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DuBrock HM, Germack HD, Gauthier-Loiselle M, Linder J, Satija A, Manceur AM, Cloutier M, Lefebvre P, Panjabi S, Frantz RP. Economic Burden of Delayed Diagnosis in Patients with Pulmonary Arterial Hypertension (PAH). PHARMACOECONOMICS - OPEN 2024; 8:133-146. [PMID: 37980316 PMCID: PMC10781905 DOI: 10.1007/s41669-023-00453-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/02/2023] [Indexed: 11/20/2023]
Abstract
BACKGROUND The aim of this study was to assess health care resource utilization (HRU) and costs associated with delayed pulmonary arterial hypertension (PAH) diagnosis in the United States. METHODS Eligible adults with newly diagnosed PAH from Optum's de-identified Clinformatics® Data Mart Database (2016-2021) were assigned to mutually exclusive cohorts based on time between first PAH-related symptom and first PAH diagnosis (i.e., ≤12 months' delay, >12 to ≤24 months' delay, >24 months' delay). All-cause HRU and health care costs per patient per month (PPPM) were assessed during the first year following diagnosis and compared across cohorts using regression analysis adjusted for baseline covariates. Sensitivity analyses were conducted to assess outcomes during all available follow-up post-diagnosis. RESULTS Among 538 patients (mean age: 65.6 years; 60.6% female), 60.8% had ≤12 months' delay, 23.4% had a delay of >12 to ≤24 months, and 15.8% had >24 months' delay. Compared with ≤12 months, delays of >12 to ≤24 months and >24 months were associated with increased hospitalizations (incidence rate ratio [95% confidence interval]: 1.40 [1.11-1.71] vs 1.71 [1.29-2.12]) and outpatient visits (1.17 [1.06-1.30] vs 1.26 [1.08-1.41]). Longer delays were also associated with more intensive care unit (ICU) stays and 30-day readmissions. Diagnosis delays translated into excess costs PPPM of US$3986 [1439-6436] for >12 to ≤24 months and US$5366 [2107-8524] for >24 months compared with ≤12 months' delay; increased hospitalization costs (US$3248 [1108-5135] and US$4048 [1401-6342], respectively) being the driver. Sensitivity analyses yielded similar trends. CONCLUSIONS Delayed PAH diagnosis is associated with significant incremental economic burden post-diagnosis, driven by hospitalizations including ICU stays and 30-day readmissions, highlighting the need for increased awareness and a potential benefit of earlier screening.
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Affiliation(s)
| | - Hayley D Germack
- Medical Affairs, Johnson and Johnson Innovative Medicines, Titusville, NJ, USA
| | - Marjolaine Gauthier-Loiselle
- Analysis Group, Inc., 1190 avenue des Canadiens-de-Montréal, Tour Deloitte, Suite 1500, Montréal, QC, H3B 0M7, Canada.
| | | | | | - Ameur M Manceur
- Analysis Group, Inc., 1190 avenue des Canadiens-de-Montréal, Tour Deloitte, Suite 1500, Montréal, QC, H3B 0M7, Canada
| | - Martin Cloutier
- Analysis Group, Inc., 1190 avenue des Canadiens-de-Montréal, Tour Deloitte, Suite 1500, Montréal, QC, H3B 0M7, Canada
| | - Patrick Lefebvre
- Analysis Group, Inc., 1190 avenue des Canadiens-de-Montréal, Tour Deloitte, Suite 1500, Montréal, QC, H3B 0M7, Canada
| | - Sumeet Panjabi
- Medical Affairs, Johnson and Johnson Innovative Medicines, Titusville, NJ, USA
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Zhang C, Tsang Y, He J, Panjabi S. Predicting Risk of 1-Year Hospitalization Among Patients with Pulmonary Arterial Hypertension. Adv Ther 2023; 40:2481-2492. [PMID: 37024760 PMCID: PMC10079144 DOI: 10.1007/s12325-023-02501-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 03/21/2023] [Indexed: 04/08/2023]
Abstract
INTRODUCTION US claims-based analyses emphasize the substantial hospitalization burden of patients with pulmonary arterial hypertension (PAH) and the significant need for improved monitoring and more timely interventions. A claims-based predictive model may be useful to assist healthcare providers and payers in identifying patients with PAH at increased hospitalization risk. To address this aim, we constructed statistical models using baseline patient variables available in administrative healthcare claims to predict patients' risk for all-cause and PH-related hospitalization within 1 year of initiating ≥ 1 PAH indicated medication. METHODS Adult patients with PAH who newly initiated ≥ 1 PAH indicated medication were selected from the MarketScan Commercial and Medicare Supplemental databases (January 1, 2009-January 31, 2019). Cox regression models were built with a randomly selected training set and evaluated using a validation set of remaining patients. Predictive variables for the models were selected in three steps: clinical knowledge, univariate analysis, and backward stepwise selection. RESULTS Within 1 year of initiating ≥ 1 PAH indicated medication, 1502/3872 (38.8%) had an all-cause hospitalization and 950/3872 (24.5%) had a pulmonary hypertension (PH)-related hospitalization. Predictive risk factors for all-cause hospitalization were Quan-Charlson Comorbidity Index (CCI) score 2-3 [hazard ratio (HR) 1.229; P = 0.038] and ≥ 4 (HR 1.531; P < 0.001), claims-based frailty index (CFI) score > 1 (highest frailty level; HR 1.301; P = 0.018), hemoptysis (HR 1.254; P = 0.016), malaise/fatigue (HR 1.150; P = 0.037), history of PH-related hospitalization (HR 1.171; P = 0.011), non-PH-related ER visit (HR 1.713; P = 0.014), and higher non-PH-related outpatient visit cost (HR 1.069; P < 0.001). Predictive risk factors for PH-related hospitalization were female sex (HR 1.264; P = 0.004), Quan-CCI score ≥ 4 (HR 1.408; P = 0.008), portal hypertension (HR 1.565; P = 0.019), CFI score > 1 (HR 1.522; P = 0.002), dyspnea (HR 1.259; P = 0.023), and history of PH-related hospitalization (HR 1.273; P = 0.002). CONCLUSIONS The US claims-based predictive models showed acceptable performance to predict 1-year hospitalization among patients with PAH.
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Affiliation(s)
- Chang Zhang
- Janssen Business Technology Commercial Data Sciences, Titusville, NJ USA
| | - Yuen Tsang
- Real World Value & Evidence, Janssen Scientific Affairs, LLC, 1125 Trenton Harbourton Rd, Titusville, NJ 08560 USA
| | - Jinghua He
- Real World Research, Janssen Scientific Affairs, LLC, Titusville, NJ USA
| | - Sumeet Panjabi
- Real World Value & Evidence, Janssen Scientific Affairs, LLC, 1125 Trenton Harbourton Rd, Titusville, NJ 08560 USA
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Tsang Y, Panjabi S, Funtanilla V, Germack HD, Gauthier‐Loiselle M, Manceur AM, Liu S, Cloutier M, Lefebvre P. Economic burden of illness among patients with pulmonary arterial hypertension (PAH) associated with connective tissue disorders (CTD). Pulm Circ 2023; 13:e12218. [PMID: 37051491 PMCID: PMC10084239 DOI: 10.1002/pul2.12218] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 02/28/2023] [Accepted: 03/27/2023] [Indexed: 04/14/2023] Open
Abstract
Pulmonary arterial hypertension (PAH) is commonly associated with connective tissue disorders (CTDs). This study provides a contemporary assessment of the economic burden of CTD + PAH and PAH in the United States. Eligible adult patients identified from Optum's deidentified Clinformatics® Data Mart Database (10/01/2015-09/30/2021) were classified into mutually exclusive cohorts based on recorded diagnoses: (1) CTD + PAH, (2) PAH, (3) CTD, (4) control without CTD/PAH. The index date was a randomly selected diagnosis date for PAH (CTD + PAH, PAH cohorts) or CTD (CTD cohort), or a random date (control cohort). Entropy balancing was used to balance characteristics across cohorts. Healthcare costs and healthcare resource utilization (HRU) per patient per month (PPPM) were assessed for ≤12 months postindex and compared among balanced cohorts. A total of 552,900 patients were included (CTD + PAH: n = 1876; PAH: n = 8177; CTD: n = 209,156; control: n = 333,691). Average total all-cause costs were higher for CTD + PAH than PAH cohort ($16,854 vs. $15,686 PPPM; p = 0.02); both cohorts incurred higher costs than CTD and control cohorts ($4476 and $2170 PPPM; all p < 0.001). Average HRU PPPM was similar between CTD + PAH and PAH cohorts (inpatient stay: 0.15 vs. 0.15, outpatient visits: 4.23 vs. 4.11; all p > 0.05), while CTD and control cohorts incurred less HRU (inpatient stay: 0.07 and 0.03, outpatient visits: 2.67 and 1.69; all p < 0.001). CTD + PAH and PAH are associated with a substantial economic burden. The incremental burden attributable to PAH versus the general population and patients with CTD without PAH highlights significant unmet needs among PAH patients.
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Affiliation(s)
- Yuen Tsang
- Real‐World Value & EvidenceJanssen Scientific Affairs, LLCTitusvilleNew JerseyUSA
| | - Sumeet Panjabi
- Real‐World Value & EvidenceJanssen Scientific Affairs, LLCTitusvilleNew JerseyUSA
| | - Vienica Funtanilla
- Real‐World Value & EvidenceJanssen Scientific Affairs, LLCTitusvilleNew JerseyUSA
| | - Hayley D. Germack
- Real‐World Value & EvidenceJanssen Scientific Affairs, LLCTitusvilleNew JerseyUSA
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Runheim H, Kjellström B, Beaudet A, Ivarsson B, Husberg M, Pillai N, Levin L, Bernfort L. Societal costs associated with pulmonary arterial hypertension: A study utilizing linked national registries. Pulm Circ 2023; 13:e12190. [PMID: 36704610 PMCID: PMC9868346 DOI: 10.1002/pul2.12190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 01/03/2023] [Accepted: 01/05/2023] [Indexed: 01/11/2023] Open
Abstract
Pulmonary arterial hypertension (PAH) is a progressive disease with no cure. Healthcare resource utilization (HCRU; hospitalization, outpatient visits, and drug utilization) before diagnosis and productivity loss (sick leave and disability pension) before and after PAH diagnosis are not well known. By linking several Swedish national databases, this study have estimated the societal costs in a national PAH cohort (n = 749, diagnosed with PAH in 2008-2019) 5 years before and 5 years after diagnosis and compared to an age, sex, and geographically matched control group (n = 3745, 1:5 match). HCRU and productivity loss were estimated per patient per year. The PAH group had significantly higher HCRU and productivity loss compared to the control group starting already 3 and 5 years before diagnosis, respectively. HCRU peaked the year after diagnosis in the PAH group with hospitalizations (mean ± standard deviation; 2.0 ± 0.1 vs. 0.2 ± 0.0), outpatient visits (5.3 ± 0.3 vs. 0.9 ± 0.1), and days on sick leave (130 ± 10 vs. 13 ± 1) significantly higher compared to controls. Total costs during the entire 10-year period were six times higher for the PAH group than the control group. In the 5 years before diagnosis the higher costs were driven by productivity loss (76%) and hospitalizations (15%), while the 5 years after diagnosis the main cost drivers were drugs (63%), hospitalizations (16%), and productivity loss (16%). In conclusion, PAH was associated with large societal costs due to high HCRU and productivity loss, starting several years before diagnosis. The economic and clinical burden of PAH suggests that strategies for earlier diagnosis and more effective treatments are warranted.
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Affiliation(s)
- Hannes Runheim
- Department of Health, Medicine and Caring SciencesLinköping UniversityLinköpingSweden
| | - Barbro Kjellström
- Department of Clinical Sciences Lund, Clinical Physiology and Skåne University HospitalLund UniversityLundSweden
| | | | - Bodil Ivarsson
- Department of Clinical Sciences Lund, Cardiothoracic Surgery and Medicine Services University Trust, Region SkåneLund UniversityLundSweden
| | - Magnus Husberg
- Department of Health, Medicine and Caring SciencesLinköping UniversityLinköpingSweden
| | - Nadia Pillai
- Actelion Pharmaceuticals Ltd.AllschwilSwitzerland
| | - Lars‐Åke Levin
- Department of Health, Medicine and Caring SciencesLinköping UniversityLinköpingSweden
| | - Lars Bernfort
- Department of Health, Medicine and Caring SciencesLinköping UniversityLinköpingSweden
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Ogbomo A, Tsang Y, Mallampati R, Panjabi S. The direct and indirect health care costs associated with pulmonary arterial hypertension among commercially insured patients in the United States. J Manag Care Spec Pharm 2022; 28:608-616. [PMID: 35621726 PMCID: PMC10372985 DOI: 10.18553/jmcp.2022.28.6.608] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
BACKGROUND: Pulmonary arterial hypertension (PAH) is a rare, progressive, and fatal disease associated with considerable overall clinical and economic burden. Although the direct health care costs of PAH have been well described, there are few data regarding indirect costs and productivity loss associated with PAH. Patient data were assessed until the earliest of death, end of full-time employment, end of continuous enrollment, or end of study period. OBJECTIVES: To update data on the direct burden and address the knowledge gap regarding the indirect burden associated with PAH. METHODS: This is a retrospective case-control study with prevalent and incident patients with PAH aged 18-64 years identified from the MarketScan Commercial and Health and Productivity management datasets during the identification period (January 1, 2016, to November 30, 2018). Patients were required to have continuous enrollment for 12 months or longer from the baseline period and 1 month or longer from the follow-up (post-index) period. Among patients with PAH (cases), the first observed PAH diagnosis claim date during the identification period was the index date. Patients without PAH (controls) were selected and assigned a random index date during the same period. Controls were matched 1:1 by age, sex, and region to prevalent and incident PAH cases. Per patient per month (PPPM), all-cause health care resource utilization, costs, and short-term disability (STD) were examined for cases and controls during the follow-up period. Multivariable analysis was performed using the generalized linear model to determine the adjusted direct and indirect health care utilization and costs. RESULTS: A total of 1,293 prevalent and 455 incident patients with PAH were identified. During the follow-up period, prevalent patients with PAH had significantly higher total mean all-cause health care costs ($9,915 vs $359, P < 0.0001) and inpatient length of stay (0.63 vs 0.02 days, P < 0.0001) PPPM as compared with controls. Prevalent patients with PAH had significantly longer STD (6.0 vs 1.5 days, P < 0.0001) and higher STD-related costs ($1,226 vs $277, P < 0.0001) PPPM as compared with controls. Incident patients with PAH had significantly higher total mean all-cause health care costs ($9,353 vs $336, P < 0.0001) and inpatient length of stay (0.92 vs 0.01 days, P < 0.0001) PPPM as compared with controls. Incident patients with PAH also had longer STD (8.1 vs 1.5 days, P < 0.0001) and higher STD-related costs ($1,706 vs $263, P < 0.0001), as compared with controls. CONCLUSIONS: This study showed that incident and prevalent patients with PAH had significantly higher direct and indirect health care resource utilization and costs as well as productivity loss compared with patients without PAH. DISCLOSURES: Ms Ogbomo and Mr Mallampati were paid employees of STATinMED Research at the time of study completion; STATinMED Research is a paid consultant to Janssen Scientific Affairs, LLC. Drs Tsang and Panjabi are employees of Janssen Scientific Affairs LLC, a subsidiary of Johnson and Johnson, the study sponsor.
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Affiliation(s)
| | - Yuen Tsang
- Janssen Scientific Affairs, Titusville, NJ
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6
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Pizzicato LN, Nadipelli VR, Governor S, Mao J, Lanes S, Butler J, Pepe RS, Phatak H, El‐Kersh K. Real World Treatment Patterns, Healthcare Resource Utilization, and Cost Among Adults with Pulmonary Arterial Hypertension in The United States. Pulm Circ 2022; 12:e12090. [PMID: 35795495 PMCID: PMC9248786 DOI: 10.1002/pul2.12090] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 04/11/2022] [Accepted: 04/27/2022] [Indexed: 11/21/2022] Open
Abstract
Treatment for pulmonary arterial hypertension (PAH) has evolved over the past decade, including approval of new medications and growing evidence to support earlier use of combination therapy. Despite these changes, few studies have assessed real‐world treatment patterns, healthcare resource utilization (HCRU), and costs among people with PAH using recent data. We conducted a retrospective cohort study using administrative claims from the HealthCore Integrated Research Database®. Adult members with claims for a PAH diagnosis, right heart catheterization, and who initiated PAH treatment (index date) between October 1, 2015 and November 30, 2020 were identified. Members had to be continuously enrolled in the health plan for 6 months before the index date (baseline) and ≥30 days after. Treatment patterns, HCRU, and costs were described. A total of 843 members with PAH (mean age 62.3 years, 64.2% female) were included. Only 21.0% of members received combination therapy as their first‐line treatment, while most members (54.6%) received combination therapy as second‐line treatment. All‐cause HCRU remained high after treatment initiation with 58.0% of members having ≥1 hospitalization and 41.3% with ≥1 emergency room visit. Total all‐cause costs declined from $15,117 per patient per month at baseline to $14,201 after treatment initiation, with decreased medical costs ($14,208 vs. $6,349) more than offsetting increased pharmacy costs ($909 vs. $7,852). In summary, despite growing evidence supporting combination therapy, most members with PAH initiated treatment with monotherapy. Total costs decreased following treatment, driven by a reduction in medical costs even with increases in pharmacy costs.
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Affiliation(s)
- Lia N. Pizzicato
- HealthCore Inc. 123 Justison Street, Suite 200 Wilmington DE 19801
| | | | - Samuel Governor
- HealthCore Inc. 123 Justison Street, Suite 200 Wilmington DE 19801
| | - Jianbin Mao
- Acceleron Pharma 128 Sidney Street Cambridge MA 02139
| | - Stephan Lanes
- HealthCore Inc. 123 Justison Street, Suite 200 Wilmington DE 19801
| | - John Butler
- Acceleron Pharma 128 Sidney Street Cambridge MA 02139
| | - Rebecca S. Pepe
- HealthCore Inc. 123 Justison Street, Suite 200 Wilmington DE 19801
| | - Hemant Phatak
- Acceleron Pharma 128 Sidney Street Cambridge MA 02139
| | - Karim El‐Kersh
- University of Nebraska Medical Center, 985990 Nebraska Medical Center Omaha NE 68198‐5990
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Zozaya N, Abdalla F, Casado Moreno I, Crespo-Diz C, Ramírez Gallardo AM, Rueda Soriano J, Alcalá Galán M, Hidalgo-Vega Á. The economic burden of pulmonary arterial hypertension in Spain. BMC Pulm Med 2022; 22:105. [PMID: 35346140 PMCID: PMC8962538 DOI: 10.1186/s12890-022-01906-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 03/16/2022] [Indexed: 11/23/2022] Open
Abstract
Background Pulmonary Arterial Hypertension (PAH) is a rare, debilitating, and potentially fatal disease. This study aims to quantify the economic burden of PAH in Spain.
Methods The study was conducted from a societal perspective, including direct and indirect costs associated with incident and prevalent patients. Average annual costs per patient were estimated by multiplying the number of resources consumed by their unit cost, differentiating the functional class (FC) of the patient. Total annual costs per FC were also calculated, taking the 2020 prevalence and incidence ranges into account. An expert committee validated the information on resource consumption and provided primary information on pharmacological consumption. Unit costs were estimated using official tariffs and salaries in Spain. A deterministic sensitivity analysis was conducted to test the uncertainty of the model. Results The average annual total cost was estimated at €98,839 per prevalent patient (FC I-II: €65,233; FC III: €103,736; FC IV: €208,821), being €42,110 for incident patients (FC I-II: €25,666; FC III: €44,667; FC IV: €95,188). The total annual cost of PAH in Spain, taking into account a prevalence between 16.0 and 25.9 cases per million adult inhabitants (FC I-II 31.8%; FC III 61.3%; FC IV 6.9%) and an incidence of 3.7, was estimated at €67,891,405 to €106,131,626, depending on the prevalence considered. Direct healthcare costs accounted for 64% of the total cost, followed by indirect costs (24%), and direct non-healthcare costs (12%). The total costs associated with patients in FC I-II ranged between €14,161,651 and €22,193,954, while for patients in FC III costs ranged between €43,763,019 and €68,391,651, and for patients in FC IV between €9,966,735 and €15,546,021. In global terms, patients with the worst functional status (FC IV) account for only 6.9% of the adults suffering from PAH in Spain, but are responsible for 14.7% of the total costs. Conclusions PAH places a considerable economic burden on patients and their families, the healthcare system, and society as a whole. Efforts must be made to improve the health and management of these patients since the early stages of the disease. Supplementary Information The online version contains supplementary material available at 10.1186/s12890-022-01906-2.
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Affiliation(s)
- Néboa Zozaya
- Department of Health Economics, Weber, Calle Moreto, 17, 5º Dcha., 28014, Madrid, Spain. .,Department of Quantitative Methods in Economics and Management, University Las Palmas de Gran Canaria, Las Palmas, Spain.
| | - Fernando Abdalla
- Department of Health Economics, Weber, Calle Moreto, 17, 5º Dcha., 28014, Madrid, Spain
| | | | - Carlos Crespo-Diz
- Pharmacy Department, Complexo Hospitalario Universitario de Pontevedra, Instituto de Investigación Sanitaria Galicia Sur (IISGS), Pontevedra, Spain
| | | | - Joaquín Rueda Soriano
- Department of Cardiology, Hospital Universitari i Politècnic La Fe, Instituto de Investigación Sanitaria La Fe, CIBERCV, Valencia, Spain
| | | | - Álvaro Hidalgo-Vega
- Weber Foundation, Madrid, Spain.,Department of Economic Analysis and Finances, University of Castilla-La Mancha, Toledo, Spain
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Exposto F, Hermans R, Nordgren Å, Taylor L, Sikander Rehman S, Ogley R, Davies E, Yesufu-Udechuku A, Beaudet A. Burden of pulmonary arterial hypertension in England: retrospective HES database analysis. Ther Adv Respir Dis 2021; 15:1753466621995040. [PMID: 33620026 PMCID: PMC7905485 DOI: 10.1177/1753466621995040] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 01/14/2021] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND The clinical and economic burden of pulmonary arterial hypertension (PAH) is poorly understood outside the United States. This retrospective database study describes the characteristics of patients with PAH in England, including their healthcare resource utilisation (HCRU) and associated costs. METHODS Data from 1 April 2012 to 31 March 2018 were obtained from the National Health Service (NHS) Digital Hospital Episode Statistics database, which provides full coverage of patient events occurring in NHS England hospitals. An adult patient cohort was defined using an algorithm incorporating pulmonary hypertension (PH) diagnosis codes, PAH-associated procedures, PH specialist centre visits and PAH-specific medications. HCRU included inpatient admissions, outpatient visits and Accident and Emergency (A&E) attendances. Associated costs, calculated using national tariffs inflation-adjusted to 2017, did not include PAH-specific drugs on the High Cost Drugs list. RESULTS The analysis cohort included 2527 patients (68.4% female; 63.6% aged ⩾50 years). Mean annual HCRU rates ranged from 2.9 to 3.2 for admissions (21-25% of patients had ⩾5 admissions), 9.4-10.3 for outpatient visits and 0.8-0.9 for A&E attendances. Costs from 2013 to 2017 totalled £43.2M (£33.9M admissions, £8.3M outpatient visits and £0.9M A&E attendances). From 2013 to 2017, mean cost per patient decreased 13% (from £4400 to £3833) for admissions and 13% (from £1031 to £896) for outpatient visits, but increased 52% (from £81 to £123) for A&E attendances. CONCLUSION PAH incurs a heavy economic burden on a per-patient basis, highlighting the need for improved treatment strategies able to reduce disease progression and hospitalisations.The reviews of this paper are available via the supplemental material section.
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Affiliation(s)
| | | | | | | | | | | | - Evan Davies
- Actelion Pharmaceuticals Ltd, Allschwil,
Basel-Landschaft, Switzerland
| | | | - Amélie Beaudet
- Actelion Pharmaceuticals Ltd, Allschwil,
Basel-Landschaft, Switzerland
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9
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Lee JD, Burger CD, Delossantos GB, Grinnan D, Ralph DD, Rayner SG, Ryan JJ, Safdar Z, Ventetuolo CE, Zamanian RT, Leary PJ. A Survey-based Estimate of COVID-19 Incidence and Outcomes among Patients with Pulmonary Arterial Hypertension or Chronic Thromboembolic Pulmonary Hypertension and Impact on the Process of Care. Ann Am Thorac Soc 2020; 17:1576-1582. [PMID: 32726561 PMCID: PMC7706604 DOI: 10.1513/annalsats.202005-521oc] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 07/29/2020] [Indexed: 12/20/2022] Open
Abstract
Rationale: Patients with pulmonary arterial hypertension (PAH) and chronic thromboembolic pulmonary hypertension (CTEPH) typically undergo frequent clinical evaluation. The incidence and outcomes of coronavirus disease (COVID-19) and its impact on routine management for patients with pulmonary vascular disease is currently unknown.Objectives: To assess the cumulative incidence and outcomes of recognized COVID-19 for patients with PAH/CTEPH followed at accredited pulmonary hypertension centers, and to evaluate the pandemic's impact on clinic operations at these centers.Methods: A survey was e-mailed to program directors of centers accredited by the Pulmonary Hypertension Association. Descriptive analyses and linear regression were used to analyze results.Results: Seventy-seven center directors were successfully e-mailed a survey, and 58 responded (75%). The cumulative incidence of COVID-19 recognized in individuals with PAH/CTEPH was 2.9 cases per 1,000 patients, similar to the general U.S. population. In patients with PAH/CTEPH for whom COVID-19 was recognized, 30% were hospitalized and 12% died. These outcomes appear worse than the general population. A large impact on clinic operations was observed including fewer clinic visits and substantially increased use of telehealth. A majority of centers curtailed diagnostic testing and a minority limited new starts of medical therapy. Most centers did not use experimental therapies in patients with PAH/CTEPH diagnosed with COVID-19.Conclusions: The cumulative incidence of COVID-19 recognized in patients with PAH/CTEPH appears similar to the broader population, although outcomes may be worse. Although the total number of patients with PAH/CTEPH recognized to have COVID-19 was small, the impact of COVID-19 on broader clinic operations, testing, and treatment was substantial.
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Affiliation(s)
| | - Charles D. Burger
- Department of Pulmonary Medicine, Mayo Clinic Florida, Jacksonville, Florida
| | | | - Daniel Grinnan
- Department of Medicine, Virginia Commonwealth University, Richmond, Virginia
| | | | | | - John J. Ryan
- Department of Medicine, University of Utah, Salt Lake City, Utah
| | - Zeenat Safdar
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Corey E. Ventetuolo
- Department of Medicine and Health Services, Policy and Practice, Brown University, Providence, Rhode Island; and
| | | | - Peter J. Leary
- Department of Medicine and
- Department of Epidemiology, University of Washington, Seattle, Washington
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Sahay S, Tsang Y, Flynn M, Agron P, Dufour R. Burden of pulmonary hypertension in patients with portal hypertension in the United States: a retrospective database study. Pulm Circ 2020; 10:2045894020962917. [PMID: 33282188 PMCID: PMC7686640 DOI: 10.1177/2045894020962917] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 09/10/2020] [Indexed: 01/29/2023] Open
Abstract
Patients with portal hypertension may develop pulmonary hypertension. The
economic implications of these comorbidities have not been systematically
assessed. We compared healthcare resource utilization and costs in the United
States between patients with co-existing portal hypertension and pulmonary
hypertension (pulmonary hypertension cohort) and a matched cohort of portal
hypertension patients without pulmonary hypertension (control cohort). In this
retrospective analysis, adult pulmonary hypertension and control patients were
identified from the Optum® Clinformatics® Data Mart database between 1 July 2014
and 30 June 2018. All patients had ≥2 claims with diagnosis codes for portal
hypertension; pulmonary hypertension patients had ≥2 claims with diagnosis codes
for pulmonary hypertension; controls could not have pulmonary hypertension
diagnoses or any claims for pulmonary arterial hypertension-specific
medications. Controls were matched to pulmonary hypertension patients by age,
sex, Charlson comorbidity index score, and liver diseases. We assessed 12-month
healthcare resource utilization and costs. Each cohort included 146 patients.
During follow-up, pulmonary hypertension cohort patients were more likely than
controls to experience a hospitalization (51% vs. 32%,
P = 0.0014) and an emergency room visit (55% vs. 41%,
P = 0.026). The average annual total cost was higher in
pulmonary hypertension patients than for matched controls ($119,912 vs. $81,839,
P < 0.0001). After covariate adjustment, costs for
pulmonary hypertension cohort patients were 1.47 times higher than those for
controls (P = 0.0197). These findings suggest that patients
with portal hypertension and co-existing pulmonary hypertension are at a greater
risk for hospitalization and incur higher mean annual total costs than portal
hypertension patients without pulmonary hypertension.
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Affiliation(s)
- Sandeep Sahay
- Division of Pulmonary and Critical Care Medicine, Weill Cornell Medical College, Institute of Academic Medicine, Houston Methodist Hospital, Houston, USA
| | - Yuen Tsang
- Actelion Pharmaceuticals US, Inc., a Janssen Pharmaceutical Company of Johnson & Johnson, South San Francisco, USA
| | - Megan Flynn
- Actelion Pharmaceuticals US, Inc., a Janssen Pharmaceutical Company of Johnson & Johnson, South San Francisco, USA
| | - Peter Agron
- Actelion Pharmaceuticals US, Inc., a Janssen Pharmaceutical Company of Johnson & Johnson, South San Francisco, USA
| | - Robert Dufour
- Actelion Pharmaceuticals US, Inc., a Janssen Pharmaceutical Company of Johnson & Johnson, South San Francisco, USA
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Abstract
Retrospective administrative claims database studies provide real-world evidence about treatment patterns, healthcare resource use, and costs for patients and are increasingly used to inform policy-making, drug formulary, and regulatory decisions. However, there is no standard methodology to identify patients with pulmonary arterial hypertension (PAH) from administrative claims data. Given the number of approved drugs now available for patients with PAH, the cost of PAH treatments, and the significant healthcare resource use associated with the care of patients with PAH, there is a considerable need to develop an evidence-based and systematic approach to accurately identify these patients in claims databases. A panel of pulmonary hypertension clinical experts and researchers experienced in retrospective claims database studies convened to review relevant literature and recommend best practices for developing algorithms to identify patients with PAH in administrative claims databases specific to a particular research hypothesis.
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12
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Zakiev VD, Gvozdeva AD, Martynyuk TV. [Socio-economic burden of pulmonary hypertension: relevance of assessment in Russia and the world]. TERAPEVT ARKH 2020; 92:125-131. [PMID: 32598804 DOI: 10.26442/00403660.2020.03.000591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2020] [Indexed: 11/22/2022]
Abstract
Pulmonary hypertension (PH) is a progressive disease which is characterized with the increase of pulmonary artery pressure and pulmonary vascular resistance. Such condition leads to right ventricular heart failure and premature death of patients. Pulmonary arterial hypertension (PAH) has the status of an orphan disease. However in Russia only idiopathic PH is included in the list of 24 life-threatening and chronic progressive rare diseases, while other forms of PH are not in it. Inclusion in this list guarantees drug provision for patients at the expense of the regional budget, while patients with other forms of PH can rely on free medication only if they have a disability. The lack of criteria for revising this list as well as the imperfection of legal regulation in the field of drug support for orphan diseases leads to high disability, a significant decrease in the duration and quality of life of patients with PH. As part of a multicriteria approach, a clinical and economic analysis of the disease burden can be one of the tools for policy development and decision-making on the distribution of funding in the healthcare. The article provides a review of the economic burden of various forms of PH in the world.
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Affiliation(s)
- V D Zakiev
- Myasnikov Institute of Clinical Cardiology, National Medical Research Center of Cardiology
| | - A D Gvozdeva
- Myasnikov Institute of Clinical Cardiology, National Medical Research Center of Cardiology
| | - T V Martynyuk
- Myasnikov Institute of Clinical Cardiology, National Medical Research Center of Cardiology
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13
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Li A, Carlson JJ, Kuderer NM, Schaefer JK, Li S, Garcia DA, Khorana AA, Carrier M, Lyman GH. Cost‐effectiveness analysis of low‐dose direct oral anticoagulant (DOAC) for the prevention of cancer‐associated thrombosis in the United States. Cancer 2020; 126:1736-1748. [DOI: 10.1002/cncr.32724] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Revised: 12/04/2019] [Accepted: 12/09/2019] [Indexed: 12/21/2022]
Affiliation(s)
- Ang Li
- Division of Hematology University of Washington School of Medicine Seattle Washington
| | - Josh J. Carlson
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute University of Washington School of Pharmacy Seattle Washington
| | - Nicole M. Kuderer
- Advanced Cancer Research Group and Department of Medicine University of Washington Seattle Washington
| | - Jordan K. Schaefer
- Division of Hematology/Oncology, Department of Internal Medicine University of Michigan Ann Arbor Michigan
| | - Shan Li
- Pharmacy Services University of Washington Medical Center Seattle Washington
| | - David A. Garcia
- Division of Hematology University of Washington School of Medicine Seattle Washington
| | - Alok A. Khorana
- Department of Hematology and Medical Oncology Taussig Cancer Institute and Case Comprehensive Cancer Center Cleveland Clinic Cleveland Ohio
| | - Marc Carrier
- Department of Medicine Ottawa Hospital Research Institute University of Ottawa Ottawa Ontario Canada
| | - Gary H. Lyman
- Division of Medical Oncology University of Washington School of Medicine Seattle Washington
- Public Health Sciences Division Fred Hutchinson Cancer Research Center Seattle Washington
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14
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Morrisroe K, Stevens W, Sahhar J, Ngian GS, Ferdowsi N, Hansen D, Patel S, Hill CL, Roddy J, Walker J, Proudman S, Nikpour M. The economic burden of systemic sclerosis related pulmonary arterial hypertension in Australia. BMC Pulm Med 2019; 19:226. [PMID: 31775705 PMCID: PMC6881974 DOI: 10.1186/s12890-019-0989-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 11/13/2019] [Indexed: 11/23/2022] Open
Abstract
Background To quantify the financial cost of pulmonary arterial hypertension (PAH) in systemic sclerosis (SSc). Methods Healthcare use was captured through data linkage, wherein clinical data for SSc patients enrolled in the Australian Scleroderma Cohort Study were linked with hospital, emergency department (ED) and ambulatory care databases (MBS) for the period 2008–2015. PAH was diagnosed on right heart catheter according to international criteria. Determinants of healthcare cost were estimated using logistic regression. Results Total median (25th–75th) healthcare cost per patient (including hospital, ED and MBS cost but excluding medication cost) for our cohort during 2008–2015 was AUD$37,685 (18,144-78,811) with an annual per patient healthcare cost of AUD$7506 (5273-10,654). Total healthcare cost was higher for SSc-PAH patients compared with those without PAH with a total cost per patient of AUD$70,034 (37,222-110,814) vs AUD$34,325 (16,093 – 69,957), p < 0.001 respectively with an annual excess healthcare cost per PAH patient of AUD$2463 (1973-1885), p < 0.001. The cost of SSc-PAH occurs early post PAH diagnosis with 89.4% utilizing a healthcare service within the first 12 months post PAH diagnosis with an associated cost per patient of AUD$4125 (0–15,666). PAH severity was the main significant determinant of increased healthcare cost (OR 2.5, p = 0.03) in our PAH cohort. Conclusions Despite SSc-PAH being a low prevalence disease, it is associated with significant healthcare resource utilization and associated economic burden, predominantly driven by the severity of PAH.
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Affiliation(s)
- Kathleen Morrisroe
- Department of Medicine, The University of Melbourne at St Vincent's Hospital (Melbourne), 41 Victoria Parade, Fitzroy, Victoria, 3065, Australia.,Department of Rheumatology, St Vincent's Hospital (Melbourne), 41 Victoria Parade, Fitzroy, Victoria, 3065, Australia
| | - Wendy Stevens
- Department of Rheumatology, St Vincent's Hospital (Melbourne), 41 Victoria Parade, Fitzroy, Victoria, 3065, Australia
| | - Joanne Sahhar
- Department of Medicine, Monash University, Clayton and Monash Health, 246 Clayton Road, Clayton, Victoria, 3168, Australia
| | - Gene-Siew Ngian
- Department of Medicine, Monash University, Clayton and Monash Health, 246 Clayton Road, Clayton, Victoria, 3168, Australia
| | - Nava Ferdowsi
- Department of Rheumatology, St Vincent's Hospital (Melbourne), 41 Victoria Parade, Fitzroy, Victoria, 3065, Australia
| | - Dylan Hansen
- Department of Rheumatology, St Vincent's Hospital (Melbourne), 41 Victoria Parade, Fitzroy, Victoria, 3065, Australia
| | - Shreeya Patel
- Department of Rheumatology, St Vincent's Hospital (Melbourne), 41 Victoria Parade, Fitzroy, Victoria, 3065, Australia
| | - Catherine L Hill
- Rheumatology Unit, Royal Adelaide Hospital, North Terrace, Adelaide, SA, 5000, Australia.,Rheumatology Unit, The Queen Elizabeth Hospital, Woodville Road, Woodville, SA, 5011, Australia.,Discipline of Medicine, University of Adelaide, Adelaide, SA, 5000, Australia
| | - Janet Roddy
- Department of Rheumatology, Royal Perth Hospital, Perth, Australia
| | - Jennifer Walker
- Rheumatology Unit, Flinders Medical Centre (Adelaide), Flinders Drive, Bedford Park, South Australia, 5042, Australia
| | - Susanna Proudman
- Rheumatology Unit, Royal Adelaide Hospital, North Terrace, Adelaide, SA, 5000, Australia.,Discipline of Medicine, University of Adelaide, Adelaide, SA, 5000, Australia
| | - Mandana Nikpour
- Department of Medicine, The University of Melbourne at St Vincent's Hospital (Melbourne), 41 Victoria Parade, Fitzroy, Victoria, 3065, Australia. .,Department of Rheumatology, St Vincent's Hospital (Melbourne), 41 Victoria Parade, Fitzroy, Victoria, 3065, Australia.
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15
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Bergot E, De Leotoing L, Bendjenana H, Tournier C, Vainchtock A, Nachbaur G, Humbert M. Hospital burden of pulmonary arterial hypertension in France. PLoS One 2019; 14:e0221211. [PMID: 31536491 PMCID: PMC6752797 DOI: 10.1371/journal.pone.0221211] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 08/01/2019] [Indexed: 02/07/2023] Open
Abstract
Background & aims Pulmonary arterial hypertension is a severe disease associated with frequent hospitalisations. This retrospective analysis of the French medical information PMSI-MSO database aimed to describe incident cases of patients with pulmonary arterial hypertension hospitalised in France in 2013 and to document associated hospitalisation costs from the national health insurance perspective. Methods Cases of pulmonary arterial hypertension were identified using a diagnostic algorithm. All cases hospitalised in 2013 with no hospitalisation the previous two years were retained. All hospital stays during the year following the index hospitalisation were extracted, and classified as incident stays, monitoring stays or stays due to disease worsening. Costs were attributed from French national tariffs. Results 384 patients in France were hospitalised with incident pulmonary arterial hypertension in 2013. Over the following twelve months, patients made 1,271 stays related to pulmonary arterial hypertension (415 incident stays, 604 monitoring stays and 252 worsening stays). Mean age was 59.6 years and 241 (62.8%) patients were women. Liver disease and connective tissue diseases were documented in 62 patients (16.1%) each. Thirty-one patients (8.1%) died during hospitalisation and four (1.0%) received a lung/heart-lung transplantation. The total annual cost of these hospitalisations was € 3,640,382. € 2,985,936 was attributable to standard tariffs (82.0%), € 463,325 to additional ICU stays (12.7%) and € 191,118 to expensive drugs (5.2%). The mean cost/stay was € 2,864, ranging from € 1,282 for monitoring stays to € 7,285 for worsening stays. Conclusions Although pulmonary arterial hypertension is rare, it carries a high economic burden.
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Affiliation(s)
- Emmanuel Bergot
- Service de Pneumologie & Oncologie Thoracique, Centre Hospitalier Universitaire de Caen, Caen, France
- Unicaen, UFR santé, Caen, France
- * E-mail:
| | | | | | | | | | | | - Marc Humbert
- Université Paris-Sud, Faculté de Médecine, Université Paris-Saclay, Le Kremlin Bicêtre, France
- Assistance Publique Hôpitaux de Paris, Service de Pneumologie, Hôpital Bicêtre, Le Kremlin Bicêtre, France
- Inserm UMR_S 999, Le Kremlin Bicêtre, France
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16
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Highland KB, Hull M, Pruett J, Elliott C, Tsang Y, Drake W. Baseline history of patients using selexipag for pulmonary arterial hypertension. Ther Adv Respir Dis 2019; 13:1753466619843774. [PMID: 30983530 PMCID: PMC6466463 DOI: 10.1177/1753466619843774] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Introduction: Since its introduction to the market in 2016, selexipag has been an
alternative oral therapy among both treatment-naïve patients and those with
mono or dual therapy failure; however, limited information is available
regarding the presentation and management of patients with pulmonary
arterial hypertension (PAH) prior to selexipag initiation. This study
examined treatment patterns, healthcare utilization, and costs in the 12
months prior to and the 6 months following selexipag initiation. Methods: This was a retrospective study of adult commercial and Medicare Advantage
with Part D (MAPD) health plan members with a medical or pharmacy claim for
selexipag from 1 January 2016 through 31 May 2017, a diagnosis of pulmonary
hypertension, and continuous health plan enrollment for 12 months prior to
selexipag initiation (baseline period). Treatment patterns, healthcare
utilization, and costs were measured over the baseline period and the 6
months following selexipag initiation (among patients with ⩾6 months of
follow up). Results: After inclusion and exclusion criteria were applied, 95 patients were
included in the analysis. At study start, 57.9% of patients were prescribed
combination therapy, increasing to 69.5% immediately prior to selexipag
initiation. Approximately 60% of patients had one baseline regimen.
Emergency visits and inpatient admissions during the baseline period
occurred in 63.2% and 48.4% of patients, respectively. Baseline medical
costs rose steadily, increasing 266.8% in commercial and 26.7% in MAPD
enrollees from the beginning to the end of the 12-month baseline period.
PAH-related healthcare costs accounted for more than 80% of total costs.
Mean medical costs in the 6 months following selexipag initiation were
US$17,215 in commercial and US$23,976 in MAPD enrollees. Conclusions: The majority of patients with PAH remained on the same therapy in the 12
months prior to selexipag initiation despite high rates of healthcare
utilization and increasing costs. Mean medical costs appeared to decrease
after adding or switching to selexipag.
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Affiliation(s)
| | - Michael Hull
- Health Economics and Outcomes Research, Optum, 11000 Optum Circle, Eden Prairie, MN 55344, USA
| | - Janis Pruett
- Actelion Pharmaceuticals US, Inc., South San Francisco, CA, USA
| | | | - Yuen Tsang
- Actelion Pharmaceuticals US, Inc., South San Francisco, CA, USA
| | - William Drake
- Actelion Pharmaceuticals US, Inc., South San Francisco, CA, USA
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17
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Gillmeyer KR, Lee MM, Link AP, Klings ES, Rinne ST, Wiener RS. Accuracy of Algorithms to Identify Pulmonary Arterial Hypertension in Administrative Data: A Systematic Review. Chest 2018; 155:680-688. [PMID: 30471268 DOI: 10.1016/j.chest.2018.11.004] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Revised: 10/14/2018] [Accepted: 11/05/2018] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND The diagnosis of pulmonary arterial hypertension (PAH) is challenging, and there is significant overlap with the more heterogenous diagnosis of pulmonary hypertension (PH). Clinical and research efforts that rely on administrative data are limited by current coding systems that do not adequately reflect the clinical classification scheme. The aim of this systematic review is to investigate current algorithms to detect PAH using administrative data and to appraise the diagnostic accuracy of these algorithms against a reference standard. METHODS We conducted comprehensive searches of Medline, Embase, and Web of Science from their inception. We included English-language articles that applied an algorithm to an administrative or electronic health record database to identify PAH in adults. RESULTS Of 2,669 unique citations identified, 32 studies met all inclusion criteria. Only four of these studies validated their algorithm against a reference standard. Algorithms varied widely, ranging from single International Classification of Diseases (ICD) codes to combinations of visit, procedure, and pharmacy codes. ICD codes alone performed poorly, with positive predictive values ranging from 3.3% to 66.7%. The addition of PAH-specific therapy and diagnostic procedures to the algorithm improved the diagnostic accuracy. CONCLUSIONS Algorithms to identify PAH in administrative databases vary widely, and few are validated. The sole use of ICD codes performs poorly, potentially leading to biased results. ICD codes should be revised to better discriminate between PH groups, and universally accepted algorithms need to be developed and validated to capture PAH in administrative data, better informing research and clinical efforts.
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Affiliation(s)
- Kari R Gillmeyer
- The Pulmonary Center, Boston University School of Medicine, Boston, MA.
| | - Ming-Ming Lee
- The Pulmonary Center, Boston University School of Medicine, Boston, MA
| | - Alissa P Link
- Alumni Medical Library, Boston University School of Medicine, Boston, MA
| | | | - Seppo T Rinne
- The Pulmonary Center, Boston University School of Medicine, Boston, MA; Center for Healthcare Organization & Implementation Research, Edith Nourse Rogers Veterans Hospital, Bedford, MA
| | - Renda Soylemez Wiener
- The Pulmonary Center, Boston University School of Medicine, Boston, MA; Center for Healthcare Organization & Implementation Research, Edith Nourse Rogers Veterans Hospital, Bedford, MA
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18
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Studer S, Hull M, Pruett J, Koep E, Tsang Y, Drake W. Treatment patterns, healthcare resource utilization, and healthcare costs among patients with pulmonary arterial hypertension in a real-world US database. Pulm Circ 2018; 9:2045894018816294. [PMID: 30421652 PMCID: PMC6432690 DOI: 10.1177/2045894018816294] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Several new medications for pulmonary arterial hypertension (PAH) have recently been introduced; however, current real-world data regarding US patients with PAH are limited. We conducted a retrospective administrative claims study to examine PAH treatment patterns and summarize healthcare utilization and costs among patients with newly diagnosed PAH treated in US clinical practice. Patients newly treated for PAH from 1 January 2010 to 31 March 2015 were followed for ≥12 months. Patient characteristics, treatment patterns, healthcare resource utilization, and costs were described. Adherence (proportion of days covered), persistence (months until therapy discontinuation/modification), and the probability of continuing the index regimen were analyzed by index regimen cohort (monotherapy versus combination therapy). Of 1637 eligible patients, 93.8% initiated treatment with monotherapy and 6.2% with combination therapy. The most common index regimen was phosphodiesterase type 5 inhibitor (PDE-5I) monotherapy (70.0% of patients). A total of 581 patients (35.5%) modified their index regimen during the study. Most patients (55.4%) who began combination therapy did so on or within six months of the index date. Endothelin receptor agonists (ERAs) and combination therapies were associated with higher adherence than PDE-5Is and monotherapies, respectively. Healthcare utilization was substantial across the study population, with costs in the combination therapy cohort more than doubling from baseline to follow-up. The majority of patients were treated with monotherapies (most often, PDE-5Is), despite combination therapies and ERAs being associated with higher medication adherence. Index regimen adjustments occurred early and in a substantial proportion of patients, suggesting that inadequate clinical response to monotherapies may not be uncommon.
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Affiliation(s)
- Sean Studer
- 1 NYC Health + Hospitals/Kings County, New York, NY, USA
| | | | - Janis Pruett
- 3 Actelion Pharmaceuticals US, Inc., South San Francisco, CA, USA
| | | | - Yuen Tsang
- 3 Actelion Pharmaceuticals US, Inc., South San Francisco, CA, USA
| | - William Drake
- 3 Actelion Pharmaceuticals US, Inc., South San Francisco, CA, USA
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19
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20
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Wormer KC, Jangda AA, El Sayed FA, Stewart KI, Mumford SL, Segars JH. Is thromboprophylaxis cost effective in ovarian hyperstimulation syndrome: A systematic review and cost analysis. Eur J Obstet Gynecol Reprod Biol 2018; 224:117-124. [PMID: 29602141 PMCID: PMC5973799 DOI: 10.1016/j.ejogrb.2018.03.028] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2017] [Revised: 03/13/2018] [Accepted: 03/17/2018] [Indexed: 01/18/2023]
Abstract
BACKGROUND The majority of serious thromboembolic events occurring in assisted reproductive technologies (ART) are in women with ovarian hyperstimulation syndrome (OHSS). OBJECTIVES The purpose of this study was to present a thorough review and cost analysis regarding the use of venous thromboembolism (VTE) prophylaxis in OHSS to inform clinical management. DATA SOURCES Databases used were Pubmed and Embase, in addition to checking reference lists of retrieved articles (inception to November 2017). METHODS The systematic search strategy identified 365 titles and abstracts. Articles included in the qualitative synthesis had identified venous thrombosis incidence rates or ratios. A separate search for the cost model was conducted recognizing all associated complications of VTE. The decision tree was modeled to best fit the patient population and a sensitivity analysis was performed over a range of variables. RESULTS The cost of VTE event per OHSS patient not on prophylaxis was €5940 (range €3405 to €38,727), versus €4134 (€2705 to €23,192) per event per patient on prophylaxis, amounting to a saving of (€19 to €23,192) per VTE per patient. Sensitivity analysis found VTE prophyaxis to be cost effective if the incidence of VTE in the OHSS population was greater than 2.79%. Prophylactic therapy was cost effective through 16 weeks of treatment. LIMITATIONS OHSS is infrequent and hence, the incidence of VTE in patients with OHSS is low; therefore, the data used to inform the incidence of VTE in OHSS in the model carry some uncertainty. Further, low molecular weight heparin (LMWH) has side effects therefore individualization of care must be considered. CONCLUSIONS With the increasing incidence of infertility and requirement for ART, thromboembolism in OHSS poses a major health threat for patients. VTE prophylaxis using enoxaparin was cost effective in patients with severe OHSS over a wide range of costs and incidences. Prophylaxis was also cost effective through the completion of the first trimester of pregnancy.
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Affiliation(s)
| | | | - Farah A El Sayed
- Faculty of Medicine, American University of Beirut Medical Center, Riad El Solh, Beirut, Lebanon
| | - Katherine I Stewart
- Department of Gynecology and Obstetrics, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Baltimore, MD, 21287, United States
| | - Sunni L Mumford
- Epidemiology Branch, Eunice Kennedy Shriver, National Institute of Child Health and Human Development, National Institutes of Health, 6100 Executive Blvd, Bethesda, MD, 20892, United States
| | - James H Segars
- Department of Gynecology and Obstetrics, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Baltimore, MD, 21287, United States.
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21
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Breathing (and Coding?) a Bit Easier: Changes to International Classification of Disease Coding for Pulmonary Hypertension. Chest 2018; 154:207-218. [PMID: 29684313 DOI: 10.1016/j.chest.2018.04.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2017] [Revised: 03/22/2018] [Accepted: 04/02/2018] [Indexed: 12/31/2022] Open
Abstract
The International Classification of Disease (ICD) coding system is broadly used by health-care providers, hospitals, health-care payers, and governments to track health trends and statistics at the global, national, and local levels and to provide a reimbursement framework for medical care based on diagnosis and severity of illness. The current iteration of the ICD system, the ICD, Tenth Revision (ICD-10), was implemented in 2015. Although many changes to the prior ICD, Ninth Revision system were included in the ICD-10 system, the newer revision failed to adequately reflect advances in the clinical classification of certain diseases such as pulmonary hypertension (PH). Recently, a proposal to modify the ICD-10 codes for PH was considered and ultimately adopted for inclusion as an update to the ICD-10 coding system. Although these revisions better reflect the current clinical classification of PH, in the future, further changes should be considered to improve the accuracy and ease of coding for all forms of PH.
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22
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Jansa P, Pulido T. Macitentan in Pulmonary Arterial Hypertension: A Focus on Combination Therapy in the SERAPHIN Trial. Am J Cardiovasc Drugs 2018; 18:1-11. [PMID: 29280064 PMCID: PMC5772137 DOI: 10.1007/s40256-017-0260-1] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
SERAPHIN was a double-blind, placebo-controlled, event-driven phase III trial that evaluated the effects of long-term treatment with macitentan, an oral endothelin receptor antagonist, in patients with pulmonary arterial hypertension (PAH). The majority of patients were receiving PAH therapy at enrollment, providing the opportunity to evaluate the efficacy and safety of macitentan in combination with other PAH therapies (predominantly phosphodiesterase type 5 inhibitors [PDE-5i]). In patients receiving background therapy, macitentan reduced the risk of morbidity/mortality by 38% compared with placebo (hazard ratio [HR] 0.62; 95% confidence level [CL] 0.43-0.89; p = 0.009). Furthermore, patients receiving macitentan and background therapy had a 37% reduction in the risk of being hospitalized for PAH (HR 0.63; 95% CL 0.41-0.96) compared with patients receiving background therapy only (placebo arm). Macitentan treatment in combination with background therapy was also associated with improvements in exercise capacity, functional class, cardiopulmonary hemodynamics, and health-related quality of life compared with background therapy alone. The safety profile of macitentan as part of a combination therapy regimen was consistent with that of macitentan in the overall SERAPHIN population. The SERAPHIN study has provided evidence that combination therapy with macitentan and a PDE-5i is effective and well tolerated in the management of PAH. Based on these data, and those from subsequent long-term trials, combination therapy is increasingly recognized as an important treatment option for improving long-term outcomes in PAH. CLINICAL TRIAL REGISTRATION NUMBER NCT00660179.
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23
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Ruiz G, Yeaw J, Lickert CA, De AP, Wade RL, Pruett J, Drake W. Using Real World Evidence to Describe Pulmonary Arterial Hypertension Treatment Patterns, Healthcare Resource Utilization, and Costs Associated with PDE-5 Inhibitor Monotherapy. JOURNAL OF HEALTH ECONOMICS AND OUTCOMES RESEARCH 2018; 5:206-219. [PMID: 35620777 PMCID: PMC9090461 DOI: 10.36469/9812] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Background: Pulmonary arterial hypertension (PAH) is described by proliferation of small pulmonary arteries leading to increased pulmonary vascular resistance, right ventricular failure, and death. Research confirms long-term improvement in composite morbidity and mortality endpoints on some endothelin receptor antagonists alone and in combination with phosphodiesterase type 5 inhibitors (PDE-5is) but not with PDE-5i monotherapy. While current treatment guidelines incorporate these findings, a substantial number of patients are started or maintained on PDE-5i monotherapy. Objectives: This study describes real-world clinical practice and treatment patterns with PDE-5i monotherapy including events indicative of clinical worsening, treatment modifications, adherence, allcause healthcare resource utilization, and costs. Methods: This retrospective study analyzed PharMetrics Plus claims data including 150 million lives; study period was January 1, 2009 through December 31, 2013. Eligible patients were ≥18 years with ≥1 inpatient or ≥2 outpatient claims ≥30 days apart, a diagnosis of pulmonary hypertension or other chronic pulmonary heart disease, and an initial PDE-5i prescription. To include only World Health Organization group 1 PAH patients, ≥1 encounter for right-heart catheterization or Doppler echocardiogram was required during the pre-index period. Results: PDE-5i monotherapy for PAH treatment was associated with high treatment modification rates, low adherence, increased healthcare resource utilization, and high costs. At 12 months post index, 41.5% of patients experienced treatment modification. For the index therapy, 47% of patients had ≥80% adherence to therapy. Almost 50% of patients had ≥1 hospitalization, with costs increased three fold to $197 111 compared to $59 164 for non-hospitalized patients. Conclusions: Initial treatment with PDE-5i monotherapy was associated with substantial direct medical costs, including hospitalizations and emergency department visits, low therapy adherence and a high rate of treatment modifications.
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Affiliation(s)
- George Ruiz
- Pulmonary Hypertension Program, Medstar Heart Institute, Washington, DC, USA
| | | | | | | | | | - Janis Pruett
- Actelion Pharmaceuticals US, Inc., South San Francisco, CA, USA
| | - William Drake
- Actelion Pharmaceuticals US, Inc., South San Francisco, CA, USA
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Burger CD, Pruett JA, Lickert CA, Berger A, Murphy B, Drake W. Prostacyclin Use Among Patients with Pulmonary Arterial Hypertension in the United States: A Retrospective Analysis of a Large Health Care Claims Database. J Manag Care Spec Pharm 2017; 24:291-302. [PMID: 29406840 PMCID: PMC10397685 DOI: 10.18553/jmcp.2017.17228] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Prostacyclins play an important role in the management of pulmonary arterial hypertension (PAH). Intravenous prostacyclin was the first disease-specific treatment for patients with PAH. Subcutaneous and nonparenteral (oral or inhaled) formulations have subsequently become available. However, data are lacking on how these different prostacyclin formulations are being used in clinical practice. OBJECTIVES To (a) conduct retrospective analyses of a large U.S. health care claims database to describe the characteristics of patients with PAH initiating prostacyclin therapy, and (b) evaluate their treatment patterns, health care resource use, and associated costs. METHODS Truven Commercial and Medicare databases were used to define annual cohorts of adults with PAH between January 1, 2010, and October 31, 2015. These patients were identified based on claims with ICD-9-CM diagnoses indicative of PAH (codes 416.0 or 416.8) and claims for PAH-specific medications and PAH-related procedures. Patients with evidence of receiving a prostacyclin were identified, and prostacyclin use was categorized as parenteral versus nonparenteral. Health care costs were assessed alternatively employing an all-cause and PAH-related perspective. RESULTS Of 13,633 adults with identified PAH, 3,006 (22.0%) received a prostacyclin during at least 1 year of the study period, and annual prevalence of prostacyclin use ranged from 19.9% to 22.6%. Across calendar years, the median age of prostacyclin users ranged from 56 to 58 years, and 71.9%-75.8% were female. Among prostacyclin users, parenteral prostacyclin use declined from 63.2% in 2010 to 46.5% in 2015, while use of nonparenteral prostacyclins increased from 39.7% to 56.2% over the same period (both P < 0.001). Few patients (2.7%-4.1%) received both parenteral and nonparenteral formulations in a given calendar year. Among patients using prostacyclins, receipt of other PAH-specific medications increased from 62.1% in 2010 to 79.2% in 2015. Comparing the 6 months preceding the first prostacyclin prescription (any formulation) to the 6 months subsequent, mean overall health care costs rose from $61,243 to $119,283, and PAH-related health care costs increased from $58,815 to $116,661, driven mainly by PAH-specific medications, spending on which increased from $15,053 to $73,705 (all P < 0.001). CONCLUSIONS While overall use of prostacyclins was relatively constant from 2010 to 2015, our findings revealed a shift from parenteral to nonparenteral formulations, coupled with increased prescribing of PAH-related medications from other drug classes. Further research is needed to better understand how these changes in patterns of prostacyclin use affect levels of health care resource utilization and costs and patients' overall quality of life. DISCLOSURES This research was funded by Actelion Pharmaceuticals US, a Janssen pharmaceutical company of Johnson & Johnson. Burger has received grant funding from Actelion, Gilead Sciences, and United Therapeutics; personal fees from Actelion and Gilead Sciences; and nonfinancial support from Actelion. Pruett, Lickert, and Drake are employees of Actelion. Pruett and Lickert own shares in Actelion. Berger and Murphy are employees of Evidera, a consultancy that received payment from Actelion to conduct this research. Pruett, Lickert, Berger, and Drake contributed to study conception and participated with Burger in study design. Lickert and Murphy performed the data analyses. Burger, Pruett, Lickert, Murphy, and Drake interpreted the data. All authors participated in manuscript drafting and/or critical revision, approved the final manuscript, and agree to be accountable for all aspects of the work.
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Affiliation(s)
| | - Janis A Pruett
- 2 Actelion Pharmaceuticals US, South San Francisco, California
| | | | | | | | - William Drake
- 2 Actelion Pharmaceuticals US, South San Francisco, California
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Fischer A, Kong AM, Swigris JJ, Cole AL, Raimundo K. All-cause Healthcare Costs and Mortality in Patients with Systemic Sclerosis with Lung Involvement. J Rheumatol 2017; 45:235-241. [PMID: 29142033 DOI: 10.3899/jrheum.170307] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/11/2017] [Indexed: 12/27/2022]
Abstract
OBJECTIVE Patients with systemic sclerosis (SSc) often develop interstitial lung disease (ILD) and/or pulmonary arterial hypertension (PAH). The effect of ILD and PAH on healthcare costs among patients with SSc is not well described. The objective of this analysis was to describe healthcare costs in patients with newly diagnosed SSc and SSc patients newly diagnosed with ILD and/or PAH in the United States. METHODS This retrospective cohort analysis was conducted in the Truven Health MarketScan Commercial and Medicare Supplemental healthcare claims databases from 2003 to 2014. Based on International Classification of Diseases-9-Clinical Modification diagnosis codes on medical claims, patients were classified into 3 groups: incident SSc, SSc with incident ILD (SSc-ILD), and SSc with incident PAH (SSc-PAH). Patients were required to have continuous enrollment for 5 years to measure all-cause healthcare costs. Costs (adjusted to US$) were reported overall and by service type and year following diagnosis. Because of the overlap between groups, statistical comparisons were not conducted. RESULTS There were 1957 patients with incident SSc, 219 with incident SSc-ILD, and 108 patients with incident SSc-PAH. Average (mean ± SD) all-cause healthcare costs over followup were higher for patients with incident SSc-ILD ($191,107 ± $322,193) or patients with incident SSc-PAH ($254,425 ± $240,497), compared to patients with incident SSc ($101,839 ± $167,155). Average annual costs over the 5-year period ranged from $18,513 to $23,268 for patients with incident SSc, from $31,285 to $55,446 for patients with incident SSc-ILD, and from $44,454 to $63,320 for patients with incident SSc-PAH. Costs tended to be the highest in the fifth year of followup. CONCLUSION Among patients with SSc, ILD and PAH can result in substantial increases in healthcare costs.
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Affiliation(s)
- Aryeh Fischer
- From the University of Colorado School of Medicine, Denver, Colorado; Truven Health Analytics, an IBM Company, Cambridge, Massachusetts; National Jewish Health, Denver, Colorado; Genentech Inc., South San Francisco, California, USA.,A. Fischer, MD, University of Colorado School of Medicine; A.M. Kong, MPH, Truven Health Analytics, an IBM Company; J.J. Swigris, DO, MS, National Jewish Health; A.L. Cole, MPH, Truven Health Analytics; K. Raimundo, MS, Genentech Inc
| | - Amanda M Kong
- From the University of Colorado School of Medicine, Denver, Colorado; Truven Health Analytics, an IBM Company, Cambridge, Massachusetts; National Jewish Health, Denver, Colorado; Genentech Inc., South San Francisco, California, USA.,A. Fischer, MD, University of Colorado School of Medicine; A.M. Kong, MPH, Truven Health Analytics, an IBM Company; J.J. Swigris, DO, MS, National Jewish Health; A.L. Cole, MPH, Truven Health Analytics; K. Raimundo, MS, Genentech Inc
| | - Jeffrey J Swigris
- From the University of Colorado School of Medicine, Denver, Colorado; Truven Health Analytics, an IBM Company, Cambridge, Massachusetts; National Jewish Health, Denver, Colorado; Genentech Inc., South San Francisco, California, USA.,A. Fischer, MD, University of Colorado School of Medicine; A.M. Kong, MPH, Truven Health Analytics, an IBM Company; J.J. Swigris, DO, MS, National Jewish Health; A.L. Cole, MPH, Truven Health Analytics; K. Raimundo, MS, Genentech Inc
| | - Ashley L Cole
- From the University of Colorado School of Medicine, Denver, Colorado; Truven Health Analytics, an IBM Company, Cambridge, Massachusetts; National Jewish Health, Denver, Colorado; Genentech Inc., South San Francisco, California, USA.,A. Fischer, MD, University of Colorado School of Medicine; A.M. Kong, MPH, Truven Health Analytics, an IBM Company; J.J. Swigris, DO, MS, National Jewish Health; A.L. Cole, MPH, Truven Health Analytics; K. Raimundo, MS, Genentech Inc
| | - Karina Raimundo
- From the University of Colorado School of Medicine, Denver, Colorado; Truven Health Analytics, an IBM Company, Cambridge, Massachusetts; National Jewish Health, Denver, Colorado; Genentech Inc., South San Francisco, California, USA. .,A. Fischer, MD, University of Colorado School of Medicine; A.M. Kong, MPH, Truven Health Analytics, an IBM Company; J.J. Swigris, DO, MS, National Jewish Health; A.L. Cole, MPH, Truven Health Analytics; K. Raimundo, MS, Genentech Inc.
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Dufour R, Pruett J, Hu N, Lickert C, Stemkowski S, Tsang Y, Lane D, Drake W. Healthcare resource utilization and costs for patients with pulmonary arterial hypertension: real-world documentation of functional class. J Med Econ 2017; 20:1178-1186. [PMID: 28762848 DOI: 10.1080/13696998.2017.1363049] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
BACKGROUND AND AIMS Pulmonary arterial hypertension (PAH) is a rare medical disease in which patients experience increased pulmonary vascular resistance (PVR) and pulmonary arterial pressure that can result in remodeling of the pulmonary vasculature and heart, and eventually lead to right heart failure and death. As PAH progresses, patients become unable to perform even routine daily tasks without severe shortness of breath (dyspnea), fatigue, dizziness, and fainting (syncope). Treatment strategies largely depend on assessment of an individual patient's WHO Functional Class. The aim of the present study was to determine whether PAH functional decline, as described by the WHO Functional class (FC), is associated with increased healthcare costs for patients. METHODS Patients with a prescription for a FDA-approved treatment for PAH and a medical claim indicating chronic pulmonary heart disease or right heart catheterization were identified from an administrative claims database. Provider-reported data from prior authorization forms required for advanced PAH therapies and medical charts were examined for reported FC. Healthcare resource utilization and costs were the primary outcomes of interest. Costs were accounted in 2014 US dollars ($) from a healthcare payer perspective. RESULTS Patients with a reported FC-IV were observed to have the worst outcomes; averaging significantly more inpatient admissions, longer average lengths of stay, and more emergency department visits than the other FC sub-groups, resulting in higher medical costs. CONCLUSIONS Using administrative data to document disease severity, this study replicates and expands on findings obtained from the registry study; disease severity was associated with higher healthcare resource utilization and costs. Stakeholders' implications for patient management are discussed.
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Affiliation(s)
- Robert Dufour
- a Comprehensive Health Insights, Humana Inc. , Louisville , KY , USA
| | - Janis Pruett
- b Actelion Pharmaceuticals US, Inc. , San Francisco , CA , USA
| | - Nan Hu
- a Comprehensive Health Insights, Humana Inc. , Louisville , KY , USA
| | | | | | - Yuen Tsang
- b Actelion Pharmaceuticals US, Inc. , San Francisco , CA , USA
| | - Daniel Lane
- a Comprehensive Health Insights, Humana Inc. , Louisville , KY , USA
| | - William Drake
- b Actelion Pharmaceuticals US, Inc. , San Francisco , CA , USA
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Banerjee D, Kamuren J, Baird GL, Palmisciano A, Krishnan I, Whittenhall M, Klinger JR, Ventetuolo CE. The Modified Borg Dyspnea Scale does not predict hospitalization in pulmonary arterial hypertension. Pulm Circ 2017; 7:384-390. [PMID: 28597751 PMCID: PMC5467923 DOI: 10.1177/2045893217695568] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Background Breathlessness is the most common symptom reported by patients with pulmonary arterial hypertension (PAH). The Modified Borg Dyspnea Scale (MBS) is routinely obtained during the six-minute walk test in the assessment of PAH patients, but it is not known whether the MBS predicts clinical outcomes such as hospitalizations in PAH. Methods We performed a retrospective study of World Health Organization (WHO) Group 1 PAH patients followed at our center. The dates of the first three MBS and hospitalizations that occurred within three months of a documented MBS were collected. Marginal Cox hazard regression modeling was used to assess for a relationship between MBS and all-cause as well as PAH-related hospitalization. Results A total of 50 patients were included; most (92%) were functional class III/IV, 44% and 65% were treatment-naïve prior to their first MBS and hospitalization, respectively. The first recorded MBS was inversely correlated with the first recorded six-minute walk distance (6MWD) (r = –0.41, P < 0.01) but did not track with WHO functional class (r = 0.07, P = 0.63). MBS did not predict all-cause (hazard ratio [HR], 0.91; 95% confidence interval [CI], 0.76–1.08; P = 0.28) or PAH-related hospitalization (HR, 1.04; 95% CI, 0.89–1.23; P = 0.61), though there was a strong relationship between 6MWD and PAH-related hospitalization (P = 0.01). These findings persisted after multivariable adjustment. Conclusions Breathlessness as assessed by MBS does not predict all-cause or PAH-related hospitalization. Robust and validated patient-reported outcomes are needed in pulmonary vascular disease.
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Affiliation(s)
- Debasree Banerjee
- 1 Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA
| | - Jane Kamuren
- 1 Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA
| | | | | | | | - Mary Whittenhall
- 1 Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA
| | - James R Klinger
- 1 Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA
| | - Corey E Ventetuolo
- 1 Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA.,3 Department of Health Services, Policy and Practice, Brown University, Providence, RI, USA
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Divers C, Platt D, Wang E, Lin J, Lingohr-Smith M, Mathai SC. A Review of Clinical Trial Endpoints of Patients with Pulmonary Arterial Hypertension and Chronic Thromboembolic Pulmonary Hypertension and How They Relate to Patient Outcomes in the United States. J Manag Care Spec Pharm 2017; 23:92-104. [PMID: 28025931 PMCID: PMC10398058 DOI: 10.18553/jmcp.2017.23.1.92] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Pulmonary arterial hypertension (PAH) and chronic thromboembolic pulmonary hypertension (CTEPH) are subgroups of pulmonary hypertension and are considered rare diseases. Understanding how endpoints of clinical trials (and patient registry studies) of patients with PAH and CTEPH are associated with patient outcomes is important in order to address the concerns of patients, health care providers, decision makers, and payers. The purpose of this review was to examine how endpoints used in clinical trials and patient registry studies are associated with outcomes of patients with PAH and CTEPH. A PubMed literature search was conducted to retrieve published studies, including randomized phase III clinical trials and observational studies, from years 2000 to May 2015 that evaluated the associations between change in 6-minute walking distance (6MWD), 6MWD thresholds, change in World Health Organization functional class (WHO-FC), and time to clinical worsening with outcomes of patients with PAH and CTEPH. Based on this review of published literature, a reduction in 6MWD as a criterion for PAH worsening, a deterioration in WHO-FC, and delay in the time to clinical worsening are clinically meaningful trial endpoints and are associated with outcomes of patients with PAH and CTEPH. Utilization and standardization of these endpoints will be useful for comparing interventions of clinical trials and therapies. Hospitalizations are frequent among patients with PAH and CTEPH, and total health care costs are high. From a U.S. payer perspective, clinical worsening is an important composite endpoint in that it includes hospitalization, which can be transformed into a preventative cost value associated with efficacious treatment of patients with PAH and CTEPH. In view of the greater number of medications available to treat PAH, the introduction of the first approved therapy to treat CTEPH, and the increasing use of combination pharmacotherapy, reliable prognostic markers of treatment responsiveness are important to help guide appropriate management. As new clinical trials and observational studies are conducted, it will be important to maintain universal endpoints so that health care providers, decision makers, and payers can better understand the value of targeted pharmacotherapies and combination therapies for the treatment of patients with PAH and CTEPH. DISCLOSURES Sponsorship for this review and article processing charges were funded by Bayer HealthCare Pharmaceuticals. Divers and Platt are employees of Bayer HealthCare Pharmaceuticals. Wang is an employee of Bayer HealthCare Pharmaceuticals and owns stock in the company. Lin and Lingohr-Smith are employees of Novosys Health, which received research funds from Bayer HealthCare Pharmaceuticals in connection with conducting this review and developing this manuscript. Mathai is a consultant to Bayer HealthCare Pharmaceuticals and also reports consulting fees from Actelion and Gilead. Study concept and design were contributed by Divers, Platt, Lin, and Mathai. Lin and Lingohr-Smith collected the data, and data interpretation was performed by Divers, Platt, Wang, and Matthai. The manuscript was written primarily by Lingohr-Smith, with assistance from the other authors, and revised by Divers, Platt, Wang, and Mathai.
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Affiliation(s)
| | - David Platt
- 1 Bayer HealthCare Pharmaceuticals, Whippany, New Jersey
| | - Edward Wang
- 1 Bayer HealthCare Pharmaceuticals, Whippany, New Jersey
| | - Jay Lin
- 2 Novosys Health, Green Brook, New Jersey
| | | | - Stephen C Mathai
- 3 Johns Hopkins University School of Medicine, Baltimore, Maryland
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Heresi GA, Platt DM, Wang W, Divers CH, Joish VN, Teal SA, Yu JS. Healthcare burden of pulmonary hypertension owing to lung disease and/or hypoxia. BMC Pulm Med 2017; 17:58. [PMID: 28399914 PMCID: PMC5387228 DOI: 10.1186/s12890-017-0399-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2016] [Accepted: 03/21/2017] [Indexed: 11/22/2022] Open
Abstract
Background Group 3 pulmonary hypertension (PH) encompasses PH owing to lung diseases and/or hypoxia. Treatment patterns, healthcare resource use, and economic burden to US payers of Group 3 PH patients were assessed. Methods This retrospective observational study extracted data from July 1, 2010 to June 30, 2013 from two Truven Health Analytics MarketScan databases. Adult Group 3 PH patients were identified based on claims for PH (ICD-9-CM 416.0/416.8), a related lung disease, and an echocardiogram or right heart catheterization (RHC). The index date was the date of the first PH claim; data were collected for 12 months pre- and post-index. A difference-in-difference approach using generalized estimating equations was done to account for baseline differences. Results Group 3 PH patients (n = 2,236) were matched 1:1 to controls on lung disease. PH patients had higher all-cause resource utilization and annual healthcare costs ($44,732 vs. $7,051) than controls. Costs were driven by inpatient admissions (35.4% of total costs), prescriptions (33.0%), and outpatient care (26.5%). Respiratory-related costs accounted for 11.4% of post-index annual costs for PH patients. PH diagnosis was not confirmed in the majority of PH patients (<7% RHC use) but nevertheless, 22% of PH patients post-index had claims for drugs approved for the treatment of pulmonary arterial hypertension (PAH). Conclusions Group 3 PH poses a significant clinical and economic burden. Given the low use of RHC and the prevalence of PAH-indicated prescriptions that are not currently approved for Group 3 PH, this study suggests some Group 3 PH patients may not be receiving guideline-recommended treatment. Electronic supplementary material The online version of this article (doi:10.1186/s12890-017-0399-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Gustavo A Heresi
- Department of Pulmonary and Critical Care Medicine, Respiratory Institute, Cleveland Clinic, 9500 Euclid Ave, Cleveland, OH, 44195, USA.
| | | | - Wenyi Wang
- Bayer HealthCare Pharmaceuticals, Whippany, NJ, USA
| | | | - Vijay N Joish
- Bayer HealthCare Pharmaceuticals, Whippany, NJ, USA.,Currently at Regeneron, Tarrytown, NY, USA
| | | | - Justin S Yu
- Bayer HealthCare Pharmaceuticals, Whippany, NJ, USA.,Currently at Allergan, Irvine, CA, USA
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Gu S, Hu H, Dong H. Systematic Review of Health-Related Quality of Life in Patients with Pulmonary Arterial Hypertension. PHARMACOECONOMICS 2016; 34:751-770. [PMID: 26951248 DOI: 10.1007/s40273-016-0395-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
BACKGROUND The increasing survival of patients with pulmonary arterial hypertension (PAH) has shifted attention towards the disease burden that PAH imposes on patients and healthcare systems. Most studies emphasize epidemiology and medications, while large observational studies reporting on the health-related quality of life (HRQOL) of patients with PAH are lacking. OBJECTIVE Our objective was to study the HRQOL of patients with PAH and to summarize the factors that influence it. METHODS We conducted systematic literature searches in English (PubMed, Web of Knowledge, ScienceDirect and OVID) and Chinese (China National Knowledge Infrastructure, Wanfang Data, Chongqing VIP and SinoMed) databases to identify studies published from 2000 to 2015 assessing the HRQOL of patients with PAH. Search results were independently reviewed and extracted by two reviewers. RESULTS Of 3392 records identified in the initial search, 20 eligible papers (19 English, 1 Chinese) were finally included. Studies used a range of instruments; the generic 36-item Short Form Survey (SF-36) was the most widely used, and the disease-specific Cambridge Pulmonary Hypertension Outcome Survey (CAMPHOR) was the second mostly widely used. Mean HRQOL scores assessed via the SF-36 (physical component summary [PCS] 25.4-80.1; mental component summary [MCS] 33.2-76.0) and CAMPHOR (symptom scores 3.1-17; total HRQOL 2.8-12.6; activity scores 3.8-18.1) varied across studies, reporting decreased HRQOL in patients. Mental health (depression, anxiety, stress), physical health (exercise capacity, symptoms) and medical therapies were reported to affect HRQOL. CONCLUSION We found that PAH places a substantial burden on patients, particularly in terms of HRQOL; however, the paucity of large observational studies in this area requires the attention of researchers, especially in China.
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Affiliation(s)
- Shuyan Gu
- Center for Health Policy Studies, School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang Province, 310058, China
| | - Huimei Hu
- Center for Health Policy Studies, School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang Province, 310058, China
- Department of Public Health, Zhejiang Medical College, Hangzhou, Zhejiang Province, China
| | - Hengjin Dong
- Center for Health Policy Studies, School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang Province, 310058, China.
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Gu S, Hu H, Dong H. Systematic Review of the Economic Burden of Pulmonary Arterial Hypertension. PHARMACOECONOMICS 2016; 34:533-550. [PMID: 26714685 DOI: 10.1007/s40273-015-0361-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
BACKGROUND Pulmonary arterial hypertension (PAH), as a life-threatening disease with no efficient cure, may impose a tremendous economic burden on patients and healthcare systems. However, most existing studies have mainly emphasised epidemiology and medications, while large observational studies reporting on the economic burden are currently lacking. OBJECTIVES To review and evaluate evidence on the costs of PAH and the cost effectiveness of PAH treatments, and to summarise the corresponding cost drivers. METHODS Systematic literature searches were conducted in English-language databases (PubMed, Web of Science, ScienceDirect) and Chinese-language databases (China National Knowledge Infrastructure, Wanfang Data, Chongqing VIP) to identify studies (published from 2000 to 2014) assessing the costs of PAH or the cost effectiveness of PAH treatments. The search results were independently reviewed and extracted by two reviewers. Costs were converted into 2014 US dollars. RESULTS Of 1959 citations identified in the initial search, 19 papers were finally included in this analysis: eight on the economic burden of PAH and 11 on economic evaluation of PAH treatments. The economic burden on patients with PAH was rather large, with direct healthcare costs per patient per month varying from $2476 to $11,875, but none of the studies reported indirect costs. Sildenafil was universally reported to be a cost-effective treatment, with lower costs and better efficacy than other medications. Medical costs were reported to be the key cost drivers. CONCLUSION The economic burden of patients with PAH is substantial, while the paucity of comprehensive country-specific evidence in this area and the lack of reports on indirect costs of PAH warrant researchers' concern, especially in China.
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Affiliation(s)
- Shuyan Gu
- Center for Health Policy Studies, School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, 310058, Zhejiang, China
| | - Huimei Hu
- Center for Health Policy Studies, School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, 310058, Zhejiang, China
- Department of Public Health, Zhejiang Medical College, Hangzhou, Zhejiang, China
| | - Hengjin Dong
- Center for Health Policy Studies, School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, 310058, Zhejiang, China.
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Hill NS, Cawley MJ, Heggen-Peay CL. New Therapeutic Paradigms and Guidelines in the Management of Pulmonary Arterial Hypertension. J Manag Care Spec Pharm 2016; 22:S3-21. [PMID: 27003666 PMCID: PMC10408430 DOI: 10.18553/jmcp.2016.22.3-a.s3] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Recent and ongoing developments in the diagnosis, treatment, and management of pulmonary arterial hypertension (PAH) provide deeper insights into pathogenic mechanisms. Approvals of new pharmacotherapies that improve function and reduce morbidity and mortality risks; advances in clinical trial methods, including long-term, event-driven studies with clinically relevant and patient-centered endpoints; and trial results support a new therapeutic management strategy. This new paradigm involves initial treatment with combined therapies that act through different disease pathways. In addition, 2 new sets of clinical practice guidelines for PAH have been published since June 2014. Despite these advances, major gaps have been documented in the diagnosis, treatment, and management of patients with PAH. OBJECTIVE To present current knowledge and evidence on PAH to support managed care professionals and providers in achieving accurate differential diagnosis, promptly referring patients to specialists as necessary, and ensuring that patients receive appropriate, guideline-directed therapies. SUMMARY Major gaps in the quality of care provided to patients with PAH include oversights in clinicians' recognition of symptoms, delays in diagnosis, and misdiagnosis ensuing from incomplete evaluations, delays in referral of patients to centers of expertise and initiation of therapy, and inappropriate treatment regimens. To address deficiencies in PAH diagnosis, new practice guidelines emphasize the essential role of right heart catheterization in characterizing and confirming the disease, as well as referral to expert pulmonary hypertension centers to ensure appropriate evaluation and treatment. Updated disease and functional classifications of PAH, along with new research findings on prognostic factors and effects of comorbid conditions, offer key support for making effective therapy and management decisions for patients with PAH at different risk levels and stages of the disease. Since 2013, the U.S. Food and Drug Administration has approved new PAH therapies in the classes of endothelin receptor antagonists, guanylate cyclase stimulators, prostacyclin analogues, and prostacyclin receptor agonists. As demonstrated through phase 3 clinical trials, these generally well-tolerated therapies delay disease progression, improve hemodynamic and functional status, and decrease numbers of hospitalizations. Moreover, 2 sets of recently published guidelines-developed by the American College of Chest Physicians and the European Society of Cardiology/European Respiratory Society-provide evidence-based and expert consensus recommendations for achieving PAH treatment goals. The most recent guidelines include a recommendation for upfront combination therapy for patients with moderate disease, which is supported by new comparative clinical trial evidence. As addressed in this article, these advances in the field of PAH have important implications for managed care and clinical practice, including considerations of cost-benefit outcomes associated with different management strategies.
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Howard LS, Ferrari P, Mehta S. Physicians' and patients' expectations of therapies for pulmonary arterial hypertension: where do they meet? Eur Respir Rev 2015; 23:458-68. [PMID: 25445944 DOI: 10.1183/09059180.00007514] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
In recent years, many new, effective therapies for pulmonary arterial hypertension (PAH) have become available and are widely used, yet the long-term prognosis for patients with PAH remains poor. In the absence of a cure, physicians' expectations of PAH-specific therapies are to: 1) improve patients' symptoms and functional capacity; 2) slow disease progression; and 3) improve survival. However, patients with PAH may prioritise other more tangible needs, such as improvements in their ability to carry out their daily tasks and increase their quality of life. Patients with PAH have also called out for social and emotional support from their physicians, caregivers, families and patient associations. Therefore, it is necessary that clinical trials of PAH-specific treatments include end-points that are meaningful to both patients and physicians, and that a multidisciplinary approach to the management of patients with PAH takes into consideration the broader aspects of patients' and caregivers' needs and wishes beyond simple physiological measurements.
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Affiliation(s)
- Luke S Howard
- Dept of Cardiac Sciences, National Pulmonary Hypertension Service, Hammersmith Hospital and Imperial College London, London, UK. Pulmonary Hypertension Association Europe, Vienna, Austria. Pulmonary Hypertension Association of Canada, Vancouver, BC, Canada. Dept of Medicine, Division of Respirology, Southwest Ontario PH Clinic, London Health Sciences Centre, Schulich School of Medicine, Western University, London, ON, Canada.
| | - Pisana Ferrari
- Dept of Cardiac Sciences, National Pulmonary Hypertension Service, Hammersmith Hospital and Imperial College London, London, UK. Pulmonary Hypertension Association Europe, Vienna, Austria. Pulmonary Hypertension Association of Canada, Vancouver, BC, Canada. Dept of Medicine, Division of Respirology, Southwest Ontario PH Clinic, London Health Sciences Centre, Schulich School of Medicine, Western University, London, ON, Canada
| | - Sanjay Mehta
- Dept of Cardiac Sciences, National Pulmonary Hypertension Service, Hammersmith Hospital and Imperial College London, London, UK. Pulmonary Hypertension Association Europe, Vienna, Austria. Pulmonary Hypertension Association of Canada, Vancouver, BC, Canada. Dept of Medicine, Division of Respirology, Southwest Ontario PH Clinic, London Health Sciences Centre, Schulich School of Medicine, Western University, London, ON, Canada. Dept of Cardiac Sciences, National Pulmonary Hypertension Service, Hammersmith Hospital and Imperial College London, London, UK. Pulmonary Hypertension Association Europe, Vienna, Austria. Pulmonary Hypertension Association of Canada, Vancouver, BC, Canada. Dept of Medicine, Division of Respirology, Southwest Ontario PH Clinic, London Health Sciences Centre, Schulich School of Medicine, Western University, London, ON, Canada
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Abernethy AD, Stackhouse K, Hart S, Devendra G, Bashore TM, Dweik R, Krasuski RA. Impact of diabetes in patients with pulmonary hypertension. Pulm Circ 2015; 5:117-23. [PMID: 25992276 DOI: 10.1086/679705] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Accepted: 08/26/2014] [Indexed: 12/20/2022] Open
Abstract
Diabetes complicates management in a number of disease states and adversely impacts survival; how diabetes affects patients with pulmonary hypertension (PH) has not been well characterized. With insulin resistance having recently been demonstrated in PH, we sought to examine the impact of diabetes in these patients. Demographic characteristics, echo data, and invasive hemodynamic data were prospectively collected for 261 patients with PH referred for initial hemodynamic assessment. Diabetes was defined as documented insulin resistance or treatment with antidiabetic medications. Fifty-five patients (21%) had diabetes, and compared with nondiabetic patients, they were older (mean years ± SD, 61 ± 13 vs. 56 ± 16; [Formula: see text]), more likely to be black (29% vs. 14%; [Formula: see text]) and hypertensive (71% vs. 30%; [Formula: see text]), and had higher mean (±SD) serum creatinine levels (1.1 ± 0.5 vs. 1.0 ± 0.4; [Formula: see text]). Diabetic patients had similar World Health Organization functional class at presentation but were more likely to have pulmonary venous etiology of PH (24% vs. 10%; [Formula: see text]). Echo findings, including biventricular function, tricuspid regurgitation, and pressure estimates were similar. Invasive pulmonary pressures and cardiac output were similar, but right atrial pressure was appreciably higher (14 ± 8 mmHg vs. 10 ± 5 mmHg; [Formula: see text]). Despite similar management, survival was markedly worse and remained so after statistical adjustment. In summary, diabetic patients referred for assessment of PH were more likely to have pulmonary venous disease than nondiabetic patients with PH, with hemodynamics suggesting greater right-sided diastolic dysfunction. The markedly worse survival in these patients merits further study.
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Affiliation(s)
- Abraham D Abernethy
- Department of Internal Medicine/Pediatrics, University Hospitals Case Medical Center, Cleveland, Ohio, USA
| | - Kathryn Stackhouse
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, USA
| | - Stephen Hart
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, USA
| | - Ganesh Devendra
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, USA
| | - Thomas M Bashore
- Department of Cardiovascular Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Raed Dweik
- Department of Pulmonary Medicine, Cleveland Clinic Respiratory Institute, Cleveland, Ohio, USA
| | - Richard A Krasuski
- Department of Cardiovascular Medicine, Cleveland Clinic Heart and Vascular Institute, Cleveland, Ohio, USA
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Channick RN, Delcroix M, Ghofrani HA, Hunsche E, Jansa P, Le Brun FO, Mehta S, Pulido T, Rubin LJ, Sastry B, Simonneau G, Sitbon O, Souza R, Torbicki A, Galiè N. Effect of Macitentan on Hospitalizations. JACC-HEART FAILURE 2015; 3:1-8. [DOI: 10.1016/j.jchf.2014.07.013] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2014] [Revised: 07/08/2014] [Accepted: 07/28/2014] [Indexed: 11/15/2022]
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Sikirica M, Iorga SR, Bancroft T, Potash J. The economic burden of pulmonary arterial hypertension (PAH) in the US on payers and patients. BMC Health Serv Res 2014; 14:676. [PMID: 25539602 PMCID: PMC4301626 DOI: 10.1186/s12913-014-0676-0] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2013] [Accepted: 12/19/2014] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Pulmonary arterial hypertension (PAH) is a rare condition that can ultimately lead to right heart failure and death. In this study we estimated the health care costs and resource utilization associated with PAH in a large US managed care health plan. METHODS Subjects with claims-based evidence of PAH from 1/1/2004 to 6/30/2010 (identification period) were selected. To be included in the final PAH study sample, subjects were required to have ≥2 claims with a primary PH diagnosis; ≥2 claims with a PAH related-diagnosis (connective tissue diseases, congenital heart diseases, portal hypertension); and ≥1 claim with evidence of a PAH-indicated medication. The earliest date of a claim with evidence of PAH-indicated medication during the identification period was set as the index date. Health care costs and resource utilization were compared between an annualized baseline period and a 12 month follow-up period. RESULTS 504 PAH subjects were selected for the final study cohort. Estimated average total health care costs were approximately 16% lower in the follow-up period compared to the baseline period (follow-up costs = $98,243 [SD = 110,615] vs. baseline costs = $116,681 [SD = 368,094], p < 0.001), but substantively high in each period relative to costs reported for other chronic diseases. Pharmacy costs were significantly higher in the follow-up period vs. the baseline period, ($38,514 [SD = 34,817] vs. $6,440 [SD = 12,186], p < 0.001) but medical costs were significantly lower in the follow-up vs. baseline ($59,729 [SD = 106,683] vs. $110,241 [SD = 368,725], p < 0.001). These costs were mirrored in health-care resource utilization estimates. The average counts of ambulatory visits and inpatient stays were lower in the follow-up vs. the baseline (both p < 0.001). Results varied in exploratory analyses when less restrictive subject identification algorithms were used. CONCLUSIONS Subjects with evidence of PAH had substantively high health care costs. Medical costs appeared to decrease following PAH medication use, but with a concomitant increase in pharmacy costs.
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Affiliation(s)
- Mirko Sikirica
- Value Evidence and Outcomes, GlaxoSmithKline, 2301 Renaissance Blvd, King of Prussia, PA, 19406, USA.
| | - Serban R Iorga
- Health Economics and Outcomes Research, Optum, 12125 Technology Drive, Eden Prairie, MN, 55344, USA.
| | - Tim Bancroft
- Health Economics and Outcomes Research, Optum, 12125 Technology Drive, Eden Prairie, MN, 55344, USA.
| | - Jesse Potash
- Market Access and Value Strategy, Optum, 12125 Technology Drive, Eden Prairie, MN, 55344, USA.
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Schweikert B, Pittrow D, Vizza CD, Pepke-Zaba J, Hoeper MM, Gabriel A, Berg J, Sikirica M. Demographics, clinical characteristics, health resource utilization and cost of chronic thromboembolic pulmonary hypertension patients: retrospective results from six European countries. BMC Health Serv Res 2014; 14:246. [PMID: 24912804 PMCID: PMC4069093 DOI: 10.1186/1472-6963-14-246] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2013] [Accepted: 05/30/2014] [Indexed: 11/15/2022] Open
Abstract
Background Chronic Thromboembolic Pulmonary Hypertension (CTEPH) results from incomplete resolution of a pulmonary embolus, leading to pulmonary hypertension and progressive right heart failure and death. We aimed to describe the demographics, treatment patterns, health resource utilization and related costs of patients with CTEPH. Methods In specialized PH centres across six European countries, medical charts of CTEPH patients on PH medication were retrospectively extracted (chart review between 2006 and 2009). Resource utilization was valued using country-specific unit costs. Descriptive statistical analyses were performed. Results Twenty-one hospitals documented 119 consecutive CTEPH patients over an average of 25.4 months. Patients were inoperable (83.9%) or persistent after surgery (16.0%) with mean age 67.5 ± 12.3 years, 61% were female. The average 6-minute walking distance was 298 ± 120 meters, and NYHA class II/III/IV was 27/59/14%. At baseline, 59.7% patients received endothelin receptor antagonist, 34.4% phosphodiesterase-5 inhibitors, and 5.8% prostacyclin. Adding a second PH medication was the most common regimen change. CTEPH patients experienced 1.8 ± 2.2 hospitalizations per year accounting for 14.8 ± 26.1 days in hospital. Patients paid on average 2.8 office visits per year to their general practitioner and 1.3 visits to a specialist. Unadjusted annual mortality rate was 6.0%. Annual cost of PH specific medication was the predominant economic factor averaging € 36,768 per year. Costs for hospitalizations (€ 4,496) and concomitant medications (€ 2,510) were substantially lower. Other health care resource items only accounted for marginal additional costs. Conclusion CTEPH patients are characterised by substantial morbidity and mortality. Health care utilisation, predominantly due to off-label use of PH drugs, is significant.
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Irwin AN, Johnson SG, Joline BR, Delate T, Witt DM. A descriptive evaluation of warfarin use in patients with pulmonary arterial hypertension. Thromb Res 2014; 133:790-4. [PMID: 24642007 DOI: 10.1016/j.thromres.2014.02.029] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2013] [Revised: 02/25/2014] [Accepted: 02/26/2014] [Indexed: 10/25/2022]
Abstract
INTRODUCTION Although warfarin is often recommended for pulmonary arterial hypertension (PAH) management to mitigate thrombotic risk and improve survival, limited information exists to guide anticoagulation therapy. The purpose of this study was to compare and contrast warfarin therapy monitoring requirements and outcomes in patients with PAH and atrial fibrillation (AF) receiving long-term anticoagulation. MATERIALS AND METHODS Patients initiated on warfarin for PAH between January 1, 2000 and December 31, 2008 were matched by warfarin initiation date (±90 days), age (±5 years), chronic disease score (±1 points), and sex to patients initiated for AF. The primary study endpoint was frequency of INR monitoring per 30 days of observation. Secondary endpoints included indicators of INR control and warfarin-related adverse events. RESULTS AND CONCLUSION A total of 84 patients were included - 18 and 66 in the PAH and AF groups, respectively. Patients with PAH had a higher median rate of INR measurements per 30 days compared to patients with AF (median=2.0, interquartile range [IQR]=1.5 - 2.3 vs. median=1.6, IQR=1.3 - 2.0, p=0.046). There were no differences between groups with respect to percent of INR measurements in range, overall time in therapeutic range (TTR), or warfarin-related adverse events (all p>0.05). Study results suggest that patients with PAH may be more difficult to manage as seen through more frequent INR monitoring. Potential management difficulties did not translate to a lower performance on indicators of INR control or increased risk of warfarin-related adverse events.
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Affiliation(s)
| | | | | | - Thomas Delate
- Kaiser Permanente Colorado, Aurora, CO, United States
| | - Daniel M Witt
- Kaiser Permanente Colorado, Aurora, CO, United States
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Wu WH, Yang L, Peng FH, Yao J, Zou LL, Liu D, Jiang X, Li J, Gao L, Qu JM, Kawut SM, Jing ZC. Lower socioeconomic status is associated with worse outcomes in pulmonary arterial hypertension. Am J Respir Crit Care Med 2012; 187:303-10. [PMID: 23220911 DOI: 10.1164/rccm.201207-1290oc] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
RATIONALE Lower socioeconomic status (SES) confers a heightened risk of common cardiovascular and pulmonary diseases and increased mortality. The association of SES with outcomes in patients with pulmonary arterial hypertension (PAH) is less clear. OBJECTIVES To determine the association between SES and outcomes in patients with PAH. METHODS We performed a prospective cohort study at a national referral center for patients with PAH in China. Two hundred sixty-two consecutive incident patients aged 18 to 65 years with a diagnosis of idiopathic PAH were recruited between January 2007 and June 2011 and followed up until November 2011. The primary endpoint was all-cause mortality. An SES score for each patient was derived from their educational level, annual household income, occupation, and medical reimbursement rate. MEASUREMENTS AND MAIN RESULTS Patients with a lower SES had higher unadjusted mortality rates, with 3-year survival estimates of 50.1, 70.8, and 86.0% in increasing tertiles of SES (P for trend < 0.001). After adjustment for clinical features, hemodynamics, and type of PAH treatment, the hazard ratios for death were 2.98 (95% confidence interval, 1.51-5.89) in the lowest tertile of SES and 1.80 (95% confidence interval, 0.89-3.63) in the middle tertile of SES compared with the upper tertile (P for trend = 0.006). CONCLUSIONS A lower SES is strongly associated with a higher risk of death in idiopathic PAH. This association was independent of clinical characteristics, hemodynamics, and treatment. Addressing the health disparities associated with a lower SES may improve the outcomes of patients with PAH.
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Affiliation(s)
- Wen-Hui Wu
- Department of Cardio-Pulmonary Circulation, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
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Kirson NY, Birnbaum HG, Ivanova JI, Waldman T, Joish V, Williamson T. Excess costs associated with patients with chronic thromboembolic pulmonary hypertension in a US privately insured population. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2011; 9:377-387. [PMID: 21888449 DOI: 10.2165/11592440-000000000-00000] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
BACKGROUND Chronic thromboembolic pulmonary hypertension (CTEPH) is a rare and potentially fatal disease. Little is known about the economic burden associated with CTEPH patients in the US. OBJECTIVES The objective of this study was to estimate excess direct costs associated with privately insured patients with CTEPH in the US. METHODS From a privately insured claims database (>8 million beneficiaries, 2002-7), 289 CTEPH patients were identified using the criteria: two or more claims for pulmonary hypertension (PH), International Classification of Diseases, ninth edition, clinical modification (ICD-9-CM) code 416.0 or 416.8; one or more claim for pulmonary embolism (ICD-9-CM: 415.1, V12.51; ICD-9 procedure: 38.7; Current Procedural Terminology [CPT]-4 code: 36010, 37620, 75825, 75940; Healthcare Common Procedure Coding System [HCPCS] code: C1880) within 12 months prior or 1 month after the initial PH claim (index date); one or more claim for right heart catheterization (RHC) within 6 months prior to any PH claim or one or more claim for echocardiogram within 6 months prior to a specialist-diagnosed PH claim; aged 18-64 years. Patients with CTEPH were matched demographically to controls without PH. Patients were followed as long as continuously eligible; mean follow-up in CTEPH patients was 21.5 months. Chi-squared tests were used to compare baseline co-morbidities. Wilcoxon rank-sum tests were used to compare direct (medical and pharmaceutical) patient-month costs to insurers. RESULTS The average age for CTEPH patients was 52.2 years, and 57.1% were women. Compared with controls, CTEPH patients had significantly higher baseline rates of co-morbidities (e.g. essential hypertension, congestive heart failure and chronic pulmonary disease) and a higher mean Charlson Co-morbidity Index score. Mean direct patient-month costs (year 2007 values) were $US4782 for CTEPH patients and $US511 for controls (p < 0.0001). Sensitivity analysis restricting the sample to patients diagnosed following RHC yielded a 15% increase in excess costs relative to the original sample. Regarding cost drivers, inpatient services accounted for 54%, outpatient and other services for 33% and prescription drugs for 11% of total direct healthcare costs per patient-month in CTEPH patients. Circulatory-/respiratory-related patient-month costs were $US2496 among CTEPH patients and $US128 among controls (p < 0.0001). CONCLUSIONS CTEPH patients had substantially higher costs and co-morbidity than matched controls, with circulatory-/respiratory-related costs accounting for 55% of excess costs. The high burden of illness suggests opportunities for savings from improved management.
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