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Cheema ZM, Gomez LC, Johnson N, Laflamme OD, Rabin HR, Steele K, Leong J, Cheng SY, Quon BS, Stephenson AL, Wranik WD, Sadatsafavi M, Stanojevic S. Measuring the burden of cystic fibrosis: A scoping review. J Cyst Fibros 2023:S1569-1993(23)01722-8. [PMID: 38044160 DOI: 10.1016/j.jcf.2023.11.014] [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: 08/01/2023] [Revised: 11/22/2023] [Accepted: 11/24/2023] [Indexed: 12/05/2023]
Abstract
BACKGROUND Cystic fibrosis (CF) contributes a significant economic burden on individuals, healthcare systems, and society. Understanding the economic impact of CF is crucial for planning resource allocation. METHODS We conducted a scoping review of literature published between 1990 and 2022 that reported the cost of illness, and/or economic burden of CF. Costs were adjusted for inflation and reported as United States dollars. RESULTS A total of 39 studies were included. Direct healthcare costs (e.g., medications, inpatient and outpatient care) were the most frequently reported. Most studies estimated the cost of CF using a prevalence-based (n = 18, 46.2 %), bottom-up approach (n = 23, 59 %). Direct non-healthcare costs and indirect costs were seldom included. The most frequently reported direct cost components were medications (n = 34, 87.2 %), inpatient care (n = 33, 84.6 %), and outpatient care (n = 31, 79.5 %). Twenty-eight percent (n = 11) of studies reported the burden of CF from all three perspectives (healthcare system (payer), individual, and society). Indirect costs of CF were reported in approximately 20 % of studies (n = 8). The reported total cost of CF varied widely, ranging from $451 to $160,000 per person per year (2022 US$). The total cost depended on the number of domains and perspectives included in each study. CONCLUSIONS Most studies only reported costs to the healthcare system (i.e., hospitalizations and healthcare encounters) which likely underestimates the total costs of CF. The wide range of costs reported highlights the importance of standardizing perspectives, domains and costs when estimating the economic burden of CF.
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Affiliation(s)
- Zain M Cheema
- Department of Medicine, McMaster University, Hamilton, Canada; Cystic Fibrosis Canada, Toronto, Canada
| | - Lilian C Gomez
- Department of Community Health, and Epidemiology, Faculty of Medicine, Dalhousie University, Halifax, Canada
| | - Noah Johnson
- Department of Community Health, and Epidemiology, Faculty of Medicine, Dalhousie University, Halifax, Canada
| | - Olivier D Laflamme
- Department of Community Health, and Epidemiology, Faculty of Medicine, Dalhousie University, Halifax, Canada
| | - Harvey R Rabin
- Department of Medicine, Cumming School of Medicine at the University of Calgary, Calgary, Canada
| | | | - Jeanette Leong
- Department of Medicine, Cumming School of Medicine at the University of Calgary, Calgary, Canada
| | | | - Bradley S Quon
- Division of Respiratory Medicine, Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Anne L Stephenson
- Division of Respirology, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
| | - W Dominika Wranik
- Department of Community Health, and Epidemiology, Faculty of Medicine, Dalhousie University, Halifax, Canada; Department of Public and International Affairs, Faculty of Management, Dalhousie University, Halifax, Canada
| | - Mohsen Sadatsafavi
- Respiratory Evaluation Sciences Program, Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, Canada
| | - Sanja Stanojevic
- Department of Community Health, and Epidemiology, Faculty of Medicine, Dalhousie University, Halifax, Canada.
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2
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Gatt D, Shaw M, Waters V, Kritzinger F, Solomon M, Dell S, Ratjen F. Treatment response to pulmonary exacerbation in primary ciliary dyskinesia. Pediatr Pulmonol 2023; 58:2857-2864. [PMID: 37449771 DOI: 10.1002/ppul.26599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 05/19/2023] [Accepted: 07/03/2023] [Indexed: 07/18/2023]
Abstract
INTRODUCTION Pulmonary exacerbation (Pex) are common in pediatric primary ciliary dyskinesia (PCD), however changes in forced expiratory volume in 1 s precent predicted (FEV1pp) during Pex are not well described. AIM To assess the evolution of FEV1pp during Pex and to define factors associated with failure to return to baseline lung function. METHOD This was a retrospective study of patients with PCD between 2010 and 2022. Pex were defined as the presence of increased respiratory symptoms treated with intravenous (IV) antibiotics. The main outcomes were the changes in FEV1 during therapy and the proportion of patients (responders) achieving ≥90% of baseline FEV1pp values at the end of admission. RESULTS The study included 52 Pex events in 28 children with PCD. The rate of responders was 32/41 (78%) at the end of admission. Nonresponse was associated with lower median body mass index (BMI) Z-score (-2.4 vs. -0.4, p < .01) and with a history of IV treated Pex in the previous year (p = .06). For the 22 Pex with available FEV1pp measurements at mid admission, the median relative and absolute improvement from admission to Day 7 was 9.1% and 6.2%, respectively (p- .001), and from Days 7 to 14 was 4.4% and 2.8%, respectively (p = .08). CONCLUSION In children with PCD treated with IV antibiotics, the majority of lung function recovery happens during the first week of IV therapy. Lower BMI was associated with nonresponse to therapy.
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Affiliation(s)
- Dvir Gatt
- Division of Respiratory Medicine, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Michelle Shaw
- Translational Medicine, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Valerie Waters
- Department of Pediatrics, Division of Infectious Diseases, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Fiona Kritzinger
- Division of Respiratory Medicine, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Melinda Solomon
- Division of Respiratory Medicine, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Sharon Dell
- Department of Pediatrics, Division of Respiratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Felix Ratjen
- Division of Respiratory Medicine, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
- Translational Medicine, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
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3
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Heltshe SL, Russell R, VanDevanter DR, Sanders DB. Re-examining baseline lung function recovery following IV-treated pulmonary exacerbations. J Cyst Fibros 2023; 22:864-867. [PMID: 36803635 PMCID: PMC10427727 DOI: 10.1016/j.jcf.2023.02.006] [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: 12/06/2022] [Revised: 02/02/2023] [Accepted: 02/10/2023] [Indexed: 02/18/2023]
Abstract
CF registry pulmonary exacerbation (PEx) analyses have employed "before and after" spirometry recovery, where the best percent predicted forced expiratory volume in 1 s (ppFEV1) prior to PEx ("baseline") is compared to the best ppFEV1 <3 months post-PEx. This methodology lacks comparators and ascribes recovery failure to PEx. Herein, we describe 2014 CF Foundation Patient Registry PEx analyses including a comparator: recovery around nonPEx events, birthdays. 49.6% of 7357 individuals with PEx achieved baseline ppFEV1 recovery while 36.6% of 14,141 achieved baseline recovery after birthdays; individuals with both PEx and birthdays were more likely to recover baseline after PEx than after birthdays (47% versus 34%); mean ppFEV1 declines were 0.3 (SD=9.3) and 3.1 (9.3), respectively. Post-event measure number had more effect on baseline recovery than did real ppFEV1 loss in simulations, suggesting that PEx recovery analyses lacking comparators are prone to artifact and poorly describe PEx contributions to disease progression.
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Affiliation(s)
- Sonya L Heltshe
- University of Washington School of Medicine, 1920 Terry Ave, Suite 400, Seattle, WA 98101, United States; CFF Therapeutics Development Network Coordinating Center, Seattle Children's Research Institute, Seattle, WA, United States.
| | - Renee Russell
- CFF Therapeutics Development Network Coordinating Center, Seattle Children's Research Institute, Seattle, WA, United States
| | - Donald R VanDevanter
- Case Western Reserve University School of Medicine, Cleveland, OH, United States
| | - Don B Sanders
- Indiana University School of Medicine, Indianapolis, IN, United States
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4
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Desai S, Zhang W, Sutherland JM, Singer J, Quon BS. Factors associated with frequent high-cost individuals with cystic fibrosis and their healthcare utilization and cost patterns. Sci Rep 2023; 13:8910. [PMID: 37264136 DOI: 10.1038/s41598-023-35942-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 05/26/2023] [Indexed: 06/03/2023] Open
Abstract
Cystic fibrosis (CF) is a progressive multi-organ disease with significant morbidity placing extensive demands on the healthcare system. Little is known about those individuals with CF who continually incur high costs over multiple years. Understanding their characteristics may help inform opportunities to improve management and care, and potentially reduce costs. The purpose of this study was to identify and understand the clinical and demographic attributes of frequent high-costing CF individuals and characterize their healthcare utilization and costs over time. A longitudinal study of retrospective data was completed in British Columbia, Canada by linking the Canadian CF Registry with provincial healthcare administrative databases for the period between 2009 and 2017. Multivariable Cox regression models were employed to identify baseline factors associated with becoming a frequent high-cost CF user (vs. not a frequent high-cost CF user) in the follow-up period. We found that severe lung impairment (Hazard Ratio [HR]: 3.71, 95% confidence interval [CI], 1.49-9.21), lung transplantation (HR: 4.23, 95% CI, 1.68-10.69), liver cirrhosis with portal hypertension (HR: 10.96, 95% CI: 3.85-31.20) and female sex (HR: 1.97, 95% CI: 1.13-3.44) were associated with becoming a frequent high-cost CF user. Fifty-nine (17% of cohort) frequent high-cost CF users accounted for more than one-third of the overall total healthcare costs, largely due to inpatient hospitalization and outpatient medication costs.
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Affiliation(s)
- Sameer Desai
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Wei Zhang
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Health Evaluation and Outcome Sciences, St. Paul's Hospital, Vancouver, BC, Canada
| | - Jason M Sutherland
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Health Services and Policy Research, University of British Columbia, Vancouver, BC, Canada
| | - Joel Singer
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Health Evaluation and Outcome Sciences, St. Paul's Hospital, Vancouver, BC, Canada
| | - Bradley S Quon
- Centre for Heart Lung Innovation, University of British Columbia, St. Paul's Hospital, #166 - 1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada.
- Division of Respiratory Medicine, Department of Medicine, University of British Columbia, Vancouver, BC, Canada.
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Desai S, Zhang W, Sutherland JM, PhD JS, Zhou X, Quon BS. Economic burden of cystic fibrosis care in British Columbia. CANADIAN JOURNAL OF RESPIRATORY, CRITICAL CARE, AND SLEEP MEDICINE 2023. [DOI: 10.1080/24745332.2023.2176797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
Affiliation(s)
- Sameer Desai
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Wei Zhang
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Health Evaluation and Outcome Sciences, St. Paul’s Hospital, Vancouver, BC, Canada
| | - Jason M. Sutherland
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Health Services and Policy Research, University of British Columbia, Vancouver, BC, Canada
| | - Joel Singer PhD
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Health Evaluation and Outcome Sciences, St. Paul’s Hospital, Vancouver, BC, Canada
| | - Xingzuo Zhou
- Centre for Heart Lung Innovation, University of British Columbia and St. Paul’s Hospital, Vancouver, BC, Canada
- Institute for Global Health, University College London, London, UK
| | - Bradley S. Quon
- Centre for Heart Lung Innovation, University of British Columbia and St. Paul’s Hospital, Vancouver, BC, Canada
- Division of Respiratory Medicine, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
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Seidl E, Schwerk N, Carlens J, Wetzke M, Cunningham S, Emiralioğlu N, Kiper N, Lange J, Krenke K, Ullmann N, Krikovszky D, Maqhuzu P, Griese CA, Schwarzkopf L, Griese M. Healthcare resource utilisation and medical costs for children with interstitial lung diseases (chILD) in Europe. Thorax 2022; 77:781-789. [PMID: 35149583 DOI: 10.1136/thoraxjnl-2021-217751] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 01/06/2022] [Indexed: 01/05/2023]
Abstract
BACKGROUND No data on healthcare utilisation and associated costs for the many rare entities of children's interstitial lung diseases (chILD) exist. This paper portrays healthcare utilisation structures among individuals with chILD, provides a pan-European estimate of a 3-month interval per-capita costs and delineates crucial cost drivers. METHODS Based on longitudinal healthcare resource utilisation pattern of 445 children included in the Kids Lung Register diagnosed with chILD across 10 European countries, we delineated direct medical and non-medical costs of care per 3-month interval. Country-specific utilisation patterns were assessed with a children-tailored modification of the validated FIMA questionnaire and valued by German unit costs. Costs of care and their drivers were subsequently identified via gamma-distributed generalised linear regression models. RESULTS During the 3 months prior to inclusion into the registry (baseline), the rate of hospital admissions and inpatient days was high. Unadjusted direct medical per capita costs (€19 818) exceeded indirect (€1 907) and direct non-medical costs (€1 125) by far. Country-specific total costs ranged from €8 713 in Italy to €28 788 in Poland. Highest expenses were caused by the disease categories 'diffuse parenchymal lung disease (DPLD)-diffuse developmental disorders' (€45 536) and 'DPLD-unclear in the non-neonate' (€47 011). During a follow-up time of up to 5 years, direct medical costs dropped, whereas indirect costs and non-medical costs remained stable. CONCLUSIONS This is the first prospective, longitudinal study analysing healthcare resource utilisation and costs for chILD across different European countries. Our results indicate that chILD is associated with high utilisation of healthcare services, placing a substantial economic burden on health systems.
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Affiliation(s)
- Elias Seidl
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, LMU, Munich, Germany
| | - Nicolaus Schwerk
- Department of Pediatric Pneumology, Allergology, and Neonatology, Hannover Medical School, German Center for Lung Research, Hannover, Germany
| | - Julia Carlens
- Department of Pediatric Pneumology, Allergology, and Neonatology, Hannover Medical School, German Center for Lung Research, Hannover, Germany
| | - Martin Wetzke
- Department of Pediatric Pneumology, Allergology, and Neonatology, Hannover Medical School, German Center for Lung Research, Hannover, Germany
| | - Steve Cunningham
- Department of Child Life and Health, Centre for Inflammation Research, University of Edinburgh, Edinburgh, UK
| | - Nagehan Emiralioğlu
- Department of Pediatric Pulmonology, School of Medicine, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Nural Kiper
- Department of Pediatric Pulmonology, School of Medicine, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Joanna Lange
- Department of Pediatric Pneumology and Allergy, Warszawski Uniwersytet Medyczny, Warszawa, Poland
| | - Katarzyna Krenke
- Department of Pediatric Pneumology and Allergy, Warszawski Uniwersytet Medyczny, Warszawa, Poland
| | - Nicola Ullmann
- Pediatric Pulmonology and Respiratory Intermediate Care Unit, Sleep and Long Term Ventilation Unit, Academic Department of Pediatrics (DPUO), Pediatric Hospital "Bambino Gesù" Research Institute, Rome, Italy
| | - Dora Krikovszky
- First Department of Paediatrics, Semmelweis University, Budapest, Hungary
| | | | - Phillen Maqhuzu
- Institute of Health Economics and Health Care Management, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,Comprehensive Pneumology Center-Munich (CPC-M), Member of the German Center for Lung Diseases DZL, Munich, Germany
| | - Charlotte A Griese
- Georg-August-Universität Göttingen, Faculty of Business and Economics, Göttingen, Germany
| | - Larissa Schwarzkopf
- Institute of Health Economics and Health Care Management, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,Comprehensive Pneumology Center-Munich (CPC-M), Member of the German Center for Lung Diseases DZL, Munich, Germany.,Institute of Health Economics and Health Care Management, Helmholtz Zentrum Munchen Deutsches Forschungszentrum fur Umwelt und Gesundheit, Neuherberg, Germany
| | - Matthias Griese
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, LMU, Munich, Germany .,Comprehensive Pneumology Center-Munich (CPC-M), Member of the German Center for Lung Diseases DZL, Munich, Germany
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7
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Seidl E, Schwerk N, Carlens J, Wetzke M, Emiralioğlu N, Kiper N, Lange J, Krenke K, Szepfalusi Z, Stehling F, Baden W, Hämmerling S, Jerkic SP, Proesmans M, Ullmann N, Buchvald F, Knoflach K, Kappler M, Griese M. Acute exacerbations in children's interstitial lung disease. Thorax 2022; 77:799-804. [PMID: 35149584 DOI: 10.1136/thoraxjnl-2021-217941] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 12/22/2021] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Acute exacerbations (AEs) increase morbidity and mortality of patients with chronic pulmonary diseases. Little is known about the characteristics and impact of AEs on children's interstitial lung disease (chILD). METHODS The Kids Lung Register collected data on AEs, the clinical course and quality of life (patient-reported outcomes - PRO) of rare paediatric lung diseases. Characteristics of AEs were obtained. RESULTS Data of 2822 AEs and 2887 register visits of 719 patients with chILD were recorded. AEs were characterised by increased levels of dyspnoea (74.1%), increased respiratory rate (58.6%) and increased oxygen demand (57.4%). Mostly, infections (94.4%) were suspected causing an AE. AEs between two register visits revealed a decline in predicted FEV1 (median -1.6%, IQR -8.0 to 3.9; p=0.001), predicted FVC (median -1.8%, IQR -7.5 to 3.9; p=0.004), chILD-specific questionnaire (median -1.3%, IQR -3.6 to 4.5; p=0.034) and the physical health summary score (median -3.1%, IQR -15.6 to 4.3; p=0.005) compared with no AEs in between visits. During the median observational period of 2.5 years (IQR 1.2-4.6), 81 patients died. For 49 of these patients (60.5%), mortality was associated with an AE. CONCLUSION This is the first comprehensive study analysing the characteristics and impact on the clinical course of AEs in chILD. AEs have a significant and deleterious effect on the clinical course and health-related quality of life in chILD.
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Affiliation(s)
- Elias Seidl
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, German Center for Lung Research, Munich, Germany
| | - Nicolaus Schwerk
- Clinic for Pediatric Pneumology, Allergology, and Neonatology, Hannover Medical School, German Center for Lung Research, Hannover, Germany
| | - Julia Carlens
- Clinic for Pediatric Pneumology, Allergology, and Neonatology, Hannover Medical School, German Center for Lung Research, Hannover, Germany
| | - Martin Wetzke
- Clinic for Pediatric Pneumology, Allergology, and Neonatology, Hannover Medical School, German Center for Lung Research, Hannover, Germany
| | - Nagehan Emiralioğlu
- Division of Pediatric Pulmonology, Hacettepe University Faculty of Medicine, Ankara, Turkey, Ankara, Turkey
| | - Nural Kiper
- Division of Pediatric Pulmonology, Hacettepe University Faculty of Medicine, Ankara, Turkey, Ankara, Turkey
| | - Joanna Lange
- Department of Pediatric Pneumology and Allergy, Medical University of Warsaw, Warsaw, Poland
| | - Katarzyna Krenke
- Department of Pediatric Pneumology and Allergy, Medical University of Warsaw, Warsaw, Poland
| | - Zsolt Szepfalusi
- Division of Pediatric Pulmonology, Allergy and Endocrinology, Departement of Pediatrics and Adolescent Medicine, Comprehensive Center of Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Florian Stehling
- Department of Pediatric Pulmonology and Sleep Medicine, University Children's Hospital Essen, Essen, Germany
| | - Winfried Baden
- Department of Pediatrics 2, Children's Hospital, Eberhard Karls University, Tuebingen, Germany
| | - Susanne Hämmerling
- Division of Pediatric Pulmonology & Allergy and Cystic Fibrosis Center, Department of Pediatrics III, University of Heidelberg, Germany, Heidelberg, Germany
| | - Silvija-Pera Jerkic
- Department of Allergy, Pneumology, and Cystic Fibrosis, Goethe University Frankfurt am Main, Frankfurt, Germany
| | - Marijke Proesmans
- Department of Pediatrics, Pediatric Pulmonology, University Hospital of Leuven, Leuven, Flanders, Belgium
| | - Nicola Ullmann
- Pediatric Pulmonology and Respiratory Intermediate Care Unit, Sleep and Long Term Ventilation Unit, Academic Department of Pediatrics (DPUO), Pediatric Hospital "Bambino Gesù" Research Institute, Roma, Italy
| | - Frederik Buchvald
- Department of Paediatrics and Adolescent Medicine, Paediatric Pulmonary Service, Copenhagen University Hospital, Rigshospitalet, Danish PCD & chILD Centre, CF Centre Copenhagen, Copenhagen, Denmark
| | - Katrin Knoflach
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, German Center for Lung Research, Munich, Germany
| | - Matthias Kappler
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, German Center for Lung Research, Munich, Germany
| | | | - Matthias Griese
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, German Center for Lung Research, Munich, Germany
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Woollam M, Siegel A, Grocki P, Saunders JL, Sanders DB, Agarwal M, Davis MD. Preliminary method for profiling volatile organic compounds in breath that correlate with pulmonary function and other clinical traits of subjects diagnosed with cystic fibrosis: a pilot study. J Breath Res 2022; 16. [PMID: 35120338 DOI: 10.1088/1752-7163/ac522f] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 02/04/2022] [Indexed: 11/12/2022]
Abstract
Cystic fibrosis (CF) is characterized by chronic respiratory infections which progressively decrease lung function over time. Affected individuals experience episodes of intensified respiratory symptoms called pulmonary exacerbations (PEx) which accelerate pulmonary function decline and decrease survival. There is no standard classification for PEx, which results in treatments that are heterogeneous. Improving PEx classification and management is a significant priority for people with CF. Previous studies have shown volatile organic compounds (VOCs) in exhaled breath can be used as biomarkers because they are products of metabolic pathways dysregulated by different diseases. To provide insights on PEx classification and other clinical factors, exhaled breath was collected from subjects with CF, with some experiencing PEx and others at baseline. Exhaled breath was collected in Tedlar bags during tidal breathing for VOC analysis by solid phase microextraction coupled to gas chromatography-mass spectrometry. Statistical significance testing between quantitative and categorical clinical variables displayed percent-predicted forced expiratory volume in one second (FEV1pp) was decreased in subjects experiencing PEx. VOCs correlating with other clinical variables (body mass index, age, use of highly effective modulator therapies, and need for antibiotics) were also explored. VOCs correlating to potential confounding variables were removed and analyzed by regression for correlations with FEV1pp measurements. The VOC with the highest correlation with FEV1pp (3,7-dimethyldecane) also gave the lowest p-value when comparing subjects at baseline and during PEx. Receiver operator characteristic curves showed 3,7-dimethyldecane had a higher ability to classify PEx (area under the curve (AUC) = 0.91) relative to FEV1pp values at collection (AUC = 0.83). However, normalized ΔFEV1pp values had the highest capability to distinguish PEx (AUC = 0.93). These results show that exhaled VOCs may be a source of biomarkers for various clinical traits of CF, including PEx, that should be explored in larger sample cohorts and validation studies.
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Affiliation(s)
- Mark Woollam
- Chemistry and Chemical Biology, Indiana University - Purdue University at Indianapolis, 755 West Michigan Street 1140, Indianapolis, Indiana, 46202, UNITED STATES
| | - Amanda Siegel
- Department of Chemistry and Chemical Biology, Indiana University Purdue University Indianapolis, 402 N Blackford St., LD326, Indianapolis, Indiana, 46202, UNITED STATES
| | - Paul Grocki
- Chemistry and Chemical Biology, Indiana University - Purdue University at Indianapolis, 755 West Michigan Street 1140, Indianapolis, Indiana, 46202, UNITED STATES
| | - Jessica L Saunders
- Pulmonology, Allergy, and Sleep Medicine, Riley Hospital for Children, 705 Riley Hospital Drive, Indianapolis, Indiana, 46202, UNITED STATES
| | - Don B Sanders
- Pulmonology, Allergy, and Sleep Medicine, Riley Hospital for Children, 705 Riley Hospital Drive, Indianapolis, Indiana, 46202, UNITED STATES
| | - Mangilal Agarwal
- Mechanical and Energy Engineering, Indiana University - Purdue University at Indianapolis, 755 West Michigan Street 1140, Indianapolis, Indiana, 46202, UNITED STATES
| | - Michael D Davis
- Pulmonary Medicine, Herman B Wells Center for Pediatric Research, 1044 W. Walnut St., Indianapolis, Indiana, 46202, UNITED STATES
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9
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Thorat T, McGarry LJ, Bonafede MM, Limone BL, Rubin JL, Jariwala-Parikh K, Konstan MW. Healthcare resource utilization and costs among children with cystic fibrosis in the United States. Pediatr Pulmonol 2021; 56:2833-2844. [PMID: 34138523 PMCID: PMC8456795 DOI: 10.1002/ppul.25535] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 05/18/2021] [Accepted: 06/02/2021] [Indexed: 11/18/2022]
Abstract
BACKGROUND Adverse health impacts of cystic fibrosis (CF) can be present in children before respiratory complications are observed. Children with CF show progressive health decline, with increasing lung function decline in adolescence. This study aims to quantify the healthcare resource utilization (HCRU) and costs attributable to CF by comparing children with CF with the general pediatric population. METHODS This retrospective, cross-sectional, observational study compared HCRU and costs among children with CF in the US with demographically similar children without CF (comparison group) over a 12-month period using administrative claims data spanning 2010-2017. Analyses were conducted by insurance type (commercially insured [COM] and Medicaid insured [MED]) and stratified by age (<2 years, 2 to <6 years, 6 to <12 years, and 12-17 years). RESULTS Children with CF (2831 COM and 1896 MED) were matched to children in the comparison group (8493 COM and 5688 MED). Higher prevalence of comorbidities was seen in children with CF versus the comparison group across all ages. Across all ages, HCRU attributable to CF was substantial (higher hospitalization rates, more outpatient and emergency room visits, and greater use of prescription medications), and there were higher associated costs (all p values < .05), in COM and MED populations. HCRU and costs attributable to CF were highest for children aged 12-17 years. CONCLUSIONS Substantial HCRU and costs are evident among children with CF across all ages, starting as young as infancy, with highest HCRU and costs among adolescents. Effective treatments from an early age are needed for children with CF.
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Affiliation(s)
- Teja Thorat
- Vertex Pharmaceuticals Incorporated, Boston, Massachusetts, USA
| | - Lisa J McGarry
- Vertex Pharmaceuticals Incorporated, Boston, Massachusetts, USA
| | - Machaon M Bonafede
- Veradigm Life Sciences, an Allscripts Healthcare LLC, Chicago, Illinois, USA.,Life Sciences, IBM Watson Health, Cambridge, Massachusetts, USA
| | | | - Jaime L Rubin
- Vertex Pharmaceuticals Incorporated, Boston, Massachusetts, USA
| | | | - Michael W Konstan
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA.,Department of Pediatrics, Rainbow Babies and Children's Hospital, Cleveland, Ohio, USA
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10
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Perkins RC, Shah M, Sawicki GS. An evaluation of healthcare utilization and clinical charges in children and adults with cystic fibrosis. Pediatr Pulmonol 2021; 56:928-938. [PMID: 33621440 DOI: 10.1002/ppul.25251] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 12/23/2020] [Accepted: 12/25/2020] [Indexed: 01/09/2023]
Abstract
BACKGROUND Prior studies have estimated healthcare costs for cystic fibrosis (CF) of $8000-$131,000, but do not account for impacts of CF modulator therapy. This study aims to assess utilization patterns and cost of CF care in a center in the United States. METHODS Care utilization patterns and costs at a large pediatric-adult CF center were examined from November 2017 to November 2018. Subjects were stratified by age and cost (excluding pharmacy costs) were calculated based on hospital-derived utilization charges. RESULTS A total of 166 patients were reviewed with mean clinical charges of $28,755. Lower lung function ($23,032 normal lung function, $62,293 moderate reduction, $186,786 severe reduction; p = .05), hospitalizations ($85,452 yes, $6362 no; p = .0001), Pseudomonas positive culture ($48,660 positive, $22,013 negative, p = .0001), and CF-related diabetes ($161,892 CFRD, $22,153 no CFRD; p = .001) were associated with increased charges. Patients utilizing Ivacaftor had lower charges compared to lumacaftor-ivacaftor ($6633 vs. $33,039; p = .05) and tezacaftor-ivacaftor ($6633 vs. $64,434; p = .002). CONCLUSION Our study characterized utilization and care charges among a CF cohort. Lower lung function, hospitalizations, and CFRD were associated with increased charges.
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Affiliation(s)
- Ryan C Perkins
- Division of Pulmonary Medicine, Boston Children's Hospital, Boston, Massachusetts, USA.,Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Mahek Shah
- Institute for Strategy and Competitiveness, Harvard Business School, Boston, Massachusetts, USA
| | - Gregory S Sawicki
- Division of Pulmonary Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
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11
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VanDevanter DR, Hamblett NM, Simon N, McIntosh J, Konstan MW. Evaluating assumptions of definition-based pulmonary exacerbation endpoints in cystic fibrosis clinical trials. J Cyst Fibros 2021; 20:39-45. [PMID: 32682670 PMCID: PMC7362840 DOI: 10.1016/j.jcf.2020.07.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 07/09/2020] [Accepted: 07/09/2020] [Indexed: 01/04/2023]
Abstract
BACKGROUND Cystic fibrosis (CF) pulmonary exacerbations can be serious respiratory events and reduction in exacerbation rate or risk are important efficacy endpoints for CF therapeutic trials. Variability in exacerbation diagnoses and treatment have led drug developers to employ "objective" exacerbation definitions combining antimicrobial treatment (AT) and the presence of ≥4 of 12 respiratory criteria (first published by Fuchs et al. [NEJM 1994;331(10):637-42]). Assumptions underlying this approach have yet to be formally evaluated. METHODS Respiratory events (RE) observed during a 48-week trial of ataluren (NCT02139306), a read-through agent for premature nonsense codons, were compared across six exacerbation definitions: any AT, intravenous AT (IVAT), ≥4 Fuchs criteria present, AT plus ≥4 Fuchs criteria, IVAT plus ≥4 Fuchs criteria, and investigator assessment. Fuchs definitions were evaluated by assessing missingness of individual criteria and associations between criteria presence and clinician exacerbation assessment. RESULTS Among 751 RE, more than one third had ≥4 Fuchs criteria present but were not assessed as exacerbations by investigators. Data for ≥1 and for 4 Fuchs criteria, respectively, were missing for ~ 90% and >30% of RE. Only 6/12 Fuchs criteria were present more often when investigators assessed RE as exacerbations than when they did not. CONCLUSIONS "Objective" definitions have shortcomings inconsistent with their purpose of optimizing exacerbation capture in clinical trials : 1) they capture events clinicians do not consider exacerbations, 2) are prone to data missingness which can bias the likelihood of meeting the definition, and 3) employ criteria that are not associated with investigator assessment of exacerbation.
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Affiliation(s)
- Donald R. VanDevanter
- Case Western Reserve University School of Medicine, Cleveland, OH, USA,Corresponding author at: 12520 33rd Street CT E, Edgewood, WA, 98372, USA
| | | | - Noah Simon
- University of Washington and Seattle Children's Hospital, Seattle, WA, USA
| | | | - Michael W. Konstan
- Case Western Reserve University School of Medicine, Cleveland, OH, USA,Rainbow Babies and Children's Hospital, Cleveland, OH, USA
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12
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Somayaji R, Nichols DP, Bell SC. Cystic fibrosis - Ten promising therapeutic approaches in the current era of care. Expert Opin Investig Drugs 2020; 29:1107-1124. [PMID: 32744089 DOI: 10.1080/13543784.2020.1805733] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
INTRODUCTION Cystic fibrosis (CF) is a genetic disease affecting multiple organ systems. Research and innovations in novel therapeutic agents and health care delivery have resulted in dramatic improvements in quality of life and survival for people with CF. Despite this, significant disease burden persists for many and this is compounded by disparities in treatment access and care which globally necessitates further work to improve outcomes. Because of the advent of numerous therapies which include gene-targeted modulators in parallel with specialized care delivery models, innovative efforts continue. AREAS COVERED In this review, we discuss the available data on investigational agents in clinical development and currently available treatments for CF. We also evaluate approaches to care delivery, consider treatment gaps, and propose future directions for advancement. EXPERT OPINION Since the discovery of the CF gene, CFTR modulators have provided a hallmark of success, even though it was thought not previously possible. This has led to reinvigorated efforts and innovations in treatment approaches and care delivery. Numerous challenges remain because of genetic and phenotypic heterogeneity, access issues, and therapeutic costs, but the collaborative approach between stakeholders for continued innovation fuels optimism. Abbreviations: CF cystic fibrosis; CFF Cystic Fibrosis Foundation (USA); CFTR cystic fibrosis transmembrane regulator; CRISPR clustered regularly interspaced short palindromic repeats; COX cyclo oxygenase; FDA US Food and Drug Administration; FEV1% forced expiratory volume in one second % predicted; F508del deletion of phenylalanine (F) in the 508th position (most common mutation); G551D substitution of the amino acid glycine by aspartate at position 551 in the nucleotide binding domain-1 of the CFTR gene; LMIC low- and middle-income country; LTB4 leukotriene B4; MDT multi-disciplinary care team; NO nitric oxide; NSAIDs non-steroidal anti-inflammatory drugs; SLPI secretory leukocyte protease inhibitor.
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Affiliation(s)
- Ranjani Somayaji
- Departments of Medicine; Microbiology, Immunology & Infectious Disease; Community Health Sciences, University of Calgary , Calgary, AB, Canada.,Snyder Institute for Chronic Diseases , Calgary, AB, Canada.,O'Brien Institute for Public Health , Calgary, AB, Canada
| | - Dave P Nichols
- Department of Pediatrics, Seattle Children's Hospital , Seattle, WA, USA.,Department of Pediatrics, University of Washington , Seattle, WA, USA.,Seattle Children's Research Institute , Seattle, WA, USA
| | - Scott C Bell
- Department of Thoracic Medicine, The Prince Charles Hospital , Brisbane, QLD, Australia.,Children's Health Research Centre, Faculty of Medicine, The University of Queensland , Brisbane, QLD, Australia.,Translational Research Institute , Brisbane, QLD, Australia
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13
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Mohindru B, Turner D, Sach T, Bilton D, Carr S, Archangelidi O, Bhadhuri A, Whitty JA. Health economic modelling in Cystic Fibrosis: A systematic review. J Cyst Fibros 2019; 18:452-460. [PMID: 30738801 DOI: 10.1016/j.jcf.2019.01.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Revised: 01/03/2019] [Accepted: 01/21/2019] [Indexed: 01/10/2023]
Abstract
INTRODUCTION Cystic Fibrosis (CF) is a heritable chronic condition. Due to the genetic and progressive nature of CF, a number of interventions are available for the condition. In the United Kingdom (U.K.) average annual cost of CF treatment is between €49,000 to €76,000 (2012) per patient [1]. A review of health economic modelling studies is warranted to provide decision makers and researchers with an in depth understanding of modelling practices in CF and guidance for future research. METHODS Online searches were performed in the 5 databases, studies were included if they were: a) Model based economic evaluation for management of Cystic Fibrosis. Articles were restricted to English language only, but no restriction was applied on publication year. RESULTS Nine studies were reviewed, most were Markov cohort models. Models evaluated pharmaceutical interventions and drug adherence. Modelling structure was consistent across most articles and a range of sources were used to populate the models. Cost and utility data were based on different sources and elicitation methods respectively. The majority of models failed to incorporate significant health events which impact both cost and disease progression. CONCLUSION In our review we observed a lack of, application of European Medicines Agency (EMA) guidelines for clinical trial endpoints, model structure justifications and lastly, health-related quality of life derived utility information around important clinical events. Future work around conceptual modelling of CF progression, utility valuation of significant health events and meeting EMA guidelines for trial reporting is encouraged.
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Affiliation(s)
- Bishal Mohindru
- Norwich Medical School, Norwich Research Park, University of East Anglia, Norwich, Norfolk NR4 7TJ, UK.
| | - David Turner
- Norwich Medical School, Norwich Research Park, University of East Anglia, Norwich, Norfolk NR4 7TJ, UK
| | - Tracey Sach
- Norwich Medical School, Norwich Research Park, University of East Anglia, Norwich, Norfolk NR4 7TJ, UK
| | - Diana Bilton
- Imperial College London, Emmanuel Kaye Building, 1B Manresa Road, London SW3 6LR, UK
| | - Siobhan Carr
- Imperial College London, Emmanuel Kaye Building, 1B Manresa Road, London SW3 6LR, UK
| | | | - Arjun Bhadhuri
- The University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Jennifer A Whitty
- Norwich Medical School, Norwich Research Park, University of East Anglia, Norwich, Norfolk NR4 7TJ, UK
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Abstract
Cystic fibrosis (CF) is the most common life-limiting genetic disease in Caucasian patients. Continued advances have led to improved survival, and adults with CF now outnumber children. As our understanding of the disease improves, new therapies have emerged that improve the basic defect, enabling patient-specific treatment and improved outcomes. However, recurrent exacerbations continue to lead to morbidity and mortality, and new pathogens have been identified that may lead to worse outcomes. In addition, new complications, such as CF-related diabetes and increased risk of gastrointestinal cancers, are creating new challenges in management. For patients with end-stage disease, lung transplantation has remained one of the few treatment options, but challenges in identifying the most appropriate patients remain.
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Affiliation(s)
- Michael M Rey
- Division of Pulmonary, Allergy and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA; , ,
| | - Michael P Bonk
- Division of Pulmonary, Allergy and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA; , ,
| | - Denis Hadjiliadis
- Division of Pulmonary, Allergy and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA; , ,
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15
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Sharma D, Xing S, Hung YT, Caskey RN, Dowell ML, Touchette DR. Cost-effectiveness analysis of lumacaftor and ivacaftor combination for the treatment of patients with cystic fibrosis in the United States. Orphanet J Rare Dis 2018; 13:172. [PMID: 30268148 PMCID: PMC6162947 DOI: 10.1186/s13023-018-0914-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Accepted: 09/12/2018] [Indexed: 01/12/2023] Open
Abstract
Background Lumacaftor/ivacaftor was approved by the Food and Drug Administration (FDA) as a combination treatment for Cystic Fibrosis (CF) patients who are homozygous for the F508del mutation. The objective of this study was to assess the cost-effectiveness of lumacaftor/ivacaftor combination for the treatment of CF homozygous for F508del CF Transmembrane Conductance Regulator (CFTR) mutation. Methods A Markov-state transition model following a cohort of 12 year-old CF patients homozygous for F508del CFTR mutation in the United States (US) over two, four, six, eight and ten years from a payer’s perspective was developed using TreeAge Pro 2016. Markov states included: mild (percentage of predicted forced expiratory volume in 1 s or FEV1 > 70%), moderate (FEV1 40–70%), severe (FEV1 < 40%) disease, post-transplant, and death. Pulmonary exacerbation and lung transplant were included as transition states. All the input parameters were estimated from the literature. A 1-year cycle length and 3% discount rate were applied. To assess uncertainty in long-term treatment effects, several scenarios were modelled: 100% long-term effectiveness (base-case), defined as improvement in FEV1 in the first year followed by no annual FEV1 decline and a constant reduction in pulmonary exacerbations throughout, 75%, 50%, 25% and 0% (worst case) long-term effectiveness, where treatment effects were intermediate from the second year of treatment until the end of the time horizon. Other scenarios included changing the starting age of the cohort to 6 and 25 years. Primary outcome included incremental cost-effectiveness ratio (ICER) in terms of cost per quality adjusted life year (QALY) gained. One-way and probabilistic sensitivity analyses were performed to determine uncertainty. Results Under the base-case, Lumacaftor/ivacaftor resulted in higher QALYs (7.29 vs 6.84) but at a very high cost ($1,778,920.88) compared to usual care ($116,155.76) over a 10-year period. The ICER for base-case and worst-case scenarios were $3,655,352 / QALY, and $8,480,265/QALY gained, respectively. In the base-case, lumacaftor/ivacaftor was cost-effective at a threshold of $150,000/QALY-gained when annual drug costs were lower than $4153. The results were not substantially affected by the sensitivity analyses. Conclusions The intervention produces large QALY gains but at an extremely high cost, resulting in an ICER that would not typically be covered by any insurer. Lumacaftor/ivacaftor’s status as an orphan drug complicates coverage decisions.
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Affiliation(s)
- Dolly Sharma
- Department of Pharmacy Systems, Outcomes & Policy, College of Pharmacy, University of Illinois at Chicago, Chicago, IL, USA
| | - Shan Xing
- Department of Pharmacy Systems, Outcomes & Policy, College of Pharmacy, University of Illinois at Chicago, Chicago, IL, USA
| | - Yu-Ting Hung
- Department of Pharmacy Systems, Outcomes & Policy, College of Pharmacy, University of Illinois at Chicago, Chicago, IL, USA
| | - Rachel N Caskey
- Departments of Internal Medicine and Pediatrics, University of Illinois at Chicago, Chicago, IL, USA
| | - Maria L Dowell
- Section of Pulmonary and Sleep Medicine, Department of Pediatrics, The University of Chicago, Chicago, IL, USA
| | - Daniel R Touchette
- Department of Pharmacy Systems, Outcomes & Policy, College of Pharmacy, University of Illinois at Chicago, Chicago, IL, USA.
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16
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Stephen MJ, Long A, Bonsall C, Hoag JB, Shah S, Bisberg D, Holsclaw D, Varlotta L, Fiel S, Du D, Zanni R, Hadjiliadis D. Daily spirometry in an acute exacerbation of adult cystic fibrosis patients. Chron Respir Dis 2018; 15:258-264. [PMID: 29183160 PMCID: PMC6100161 DOI: 10.1177/1479972317743756] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Accepted: 10/18/2017] [Indexed: 11/18/2022] Open
Abstract
To help answer the question of length of intravenous antibiotics during an acute exacerbation of cystic fibrosis (CF), we had subjects to follow daily home spirometry while on intravenous antibiotics. CF patients, 18 and older, with an acute exacerbation requiring intravenous antibiotics had a daily FEV1. The average time to a 10% increase over their initial sick FEV1 was calculated, as well as the time to a new baseline. A total of 25 subjects completed the study. Ten of the 25 subjects did not have a sustainable 10% increase in FEV1. Of the 15 subjects with a sustainable 10% increase in FEV1, it took 5.2 days (±4.5) after day 1, while a new baseline was achieved on average at 6.6 days (±4.8) after day 1. Given the wide range of time to a 10% improvement and new baseline, it is recommended there should be flexibility in length of intravenous antibiotics in CF, not by a preset number.
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Affiliation(s)
- Michael J Stephen
- Division of Pulmonary and Critical Care, Drexel University School of Medicine, Philadelphia, PA, USA
| | - Alex Long
- Drexel University School of Public Health, Philadelphia, PA, USA
| | - Chad Bonsall
- Division of Pulmonary and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
| | - Jeffrey B Hoag
- Division of Pulmonary and Critical Care, Drexel University School of Medicine, Philadelphia, PA, USA
| | - Smita Shah
- Barnabas Health Medical Group, Saint Barnabas Medical Center, Pediatric Specialty Center, West Orange, NJ, USA
| | - Dorothy Bisberg
- Barnabas Health Medical Group, Saint Barnabas Medical Center, Pediatric Specialty Center, West Orange, NJ, USA
| | - Douglas Holsclaw
- Division of Pulmonary and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
| | - Laurie Varlotta
- St Chrisophter’s Hospital for Children, Philadelphia, PA, USA
| | - Stan Fiel
- Atlantic Health System, Morristown, NJ, USA
| | | | | | - Denis Hadjiliadis
- Division of Pulmonary and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
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17
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Dilokthornsakul P, Patidar M, Campbell JD. Forecasting the Long-Term Clinical and Economic Outcomes of Lumacaftor/Ivacaftor in Cystic Fibrosis Patients with Homozygous phe508del Mutation. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2017; 20:1329-1335. [PMID: 29241892 DOI: 10.1016/j.jval.2017.06.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Revised: 06/18/2017] [Accepted: 06/23/2017] [Indexed: 06/07/2023]
Abstract
OBJECTIVES To forecast lifetime outcomes and cost of lumacaftor/ivacaftor combination therapy in patients with cystic fibrosis (CF) with homozygous phe508del mutation from the US payer perspective. METHODS A lifetime Markov model was developed from a US payer perspective. The model included five health states: 1) mild lung disease (percent predicted forced expiratory volume in 1 second [FEV1] >70%), 2) moderate lung disease (40% ≤ FEV1 ≤ 70%), 3) severe lung disease (FEV1 < 40%), 4) lung transplantation, and 5) death. All inputs were derived from published literature. We estimated lumacaftor/ivacaftor's improvement in outcomes compared with a non-CF referent population as well as CF-specific mortality estimates. RESULTS Lumacaftor/ivacaftor was associated with additional 2.91 life-years (95% credible interval 2.55-3.56) and additional 2.42 quality-adjusted life-years (QALYs) (95% credible interval 2.10-2.98). Lumacaftor/ivacaftor was associated with improvements in survival and QALYs equivalent to 27.6% and 20.7%, respectively, for the survival and QALY gaps between CF usual care and their non-CF peers. The incremental lifetime cost was $2,632,249. CONCLUSIONS Lumacaftor/ivacaftor increased life-years and QALYs in CF patients with the homozygous phe508del mutation and moved morbidity and mortality closer to that of their non-CF peers but it came with higher cost.
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Affiliation(s)
- Piyameth Dilokthornsakul
- Center of Pharmaceutical Outcomes Research, Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand.
| | - Mausam Patidar
- Center for Pharmaceutical Outcomes Research, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Jonathan D Campbell
- Center for Pharmaceutical Outcomes Research, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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18
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Sanders DB, Zhao Q, Li Z, Farrell PM. Poor recovery from cystic fibrosis pulmonary exacerbations is associated with poor long-term outcomes. Pediatr Pulmonol 2017; 52:1268-1275. [PMID: 28881091 PMCID: PMC5639928 DOI: 10.1002/ppul.23765] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Accepted: 06/20/2017] [Indexed: 02/02/2023]
Abstract
RATIONALE People with CF treated with IV antibiotics for a pulmonary exacerbation (PEx) frequently fail to recover to baseline FEV1 . The long-term impact of these events has not been studied. OBJECTIVES To determine if a patient's spirometric recovery after a PEx is associated with time to next PEx within 1 year, the spirometric recovery after the next PEx, and/or the number of PEx episodes in the next 3 years. METHODS We used data from the CF Foundation Patient Registry from 2004 to 2011. We randomly selected one PEx per patient that met inclusion/exclusion criteria. Patients were defined as Non-Responders if their best FEV1 (in liters) recorded in the 3 months after the PEx was <90% of the best FEV1 (in liters) in the 6 months before the PEx. We compared Responders and Non-Responders using multivariable regression models. RESULTS We randomly chose 13 954 PEx episodes that met inclusion/exclusion criteria. A total of 2 762 (19.8%) patients were classified as Non-Responders. Non-Responders had a shorter median time to the next PEx, 235 (95%CI 218, 252) days, versus >365 days for Responders. Thirty-four percent of Non-Responders at the initial PEx were also Non-Reponders at the next PEx, versus 20% of Responders at the initial PEx. Non-Responders had more PEx episodes over the next 3 years, 4.99 (95%CI 4.84, 5.13), than Responders, 3.46 (95%CI 3.41, 3.51). CONCLUSIONS Poor recovery after a PEx is associated with a shorter time to the next PEx, increased risk of poor recovery at a second PEx, and more frequent subsequent PEx treatments.
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Affiliation(s)
- Don B Sanders
- Department of Pediatrics, Riley Hospital for Children, School of Medicine, Indiana University, Indianapolis, Indiana
| | - Qianqian Zhao
- Department of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin
| | - Zhanhai Li
- Department of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin.,Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin
| | - Philip M Farrell
- Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin
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Jackson AD, Jackson AL, Fletcher G, Doyle G, Harrington M, Zhou S, Cullinane F, Gallagher C, McKone E. Estimating Direct Cost of Cystic Fibrosis Care Using Irish Registry Healthcare Resource Utilisation Data, 2008-2012. PHARMACOECONOMICS 2017; 35:1087-1101. [PMID: 28699086 DOI: 10.1007/s40273-017-0530-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
BACKGROUND Understanding the determinants of cost of cystic fibrosis (CF) care and health outcomes may be useful for financial planning for the delivery of CF services. Registries contain information otherwise unavailable to healthcare activity/cost monitoring systems. We estimated the direct medical cost of CF care using registry data and examined how cost was affected by patient characteristics and CF gene (CF Transmembrane Conductance Regulator [CFTR]) mutation. METHODS Healthcare resource utilisation data (2008-2012) were obtained for CF patients enrolled with the Irish CF Registry by 2013 from linked registry and national hospitalisation database records. Mean annual hospitalisation and medication per-patient costs were estimated by demographic profile, CFTR mutation, clinical status, and CF co-morbidity, and were presented in 2014 euro values. A mixed-effects regression model was used to examine the effect of demographic, CFTR mutation, and clinical outcomes on the log10 cost of direct medical CF care. RESULTS Using 4261 observations from 1100 patients, we found that the median annual total cost per patient increased over the period 2008-2012 from €12,659 to €16,852, inpatient bed-day cost increased from €14,026 to €17,332, and medication cost increased from €5863 to €12,467. Homozygous F508-CFTR mutation (class II) cost was highest and milder mutation (class IV/V) cost was 49% lower. Baseline estimated cost in 2008 for a hypothetical underweight, homozygous F508del-CFTR 6-year-old female without chronic Pseudomonas aeruginosa/Staphylococcus aureus, CF-related diabetes (CFRD) or methicillin-resistant S. aureus (MRSA), and with a poor percent predicted forced expiratory volume in 1 s (ppFEV1) was €10,113, and was €21,082 in a 25-year-old with the same hypothetical profile. Chronic P. aeruginosa infection increased baseline cost by 39%, CF co-morbidity diabetes by 18%, and frequency of pulmonary exacerbation by 15%. Underweight, declining ppFEV1, chronic S. aureus colonisation, and time also influenced cost. CONCLUSIONS CFTR mutation is an important factor influencing the cost of CF care. Costs differ among cohorts of CF patients eligible to access new and emerging CFTR repair therapies. These findings support the evaluation of outcome-associated cost in CFTR mutation-specific CF patient groups.
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Affiliation(s)
- Abaigeal D Jackson
- Cystic Fibrosis Registry of Ireland, Woodview House, UCD Belfield, Dublin 4, Ireland.
| | - Andrew L Jackson
- School of Natural Sciences, Zoology Building, Trinity College Dublin, Dublin 2, Ireland
| | - Godfrey Fletcher
- Cystic Fibrosis Registry of Ireland, Woodview House, UCD Belfield, Dublin 4, Ireland
| | - Gerardine Doyle
- UCD School of Business, Room Q210, Quinn School of Business, Belfield, Dublin 4, Ireland
| | - Mary Harrington
- Cystic Fibrosis Registry of Ireland, Woodview House, UCD Belfield, Dublin 4, Ireland
| | - Shijun Zhou
- Cystic Fibrosis Registry of Ireland, Woodview House, UCD Belfield, Dublin 4, Ireland
| | - Fiona Cullinane
- UCD School of Public Health, Physiotherapy and Sport Science, Woodview House, UCD Belfield, Dublin 4, Ireland
| | | | - Edward McKone
- St Vincent's University Hospital, Elm Park, Dublin 4, Ireland
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20
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Sanders DB, Li Z, Zhao Q, Farrell PM. Poor recovery from a pulmonary exacerbation does not lead to accelerated FEV 1 decline. J Cyst Fibros 2017; 17:S1569-1993(17)30818-4. [PMID: 28765072 PMCID: PMC5788732 DOI: 10.1016/j.jcf.2017.07.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2016] [Revised: 06/30/2017] [Accepted: 07/04/2017] [Indexed: 11/23/2022]
Abstract
BACKGROUND Patients with CF treated for pulmonary exacerbations (PEx) may experience faster subsequent declines in FEV1. Additionally, incomplete recovery to baseline FEV1 occurs frequently following PEx treatment. Whether accelerated declines in FEV1 are preceded by poor PEx recovery has not been studied. METHODS Using 2004 to 2011 CF Foundation Patient Registry data, we randomly selected one PEx among patients ≥6years of age with no organ transplantations, ≥12months of data before and after the PEx, and ≥1 FEV1 recorded within the 6months before and 3months after the PEx. We defined poor PEx recovery as the best FEV1 in the 3months after the PEx <90% of the best FEV1 in the 6months before the PEx. We calculated mean (95% CI) hazard ratios (HR) of having >5% predicted/year FEV1 decline and poor PEx recovery using multi-state Markov models. RESULTS From 13,954 PEx, FEV1 declines of >5% predicted/year were more likely to precede poor spirometric recovery, HR 1.17 (1.08, 1.26), in Markov models adjusted for age and sex. Non-Responders were less likely to have a subsequent fast FEV1 decline, HR 0.41 (0.37, 0.46), than patients who recovered to >90% of baseline FEV1 following PEx treatment. CONCLUSIONS Accelerated declines in FEV1 are more likely to precede a PEx with poor recovery than to occur in the following year. Preventing or halting declines in FEV1 may also have the benefit of preventing PEx episodes.
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Affiliation(s)
- Don B Sanders
- Department of Pediatrics, Riley Hospital for Children, School of Medicine, Indiana University, Indiana, IN, USA.
| | - Zhanhai Li
- Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA; Department of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Qianqian Zhao
- Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA; Department of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Philip M Farrell
- Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
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Flume PA, Wainwright CE, Elizabeth Tullis D, Rodriguez S, Niknian M, Higgins M, Davies JC, Wagener JS. Recovery of lung function following a pulmonary exacerbation in patients with cystic fibrosis and the G551D-CFTR mutation treated with ivacaftor. J Cyst Fibros 2017; 17:83-88. [PMID: 28651844 DOI: 10.1016/j.jcf.2017.06.002] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Revised: 06/05/2017] [Accepted: 06/06/2017] [Indexed: 10/19/2022]
Abstract
BACKGROUND Pulmonary exacerbations (PEx) are associated with acute loss of lung function that is often not recovered after treatment. We investigated lung function recovery following PEx for ivacaftor- and placebo-treated subjects. METHODS Short- and long-term pulmonary function recovery data after PEx were summarized from a placebo-controlled trial in 161 cystic fibrosis patients≥12years old with the G551D-CFTR mutation (NCT00909532). Short-term recovery was measured 2 to 8weeks after treatment, and long-term recovery was determined at the end-of-study, both compared with baseline measured just prior to the PEx. RESULTS Fewer patients receiving ivacaftor experienced a PEx than patients receiving placebo (33.7% vs. 56.4%; P=0.004) and had a lower adjusted incidence rate of PEx (0.589 vs. 1.382; P<0.001). The proportion of PEx followed by full short-term recovery of percent predicted forced expiratory volume in 1s was similar (ivacaftor vs. placebo, 57.1% vs. 53.7), as was the proportion of patients having long-term recovery (46.4% vs. 47.7%). CONCLUSIONS Ivacaftor treatment reduces the frequency of PEx but does not improve on the rate of complete lung function recovery after PEx when compared with placebo.
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Affiliation(s)
- Patrick A Flume
- Departments of Medicine and Pediatrics, Medical University of South Carolina, 96 Jonathan Lucas St, Room 812-CSB, MSC 630, Charleston, SC 29425, USA.
| | - Claire E Wainwright
- University of Queensland, Level 7, Centre for Child Health Research, Graham St, South Brisbane, Queensland 4101, Australia; Lady Cilento Children's Hospital, 501 Stanley St, South Brisbane 4101, Australia.
| | - D Elizabeth Tullis
- Division of Respirology, Keenan Research Centre of Li Ka Shing Knowledge Institute, Department of Medicine, St. Michael's Hospital, University of Toronto, 1 King's College Circle, 6263 Medical Sciences Building, Toronto, ON M5S 1A8, Canada.
| | - Sally Rodriguez
- Johnson & Johnson Medical Devices, 325 Paramount Dr, Raynham, MA 02767, USA.
| | - Minoo Niknian
- Vertex Pharmaceuticals Incorporated, 50 Northern Avenue, Boston, MA 02210, USA.
| | - Mark Higgins
- Vertex Pharmaceuticals (Europe) Limited, 86-88 Jubilee Avenue, Milton Park, Abingdon, Oxfordshire OX14 4RW, UK.
| | - Jane C Davies
- National Heart and Lung Institute, Imperial College, London, UK; Department of Pediatric Respiratory Medicine, Royal Brompton and Harefield National Health Service Foundation Trust, Sydney Street, London SW3 6NP, UK.
| | - Jeffrey S Wagener
- Department of Pediatrics, University of Colorado School of Medicine, 13123 E 16th Ave, Aurora, CO 80045, USA.
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22
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Sanders DB, Solomon GM, Beckett VV, West NE, Daines CL, Heltshe SL, VanDevanter DR, Spahr JE, Gibson RL, Nick JA, Marshall BC, Flume PA, Goss CH. Standardized Treatment of Pulmonary Exacerbations (STOP) study: Observations at the initiation of intravenous antibiotics for cystic fibrosis pulmonary exacerbations. J Cyst Fibros 2017; 16:592-599. [PMID: 28460885 DOI: 10.1016/j.jcf.2017.04.005] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Revised: 03/07/2017] [Accepted: 04/04/2017] [Indexed: 11/18/2022]
Abstract
BACKGROUND The Standardized Treatment of Pulmonary Exacerbations (STOP) program has the intent of defining best practices in the treatment of pulmonary exacerbations (PEx) in patients with cystic fibrosis (CF). The objective of this analysis was to describe the clinical presentations of patients admitted for intravenous (IV) antibiotics and enrolled in a prospective observational PEx study as well as to understand physician treatment goals at the start of the intervention. METHODS We enrolled adolescents and adults admitted to the hospital for a PEx treated with IV antibiotics. We recorded patient and PEx characteristics at the time of enrollment. We surveyed treating physicians on treatment goals as well as their willingness to enroll patients in various study designs. Additional demographic and clinical data were obtained from the CF Foundation Patient Registry. RESULTS Of 220 patients enrolled, 56% were female, 19% were adolescents, and 71% were infected with P. aeruginosa. The mean (SD) FEV1 at enrollment was 51.1 (21.6)% predicted. Most patients (85%) experienced symptoms for ≥7days before admission, 43% had received IV antibiotics within the previous 6months, and 48% received oral and/or inhaled antibiotics prior to IV antibiotic initiation. Forty percent had ≥10% FEV1 decrease from their best value recorded in the previous 6months, but for 20% of patients, their enrollment FEV1 was their best FEV1 recorded within the previous 6months. Physicians reported that their primary treatment objectives were lung function recovery (53%) and improvement of symptoms (47%) of PEx. Most physicians stated they would enroll patients in studies involving 10-day (72%) or 14-day (87%), but not 7-day (29%), treatment regimens. CONCLUSIONS Based on the results of this study, prospective studies are feasible and physician willingness for interventional studies of PEx exists. Results of this observational study will help design future PEx trials.
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Affiliation(s)
- Don B Sanders
- Department of Pediatrics, University of Wisconsin-Madison, Madison, WI, USA.
| | - George M Solomon
- Department of Medicine, Gregory Fleming James Cystic Fibrosis Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Valeria V Beckett
- Cystic Fibrosis Foundation Therapeutics Development Network Coordinating Center, Seattle Children's Research Institute, Seattle, WA, USA
| | - Natalie E West
- Department of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Cori L Daines
- Department of Pediatrics, University of Arizona, Tucson, AZ, USA
| | - Sonya L Heltshe
- Cystic Fibrosis Foundation Therapeutics Development Network Coordinating Center, Seattle Children's Research Institute, Seattle, WA, USA; Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, USA
| | - Donald R VanDevanter
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Jonathan E Spahr
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Ronald L Gibson
- Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, USA
| | - Jerry A Nick
- Department of Medicine, National Jewish Health, Denver, CO, USA
| | | | - Patrick A Flume
- Departments of Medicine and Pediatrics, Medical University of South Carolina, Charleston, SC, USA
| | - Christopher H Goss
- Cystic Fibrosis Foundation Therapeutics Development Network Coordinating Center, Seattle Children's Research Institute, Seattle, WA, USA; Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, USA; Department of Medicine, University of Washington, Seattle, WA, USA
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23
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VanDevanter DR, Heltshe SL, Spahr J, Beckett VV, Daines CL, Dasenbrook EC, Gibson RL, Raksha J, Sanders DB, Goss CH, Flume PA. Rationalizing endpoints for prospective studies of pulmonary exacerbation treatment response in cystic fibrosis. J Cyst Fibros 2017; 16:607-615. [PMID: 28438499 DOI: 10.1016/j.jcf.2017.04.004] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Revised: 03/08/2017] [Accepted: 04/04/2017] [Indexed: 11/30/2022]
Abstract
BACKGROUND Given the variability in pulmonary exacerbation (PEx) management within and between Cystic Fibrosis (CF) Care Centers, it is possible that some approaches may be superior to others. A challenge with comparing different PEx management approaches is lack of a community consensus with respect to treatment-response metrics. In this analysis, we assess the feasibility of using different response metrics in prospective randomized studies comparing PEx treatment protocols. METHODS Response parameters were compiled from the recent STOP (Standardized Treatment of PEx) feasibility study. Pulmonary function responses (recovery of best prior 6-month and 12-month FEV1% predicted and absolute and relative FEV1% predicted improvement from treatment initiation) and sign and symptom recovery from treatment initiation (measured by the Chronic Respiratory Infection Symptom Score [CRISS]) were studied as categorical and continuous variables. The proportion of patients retreated within 30days after the end of initial treatment was studied as a categorical variable. Sample sizes required to adequately power prospective 1:1 randomized superiority and non-inferiority studies employing candidate endpoints were explored. RESULTS The most sensitive endpoint was mean change in CRISS from treatment initiation, followed by mean absolute FEV1% predicted change from initiation, with the two responses only modestly correlated (R2=.157; P<0.0001). Recovery of previous best FEV1 was a problematic endpoint due to missing data and a substantial proportion of patients beginning PEx treatment with FEV1 exceeding their previous best measures (12.1% >12-month best, 19.6% >6-month best). Although mean outcome measures deteriorated approximately 2-weeks post-treatment follow-up, the effect was non-uniform: 62.7% of patients experienced an FEV1 worsening versus 49.0% who experienced a CRISS worsening. CONCLUSIONS Results from randomized prospective superiority and non-inferiority studies employing mean CRISS and FEV1 change from treatment initiation should prove compelling to the community. They will need to be large, but appear feasible.
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Affiliation(s)
- D R VanDevanter
- Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA.
| | - S L Heltshe
- University of Washington, Seattle, WA 98121, USA; CFF Therapeutics Development Network Coordinating Center, Seattle Children's Research Institute, Seattle, WA 98105, USA
| | - J Spahr
- Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA 15224, USA
| | - V V Beckett
- CFF Therapeutics Development Network Coordinating Center, Seattle Children's Research Institute, Seattle, WA 98105, USA
| | - C L Daines
- University of Arizona, Tucson, AZ 85724, USA
| | - E C Dasenbrook
- Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - R L Gibson
- CFF Therapeutics Development Network Coordinating Center, Seattle Children's Research Institute, Seattle, WA 98105, USA
| | - Jain Raksha
- University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - D B Sanders
- University of Wisconsin, Madison, WI 53792, USA
| | - C H Goss
- University of Washington, Seattle, WA 98121, USA; CFF Therapeutics Development Network Coordinating Center, Seattle Children's Research Institute, Seattle, WA 98105, USA
| | - P A Flume
- Medical University of South Carolina, Charleston, SC 29425, USA
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24
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Kopciuch D, Zaprutko T, Paczkowska A, Nowakowska E. Costs of treatment of adult patients with cystic fibrosis in Poland and internationally. Public Health 2017; 148:49-55. [PMID: 28404533 DOI: 10.1016/j.puhe.2017.03.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Revised: 02/13/2017] [Accepted: 03/03/2017] [Indexed: 11/24/2022]
Abstract
OBJECTIVES Despite its low prevalence, cystic fibrosis (CF) may have a considerable impact on healthcare system expenditures in terms of direct healthcare costs and lost productivity. This study was aimed at calculation of costs associated with CF treatment in Poland, as well as at comparison of average costs of treatment of CF patients in selected countries, taking into account the purchasing power parity. STUDY DESIGN Retrospective study. METHODS The researchers undertook a retrospective study of adult patients with CF taking into account the broadest social perspective possible. Medical and non-medical direct costs as well as indirect costs were calculated. CF costs estimated by researchers from other countries over the last 15 years were also compared. RESULTS Total annual treatment cost per one CF patient in Poland was on average EUR 19,581.08. Costs of treatment of CF patients over the last 15 years varied between the countries and ranged from EUR 23,330.82 in Bulgaria to EUR 68,696.42 in the United States. CONCLUSIONS CF is an international problem. The data in this study could be the baseline for integrated and harmonised approaches for periodical assessment of the future impact of new public policies and interventions for rare diseases at the national and international levels.
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Affiliation(s)
- Dorota Kopciuch
- Department of Pharmacoeconomics and Social Pharmacy, Poznań University of Medical Sciences, Dąbrowskiego 79 St., 60-529 Poznań, Poland.
| | - Tomasz Zaprutko
- Department of Pharmacoeconomics and Social Pharmacy, Poznań University of Medical Sciences, Dąbrowskiego 79 St., 60-529 Poznań, Poland
| | - Anna Paczkowska
- Department of Pharmacoeconomics and Social Pharmacy, Poznań University of Medical Sciences, Dąbrowskiego 79 St., 60-529 Poznań, Poland
| | - Elżbieta Nowakowska
- Department of Pharmacoeconomics and Social Pharmacy, Poznań University of Medical Sciences, Dąbrowskiego 79 St., 60-529 Poznań, Poland
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25
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Rubin JL, Thayer S, Watkins A, Wagener JS, Hodgkins PS, Schechter MS. Frequency and costs of pulmonary exacerbations in patients with cystic fibrosis in the United States. Curr Med Res Opin 2017; 33:667-674. [PMID: 28058864 DOI: 10.1080/03007995.2016.1277196] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Information is limited regarding the cost of pulmonary exacerbations (PEx) among patients with cystic fibrosis in the United States. METHODS To examine PEx costs, medical chart data were linked to insurance claims for patients aged ≥6 years who had commercial coverage from a large US health insurer affiliated with Optum during 2008-2013. A PEx was categorized as an episode requiring newly started (1) oral antibiotics (PEx-O) or (2) intravenous (IV) antibiotics and/or inpatient stay (PEx-IV). RESULTS Among 241 patients, 88.0% had ≥1 PEx (2.9/year) of any type, and 48.1% had ≥1 PEx-IV. Prior PEx-IV was the strongest risk factor for subsequent PEx-IV. The mean cost per episode was $12,784 for PEx of any type and $36,319 for PEx-IV. Patients with worse lung function were more likely to experience a PEx and incurred higher annual PEx-related costs. LIMITATIONS This was an observational study using a convenience sample of patients with commercial coverage from a large US health insurer whose medical charts were available for abstraction. Results of the study may not be generalizable to individuals with Medicaid coverage and other types of insurance, or to the uninsured. CONCLUSIONS Most patients experience ≥1 PEx annually, and nearly half require IV antibiotics and/or inpatient stay at considerable cost.
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Affiliation(s)
- Jaime L Rubin
- a Vertex Pharmaceuticals, Incorporated , Boston , MA , USA
| | | | | | | | | | - Michael S Schechter
- e Children's Hospital of Richmond at Virginia Commonwealth University , VA , USA
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26
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Zang X, Monge ME, McCarty NA, Stecenko AA, Fernández FM. Feasibility of Early Detection of Cystic Fibrosis Acute Pulmonary Exacerbations by Exhaled Breath Condensate Metabolomics: A Pilot Study. J Proteome Res 2016; 16:550-558. [DOI: 10.1021/acs.jproteome.6b00675] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Xiaoling Zang
- School
of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - María Eugenia Monge
- School
of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
- Centro de Investigaciones en Bionanociencias (CIBION), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Godoy Cruz 2390, C1425FQD, Ciudad de Buenos Aires, Argentina
| | - Nael A. McCarty
- Emory+Children’s
Center for Cystic Fibrosis and Airways Disease Research and Department
of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, Georgia 30322, United States
| | - Arlene A. Stecenko
- Emory+Children’s
Center for Cystic Fibrosis and Airways Disease Research and Department
of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, Georgia 30322, United States
| | - Facundo M. Fernández
- School
of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
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27
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Levy JF, Rosenberg MA, Farrell PM. Innovative assessment of inpatient and pulmonary drug costs for children with cystic fibrosis. Pediatr Pulmonol 2016; 51:1295-1303. [PMID: 27740724 PMCID: PMC9359810 DOI: 10.1002/ppul.23554] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2016] [Revised: 07/08/2016] [Accepted: 07/27/2016] [Indexed: 11/06/2022]
Abstract
BACKGROUND Previous estimates of the cost of care for pediatric Cystic fibrosis (CF) showed wide variation, without specific summary of pulmonary drug costs. METHODS Enrolled CF children from the Wisconsin newborn screening trial were evaluated quarterly per protocol. Assessments systematically included all treatments, hospitalizations, and nutritional and pulmonary outcomes. Direct medical costs from hospital billing and medical records from 1989 to 2010 were used to describe costs by age-ranges and subgroups throughout follow-up. Outpatient drugs were separated by category (pulmonary/otherwise). Inpatient and drug costs were examined by clinical risk factors (presence of meconium ileus, pancreatic insufficiency, and expected severity of genetic mutations). RESULTS Seventy-three children were followed for an average of 12.9 years with an average annual total cost of care of $24,768. Outpatient drug costs (53%) and hospitalizations (32%) represented the majority of costs. Drug costs were 48% for pulmonary indications and 52% for non-pulmonary. Pulmonary drug costs for children taking dornase were 54% of their drug costs while pulmonary drug costs were only 31% for children not taking dornase. Significant differences in frequency of inpatient stays existed for children with pancreatic insufficiency. Substantial differences in treatment costs exist as children age and by clinical risk factor. CONCLUSION This study provides more accurate longitudinal estimates of CF care costs throughout childhood and shows that increasing age, pancreatic insufficiency, use of dornase, and hospitalizations are key determinants of cost. These estimates can be included in evaluations of the cost-effectiveness of new, highly expensive treatments being introduced for any CF population. Pediatr Pulmonol. 2016;51:1295-1303. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Joseph F Levy
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin
| | - Marjorie A Rosenberg
- Department of Risk and Insurance, University of Wisconsin School of Business, Madison, Wisconsin
| | - Philip M Farrell
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin.,Departments of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
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28
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Abstract
Cystic fibrosis (CF) is the most common autosomal-recessive disease in white persons. Significant advances in therapies and outcomes have occurred for people with CF over the past 30 years. Many of these improvements have come about through the concerted efforts of the CF Foundation and international CF societies; networks of CF care centers; and the worldwide community of care providers, researchers, and patients and families. There are still hurdles to overcome to continue to improve the quality of life, reduce CF complications, prolong survival, and ultimately cure CF. This article reviews the epidemiology of CF, including trends in incidence and prevalence, clinical characteristics, common complications, and survival.
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Affiliation(s)
- Don B. Sanders
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Aliza Fink
- Epidemiology, Cystic Fibrosis Foundation, Bethesda, Maryland
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29
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VanDevanter DR, Flume PA, Morris N, Konstan MW. Probability of IV antibiotic retreatment within thirty days is associated with duration and location of IV antibiotic treatment for pulmonary exacerbation in cystic fibrosis. J Cyst Fibros 2016; 15:783-790. [PMID: 27139161 DOI: 10.1016/j.jcf.2016.04.005] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Revised: 03/26/2016] [Accepted: 04/15/2016] [Indexed: 11/18/2022]
Abstract
BACKGROUND There are few objective data to guide management of cystic fibrosis (CF) pulmonary exacerbations. We studied intravenous (IV) antibiotic treatment failure as defined by a need to retreat patients with IV antibiotics within 30days of completion of a prior IV antibiotic treatment for pulmonary exacerbation. METHODS The first IV-treated exacerbation on or after Jan. 1, 2010 among US CF Foundation Patient Registry patients was studied, combining treatments separated by <7days into single treatments. IV treatment duration categories were: 1-4, 5-8, 9-12, 13-16, 17-22, and ≥23days (inclusive). Logistic regressions for IV retreatment in ≤30days were adjusted with 12 categorical covariates, including age, sex, lung function, prior-year exacerbations, CF complications, CF Care Program, and ever/never treated in hospital. RESULTS 777 of 13,579 patients (5.7%) were retreated within 30days, with incidence varying by treatment duration: 1-4days, 8.7%; 5-8days; 6.6%; 9-12days, 3.2%; 13-16days, 4.5%; 17-22days, 6.2%; ≥23days, 10.3% and hospitalization: ever, 5.0%; never 8.5%. Adjusted odds ratios (OR) for retreatment (compared to 13-16days treatment) were: 1-4days, 1.94 [95%CI 1.49, 2.54] P<.001; 5-8days, 1.55 [1.18, 2.04] P=.002; 9-12days, 0.78 [0.58, 1.04] P=.09; 17-22days, 1.12 [0.88, 1.42] P=.37; ≥23days, 1.46 [1.12, 1.91] P=.005. Adjusted retreatment OR for never/ever hospitalized was 1.57 [1.29, 1.90] P<.001. Prior-year exacerbation number, oxygen therapy, non-invasive ventilation, and female sex were significantly associated with retreatment. Modeling hazard rate time-dependence showed that treatment duration and location-associated hazard rates attenuated within a few months after treatment. CONCLUSION After adjustment for covariates known to be associated with increased risk of IV treatment for exacerbation, IV antibiotic treatments of <9 and ≥23days and those without hospitalization were significant risk factors for IV retreatment within 30days of completion of an exacerbation treatment.
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Affiliation(s)
- D R VanDevanter
- Case Western Reserve University School of Medicine, Cleveland, OH, USA.
| | - P A Flume
- Medical University of South Carolina, Charleston, SC, USA
| | - N Morris
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - M W Konstan
- Case Western Reserve University School of Medicine, Cleveland, OH, USA; Rainbow Babies and Children's Hospital, Cleveland, OH, USA
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30
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Dilokthornsakul P, Hansen RN, Campbell JD. Forecasting US ivacaftor outcomes and cost in cystic fibrosis patients with the G551D mutation. Eur Respir J 2016; 47:1697-705. [DOI: 10.1183/13993003.01444-2015] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2015] [Accepted: 03/05/2016] [Indexed: 11/05/2022]
Abstract
Ivacaftor, a breakthrough treatment for cystic fibrosis (CF) patients with the G551D genetic mutation, lacks long-term clinical and cost projections. This study forecasted outcomes and cost by comparing ivacaftor plus usual care versus usual care alone.A lifetime Markov model was conducted from a US payer perspective. The model consisted of five health states: 1) forced expiratory volume in 1 s (FEV1) % pred ≥70%, 2) 40%≤ FEV1 % pred <70%, 3) FEV1 % pred <40%, 4) lung transplantation and 5) death. All inputs were extracted from published literature. Budget impact was also estimated. We estimated ivacaftor's improvement in outcomes compared with a non-CF referent population.Ivacaftor was associated with 18.25 (95% credible interval (CrI) 13.71–22.20) additional life-years and 15.03 (95% CrI 11.13–18.73) additional quality-adjusted life-years (QALYs). Ivacaftor was associated with improvements in survival and QALYs equivalent to 68% and 56%, respectively, for the survival and QALY gaps between CF usual care and their non-CF peers. The incremental lifetime cost was $3 374 584. The budget impact was $0.087 per member per month.Ivacaftor increased life-years and QALYs in CF patients with the G551D mutation, and moved morbidity and mortality closer to that of their non-CF peers. Ivacaftor costs much more than usual care, but comes at a relatively limited budget impact.
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31
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Hollin IL, Robinson KA. A Scoping Review of Healthcare Costs for Patients with Cystic Fibrosis. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2016; 14:151-9. [PMID: 26649564 DOI: 10.1007/s40258-015-0211-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
BACKGROUND Cystic fibrosis (CF), one of the most common life-shortening genetic diseases, has no cure, but people living with it have seen improvements in their health and survival. The rising life expectancy and increased availability of treatment options has likely increased the lifetime costs of people living with CF. In addition, a recent drug approval for a therapy that targets the cause of the disease is one of the most expensive drugs worldwide. In light of these circumstances, it is important to have an updated understanding of the costs of CF therapy and management. This study aims to determine the extent of available literature that quantifies CF costs. METHODS We used a scoping review framework to identify the sources and types of evidence available to determine the costs of CF therapy and management compared to the general population or a comparable population of people with other complex chronic conditions. We searched 14 databases for peer-reviewed studies and grey literature published in English since 1998. The search was conducted in August 2013 and updated in October 2014. RESULTS We identified 28 studies that estimated overall, general CF costs. Of these, three studies compare CF costs to healthcare costs of a general population and only one of those provides a direct comparison of CF costs to the general population in order to calculate the incremental cost associated with CF. We estimate there are 98 systematic reviews that quantify the costs of comparable conditions and potentially provide a comparison group for people with CF. CONCLUSIONS There is evidence available that attempts to quantify overall, general healthcare costs of people with CF, although much of it is outdated. However, there is much less evidence available that provides a comparison of these costs with either the general population or people with comparable conditions.
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Affiliation(s)
- Ilene L Hollin
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N Broadway, Room 691, Baltimore, MD, 21205, USA.
| | - Karen A Robinson
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N Broadway, Room 691, Baltimore, MD, 21205, USA
- Department of Medicine, Johns Hopkins School of Medicine, 1830 E. Monument Street., Room 8068, Baltimore, MD, 21287, USA
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32
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Nichols DP, Kuk KN, Nick JA. Drug interactions and treatment burden as survival improves. Curr Opin Pulm Med 2016; 21:617-25. [PMID: 26390336 DOI: 10.1097/mcp.0000000000000212] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
PURPOSE OF REVIEW With our growing understanding of the pathophysiology of cystic fibrosis, the pace of drug discovery is accelerating. Newer agents and therapies have traditionally been added to available medications, given the urgency in treating the disease. As the cystic fibrosis population ages, the number of associated comorbidities increases, requiring additional therapeutic approaches. Thus, while current management strategies have dramatically extended projected life expectancy, the treatment burden of the disease in adulthood has become onerous, and there is increasing concern over unintended effects and drug-drug interactions of new and existing therapies. RECENT FINDINGS A number of recent studies have sought to quantify the treatment burden of cystic fibrosis care, and to identify ways to reduce this burden. Mechanistic studies have identified the potential for a number of cystic fibrosis medications to impair the host response, or to interfere with the efficacy of other agents. SUMMARY As the cystic fibrosis formulary grows, a primary emphasis will be for providers to develop personalized treatment plans, with a goal to reduce unnecessary treatment burden and an awareness of potential unanticipated effects of medications.
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Affiliation(s)
- David P Nichols
- aDepartment of Pediatrics bDepartment of Medicine, National Jewish Health cDepartment of Pharmacy, St. Joseph Hospital SCL Health, Denver dDepartment of Medicine eDepartment of Pediatrics, University of Colorado Denver School of Medicine, Aurora, Colorado, USA
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33
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Affiliation(s)
- Sonya L. Heltshe
- Department of Pediatrics, University of Washington School of
Medicine, Seattle, WA
- Cystic Fibrosis Foundation Therapeutics Development Network
Coordinating Center, Seattle Children’s Research Institute, Seattle,
WA
| | - Christopher H. Goss
- Division of Pulmonary and Critical Care Medicine, Department of
Medicine, University of Washington School of Medicine Seattle, WA
- Department of Pediatrics, University of Washington School of
Medicine, Seattle, WA
- Cystic Fibrosis Foundation Therapeutics Development Network
Coordinating Center, Seattle Children’s Research Institute, Seattle,
WA
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IV-treated pulmonary exacerbations in the prior year: An important independent risk factor for future pulmonary exacerbation in cystic fibrosis. J Cyst Fibros 2015; 15:372-9. [PMID: 26603642 DOI: 10.1016/j.jcf.2015.10.006] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Revised: 08/25/2015] [Accepted: 10/12/2015] [Indexed: 11/21/2022]
Abstract
BACKGROUND Single-center analyses have suggested that the number of CF pulmonary exacerbations (PEx) treated with intravenous antibiotics an individual has experienced in the prior year is significantly associated with their future PEx hazard. METHODS We studied Prior-year PEx association with future PEx hazard by Cox proportional hazards regression among CF Foundation Patient Registry patients who experienced PEx after Jan 1, 2010. RESULTS Among 13,579 patients, those with 1, 2, 3, or ≥4 Prior-year PEx treated with intravenous antibiotics were at 1.8, 2.9, 4.8, and 8.7 higher PEx hazard vs those without (P<.0001). Adjustment with significant demographic and clinical covariates (univariate P≤.0001) reduced Prior-year PEx hazard ratios to 1.6, 2.4, 3.6, and 6.0 (P<.0001). No other covariates had adjusted hazard ratios of >1.7. CONCLUSIONS Prior-year PEx strongly associate with future PEx hazard and should be accounted for in prospective trials where treatment-associated change in PEx hazard is an efficacy outcome.
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Gu Y, García-Pérez S, Massie J, van Gool K. Cost of care for cystic fibrosis: an investigation of cost determinants using national registry data. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2015; 16:709-717. [PMID: 25106736 DOI: 10.1007/s10198-014-0621-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2013] [Accepted: 07/11/2014] [Indexed: 06/03/2023]
Abstract
Cystic fibrosis (CF) is a progressive disease with treatments intensifying as patients get older and severity worsens. To inform policy makers about the cost burden in CF, it is crucial to understand what factors influence the costs and how they affect the costs. Based on 1,060 observations (from 731 patients) obtained from the Australian Data Registry, individual annual health care costs were calculated and a regression analysis was carried out to examine the impact of multiple variables on the costs. A method of retransformation and a hypothetical patient were used for cost analysis. We show that an additional one unit improvement of FEV1pp (i.e., forced expiratory volume in 1 s as a percentage of predicted volume) reduces the costs by 1.4%, or for a hypothetical patient whose FEV1pp is 73 the cost reduction is A$252. The presence of chronic infections increases the costs by 69.9-163.5% (A$12,852-A$30,047 for the hypothetical patient) depending on the type of infection. The type of CF genetic mutation and the patient's age both have significant effects on the costs. In particular, being homozygous for p.F508del increases the costs by 26.8% compared to all the other gene mutations. We conclude that bacterial infections have a very strong influence on the costs, so reducing both the infection rates and the severity of the condition may lead to substantial cost savings. We also suggest that the patient's genetic profile should be considered as an important cost determinant.
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Affiliation(s)
- Yuanyuan Gu
- Centre for Health Economics, Monash University, Level 2, Building 75, Clayton, Melbourne, VIC, 3800, Australia,
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Parkins MD, Floto RA. Emerging bacterial pathogens and changing concepts of bacterial pathogenesis in cystic fibrosis. J Cyst Fibros 2015; 14:293-304. [PMID: 25881770 DOI: 10.1016/j.jcf.2015.03.012] [Citation(s) in RCA: 138] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2014] [Revised: 03/21/2015] [Accepted: 03/22/2015] [Indexed: 12/22/2022]
Abstract
Chronic suppurative lower airway infection is a hallmark feature of cystic fibrosis (CF). Decades of experience in clinical microbiology have enabled the development of improved technologies and approaches for the cultivation and identification of microorganisms from sputum. It is increasingly apparent that the microbial constituents of the lower airways in CF exist in a dynamic state. Indeed, while changes in prevalence of various pathogens occur through ageing, differences exist in successive cohorts of patients and between clinics, regions and countries. Classical pathogens such as Pseudomonas aeruginosa, Burkholderia cepacia complex and Staphylococcus aureus are increasingly being supplemented with new and emerging organisms rarely observed in other areas of medicine. Moreover, it is now recognized that common oropharyngeal organisms, previously presumed to be benign colonizers may contribute to disease progression. As infection remains the leading cause of morbidity and mortality in CF, an understanding of the epidemiology, risk factors for acquisition and natural history of infection including interactions between colonizing bacteria is required. Unified approaches to the study and determination of pathogen status are similarly needed. Furthermore, experienced and evidence-based treatment data is necessary to optimize outcomes for individuals with CF.
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Affiliation(s)
- Michael D Parkins
- Department of Medicine, The University of Calgary, 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada; Microbiology, Immunology and Infectious Diseases, The University of Calgary, 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada.
| | - R Andres Floto
- Cambridge Institute for Medical Research, University of Cambridge, Papworth Hospital, Cambridge CB23 3RE, UK; Cambridge Centre for Lung Infection, Papworth Hospital, Cambridge CB23 3RE, UK.
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Lam JC, Somayaji R, Surette MG, Rabin HR, Parkins MD. Reduction in Pseudomonas aeruginosa sputum density during a cystic fibrosis pulmonary exacerbation does not predict clinical response. BMC Infect Dis 2015; 15:145. [PMID: 25887462 PMCID: PMC4392784 DOI: 10.1186/s12879-015-0856-5] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2014] [Accepted: 02/20/2015] [Indexed: 02/01/2023] Open
Abstract
Background Pulmonary exacerbations (PEx) are critical events in cystic fibrosis (CF), responsible for reduced quality of life and permanent loss of lung function. Approximately 1/4 of PEx are associated with failure to recover lung function and/or resolve symptoms. Developing tools to optimize PEx treatment is of paramount importance. Methods We retrospectively audited all adults infected with Pseudomonas aeruginosa, experiencing PEx necessitating parenteral antibiotic therapy from 2006–2012 from our center. Quantitative analysis of sputum at admission, twice-weekly during hospitalization, and end of therapy were compared to baseline (most recent healthy) and follow-up (after PEx) samples. Change in P. aeruginosa burden from baseline was assessed for any and all morphotypes (ALL), as well as mucoid (MUC) and non-mucoid (NON) isolates specifically. PEx were identified as failures if >90% of baseline pulmonary function was not recovered. Results Forty-six patients meeting the above inclusion and exclusion criteria experienced 144 PEx during this time (median 3, IQR 2–6). Patients were treated for a median 14 days (IQR 13–16). No increase in ALL, MUC or NON were detected at PEx, nor was there an association between change in sputum density and magnitude of lung function decline. PEx failures were observed in 30% of events. Reductions of at least 1-log and 2 log P. aeruginosa sputum density was observed in 57% and 46% (ALL), 73% and 55% (MUC) and 58% and 46% (NON) of PEx, respectively. Factors associated with greater reduction of P. aeruginosa sputum density included choice of β-lactam antibiotic, antibiotics with in vitro predicted activity and treatment duration. PEx associated with reductions in P. aeruginosa sputum density were not associated with a reduced risk of PEx failure. Conclusions Enhanced killing of P. aeruginosa during PEx does not predict improved clinical outcomes. Studies accounting for the polymicrobial nature of CF respiratory disease and the heterogeneity of P. aeruginosa causing chronic infection may enable the identification of a more appropriate pathogen(s) based biomarker of PEx outcomes.
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Affiliation(s)
- John C Lam
- Department of Medicine, The University of Calgary, 3330 Hospital Dr. NW, Calgary, Alberta, T2N 4 N1, Canada.
| | - Ranjani Somayaji
- Department of Medicine, The University of Calgary, 3330 Hospital Dr. NW, Calgary, Alberta, T2N 4 N1, Canada.
| | - Michael G Surette
- McMaster University, Hamilton, Ontario, Canada. .,The Department of Microbiology, Immunology and Infectious Disease, The University of Calgary, Calgary, Canada.
| | - Harvey R Rabin
- Department of Medicine, The University of Calgary, 3330 Hospital Dr. NW, Calgary, Alberta, T2N 4 N1, Canada. .,The Department of Microbiology, Immunology and Infectious Disease, The University of Calgary, Calgary, Canada.
| | - Michael D Parkins
- Department of Medicine, The University of Calgary, 3330 Hospital Dr. NW, Calgary, Alberta, T2N 4 N1, Canada. .,The Department of Microbiology, Immunology and Infectious Disease, The University of Calgary, Calgary, Canada.
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VanDevanter DR, Pasta DJ, Konstan MW. Treatment and demographic factors affecting time to next pulmonary exacerbation in cystic fibrosis. J Cyst Fibros 2015; 14:763-9. [PMID: 25754096 DOI: 10.1016/j.jcf.2015.02.007] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Revised: 02/10/2015] [Accepted: 02/19/2015] [Indexed: 10/23/2022]
Abstract
BACKGROUND Pulmonary exacerbations (PEx) are important CF clinical events. METHODS We studied time to next PEx following intravenous (IV) antibiotic PEx treatment among Cleveland Ohio CF center patients occurring between January 2010 and September 2014. Patient demographics, clinical presentations, and treatments were modeled by Cox proportional hazards regression to identify covariates associated with time to next PEx. RESULTS 193 patients were treated for PEx; 155 had a subsequent IV-treated PEx. Six covariates were associated with future PEx hazard: number of PEx in the prior year (hazard ratio 25.1 for ≥3 and 4.4 for 1-2 prior-year PEx versus none; P<.0001), IV treatment duration in weeks (1.2; P=.0004), percent hospital treatment (1.1; P=.0018), and chronic inhaled aminoglycosides (2.5; P<.0001), leukotriene modifiers (1.8; P=.0031), and high dose ibuprofen (0.52; P=.0006). CONCLUSIONS Time to next PEx was profoundly associated with prior-year PEx, suggestive of high-risk PEx phenotypes that warrant recognition and further study.
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Affiliation(s)
| | | | - Michael W Konstan
- Case Western Reserve University School of Medicine, Cleveland, OH, USA; Rainbow Babies and Children's Hospital, Cleveland, OH, USA
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Justicia JL, Solé A, Quintana-Gallego E, Gartner S, de Gracia J, Prados C, Máiz L. Management of pulmonary exacerbations in cystic fibrosis: still an unmet medical need in clinical practice. Expert Rev Respir Med 2015; 9:183-94. [PMID: 25692532 DOI: 10.1586/17476348.2015.1016504] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Pulmonary exacerbation (PEx) is a hallmark of cystic fibrosis. Although several criteria have been proposed for the definition of PEx, no consensus has yet been reached. Very often, many PEx cases go unreported. A standardized and validated definition is needed to reduce variability in clinical practice. The pathophysiology of recurrent episodes remains unclear, and both onset and risk are multifactorial. PEx leads to increased healthcare costs, impaired quality of life and a cycle in which PEx causes loss of lung function, which predisposes to further episodes. The number of episodes affects survival. Although early diagnosis and aggressive treatment are highly recommended, measures to prevent the emergence of new PEx are even more important. In particular, inhaled antibiotics administered under new treatment schedules could play a key role in preventing exacerbations and thus delay decline in lung function and reduce mortality. The primary objective is zero exacerbations.
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Angelis A, Tordrup D, Kanavos P. Socio-economic burden of rare diseases: A systematic review of cost of illness evidence. Health Policy 2014; 119:964-79. [PMID: 25661982 DOI: 10.1016/j.healthpol.2014.12.016] [Citation(s) in RCA: 165] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2014] [Revised: 11/25/2014] [Accepted: 12/17/2014] [Indexed: 10/24/2022]
Abstract
Cost-of-illness studies, the systematic quantification of the economic burden of diseases on the individual and on society, help illustrate direct budgetary consequences of diseases in the health system and indirect costs associated with patient or carer productivity losses. In the context of the BURQOL-RD project ("Social Economic Burden and Health-Related Quality of Life in patients with Rare Diseases in Europe") we studied the evidence on direct and indirect costs for 10 rare diseases (Cystic Fibrosis [CF], Duchenne Muscular Dystrophy [DMD], Fragile X Syndrome [FXS], Haemophilia, Juvenile Idiopathic Arthritis [JIA], Mucopolysaccharidosis [MPS], Scleroderma [SCL], Prader-Willi Syndrome [PWS], Histiocytosis [HIS] and Epidermolysis Bullosa [EB]). A systematic literature review of cost of illness studies was conducted using a keyword strategy in combination with the names of the 10 selected rare diseases. Available disease prevalence in Europe was found to range between 1 and 2 per 100,000 population (PWS, a sub-type of Histiocytosis, and EB) up to 42 per 100,000 population (Scleroderma). Overall, cost evidence on rare diseases appears to be very scarce (a total of 77 studies were identified across all diseases), with CF (n=29) and Haemophilia (n=22) being relatively well studied, compared to the other conditions, where very limited cost of illness information was available. In terms of data availability, total lifetime cost figures were found only across four diseases, and total annual costs (including indirect costs) across five diseases. Overall, data availability was found to correlate with the existence of a pharmaceutical treatment and indirect costs tended to account for a significant proportion of total costs. Although methodological variations prevent any detailed comparison between conditions and based on the evidence available, most of the rare diseases examined are associated with significant economic burden, both direct and indirect.
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Affiliation(s)
- Aris Angelis
- Medical Technology Research Group, LSE Health, London School of Economics and Political Science, Houghton Street, WC2A 2AE London, United Kingdom.
| | - David Tordrup
- Medical Technology Research Group, LSE Health, London School of Economics and Political Science, Houghton Street, WC2A 2AE London, United Kingdom
| | - Panos Kanavos
- Medical Technology Research Group, LSE Health, London School of Economics and Political Science, Houghton Street, WC2A 2AE London, United Kingdom
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Abstract
Culture-independent microbiological techniques have shown a previously unappreciated complexity to the bacterial microbiome of the respiratory tract that forces reconsideration of the interactions between host, bacteria, and the pathogenesis of exacerbations of chronic lung disease. The composition of the lung microbiome is determined by microbial immigration, elimination, and relative growth rates of its members. All these factors change dramatically in chronic lung disease and further during exacerbations. Exacerbations lack the features of bacterial infections, including increased bacterial burden and decreased diversity of microbial communities. We propose that exacerbations are occasions of respiratory tract dysbiosis--a disorder of the respiratory tract microbial ecosystem with negative effects on host biology. Respiratory tract dysbiosis provokes a dysregulated host immune response, which in turn alters growth conditions for microbes in airways, promoting further dysbiosis and perpetuating a cycle of inflammation and disordered microbiota. Differences in the composition of baseline respiratory tract microbiota might help to explain the so-called frequent-exacerbator phenotype observed in several disease states, and might provide novel targets for therapeutic intervention.
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Affiliation(s)
- Robert P Dickson
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Fernando J Martinez
- Department of Internal Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Gary B Huffnagle
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA; Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI, USA.
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Abstract
RATIONALE In persons with cystic fibrosis (CF), repeated exacerbations of pulmonary symptoms are associated with a progressive decline in lung function. Changes in the airway microbiota around the time of exacerbations are not well understood. OBJECTIVES To characterize changes in airway bacterial communities around the time of exacerbations and to identify predictors for these changes. METHODS DNA prepared from 68 paired baseline and exacerbation sputum samples collected from 28 patients with CF were subjected to barcoded 16S rRNA gene pyrosequencing. Bacterial density was calculated by quantitative PCR. MEASUREMENTS AND MAIN RESULTS Overall, significant differences in bacterial community diversity and bacterial density between baseline and exacerbation samples were not observed. However, considerable changes in community structures were observed in a subset of patients. In these patients, the dominant taxa and initial level of community diversity were significant predictors of the magnitude of community structure changes at exacerbation. Pseudomonas-dominant communities became more diverse at exacerbation compared with communities with other or no dominant species. The relative abundance of Gemella increased in 24 (83%) of 29 samples at exacerbation and was found to be the most discriminative genus between baseline and exacerbation samples. CONCLUSIONS The magnitude of changes in the CF lung microbiota around the time of exacerbation was found to be largely dependent on community diversity and composition at baseline. Certain genera appear to play important roles in driving change in airway bacterial community composition at exacerbation. Gemella might play a direct role in and/or be a biomarker for pulmonary exacerbation.
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Zijlstra GS, Boersma C, Frijlink HW, Postma MJ. Pharmacoeconomic review of recombinant human DNase in the management of cystic fibrosis. Expert Rev Pharmacoecon Outcomes Res 2014; 4:49-59. [DOI: 10.1586/14737167.4.1.49] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Conway SP, Peckham DG, Denton M, Brownlee KG. Optimizing treatment policies and improving care: impact on outcome in patients with cystic fibrosis. Expert Rev Pharmacoecon Outcomes Res 2014; 5:791-806. [DOI: 10.1586/14737167.5.6.791] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Sawicki GS, Ayyagari R, Zhang J, Signorovitch JE, Fan L, Swallow E, Latremouille-Viau D, Wu EQ, Shi L. A pulmonary exacerbation risk score among cystic fibrosis patients not receiving recommended care. Pediatr Pulmonol 2013; 48:954-61. [PMID: 23255309 DOI: 10.1002/ppul.22741] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2012] [Accepted: 08/10/2012] [Indexed: 11/08/2022]
Abstract
BACKGROUND Pulmonary exacerbations (PEx) lead to substantial morbidity in cystic fibrosis (CF), and guidelines recommend chronic medication including dornase alfa and inhaled tobramycin. However PEx risk and medication use vary across patients. OBJECTIVE To develop a PEx risk score among CF patients not receiving guideline-recommended chronic respiratory medications. METHODS A cohort of patients with FEV1%-predicted between 25% and 75% without evidence of dornase alfa or inhaled tobramycin use in an index year, despite meeting guideline recommended criteria, was identified from the CF Foundation Patient Registry (2002-2008). This sample was randomly split into 2/3 for a development sample and 1/3 for a validation sample. A multivariable risk score was developed to predict PEx requiring hospitalization or home IV treatment using available patient characteristics. Its predictive performance was assessed in the validation sample. RESULTS Among 3,069 patient-years, 1,275 (42%) had PEx in the subsequent year. The risk score included, in order of decreasing impact on PEx risk, prior PEx, Pseudomonas aeruginosa, allergic bronchopulmonary aspergillosis, depression, methicillin-resistant Staphylococcus aureus, CF-related diabetes, Burkholderia cepacia, prior use of dornase alfa, bronchodilator use, prior use of inhaled tobramycin and lower FEV1%-predicted. Stratifying patients by risk score in the validation sample identified actual risks ranging from 14% in the lowest decile to 90% in the highest. The c-statistic was 0.8. CONCLUSIONS A PEx risk score for CF patients not receiving guideline-recommended chronic therapies was developed and validated, and identified patients with a wide range of risk. This score could identify high-risk patients in whom chronic therapies should be initiated or continued.
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Affiliation(s)
- Gregory S Sawicki
- Division of Respiratory Diseases, Children's Hospital Boston, Harvard Medical School, Boston, Massachusetts
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Anstead M, Saiman L, Mayer-Hamblett N, Lands LC, Kloster M, Goss CH, Rose L, Burns JL, Marshall B, Ratjen F. Pulmonary exacerbations in CF patients with early lung disease. J Cyst Fibros 2013; 13:74-9. [PMID: 24029220 DOI: 10.1016/j.jcf.2013.07.006] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2013] [Revised: 07/31/2013] [Accepted: 07/31/2013] [Indexed: 10/26/2022]
Abstract
BACKGROUND Current definitions of pulmonary exacerbation (PE) in cystic fibrosis are based on studies in participants with significant lung disease and may not reflect the spectrum of findings observed in younger patients with early lung disease. METHODS We used data from a recent trial assessing the efficacy of azithromycin in children to study signs and symptoms associated with PEs and related changes in lung function and weight. RESULTS While increased cough was present in all PEs, acute weight loss and reduction in oxygen saturation were not observed. Changes in lung function did not differ between subjects who did experience a PE and those who were exacerbation-free. CONCLUSIONS Cough was the predominant symptom in CF patients with early lung disease experiencing a PE. There was no significant difference in mean 6-month change in lung function or weight among subjects with one or more exacerbations and those without an exacerbation.
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Affiliation(s)
- Michael Anstead
- Kentucky Children's Hospital, University of Kentucky, Lexington, KY United States.
| | - Lisa Saiman
- Department of Pediatrics, Columbia University, New York, NY, United States
| | | | - Larry C Lands
- Department of Pediatrics, McGill University, Montreal, Canada
| | | | - Christopher H Goss
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Washington, Seattle, WA, United States
| | - Lynn Rose
- Cystic Fibrosis Therapeutics Network Coordinating Center, Seattle Children's Research Institute, Seattle, WA, United States
| | - Jane L Burns
- Division of Infectious Diseases, Seattle Children's Hospital, Seattle, WA, United States
| | | | - Felix Ratjen
- Division of Respiratory Medicine, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada; Program in Physiology and Experimental Medicine, SickKids Research Institute, The Hospital for Sick Children, University of Toronto, Toronto, Canada
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Light exposure and depression in hospitalized adult patients with cystic fibrosis. J Affect Disord 2013; 150:585-9. [PMID: 23474091 DOI: 10.1016/j.jad.2013.02.014] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2013] [Accepted: 02/02/2013] [Indexed: 11/22/2022]
Abstract
BACKGROUND Depression is common in CF. Light therapy is used to treat depression, but exposure in hospitalized CF patients has not been studied. To determine the potential for improvement in depressive symptoms in CF patients, we measured light exposure in hospitalized CF patients. METHODS Light exposure was measured during hospitalization for 30 adult CF patients over 1 week. Depressive symptoms and quality of life were assessed simultaneously using the Center for Epidemiologic Studies Depression Scale (CES-D>16 positive for depression) and the CFQ-R. RESULTS 50% of patients were depressed, with a significant increase in length of stay between depressed and non-depressed patients (15.4 vs. 11.7 days, p=0.032). Only 23% of patients had >60 min of light exposure >1000 lx during 1 week, with average light exposure of 62 lx. There was no difference in light exposure between a new hospital room customized for natural light exposure and traditional rooms. Vitamin D was non-significantly decreased in depressed CF patients (25.1 vs. 32.6 ng/ml, p=0.052). LIMITATIONS The study was not blinded, which may affect patient light preferences. The cohort size was limited to a single center. Inclusion bias may be present as patients could refuse enrollment based on the nature of the study. CONCLUSIONS Hospitalized CF adults have a high incidence of depressive symptoms associated with longer hospitalizations. Hospital settings are associated with low light exposure and phototherapy may be an option for rapid treatment of depression in hospitalized CF patients.
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van Gool K, Norman R, Delatycki MB, Hall J, Massie J. Understanding the costs of care for cystic fibrosis: an analysis by age and health state. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2013; 16:345-355. [PMID: 23538187 DOI: 10.1016/j.jval.2012.12.003] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2011] [Revised: 12/07/2012] [Accepted: 12/09/2012] [Indexed: 06/02/2023]
Abstract
OBJECTIVES Cystic fibrosis (CF) is an inherited disease that requires more intensive treatments as the disease progresses. Recent medical advancements have improved survival but have also increased costs. Our lack of understanding on the relationship between disease severity and lifetime health care costs is a major impediment to the timely economic assessment of new treatments. METHODS Using data from three waves of the Australian Cystic Fibrosis Australia Data Registry, we estimate the annual costs of CF care by age and health state. We define health states on the basis of annual lung-function scores and patient's organ transplant status. We exploit the longitudinal nature of the data to model disease progression, and we use this to estimate lifetime health care costs. RESULTS The mean annual health care cost for treating CF is US $15,571. Costs for patients with mild, moderate, and severe disease are US $10,151, US $25,647, and US $33,691, respectively. Lifetime health care costs are approximately US $306,332 (3.5% discount rate). The majority of costs are accounted for by hospital inpatients (58%), followed by pharmaceuticals (29%), medical services (10%), complications (2%), and diagnostic tests (1%). CONCLUSIONS Our study is the first of its kind using the Australian Cystic Fibrosis Data Registry, and demonstrates the utility of longitudinal registry data for the purpose of economic analysis. Our results can be used as an input to future economic evaluations by providing analysts with a better understanding of the long-term cost impact when new treatments are developed.
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Affiliation(s)
- Kees van Gool
- Centre for Health Economics Research and Evaluation, University of Technology, Sydney, NSW, Australia.
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Cost of cystic fibrosis: analysis of treatment costs in a specialized center in northern Italy. Adv Ther 2013; 30:165-75. [PMID: 23397400 DOI: 10.1007/s12325-013-0008-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2013] [Indexed: 10/27/2022]
Abstract
INTRODUCTION Advances in cystic fibrosis (CF) therapy have resulted in improved survival and increasing treatment burden and costs. The economic impact of current treatment strategies for CF is poorly defined. METHODS The authors prospectively assessed direct medical costs (including hospitalizations, outpatient interventions, drugs, devices, dietetic products) in 165 consecutive CF patients (aged 5-39 years) seen between March and July 2009. RESULTS The mean annual cost/patient increased with age and lung disease severity from yy4,164 in children aged ≤5 years to yy30,123 in patients aged >5 years with severe lung disease (forced expiratory volume in 1 second [FEV1] <40% of predicted). The increase in costs involved all items, with a progressive increase in cost attributed to hospitalizations. CONCLUSION Treatment of CF is associated with relevant cost for the Italian National Healthcare Service. Costs of illness tend to increase progressively with age, suggesting that increasing economic resources should be allocated to the treatment of CF, given the increasing number of patients surviving into adulthood.
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Heimeshoff M, Hollmeyer H, Schreyögg J, Tiemann O, Staab D. Cost of illness of cystic fibrosis in Germany: results from a large cystic fibrosis centre. PHARMACOECONOMICS 2012; 30:763-777. [PMID: 22690685 DOI: 10.2165/11588870-000000000-00000] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
BACKGROUND Cystic fibrosis (CF) is the most common life-shortening genetic disorder among Whites worldwide. Because many of these patients experience chronic endobronchial colonization and have to take antibiotics and be treated as inpatients, societal costs of CF may be high. As the disease severity varies considerably among patients, costs may differ between patients. OBJECTIVES Our objectives were to calculate the average total costs of CF per patient and per year from a societal perspective; to include all direct medical and non-medical costs as well as indirect costs; to identify the main cost drivers; to investigate whether patients with CF can be grouped into homogenous cost groups; and to determine the influence of specific factors on different cost categories. METHODS Resource utilization data were collected for 87 patients admitted to an inpatient unit at a CF treatment centre during the first 6 months of 2004 and 125 patients who visited the centre's CF outpatient unit during the entire year. Fifty-four patients were admitted to the hospital and also visited the outpatient unit. Since all patients were exclusively treated at the centre, data could be aggregated. Costs that varied greatly between patients were measured per patient. The remaining costs were summarized as overhead costs and allocated on the basis of days of treatment or contacts per patient. Costs of the outpatient and inpatient units and costs for drugs patients received at the outpatient pharmacy were summarized as direct medical costs. Direct non-medical costs (i.e. travel expenses), as well as indirect costs (i. e. absence from work, productivity losses), were also included in the analysis. Main cost drivers were detected by the analysis of different cost categories. Patients were classified according to a diagnosis-related severity model, and median comparison tests (Wilcoxon-Mann-Whitney tests) were performed to investigate differences between the severity groups. Generalized least squares (GLS) regressions were used to identify variables influencing different cost categories. A sensitivity analysis using Monte Carlo simulation was performed. RESULTS The mean total cost per patient per year was &U20AC;41 468 (year 2004 values). Direct medical costs accounted for more than 90% of total costs and averaged &U20AC;38 869 (&U20AC;3876 to &U20AC;88 096), whereas direct non-medical costs were minimal. Indirect costs amounted to &U20AC;2491 (6% of total costs). Costs for drugs patients received at the outpatient pharmacy were the main cost driver. Costs rose with the degree of severity. Patients with moderate and severe disease had significantly higher direct costs than the relatively milder group. Regression analysis revealed that direct costs were mainly affected by the diagnosis-related severity level and the expiratory volume; the coefficient indicating the relationship between costs for mild CF patients and other patients rose with the degree of severity. A similar result was obtained for drug costs per patient as the dependent variable. Monte Carlo simulation suggests that there is a 90% probability that annual costs will be lower than &U20AC;37 300. CONCLUSIONS The share of indirect costs as a percentage of total costs for CF was rather low in this study. However, the relevance of indirect costs is likely to increase in the future as the life expectancy of CF patients increases, which is likely to lead to a rising work disability rate and thus increase indirect costs. Moreover we found that infection with Pseudomonas aeruginosa increases costs substantially. Thus, a decrease of the prevalence of P. aeruginosa would lead to substantial savings for society.
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Affiliation(s)
- Mareike Heimeshoff
- Institute for Health Care Management and Health Economics, Faculty of Economics and Business Administration, University of Hamburg, Germany.
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