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Published in: European Journal of Medical Research 1/2023

Open Access 01-12-2023 | Right Bundle Branch Block | Research

A prediction model for permanent pacemaker implantation after transcatheter aortic valve replacement

Authors: Yiming Qi, Xiaolei Lin, Wenzhi Pan, Xiaochun Zhang, Yuefan Ding, Shasha Chen, Lei Zhang, Daxin Zhou, Junbo Ge

Published in: European Journal of Medical Research | Issue 1/2023

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Abstract

Background

This study aims to develop a post-procedural risk prediction model for permanent pacemaker implantation (PPMI) in patients treated with transcatheter aortic valve replacement (TAVR).

Methods

336 patients undergoing TAVR at a single institution were included for model derivation. For primary analysis, multivariate logistic regression model was used to evaluate predictors and a risk score system was devised based on the prediction model. For secondary analysis, a Cox proportion hazard model was performed to assess characteristics associated with the time from TAVR to PPMI. The model was validated internally via bootstrap and externally using an independent cohort.

Results

48 (14.3%) patients in the derivation set had PPMI after TAVR. Prior right bundle branch block (RBBB, OR: 10.46; p < 0.001), pre-procedural aortic valve area (AVA, OR: 1.41; p = 0.004) and post- to pre-procedural AVA ratio (OR: 1.72; p = 0.043) were identified as independent predictors for PPMI. AUC was 0.7 and 0.71 in the derivation and external validation set. Prior RBBB (HR: 5.07; p < 0.001), pre-procedural AVA (HR: 1.33; p = 0.001), post-procedural AVA to prosthetic nominal area ratio (HR: 0.02; p = 0.039) and post- to pre-procedural troponin-T difference (HR: 1.72; p = 0.017) are independently associated with time to PPMI.

Conclusions

The post-procedural prediction model achieved high discriminative power and accuracy for PPMI. The risk score system was constructed and validated, providing an accessible tool in clinical setting regarding the Chinese population.
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Literature
1.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
2.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
3.
go back to reference Mangieri A, Montalto C, Pagnesi M, Lanzillo G, Demir O, Testa L, et al. TAVI and post procedural cardiac conduction abnormalities. Front Cardiovasc Med. 2018;5:85.CrossRefPubMedPubMedCentral Mangieri A, Montalto C, Pagnesi M, Lanzillo G, Demir O, Testa L, et al. TAVI and post procedural cardiac conduction abnormalities. Front Cardiovasc Med. 2018;5:85.CrossRefPubMedPubMedCentral
4.
go back to reference Haunschild J, Misfeld M, Schroeter T, Lindemann F, Davierwala P, von Aspern K, et al. Prevalence of permanent pacemaker implantation after conventional aortic valve replacement-a propensity-matched analysis in patients with a bicuspid or tricuspid aortic valve: a benchmark for transcatheter aortic valve replacement. Eur J Cardiothorac Surg. 2020;58(1):130–7.CrossRefPubMed Haunschild J, Misfeld M, Schroeter T, Lindemann F, Davierwala P, von Aspern K, et al. Prevalence of permanent pacemaker implantation after conventional aortic valve replacement-a propensity-matched analysis in patients with a bicuspid or tricuspid aortic valve: a benchmark for transcatheter aortic valve replacement. Eur J Cardiothorac Surg. 2020;58(1):130–7.CrossRefPubMed
5.
go back to reference Faroux L, Chen S, Muntane-Carol G, Regueiro A, Philippon F, Sondergaard L, et al. Clinical impact of conduction disturbances in transcatheter aortic valve replacement recipients: a systematic review and meta-analysis. Eur Heart J. 2020;41(29):2771–81.CrossRefPubMed Faroux L, Chen S, Muntane-Carol G, Regueiro A, Philippon F, Sondergaard L, et al. Clinical impact of conduction disturbances in transcatheter aortic valve replacement recipients: a systematic review and meta-analysis. Eur Heart J. 2020;41(29):2771–81.CrossRefPubMed
6.
go back to reference Al-Bawardy R, Krishnaswamy A, Rajeswaran J, Bhargava M, Wazni O, Wilkoff B, et al. Tricuspid regurgitation and implantable devices. Pacing Clin Electrophysiol. 2015;38(2):259–66.CrossRefPubMed Al-Bawardy R, Krishnaswamy A, Rajeswaran J, Bhargava M, Wazni O, Wilkoff B, et al. Tricuspid regurgitation and implantable devices. Pacing Clin Electrophysiol. 2015;38(2):259–66.CrossRefPubMed
7.
go back to reference Palmisano P, Accogli M, Zaccaria M, Luzzi G, Nacci F, Anaclerio M, et al. Rate, causes, and impact on patient outcome of implantable device complications requiring surgical revision: large population survey from two centres in Italy. Europace. 2013;15(4):531–40.CrossRefPubMed Palmisano P, Accogli M, Zaccaria M, Luzzi G, Nacci F, Anaclerio M, et al. Rate, causes, and impact on patient outcome of implantable device complications requiring surgical revision: large population survey from two centres in Italy. Europace. 2013;15(4):531–40.CrossRefPubMed
8.
go back to reference Ahmad M, Patel JN, Loc BL, Vipparthy SC, Divecha C, Barzallo PX, et al. Permanent pacemaker implantation after transcatheter aortic valve replacement: a cost analysis. Cureus. 2019;11(6):e5005.PubMedPubMedCentral Ahmad M, Patel JN, Loc BL, Vipparthy SC, Divecha C, Barzallo PX, et al. Permanent pacemaker implantation after transcatheter aortic valve replacement: a cost analysis. Cureus. 2019;11(6):e5005.PubMedPubMedCentral
9.
go back to reference Massoullie G, Bordachar P, Ellenbogen KA, Souteyrand G, Jean F, Combaret N, et al. New-onset left bundle branch block induced by transcutaneous aortic valve implantation. Am J Cardiol. 2016;117(5):867–73.CrossRefPubMed Massoullie G, Bordachar P, Ellenbogen KA, Souteyrand G, Jean F, Combaret N, et al. New-onset left bundle branch block induced by transcutaneous aortic valve implantation. Am J Cardiol. 2016;117(5):867–73.CrossRefPubMed
10.
go back to reference Kapadia SR, Wazni O, Krishnaswamy A. Pacemaker implantation after TAVR. JACC Cardiovasc Imaging. 2017;10(10 Pt A):1148–50.CrossRefPubMed Kapadia SR, Wazni O, Krishnaswamy A. Pacemaker implantation after TAVR. JACC Cardiovasc Imaging. 2017;10(10 Pt A):1148–50.CrossRefPubMed
11.
go back to reference Maeno Y, Abramowitz Y, Kawamori H, Kazuno Y, Kubo S, Takahashi N, et al. A highly predictive risk model for pacemaker implantation after TAVR. JACC Cardiovasc Imaging. 2017;10(10 Pt A):1139–47.CrossRefPubMed Maeno Y, Abramowitz Y, Kawamori H, Kazuno Y, Kubo S, Takahashi N, et al. A highly predictive risk model for pacemaker implantation after TAVR. JACC Cardiovasc Imaging. 2017;10(10 Pt A):1139–47.CrossRefPubMed
12.
go back to reference Zaid S, Sengupta A, Okoli K, Tsoi M, Khan A, Ahmad H, et al. Novel anatomic predictors of new persistent left bundle branch block after evolut transcatheter aortic valve implantation. Am J Cardiol. 2020;125(8):1222–9.CrossRefPubMed Zaid S, Sengupta A, Okoli K, Tsoi M, Khan A, Ahmad H, et al. Novel anatomic predictors of new persistent left bundle branch block after evolut transcatheter aortic valve implantation. Am J Cardiol. 2020;125(8):1222–9.CrossRefPubMed
13.
go back to reference Roten L, Meier B. Left bundle branch block after transcatheter aortic valve implantation: still a matter of concern? JACC Cardiovasc Interv. 2014;7(2):137–9.CrossRefPubMed Roten L, Meier B. Left bundle branch block after transcatheter aortic valve implantation: still a matter of concern? JACC Cardiovasc Interv. 2014;7(2):137–9.CrossRefPubMed
14.
go back to reference Gulati R, Wang A. Left bundle branch block before transcatheter aortic valve replacement. Circ Cardiovasc Interv. 2018;11(11):e007361.CrossRefPubMed Gulati R, Wang A. Left bundle branch block before transcatheter aortic valve replacement. Circ Cardiovasc Interv. 2018;11(11):e007361.CrossRefPubMed
15.
go back to reference Regueiro A, Abdul-Jawad Altisent O, Del Trigo M, Campelo-Parada F, Puri R, Urena M, et al. Impact of new-onset left bundle branch block and periprocedural permanent pacemaker implantation on clinical outcomes in patients undergoing transcatheter aortic valve replacement: a systematic review and meta-analysis. Circ Cardiovasc Interv. 2016;9(5):e003635.CrossRefPubMed Regueiro A, Abdul-Jawad Altisent O, Del Trigo M, Campelo-Parada F, Puri R, Urena M, et al. Impact of new-onset left bundle branch block and periprocedural permanent pacemaker implantation on clinical outcomes in patients undergoing transcatheter aortic valve replacement: a systematic review and meta-analysis. Circ Cardiovasc Interv. 2016;9(5):e003635.CrossRefPubMed
16.
go back to reference van Rosendael PJ, Delgado V, Bax JJ. Pacemaker implantation rate after transcatheter aortic valve implantation with early and new-generation devices: a systematic review. Eur Heart J. 2018;39(21):2003–13.CrossRefPubMed van Rosendael PJ, Delgado V, Bax JJ. Pacemaker implantation rate after transcatheter aortic valve implantation with early and new-generation devices: a systematic review. Eur Heart J. 2018;39(21):2003–13.CrossRefPubMed
17.
go back to reference Kiani S, Kamioka N, Black GB, Lu MLR, Lisko JC, Rao B, et al. Development of a risk score to predict new pacemaker implantation after transcatheter aortic valve replacement. JACC Cardiovasc Interv. 2019;12(21):2133–42.CrossRefPubMed Kiani S, Kamioka N, Black GB, Lu MLR, Lisko JC, Rao B, et al. Development of a risk score to predict new pacemaker implantation after transcatheter aortic valve replacement. JACC Cardiovasc Interv. 2019;12(21):2133–42.CrossRefPubMed
18.
go back to reference Tsushima T, Nadeem F, Al-Kindi S, Clevenger JR, Bansal EJ, Wheat HL, et al. Risk prediction model for cardiac implantable electronic device implantation after transcatheter aortic valve replacement. JACC Clin Electrophysiol. 2020;6(3):295–303.CrossRefPubMed Tsushima T, Nadeem F, Al-Kindi S, Clevenger JR, Bansal EJ, Wheat HL, et al. Risk prediction model for cardiac implantable electronic device implantation after transcatheter aortic valve replacement. JACC Clin Electrophysiol. 2020;6(3):295–303.CrossRefPubMed
19.
go back to reference Shivamurthy P, Vejpongsa P, Gurung S, Jacob R, Zhao Y, Anderson HV, et al. Validation of scoring system predicting permanent pacemaker implantation after transcatheter aortic valve replacement. Pacing Clin Electrophysiol. 2020;43(5):479–85.CrossRefPubMed Shivamurthy P, Vejpongsa P, Gurung S, Jacob R, Zhao Y, Anderson HV, et al. Validation of scoring system predicting permanent pacemaker implantation after transcatheter aortic valve replacement. Pacing Clin Electrophysiol. 2020;43(5):479–85.CrossRefPubMed
20.
go back to reference Professional member of structural heart disease of Cardiovascular Physicians Branch of Chinese Medical Doctor Association, Structural cardiology group of Cardiology Branch of Chinese Medical Association. Chinese expert consensus on transcatheter aortic valve replacement. Chin J Interv Cardiol. 2015;23(12):661–7. Professional member of structural heart disease of Cardiovascular Physicians Branch of Chinese Medical Doctor Association, Structural cardiology group of Cardiology Branch of Chinese Medical Association. Chinese expert consensus on transcatheter aortic valve replacement. Chin J Interv Cardiol. 2015;23(12):661–7.
21.
go back to reference Structural Heart Disease Professional Committee of Cardiovascular Physicians Branch of Chinese Medical Doctor Association. Chinese expert consensus on transcatheter aortic valve replacement (2020 Update). Chin J Interv Cardiol. 2020;28(6):301–9. Structural Heart Disease Professional Committee of Cardiovascular Physicians Branch of Chinese Medical Doctor Association. Chinese expert consensus on transcatheter aortic valve replacement (2020 Update). Chin J Interv Cardiol. 2020;28(6):301–9.
22.
go back to reference Liao YB, Zhao ZG, Wei X, Xu YN, Zuo ZL, Li YJ, et al. Transcatheter aortic valve implantation with the self-expandable venus A-Valve and CoreValve devices: preliminary experiences in China. Catheter Cardiovasc Interv. 2017;89(S1):528–33.CrossRefPubMed Liao YB, Zhao ZG, Wei X, Xu YN, Zuo ZL, Li YJ, et al. Transcatheter aortic valve implantation with the self-expandable venus A-Valve and CoreValve devices: preliminary experiences in China. Catheter Cardiovasc Interv. 2017;89(S1):528–33.CrossRefPubMed
23.
go back to reference Zhou D, Pan W, Wang J, Wu Y, Chen M, Modine T, et al. VitaFlow transcatheter valve system in the treatment of severe aortic stenosis: one-year results of a multicenter study. Catheter Cardiovasc Interv. 2020;95(2):332–8.CrossRefPubMed Zhou D, Pan W, Wang J, Wu Y, Chen M, Modine T, et al. VitaFlow transcatheter valve system in the treatment of severe aortic stenosis: one-year results of a multicenter study. Catheter Cardiovasc Interv. 2020;95(2):332–8.CrossRefPubMed
24.
go back to reference Malebranche D, Bartkowiak J, Ryffel C, Bernhard B, Elsmaan M, Nozica N, et al. Validation of the 2019 expert consensus algorithm for the management of conduction disturbances after TAVR. JACC Cardiovasc Interv. 2021;14(9):981–91.CrossRefPubMed Malebranche D, Bartkowiak J, Ryffel C, Bernhard B, Elsmaan M, Nozica N, et al. Validation of the 2019 expert consensus algorithm for the management of conduction disturbances after TAVR. JACC Cardiovasc Interv. 2021;14(9):981–91.CrossRefPubMed
25.
go back to reference Lilly SM, Deshmukh AJ, Epstein AE, Ricciardi MJ, Shreenivas S, Velagapudi P, et al. 2020 ACC expert consensus decision pathway on management of conduction disturbances in patients undergoing transcatheter aortic valve replacement: a report of the American College of Cardiology Solution Set Oversight Committee. J Am Coll Cardiol. 2020;76(20):2391–411.CrossRefPubMed Lilly SM, Deshmukh AJ, Epstein AE, Ricciardi MJ, Shreenivas S, Velagapudi P, et al. 2020 ACC expert consensus decision pathway on management of conduction disturbances in patients undergoing transcatheter aortic valve replacement: a report of the American College of Cardiology Solution Set Oversight Committee. J Am Coll Cardiol. 2020;76(20):2391–411.CrossRefPubMed
26.
go back to reference Sammour Y, Krishnaswamy A, Kumar A, Puri R, Tarakji KG, Bazarbashi N, et al. Incidence, predictors, and implications of permanent pacemaker requirement after transcatheter aortic valve replacement. JACC Cardiovasc Interv. 2021;14(2):115–34.CrossRefPubMed Sammour Y, Krishnaswamy A, Kumar A, Puri R, Tarakji KG, Bazarbashi N, et al. Incidence, predictors, and implications of permanent pacemaker requirement after transcatheter aortic valve replacement. JACC Cardiovasc Interv. 2021;14(2):115–34.CrossRefPubMed
27.
go back to reference Dowling C, Bavo AM, El Faquir N, Mortier P, de Jaegere P, De Backer O, et al. Patient-specific computer simulation of transcatheter aortic valve replacement in bicuspid aortic valve morphology. Circ Cardiovasc Imaging. 2019;12(10):e009178.CrossRefPubMed Dowling C, Bavo AM, El Faquir N, Mortier P, de Jaegere P, De Backer O, et al. Patient-specific computer simulation of transcatheter aortic valve replacement in bicuspid aortic valve morphology. Circ Cardiovasc Imaging. 2019;12(10):e009178.CrossRefPubMed
28.
go back to reference Dowling C, Firoozi S, Brecker SJ. First-in-human experience with patient-specific computer simulation of TAVR in bicuspid aortic valve morphology. JACC Cardiovasc Interv. 2020;13(2):184–92.CrossRefPubMed Dowling C, Firoozi S, Brecker SJ. First-in-human experience with patient-specific computer simulation of TAVR in bicuspid aortic valve morphology. JACC Cardiovasc Interv. 2020;13(2):184–92.CrossRefPubMed
29.
go back to reference Mummert J, Sirois E, Sun W. Quantification of biomechanical interaction of transcatheter aortic valve stent deployed in porcine and ovine hearts. Ann Biomed Eng. 2013;41(3):577–86.CrossRefPubMed Mummert J, Sirois E, Sun W. Quantification of biomechanical interaction of transcatheter aortic valve stent deployed in porcine and ovine hearts. Ann Biomed Eng. 2013;41(3):577–86.CrossRefPubMed
30.
go back to reference Michail M, Cameron JN, Nerlekar N, Ihdayhid AR, McCormick LM, Gooley R, et al. Periprocedural myocardial injury predicts short- and long-term mortality in patients undergoing transcatheter aortic valve replacement. Circ Cardiovasc Interv. 2018;11(11):e007106.CrossRefPubMed Michail M, Cameron JN, Nerlekar N, Ihdayhid AR, McCormick LM, Gooley R, et al. Periprocedural myocardial injury predicts short- and long-term mortality in patients undergoing transcatheter aortic valve replacement. Circ Cardiovasc Interv. 2018;11(11):e007106.CrossRefPubMed
31.
go back to reference Imamura T, Oshima A, Narang N, Onoda H, Tanaka S, Ushijima R, et al. Clinical implications of troponin-T elevations following TAVR: Troponin Increase Following TAVR. J Cardiol. 2022;79(2):240–6.CrossRefPubMed Imamura T, Oshima A, Narang N, Onoda H, Tanaka S, Ushijima R, et al. Clinical implications of troponin-T elevations following TAVR: Troponin Increase Following TAVR. J Cardiol. 2022;79(2):240–6.CrossRefPubMed
32.
go back to reference Kim WK, Rolf A, Liebetrau C, Van Linden A, Blumenstein J, Kempfert J, et al. Detection of myocardial injury by CMR after transcatheter aortic valve replacement. J Am Coll Cardiol. 2014;64(4):349–57.CrossRefPubMed Kim WK, Rolf A, Liebetrau C, Van Linden A, Blumenstein J, Kempfert J, et al. Detection of myocardial injury by CMR after transcatheter aortic valve replacement. J Am Coll Cardiol. 2014;64(4):349–57.CrossRefPubMed
33.
go back to reference Lee KH, Yagishita A, Ohno Y, Sakai T, Sakai K, Miyamoto J, et al. Late-onset atrioventricular block after transcatheter aortic valve replacement. Heart Rhythm O2. 2021;2(6 Part A):607–13.CrossRefPubMedPubMedCentral Lee KH, Yagishita A, Ohno Y, Sakai T, Sakai K, Miyamoto J, et al. Late-onset atrioventricular block after transcatheter aortic valve replacement. Heart Rhythm O2. 2021;2(6 Part A):607–13.CrossRefPubMedPubMedCentral
34.
go back to reference Personal Communication, 2019. STS/ACC Registry. Timing of pacemaker implantation (data file from STS/ACC TVT Registry) Personal Communication, 2019. STS/ACC Registry. Timing of pacemaker implantation (data file from STS/ACC TVT Registry)
35.
go back to reference Vejpongsa P, Zhang X, Bhise V, Kitkungvan D, Shivamurthy P, Anderson HV, et al. Risk prediction model for permanent pacemaker implantation after transcatheter aortic valve replacement. Struct Heart. 2018;2(4):328–35.CrossRef Vejpongsa P, Zhang X, Bhise V, Kitkungvan D, Shivamurthy P, Anderson HV, et al. Risk prediction model for permanent pacemaker implantation after transcatheter aortic valve replacement. Struct Heart. 2018;2(4):328–35.CrossRef
36.
go back to reference Tsushima T, Al-Kindi S, Nadeem F, Attizzani GF, Elgudin Y, Markowitz A, et al. Machine learning algorithms for prediction of permanent pacemaker implantation after transcatheter aortic valve replacement. Circ Arrhythm Electrophysiol. 2021;14(3):e008941.CrossRefPubMed Tsushima T, Al-Kindi S, Nadeem F, Attizzani GF, Elgudin Y, Markowitz A, et al. Machine learning algorithms for prediction of permanent pacemaker implantation after transcatheter aortic valve replacement. Circ Arrhythm Electrophysiol. 2021;14(3):e008941.CrossRefPubMed
37.
go back to reference Truong VT, Beyerbach D, Mazur W, Wigle M, Bateman E, Pallerla A, et al. Machine learning method for predicting pacemaker implantation following transcatheter aortic valve replacement. Pacing Clin Electrophysiol. 2021;44(2):334–40.CrossRefPubMed Truong VT, Beyerbach D, Mazur W, Wigle M, Bateman E, Pallerla A, et al. Machine learning method for predicting pacemaker implantation following transcatheter aortic valve replacement. Pacing Clin Electrophysiol. 2021;44(2):334–40.CrossRefPubMed
Metadata
Title
A prediction model for permanent pacemaker implantation after transcatheter aortic valve replacement
Authors
Yiming Qi
Xiaolei Lin
Wenzhi Pan
Xiaochun Zhang
Yuefan Ding
Shasha Chen
Lei Zhang
Daxin Zhou
Junbo Ge
Publication date
01-12-2023

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