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Record W4388573389 · doi:10.1016/j.hroo.2023.11.004

Reducing inappropriate and unnecessary implantable cardioverter-defibrillator therapy: Is patient confirmation via a mobile application the solution?

2023· article· en· W4388573389 on OpenAlexaboutno aff
Alwin B. P. Noordman, Michiel Rienstra, Yuri Blaauw, Robert G Tieleman, Alexander H. Maass

Bibliographic record

VenueHeart Rhythm O2 · 2023
Typearticle
Languageen
FieldMedicine
TopicCardiac pacing and defibrillation studies
Canadian institutionsnot available
FundersHartstichting
KeywordsImplantable cardioverter-defibrillatorMedicineIntensive care medicineMedical emergencyInternal medicine

Abstract

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Implantable cardioverter-defibrillators (ICDs) have been shown to be associated with a reduction of all-cause mortality mostly driven by reduction of sudden cardiac death (SCD).1Connolly S.J. Hallstrom A.P. Cappato R. Schron E.B. Kuck K.H. Zipes D.P. et al.Meta-analysis of the implantable cardioverter defibrillator secondary prevention trials. AVID, CASH and CIDS studies. Antiarrhythmics vs Implantable Defibrillator study. Cardiac Arrest Study Hamburg . Canadian Implantable Defibrillator Study.Eur Heart J. 2000; 21: 2071-2078Crossref PubMed Scopus (964) Google Scholar,2Moss A.J. Hall W.J. Cannom D.S. Daubert J.P. Higgins S.L. Klein H. et al.Improved survival with an implanted defibrillator in patients with coronary disease at high risk for ventricular arrhythmia. Multicenter Automatic Defibrillator Implantation Trial Investigators.N Engl J Med. 1996; 335: 1933-1940Crossref PubMed Scopus (3640) Google Scholar However, a substantial number of patients receive inappropriate therapies, delivered in the absence of potentially life-threatening ventricular arrhythmias. Modern ICD programming has led to a reduction of inappropriate shocks to 7% in 4 years.3Knops R.E. Olde Nordkamp L.R.A. Delnoy P.H.M. Boersma L.V.A. Kuschyk J. El-Chami M.F. et al.Subcutaneous or Transvenous Defibrillator Therapy.N Engl J Med. 2020; 383: 526-536Crossref PubMed Scopus (237) Google Scholar Besides being painful and a potential source of anxiety, inappropriate shocks are potentially arrhythmogenic and can even increase the risk of death.4van Rees J.B. Borleffs C.J. de Bie M.K. Stijnen T. van Erven L. Bax J.J. et al.Inappropriate implantable cardioverter-defibrillator shocks: incidence, predictors, and impact on mortality.J Am Coll Cardiol. 2011; 57: 556-562Crossref PubMed Scopus (359) Google Scholar In this creative concept, we propose a novel idea which could potentially be implemented in the future to reduce the number of inappropriate and unnecessary ICD therapies. ICD therapies are generally defined as appropriate or inappropriate. Some patients might benefit from early delivery of ICD therapies, since too long a delay might result in patients losing consciousness and potentially lead to physical injury as well as a loss in bodily confidence. In other patients, ICDs may deliver therapies too soon, for instance in the presence of ventricular tachycardias (VTs) which would otherwise have terminated spontaneously and when a patient is still hemodynamically stable and experiences little or no symptoms. Current strategies imply that rate is the major determinant of hemodynamic instability, whereas many more factors are of importance, such as underlying cardiac function, ventricular activation patterns and hemodynamic demand at the moment of occurrence of the arrhythmia. It is thought that less than one third of ICD therapies is life-saving.5Bardy G.H. Lee K.L. Mark D.B. Poole J.E. Packer D.L. Boineau R. et al.Amiodarone or an implantable cardioverter-defibrillator for congestive heart failure.N Engl J Med. 2005; 352: 225-237Crossref PubMed Scopus (5525) Google Scholar The MADIT-RIT study demonstrated that delayed therapy led to fewer first and total occurrences of appropriate therapy.6Moss A.J. Schuger C. Beck C.A. Brown M.W. Cannom D.S. Daubert J.P. et al.Reduction in inappropriate therapy and mortality through ICD programming.N Engl J Med. 2012; 367: 2275-2283Crossref PubMed Scopus (1076) Google Scholar This could indicate that VTs may terminate spontaneously without the requirement of ICD therapy, as has been shown to be the case for approximately 35% of VT episodes.7Tsukahara K. Oginosawa Y. Fujino Y. Honda T. Kikuchi K. Nozoe M. et al.RR interval variability in the evaluation of ventricular tachycardia and effects of implantable cardioverter defibrillator therapy.J Arrhythm. 2021; 37: 1052-1060Crossref PubMed Scopus (0) Google Scholar Similarly, the PREPARE study, which applied detection prolongation through a higher number of intervals to detect, found fewer shocks, without an increase in untreated VTs and arrhythmic syncope.8Wilkoff B.L. Williamson B.D. Stern R.S. Moore S.L. Lu F. Lee S.W. et al.Strategic programming of detection and therapy parameters in implantable cardioverter-defibrillators reduces shocks in primary prevention patients: results from the PREPARE (Primary Prevention Parameters Evaluation) study.J Am Coll Cardiol. 2008; 52: 541-550Crossref PubMed Scopus (473) Google Scholar These results support the notion that, in the case of spontaneously terminating VTs, the delivery of a shock or antitachycardia pacing (ATP) would be unnecessary. Furthermore, ATP can in itself be proarrhythmic, converting hemodynamically stable VT into faster VT or ventricular fibrillation (VF). Therefore, a third category of ICD therapies exists in addition to appropriate and inappropriate therapies, namely that of unnecessary therapies. There is a need to reduce the number of inappropriate and unnecessary therapies. Part of the solution is ICD programming. To prevent inappropriate therapy for atrial fibrillation with fast ventricular conduction, higher rates are programmed and discriminators are set in place. In order to differentiate between supraventricular tachycardia (SVT) and VT, morphology of near-field and far-field intracardiac electrograms can be analyzed by the ICD. In addition to programming high rates and rhythm discriminators, modern ICD programming is often set to a number of intervals to detect of 30.9Wilkoff BL, Fauchier L, Stiles MK, Morillo CA, Al-Khatib SM, Almendral J, et al. 2015 HRS/EHRA/APHRS/SOLAECE expert consensus statement on optimal implantable cardioverter-defibrillator programming and testing. Europace. 2016;18(2):159-183.Google Scholar Although higher than in the past, this means that most therapies occur within 10 seconds. The ENHANCED-ICD study demonstrated that a further delay was safe and could prevent unnecessary therapies in a considerable number of patients.10Mastenbroek M.H. Pedersen S.S. van der Tweel I. Doevendans P.A. Meine M. Results of ENHANCED Implantable Cardioverter Defibrillator Programming to Reduce Therapies and Improve Quality of Life (from the ENHANCED-ICD Study).Am J Cardiol. 2016; 117: 596-604Abstract Full Text Full Text PDF PubMed Scopus (16) Google Scholar In addition to ICD programming, remote monitoring plays an important role, since it can help to reduce the number of inappropriate shocks.11Guédon-Moreau L. Kouakam C. Klug D. Marquié C. Brigadeau F. Boulé S. et al.Decreased delivery of inappropriate shocks achieved by remote monitoring of ICD: a substudy of the ECOST trial.J Cardiovasc Electrophysiol. 2014; 25: 763-770Crossref PubMed Scopus (68) Google Scholar In fact, the current guidelines recommend remote monitoring for this reason.12Zeppenfeld K, Tfelt-Hansen J, de Riva M, Winkel BG, Behr ER, Blom NA, et al. 2022 ESC Guidelines for the management of patients with ventricular arrhythmias and the prevention of sudden cardiac death. Eur Heart J. 2022;43(40):3997-4126.Google Scholar A check for hemodynamic stability of the detected arrhythmia would be the ultimate discriminator between appropriate and inappropriate or unnecessary ICD therapies. To achieve this, several techniques are envisioned. The patient could be involved in checking hemodynamic effects of the tachycardia or the ICD or an additional tool could be used to (semi)quantitatively analyze changes in blood pressure. Closed-loop stimulation is used as a sensor for rate response but could also be tested for hemodynamic consequences of tachycardias.13Osswald S. Cron T. Grädel C. Hilti P. Lippert M. Ströbel J. et al.Closed-loop stimulation using intracardiac impedance as a sensor principle: correlation of right ventricular dP/dtmax and intracardiac impedance during dobutamine stress test.Pacing Clin Electrophysiol. 2000; 23: 1502-1508Crossref PubMed Google Scholar The analysis of finger plethysmography or impedance cardiography would involve an additional device that communicates with the ICD but these techniques have been incorporated into daily clinical practice and testing their use would be limited to communication with the ICD and definition of thresholds to withhold therapy. In our view, patient involvement constitutes the most promising and easiest additional discriminator which may be useful for withholding unnecessary and inappropriate ICD therapies. In the end, if still conscious, the patient can be instructed to assess their situation for symptoms of hemodynamic instability, such as dizziness. A thus far unexplored strategy concerns patient confirmation through a mobile application. Mobile phones and smartwatches have become commonplace. This brings opportunities for health advancement. Mobile applications are already used in cardiac care. They have been found to be useful for several different patient populations, for instance for home-based cardiac rehabilitation via a smartphone in post-myocardial infarction patients,14Varnfield M. Karunanithi M. Lee C.K. Honeyman E. Arnold D. Ding H. et al.Smartphone-based home care model improved use of cardiac rehabilitation in postmyocardial infarction patients: results from a randomised controlled trial.Heart. 2014; 100: 1770-1779Crossref PubMed Scopus (354) Google Scholar and for telemonitoring in patients with heart failure,15Seto E. Leonard K.J. Cafazzo J.A. Barnsley J. Masino C. Ross H.J. Mobile phone-based telemonitoring for heart failure management: a randomized controlled trial.J Med Internet Res. 2012; 14: e31Crossref PubMed Scopus (217) Google Scholar with smartwatches and a mobile application being used in the detection of atrial fibrillation.16Dörr M. Nohturfft V. Brasier N. Bosshard E. Djurdjevic A. Gross S. et al.The WATCH AF Trial: SmartWATCHes for Detection of Atrial Fibrillation.JACC Clin Electrophysiol. 2019; 5: 199-208Crossref PubMed Scopus (141) Google Scholar,17Rozen G. Vaid J. Hosseini S.M. Kaadan M.I. Rafael A. Roka A. et al.Diagnostic Accuracy of a Novel Mobile Phone Application for the Detection and Monitoring of Atrial Fibrillation.Am J Cardiol. 2018; 121: 1187-1191Abstract Full Text Full Text PDF PubMed Scopus (34) Google Scholar Mobile applications can also be used for remote monitoring of pacemakers and ICDs, which showed a higher transmission success rate as compared with traditional forms of remote monitoring.18Tarakji K.G. Zaidi A.M. Zweibel S.L. Varma N. Sears S.F. Allred J. et al.Performance of first pacemaker to use smart device app for remote monitoring.Heart Rhythm O2. 2021; 2: 463-471Abstract Full Text Full Text PDF PubMed Google Scholar A mobile application may also be of great benefit to patients with an ICD. The role we envision the application to have is as follows: when the ICD is about to deliver a shock or ATP, whether appropriate or inappropriate, it will first signal this to the application on the smartphone or, alternatively, smartwatch of the patient. Through an alarm, the mobile application will alert the patient that an ATP or shock will be delivered within a predefined time interval unless they click a button (Figure 1). If the patient is hemodynamically compromised, they will not click the button, resulting in the ICD delivering its programmed therapies. If the patient is hemodynamically stable, they will click the button, preventing the occurrence of inappropriate or unnecessary therapy (Figure 2). In order to further prevent unnecessary therapies, blood pressure could be measured (semi)quantitatively by a smartwatch functioning as a plethysmograph, the data of which could be used by the ICD to determine whether or not the patient is hemodynamically stable (Figure 3). The plethysmograph could alternatively be implanted at the time of ICD implantation or even incorporated into the ICD itself as an additional feature, which would result in continuous blood pressure registration. Plethysmography in this context would not be helpful in patients with a left ventricular assist device, however, although this concerns only a small number of patients. The time during which therapy is withheld could be programmable, with the alert recurring for instance every ten seconds during the first minute, every minute during the ensuing nine minutes and subsequently every five minutes during the ensuing hour to check whether the patient is still conscious. The mentioned time intervals may need to vary according to the VT cycle length, shorter for faster VTs and longer for slower VTs. In addition, patients with a preserved ejection fraction could tolerate longer and faster VTs than those with (severely) compromised systolic ventricular function. In the moments after the patient clicked the button to withhold ICD therapy, plethysmography could also be helpful and be used to monitor the hemodynamic state of the patient. In the case of hemodynamic stability, no further alerts will be required. The recurring alerts would then only be necessary if the patient is hemodynamically unstable as determined by plethysmography, in which case the patient will not withhold therapy, unless there is a defect in the plethysmography system. Plethysmography may therefore obviate the need for patients to frequently click the button. A time-out could be programmed to deliver therapy even if the patient is actively trying to withhold therapy if the arrhythmia is faster than a certain programmed heart rate. If the patient transitions to a cardiac arrest, the ICD will still deliver a shock or ATP. Additionally, after a certain programmable period, the smartphone could send an automated call to the emergency services without the need for the patient to make the call. The location of the patient could be transmitted by GPS coordinates.Figure 2Schematic displaying the potential role of the mobile application, photoplethysmography and patient involvement in the case of an arrhythmia. ATP, antitachycardia pacing; ICD, implantable cardioverter-defibrillator; PPG, photoplethysmography; (S)VT, (supra)ventricular tachycardia.View Large Image Figure ViewerDownload Hi-res image Download (PPT)Figure 3Several types of arrhythmias as detected by the ICD and the arterial blood pressure as measured by photoplethysmography. ECG, electrocardiography; HS VT, hemodynamically stable ventricular tachycardia; HU VT, hemodynamically unstable ventricular tachycardia; PPG, photoplethysmography; SVT, supraventricular tachycardia.View Large Image Figure ViewerDownload Hi-res image Download (PPT) The proposed mobile application, which currently is still hypothetical, has several potential advantages. First, it may reduce the incidence of inappropriate and unnecessary shocks and hence their deleterious effects, especially considering the fact that delaying therapy through ICD programming resulted in the prevention of unnecessary therapies in 10% of patients in a previous study.10Mastenbroek M.H. Pedersen S.S. van der Tweel I. Doevendans P.A. Meine M. Results of ENHANCED Implantable Cardioverter Defibrillator Programming to Reduce Therapies and Improve Quality of Life (from the ENHANCED-ICD Study).Am J Cardiol. 2016; 117: 596-604Abstract Full Text Full Text PDF PubMed Scopus (16) Google Scholar Second, it could promote self-management, with ICD recipients having more control over their own treatment, although this may be highly patient-specific. Third, delaying ICD therapy will allow extra time for hemodynamically stable VTs to terminate, likely reducing the number of unnecessary shocks. Fourth, by allowing ICDs to be programmed to also target slower VTs, which may sometimes be hemodynamically poorly tolerated, this application may prevent inappropriately withheld ICD therapy. Fifth, but not the least important, patients get the chance to manoeuvre themselves into a safe situation, for instance if the ICD is about to deliver therapy while driving or when the patient is in an unsafe position such as when standing on a ladder. In addition to the advantages, there are also several important potential disadvantages that should be discussed. One of the disadvantages is that patients must click the button within a certain time frame, which means that they should have their smartphone with them at all times. A smartwatch would be easier to use in this regard. In certain situations, such as while driving, an alarm may distract the patient, leading to potentially dangerous situations. Careful consideration should be given to potential solutions to this problem. In addition, it is important that patients are mentally healthy and stable, because some patients may be apprehensive of withholding ICD therapy and may experience anxiety as a result. Furthermore, patients potentially have to click the button multiple times to avert inappropriate shocks. Hypothetically, a bystander could potentially click the button when therapy is in fact needed. would not this since a bystander could the finger of the patient, potentially by and use it to click the button. a patient to the mobile application to their would be a potential It is of the that appropriate be to prevent inappropriate use of the application. may be one of the for of this mobile application in clinical with of guidelines and of for the of mobile applications important Mobile 2021; PubMed Scopus Google Scholar It is also to involve all in the Mobile 2021; PubMed Scopus Google A. E. R. J. N. Careful for app from PubMed Scopus Google Scholar some control over the occurrence of appropriate therapies to patients already the proposed application patients with the of inappropriate and unnecessary therapies, currently patients to appropriate ATP for tachycardia with This has been shown to such T. S. pacing in heart Clin Electrophysiol. PubMed Scopus (0) Google Scholar In a a mobile application may be of great benefit to patients with ventricular arrhythmias. In fact, patient already exists in this the cardioverter-defibrillator the patient to a this, the patient must S. H. C. Klein et al.The current and PubMed Scopus Google Scholar In this patient involvement has been shown to prevent inappropriate S. J. S. I. et a high risk of sudden arrhythmic death. with the cardioverter defibrillator Clin Electrophysiol. PubMed Scopus Google Scholar has been shown to be with more than of patients the cardioverter-defibrillator at least of the M.K. S.J. M. E. B.D. et experience with the and Am Coll Cardiol. PubMed Scopus Google Scholar application for remote through which patients can also send themselves if instructed to currently exists for certain ICD and cardiac therapy defibrillator as well as implantable the the use is already as patients it with symptoms but without transmission from the device to the The application data from the implanted device and it to the This application could potentially be used also for the proposed as to patients more control in their own therapy. Furthermore, there are many mobile health applications which generally on the of application, they can increase patient and of N. J. R. et health applications for atrial fibrillation for and patients: a 2020; Scopus Google Scholar need to be our proposed application can be used in clinical have to be to the application. ICD device and in the of and patients, must be involved in the of the mobile application. care must be to reduce the risk of the mobile application being by the involvement of is to that the mobile application is safe to use for patients. is the case for ICDs, which themselves are also to to as to Cardiac implantable and Med 2021; PubMed Scopus Google A. M.K. K. V. et for Cardiac Implantable Am Coll Cardiol. 2018; PubMed Scopus Google Scholar A analysis of the impact of the application on patients, their of and and should be are to reduction of inappropriate and appropriate therapies. could healthy patients have an for the implantation of an ICD and them to In patients would receive an ICD, but in only one of the will the mobile application be implemented as an a clinical could whether patients in the mobile application experience fewer appropriate and inappropriate ICD therapies, while also patient and In addition, the optimal time interval between alarm and delivery of therapy as well as the optimal number of and time interval between the alerts should be This is highly patient-specific. Cardiac and VT cycle are important of hemodynamic It is also important to the experience of patients with the application, especially with to its the and all other and of have been further should be applied to the mobile application on the from patient patient experience and patient important to to the clinical of the mobile application concerns necessary and by the all these have been for the use of the proposed mobile application should be in the after which in clinical in the not and smartwatches will be with the ICD, that they become an of at least for those patients are most likely to benefit from the mobile application. least should patients are healthy and and since not all patients may be for the of the mobile application in their given some of the potential however, if not patients should be to use the application, especially considering the fact that the result of not the button would not be different from the current situation, since the ICD would then deliver its therapies. There is a role for the to determine the optimal programming strategy on a However, this not additional to the considering that changes in programming may only be in the case of an inappropriate or unnecessary at which time a is currently already In although ICDs an important in the the of inappropriate and unnecessary ICD therapies A mobile application which alerts patients that a shock or ATP will be delivered within a predefined time interval unless a button is clicked may be to reduce the number of ICD therapies as well as their associated and

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.223
Threshold uncertainty score0.413

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.018
GPT teacher head0.277
Teacher spread0.259 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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