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Farber HW, Germack HD, Croteau NS, Simeone JC, Tang F, Paoli CJ, Doad G, Panjabi S, De Marco T. Factors associated with discontinuation of treatment for pulmonary arterial hypertension in the United States. Pulm Circ 2024; 14:e12326. [PMID: 38623409 PMCID: PMC11017292 DOI: 10.1002/pul2.12326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 12/07/2023] [Accepted: 12/13/2023] [Indexed: 04/17/2024] Open
Abstract
Information on factors leading to pulmonary arterial hypertension (PAH) treatment discontinuation is limited. This study analyzed 12,902 new PAH medication users to identify predictors of treatment discontinuation. Treatment by accredited pulmonary hypertension centers and combination therapy with PAH agents from different classes were less likely to result in discontinuation.
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Affiliation(s)
- Harrison W Farber
- Division of Pulmonary, Critical Care and Sleep Medicine Tufts Medical Center Boston Massachusetts USA
| | | | | | | | - Fei Tang
- Real World Evidence Cytel Waltham Massachusetts USA
| | - Carly J Paoli
- Janssen Scientific Affairs, LLC Titusville New Jersey USA
| | | | - Sumeet Panjabi
- Janssen Scientific Affairs, LLC Titusville New Jersey USA
| | - Teresa De Marco
- Division of Cardiology University of California, San Francisco San Francisco California USA
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Kitahara K, Omura J, Wada S, Kim SW. Patient and Therapeutic Profiles of Pulmonary Hypertension in Chronic Lung Diseases in Japan: A Cohort Study Using a Claims Database. Pulm Ther 2024; 10:21-49. [PMID: 37950789 PMCID: PMC10881911 DOI: 10.1007/s41030-023-00243-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 10/30/2023] [Indexed: 11/13/2023] Open
Abstract
INTRODUCTION Pulmonary hypertension (PH) is often complicated by chronic lung diseases (CLDs) such as chronic obstructive pulmonary disease (COPD) and interstitial lung disease (ILD). Differentiating between PH associated with CLD (group 3 PH) and pulmonary arterial hypertension (PAH) in CLD is often difficult and reporting on the efficacy of PAH-specific therapies is inconsistent as a result of the lack of understanding of the heterogeneity of patients with PH. METHODS A retrospective observational cohort study was conducted to understand the baseline characteristics, comorbidities, and treatment profiles of patients with PH in CLD in a real-world setting using a large-scale claims database (Medical Data Vision). Administrative and clinical data for patients admitted to acute-care hospitals in Japan between April 2008 and January 2021 were analyzed. RESULTS A total of 115,921 patients with CLD (109,578 with COPD and 6343 with ILD, of whom 569 and 176 had PH, respectively) were analyzed. This study found lower PH diagnosis rates among patients with COPD and patients with ILD than in previous studies. The majority of PH with CLD patients were elderly (mean age 75.7 years) and male (80.81%). Among patients with CLD prescribed PAH-specific therapies (105 patients with COPD; 64 patients with ILD), most received these as monotherapy (COPD, 84.76%; ILD, 75.56%); the most common were phosphodiesterase 5 inhibitors (COPD, 42.70%; ILD, 18.37%), prostacyclins (oral; COPD, 48.31%; ILD, 24.49%), and endothelin receptor antagonists (ERA) (COPD, 8.99%; ILD, 18.37%). Comorbidities (e.g., pulmonary, cardiac, kidney), home oxygen therapy (HOT), and echocardiography (ECHO) were factors associated with the diagnosis of PH. CONCLUSION This is the first study using an administrative database that provides real-world data on patients with PH in CLD in Japan. Our results indicate that PH may be misdiagnosed or underdiagnosed in Japan which may lead to suboptimal treatment for patients, and supports the need for further evidence to guide appropriate treatment.
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Affiliation(s)
- Kazuki Kitahara
- Medical Affairs, Janssen Pharmaceutical K.K., 3-5-2 Nishikanda, Chiyoda-ku, Tokyo, 101-0065, Japan.
| | - Junichi Omura
- Medical Affairs, Janssen Pharmaceutical K.K., 3-5-2 Nishikanda, Chiyoda-ku, Tokyo, 101-0065, Japan
| | - Shingo Wada
- Real World Evidence Solutions, IQVIA Solutions Japan K.K., 4-10-18 Takanawa, Minato-ku, Tokyo, 108-0074, Japan
| | - Seok-Won Kim
- Real World Evidence Solutions, IQVIA Solutions Japan K.K., 4-10-18 Takanawa, Minato-ku, Tokyo, 108-0074, Japan
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Rahaghi FF, Trivieri MG, Sahay S. The role of riociguat in combination therapies for pulmonary arterial hypertension. Respir Med 2023;:107196. [PMID: 36889521 DOI: 10.1016/j.rmed.2023.107196] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 02/28/2023] [Accepted: 03/05/2023] [Indexed: 03/08/2023]
Abstract
Effective clinical decision-making in initial treatment selection and switching or escalations of therapy for pulmonary arterial hypertension (PAH) depends on multiple factors including the patient's risk profile. Data from clinical trials suggest that switching from a phosphodiesterase-5 inhibitor (PDE5i) to the soluble guanylate cyclase stimulator riociguat may provide clinical benefit in patients not reaching treatment goals. In this review, we cover the clinical evidence for riociguat combination regimens for patients with PAH and discuss their evolving role in upfront combination therapy and switching from a PDE5i as an alternative to escalating therapy. Specifically, we review current evidence which suggests or provides a hypothesis for 1) the potential use of riociguat plus endothelin receptor antagonist combinations for upfront combination therapy in patients with PAH at intermediate to high risk of 1-year mortality and 2) the benefits of switching to riociguat from a PDE5i in patients who are not achieving treatment goals with PDE5i-based dual combination therapy and at intermediate risk.
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Tsai CY, Shen CW, Lai HL, Chen CY. Adherence and treatment patterns of disease-specific drugs among patients with pulmonary arterial hypertension: A nationwide, new-user cohort study. Front Pharmacol 2023; 13:1030693. [PMID: 36712686 PMCID: PMC9877219 DOI: 10.3389/fphar.2022.1030693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 12/21/2022] [Indexed: 01/15/2023] Open
Abstract
Background: Pulmonary arterial hypertension (PAH) is an incurable pulmonary disease that might result in right heart failure and death. Treatment guidelines recommend upfront or sequential combination therapy for patients with PAH. Recently, several PAH-targeted medications have been approved in Taiwan. This study aimed to investigate treatment patterns and medication adherence in real-world settings. Method: This was a new-user design study on patients treated with PAH-specific medication between 1 January 2014, and 31 December 2019. Data were extracted from the National Health Insurance Research Database. Medication adherence was evaluated by the proportion of days covered (PDC). Adherence was defined as PDC ≥ .8. Statistical analyses were performed to compare the study outcomes. Logistic regression analysis was performed to identify the association between baseline characteristics and adherence. P < .05 indicated statistical significance. Results: A total of 1,900 patients with PAH were identified, and 75.3% of them were females. The mean (standard deviation (SD)) age was 57.2 (17.5) years. Only 23 (1.2%) patients began the initial combination therapy. A total of 148 (7.8%) patients switched their initial treatment to another treatment, and 159 (8.4%) patients had sequential combination therapy. The most common combination therapy was endothelin receptor antagonist (ERA) plus phosphodiesterase-5 inhibitor (PDE5i), mostly macitentan plus sildenafil, for initial or sequential combination. The mean (SD) PDC was .71 (.33), and 1,117 (58.8%) patients were adherent. A significant difference in mean PDC was observed between initial ERA users and PDE5i users (p < .0001). No factor was significantly associated with medication adherence. Conclusion: Patients with PAH mostly initiated sildenafil as monotherapy, and macitentan was added as a sequential combination therapy. The initial ERA and combination groups showed higher medication adherence. Further investigations are needed to identify other factors associated with adherence.
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Affiliation(s)
- Cheng-Yu Tsai
- Master Program in Clinical Pharmacy, School of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chuan-Wei Shen
- School of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Hsuan-Lin Lai
- Division of Pharmacy, Zuoying Branch of Kaohsiung Armed Forces General Hospital, Kaohsiung, Taiwan,*Correspondence: Chung-Yu Chen, ; Hsuan-Lin Lai,
| | - Chung-Yu Chen
- School of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan,Department of Pharmacy, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan,Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan,*Correspondence: Chung-Yu Chen, ; Hsuan-Lin Lai,
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Qadus S, Naser AY, Ofori-Asenso R, Ademi Z, Al Awawdeh S, Liew D. Adherence and Discontinuation of Disease-Specific Therapies for Pulmonary Arterial Hypertension: A Systematic Review and Meta-Analysis. Am J Cardiovasc Drugs 2023; 23:19-33. [PMID: 36434365 DOI: 10.1007/s40256-022-00553-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/04/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND In patients with pulmonary arterial hypertension (PAH), the use of disease-specific therapies (i.e., endothelin receptor antagonists, phosphodiesterase type-5 inhibitors, soluble guanylate cyclase stimulators, prostacyclins, and prostanoids) has been associated with disease improvement and decreased mortality risk. We aimed to quantify the adherence and discontinuation rates for patients prescribed PAH-specific therapies. METHODS We performed a systematic review via searching MEDLINE, EMBASE, and the Cochrane Library from their inception to 4 March 2022 for observational studies published in English that reported data on adherence to and persistence with PAH-targeted therapies. Random-effects meta-analysis was performed to explore average adherence and discontinuation rates. RESULTS In all, 14 studies involving 14,861 individuals prescribed PAH-targeted therapies were included. The overall pooled proportion of patients adherent to their PAH-targeted medications was 60.9% (95% confidence interval [CI] 52.3-69.1%). The pooled proportions of patients adherent in questionnaire-based studies and in studies using prescription/dispensing data were 52.9% (95% CI 48.9-56.9%) and 62.9% (95% CI 53.1-72.2%), respectively. The pooled proportion of patients who discontinued their PAH-targeted medications was 42.3% (95% CI 31.6-53.3). Factors reported to impact adherence included administration frequency, length of time on treatment, co-payment, and occurrence of adverse events. CONCLUSIONS In the real world, a considerable proportion of patients prescribed PAH-specific therapies were non-adherent or discontinued. As diverse factors may influence treatment adherence, multifaceted interventions are needed to address this trend in order to improve patient outcomes. REGISTRATION The systematic review protocol was registered in the PROSPERO database (CRD42022316638).
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Ogbomo A, Tsang Y, Kariburyo F, Tsai WL, Panjabi S. Real-World Analysis of Treatment Patterns Among Hospitalized Patients with Pulmonary Arterial Hypertension. Pulm Ther 2021; 7:575-90. [PMID: 34699029 DOI: 10.1007/s41030-021-00173-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 08/26/2021] [Indexed: 11/21/2022] Open
Abstract
Introduction Hospitalization is an important clinical factor associated with survival and rehospitalization in patients with pulmonary arterial hypertension (PAH). Thus, this study examined treatment patterns before and after hospitalization in the US-specific population. Methods Adult PAH patients in the United States were identified using the Optum® Clinformatics® database from January 1, 2014, to June 30, 2019, and were required to have continuous health plan enrollment for at least 6 months prior to the first (index) hospitalization through at least 90 days post-discharge. Baseline patient characteristics were evaluated from 6 months prior to through the index hospitalization. PAH treatment patterns were examined from 30 days pre-index admission (pre-hospitalization) and 90 days post-index hospital discharge (post-hospitalization), and stratified by therapy type: monotherapy, double- or triple-combination therapy, or no PAH therapy. Results A total of 3116 hospitalized patients with PAH met selection criteria. The mean age and Charlson comorbidity index score were 68.1 years and 5.1, respectively. In the pre- and post-hospitalization periods (all-cause), respectively, patients prescribed monotherapy were most common (from 64.8% pre- to 51.9% post-hospitalization), followed by patients with no evidence of PAH therapy (from 14.6 to 28.5%). Among PAH-related hospitalizations, patients with monotherapy were also most common (from 60.8% pre- to 49.1% post-hospitalization), followed by patients with no evidence of PAH therapy (from 10.0 to 22.8%). The majority of patients with all-cause hospitalizations (72.8%) had no therapy modification; 20.0% de-escalated therapy (including 15.0% from monotherapy to no therapy) and 6.1% escalated therapy (including 2.2% from no therapy to monotherapy and 3.2% from monotherapy to double or triple therapy). Conclusion Inpatient admissions did not appear to drive changes in PAH therapy management, as monotherapy predominated, and most patients had no therapy modification within 90 days of a hospitalization. These results warrant future research to understand the reasons behind the limited treatment intensification observed and the impact of post-hospitalization optimization on clinical and economic outcomes. Supplementary Information The online version contains supplementary material available at 10.1007/s41030-021-00173-6.
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