(13) Modelling the lifetime cost-effectiveness of catheter ablation for atrial fibrillation with heart failure

Home

Questions

1

2

3

4

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

Papers

PMCID: 6731807 (link)

Year: 2019

Reviewer Paper ID: 13

Project Paper ID: 60

Q1 - Title

Question description: Does the title clearly identify the study as an economic evaluation and specify the interventions being compared?

Explanation: The title directly identifies the study as an economic evaluation by using the phrase 'cost-effectiveness,' and it specifies 'catheter ablation for atrial fibrillation with heart failure' as the intervention being compared.

Quotes:

  • Modelling the lifetime cost-effectiveness of catheter ablation for atrial fibrillation with heart failure

Q2 - Abstract

Question description: Does the abstract provide a structured summary that includes the context, key methods, results, and alternative analyses?

Explanation: The abstract of the manuscript does not follow a structured format, as it lacks explicitly labeled sections for context, methods, results, and alternative analyses, which are typically referred to as 'structured abstracts.' It provides information on objectives, design, participants, interventions, results, and conclusions, but these are not distinctly outlined in a structured format that includes all elements mentioned in the question.

Quotes:

  • Abstract Objectives: Assessing the cost-effectiveness credentials of this intervention in patients with concomitant atrial fibrillation (AF) and heart failure (HF) compared with usual medical therapy.
  • Design: A Markov model comprising two health states (ie, alive or dead) was constructed.
  • Results: The catheter ablation was associated with a cost of $A44 377 per person, in comparison to $A28 506 for the medical therapy ...
  • Conclusions: Offering catheter ablation procedure to patients with systematic paroxysmal or persistent AF who failed to respond to antiarrhythmic drugs was associated with higher costs, greater benefits.

Q3 - Background and objectives

Question description: Does the introduction provide the context for the study, the study question, and its practical relevance for decision-making in policy or practice?

Explanation: The introduction provides the context for the study by discussing the prevalence and impact of atrial fibrillation and heart failure. It also states the study question about the cost-effectiveness of catheter ablation for these conditions and its relevance for healthcare policy by highlighting the knowledge gap and economic considerations within the healthcare system.

Quotes:

  • Chronic heart failure (HF) and atrial fibrillation (AF) are common conditions that contribute significantly to the risk of death worldwide.
  • Lack of both clinical evidence and consensus from guidelines regarding the best management approach for patients with HF and AF concomitantly leaves a huge knowledge gap in this field.
  • The unanswered question now is whether it is cost-effective to offer catheter ablation to patients comorbid with HF and AF given (1) the cost-effectiveness credential for catheter ablation in AF is not directly applicable to a patient group with concomitant HF and AF; (2) scarce healthcare resources.

Q4 - Health economic analysis plan

Question description: Was a health economic analysis plan developed, and if so, where is it available?

Explanation: The manuscript does not mention the development of a specific health economic analysis plan or provide any information on its availability. The focus is on the modelled economic evaluation, description of the Markov model, and the parameters used in the study.

Quotes:

  • A Markov model comprising two health states (ie, alive or dead) was constructed. The transition probabilities were directly derived from published Kaplan-Meier curves of the pivotal randomised controlled trial and extrapolated over the cohort's lifetime using recommended methods.
  • A modelled economic evaluation was performed to assess the cost-effectiveness of catheter ablation in treating Australian patients with concomitant AF and HF from a healthcare system perspective over a lifetime horizon.

Q5 - Study population

Question description: Are the characteristics of the study population (e.g., age range, demographics, socioeconomic, or clinical characteristics) described?

Explanation: The manuscript provides a description of the study population characteristics, detailing aspects such as median age, gender predominance, response to treatment, and type of AF they suffer from.

Quotes:

  • 'More specifically, the patients modelled had a median age of 64 years, were predominantly male (over 84%), failed to respond/contraindicated to antiarrhythmic medications and had one of three types of AF (ie, paroxysmal, persistent, long-standing persistent).'
  • 'A hypothetical Australian cohort of patients with concomitant AF and HF who are resistant to antiarrhythmic treatment.'

Q6 - Setting and location

Question description: Is relevant contextual information (such as setting and location) provided that may influence the findings of the study?

Explanation: Relevant contextual information is provided, specifically describing the study setting and location. The manuscript states that the hypothetical cohort of patients used in the model is based in Australia, and the Markov model was constructed from an Australian healthcare system perspective. This setting is significant as it impacts cost-effectiveness due to different healthcare costs and resources, which can influence the findings.

Quotes:

  • A hypothetical Australian cohort of patients with concomitant AF and HF who are resistant to antiarrhythmic treatment.
  • A modelled economic evaluation was performed to assess the cost-effectiveness of catheter ablation in treating Australian patients with concomitant AF and HF from a healthcare system perspective over a lifetime horizon.
  • The primary aim of this study was to assess the lifetime cost-effectiveness of catheter ablation compared with conservative medical therapy in treatment patients with concomitant AF and HF from an Australian healthcare system perspective.

Q7 - Comparators

Question description: Are the interventions or strategies being compared described, along with the rationale for their selection?

Explanation: The manuscript clearly describes both the interventions being compared, which are catheter ablation and medical therapy, and provides a rationale for their selection. Specifically, it highlights the effectiveness of catheter ablation in patients with AF, citing recent trials, and the lack of consensus on managing patients with concomitant HF and AF.

Quotes:

  • "Interventions: Catheter ablation versus medical therapy."
  • "Catheter ablation is a well-established option for symptomatic AF that is resistant to drug therapy in patients with otherwise normal cardiac function."
  • "The primary aim of this study was to assess the lifetime cost-effectiveness of catheter ablation compared with conservative medical therapy in treatment patients with concomitant AF and HF from an Australian healthcare system perspective."

Q8 - Perspective

Question description: What perspective(s) were adopted by the study, and why were they chosen?

Explanation: The study adopted a healthcare system perspective, specifically the Australian healthcare system perspective, to evaluate the cost-effectiveness of catheter ablation for patients with AF and HF. This perspective was chosen because Australia has universal coverage of publicly funded health insurance, making it relevant to assess costs from this viewpoint.

Quotes:

  • A lifetime horizon and a healthcare system perspective were taken.
  • As Australia has universal coverage of publicly funded health insurance (ie, Medicare), a healthcare system perspective was adopted to gauge the cost associated with catheter ablation in patients with AF and HF.

Q9 - Time horizon

Question description: What is the time horizon for the study, and why is it appropriate?

Explanation: The time horizon for the study is a lifetime, which is appropriate because it captures the long-term costs and effects of catheter ablation versus medical therapy in treating patients with atrial fibrillation and heart failure. This is essential for a comprehensive analysis of cost-effectiveness over the life span of patients.

Quotes:

  • A lifetime horizon and a healthcare system perspective were taken.
  • The base case time horizon was set to 30 years to capture the lifetime treatment benefit from catheter ablation.

Q10 - Discount rate

Question description: What discount rate(s) were used, and what was the rationale for choosing them?

Explanation: The article states that a 3% discount rate was applied to both costs and benefits to account for their present value over time.

Quotes:

  • All costs and benefits were discounted at 3% annually.
  • As Australia has universal coverage of publicly funded health insurance (ie, Medicare), a healthcare system perspective was adopted to gauge the cost associated with catheter ablation in patients with AF and HF; a 3% discount rate was applied for costs, quality-adjusted life years (QALYs) and life years (LYs).

Q11 - Selection of outcomes

Question description: What outcomes were used as measures of benefit and harm?

Explanation: The manuscript specifies that QALYs (quality-adjusted life years) and LYs (life years) were used as outcomes to measure the benefits of catheter ablation versus medical therapy. This is shown in both the results section and throughout the cost-effectiveness analysis, where these outcomes are central to evaluating the intervention's effectiveness.

Quotes:

  • Catheter ablation contributed to 4.58 quality-adjusted life years (QALYs) and 6.99 LY gains compared with 4.30 QALYs and 6.53 LY gains, respectively, in the medical therapy arm.
  • The corresponding QALYs and LYs were 4.58 and 6.99 in the catheter ablation arm, and 4.30 and 6.53 in the medical therapy arm, which resulted in ICERs of $A55 942/QALY and $A35 020/LY, respectively.

Q12 - Measurement of outcomes

Question description: How were the outcomes used to capture benefits and harms measured?

Explanation: The manuscript does not provide specific details on how outcomes were measured to capture benefits and harms. Instead, it gives a broad outline of the model's approach and the types of outcomes used (e.g., QALYs, LYs) but does not describe the specific measurement tools or methods used for evaluating these outcomes.

Quotes:

  • Catheter ablation contributed to 4.58 quality-adjusted life years (QALYs) and 6.99 LY gains compared with 4.30 QALYs and 6.53 LY gains, respectively, in the medical therapy arm.
  • Incremental cost-effectiveness ratios (ICERs) were calculated on the basis of two outcomes: QALY and LY gained.
  • As Australia has universal coverage of publicly funded health insurance (ie, Medicare), a healthcare system perspective was adopted to gauge the cost associated with catheter ablation in patients with AF and HF; a 3% discount rate was applied for costs, quality-adjusted life years (QALYs) and life years (LYs).

Q13 - Valuation of outcomes

Question description: What population and methods were used to measure and value the outcomes?

Explanation: The article describes a hypothetical cohort of Australian patients with concomitant atrial fibrillation (AF) and heart failure (HF) who are resistant to antiarrhythmic treatment. The outcomes were measured and valued using a Markov model with two health states (alive or dead), and the effectiveness data were derived and extrapolated from a pivotal randomized controlled trial. The model included costs and benefits, discounted at 3% annually over a lifetime horizon, from a healthcare system perspective.

Quotes:

  • A hypothetical Australian cohort of patients with concomitant AF and HF who are resistant to antiarrhythmic treatment.
  • A Markov model comprising two health states (ie, alive or dead) was constructed. The transition probabilities were directly derived from published Kaplan-Meier curves of the pivotal randomised controlled trial and extrapolated over the cohort's lifetime using recommended methods.
  • A modelled economic evaluation was performed to assess the cost-effectiveness of catheter ablation in treating Australian patients with concomitant AF and HF from a healthcare system perspective over a lifetime horizon.

Q14 - Measurement and valuation of resources and costs

Question description: How were the costs valued in the study?

Explanation: The manuscript does not support a question about how costs were valued, but primarily discusses cost components and source of costs rather than valuation methods. The focus is on calculations and assumptions related to cost-effectiveness.

Quotes:

  • Resource use and unit costs were sourced from government websites or published literature.
  • All costs and resource use inputs were obtained from publicly available sources.

Q15 - Currency, price, date, and conversion

Question description: What are the dates of the estimated resource quantities and unit costs, and what currency and year were used for conversion?

Explanation: The manuscript states that unit costs were estimated using publicly available sources and were in Australian dollars (AUD). However, it also mentions that base case costs and benefits were discounted at a rate of 3% annually and references the year of conversion for previously reported unit costs as Australian Statistics on Medicines 2015.

Quotes:

  • All costs and resource use inputs were obtained from publicly available sources...
  • According to the Australian Statistics on Medicines 2015, apixaban and atorvastatin+ezetimibe were the mostly prescribed agents.
  • All costs and benefits were discounted at 3% annually.

Q16 - Rationale and description of model

Question description: If a model was used, was it described in detail, including the rationale for its use? Is the model publicly available, and where can it be accessed?

Explanation: The manuscript provides a detailed description of the Markov model used for analyzing the cost-effectiveness of catheter ablation for atrial fibrillation with heart failure. It includes specifics about the model structure, inputs, and assumptions. However, it does not mention the model being made publicly available.

Quotes:

  • A Markov model comprising two health states (ie, alive or dead) was constructed.
  • The Markov model was developed to estimate the costs and health outcomes associated with catheter ablation and medical therapy for a hypothetical cohort of Australian patients.
  • The Markov model used a monthly cycle length with half-cycle correction and assigned each patient a monthly probability of death based on the time elapsed and type of treatment received.

Q17 - Analytics and assumptions

Question description: What methods were used for analyzing or statistically transforming data, extrapolation, and validating any models used?

Explanation: The manuscript details the methods used for analyzing or statistically transforming data, extrapolation, and model validation. It describes the use of reconstructed individual patient data (IPD), parametric survival curves, and sensitivity analyses to support these processes.

Quotes:

  • Extensive sensitivity analyses were undertaken to test the robustness of the results, including consideration of different parametric survival models to extrapolate the survival observed over the trial.
  • Specifically, the method described by Guyot et al was adopted to derive the individual patient data (IPD) based on published Kaplan-Meier curves... Parametric survival curves, including exponential, Weibull, log-logistic, log-normal, gompertz and generalised gamma distributions were fitted to the reconstructed IPD to extrapolate to a longer time horizon.
  • The Kaplan-Meier curves built on reconstructed IPD are presented in the online supplementary figures. As the proportional hazard assumption did not hold for the overall survival and time to event... independent parametric curves were fitted separately for two treatment groups.

Q18 - Characterizing heterogeneity

Question description: What methods were used to estimate how the results vary for different sub-groups?

Explanation: The methods used to estimate how results vary for different sub-groups were extensive sensitivity analyses, including deterministic and probabilistic sensitivity analyses. These analyses tested the robustness of the base case results and considered variations in key model parameters.

Quotes:

  • The Markov model used a monthly cycle length with half-cycle correction and assigned each patient a monthly probability of death based on the time elapsed and type of treatment received.
  • The DSA showed that results were highly sensitive to costs of ablation and time horizon. The PSA yielded very consistent results with the base case.
  • Extensive sensitivity analyses were undertaken to test the robustness of the results, including consideration of different parametric survival models to extrapolate the survival observed over the trial.

Q19 - Characterizing distributional effects

Question description: How were the impacts distributed across different individuals, and were adjustments made to reflect priority populations?

Explanation: The manuscript does not provide any information on the distribution of impacts across different individuals, nor does it mention any adjustments made for priority populations. The focus is on the cost-effectiveness analysis of catheter ablation versus medical therapy for a specific cohort with AF and HF.

Quotes:

  • No patients or public were involved in the study.
  • The primary aim of this study was to assess the lifetime cost-effectiveness of catheter ablation compared with conservative medical therapy in treatment patients with concomitant AF and HF from an Australian healthcare system perspective.
  • A hypothetical Australian cohort of patients with concomitant AF and HF who are resistant to antiarrhythmic treatment.

Q20 - Characterizing uncertainty

Question description: What methods were used to characterize sources of uncertainty in the analysis?

Explanation: The manuscript outlines the use of both deterministic and probabilistic sensitivity analyses to characterize sources of uncertainty in the economic model assessing catheter ablation's cost-effectiveness.

Quotes:

  • Deterministic (DSA) and probabilistic sensitivity analyses (PSA) were run around the key model parameters to test the robustness of the base case results.
  • The Tornado diagram shows that the ICER was mostly sensitive to the cost of ablation, time horizon and cost of outpatient care. The ICER was less sensitive to the probability of having repeated ablation, baseline utility, discount rate and cost of death.
  • Probabilistic sensitivity analyses (PSA) were performed to assess the overall impact of uncertainty in the model by defining distributions for the key parameters (ie, variables regarding utility and costs).

Q21 - Approach to engagement with patients and others affected by the study

Question description: Were patients, service recipients, the general public, communities, or stakeholders engaged in the design of the study? If so, how?

Explanation: The manuscript explicitly states that there was no engagement of patients, service recipients, the general public, communities, or stakeholders in the design of the study.

Quotes:

  • No patients or public were involved in the study.

Q22 - Study parameters

Question description: Were all analytic inputs or study parameters (e.g., values, ranges, references) reported, including uncertainty or distributional assumptions?

Explanation: The manuscript details the inputs and parameters, including values, ranges, and assumptions, used for the economic model. The methods section describes the sources for transition probabilities, costs, and utilities, as well as the conducted sensitivity analyses, which account for uncertainty and distributional assumptions.

Quotes:

  • The transition probabilities were directly derived from published Kaplan-Meier curves of the pivotal randomised controlled trial and extrapolated over the cohort's lifetime using recommended methods.
  • A series of one-way deterministic sensitivity analyses were conducted to test the robustness of base case results. Where applicable, the key model parameters (ie, discount rate, time horizon, cost of catheter ablation, etc) were varied within a plausible range informed by literature or assumptions.
  • Probabilistic sensitivity analyses (PSA) were performed to assess the overall impact of uncertainty in the model by defining distributions for the key parameters (ie, variables regarding utility and costs).

Q23 - Summary of main results

Question description: Were the mean values for the main categories of costs and outcomes reported, and were they summarized in the most appropriate overall measure?

Explanation: The manuscript reports mean values for the main categories of costs and outcomes, summarizing them in terms of total cost, QALYs, and LYs for both catheter ablation and medical therapy. The results are presented as ICER, which is an appropriate overall measure for cost-effectiveness analysis.

Quotes:

  • The catheter ablation was associated with a cost of $A44 377 per person, in comparison to $A28 506 for the medical therapy alone over a lifetime.
  • Catheter ablation contributed to 4.58 quality-adjusted life years (QALYs) and 6.99 LY gains compared with 4.30 QALYs and 6.53 LY gains, respectively, in the medical therapy arm.
  • The incremental cost-effectiveness ratio was $A55 942/QALY or $A35 020/LY.

Q24 - Effect of uncertainty

Question description: How did uncertainty about analytic judgments, inputs, or projections affect the findings? Was the effect of the choice of discount rate and time horizon reported, if applicable?

Explanation: The choice of discount rate and time horizon affected the cost-effectiveness findings, making the results sensitive to these factors, as indicated in the sensitivity analyses.

Quotes:

  • The DSA showed that results were highly sensitive to costs of ablation and time horizon.
  • The Tornado diagram shows that the ICER was mostly sensitive to the cost of ablation, time horizon and cost of outpatient care.
  • ...discount rate, time horizon, cost of catheter ablation...were varied within a plausible range informed by literature or assumptions.

Q25 - Effect of engagement with patients and others affected by the study

Question description: Did patient, service recipient, general public, community, or stakeholder involvement make a difference to the approach or findings of the study?

Explanation: The manuscript explicitly states that there was no involvement from patients or the public in the study, indicating that their involvement did not impact the approach or findings.

Quotes:

  • Patient and public involvement: No patients or public were involved in the study.

Q26 - Study findings, limitations, generalizability, and current knowledge

Question description: Were the key findings, limitations, ethical or equity considerations, and their potential impact on patients, policy, or practice reported?

Explanation: The manuscript does not directly report on ethical or equity considerations related to the study's impact on patients, policy, or practice. While it acknowledges the cost implications for the healthcare system and conducts a thorough cost-effectiveness analysis, it does not delve into broader ethical considerations or equity impacts.

Quotes:

  • The cost-effectiveness acceptability curve showed that if the WTP/QALY threshold was greater than $A65 000, catheter ablation may become a cost-effective treatment strategy in comparison to medical treatment alone, with a probability of 92.7%.
  • Offering catheter ablation procedure to patients with systematic paroxysmal or persistent AF who failed to respond to antiarrhythmic drugs was associated with higher costs, greater benefits. When compared with medical therapy alone, this intervention is not cost-effective from an Australia healthcare system perspective.
  • No patients or public were involved in the study.
  • Competing interests: None declared.

SECTION: TITLE
Modelling the lifetime cost-effectiveness of catheter ablation for atrial fibrillation with heart failure

SECTION: ABSTRACT
Objectives

Assessing the cost-effectiveness credentials of this intervention in patients with concomitant atrial fibrillation (AF) and heart failure (HF) compared with usual medical therapy.


Design

A Markov model comprising two health states (ie, alive or dead) was constructed. The transition probabilities were directly derived from published Kaplan-Meier curves of the pivotal randomised controlled trial and extrapolated over the cohort's lifetime using recommended methods.
A Markov model comprising two health states (ie, alive or dead) was constructed. The transition probabilities were directly derived from published Kaplan-Meier curves of the pivotal randomised controlled trial and extrapolated over the cohort's lifetime using recommended methods. Costs of catheter ablation, outpatient consultations, hospitalisation, medications and examinations were included. Resource use and unit costs were sourced from government websites or published literature. A lifetime horizon and a healthcare system perspective were taken. All costs and benefits were discounted at 3% annually. Deterministic (DSA) and probabilistic sensitivity analyses (PSA) were run around the key model parameters to test the robustness of the base case results.

Participants

A hypothetical Australian cohort of patients with concomitant AF and HF who are resistant to antiarrhythmic treatment.
A hypothetical Australian cohort of patients with concomitant AF and HF who are resistant to antiarrhythmic treatment.

Interventions

Catheter ablation versus medical therapy.

Results

The catheter ablation was associated with a cost of $A44 377 per person, in comparison to $A28 506 for the medical therapy
The catheter ablation was associated with a cost of $A44 377 per person, in comparison to $A28 506 for the medical therapy alone over a lifetime. Catheter ablation contributed to 4.58 quality-adjusted life years (QALYs) and 6.99 LY gains compared with 4.30 QALYs and 6.53 LY gains, respectively, in the medical therapy arm.Catheter ablation contributed to 4.58 quality-adjusted life years (QALYs) and 6.99 LY gains compared with 4.30 QALYs and 6.53 LY gains, respectively, in the medical therapy arm. The incremental cost-effectiveness ratio was $A55 942/QALY or $A35 020/LY. The DSA showed that results were highly sensitive to costs of ablation and time horizon. The PSA yielded very consistent results with the base case.

Conclusions

Offering catheter ablation procedure to patients with systematic paroxysmal or persistent AF who failed to respond to antiarrhythmic drugs was associated with higher costs, greater benefits. When compared with medical therapy alone, this intervention is not cost-effective from an Australia healthcare system perspective.


SECTION: INTRO
Strengths and limitations of this study

This is the first study that used the evidence from recently published randomised controlled trial (RCT) to assess the cost-effectiveness of catheter ablation in treating patients concomitant with atrial fibrillation and heart failure.

The reconstructed individual patient data (IPD) was derived from published Kaplan-Meier curve from the RCT, which were used to derive the transition probabilities in the Markov model.

Extensive sensitivity analyses were undertaken to test the robustness of the results, including consideration of different parametric survival models to extrapolate the survival observed over the trial.

The reconstruction of the IPD is only a maximum approximation of the real data, but the algorithm used to derive the IPD is considered reliable.

Introduction

Chronic heart failure (HF) and atrial fibrillation (AF) are common conditions that contribute significantly to the risk of death worldwide. Both conditions are becoming increasingly prevalent and resulting in spiralling costs to healthcare systems internationally. The incidence of AF is predicted to double over the next 20 years. HF is the leading cause of hospitalisation among adults aged over 65 years of age with more than 41 000 people hospitalised annually in Australia. Despite dramatic improvement in outcomes in patients treated with medical therapy, more than 50% of patients with HF are rehospitalised within 6 months of discharge, and around 40% of them are diagnosed with AF within 12 months. Rates of HF were 33% in paroxysmal, 44% in persistent and 56% in permanent AF. Therefore, the combination of these two conditions has a dramatic impact on healthcare and warrants consideration of new models of care.

HF and AF are closely correlated in terms of pathophysiology and risk factors. Owing to the complex interaction resulting in the impaired systolic and diastolic function absent in sinus rhythm, AF can be a cause or an outcome of HF. AF is associated with significantly increased risk (ie, three times) of de novo HF. On the contrary, development and progression of AF are much more likely to ensue in the presence of structural and neurohormonal variations seen in HF. Moreover, patients with comorbid HF and AF have significantly poorer prognosis irrespective of which onsets first. In view of the poor clinical outcome relating to these two conditions, it is always critical and challenging to discover the most effective treatment, for example, treatments effectiveness shown in one condition or the other independently can be inconsistent with that revealed in the combined conditions and even raise safety issues. This is the case for catheter ablation.

Catheter ablation is a well-established option for symptomatic AF that is resistant to drug therapy in patients with otherwise normal cardiac function.
Lack of both clinical evidence and consensus from guidelines regarding the best management approach for patients with HF and AF concomitantly leaves a huge knowledge gap in this field. Very recently, the effectiveness of catheter ablation in improving hard primary endpoints such as death or the progression of HF in patients comorbid with HF was tested in a large, randomised controlled trial. The study showed that, after a median follow-up of 37.8 months, the primary composite end point consisting of death from any cause or worsening of HF that led to an unplanned hospitalisation, occurred in significantly fewer patients in the ablation group than the medical therapy group (HR 0.62, 95% CI 0.43 to 0.87, p=0.007).

The unanswered question now is whether it is cost-effective to offer catheter ablation to patients comorbid with HF and AF given (1) the cost-effectiveness credential for catheter ablation in AF is not directly applicable to a patient group with concomitant HF and AF; (2) scarce healthcare resources.

The primary aim of this study was to assess the lifetime cost-effectiveness of catheter ablation compared with conservative medical therapy in treatment patients with concomitant AF and HF from an Australian healthcare system perspective.
The primary aim of this study was to assess the lifetime cost-effectiveness of catheter ablation compared with conservative medical therapy in treatment patients with concomitant AF and HF from an Australian healthcare system perspective.

SECTION: METHODS
Methods

A modelled economic evaluation was performed to assess the cost-effectiveness of catheter ablation in treating Australian patients with concomitant AF and HF from a healthcare system perspective over a lifetime horizon.A modelled economic evaluation was performed to assess the cost-effectiveness of catheter ablation in treating Australian patients with concomitant AF and HF from a healthcare system perspective over a lifetime horizon. More specifically, the patients modelled had a median age of 64 years, were predominantly male (over 84%), failed to respond/contraindicated to antiarrhythmic medications and had one of three types of AF (ie, paroxysmal, persistent, long-standing persistent). A majority (over 58%) of the modelled population had class II heart function as rated by the New York Heart Association.

Model structure

A Markov model was developed to estimate the costs and health outcomes associated with catheter ablation and medical therapy for a hypothetical cohort of Australian patients
. The model took a lifetime horizon and the economic perspective of the model was the Australian healthcare system. Two health states were considered (1) alive or (2) dead. The Markov model used a monthly cycle length with half-cycle correction and assigned each patient a monthly probability of death based on the time elapsed and type of treatment received. In each cycle, the patients who were alive were exposed to the risk of rehospitalisation due to worsening of HF (readmission to a hospital for HF-related complications or other causes). Each patient then accrued lifetime healthcare costs including treatment (catheter ablation, medications), outpatient care and examinations, quality-adjusted life years (QALYs) and life years (LYs) according to their hospitalisation and treatment status. The model structure is shown in figure 1. The Markov model was built using TreeAge (TreeAge Pro 2017, R2.1. TreeAge Software, Williamstown, Massachusetts, USA).

SECTION: FIG
Markov model used for the economic evaluation.

SECTION: METHODS
Model inputs

Transition probabilities

The clinical effectiveness of catheter ablation was derived from the key clinical study. Since the median follow-up was only 37.8 months, the outcome observed during the trial was extrapolated beyond the duration of the trial follow-up. Specifically, the method described by Guyot et al was adopted to derive the individual patient data (IPD) base on published Kaplan-Meier curves (a validated graphical digitiser, WebPlotDigitizer V3.9 (http://arohatgi.info/WebPlotDigitizer), was used to extract the graphic data). Parametric survival curves, including exponential, Weibull, log-logistic, log-normal, gompertz and generalised gamma distributions were fitted to the reconstructed IPD to extrapolate to a longer time horizon ('flexsurv' package of R). The process of fitting parametric survival curves to IPD was based on guidance provided by the Decision Support Unit at the National Institute for Health and Care Excellence (NICE). In brief, this entailed (1) testing of proportional effects assumption (ie, the log cumulative hazard) to determine if the survival curves of catheter ablation and medical therapy groups were parallel; (2) then fitting the reconstructed IPD with single or separate distribution(s) depending on the conclusion of the first step and (3) determining of the most appropriate fit by both visual inspection and Akaike Information Criterion (AIC) and Bayesian Information Criterion (BIC) goodness-of-fit statistics. If the fitted curves were similar by distributions (ie, Weibull, exponential and so on) tested in terms of visual inspection, the most appropriate model was selected based on the lowest AIC and BIC values. The Kaplan-Meier curves built on reconstructed IPD are presented in the online supplementary figures 1 and 2. As the proportional hazard assumption did not hold for the overall survival and time to event (ie, hospitalisation for worsening HF) curves, independent parametric curves were fitted separately for two treatment groups (log cumulative hazard and cumulative hazard for two arms are shown in the online supplementary figures 3 to 4). Based on the criteria set above, log-normal distribution was selected for the time to hospitalisation (see online supplementary figures 5 to 6) of both catheter ablation and medical therapy arms, while Weibull and exponential distributions were chosen to extrapolate the overall survival data for medical therapy and catheter ablation groups, respectively (see online supplementary figures 7 to 8). Parameters of the each of the distributions used to parameterise the fitted curves are shown in the online supplementary tables 1 and 2.

The time-dependent transition probabilities from alive to death and from alive to hospitalisation for the first 48 months of the time horizon were directly read from the published Kaplan-Meier curves. From that time-point beyond, time-dependent transition probabilities were calculated from the extrapolated curves as described above. Since the literature indicated that the effectiveness of AF catheter ablation is likely to be sustained for 3-5 years, the aforementioned transition probabilities for the catheter ablation group were assumed to be the same as the medical therapy group after 3 years. All the transition probabilities are presented in the online supplementary table 3.

Costs

All costs and resource use inputs were obtained from publicly available sources.
The costs taken into account included: catheter ablation (including hospitalisation to perform the procedure), medication, examination, hospitalisation due to worsening of HR, cost related to death event and adverse events (AEs) related to the catheter ablation procedure. All the costs and resource uses are presented in tables 1 and 2 and online supplementary table 4.

SECTION: TABLE
Unit cost of resource use items

Resource uses % of Patients using this resource Source Unit cost Sources of unit cost Medications* Antiarrythmic agents 43.5 Roy et al 2008 $A24.01 PBS 2923W, 2876J, 1088G, 2343H, 2344J, 2043M, 8396B beta-blockers 79 Roy et al 2008 $A30.90 PBS 2961W, 3062E, 2565B, 2566B, 2566C, 1081X, 2243C, 8640W, 8605X, 8606Y, 6732N, 8733P, 8743Q, 8735R, 1324Q, 1325R, 9311C, 9312D, 9316H Long-acting nitrates 17 Roy et al 2008 $A24.39 PBS 11 027J, 11 051P, 1459T, 1515R, 1516T, 3475X, 5108W, 8010N, 8011P, 8026K, 8027 L, 8028M, 8119H, 8171C, 2588F, 1558B, 8273K Calcium channel blockers 2.5 Roy et al 2008 $A16.19 PBS 2751T, 2752W, 2361G, 2366M, 2367N, 8534E, 8679T, 1694E, 1695F, 1906H, 1907J, 8610E, 1241H, 1248Q, 1250T, 2208F Digoxin 64.5 Roy et al 2008 $A23.56 PBS 1322N, 2605D, 3164M ACE-I 86 Roy et al 2008 $A17.43 PBS 1147J, 1148K, 1149 L, 8760C, 1368B, 1369B, 1370D, 1182F, 1183G, 2456G, 2457H, 2458J, 3050M, 3051N,8704D, 9006B, 9007C, 9008D, 1968N, 1969P, 1316G, 1944H, 1945J, 1946K, 8470T, 9120B, 9122D, 2791X, 2793B, 8758Y ARB 11 Roy et al 2008 $A19.39 PBS 8295N, 8296P, 8297Q, 8889W, 5491B, 8397Y, 8447N, 8951D, 8246B, 8247C, 8248D, 5452Y, 8203R, 2147B, 2148C, 8355R, 8356T, 9368C, 9369D, 9370E, 9371F Diuretics 44.5 Roy et al 2008 $A36.36 PBS 1484D, 1585K, 2436F, 8532C, 1810G, 1810G, 2411X, 2412Y, 2413B, 2414C, 2415D, 3466K, 8879H, 8880J, 2339D, 2340E Antiplatelet agents 38.5 Roy et al 2008 $A15.46 PBS 4077N, 10 169F, 2275R, 4179Y, 5436D, 8358X, 9317J, 9354H Oral anticoagulants 88 Roy et al 2008 $A69.74 PBS 5054B Lipid-lowering drug 43 Roy et al 2008 $A69.72 PBS 10377E Outpatient care and examinations Rehabilitation 13.3 Neumanm et al 2015 $A62.25 MBS 10960 Emergency visit 1.2 Neumanm et al 2015 $A1985.00 AR-DRG F62C GP visits 22.3 Neumanm et al 2015 $A37.05 MBS 23 Specialist visits 5.8 Neumanm et al 2015 $A85.55 MBS 104 Serum urea 16.7 NICE HTA report $A9.70 MBS 66500 Electrolytes test 16.7 NICE HTA report $A9.70 MBS 66500 Creatinine test 16.7 NICE HTA report $A9.70 MBS 66500 GFR 16.7 NICE HTA report $A9.70 MBS 66500 Hospitalisation care HF Cost weight $9254.65 With severe complications 2.39 $12 423 AR-DRG F62A Without severe complications 1.07 $5548 AR-DRG F62B Same-day admission 0.58 $3037 AR-DRG F62C Death due to all causes Per death $5199 Average cost across all AR-DRG items

*It was assumed that after catheter ablation procedure, patients do not need antiarrhythmic medications. The remaining medications are the same for both arms.

According to the Australian Statistics on Medicines 2015, apixaban and atorvastatin+ezetimibe were the mostly prescribed agents.

Calculated as the cost/average length of stay=$A3037/1.53 for F62C (HF and shock, transfer less than 5 days).

The estimated GFR is calculated by the pathology laboratory using the patient's age, sex and serum creatinine results. Generally calculated using CKD-EPI (Chronic Kidney Disease Epidemiology Collaboration) formula (https://www.rcpa.edu.au/Library/Practising-Pathology/RCPA-Manual/Items/Pathology-Tests/E/eGFR).

ACE-I, ACE inhibitor; ARB, angiotensin II receptor blocker; AR-DRG, Australia Adjusted Disease Related Group; GFR, glomerular filtration rate; GP, general practitioner;HF, heart failure; MBS, medical benefits scheme;NICE, National Institute for Health and Care Excellence; PBS, pharmaceutical benefits scheme.

Cost of treating catheter ablation-related adverse events

Adverse events Unit cost Sources Proportion (%) Pericardial effusion $A11 601.00 AR-DRG F61B 1.68 Severe bleeding $A9469.00 AR-DRG Q62A 1.68 Minor bleeding $A2476.00 AR-DRG Q62B 1.12 Pulmonary vein stenosis $A11 194.00 AR-DRG F10B 0.56 Pneumonia $A5039.00 AR-DRG D63A 1.68 Groin Infection $A5039.00 AR-DRG D63A 0.56 Fever $A5039.00 AR-DRG D63A 0.56 Worsen heart failure $A9254.65 AR-DRG F62A-C 0.56

The incidence of catheter ablation-related adverse events was sourced from the study by Marrouche et al 2018, online supplementary table S11.

AR-DRG, Australian Refined Diagnosis Related Group.

SECTION: METHODS
Utilities

The baseline utility for patients with HF and the disutility caused by hospital readmission for HF were incorporated into the model. The disutility associated with hospitalisation and/or AEs due to undergoing a catheter ablation procedure was assumed to be same as the disutility of a hospital admission for HF and was assumed to be sustained for 1 year. The sources and utility/disutility values populated in the model are shown in online supplementary table 5.

Model assumptions, time horizon, cycle length and perspective

Australian patients who were unresponsive to antiarrhythmic medications and diagnosed with both AF and HF were simulated in the Markov model. The age of the population was defined as consistent with those recruited in the pivotal trial. A key assumption of the model was that the effectiveness of catheter ablation would be maintained to 5 years given the median follow-up of the trial was 37.6 months. The base case time horizon was set to 30 years to capture the lifetime treatment benefit from catheter ablation. However, varied time horizons were examined in the sensitivity analysis. As Australia has universal coverage of publicly funded health insurance (ie, Medicare), a healthcare system perspective was adopted to gauge the cost associated with catheter ablation in patients with AF and HF; a 3% discount rate was applied for costs, quality-adjusted life years (QALYs) and life years (LYs).As Australia has universal coverage of publicly funded health insurance (ie, Medicare), a healthcare system perspective was adopted to gauge the cost associated with catheter ablation in patients with AF and HF; a 3% discount rate was applied for costs, quality-adjusted life years (QALYs) and life years (LYs). A monthly cycle length with half-cycle correction was employed to model the risk of events patients may experience in the long-term.

Cost utility analyses

Incremental cost-effectiveness ratios (ICERs) were calculated on the basis of two outcomes: QALY and LY gained. The commonly quoted willingness to pay (WTP) per QALY threshold of $A50 000 in Australia was adopted to assess whether the catheter ablation was cost-effective. A cost-effectiveness acceptability curve was constructed to examine the probability of the intervention being cost-effective under various WTP/QALY thresholds.

Sensitivity analyses

A series of one-way deterministic sensitivity analyses were conducted to test the robustness of base case results. Where applicable, the key model parameters (ie, discount rate, time horizon, cost of catheter ablation, etc) were varied within a plausible range informed by literature or assumptions
(see online supplementary table 6). The results from the one-way sensitivity analyses are shown in terms of Tornado diagrams, which sequentially graph the variables with the largest impact on the cost-utility results. Probabilistic sensitivity analyses (PSA) were performed to assess the overall impact of uncertainty in the model by defining distributions for the key parameters (ie, variables regarding utility and costs) (table 3). Five thousand iterations were run to construct a mean and 95% CI for the corresponding costs, and benefits and the results were plotted on the cost-effectiveness plane.

SECTION: TABLE
Variables tested and the results from probabilistic sensitivity analyses

Variable Distribution Reference Cost of hospitalisation due to worsening of HF Gamma (alpha 100, lambda 0.0108) Assumption Cost of death event Gamma (alpha 100, lambda 0.0192) Assumption Disutility of a hospitalisation due to worsening of HF Beta (alpha 89.9, beta 809.1) Yao et al Utility of being in HF Beta (alpha 657.72, beta 323.95) Miller et al Catheter ablation Medical therapy ICER Cost $A44 378 (42 628, 46 193) $A28 521 (27 434, 29 705) - QALYs 4.57 (3.63, 5.43) 4.28 (3.39, 5.09) $A55 234

HF, heart failure; ICER, incremental cost-effectiveness ratio; LYs, life years; QALYs, quality-adjusted life years.

SECTION: METHODS
Patient and public involvement

No patients or public were involved in the study.
No patients or public were involved in the study.

SECTION: RESULTS
Results

Cost utility analysis

Catheter ablation was associated with higher costs and benefits (ie, QALYs and LYs) over the lifetime of the cohort compared with medical therapy alone. The total cost was $A44 377 per catheter ablation patient and $A28 506 for the medically treated patient, representing an incremental difference of $A15 871. The primary cost components in both treatment groups were hospitalisation ($A6564 in the catheter ablation vs $A5724 in the medical therapy) and medications ($A14 656 in the catheter ablation vs $A14 534 in the medical therapy) followed by the outpatient consultations ($A3783 in the catheter ablation vs $A3539 in the medical therapy). The costs of AEs associated with the catheter ablation procedure were $A636 and $A14 063 for the initial and a repeat ($A2977) of the procedure.

The corresponding QALYs and LYs were 4.58 and 6.99 in the catheter ablation arm, and 4.30 and 6.53 in the medical therapy arm, which resulted in ICERs of $A55 942/QALY and $A35 020/LY, respectively
(table 4). Based on the normally quoted WTP/QALY threshold in Australia, offering catheter ablation to patients with concomitant AF and HF who are not responsive to antiarrhythmic medications is not cost-effective.

SECTION: TABLE
Base case results from the Markov model

Catheter ablation Medical therapy ICER Total cost $A4 377 $A28 506 : Medication $A14 656 $A14 534 : Hospitalisation due to HF $A6564 $A5724 : CA and repeated CA* $A14 063 0 : Examinations $A541 $A506 : Outpatient consultation $A3783 $A3539 : SAEs $A636 0 : All cause deaths $A4135 $A4204 : Number of death 9991 9992 : Number of hospitalisation 8052 7068 : QALYs 4.581 4.297 $A55 942/QALY LYs 6.985 6.532 $A35 020/LY

*The cost associated with SAEs due to the repeated CA was included.

This is based on 10 000 patients.

CA, catheter ablation; HF, heart failure; ICER, incremental cost-effectiveness ratio; LYs, life years; QALYs, quality-adjusted life years; SAEs, serious adverse events.

SECTION: RESULTS
Sensitivity analyses

The Tornado diagram shows that the ICER was mostly sensitive to the cost of ablation, time horizon and cost of outpatient care. The ICER was less sensitive to the probability of having repeated ablation, baseline utility, discount rate and cost of death. On contrary, ICER was not sensitive to the cost of hospitalisation due to worsening of HF. With the variation of these model parameters, the ICER varied to a certain extent (figure 2).

SECTION: FIG
Results from the one-way deterministic sensitivity analysis_ Tornado diagram.

SECTION: RESULTS
The PSA analyses by incorporating distribution of key model parameters showed that the mean results based on 5000 simulations of the probabilistic model were identical to the base case results (table 3). The probability of catheter ablation being not cost-effective was 84% based on the PSA analysis (figure 3). The cost-effectiveness acceptability curve showed that if the WTP/QALY threshold was greater than $A65 000, catheter ablation may become a cost-effective treatment strategy in comparison to medical treatment alone, with a probability of 92.7% (figure 4).

SECTION: FIG
Cost-effectiveness plane. AUD, Asutralian dollar; QALY, quality-adjusted life years.

Cost-effectiveness acceptability curve. AUD, Australian dollar; QALY, quality-adjusted life year; WTP, willingness to pay.

SECTION: DISCUSS
Discussion

The inconsistency in the effectiveness of anti-AF treatment in the patients with concomitant HF or vice versa is well recognised. For example, beta blockers are indicated in patients with symptomatic HF with reduced ejection fraction while their poorer efficacy in patients with concomitant HF and AF precluded them being used preferentially over other rate-control medications and not regarded as standard therapy to improve patients' prognosis. Similarly, it was observed that adding antiarrythymic drugs for patients with severe HF led to increased early mortality related to the worsening of HF. It was recognised that incident AF has a profoundly negative effect on mortality and hospitalisations for HF with reduced ejection fraction, and it would certainly appear that the optional time for intervention in patients with HF is early after AF onset. This triggered exploration of the effectiveness of catheter ablation in patients with both AF and HF given its proven effectiveness in patients with AF. This answered an important clinical question as to whether to offer this expensive and invasive procedure to patients deemed at risk of high morbidity and mortality. The current study however, addressed another unanswered question in regard to the long-term cost-effectiveness of catheter ablation for patients comorbid with AF and HF. It was found that catheter ablation was associated with higher cost and benefits (ie, QALYs and LYs gained), and the resultant ICER was $A55 942/QALY, which is considered not cost-effective in the Australia healthcare setting.

AF is one of the most common sustained arrhythmias in chronic HF. The prognostic influence of the presence of AF in HF is recognised, with studies reporting an independent adverse effect on mortality. AF is correlated with left ventricular (LV) systolic function and is associated with an adverse prognosis in HF regardless of the LV systolic function. Hence, treating the AF condition for patients with HF is of significant importance to improve their long-term survival.

HF is associated with high reoccurring readmission rates within 30 days of discharge, and a high number of deaths, nearly half of whom will die within 1 year of discharge. It was reported that 70% of HF healthcare costs are attributable to acute hospital care with more than 41 000 people hospitalised annually in Australia (total number of hospitalisations due to circulatory conditions in Australia's hospitals was 556 638 in 2015-16). The pressure to avoid or reduce hospitalisations for patients with HF is increasing particularly given the Federal government plans to penalise hospitals for exceeding the benchmark for readmission rates. From the pivotal trial, it was observed that hospitalisations due to the worsening of HF were reduced because of the treatment of patients with catheter ablation, which translates into cost savings in the long term. This is important and has policy implications to both the healthcare provider and the Federal government. It was worth noting that the benefits in relation to the treatment of catheter ablation primarily lied with the reduced mortality due to the delayed worsening of heart function. For example, our model showed that per 10 000 patients treated, the number of deaths over the lifetime horizon was 9991 in the catheter ablation arm versus 9992 in the medical therapy arm or a saving of 1 death. In contrast, the total number of hospitalisations over the lifetime of the cohort for worsening of HF per 10 000 patients was 8052 in the catheter ablation group versus 7068 in the medical treatment group (while the maximum number of hospitalisations per person was seven in both groups). The higher number of hospitalisations in the catheter ablation group was due to the prolonged overall survival of patients (ie, the difference in LY was 0.453).

The cost-effectiveness of catheter ablation in the treatment of patients with AF has been well studied. In a study by Chan et al, comparing to medical therapy, catheter ablation had ICERs ranging from US$28 700/QALY to US$51 800/QALY depending on patient characteristics. A white paper by the Institute of Clinical and Economic Review examined the cost-effectiveness of AF rhythm control strategies in multiple contexts. Catheter ablation was investigated as first-line and second-line treatments compared with rate control as a second-line treatment following failure of amiodarone. The resultant ICERs varied from US$26 869/QALY (younger patients with low risk) to US$80 615/QALY (older patients with high risk) for catheter ablation use as first line; while the ICERs were between US$37 808/QALY (younger patients with low risk) and US$96 846/QALY (older patients with high risk) when catheter ablation was modelled as a second-line therapy. A more recent study by Aronsson et al reported a baseline ICER of $50 570/QALY when comparing catheter ablation with amiodarone as a first-line therapy for a lifetime horizon in four European countries. The ICER was lowest in younger patients ($3434/QALY for those =50 years vs $108 937/QALY for those 50 years). Our study was the first to evaluate the cost-effectiveness of catheter ablation in patients with concomitant AF and HF. Since the underlying mortality and morbidity rates are significantly different in patients with AF alone and AF and HF concomitantly, the results are deemed not directly comparable. However, the total QALY gains for patients with HF predicted by other economic modelling studies were between 3.99 and 7.74 over a lifetime horizon, while the results from the current study fell well within the range.

The greatest strength of the current study is that the most recent trial data were used to inform the model parameters. The widely used algorithm was employed to reconstruct the IPD from the published Kaplan-Meier curve. The transition probabilities from alive to death and experiencing hospitalisation (due to worsening of HF) were directly derived from the reconstructed IPD. In addition, extensive sensitivity analyses were conducted to examine the robustness of the base case results. As normal, this study comes with some limitations. The reconstructed IPD is only a maximum approximation of the real data. In particular, the model did not account for the repeated catheter ablation. However, the cost related to the repeated procedure was included, and it is believed that the reduced benefit attributable to the recurrent AF after the catheter ablation was captured in the pivotal trial, since the median follow-up was 37.8 months over the study. There are uncertainties around the extrapolation of Kaplan-Meier curves observed during the trial to the long term; however, the predicted QALY gains are very similar to the existing modelled studies in HF. Further, the ICER produced in the current study may be subject to changes given there are several ongoing trails examining the catheter ablation in the same patient population (RAFT-AF NCT01420393, EAST-AFNET4 NCT01288352, CABANA NCT00911508). Lastly, since the pivotal trial informed the efficacy of catheter ablation was conducted between 2008 and 2016, before the advent of state-of-art HF medical therapy (ie, sacubitril/valsartan), the incremental benefit from the catheter ablation might be overestimated to some extent, which would alter the cost-effectiveness conclusion. But the presented study could still provide important evidence for its interim cost-effectiveness.

SECTION: CONCL
Conclusions

Offering catheter ablation procedure to patients with systematic paroxysmal or persistent AF who failed to respond to antiarrthythmic drugs was associated with higher costs and greater benefits in terms of QALYs and LYs gained in comparison to medical therapy alone. However, this intervention is not cost-effective from the Australia healthcare system perspective over a lifetime horizon given its likely shorter duration of effectiveness.

SECTION: SUPPL
Supplementary Material

Contributors: GL conceived and designed the study and drafted the manuscript. MM interpreted the results and critically revised the manuscript.

Funding: The authors have not declared a specific grant for this research from any funding agency in the public, commercial or not-for-profit sectors.

Competing interests: None declared.

Patient consent for publication: Not required.

Provenance and peer review: Not commissioned; externally peer reviewed.

Data availability statement: All data relevant to the study are included in the article or uploaded as supplementary information.