Abstract
Introduction
Little is known about the burden of hereditary transthyretin (ATTRv) amyloidosis, a genetic, progressive, and fatal disease caused by extracellular deposition of transthyretin amyloid fibrils. The study’s aim was to estimate costs and disease burden associated with ATTRv amyloidosis in a real-world setting.
Methods
Using IBM® MarketScan® Commercial and Medicare Supplemental data, we identified patients at least 18 years of age with newly diagnosed ATTRv amyloidosis. Diagnosis required at least one medical claim with relevant diagnosis code (International Classification of Diseases, 9th Revision, Clinical Modification [ICD-9-CM] 277.30–.31, 277.39; ICD-10-CM E85.0–.4, E85.89, E85.9) between January 1, 2014 and December 31, 2016, and at least one additional criterion occurring during study period (2013–2017): at least 15 days diflunisal use without more than a 30-day gap; liver transplant; or claim with codes E85.1 or E85.2. First diagnosis date was study index. Continuous enrollment 1-year pre-index (baseline) and post-index (follow-up) was required. Patients with baseline amyloidosis diagnosis were excluded. Outcomes of interest were comorbidities and 1-year follow-up healthcare utilization and costs (also reported quarterly).
Results
Among 185 qualifying patients, mean age was 59.2 years (standard deviation 15.2), 54.1% were female, and baseline Charlson comorbidity index was 2.2 (2.5). Neuropathy (30.3%), diabetes (27.0%), and cardiovascular-related comorbidities, including dyspnea (25.9%) and congestive heart failure (21.6%), were common during follow-up. Nearly a quarter of patients (24.9%) were hospitalized during follow-up. Most hospitalizations and emergency department visits occurred in the first quarter post-diagnosis (18.9%, 17.8%, respectively) and dropped in subsequent quarters. The annual mean total cost was $64,066, with inpatient services contributing the majority of the expenses ($34,461), followed by outpatient ($23,853), and then pharmacy ($5752). As with utilization, costs were highest in the first quarter post-diagnosis and dropped in subsequent quarters.
Conclusion
Patients newly diagnosed with ATTRv amyloidosis have substantial healthcare utilization and costs in the first year, primarily the initial months, post-diagnosis. Further research should examine later costs associated with disease progression and end-of-life care.
Keywords: Amyloidosis, Cost, Healthcare utilization, Real-world
Key Summary Points
Why carry out this study? |
The economic burden of hereditary transthyretin (ATTRv) amyloidosis in the USA has not been quantified |
Previous studies of different variations of amyloidosis have shown significant healthcare utilization and costs associated with amyloidosis |
This study’s aim was to estimate the costs and disease burden associated with ATTRv amyloidosis in a real-world setting |
What was learned from the study? |
Patients newly diagnosed with ATTRv amyloidosis have substantial healthcare utilization and costs in the first year, primarily the initial months, following diagnosis |
Further research should examine later costs associated with disease progression and end-of-life care |
Introduction
Hereditary transthyretin (ATTRv) amyloidosis is a rare, progressive, multisystemic, and fatal form of amyloidosis caused by extracellular deposition of transthyretin amyloid fibrils primarily synthesized by the liver [1–3]. The worldwide prevalence is estimated to be around 50,000 based on the limited available data (e.g., clinical trial, survey, autopsy) [1, 4, 5], but this number is likely underestimated as a result of diagnostic uncertainty.
Patients with ATTRv amyloidosis commonly experience polyneuropathy, restrictive cardiomyopathy, carpal tunnel syndrome, and autonomic, gastrointestinal, ocular, and renal dysfunction [1]. This varied symptom manifestation often results in misdiagnoses, with an accurate diagnosis taking multiple years and specialist visits [6–8]. For example, polyneuropathy symptoms have been mistakenly attributed to neuropathic conditions other than ATTRv amyloidosis, leading to misdiagnoses [1, 9–11]. If left untreated, symptoms worsen with death occurring 3–15 years after clinical presentation [1, 12]. Delayed diagnosis in amyloidosis is associated with poorer quality of life and productivity, as well as an increased disease burden [1, 5, 13–15].
Standard treatment options for ATTRv are limited, with organ transplantation being the primary approach [1]. However, transplant is associated with risks, such as morbidity due to chronic immunosuppression, and has been shown to be ineffective in the long-term improvement of quality of life and slowing of disease progression [1, 16, 17]. Several novel pharmacological options have been showing efficacy for treating early stages of ATTRv amyloidosis, including TTR stabilizers (e.g., tafamidis, diflunisal), RNA interference (RNAi) therapy (e.g., patisiran), and antisense oligonucleotides (e.g., inotersen) [18]. The above options, minus tafamidis, have been approved and are available for use in the USA.
The economic burden of ATTRv amyloidosis in the USA has not been quantified. The few articles examining burden and amyloidosis in a real-world setting have focused on other forms of amyloidosis, including systemic light chain (AL) amyloidosis and cardiac amyloidosis [19, 20]. These studies have indicated significant healthcare utilization and costs associated with amyloidosis, which we hypothesize would likely extend to the ATTRv form. This study’s aim was to estimate the costs and disease burden associated with ATTRv amyloidosis in a real-world setting.
Methods
This was a retrospective claims analysis of IBM® MarketScan® Commercial and Medicare Supplemental Databases.1 The MarketScan Commercial and Medicare Supplemental Databases represent health services of more than 41.1 million employees, dependents, and retirees in the USA with primary or Medicare supplemental coverage through privately insured fee-for-service, point-of-service, or capitated health plans. The databases include enrollment information and claims with healthcare utilization information (e.g., inpatient and outpatient services, and prescription drug claims) [21]. All data were compliant with the Health Insurance Portability and Accountability Act (HIPAA) of 1996. Institutional review board approval was not required as MarketScan data are recorded in such a manner that subjects cannot be identified, directly or through identifiers linked to the subjects. Meeting these conditions makes this research exempt from the requirements of 45 CFR 46.101 under the Department of Health and Human Services [22].
Adult patients with ATTRv amyloidosis were identified by the presence of at least one medical claim (inpatient or outpatient) for any form of amyloidosis, except light chain or wild type, (International Classification of Diseases, 9th Revision, Clinical Modification [ICD-9-CM] codes: 277.30, 277.31, 277.39; ICD-10-CM: E85.0, E85.1, E85.2, E85.3, E85.4, E85.89, E85.9) in any diagnosis field of a claim during the identification (ID) period (January 1, 2014 to December 31, 2016). Since diagnosis codes specific to hereditary amyloidosis (E85.1, E85.2) were not available until the introduction of ICD-10, patients included in the analysis who did not have one of these two codes were also required to have either (1) use of diflunisal for at least 15 days, or (2) liver transplant during the study period (January 1, 2013 to December 31, 2017). To identify newly diagnosed patients, patients who had a diagnosis of amyloidosis in the 1 year before index (washout period) were excluded. Additionally, we excluded patients who were not continuously enrolled for at least 1 year prior to the index (baseline period) and at least 1 year after index (follow-up period). The index date was the first diagnosis of amyloidosis in the ID period. See Fig. 1 for study time frame.
Baseline measures included patient demographic and clinical characteristics, including age, gender, region, insurance type, and Charlson comorbidity index (CCI) [23, 24]. Outcome measures of interest included inpatient and outpatient healthcare utilization (i.e., hospitalization, inpatient days, emergency department (ED) and physician office visits, and pharmacy utilization) and total costs (i.e., inpatient and outpatient services, and pharmacy). These measures were created using claims from the follow-up period. Additional measures included ATTRv-related comorbidities and selected procedures of interest, also created using claims from the follow-up period.
Descriptive statistics, including means, standard deviations (SD), and relative frequencies and percentages for continuous and categorical data, respectively, were reported. Follow-up and outcome measures of interest were reported by quarter (Q1, Q2, Q3, Q4) and at 1 year after index. All data transformations and statistical analyses were performed using SAS© version 9.4.
Results
Sample Selection and Patient Characteristics
Of the 9802 identified patients with at least one amyloidosis claim, 367 had either ICD-10-CM codes E85.1 or E85.2 or an additional qualifier for ATTRv amyloidosis. After removal of patients who were not continuously enrolled in a healthcare plan or who were not disease free during the baseline period, 253 patients remained. Of these, 68 patients were further excluded for not having 1-year continuous enrollment during follow-up. The final study sample consisted of 185 patients with ATTRv amyloidosis (Table 1).
Table 1.
Criteria | Number | |
---|---|---|
A | Adult patients who had ≥ 1 inpatient or outpatient claim with a diagnosis for amyloidosis (except light chain and wild type) between January 1, 2014 and December 31, 2016. The first diagnosis date was defined as the index date | 9802 |
B | Of A, who had a claim with ICD-10 diagnosis code E85.1 or E85.2, or an additional qualifier for ATTRv amyloidosis in Y2013–Y2017 | 367a |
C | Of B, who had no amyloidosis diagnosis and were continuously enrolled in 1 year prior to the index date (newly diagnosed patients) | 253 |
D | Of C, who were continuously enrolled in the 1-year period after the index date | 185 |
ATTRv hereditary transthyretin
a322 patients had a claim with E85.1 or E85.2, 60 had ≥ 15 days of diflunisal use, and 11 had a liver transplant; some patients may have had multiple qualifiers
The mean (SD) age of the study population was 59.2 (15.2) years, with the highest proportion of patients being in the 65+ age group (34.1%). The majority of patients were female (54.1%) and covered by Preferred Provider Organization (PPO)/Point of Service (POS) insurance (65.9%) (Table 2).
Table 2.
Patients newly diagnosed with ATTRv amyloidosis N = 185 |
|
---|---|
Age, years, mean (SD) | 59.2 (15.2) |
18–34, n (%) | 14 (7.6) |
35–54 | 46 (24.9) |
55–64 | 62 (33.5) |
65+ | 63 (34.1) |
Gender, n (%) | |
Female | 100 (54.1) |
Male | 85 (45.9) |
Region, n (%) | |
Midwest | 38 (20.5) |
Northeast | 68 (36.8) |
South | 64 (34.6) |
West | 15 (8.1) |
Insurance type, n (%) | |
PPO/POS | 122 (65.9) |
Comprehensive | 23 (12.4) |
CDHP/HDHP | 21 (11.4) |
HMO | 17 (9.2) |
Missing/unknown | 2 (1.1) |
Charlson comorbidity index, mean (SD) | 2.2 (2.5) |
ATTRv hereditary transthyretin, CDHP/HDHP consumer directed health plan/high deductible health plan, HMO health maintenance organization, PPO/POS preferred provider organization/point of service plan
During the 1-year follow-up period, patients had a variety of nervous system, ocular, gastrointestinal, musculoskeletal, cardiovascular, and metabolic comorbidities. Of these potentially ATTRv-related comorbidities, neuropathy affected the most patients [n (%) = 56 (30.3%)] and vitreous opacity the least [5 (2.7%)] (Fig. 2). Of the selected procedures performed during follow-up, electrocardiography and echocardiogram were the most common [55.7% and 38.4%, respectively (results not shown)].
Healthcare Utilization and Costs in the 1-Year Follow-Up
Nearly a quarter of patients (24.9%) were hospitalized in the year following diagnosis, with on average (SD) 20.2 (39.1) inpatient days annually among utilizers. Most hospitalizations and ED visits occurred in the first quarter following diagnosis (18.9%, 17.8%, respectively) and dropped in subsequent quarters (quarterly values shown in Table 3). The same trend was seen in the number of physician office visits (Table 3).
Table 3.
Q1 N = 185 |
Q2 N = 185 |
Q3 N = 185 |
Q4 N = 185 |
1-Year follow-up N = 185 |
|
---|---|---|---|---|---|
Any inpatient hospitalizations, n (%) | 35 (18.9) | 13 (7.0) | 9 (4.9) | 10 (5.4) | 46 (24.9) |
Inpatient days among all patients, mean (SD) | 3.0 (16.0) | 1.2 (7.4) | 0.5 (3.5) | 0.2 (1.3) | 5.0 (21.2) |
Inpatient days among utilizers, n mean (SD) |
35 15.8 (34.2) |
13 17.8 (22.6) |
9 11.1 (12.2) |
10 4.6 (3.6) |
46 20.2 (39.1) |
Any ED visits, n (%) | 33 (17.8) | 21 (11.4) | 7 (3.8) | 17 (9.2) | 53 (28.6) |
No. of physician office visits, mean (SD) | 5.4 (5.2) | 3.7 (5.7) | 2.7 (5.0) | 2.5 (4.6) | 14.2 (17.2) |
No. of prescription fills, mean (SD) | 8.9 (8.7) | 7.1 (8.7) | 5.5 (7.4) | 4.4 (7.0) | 25.9 (26.7) |
ED emergency department, SD standard deviation
The 1-year mean (SD) total cost was $64,066 (214,317), with inpatient services contributing the majority of the expenses [$34,461 (179,301)], followed by outpatient [$23,853 (51,325)], and then pharmacy [$5752 (16,774)]. As with utilization, costs were highest in the first quarter following diagnosis and dropped in subsequent quarters (Fig. 3).
Discussion
In this retrospective analysis of nationally representative claims databases, we found that patients with ATTRv amyloidosis have substantial healthcare utilization and costs in the first year following diagnosis. The largest proportion of cost in the first year occurred in the first quarter after diagnosis.
This is the first real-world study examining healthcare costs associated with ATTRv amyloidosis in the USA. As such, there are no published cost estimates that are clearly comparable to our current estimates. A 2018 retrospective study focusing on amyloid light chain (AL) amyloidosis reported mean total annual all-cause healthcare costs of $122,180, with $56,466 from outpatient (including ED visits) and $54,053 from inpatient services. Total costs decreased from the first to second year after diagnosis, consistent with the decline we observed over a shorter period [20]. The earlier estimates were higher than ours, likely a result of clinical differences between the populations as patients with AL amyloidosis are more likely to have severe cardiac involvement than those with ATTRv amyloidosis [1, 25, 26]. A 2019 study of costs among hospitalized patients with cardiac amyloidosis (excluding hereditary forms) found mean total cost of $20,584 per admission [19]. However, neither the prior studies nor the current one estimated long-term healthcare utilization and costs. A 2018 survey of patients with familial amyloidotic polyneuropathy found that patients in later stages of the disease had more ED visits and hospitalizations than those in earlier stages, but they did not estimate costs [27]. A real-world analysis incorporating longer follow-up in later stages of ATTRv amyloidosis would be informative, and we are contemplating such a study. Two recent international articles examined societal and public costs of ATTRv amyloidosis. A 2016 study of patients with ATTRv polyneuropathy in Portugal found a mean cost (including direct and indirect costs) per patient of €28,152 with treatment costs contributing the largest portion (52%) [28]. Similar to our study, Inês et al. found the greatest proportion of patients with amyloidosis in the older age groups [28]. Additionally, the study reported the greatest disease burden for this group [28]. A fiscal cost model found that patients with ATTRv amyloidosis in the Netherlands pay less taxes and receive incrementally more in government intervention, with the conclusion that halting disease progression early would result in economic benefits beyond health benefits [14]. In the simulated disease scenarios, patients with severe cardiomyopathy had less significant health costs due to early mortality compared to patients without severe cardiomyopathy. While not directly comparable to our study, both of these studies identified substantial burden and costs associated with the disease.
The current study provides the first real-world estimates of healthcare costs associated with ATTRv amyloidosis in the USA. These cost estimates may be useful for comparing the value of different treatment strategies, including any novel therapies that may emerge.
Limitations
This study had several limitations. First, our approach to patient identification has not validated using medical records; however, the majority of patients in the final sample were included because they had codes for hereditary amyloidosis (ICD-10-CM codes: E85.1 or E85.2), increasing our confidence that the correct population was identified. Second, the fixed 1-year follow-up period would have excluded those who died within 12 months of diagnosis, which might have resulted in an underestimate of cost. As information on disease stage is not available in the data source used, the patient population could have been skewed towards those patients with an earlier stage of ATTRv amyloidosis. This might have also resulted in an underestimate of costs, as chronic diseases generally incur higher costs over time due to disease progression [20, 29, 30]. Third, this study examines only direct healthcare costs and does not include indirect costs such as reduced work productivity. Moreover, while we did not examine the effect of demographic factors, such as age, on the burden of illness, we would expect to find greater burden in certain populations similar to what has been found in other amyloidosis studies [14, 28]. Additionally, costs prior to diagnosis, which may also contribute to burden, were not captured.
Conclusion
Quantifying the true economic burden of ATTRv amyloidosis remains a challenge due to diagnostic delays, lack of disease awareness, the disease’s rarity, and its wide variety of symptoms and clinical presentations. Patients newly diagnosed with ATTRv amyloidosis have substantial healthcare utilization and costs in the first year, primarily the initial months, following diagnosis. Further analysis is needed of longer-term—beyond 1 year through end-of-life—healthcare utilization and costs associated with ATTRv amyloidosis, and of the determinants of such burden.
Acknowledgments
Funding
This work was supported by Akcea Therapeutics, and Akcea will be responsible for the journal’s Rapid Service Fee.
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.
Prior Presentation
International Society of Pharmacoeconomics and Outcomes Research (ISPOR) Annual European Congress 2019, November 2–6, 2019, Copenhagen, Denmark; ISPOR 2018, May 19–23, 2018, Baltimore, Maryland, USA; AMCP Managed Care and Specialty Pharmacy Annual Meeting 2018, April 23–26, Boston, Massachusetts, USA.
Disclosures
Montserrat Vera-Llonch and Michael R. Pollock are employees of Akcea Therapeutics. Spencer Guthrie was an employee of Akcea Therapeutics at the time of study and is now an employee of Aurora Bio, San Francisco, CA, USA. Sheila R. Reddy, Eunice Chang, Ryan S. Tieu, Marian H. Tarbox, and Michael S. Broder are employees of Partnership for Health Analytic Research, LLC, which was paid by Akcea to perform the research described in this manuscript.
Compliance with Ethics Guidelines
Institutional review board approval was not required as MarketScan data are recorded in such a manner that subjects cannot be identified, directly or through identifiers linked to the subjects. Meeting these conditions makes this research exempt from the requirements of 45 CFR 46.101 under the Department of Health and Human Services [22].
Data Availability
The data that support the findings of this study are not publicly available due to licensing restrictions, but are available with the permission of IBM Watson Health.
Footnotes
MarketScan is a trademark of IBM Corporation in the USA and other countries.
Digital features
To view digital features for this article go to 10.6084/m9.figshare.12249746.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The data that support the findings of this study are not publicly available due to licensing restrictions, but are available with the permission of IBM Watson Health.