key: cord-0027816-ucvr3pwq
authors: Plappert, Leandra; Edwards, Susan; Senatore, Assunta; De Martini, Angela
title: The Epidemiology of Persons Living with Fontan in 2020 and Projections for 2030: Development of an Epidemiology Model Providing Multinational Estimates
date: 2021-12-22
journal: Adv Ther
DOI: 10.1007/s12325-021-02002-3
sha: decf3b7c0e42c443e3124e40ff0cb63e3b092bf5
doc_id: 27816
cord_uid: ucvr3pwq

INTRODUCTION: Fontan surgery is a palliative procedure performed in children with a functionally univentricular heart. Improvements in surgical technique over the past 30 years have increased life expectancy in this rare population. However, the epidemiology of persons living with Fontan is poorly understood. This study aimed to estimate the 2020 and 2030 prevalence of persons living with a Fontan circulation in 11 countries across the US, Europe, Australia and New Zealand, by procedure type: [atriopulmonary connection (AP), lateral tunnel total cavopulmonary connection (LT-TCPC) or extracardiac total cavopulmonary connection (EC-TCPC)]; and age group: [children (< 12 years), adolescents (12–17 years), and adults (≥ 18 years old)] by building an epidemiologic model. METHODS: The annual number of Fontan surgeries by country in 2010–2020 were extracted from hospital or claims databases, via procedure codes. The epidemiology of persons living with Fontan was modelled by applying these surgery frequencies to mid-year populations from 1972 to 2020 and overlaying an uptake curve. A literature search identified: 30-day mortality rates, long-term survival, and median age at surgery. Averages of these estimates were inputted into the model to project prevalence in 2030. RESULTS: The number of persons living with Fontan in 2020 across the 11 countries was estimated to be 47,881 [66 people per million (ppm)], rising to 59,777 (79 ppm) by 2030. In 2020, this population was 55% adults, 17% adolescents and 28% children shifting to 64%, 13% and 23%, respectively, in 2030. Among all persons living with Fontan, 74%/18%/9% are estimated to have EC-TCPC/LT-TCPC/AP, respectively, in 2020, and 83%/14%/4% in 2030. CONCLUSIONS: According to this epidemiology model, the Fontan population is growing, partly driven by increased survival rates with the more recent LT-TCPC and EC-TCPC procedures (compared with AP). The 2020/2030 prevalence of persons living with Fontan is 66/79 ppm. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12325-021-02002-3.

What were the study outcomes and conclusions?

The number of Fontan-palliated persons across the 11 countries was 47,881 in 2020, corresponding to a prevalence of 66 people per million (ppm) and, by 2030, this population is expected to rise to 59,777 (79 ppm). Among all persons living with Fontan, the share of those with extracardiac total cavopulmonary connection (EC-TCPC) is predicted to rise from 74% in 2020 to 83% in 2030. The proportion of adults is expected to rise from 55 to 64% over the same time period.

What was learned from the study?

This study collates existing evidence to provide a novel perspective on the epidemiology of persons living with Fontan. In this epidemiology model, the proportion of adults living with Fontan is growing, as is the whole population of Fontan. In this model, these changes are driven by the growth in the general population, together with better survival rates with TCPC procedures (compared with the earlier form of Fontan surgery). As a result, our model indicates an increasing need for healthcare support in this rare population.

Approximately 1 in 10,000 infants are born with a univentricular heart [1] and are unlikely to survive into adulthood without the palliative Fontan procedure [1, 2] . In the modern era, the Fontan operation is the final operation of a staged surgical process (at least two major cardiovascular surgeries) conducted to achieve a Fontan circulation. Norwood is performed on infants in the first few weeks of life, followed by Glenn surgery at the age of around 4-6 months and, finally, the Fontan procedure is commonly performed in infants between the ages of 2 and 4 years [3] [4] [5] [6] [7] . As a result of the surgery series, both superior and inferior venae cavae are rewired so that venous return is routed directly to the pulmonary artery, bypassing the heart, thus preventing oxygenated and deoxygenated blood from mixing in the single ventricle [8] .

Although the principles of Fontan surgery have remained unchanged over the past few decades, the Fontan technique has been modified since the original procedure. Thus, there are three types of Fontan procedure: atriopulmonary connection (AP), lateral tunnel total cavopulmonary connection (LT-TCPC), and extracardiac total cavopulmonary connection (EC-TCPC). These procedures were first described in 1971 [9] , 1983 [10, 11] and 1988 [11, 12] , respectively. Over time, TCPC procedures have superseded the original AP surgery [13] , becoming more common in the 1990s [14, 15] , due to the improved survival rates with TCPC procedures [13, [16] [17] [18] [19] . In the early surgical era (1973) (1974) (1975) (1976) (1977) (1978) (1979) (1980) (1981) (1982) (1983) (1984) (1985) (1986) (1987) (1988) (1989) (1990) , the 10-year survival rate was 69% [19] , improving to 89% by 1991-2000 and reaching 95% by 2001 onwards [19] . There is a surgical preference for EC-TCPC in several clinics [20, 21] , based on studies indicating a lower incidence of adverse events (such as arrhythmias) following surgery [19] [20] [21] [22] . However, nearly half of all Fontan survivors experience major adverse events in the years following the procedure [23] . Further long-term outcome data would be valuable to fully understand the impact of the latest procedure modifications [13, 20] . Importantly, robust data are lacking on the current epidemiology of persons living with Fontan.

This study aimed to develop an epidemiologic model to estimate the prevalence of persons living with Fontan in 11 countries (Australia, New Zealand, Sweden, Switzerland, Netherlands, Germany, Italy, Spain, France, UK and USA). The prevalence was estimated for 2020 and extrapolated through to 2030, with stratification of prevalence estimates by procedure type (AP, LT-TCPC and EC-TCPC) and age group (\12 years, 12-17 years and C 18 years old).

Overview of Epidemiology Model A schematic overview of the study epidemiologic model is shown in Figure S1 . The model was built in Microsoft Excel. Mid-year population estimates for each country were taken from the US Census Bureau [24] . The model was created using the following steps, which were conducted or calculated for each country. First, the annual number of Fontan procedural codes for the most recent 5 years available were extracted from hospital or claims databases and averaged to give a single estimate for the 2010-2020 period. Second, the frequency of surgery conducted in last 5 years by country was applied to mid-year populations since 1972. And third, an uptake curve for the Fontan procedure (overall) and subtype utilisation curves were modelled and used to adjust the annual numbers of AP, LT-TCPC and EC-TCPC Fontan surgeries since 1972. A literature search was conducted to determine survival rates and the median age at Fontan surgery for each Fontan procedure type. Long-term (30-year) survival curves for each procedure type were generated and used to estimate the number of patients alive in 2020. The median age at which Fontan procedure types occurred was then applied to stratify this prevalence estimate by age cohort. The prevalence estimates were then extrapolated through to 2030. The number of Fontan procedures conducted annually was estimated by extracting the most recent 5 years of available data (between 2010 and 2020) of Fontan procedure codes from a claims or administrative database for each of the countries except Australia and New Zealand. For Australia and New Zealand, the number of procedures were taken from the binational registry [14] . Data for these two countries were grouped together throughout the above-outlined steps.

Procedure codes for all three types of Fontan surgeries (AP, LT-TCPC and EC-TCPC) were extracted from the available claims or hospital databases, with hospital databases being the preferred data source. Table S1 summarises the databases and the procedure codes used. For example, a US claims database, the COMPILE database, was used to extract procedure codes for the US. Data for the most recent 5 years available (over the 2010-2020 period) were extracted and entered into the model (Table S1 ). Wherever possible, the procedure counts were checked against another hospital or claims database. For example, procedure counts from the US COMPILE database were cross-checked against reports from the National Inpatient Sample (NIS) by Akintoye et al. [25] (Table S1 ).

1.2 Application of the uptake curve to estimate the number of Fontan procedures occurring prior to 2010

The extracted procedure counts (Sect. 1.1) were converted to procedure rates (defined as number of procedures per 100,000 inhabitants per year). These procedure rates were applied to their respective national populations between 1972 and 2020. To account for (1) gradual uptake or implementation of Fontan surgery into surgical procedure catalogue of national healthcare institutions and (2) utilisation of different procedure types between 1972 and 2020; a Fontan uptake curve was created and applied ( Figure S2 ). This uptake curve was modelled based predominantly on data from The Australia and New Zealand Fontan Registry, and it assumed a slow initial uptake of the procedure as surgery teams developed more experience with the procedure [26] . The uptake curve plateaued by 2001 and therefore the average rate of procedures after this point was assumed to represent 100% uptake for Fontan surgeries. In other words, there was no capacity constraint to conduct Fontan surgeries in any country. Using this assumption, the curve was applied to adjust and estimate the average procedure rates in each country between 1972 and 2010. 1.3 Applying subtype utilisation curves to obtain the average annual number of AP, LT-TCPC and EC-TCPC procedures Subtype utilisation curves were developed to model the uptake of each of the procedure types, within this overall rate of uptake. These curves were modelled based on data from The Australia and New Zealand Fontan Registry and the systematic literature review by Kverneland et al. [26] ( Figure S3 ). They were applied to the annual number of overall conducted Fontan procedures by year and country since 1972 to yield annual procedure numbers for AP, LT-TCPC and EC-TCPC by year and country.

A comprehensive literature search was conducted to identify published estimates of the following parameters (all split by procedure type): median age at Fontan procedure, 30-day mortality rates and long-term survival rates (10, 15, 20, 25, 30 and 35-years post-Fontan).

PubMed was searched in December 2020 for relevant articles published at any time, with a focus on those from the last 5 years. The following search terms for the title or abstract were used: 'mortality' or 'survival' and 'fontan' or 'TCPC' or 'total cavopulmonary anastomosis' and 'long term' or 'long-term' or 'intermediate' and 'outcome' or 'result' or 'prognosis'. The literature search results were filtered to exclude non-human studies, articles not written in the English language and those without abstract or full-text available. Duplicate records were also removed. The remaining articles were reviewed and excluded if: (1) data were not based on any of the 11 countries included in this study, (2) the study sample size was low (n\100 participants), (3) methodology was unclear and unable to be reproduced, (4) the study was specific to a narrow subset of patients which may not be representative (e.g. a focus on patients with specific aetiology or only adult patients) (5) if the reported data had a wide variance, (6) if data were outdated (prior to 2000), or (7) if the study author indicated a high degree of uncertainty.

For each of the parameters, an average was calculated from all published estimates. These averages were assumed to apply to all 11 countries, as healthcare systems are similarly developed across these countries and country-specific data were scarce in the literature. 3. Calculation of Fontan prevalence overall and by age and subtype categories, using data derived from literature search Survival curves for the procedure subtypes were created (based on literature-derived survival rates) and used to calculate prevalence of persons living with Fontan. The survival curves ( Figure S4 ) were created using 30-day mortality after the last Fontan surgery as the input for timepoint 0 (i.e. for a procedure type with a 30-day mortality of 10%, the survival curve began at 90% at timepoint 0) ( Figure S4 ). Between timepoint 0, and the first year of input from the literature (10 years post-Fontan), a linear decrease in survival was assumed. This assumption was also applicable between the other years of literature input (for example, between 10 and 15 years post-Fontan). Beyond the last year of input from the literature, a yearon-year decrease in survival of 1.25% was assumed. This decrease is similar to the year-onyear mortality for a general population, and is also in line with reports of a constant 1.3% mortality rate per year beyond 20 years post-Fontan from Dabal et al. [27] . These survival curves ( Figure S4 ) were applied to the number of AP, LT-TCPC and EC-TCPC patients between 1972 and 2020 to yield prevalence estimates. The average age of patients at time of surgery (by procedure type) was then applied to estimate the prevalence split by age group. 4. Verification of the model's outputs Wherever possible, the model outputs were cross-checked with a second or multiple other sources from that country. Published real-world data on Fontan prevalence were available from two studies from Australia and New Zealand (Schilling et al. [14] , Iyengar et al. [28] ) and from one study from Sweden (Dahlqvist et al. [29] ). These results were compared with the estimates from our model to determine whether our data were consistent with the available literature.

The epidemiology model was used to extrapolate the prevalence of Fontan through to 2030. In order to project this information, US census bureau projections of population size were used and stable procedure rates between 2020 and 2030 were assumed. In addition, we assumed that factors such as access to care and proportion of pregnancy terminations remained stable.

This study was conducted in accordance with ethical principles of the Declaration of Helsinki and Good Clinical Practice guidelines. This study did not require informed consent or institutional/ethical review board approval as this study is a non-interventional study based on secondary data use. All aggregated patient data used were compliant with the Health Insurance Portability and Accountability Act of 1996. As there were no data available for Italy, it was assumed that the average annual number of procedures reported per 100,000 individuals was the same as for Spain (0.11 per 100,000). These data are presented by country in Table S2 .

A total of 20 references were identified that reported at least one of the following parameters (all split by procedure type): median age at Fontan surgery, 30-day mortality rate, or longterm survival (C 10 years post-Fontan). Creation of an average for each parameter yielded the summary estimates shown in Table 1 .

The 30-day mortality rate during the initial hospital stay was lower with EC-TCPC (1.9%), compared with LT-TCPC (6.6%) and AP (11.5%), and long-term survival rates were highest for EC-TCPC and lowest following AP procedures (Table 1) . Although data were available for the 30-year survival rates post-Fontan for the AP (48.5%) and LT-TCPC (59.8%) procedures, there were no robust estimates for the EC-TCPC procedure that met the inclusion criteria. For example, Pundi et al. [19] reported a 30-year survival rate of 60% (n = 120) for EC-TCPC procedures; however, this information was not included due to the study focus on younger persons with a higher proportion of fenestrations. Therefore, the model assumes a 30-year survival of 80% for the EC-TCPC procedure, based on a 1.25% year-on-year decrease beyond the 25-year timepoint (the last timepoint for which an estimate could be derived from the literature).

In 2020, the number of people living with a Fontan circuit across the 11 countries included in the study was estimated to be 47,881, according to the epidemiology model. Of these, 27,401 people were in the US, 19,017 in Europe and 1463 in Australia and New Zealand (Table S3A) . Overall, this corresponds to point prevalence estimates of 66 people per million (ppm) across the 11 countries: 82.4 ppm in the USA, 52.7 ppm across Europe and 48.2 ppm in Australia and New Zealand. By 2030, the number of people who are living with Fontan across the 11 countries is projected to increase to 59,777, corresponding to a point prevalence of 79 ppm. This growth is based on general population growth, improved survival with TCPC procedures versus AP and it assumes that factors such as access to care and incidence of pregnancy terminations are as for 2020. The prevalence estimates are shown by country, age group and procedural subtype for 2020 and 2030 in Table S3 .

In 2020, the Fontan population is estimated to be comprised of 55% adults (C 18-year olds), 17% adolescents (12 to 17-year olds) and 28% children (\12 years old), shifting to 64% adults, 13% adolescents and 23% children by 2030 (Fig. 1) . The number of persons living with Fontan in 2010-2020 stratified by age group is shown in Figure S5 .

Between 2010 and 2020, EC-TCPC was the most common procedure type among persons living with Fontan ( Figs. 2A, 3) and this is expected to remain the same, through 2030 (Figs. 2B, 3) . By 2030, the share of persons alive by procedure type is predicted to be 83% for EC-TCPC, 14% for LT-TCPC and 4% for AP (Fig. 3) . In this model, these changes are driven by an increasing use of EC-TCPC procedures and the retiring of the AP procedure.

This model estimated that 1239 people were living with Fontan in Australia and New Zealand in 2014, compared with 1265 reported by a previous publication from The Australia and New Zealand Fontan Registry [14] . The distribution of procedure types were also similar for this model versus estimates for 2014 reported by [28] is 570. However, it should be noted that some of our model inputs (uptake curves and Australia-New Zealand source data) were based on The Australia and New Zealand Fontan Registry [14] . For Sweden, this model found that 618 people received Fontan surgery between 1982 and 2017, whereas a retrospective Swedish national study reported this number to be 599 people [29] .

This epidemiology model was created to fill a gap in knowledge on the epidemiology of Fontan. Estimates for the numbers of children born with a single ventricle heart are available in the literature, but it is not possible to use these as epidemiology estimates, as not all patients will undergo Fontan surgery or survive the Fontan procedures. Most studies published to date are small and/or based on a single centre and therefore cannot be relied upon for robust epidemiology estimates [20, 30, 31] . Our model estimated the prevalence of persons living with Fontan across the 11 included countries to be 66 ppm in 2020, rising to 79 ppm in 2030. In addition, our model estimated that the Fontan population would become increasingly older (55% adults in 2020, rising to 64% in 2030) and that the proportion of persons living with an EC-TCPC procedure type would also increase (74-83%). This model has collated the largest set of multinational data on Fontan epidemiology, and represents the only set of multicontinental data, to our knowledge. As such, this model provides novel insights into the epidemiology of persons living with Fontan.

Our model suggests that the number of persons living with Fontan is likely to continue to grow. The projected growth in our model was driven by increased survival due to TCPC procedures, particularly with EC-TCPC, compared with earlier forms of Fontan [17] [18] [19] and the projected growth in general population size (with the exception of Germany, where population size is in decline). In turn, the model also provided evidence of an ageing Fontan population, as more patients survive into adulthood. This is consistent with another study of Fontan epidemiology: Schilling et al. [14] estimated the prevalence of persons living with Fontan in Australia and New Zealand to be 45 ppm in 2014, rising to 58 ppm in 2025 and 72 ppm in 2045, with the average age of the Fontan population increasing from 18 to 31 years over the same time period. They projected prevalence probabilistically using a microsimulation method and robust data from the long-term Australia and New Zealand registry. Their model also considered more factors relating to survival such as gender and morphology (hypoplastic left-heart syndrome versus other) compared with ours. Our model supports these findings of a growing, ageing Fontan population and suggests this trend applies globally. Therefore, the healthcare support needs of this rare population could increase in future.

Our model is based on survival estimates taken from the literature, and the results of our literature search further demonstrate the scarcity of data available on the long-term survival with Fontan surgery. This is particularly true for the EC-TCPC procedure. Thirty-year survival rates were not available in the literature for EC-TCPC, due to the relatively recent availability of this procedure. It is reassuring that the Fig. 3 Proportion of people alive by Fontan procedural subtype in 2020 compared with 2030; results from the epidemiology model; percentages do not total to 100 due to rounding. AP atriopulmonary connection, EC-TCPC extracardiac total cavopulmonary connection, LT-TCPC lateral tunnel total cavopulmonary connection survival curves generated and used in this model predicted a 30-year survival rate for EC-TCPC (80%) that is in line with the expectations for 30-year survival with EC-TCPC noted in the Scientific Statement from the American Heart Association [4] . However, further research is needed to confirm if the long-term survival rates with EC-TCPC are accurate.

This study has several limitations. The average number of annual Fontan procedures for the 2010-2020 period was based on the five most recent years with data available. Therefore, projections both forwards and backwards in time were based on assumptions and potential fluctuations in trends may not have been adequately captured. There could be fluctuation in the incidence of pregnancy terminations, for example, and improvements in the biventricular repair technique [32] [33] [34] [35] may lead to some decline in the number of Fontan surgeries conducted in future. However, we have assumed a steady rate of Fontan and these potential trends would therefore not be captured. It is also unlikely that the databases used to extract Fontan procedure codes have captured all clinically relevant cases of Fontan. In addition, our model did not account for further interventions, such as conversion of Fontan circulation (AP to TCPC), Fontan takedown or heart transplantation, or for the potential for differences in model parameters to be driven by the type of congenital heart defect. It is also important to highlight that the model cannot be used to provide country-specific estimates, as there were not enough country-specific data to populate the model. Instead, the prevalence estimates are 'global' across the 11 included countries.

Our model's key strength is that it involves collection of the strongest existing evidence of Fontan epidemiology and therefore represents the largest set of data available. Another strength is that the model inputs and outputs were cross-checked with other sources at several stages. For example, the procedure counts extracted from the US COMPILE database were relatively consistent with those reported from the NIS by Akintoye et al. [25] , suggesting that the retrieved data are reliable. Moreover, the model's prevalence outputs were cross-checked with other estimates available in the literature, finding only slight difference between our estimates and those of Schilling et al. [14] , Iyengar et al. [28] (both on the Australia and New Zealand registry) and Dahlqvist et al. [29] (Sweden). However, the similarity between our models estimates and those reported by Schilling et al., and Iyengar et al., are expected, given that our model used this registry as the source of the Australia-New Zealand procedure counts and as the basis for creating the uptake curve. Nevertheless, it is reassuring that there are no large differences between our model's estimates and published estimates of Fontan prevalence in Sweden, Australia and New Zealand.

Our epidemiologic model collates existing evidence from 11 countries across Europe, USA, Australia and New Zealand and provides a novel overview of the epidemiology of persons living with Fontan. Our model indicates that there is a growing and ageing population of persons living with Fontan, with prevalence predicted to increase from 66 to 79 ppm between 2020 and 2030, and the proportion of adults rising from 55 to 64% over the same period. In our model, these changes were driven by the better survival rates with TCPC versus AP, the increasing preference for EC-TCPC and the predicted growth in general population size.

Actelion Pharmaceuticals Ltd, a Janssen Pharmaceutical Company of Johnson & Johnson.

Authorship. All named authors meet the International Committee of Medical Journal Editors (ICMJE) criteria for authorship for this article, take responsibility for the integrity of the work as a whole, and have given their approval for this version to be published.

Author contributions. All authors contributed to the study conception and design. Data collection and data analyses were performed by Leandra Plappert and Angela De Martini. All authors contributed to the interpretation of data. All authors critically revised each draft and read and approved the final manuscript. Compliance with Ethics Guidelines. This study was conducted in accordance with ethical principles of the Declaration of Helsinki and Good Clinical Practice guidelines. This study did not require informed consent or institutional/ethical review board approval as this study is a non-interventional study based on secondary data use. All aggregated patient data used were compliant with the Health Insurance Portability and Accountability Act of 1996.

Data availability. The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.

Open Access. This article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/bync/4.0/.

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Funding. Charles River Associates received funding from Actelion Pharmaceuticals Ltd, a Janssen Pharmaceutical Company of Johnson & Johnson for the design and completion of this study. The journal's Rapid Service and Open Access fees were funded by Actelion Pharmaceuticals Ltd., a Janssen Pharmaceutical company of Johnson & Johnson.Medical writing assistance. Medical writing support was provided by Emily Evans and Richard McDonald of Ashfield MedComms, an Ashfield Health company, and funded by