortium 3: updated endpoint definitions for aortic valve clinical research. J Am Coll Cardiol. (2021) 77(21):2717–46. doi: 10.1016/j.jacc.2021.02.038

PubMed Abstract | CrossRef Full Text | Google Scholar

13. Katz S, Ford AB, Moskowitz RW, Jackson BA, Jaffe MW. Studies of illness in the aged. The Index of adl: a standardized measure of biological and psychosocial function. JAMA. (1963) 185:914–9. doi: 10.1001/jama.1963.03060120024016

PubMed Abstract | CrossRef Full Text | Google Scholar

14. Herdman M, Gudex C, Lloyd A, Janssen M, Kind P, Parkin D, et al. Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5l). Qual Life Res. (2011) 20(10):1727–36. doi: 10.1007/s11136-011-9903-x

PubMed Abstract | CrossRef Full Text | Google Scholar

15. Schweikert B, Hahmann H, Leidl R. Validation of the EuroQol questionnaire in cardiac rehabilitation. Heart. (2006) 92(1):62–7. doi: 10.1136/hrt.2004.052787

PubMed Abstract | CrossRef Full Text | Google Scholar

16. Löwe B, Spitzer RL, Zipfel S, Herzog W. PHQ-D Manual komplettversion und kurzform. In: Prime MD Patient Health Questionnaire (PHQ-D) - Authorized German Version. Heidelberg U, editors Heidelberg, Germany: Pfizer (2002) p. 1–11.

17. Spitzer RL, Kroenke K, Williams JB. Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study. Primary care evaluation of mental disorders. Patient health questionnaire. JAMA. (1999) 282(18):1737–44. doi: 10.1001/jama.282.18.1737

PubMed Abstract | CrossRef Full Text | Google Scholar

18. Basler HD, Hesselbarth S, Schuler M. Pain assessment in the geriatric patient. Part I: pain diagnostics. Schmerz. (2004) 18(4):317–26. doi: 10.1007/s00482-004-0352-0

PubMed Abstract | CrossRef Full Text | Google Scholar

19. Baz L, Wiesel M, Mobius-Winkler S, Westphal JG, Schulze PC, Franz M, et al. Depression and anxiety in elderly patients with severe symptomatic aortic stenosis persistently improves after transcatheter aortic valve replacement (TAVR). Int J Cardiol. (2020) 309:48–54. doi: 10.1016/j.ijcard.2020.03.021

PubMed Abstract | CrossRef Full Text | Google Scholar

20. Denton M, Prus S, Walters V. Gender differences in health: a Canadian study of the psychosocial, structural and behavioural determinants of health. Soc Sci Med. (2004) 58(12):2585–600. doi: 10.1016/j.socscimed.2003.09.008

PubMed Abstract | CrossRef Full Text | Google Scholar

21. Arber S, Cooper H. Gender differences in health in later life: the new paradox? Soc Sci Med. (1999) 48(1):61–76. doi: 10.1016/S0277-9536(98)00289-5

PubMed Abstract | CrossRef Full Text | Google Scholar

22. Heun R, Hein S. Risk factors of major depression in the elderly. Eur Psychiatry. (2005) 20(3):199–204. doi: 10.1016/j.eurpsy.2004.09.036

PubMed Abstract | CrossRef Full Text | Google Scholar

23. Hrlbd B. The sex difference in depression across 29 countries. Soc Forces. (2007) 85:1483–507. doi: 10.1353/sof.2007.0071

CrossRef Full Text | Google Scholar

24. Hinton L, Zweifach M, Oishi S, Tang L, Unutzer J. Gender disparities in the treatment of late-life depression: qualitative and quantitative findings from the IMPACT trial. Am J Geriatr Psychiatry. (2006) 14(10):884–92. doi: 10.1097/01.JGP.0000219282.32915.a4

PubMed Abstract | CrossRef Full Text | Google Scholar

25. Vredenburg K, Krames L, Flett GL. Sex differences in the clinical expression of depression. Sex Roles. (1986) 14(1):37–49. doi: 10.1007/BF00287846

CrossRef Full Text | Google Scholar

26. Patel J, Fearon W, Elmariah S, Kim J, Kapadia S, Kumbhani D, et al. Depression as a potential therapeutic target to improve quality of life after transcatheter aortic valve replacement. J Am Coll Cardiol. (2017) 69(11_Supplement):1337. doi: 10.1016/S0735-1097(17)34726-5

CrossRef Full Text | Google Scholar

Frontiers | Quality of life in patients with transcatheter aortic valve implantation: an analysis from the INTERVENT project (2024)
Top Articles
Latest Posts
Article information

Author: Aracelis Kilback

Last Updated:

Views: 6124

Rating: 4.3 / 5 (64 voted)

Reviews: 87% of readers found this page helpful

Author information

Name: Aracelis Kilback

Birthday: 1994-11-22

Address: Apt. 895 30151 Green Plain, Lake Mariela, RI 98141

Phone: +5992291857476

Job: Legal Officer

Hobby: LARPing, role-playing games, Slacklining, Reading, Inline skating, Brazilian jiu-jitsu, Dance

Introduction: My name is Aracelis Kilback, I am a nice, gentle, agreeable, joyous, attractive, combative, gifted person who loves writing and wants to share my knowledge and understanding with you.