1
|
Boateng-Kuffour A, Skrobanski H, Drahos J, Kohli P, Forster K, Acaster S, Pakbaz Z, Li N, Williams K. Appropriateness of the EQ-5D-5L in capturing health-related quality of life in individuals with transfusion-dependent β-thalassemia: a mixed methods study. Health Qual Life Outcomes 2024; 22:54. [PMID: 38992661 PMCID: PMC11241824 DOI: 10.1186/s12955-024-02265-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 06/04/2024] [Indexed: 07/13/2024] Open
Abstract
BACKGROUND Individuals with transfusion-dependent β-thalassemia (TDT) experience symptoms and functional impacts that reduce their health-related quality of life. However, EQ-5D-derived health utility index scores in TDT often indicate good HRQoL, suggesting the EQ-5D may not adequately capture the impact of TDT. This study explored the disease and treatment burden of TDT and examined the appropriateness of the EQ-5D-5L descriptive system (DS) in measuring HRQoL in TDT. METHODS Adults with TDT in the United Kingdom, United States, and France completed a background questionnaire and EQ-5D-5L DS, followed by 60-minute semi-structured interviews on symptoms and HRQoL impacts of TDT (concept elicitation) and appropriateness of EQ-5D-5L DS (cognitive debrief). Transcribed interviews were analyzed using thematic and content analyses. The relationship between TDT symptoms and impacts were summarized in a conceptual model. EQ-5D-5L DS was mapped to concepts identified in the qualitative data to assess its capture of HRQoL concepts. Participants' EQ-5D-5L DS scores were compared to their qualitative descriptions for each dimension to assess their concordance. RESULTS Thirty participants in the United States (n = 14 [46.7%]), United Kingdom. (n = 12 [40.0%]), and France (n = 4 [13.3%]) completed the study (73.3% female; mean age = 28.4 years [standard deviation (SD) = 5.1]; mean annual red blood cell transfusion [RBCT] frequency = 18.4 [SD = 7.6]). Participants reported TDT symptoms and impacts on HRQoL, all fluctuating across the RBCT cycle. EQ-5D-5L DS did not fully capture 11 of 16 (68.8%) HRQoL concepts reported. Most participants (n = 20/27 [74.1%]) reported that EQ-5D-5L DS did not capture important aspects of living with TDT, and 42.9% (n = 12/28) reported negative/neutral overall impressions of EQ-5D-5L DS. The highest degree of discordance between participants' qualitative data and EQ-5D-5L DS dimension scores was observed with mobility (42.3%) and self-care (34.6%), where the qualitative descriptions relating to these dimensions were worse than their quantitative scores. CONCLUSION Current findings suggest that EQ-5D-5L DS lacks content validity and the derived health utility index score may not fully represent the burden of disease in TDT.
Collapse
Affiliation(s)
- Adriana Boateng-Kuffour
- Vertex Pharmaceuticals, Boston, MA, USA.
- Health Economics and Outcomes Research, Vertex Pharmaceuticals Incorporated, 50 Northern Avenue, Boston, MA, 02210, USA.
| | | | | | | | | | | | - Zahra Pakbaz
- Division of Hematology Oncology, University of California Irvine School of Medicine, Orange, CA, USA
| | - Nanxin Li
- Vertex Pharmaceuticals, Boston, MA, USA
| | | |
Collapse
|
2
|
Martínez Redondo M, Carpio Segura C, Zamarrón De Lucas E, Álvarez-Sala Walther R, Prados Sánchez C. Should atelectasis be considered a pulmonary complication and indicator of poor prognosis in cystic fibrosis? J Int Med Res 2024; 52:3000605241233520. [PMID: 38546237 PMCID: PMC10981250 DOI: 10.1177/03000605241233520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 01/29/2024] [Indexed: 04/01/2024] Open
Abstract
OBJECTIVE This study examined whether bronchoscopy leads to clinicoradiological improvement in cystic fibrosis (CF) and the predictive factors. The study also investigated whether pulmonary atelectasis is a poor prognostic factor in CF. METHODS This multicenter, case-control, observational, retrospective study included two groups of patients with CF: a case group (patients with persistent atelectasis who were followed-up at least for 2 years) and a control group (patients without atelectasis matched 1:1 by sex and age [±3 years]). We recorded demographic data, lung function test results, pulmonary complications, comorbidities, treatments (including bronchoscopies, surgery and transplantation), and deaths. RESULTS Each group included 55 patients (case group: 20 men, mean age 25.4 ± 10.4 years; control group: 20 men, mean age 26.1 ± 11.4 years). Bronchoscopy did not lead to clinicoradiological improvement. Allergic bronchopulmonary aspergillosis (ABPA) was more frequent in the case group. Patients in the case group more frequently used inhaled steroids, their pre-atelectasis lung function was statistically worse, and they had more exacerbations during follow-up. CONCLUSION Moderate-to-severe pulmonary disease and ABPA can favor atelectasis. Pulmonary atelectasis can be a poor prognostic factor in CF because it increases exacerbations. Despite our results, we recommend enhancing treatment, including bronchoscopy, to prevent persistent atelectasis.
Collapse
Affiliation(s)
- María Martínez Redondo
- Respiratory Department, CIBERES, Hospital La Paz Institute for Health Research-IdiPAZ, La Paz University Hospital-Autónoma University of Madrid, Madrid, Spain
| | - Carlos Carpio Segura
- Respiratory Department, CIBERES, Hospital La Paz Institute for Health Research-IdiPAZ, La Paz University Hospital-Autónoma University of Madrid, Madrid, Spain
| | - Ester Zamarrón De Lucas
- Respiratory Department, CIBERES, Hospital La Paz Institute for Health Research-IdiPAZ, La Paz University Hospital-Autónoma University of Madrid, Madrid, Spain
| | - Rodolfo Álvarez-Sala Walther
- Respiratory Department, CIBERES, Hospital La Paz Institute for Health Research-IdiPAZ, La Paz University Hospital-Autónoma University of Madrid, Madrid, Spain
| | - Concepción Prados Sánchez
- Respiratory Department, CIBERES, Hospital La Paz Institute for Health Research-IdiPAZ, La Paz University Hospital-Autónoma University of Madrid, Madrid, Spain
| |
Collapse
|
3
|
Mukuria C, Rowen D, Acaster S, McGarry LJ, Lou Y, Sosnay PR, Quittner AL. Psychometric performance of the CFQ-R-8D compared to the EQ-5D-3L and SF-6D in people with cystic fibrosis. J Patient Rep Outcomes 2024; 8:24. [PMID: 38416239 PMCID: PMC10900011 DOI: 10.1186/s41687-024-00697-w] [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: 06/15/2023] [Accepted: 02/04/2024] [Indexed: 02/29/2024] Open
Abstract
OBJECTIVE This study aimed to compare the psychometric performance of the Cystic Fibrosis Questionnaire-Revised-8 Dimensions (CFQ-R-8D), a new, condition-specific, preference-based measure, with that of generic preference-based measures EQ-5D-3L and Short Form 6 dimensions (SF-6D). METHODS Data from three trials of participants with CF aged ≥ 14 years who completed the CFQ-R and EQ-5D-3L or SF-6D were used. Analyses were undertaken to evaluate convergent validity based on correlations with CFQ-R domain scores. Known-group validity was assessed based on percent predicted forced expiratory volume in one second and pulmonary exacerbations. Responsiveness was based on correlation of change and sensitivity to change based on change in symptom severity. Effect sizes and standardized response means were estimated. RESULTS CFQ-R-8D utilities and dimensions were strongly correlated with most of the overlapping CFQ-R domain scores (ρ > 0.5); EQ-5D-3L and SF-6D utilities and dimensions had moderate (ρ > 0.3) to strong correlations in dimensions capturing similar concepts. All measures showed evidence of known-group validity (P < 0.05). Change correlations were strong for CFQ-R-8D utilities and dimensions and CFQ-R, but they were moderate for SF-6D and mostly weak ((ρ > 0.1) for EQ-5D-3L. The SF-6D had the largest mean change over time and effect sizes, followed by CFQ-R-8D and then EQ-5D-3L. Neither CFQ-R-8D or SF-6D utility scores had ceiling effects (< 9% responses in full health) compared with those of EQ-5D-3L (61-62%). In participants classified as being in full health by EQ-5D-3L, CFQ-R-8D captured CF-specific health problems, particularly cough, abdominal pain, and breathing difficulty. CONCLUSIONS The CFQ-R-8D reflected known-group differences and changes over time with stronger evidence of good psychometric performance than EQ-5D-3L and similar evidence as SF-6D. Additionally, the CFQ-R-8D captured more condition-specific symptoms than EQ-5D-3L or SF-6D, which are important determinants of health-related quality of life for people with CF.
Collapse
Affiliation(s)
- Clara Mukuria
- School of Health and Related Research, The University of Sheffield, Sheffield, UK.
| | - Donna Rowen
- School of Health and Related Research, The University of Sheffield, Sheffield, UK
| | | | | | - Yiyue Lou
- Vertex Pharmaceuticals Incorporated, Boston, MA, USA
| | | | | |
Collapse
|
4
|
Smirnova N, Lowers J, Magee MJ, Auld SC, Hunt WR, Fitzpatrick A, Lama V, Kavalieratos D. Pulmonary Function and Quality of Life in Adults with Cystic Fibrosis. Lung 2023; 201:635-639. [PMID: 37973684 DOI: 10.1007/s00408-023-00658-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 11/09/2023] [Indexed: 11/19/2023]
Abstract
PURPOSE People living with cystic fibrosis (CF) experience impaired quality of life, but the extent to which pulmonary function is associated with quality of life in CF remains unclear METHODS: Using baseline data from a trial of specialist palliative care in adults with CF, we examined the association between pulmonary obstruction and quality of life (measured with the Functional Assessment of Chronic Illness Therapy Total Score). RESULTS Among 262 participants, median age was 33, and 78% were on modulator therapy. The median quality of life score was higher in those with mild obstruction (135, IQR 110-156) compared to moderate (125, IQR 109-146) and severe obstruction (120, IQR 106-136). In an unadjusted model, we observed a non-significant trend toward lower quality of life with increased obstruction-compared to participants with mild obstruction, those with moderate obstruction had quality of life score 7.46 points lower (95% CI -15.03 to 0.10) and those with severe obstruction had a score 9.98 points lower (95% CI -21.76 to 1.80). However, this association was no longer statistically significant in the adjusted model, which may reflect confounding due to sex, age, BMI, and modulator therapy. Comorbidities (depression and anxiety) and social determinants of health (financial insecurity and education) were also associated with quality of life. CONCLUSION Advancing our understanding of patient-centered markers of quality of life, rather than focusing on pulmonary function alone, may help identify novel interventions to improve quality of life in this patient population.
Collapse
Affiliation(s)
- Natalia Smirnova
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Emory University, AllergyAtlanta, GA, USA
| | - Jane Lowers
- Division of Palliative Medicine, Department of Family and Preventive Medicine, Emory University, Atlanta, GA, USA
| | - Matthew J Magee
- Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Sara C Auld
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Emory University, AllergyAtlanta, GA, USA
| | - William R Hunt
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Emory University, AllergyAtlanta, GA, USA
| | - Anne Fitzpatrick
- Department of Pediatrics, Emory University, Randall Rollins Building, #R544, 1516 Clifton Road, NE, Atlanta, GA, 30322, USA
| | - Vibha Lama
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Emory University, AllergyAtlanta, GA, USA
| | - Dio Kavalieratos
- Division of Palliative Medicine, Department of Family and Preventive Medicine, Emory University, Atlanta, GA, USA.
- Rollins School of Public Health, Emory University, Atlanta, GA, USA.
- Department of Pediatrics, Emory University, Randall Rollins Building, #R544, 1516 Clifton Road, NE, Atlanta, GA, 30322, USA.
| |
Collapse
|
5
|
Somayaji R, Quon BS. Breath of fresh insight: unraveling the evolution of our understanding of cystic fibrosis pulmonary exacerbations. Curr Opin Pulm Med 2023; 29:587-594. [PMID: 37642491 DOI: 10.1097/mcp.0000000000001010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
PURPOSE OF REVIEW Pulmonary exacerbations are critical events with significant negative impacts in persons with cystic fibrosis, but their diagnosis and management are highly variable. Highly effective modulator therapies have greatly improved health and reduced exacerbation events, but have also reshaped how they present. This review discusses the complexities of the diagnosis and management of pulmonary exacerbations as well as the emerging work and evidence in this area. RECENT FINDINGS The shifting epidemiology and our understanding of risk factors for pulmonary exacerbations are discussed. As symptoms may be more subtle in the modulator context, novel technologies including studies of remote monitoring are presented. The continued relevance of pulmonary exacerbations, the heterogeneity in their management, as well as current and forthcoming clinical trials to optimize treatment approaches are detailed. SUMMARY In spite of the dramatic reductions in pulmonary exacerbations, airway infections persist, a proportion of persons with cystic fibrosis either on or off modulator therapies continue to experience exacerbation events, and long-term data is lacking. Innovative approaches and studies will be crucial to enable standardized and generalizable strategies to improve outcomes in persons with cystic fibrosis.
Collapse
Affiliation(s)
- Ranjani Somayaji
- Department of Medicine, Cumming School of Medicine
- Department of Microbiology, Immunology and Infectious Disease
- Snyder Institute for Chronic Diseases, University of Calgary, Calgary, Canada
| | - Bradley S Quon
- Department of Medicine, Faculty of Medicine, University of British Columbia
- Centre for Heart Lung Innovation, St. Paul's Hospital, Vancouver, Canada
| |
Collapse
|
6
|
Meregaglia M, Nicod E, Drummond M. The estimation of health state utility values in rare diseases: do the approaches in submissions for NICE technology appraisals reflect the existing literature? A scoping review. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2023; 24:1151-1216. [PMID: 36335234 PMCID: PMC10406664 DOI: 10.1007/s10198-022-01541-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 10/11/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Rare diseases negatively impact patients' quality of life, but the estimation of health state utility values (HSUVs) in research studies and cost-utility models for health technology assessment is challenging. OBJECTIVES This study compared the methods for estimating the HSUVs included in manufacturers' submissions of orphan drugs to the National Institute for Health and Care Excellence (NICE) with those of published studies addressing the same rare diseases to understand whether manufacturers fully exploited the existing literature in developing their economic models. METHODS All NICE Technology Appraisal (TA) and Highly Specialized Technologies (HST) guidance documents of non-cancer European Medicines Agency (EMA) orphan medicinal products were reviewed and compared with any published primary studies, retrieved via PubMed until November 2020, and estimating HSUVs for the same conditions addressed in manufacturers' submissions. RESULTS We identified 22 NICE TA/HST appraisal reports addressing 19 different rare diseases. Sixteen reports presented original HSUVs estimated using EQ-5D or Health Utility Index (n = 12), direct methods (n = 2) or mapping (n = 2), while the other six included values obtained from the literature only. In parallel, we identified 111 published studies: 86.6% used preference-based measures (mainly EQ-5D, 60.7%), 12.5% direct techniques, and 2.7% mapping. The collection of values from non-patient populations (using 'vignettes') was more frequent in manufacturers' submissions than in the literature (22.7% vs. 8.0%). CONCLUSIONS The agreement on methodological choices between manufacturers' submissions and published literature was only partial. More efforts should be made by manufacturers to accurately reflect the academic literature and its methodological recommendations in orphan drugs submissions.
Collapse
Affiliation(s)
- Michela Meregaglia
- Research Centre on Health and Social Care Management (CERGAS), SDA Bocconi School of Management, Milan, Italy.
| | - Elena Nicod
- Research Centre on Health and Social Care Management (CERGAS), SDA Bocconi School of Management, Milan, Italy
| | | |
Collapse
|
7
|
Acaster S, Mukuria C, Rowen D, Brazier JE, Wainwright CE, Quon BS, Duckers J, Quittner AL, Lou Y, Sosnay PR, McGarry LJ. Development of the Cystic Fibrosis Questionnaire-Revised-8 Dimensions: Estimating Utilities From the Cystic Fibrosis Questionnaire-Revised. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2023; 26:567-578. [PMID: 36509366 DOI: 10.1016/j.jval.2022.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 11/09/2022] [Accepted: 12/01/2022] [Indexed: 05/06/2023]
Abstract
OBJECTIVES Cystic fibrosis (CF) limits survival and negatively affects health-related quality of life (HRQOL). Cost-effectiveness analysis (CEA) may be used to make reimbursement decisions for new CF treatments; nevertheless, generic utility measures used in CEA, such as EQ-5D, are insensitive to meaningful changes in lung function and HRQOL in CF. Here we develop a new, CF disease-specific, preference-based utility measure based on the adolescent/adult version of the Cystic Fibrosis Questionnaire-Revised (CFQ-R), a widely used, CF-specific, patient-reported measure of HRQOL. METHODS Blinded CFQ-R data from 4 clinical trials (NCT02347657, NCT02392234, NCT01807923, and NCT01807949) were used to identify discriminating items for a classification system using psychometric (eg, factor and Rasch) analyses. Thirty-two health states were selected for a time trade-off (TTO) exercise with a representative sample of the UK general population. TTO utilities were used to estimate a preference-based scoring algorithm by regression analysis (tobit models with robust standard errors clustered on participants with censoring at -1). RESULTS A classification system with 8 dimensions (CFQ-R-8 dimensions; physical functioning, vitality, emotion, role functioning, breathing difficulty, cough, abdominal pain, and body image) was generated. TTO was completed by 400 participants (mean age, 47.3 years; 49.8% female). Among the regression models evaluated, the tobit heteroscedastic-ordered model was preferred, with a predicted utility range from 0.236 to 1, no logical inconsistencies, and a mean absolute error of 0.032. CONCLUSION The CFQ-R-8 dimensions is the first disease-specific, preference-based scoring algorithm for CF, enabling estimation of disease-specific utilities for CEA based on the well-validated and widely used CFQ-R.
Collapse
Affiliation(s)
| | - Clara Mukuria
- School of Health and Related Research, The University of Sheffield, Regent Court, Sheffield, England, UK
| | - Donna Rowen
- School of Health and Related Research, The University of Sheffield, Regent Court, Sheffield, England, UK
| | - John E Brazier
- School of Health and Related Research, The University of Sheffield, Regent Court, Sheffield, England, UK
| | - Claire E Wainwright
- Child Health Research Centre, University of Queensland, Brisbane, QLD, Australia
| | - Bradley S Quon
- Centre for Heart Lung Innovation, St. Paul's Hospital, and Division of Respiratory Medicine, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Jamie Duckers
- Department of Respiratory Medicine, Cardiff and Vale University Health Board, NHS Wales, Cardiff, Wales, UK
| | | | - Yiyue Lou
- Biostatistics, Vertex Pharmaceuticals Incorporated, Boston, MA, USA
| | - Patrick R Sosnay
- Clincal Development, Vertex Pharmaceuticals Incorporated, Boston, MA, USA
| | - Lisa J McGarry
- Health Economics and Outcomes Research, Vertex Pharmaceuticals Incorporated, Boston, MA, USA
| |
Collapse
|
8
|
Acaster S, Williams K, Skrobanski H, Buesch K. Using the EQ-5D to measure caregiver health-related quality of life in rare pediatric disease: a study in aromatic L-amino acid decarboxylase deficiency. FUTURE NEUROLOGY 2022. [DOI: 10.2217/fnl-2022-0004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Aims: To evaluate how well the EQ-5D-5L, a generic preference-based measure of health-related quality of life, captures caregiver burden in a rare pediatric neurotransmitter disease. Materials & methods: Caregivers (n = 14) of individuals with aromatic L-amino acid decarboxylase (AADC) deficiency completed qualitative interviews on their experience as a caregiver, the EQ-5D-5L and a background questionnaire. Qualitative and quantitative data were compared to determine whether there was concordance or discordance in the findings. Results: No caregivers reported problems with mobility and self-care in either the qualitative interviews or on the EQ-5D-5L, and there was general concordance for pain/discomfort and anxiety/depression. However, discordance was found for usual activities, with 79% reporting no problems with this dimension on the EQ-5D-5L, compared with 100% describing substantial limitations during the interviews. Conclusion: The EQ-5D-5L may not be appropriate to evaluate caregiver burden in AADC deficiency, where caregivers' perceptions of “usual activities” differ substantially from the general population.
Collapse
Affiliation(s)
- Sarah Acaster
- Acaster Lloyd Consulting Ltd. 8th Floor, Lacon House, 84 Theobalds Road, London, WC1X 8NL, UK
| | - Kate Williams
- Acaster Lloyd Consulting Ltd. 8th Floor, Lacon House, 84 Theobalds Road, London, WC1X 8NL, UK
| | - Hanna Skrobanski
- Acaster Lloyd Consulting Ltd. 8th Floor, Lacon House, 84 Theobalds Road, London, WC1X 8NL, UK
| | - Katharina Buesch
- PTC Therapeutics Switzerland GmbH, Tower 2, Turmstrasse 28, CH-6312 Steinhausen/Zug, Switzerland
| |
Collapse
|
9
|
Greaney C, Bohan K, Tecklenborg S, Casserly B, Green J, Van de Ven P, Robinson K, Tierney A. Diet quality in cystic fibrosis – associations with patient reported outcome measures and enablers and barriers to eating a healthy diet: A protocol paper for a mixed methods study. HRB Open Res 2022; 5:33. [PMID: 36091185 PMCID: PMC9428499 DOI: 10.12688/hrbopenres.13533.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/29/2022] [Indexed: 11/20/2022] Open
Abstract
Background: People with cystic fibrosis (PWCF) have increased energy requirements. However, in recent years concerns have emerged regarding the ‘cystic fibrosis (CF) diet’ in terms of reliance on energy-dense, nutrient poor foods, which tend to be higher in saturated fat, sugar, and salt. These foods lack essential nutrients and are aetiologically linked with diet-related chronic diseases. The aim is to explore habitual dietary intakes in PWCF and (i) assess adherence to CF dietary guidelines and population specific healthy eating guidelines; (ii) derive a diet quality score and the inflammatory potential for the average diet consumed by PWCF and assess associations with patient reported outcome measures; (iii) assess drivers for current consumption patterns and enablers and barriers to eating a healthy diet. Methods: The aim is to recruit between 100-180 PWCF. A mixed methods study will be performed. Using three-day food diaries and food frequency questionnaires, aims (i) and (ii) will be addressed. The Dietary Approaches to Stop Hypertension (DASH) score and Healthy Eating Index-International (HEI-I) will derive diet quality scores. The Dietary Inflammatory Index (DII®) will ascertain inflammatory potential of the diet. Validated questionnaires will be used to report health related quality of life measures. Online focus groups and semi-structured interview with PWCF will address aim (iii). Conclusions: It is timely to revise dietary priorities and targets for CF. However, a greater understanding of what adults with CF currently consume and what they require in terms of nutrition and dietary guidance into the future is needed. In doing so, this research will help to clarify nutrition priorities and simplify the dietary aspects of CF treatment, thereby supporting adherence.
Collapse
Affiliation(s)
- Cian Greaney
- School of Allied Health, University of Limerick, Limerick, V94 T9PX, Ireland
| | - Katie Bohan
- School of Allied Health, University of Limerick, Limerick, V94 T9PX, Ireland
| | - Sarah Tecklenborg
- Cystic Fibrosis Ireland, 24 Lower Rathmines Rd, Rathmines, Dublin, Ireland
| | - Brian Casserly
- Department of Respiratory Medicine, University Hospital Limerick, Dooradoyle, Limerick, V94 F858, Ireland
| | - James Green
- School of Allied Health, University of Limerick, Limerick, V94 T9PX, Ireland
- Health Research Institute, University of Limerick, Limerick, V94 T9PX, Ireland
| | - Pepijn Van de Ven
- Department of Electronic and Computer Engineering, University of Limerick, Limerick, V94 T9PX, Ireland
- Health Implementation Science and Technology Cluster, Health Research Institute, University of Limerick, Limerick, V94 T9PX, Ireland
| | - Katie Robinson
- School of Allied Health, University of Limerick, Limerick, V94 T9PX, Ireland
- Health Research Institute, University of Limerick, Limerick, V94 T9PX, Ireland
| | - Audrey Tierney
- School of Allied Health, University of Limerick, Limerick, V94 T9PX, Ireland
- Health Implementation Science and Technology Cluster, Health Research Institute, University of Limerick, Limerick, V94 T9PX, Ireland
- Department of Dietetics, Human Nutrition and Sport, La Trobe University, Melbourne, Victoria, 3086, Australia
| |
Collapse
|
10
|
Rubin JL, Lopez A, Booth J, Gunther P, Jena AB. Limitations of standard cost-effectiveness methods for health technology assessment of treatments for rare, chronic diseases: a case study of treatment for cystic fibrosis. J Med Econ 2022; 25:783-791. [PMID: 35549639 DOI: 10.1080/13696998.2022.2077550] [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] [Indexed: 10/18/2022]
Abstract
OBJECTIVES Cost-effectiveness analysis (CEA) is useful to assess the value of health care interventions based on clinical effectiveness and costs. However, standard CEA methods make important assumptions that may significantly increase the incremental cost-effectiveness ratio (ICER) for lifelong treatments for rare, chronic diseases. We used the cost-effectiveness of elexacaftor/tezacaftor/ivacaftor and ivacaftor (ELX/TEZ/IVA) for the treatment of cystic fibrosis as a case study to explore how alternative assumptions for (1) discounting, (2) utility measures, (3) disease management costs, and (4) static drug pricing impact cost-effectiveness outcomes. MATERIALS AND METHODS Cost-effectiveness of ELX/TEZ/IVA was evaluated using base-case inputs and assumptions reflecting standard CEA methods and was then compared with cost-effectiveness estimates obtained with alternate assumptions: (1) applying a lower discount rate to health benefits (1.5%) than costs (3%); (2) including a treatment-specific utility increment; (3) excluding disease management costs incurred during the period of extended survival attributable to ELX/TEZ/IVA treatment; and (4) decreasing the price of ELX/TEZ/IVA following loss of exclusivity. RESULTS Modifying assumptions for these four factors together reduced the ICER by 75% from the base case, with the largest reduction (45%) occurring when the price trajectory was modified to allow for generic entry. Differential discounting, use of a treatment-specific utility increment, and exclusion of additional disease management costs each individually reduced the ICER by 36%, 14%, and 10%, respectively, from the base case. CONCLUSIONS This study illustrates the impact that modifications to standard CEA methods may have on measures of cost-effectiveness for rare, chronic diseases.
Collapse
Affiliation(s)
- Jaime L Rubin
- Vertex Pharmaceuticals Incorporated, Boston, MA, USA
| | - Andrea Lopez
- Vertex Pharmaceuticals Incorporated, Boston, MA, USA
| | - Jason Booth
- Vertex Pharmaceuticals Incorporated, Boston, MA, USA
| | | | | |
Collapse
|
11
|
Carnovale V, Iacotucci P, Terlizzi V, Colangelo C, Medio P, Ferrillo L, De Gregorio F, Francalanci M, Taccetti G, Buonaurio S, d'Ippolito M, Marsicovetere G, D'Andria M, Ferrara N, Salvatore D. Effectiveness and safety of elexacaftor/tezacaftor/ivacaftor in patients with cystic fibrosis and advanced lung disease with the Phe508del/minimal function genotype. Respir Med 2021; 189:106646. [PMID: 34673344 DOI: 10.1016/j.rmed.2021.106646] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 08/31/2021] [Accepted: 10/06/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Elexacaftor/tezacaftor/ivacaftor (E/T/I) is a cystic fibrosis transmembrane conductance regulator (CFTR) triple combination therapy used for the treatment of cystic fibrosis (CF) in patients aged ≥12 years who have at least one copy of the Phe508del mutation (F) in the CFTR gene or another mutation that is responsive to treatment with E/T/I. This study determined the effectiveness and safety of E/T/I treatment in a cohort of CF patients. METHODS This retrospective cohort study collected data from the first 6 months of treatment of patients with CF, compound heterozygotes for the F and a minimal function (MF) mutations, enrolled in an E/T/I compassionate use program only available to patients having ppFEV1<40 or who are considered for lung transplantation. Forty-seven patients were included. Follow-up was performed after 1, 3, and 6 months from the beginning of therapy, assessing lung function, body mass index (BMI), sweat chloride concentration (SCC), quality of life (QoL), and safety. RESULTS After 6 months of treatment, the mean (standard deviation (SD)) SCC decreased from 91.1 (19.3) mmol/L to 46.2 (24.2) mmol/L. The decrease of SCC was accompanied by improvement of lung function (mean (95% Confidence Interval (CI) absolute increase in ppFEV1 was 10.69 (8.05,13.33) after 1 month and 14.16 (11.43, 16.89) after 6 months of treatment), nutrition (mean (SD) BMI increased from 20.7 (3.0) kg/m2 at baseline to 22.6 (3.1) after 6 months), and QoL. No safety concerns were observed. CONCLUSIONS E/T/I was clinically effective and safe in patients with advanced CF lung disease with an F/MF genotype.
Collapse
Affiliation(s)
- Vincenzo Carnovale
- Department of Translational Medical Science, Cystic Fibrosis Center, Adult Unit, University of Naples "Federico II", Italy.
| | - Paola Iacotucci
- Department of Translational Medical Science, Cystic Fibrosis Center, Adult Unit, University of Naples "Federico II", Italy
| | - Vito Terlizzi
- Cystic Fibrosis Center, Department of Paediatric Medicine, Anna Meyer Children's University Hospital, Florence, Italy
| | | | - Pietro Medio
- Department of Translational Medical Science, Cystic Fibrosis Center, Adult Unit, University of Naples "Federico II", Italy
| | - Lorenza Ferrillo
- Department of Translational Medical Science, Cystic Fibrosis Center, Adult Unit, University of Naples "Federico II", Italy
| | | | - Michela Francalanci
- Cystic Fibrosis Center, Department of Paediatric Medicine, Anna Meyer Children's University Hospital, Florence, Italy
| | - Giovanni Taccetti
- Cystic Fibrosis Center, Department of Paediatric Medicine, Anna Meyer Children's University Hospital, Florence, Italy
| | - Serena Buonaurio
- Department of Translational Medical Science, Cystic Fibrosis Center, Adult Unit, University of Naples "Federico II", Italy
| | - Marcella d'Ippolito
- Department of Translational Medical Science, Cystic Fibrosis Center, Adult Unit, University of Naples "Federico II", Italy
| | | | | | - Nicola Ferrara
- Department of Translational Medical Science, Cystic Fibrosis Center, Adult Unit, University of Naples "Federico II", Italy
| | | |
Collapse
|
12
|
Huang SP, McKinzie CJ, Tak CR. Cost-effectiveness of implementing routine hearing screening using a tablet audiometer for pediatric cystic fibrosis patients receiving high-dose IV aminoglycosides. J Manag Care Spec Pharm 2021; 27:157-165. [PMID: 33506732 PMCID: PMC10390962 DOI: 10.18553/jmcp.2021.27.2.157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: Cystic fibrosis (CF) patients who receive high-dose aminoglycosides can acquire inner ear damage and subsequent hearing loss. There is no current standard protocol for assessing ototoxicity in CF centers in the United States. OBJECTIVE: To evaluate the cost-effectiveness of a pharmacist-implemented routine hearing screening for ototoxicity among pediatric patients using a clinically validated tablet audiometer to allow for earlier detection of hearing loss in an exploratory analysis. METHODS: A Markov decision-analytic model was developed to assess the cost-effectiveness of implementing routine screening with monthly cycles over a 3-year time horizon. The model measured the difference in promptly detected hearing loss, delayed detected hearing loss, and undetected hearing loss, compared with current screening practices. Model inputs were obtained through a comprehensive literature review. Primary model outcomes included total health care costs and quality-adjusted life-years (QALYs) gained with a 3% yearly discount. One-way, two-way, and probabilistic sensitivity analyses were conducted to evaluate model uncertainty. RESULTS: In a hypothetical cohort of 100 patients, routine screening using a tablet audiometer increased promptly detected hearing loss by 8 patients. There was an incremental gain of 3.2 QALYs at an increased cost of $333,826 compared with current screening practices. This resulted in an incremental cost-effectiveness ratio (ICER) of $103,771 per QALY. In the 1-way sensitivity analysis, the ICER ranged between $64,345 and $258,830 per QALY. CONCLUSIONS: Using a tablet audiometer for routine hearing screening appears to be a cost-effective option at a $150,000 per QALY willingness-to-pay threshold when only considering the immediate benefits gained. This analysis did not examine the long-term effects of early detection in language development for pediatric patients. DISCLOSURES: Huang reports funding from the University of North Carolina and GlaxoSmithKline Health Outcomes Fellowship. GlaxoSmithKline had no involvement in the study creation, analysis, or manuscript composition. The other authors have nothing to disclose.
Collapse
Affiliation(s)
- Shirley P Huang
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill
| | | | - Casey R Tak
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill and University of North Carolina Health Sciences at MAHEC, Asheville
| |
Collapse
|
13
|
McLeod C, Wood J, Schultz A, Norman R, Smith S, Blyth CC, Webb S, Smyth AR, Snelling TL. Outcomes and endpoints reported in studies of pulmonary exacerbations in people with cystic fibrosis: A systematic review. J Cyst Fibros 2020; 19:858-867. [PMID: 33191129 DOI: 10.1016/j.jcf.2020.08.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 08/25/2020] [Accepted: 08/25/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND There is no consensus about which outcomes should be evaluated in studies of pulmonary exacerbations in people with cystic fibrosis (CF). Outcomes used for evaluation should be meaningful; that is, they should capture how people feel, function or survive and be acknowledged as important to people with CF, or should be reliable surrogates of those outcomes. We aimed to summarise the outcomes and corresponding endpoints which have been reported in studies of pulmonary exacerbations, and to identify those which are most likely to be meaningful. METHODS A PROSPERO registered systematic review (CRD42020151785) was conducted in Medline, Embase and Cochrane from inception until July 2020. Registered trials were also included. RESULTS 144 studies met the inclusion criteria. A wide range of outcomes and corresponding endpoints were reported. Death, QoL and many patient-reported outcomes are likely to be meaningful as they directly capture how people feel, function or survive. Forced expiratory volume in 1-second [FEV1] is a validated surrogate of risk of death and reduced QoL. The extent of structural lung disease has also been correlated with lung function, pulmonary exacerbations and risk of death. Since no evidence of a correlation between airway microbiology or biomarkers with clinically meaningful outcomes was found, the value of these as surrogates was unclear. CONCLUSIONS Death, QoL, patient-reported outcomes, FEV1, and structural lung changes were identified as outcomes that are most likely to be meaningful. Development of a core outcome set in collaboration with stakeholders including people with CF is recommended.
Collapse
Affiliation(s)
- Charlie McLeod
- Wesfarmers Centre for Vaccines and Infectious Diseases, Telethon Kids Institute, 15 Hospital Ave, Nedlands WA 6009, Australia; Infectious Diseases Department, Perth Children's Hospital, 15 Hospital Ave, Nedlands 6009, Australia; Division of Paediatrics, Faculty of Medicine, University of Western Australia, 35 Stirling Hwy, Nedlands 6009, Australia.
| | - Jamie Wood
- Physiotherapy Department, Sir Charles Gairdner Hospital, Hospital Ave, Nedlands 6009, Australia; Abilities Research Center, Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, United States of America.
| | - André Schultz
- Centre for Respiratory Health, Telethon Kids Institute, University of Western Australia, 35 Stirling Hwy, Nedlands 6009, Australia; Respiratory Department, Perth Children's Hospital, 15 Hospital Ave, Nedlands 6009, Australia.
| | - Richard Norman
- School of Public health, 400 Curtin University, Kent St, Bentley 6102, Australia.
| | - Sherie Smith
- Evidence Based Child Health Group, University of Nottingham, Queens Medical Centre, Nottingham NG7 2UH, United Kingdom.
| | - Christopher C Blyth
- Wesfarmers Centre for Vaccines and Infectious Diseases, Telethon Kids Institute, 15 Hospital Ave, Nedlands WA 6009, Australia; Infectious Diseases Department, Perth Children's Hospital, 15 Hospital Ave, Nedlands 6009, Australia; Pathwest Laboratory Medicine WA, QEII Medical Centre, Nedlands 6009, Australia.
| | - Steve Webb
- St John of God Hospital, 12 Salvado Road, Subiaco 6008, Australia; School of Population Health and Preventive Medicine, 553 St Kilda Rd, Monash University, Melbourne 3004, Australia.
| | - Alan R Smyth
- Evidence Based Child Health Group, University of Nottingham, Queens Medical Centre, Nottingham NG7 2UH, United Kingdom.
| | - Thomas L Snelling
- Menzies School of Health Research, PO Box 41096 Casuarina NT 0811, Australia; Sydney School of Public Health, Faculty of Medicine and Health, Edward Ford Building, University of Sydney NSW 2006, Australia.
| |
Collapse
|
14
|
Abstract
BACKGROUND To determine patient-reported outcome measures (PROMs) which may be suitable for incorporation into the Australian Cystic Fibrosis Data Registry (ACFDR) by identifying PROMs administered in adult and paediatric cystic fibrosis (CF) populations in the last decade. METHODS We searched MEDLINE, EMBASE, Scopus, CINAHL, PsycINFO and Cochrane Library databases for studies published between January 2009 and February 2019 describing the use of PROMs to measure health-related quality of life (HRQoL) in adult and paediatric patients with CF. Validation studies, observational studies and qualitative studies were included. The search was conducted on 13 February 2019. The COnsensus-based Standards for the selection of health Measurement INstruments Risk of Bias Checklist was used to assess the methodological quality of included studies. RESULTS Twenty-seven different PROMs were identified. The most commonly used PROMs were designed specifically for CF. Equal numbers of studies were conducted on adult (32%, n=31), paediatric (35%, n=34) and both (27%, n=26) populations. No PROMs were used within a clinical registry setting previously. The two most widely used PROMs, the Cystic Fibrosis Questionnaire-Revised (CFQ-R) and the Cystic Fibrosis Quality of Life Questionnaire (CFQoL), demonstrated good psychometric properties and acceptability in English-speaking populations. DISCUSSION We found that although PROMs are widely used in CF, there is a lack of reporting on the efficacy of methods and timepoints of administration. We identified the CFQ-R and CFQoL as the most suitable for incorporation in the ACFDR as they captured significant effects of CF on HRQoL and were reliable and valid in CF populations. These PROMs will be used in a further qualitative study assessing patients' with CF and clinicians' perspectives toward the acceptability and feasibility of incorporating a PROM in the ACFDR. PROSPERO REGISTRATION NUMBER CRD42019126931.
Collapse
Affiliation(s)
- Irushi Ratnayake
- Department of Epidemiology and Preventive Medicine, Monash University, Clayton, Victoria, Australia
| | - Susannah Ahern
- Department of Epidemiology and Preventive Medicine, Monash University, Clayton, Victoria, Australia
| | - Rasa Ruseckaite
- Department of Epidemiology and Preventive Medicine, Monash University, Clayton, Victoria, Australia
| |
Collapse
|
15
|
Salvatore D, Terlizzi V, Francalanci M, Taccetti G, Messore B, Biglia C, Pisi G, Calderazzo MA, Caloiero M, Pizzamiglio G, Majo F, Cresta F, Leonetti G, De Venuto D. Ivacaftor improves lung disease in patients with advanced CF carrying CFTR mutations that confer residual function. Respir Med 2020; 171:106073. [DOI: 10.1016/j.rmed.2020.106073] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Revised: 06/23/2020] [Accepted: 06/25/2020] [Indexed: 01/07/2023]
|
16
|
Barbato E, Daly B, Douglas S, Kerr M, Litman P, Darrah R. Genetic Variation Near chrXq22-q23 Is Linked to Emotional Functioning in Cystic Fibrosis. Biol Res Nurs 2020; 22:319-325. [PMID: 32390518 DOI: 10.1177/1099800420924125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
INTRODUCTION Cystic fibrosis (CF) is an autosomal recessive disease that affects many organ systems, most notably the pulmonary and gastrointestinal systems. Through genome-wide association studies, multiple genetic regions modifying CF-related pulmonary and gastrointestinal symptoms have been identified, but translation of these findings to clinical benefit remains elusive. Symptom variation in CF patients has been associated with changes in health-related quality of life (HRQOL), but the relationship between CF symptom-modifying genetic loci and HRQOL has not been explored. The purpose of this study was to determine whether two previously identified genetic modifiers of CF-related pathology also modify the subscales of HRQOL. METHODS HRQOL and genotype data were obtained and analyzed. Linear regressions were used to examine the amount of variance in HRQOL subscales that could be explained by genotype for each modifier locus. RESULTS A significant regression equation was found between genotype for rs5952223, a variant near chrXq22-q23, and emotional functioning in a sample of 129 CF patients. DISCUSSION These data suggest that genotype for this single-nucleotide polymorphism is associated with emotional functioning in CF patients and highlight this genetic region as a potential therapeutic target, irrespective of CF transmembrane conductance regulator genotype.
Collapse
Affiliation(s)
- Eric Barbato
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Barbara Daly
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| | - Sara Douglas
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| | - Mary Kerr
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| | - Paul Litman
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| | - Rebecca Darrah
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, OH, USA.,Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| |
Collapse
|
17
|
Mohindru B, Turner D, Sach T, Bilton D, Carr S, Archangelidi O, Bhadhuri A, Whitty JA. Health State Utility Data in Cystic Fibrosis: A Systematic Review. PHARMACOECONOMICS - OPEN 2020; 4:13-25. [PMID: 31054048 PMCID: PMC7018933 DOI: 10.1007/s41669-019-0144-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
INTRODUCTION Cystic fibrosis (CF) is a life-limiting, hereditable condition, with the highest prevalence in Europe. CF treatments have led to improvements in clinical symptoms, disease management and decelerated disease progression. However, little is known about the health state utility (HSU) associated with CF disease states, adverse events, and changes in disease severity. Although HSU data have contributed to existing health economic modelling studies, a lack of such data have been highlighted. This systematic review aims to provide a summary of HSU-related research in CF and highlight related research gaps. METHODS Online searches were performed in six databases and studies in any of the following categories were included: (1) estimation of HSUs in CF; (2) mapping studies between patient-reported outcome measures (PROMs) and HSUs; (3) economic evaluations on the management of CF that report primary HSU data; and (4) any CF clinical trial that reported HSU as an outcome. RESULTS A total of 17 studies were reviewed, of which 12 provided HSU values for specific CF populations. The remaining five articles provided HSU data that were broken down by CF relevant health states, including lung transplantations, pulmonary exacerbation (PEx) events and forced expiratory volume in 1 s (FEV1). CONCLUSION Current HSU data in CF are limited and there is considerable scope for further research, both in providing HSU values for CF and in investigating methods for HSU elicitation/evaluation in CF populations.
Collapse
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
| |
Collapse
|
18
|
Lopes-Pacheco M. CFTR Modulators: The Changing Face of Cystic Fibrosis in the Era of Precision Medicine. Front Pharmacol 2020; 10:1662. [PMID: 32153386 PMCID: PMC7046560 DOI: 10.3389/fphar.2019.01662] [Citation(s) in RCA: 269] [Impact Index Per Article: 67.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 12/19/2019] [Indexed: 12/22/2022] Open
Abstract
Cystic fibrosis (CF) is a lethal inherited disease caused by mutations in the CF transmembrane conductance regulator (CFTR) gene, which result in impairment of CFTR mRNA and protein expression, function, stability or a combination of these. Although CF leads to multifaceted clinical manifestations, the respiratory disorder represents the major cause of morbidity and mortality of these patients. The life expectancy of CF patients has substantially lengthened due to early diagnosis and improvements in symptomatic therapeutic regimens. Quality of life remains nevertheless limited, as these individuals are subjected to considerable clinical, psychosocial and economic burdens. Since the discovery of the CFTR gene in 1989, tremendous efforts have been made to develop therapies acting more upstream on the pathogenesis cascade, thereby overcoming the underlying dysfunctions caused by CFTR mutations. In this line, the advances in cell-based high-throughput screenings have been facilitating the fast-tracking of CFTR modulators. These modulator drugs have the ability to enhance or even restore the functional expression of specific CF-causing mutations, and they have been classified into five main groups depending on their effects on CFTR mutations: potentiators, correctors, stabilizers, read-through agents, and amplifiers. To date, four CFTR modulators have reached the market, and these pharmaceutical therapies are transforming patients' lives with short- and long-term improvements in clinical outcomes. Such breakthroughs have paved the way for the development of novel CFTR modulators, which are currently under experimental and clinical investigations. Furthermore, recent insights into the CFTR structure will be useful for the rational design of next-generation modulator drugs. This review aims to provide a summary of recent developments in CFTR-directed therapeutics. Barriers and future directions are also discussed in order to optimize treatment adherence, identify feasible and sustainable solutions for equitable access to these therapies, and continue to expand the pipeline of novel modulators that may result in effective precision medicine for all individuals with CF.
Collapse
Affiliation(s)
- Miquéias Lopes-Pacheco
- Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, Lisbon, Portugal
| |
Collapse
|
19
|
Bell SC, Mall MA, Gutierrez H, Macek M, Madge S, Davies JC, Burgel PR, Tullis E, Castaños C, Castellani C, Byrnes CA, Cathcart F, Chotirmall SH, Cosgriff R, Eichler I, Fajac I, Goss CH, Drevinek P, Farrell PM, Gravelle AM, Havermans T, Mayer-Hamblett N, Kashirskaya N, Kerem E, Mathew JL, McKone EF, Naehrlich L, Nasr SZ, Oates GR, O'Neill C, Pypops U, Raraigh KS, Rowe SM, Southern KW, Sivam S, Stephenson AL, Zampoli M, Ratjen F. The future of cystic fibrosis care: a global perspective. THE LANCET RESPIRATORY MEDICINE 2020; 8:65-124. [DOI: 10.1016/s2213-2600(19)30337-6] [Citation(s) in RCA: 351] [Impact Index Per Article: 87.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Revised: 07/19/2019] [Accepted: 08/14/2019] [Indexed: 02/06/2023]
|
20
|
Suthoff E, Mainz JG, Cox DW, Thorat T, Grossoehme DH, Fridman M, Sawicki GS, Rosenfeld M. Caregiver Burden Due to Pulmonary Exacerbations in Patients with Cystic Fibrosis. J Pediatr 2019; 215:164-171.e2. [PMID: 31761140 DOI: 10.1016/j.jpeds.2019.08.038] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 07/10/2019] [Accepted: 08/20/2019] [Indexed: 12/28/2022]
Abstract
OBJECTIVE To describe the poorly understood burden of pulmonary exacerbations experienced by primary caregivers of children (aged 2-17 years) with cystic fibrosis (CF), who frequently require prolonged hospitalizations for treatment of pulmonary exacerbations with intravenous (IV) antibiotics. STUDY DESIGN In this prospective observational study, 88 caregivers in Germany, Ireland, the United Kingdom, and the US completed a survey during pulmonary exacerbation-related hospitalizations (T1) and after return to a "well state" of health (T2). The impact of pulmonary exacerbations on caregiver-reported productivity, mental/physical health, and social/family/emotional functioning was quantified. RESULTS Primary caregivers of children with CF reported significantly increased burden during pulmonary exacerbations, as measured by the 12-item Short-Form Health Survey mental health component and the Work Productivity and Activity Impairment: Specific Health Problem absenteeism, presenteeism, work productivity loss, and activity impairment component scores. Compared to the "well state," during pulmonary exacerbations-related hospitalization caregivers reported lower physical health scores on the Child Health Questionnaire-Parent Form 28. Quality-of-life scores on the Caregiver Quality of Life Cystic Fibrosis scale and total support score on the Multidimensional Scale of Perceived Social Support did not differ significantly between T1 and T2. More caregivers reported a negative impact on family/social/emotional functioning during pulmonary exacerbations than during the "well state." CONCLUSIONS Pulmonary exacerbations necessitating hospitalization impose a significant burden on primary caregivers of children with CF. Preventing pulmonary exacerbations may substantially reduce this burden.
Collapse
Affiliation(s)
| | - Jochen G Mainz
- Department of Pediatrics, Pediatric Pulmonology, Jena University Hospital, Jena, Germany; Pediatric Pulmonology and Cystic Fibrosis, Brandenburg Medical School, University Hospital, Brandenburg, Germany
| | - Desmond W Cox
- Respiratory Department, Our Lady's Children's Hospital, Crumlin, Dublin, Ireland
| | - Teja Thorat
- Vertex Pharmaceuticals Incorporated, Boston, MA
| | - Daniel H Grossoehme
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH; Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | | | - Gregory S Sawicki
- Division of Pulmonary Medicine, Boston Children's Hospital, Boston, MA
| | - Margaret Rosenfeld
- Division of Pulmonary and Sleep Medicine, Seattle Children's Hospital, Seattle, WA.
| |
Collapse
|
21
|
Salvatore D, Carnovale V, Iacotucci P, Braggion C, Castellani C, Cimino G, Colangelo C, Francalanci M, Leonetti G, Lucidi V, Manca A, Vitullo P, Ferrara N. Effectivenesss of ivacaftor in severe cystic fibrosis patients and non-G551D gating mutations. Pediatr Pulmonol 2019; 54:1398-1403. [PMID: 31237430 DOI: 10.1002/ppul.24424] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Accepted: 06/07/2019] [Indexed: 12/30/2022]
Abstract
BACKGROUND Ivacaftor is a significant innovation in the treatment of cystic fibrosis (CF) with gating mutations. A substantial percentage of patients with CF have severe lung involvement, but these patients are usually excluded from phase III clinical trials. Thus, the effectiveness of ivacaftor in this population has not been fully determined. METHODS Data were collected from Italian CF centers with patients enrolled in an ivacaftor compassionate use programme (percent predicted [pp] forced expiratory volume in 1 second [FEV1 ] < 40%, or on lung transplant waiting list, or with a fast worsening trend of lung function). Data were collected for 1 year before and 1 year after ivacaftor commencement. RESULTS Thirteen patients received ivacaftor for a median of 320 days. Mean (SD) ppFEV1 increased from 35.1% (14.3%) before treatment to 46.6% (18.8%) after 12 months of treatment (absolute increase 11.5%, relative increase 32.8%). Mean distance of the 6-minute walking test improved significantly, from 535.1 m before to 611.6 m after 12 months of treatment (P = .002). The number of pulmonary exacerbations decreased significantly, from 57 during the year before ivacaftor to 28 in the year following ivacaftor (P = .0048). Five of the 13 patients (38.5%) had no exacerbations during the 12 months after starting ivacaftor. Median weight increased significantly, from 52.7 kg to 55.6 kg (P = .0031). Mean (SD) sweat chloride concentration decreased significantly, from 99.5 (22.8) mmol/L to 39.3 (15.8) mmol/L (P < .0001). No safety concerns were registered. CONCLUSIONS Ivacaftor was safe and effective in patients with CF with severe lung disease and non-G551D gating mutations.
Collapse
Affiliation(s)
| | - Vincenzo Carnovale
- Adult Cystic Fibrosis Center, Department of Translational Medical Sciences, Federico II University of Naples, Naples, Italy
| | - Paola Iacotucci
- Adult Cystic Fibrosis Center, Department of Translational Medical Sciences, Federico II University of Naples, Naples, Italy
| | | | - Carlo Castellani
- Cystic Fibrosis Centre, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | | | | | | | | | - Vincenzina Lucidi
- Cystic Fibrosis Center, Ospedale Pediatrico Bambino Gesù, Rome, Italy
| | - Antonio Manca
- Cystic Fibrosis Center, Ospedale Pediatrico Bambino Gesù, Rome, Italy
| | - Pamela Vitullo
- Cystic Fibrosis Unit, Hospital G. Tatarella, Foggia, Italy
| | - Nicola Ferrara
- Cystic Fibrosis Center, Hospital San Carlo, Potenza, Italy
| |
Collapse
|
22
|
Bell SC, Mainz JG, MacGregor G, Madge S, Macey J, Fridman M, Suthoff ED, Narayanan S, Kinnman N. Patient-reported outcomes in patients with cystic fibrosis with a G551D mutation on ivacaftor treatment: results from a cross-sectional study. BMC Pulm Med 2019; 19:146. [PMID: 31409396 PMCID: PMC6693259 DOI: 10.1186/s12890-019-0887-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Accepted: 06/26/2019] [Indexed: 01/13/2023] Open
Abstract
Background Clinical studies demonstrate that ivacaftor (IVA) improves health-related quality of life (HRQoL) in patients aged ≥6 years with cystic fibrosis (CF). The real-world impact of IVA and standard of care (SOC) in groups of patients with G551D and F508del mutations, respectively, was assessed using a survey comprising disease-specific and generic HRQoL measures. Methods Patients with CF aged ≥12 years, or aged 6–11 years with caregiver support, with either (1) a G551D mutation and receiving IVA (G551D/IVA) for ≥3 months, or (2) homozygous for F508del and receiving SOC before lumacaftor/IVA availability (F508del/SOC), were eligible to participate in a cross-sectional survey. Demographic and clinical characteristics, and HRQoL measures were compared between patient groups, and multiple regression analyses were conducted. Results After differences in patient demographic and clinical characteristics were controlled for, significantly better scores were observed in the G551D/IVA group than in the F508del/SOC group on multiple domains of the validated Cystic Fibrosis Questionnaire-Revised and the EuroQol 5-dimensions 5-level questionnaire. Conclusions G551D/IVA patients reported better HRQoL than F508del/SOC patients on generic and disease-specific measures in a real-world setting.
Collapse
Affiliation(s)
- Scott C Bell
- Department of Thoracic Medicine, The Prince Charles Hospital and QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.
| | - Jochen G Mainz
- Jena University Hospital, Jena, Germany.,Brandenburg Medical School (MHB), University , Brandenburg an der Havel, Germany
| | | | | | - Julie Macey
- University Hospital Bordeaux, Bordeaux, France
| | | | | | | | - Nils Kinnman
- Vertex Pharmaceuticals Incorporated, Boston, MA, USA
| |
Collapse
|
23
|
Lang RL, Wilson C, Stockton K, Russell T, Johnston LM. CyFiT telehealth: protocol for a randomised controlled trial of an online outpatient physiotherapy service for children with cystic fibrosis. BMC Pulm Med 2019; 19:21. [PMID: 30678670 PMCID: PMC6344991 DOI: 10.1186/s12890-019-0784-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2018] [Accepted: 01/09/2019] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Telehealth and telemonitoring is an emerging area of study in people with cystic fibrosis (CF), with the potential of increasing access to care, and minimising infection control risks to patients without compromising their health outcomes. To date, limited evidence is available to support the use of telehealth in paediatric population with CF in a clinical setting. This study aims to investigate the utility of a multimodal telehealth-based outpatient physiotherapy service and assess its effect on quality of life, functional exercise capacity, hospital admission and intravenous antibiotic requirements, lung function, processes of care, participation in activities of daily living, and health economics associated with operating an innovative service. METHOD This single centre, prospective, parallel, randomised, controlled, non-inferiority trial aims to recruit 110 children with CF between the ages 8 to 18 years of age. Participants will be randomised to the Usual Outpatient Physiotherapy Service group (Usual OPS) or the telehealth intervention group (CyFiT OPS). Quality of life, participation in activity of daily living, functional exercise capacity and patient perception of care will be examined every six months using the Cystic Fibrosis Questionnaire-Revised (CFQ-R), Children's Assessment of Participation and Enjoyment (CAPE), Preferences for Activities of Children (PAC) questionnaire, Modified Shuttle Test-25 (MST25), and Measure of Process of Care (MPOC-20) questionnaire. Physiological measurements collected during routine clinical visits such as spirometry, body weight and height, information will be retrospectively retrieved via a chart review at the end of the study. DISCUSSION We anticipate that this multi-modal telehealth service will deliver a comparable service to traditional face-to-face models. An alternative to existing outpatient physiotherapy services may potentially increase patient options for access to care and patient-orientated outcomes such as quality of life. If deemed appropriate, the new model of care can be integrated into clinical practice immediately. TRIAL REGISTRATION This trial is registered with the Australian and New Zealand Clinical Trial Registry ( ACTRN12617001035314 ) last updated 17th July 2018.
Collapse
Affiliation(s)
- Ray Lei Lang
- The University of Queensland School of Health and Rehabilitation Sciences, Building 84A, The University of Queensland, St Lucia, Queensland 4072 Australia
| | - Christine Wilson
- Children’s Health Queensland Hospital and Health Services, 501 Stanley Street, South Brisbane, Queensland 4101 Australia
| | - Kellie Stockton
- Children’s Health Queensland Hospital and Health Services, 501 Stanley Street, South Brisbane, Queensland 4101 Australia
| | - Trevor Russell
- The University of Queensland School of Health and Rehabilitation Sciences, Building 84A, The University of Queensland, St Lucia, Queensland 4072 Australia
| | - Leanne Marie Johnston
- The University of Queensland School of Health and Rehabilitation Sciences, Building 84A, The University of Queensland, St Lucia, Queensland 4072 Australia
| |
Collapse
|
24
|
Skilton M, Krishan A, Patel S, Sinha IP, Southern KW. Potentiators (specific therapies for class III and IV mutations) for cystic fibrosis. Cochrane Database Syst Rev 2019; 1:CD009841. [PMID: 30616300 PMCID: PMC6353056 DOI: 10.1002/14651858.cd009841.pub3] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND Cystic fibrosis (CF) is the commonest inherited life-shortening illness in white populations, caused by a mutation in the gene that codes for the cystic fibrosis transmembrane regulator protein (CFTR), which functions as a salt transporter. This mutation mainly affects the airways where excess salt absorption dehydrates the airway lining leading to impaired mucociliary clearance. Consequently, thick, sticky mucus accumulates making the airway prone to chronic infection and progressive inflammation; respiratory failure often ensues. Other complications include malnutrition, diabetes and subfertility.Increased understanding of the condition has allowed pharmaceutical companies to design mutation-specific therapies targeting the underlying molecular defect. CFTR potentiators target mutation classes III and IV and aim to normalise airway surface liquid and mucociliary clearance, which in turn impacts on the chronic infection and inflammation. This is an update of a previously published review. OBJECTIVES To evaluate the effects of CFTR potentiators on clinically important outcomes in children and adults with CF. SEARCH METHODS We searched the Cochrane Cystic Fibrosis Trials Register, compiled from electronic database searches and handsearching of journals and conference abstract books. We also searched the reference lists of relevant articles, reviews and online clinical trial registries. Last search: 21 November 2018. SELECTION CRITERIA Randomised controlled trials (RCTs) of parallel design comparing CFTR potentiators to placebo in people with CF. A separate review examines trials combining CFTR potentiators with other mutation-specific therapies. DATA COLLECTION AND ANALYSIS The authors independently extracted data, assessed the risk of bias in included trials and used GRADE to assess evidence quality. Trial authors were contacted for additional data. MAIN RESULTS We included five RCTs (447 participants with different mutations) lasting from 28 days to 48 weeks, all assessing the CFTR potentiator ivacaftor. The quality of the evidence was moderate to low, mainly due to risk of bias (incomplete outcome data and selective reporting) and imprecision of results, particularly where few individuals experienced adverse events. Trial design was generally well-documented. All trials were industry-sponsored and supported by other non-pharmaceutical funding bodies.F508del (class II) (140 participants)One 16-week trial reported no deaths, or changes in quality of life (QoL) or lung function (either relative or absolute change in forced expiratory volume in one second (FEV1) (moderate-quality evidence). Pulmonary exacerbations and cough were the most reported adverse events in ivacaftor and placebo groups, but there was no difference between groups (low-quality evidence); there was also no difference between groups in participants interrupting or discontinuing treatment (low-quality evidence). Number of days until the first exacerbation was not reported, but there was no difference between groups in how many participants developed pulmonary exacerbations. There was also no difference in weight. Sweat chloride concentration decreased, mean difference (MD) -2.90 mmol/L (95% confidence interval (CI) -5.60 to -0.20).G551D (class III) (238 participants)The 28-day phase 2 trial (19 participants) and two 48-week phase 3 trials (adult trial (167 adults), paediatric trial (52 children)) reported no deaths. QoL scores (respiratory domain) were higher with ivacaftor in the adult trial at 24 weeks, MD 8.10 (95% CI 4.77 to 11.43) and 48 weeks, MD 8.60 (95% CI 5.27 to 11.93 (moderate-quality evidence). The adult trial reported a higher relative change in FEV1 with ivacaftor at 24 weeks, MD 16.90% (95% CI 13.60 to 20.20) and 48 weeks, MD 16.80% (95% CI 13.50 to 20.10); the paediatric trial reported this at 24 weeks, MD 17.4% (P < 0.0001)) (moderate-quality evidence). These trials demonstrated absolute improvements in FEV1 (% predicted) at 24 weeks, MD 10.80% (95% CI 8.91 to 12.69) and 48 weeks, MD 10.44% (95% CI 8.56 to 12.32). The phase 3 trials reported increased cough, odds ratio (OR) 0.57 (95% CI 0.33 to 1.00) and episodes of decreased pulmonary function, OR 0.29 (95% CI 0.10 to 0.82) in the placebo group; ivacaftor led to increased dizziness in adults, OR 10.55 (95% CI 1.32 to 84.47). There was no difference between groups in participants interrupting or discontinuing treatment (low-quality evidence). Fewer participants taking ivacaftor developed serious pulmonary exacerbations; adults taking ivacaftor developed fewer exacerbations (serious or not), OR 0.54 (95% CI 0.29 to 1.01). A higher proportion of participants were exacerbation-free at 24 weeks with ivacaftor (moderate-quality evidence). Ivacaftor led to a greater absolute change from baseline in FEV1 (% predicted) at 24 weeks, MD 10.80% (95% CI 8.91 to 12.69) and 48 weeks, MD 10.44% (95% CI 8.56 to 12.32); weight also increased at 24 weeks, MD 2.37 kg (95% CI 1.68 to 3.06) and 48 weeks, MD 2.75 kg (95% CI 1.74 to 3.75). Sweat chloride concentration decreased at 24 weeks, MD -48.98 mmol/L (95% CI -52.07 to -45.89) and 48 weeks, MD -49.03 mmol/L (95% CI -52.11 to -45.94).R117H (class IV) (69 participants)One 24-week trial reported no deaths. QoL scores (respiratory domain) were higher with ivacaftor at 24 weeks, MD 8.40 (95% CI 2.17 to 14.63), but no relative changes in lung function were reported (moderate-quality evidence). Pulmonary exacerbations and cough were the most reported adverse events in both groups, but there was no difference between groups; there was no difference between groups in participants interrupting or discontinuing treatment (low-quality evidence). Number of days until the first exacerbation was not reported, but there was no difference between groups in how many participants developed pulmonary exacerbations. No changes in absolute change in FEV1 or weight were reported. Sweat chloride concentration decreased, MD -24.00 mmol/L (CI 95% -24.69 to -23.31). AUTHORS' CONCLUSIONS There is no evidence supporting the use of ivacaftor in people with the F508del mutation. Both G551D phase 3 trials demonstrated a clinically relevant impact of ivacaftor on outcomes at 24 and 48 weeks in adults and children (over six years of age) with CF. The R117H trial demonstrated an improvement in the respiratory QoL score, but no improvement in respiratory function.As new mutation-specific therapies emerge, it is important that trials examine outcomes relevant to people with CF and their families and that adverse events are reported robustly and consistently. Post-market surveillance is essential and ongoing health economic evaluations are required.
Collapse
Affiliation(s)
- Mica Skilton
- University of Liverpool, Institute in the Parkc/o Cochrane Cystic Fibrosis and Genetic Disorders Review GroupEaton RoadLiverpoolUKL12 2AP
| | - Ashma Krishan
- University of Liverpool, Alder Hey Children's NHS Foundation TrustDepartment of Women's and Children's HealthEaton RoadLiverpoolMerseysideUKL12 2AP
| | - Sanjay Patel
- Stepping Hill Hopsital, Stockport NHS Foundation TrustPoplar GroveHazel GroveStockportCheshireUKSK2 7JE
| | - Ian P Sinha
- University of LiverpoolDepartment of Women's and Children's HealthAlder Hey Children's Foundation TrustEaton RoadLiverpoolMerseysideUKL12 2AP
| | - Kevin W Southern
- University of LiverpoolDepartment of Women's and Children's HealthAlder Hey Children's Foundation TrustEaton RoadLiverpoolMerseysideUKL12 2AP
| | | |
Collapse
|
25
|
Flume PA, Suthoff ED, Kosinski M, Marigowda G, Quittner AL. Measuring recovery in health-related quality of life during and after pulmonary exacerbations in patients with cystic fibrosis. J Cyst Fibros 2018; 18:737-742. [PMID: 30587335 DOI: 10.1016/j.jcf.2018.12.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 11/30/2018] [Accepted: 12/08/2018] [Indexed: 11/25/2022]
Abstract
BACKGROUND We explored the time-dependent impact of pulmonary exacerbations (PEx) on health-related quality of life (HRQoL) using Cystic Fibrosis Questionnaire-Revised (CFQ-R) data from 2 large cystic fibrosis (CF) trials. METHODS This exploratory post-hoc analysis evaluated the impact of PEx on CFQ-R domains of functioning in 80 patients with CF (homozygous for F508del-CFTR), aged ≥14 years randomized to placebo in the TRAFFIC and TRANSPORT trials who experienced 1 PEx. RESULTS Scores on the CFQ-R were significantly lower within 1 week of PEx start in 8 out of 12 domains (Respiratory Symptoms, Physical Functioning, Emotional Functioning, Health Perceptions, Role Functioning, Social Functioning, Eating, and Vitality). Patients whose PEx was treated with hospitalization or intravenous antibiotics had greater reductions in some domains of HRQoL compared with those treated with oral antibiotics. In the immediate weeks post-PEx, improvement was seen on Emotional Functioning, Respiratory Symptoms, and Health Perceptions, while further decline was seen for Eating, Physical Functioning, Role Functioning, Vitality, and Weight. For some measures (Physical Functioning, Vitality), full recovery to pre-PEx levels took several weeks. CONCLUSIONS Pulmonary exacerbations have significant effects on multiple domains of HRQoL, and recovery across multiple domains post-PEx can take several weeks. These findings provide insight into the impact of PEx on patient HRQoL and recovery post-PEx. CLINICAL TRIAL REGISTRATION ClinicalTrials.gov identifiers, NCT01807923 and NCT01807949.
Collapse
Affiliation(s)
- Patrick A Flume
- Medical University of South Carolina, 96 Jonathan Lucas Street, 812-CSB, Charleston, SC 29425, USA.
| | - Ellison D Suthoff
- Formerly of Vertex Pharmaceuticals Incorporated, 50 Northern Avenue, Boston, MA 02210, USA.
| | - Mark Kosinski
- Quality Metric Incorporated, Now Part of Optum Insight, 1301 Atwood Avenue, Johnston, RI 02919, USA.
| | - Gautham Marigowda
- Vertex Pharmaceuticals Incorporated, 50 Northern Avenue, Boston, MA 02210, USA.
| | - Alexandra L Quittner
- Nicklaus Children's Research Institute, 3100 SW 62nd Avenue, Miami, FL 33155, USA.
| |
Collapse
|
26
|
Maras D, Balfour L, Tasca GA, Gaudet E, Aaron SD, Cameron WD, Pakhale S. Breathlessness catastrophizing relates to poorer quality of life in adults with cystic fibrosis. J Cyst Fibros 2018; 18:150-157. [PMID: 30197031 DOI: 10.1016/j.jcf.2018.08.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 08/11/2018] [Accepted: 08/13/2018] [Indexed: 12/21/2022]
Abstract
BACKGROUND Cystic Fibrosis (CF) is the most common genetic disease affecting children and young adults in Canada. It is a multi-system disease, however lung disease is largely responsible for mortality. Treatment advances have resulted in increased life expectancy and a subsequent need to better understand psychosocial issues associated with quality of life in adults living with CF. Emerging research suggests that anxiety and depression are related to poorer health-related quality of life (HRQoL) in CF patients, but there is little research examining cognitive processes, such as breathlessness catastrophizing. The present study addresses this gap in the literature. METHODS Participants in this study are based on a convenience sample of patients recruited during their regular CF clinic appointments at a tertiary care center. Forty-five adults (Mage = 30.73 years) completed measures of lung function, depression, anxiety, pain, breathlessness catastrophizing, and HRQoL at one time point. RESULTS Results of a hierarchical multiple regression indicate that increased breathlessness catastrophizing was related to poorer HRQoL, after controlling for lung function, depression, anxiety, and pain (p < .05). Depression, pain, and breathlessness catastrophizing all emerged as significant unique predictors of HRQoL. CONCLUSIONS Breathlessness catastrophizing is a potential target for clinical intervention and might impact HRQoL. Further research on breathlessness catastrophizing in CF is warranted including longitudinal studies to examine the mechanisms by which breathlessness catastrophizing relates to HRQoL and treatment outcomes in CF.
Collapse
Affiliation(s)
- Danijela Maras
- School of Psychology, University of Ottawa, Canada; The Ottawa Hospital Research Institute, Canada.
| | - Louise Balfour
- School of Psychology, University of Ottawa, Canada; The Ottawa Hospital Research Institute, Canada; Psychology, The Ottawa Hospital, Canada; Faculty of Medicine, University of Ottawa, Canada
| | - Giorgio A Tasca
- School of Psychology, University of Ottawa, Canada; The Ottawa Hospital Research Institute, Canada; Faculty of Medicine, University of Ottawa, Canada
| | - Ena Gaudet
- The Ottawa Hospital Research Institute, Canada
| | - Shawn D Aaron
- The Ottawa Hospital Research Institute, Canada; Faculty of Medicine, University of Ottawa, Canada; Respirology, The Ottawa Hospital, Canada
| | - William D Cameron
- The Ottawa Hospital Research Institute, Canada; Faculty of Medicine, University of Ottawa, Canada; Respirology, The Ottawa Hospital, Canada
| | - Smita Pakhale
- The Ottawa Hospital Research Institute, Canada; Faculty of Medicine, University of Ottawa, Canada; Respirology, The Ottawa Hospital, Canada
| |
Collapse
|
27
|
Gozal D. Post‐infectious bronchiolitis obliterans in children: is general quality of life the right measure? JORNAL DE PEDIATRIA (VERSÃO EM PORTUGUÊS) 2018. [DOI: 10.1016/j.jpedp.2018.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
|
28
|
Gozal D. Post-infectious bronchiolitis obliterans in children: is general quality of life the right measure? J Pediatr (Rio J) 2018; 94:340-341. [PMID: 29438684 DOI: 10.1016/j.jped.2018.01.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Affiliation(s)
- David Gozal
- University of Chicago, Biological Sciences Division, Pritzker School of Medicine, Department of Pediatrics, Sections of Pediatric Pulmonology and Sleep Medicine, Chicago, United States.
| |
Collapse
|
29
|
Saldana PS, Pomeranz JL, Young ME. More than a job: Career development of individuals with cystic fibrosis. Work 2018; 59:425-437. [PMID: 29630585 DOI: 10.3233/wor-182694] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Cystic fibrosis and its employment corollaries have received little attention despite the fact that complications of CF represent numerous theorized barriers to optimal career outcomes. OBJECTIVES The objective of the study was to conduct grounded theory research that results in an understanding of the employment experiences of people with CF and ultimately a substantive grounded theory of career development applicable to individuals with this disease. METHODS This study utilized the grounded theory method of qualitative inquiry. A purposive sample of ten young adults with CF participated in in-depth semi-structured qualitative interviews. Analysis of the interview transcripts followed the constant comparative approach to coding, which identified core themes and sub-themes and culminated in a conceptual framework of variables influencing employment and career development. RESULTS An ecologically-based grounded theory of career development was developed. Major themes that influenced employment and career development were illness appraisal, occupational compromise, persistence, and altruism. Two patterns of career development outcomes emerged - the uninterrupted and the interrupted. CONCLUSIONS A complicated interaction of numerous ecological variables (individual characteristics, personal contextual factors, mediating factors, and the environment) collectively influenced career development. The presence of CF alone did not guarantee negative effects on career development.
Collapse
Affiliation(s)
- Pablo S Saldana
- Nemours Children's Clinic, Cystic Fibrosis Center, Jacksonville, FL, USA
| | - Jamie L Pomeranz
- University of Florida, Behavioral Science and Community Health, Gainesville, FL, USA
| | - Mary Ellen Young
- University of Florida, Behavioral Science and Community Health, Gainesville, FL, USA
| |
Collapse
|
30
|
Panguluri S, Gunda P, Debonnett L, Hamed K. Economic Evaluation of Tobramycin Inhalation Powder for the Treatment of Chronic Pulmonary Pseudomonas aeruginosa Infection in Patients with Cystic Fibrosis. Clin Drug Investig 2018. [PMID: 28643178 PMCID: PMC5509782 DOI: 10.1007/s40261-017-0537-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Background Chronic lung infection with Pseudomonas aeruginosa occurs in approximately 50% of patients with cystic fibrosis (CF). This infection further compromises lung function, and significantly contributes to the increased healthcare costs. Objectives Inhaled tobramycin, used to manage P. aeruginosa infection in CF patients, is available as powder (tobramycin inhalation powder, TIP) and solution (tobramycin inhalation solution, TIS). Evidence suggests increased adherence with the use of TIP over TIS. Hence, this analysis aimed to evaluate the potential pharmacoeconomic benefit of increased adherence with TIP over TIS in the US setting. Methods A patient-level simulation model was developed to compare TIP with TIS. Both costs and benefits were predicted over a 10-year time horizon from a payer’s perspective, and were discounted annually at 3%. All costs were presented in 2016 US dollars. Results TIP was associated with greater quality-adjusted life-years (by 0.27) and lower total costs (by US$36,168) as compared with TIS over a 10-year time horizon. TIP-treated patients experienced a decreased mean number of exacerbations than TIS-treated patients (39.24 vs 50.20). Furthermore, administration of TIP via the T-326 Inhaler was associated with significant cost savings per patient, because of the nebulizer required for administering TIS (by US$1596) and exacerbation costs (by US$76,531). Probabilistic sensitivity analysis showed that TIP was dominant over TIS in 100% of the simulations. Conclusion TIP is likely to be a more cost-effective treatment than TIS, and therefore may reduce the economic burden of CF.
Collapse
Affiliation(s)
| | | | - Laurie Debonnett
- Novartis Pharmaceuticals Corporation, One Health Plaza, East Hanover, NJ, 07936, USA
| | - Kamal Hamed
- Novartis Pharmaceuticals Corporation, One Health Plaza, East Hanover, NJ, 07936, USA.
| |
Collapse
|
31
|
Timing of Spirometry May Impact Hospital Length of Stay for Cystic Fibrosis Pulmonary Exacerbation. Lung 2018; 196:207-211. [PMID: 29349537 DOI: 10.1007/s00408-018-0082-1] [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: 03/21/2017] [Accepted: 01/04/2018] [Indexed: 10/18/2022]
Abstract
PURPOSE The optimal timing of spirometry during hospitalization for acute pulmonary exacerbation (PEx) in patients with cystic fibrosis (CF) is unclear. We retrospectively evaluated whether measuring spirometry earlier during hospitalization was associated with a shorter length of stay (LOS). METHODS In this retrospective study, we analyzed data from the electronic medical record of CF patients 6 years of age and older admitted to a single center for acute PEx requiring IV antibiotic therapy between 2009 and 2016. After excluding patient encounters with missing data on covariates, random-effects linear regression was used to predict LOS as a function of days to first pulmonary function testing (PFT), which was spirometry for our study. RESULTS One thousand thirty-five hospitalizations of 242 patients met inclusion criteria, with 801 including complete data on covariates. Mean LOS was 10 ± 7 days, with mean time to first PFT of 4 ± 3 days after admission. In multivariable analysis, each additional day to first PFT was associated with 0.97 days longer LOS (95% CI 0.29, 1.64; p = 0.005). CONCLUSIONS As CF researchers and clinicians work to improve management of PEx, the timing of spirometry during hospitalization remains an important question. Obtaining objective lung function data earlier during the course of therapy may provide information which can lead to reduced hospital LOS for PEx.
Collapse
|
32
|
Tai AS, Sherrard LJ, Kidd TJ, Ramsay KA, Buckley C, Syrmis M, Grimwood K, Bell SC, Whiley DM. Antibiotic perturbation of mixed-strain Pseudomonas aeruginosa infection in patients with cystic fibrosis. BMC Pulm Med 2017; 17:138. [PMID: 29096618 PMCID: PMC5667482 DOI: 10.1186/s12890-017-0482-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2017] [Accepted: 10/25/2017] [Indexed: 12/20/2022] Open
Abstract
Background Pulmonary exacerbations in cystic fibrosis (CF) remain poorly understood and treatment is usually targeted at Pseudomonas aeruginosa. Within Australia a predominant shared P. aeruginosa strain (AUST-02) is associated with greater treatment needs. This single centre study assessed temporal shared strain population dynamics during and after antibiotic treatment of exacerbations. Methods Sputum was collected from 12 adult patients with a history of chronic AUST-02 infection at four time-points during and after treatment of an exacerbation. Forty-eight P. aeruginosa isolates within each sample underwent AUST-02 allele-specific PCR and SNP-based strain genotyping. Results Various commonly shared Australian strains (AUST-01, 0.1%; AUST-02, 54.3%; AUST-06, 36.6%; AUST-07, 4.6%; AUST-11, 4.3%) and two unique strains (0.1%) were identified from 45 sputum samples (2160 isolates). Based on within-patient relative abundance of strains, a “single-strain infection” (n = 7) or “mixed-strain infection” (n = 5) was assigned to each patient. A significant temporal variation in the P. aeruginosa population composition was found for those with mixed-strain infection (P < 0.001). Patients with mixed-strain infections had more long-term treatment requirements than those with single-strain infection. Moreover, despite both groups having similar lung function at study entry, patients with single-strain infection had greater improvement in FEV1% predicted following their exacerbation treatment (P = 0.02). Conclusion Pulmonary exacerbations may reveal multiple, unrelated P. aeruginosa strains whose relative abundance with one another may change rapidly, in a sustained and unpredictable manner. Electronic supplementary material The online version of this article (10.1186/s12890-017-0482-7) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Anna S Tai
- School of Medicine, The University of Queensland, Brisbane, QLD, Australia. .,Adult Cystic Fibrosis Centre, Department of Thoracic Medicine, The Prince Charles Hospital, Brisbane, QLD, Australia. .,Western Australia Adult Cystic Fibrosis Centre, Department of Respiratory Medicine, Sir Charles Gairdner Hospital, Hospital Avenue, Perth, WA, 6009, Australia.
| | - Laura J Sherrard
- Lung Bacteria Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Timothy J Kidd
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia.,Centre for Experimental Medicine, Queen's University Belfast, Belfast, UK.,Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Kay A Ramsay
- School of Medicine, The University of Queensland, Brisbane, QLD, Australia.,Lung Bacteria Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Cameron Buckley
- UQ Centre for Clinical Research, The University of Queensland, Brisbane, QLD, Australia
| | - Melanie Syrmis
- UQ Centre for Clinical Research, The University of Queensland, Brisbane, QLD, Australia.,Pathology Queensland, Microbiology Department, Brisbane, QLD, Australia
| | - Keith Grimwood
- Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia.,Menzies Health Institute Queensland, Griffith University and Gold Coast Health, Gold Coast, QLD, Australia
| | - Scott C Bell
- Adult Cystic Fibrosis Centre, Department of Thoracic Medicine, The Prince Charles Hospital, Brisbane, QLD, Australia.,Lung Bacteria Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - David M Whiley
- UQ Centre for Clinical Research, The University of Queensland, Brisbane, QLD, Australia.,Pathology Queensland, Microbiology Department, Brisbane, QLD, Australia
| |
Collapse
|
33
|
Savant AP, McColley SA. Cystic fibrosis year in review 2016. Pediatr Pulmonol 2017; 52:1092-1102. [PMID: 28608632 DOI: 10.1002/ppul.23747] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Accepted: 05/15/2017] [Indexed: 12/26/2022]
Abstract
In this article, we highlight cystic fibrosis (CF) research and case reports published in Pediatric Pulmonology during 2016. We also include articles from a variety of journals that are thematically related to these articles, or are of special interest to clinicians.
Collapse
Affiliation(s)
- Adrienne P Savant
- Division of Pulmonary Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Illinois.,Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Susanna A McColley
- Division of Pulmonary Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Illinois.,Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Stanley Manne Children's Resear ch Institute, Chicago, Illinois
| |
Collapse
|
34
|
Boikos C, Joseph L, Scheifele D, Lands LC, De Serres G, Papenburg J, Winters N, Chilvers M, Quach C. Adverse events following live-attenuated intranasal influenza vaccination of children with cystic fibrosis: Results from two influenza seasons. Vaccine 2017; 35:5019-5026. [PMID: 28774563 DOI: 10.1016/j.vaccine.2017.07.068] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Revised: 07/13/2017] [Accepted: 07/15/2017] [Indexed: 10/19/2022]
Abstract
BACKGROUND Despite the approved use of live-attenuated intranasal influenza vaccine (LAIV) for seasonal immunization of patients with cystic fibrosis (CF), many questions remain unanswered regarding the timing, duration, and types of adverse events that occur following administration of this vaccine. METHODS In 2012 and 2013, 264 LAIV doses were administered to 198 patients aged 2-19 with CF. Vaccinees were followed prospectively for 55 days after vaccination (day 0) and information on adverse events was collected. Bayesian change-point analysis was used to identify the risk period following LAIV during which participants had a higher risk of reporting adverse events. Multivariable zero-inflated Poisson regression models were then used to estimate the adjusted incidence rate ratio (aIRR) and 95% credible interval (CrI) of reporting each adverse event in the risk period versus the control period. RESULTS There was a higher risk of reporting serious adverse events (SAEs) (aIRR 1.45, 95% CrI (0.29, 5.17)) and solicited symptoms during days 0-6 of follow-up compared to control period days 7-55. However, most SAEs were not causally related to LAIV and the solicited symptom episodes were brief, usually lasting 1-2 days. There was no increased risk of antibiotic prescriptions for respiratory conditions in the risk vs. control periods (aIRR 0.48, 95% CrI (0.23, 0.91)). CONCLUSIONS Adverse events were most common 0-6 days after LAIV administration but were generally benign and self-limiting. Pulmonary exacerbations did not increase in frequency.
Collapse
Affiliation(s)
- Constantina Boikos
- Department of Epidemiology, Biostatistics & Occupational Health, McGill University, Montreal, QC, Canada
| | - Lawrence Joseph
- Department of Epidemiology, Biostatistics & Occupational Health, McGill University, Montreal, QC, Canada
| | - David Scheifele
- Vaccine Evaluation Center, Child & Family Research Institute, UBC, British Columbia, Canada
| | - Larry C Lands
- Department of Pediatrics, Division of respiratory medicine, The Montreal Children's Hospital, McGill University, Montreal, QC, Canada
| | - Gaston De Serres
- Direction des risques biologiques et de la santé au travail, Institut national de santé publique du Québec, QC, Canada
| | - Jesse Papenburg
- Department of Pediatrics, Division of Infectious Diseases, The Montreal Children's Hospital, McGill University, Montreal, QC, Canada; McGill University Health Centre, Vaccine Study Centre, Research Institute of the MUHC, Montreal, QC, Canada
| | - Nicholas Winters
- McGill University Health Centre, Vaccine Study Centre, Research Institute of the MUHC, Montreal, QC, Canada
| | - Mark Chilvers
- Division of Respiratory Medicine, Department of Pediatrics, Faculty of Medicine, UBC, British Columbia, Canada
| | - Caroline Quach
- Department of Epidemiology, Biostatistics & Occupational Health, McGill University, Montreal, QC, Canada; Department of Pediatrics, Division of Infectious Diseases, The Montreal Children's Hospital, McGill University, Montreal, QC, Canada; McGill University Health Centre, Vaccine Study Centre, Research Institute of the MUHC, Montreal, QC, Canada; Direction des risques biologiques et de la santé au travail, Institut national de santé publique du Québec, QC, Canada; Department of Microbiology, Infectious Diseases & Immunology, University of Montreal, QC, Canada.
| |
Collapse
|
35
|
Long-term challenges and perspectives of pre-adolescent liver disease. Lancet Gastroenterol Hepatol 2017; 2:435-445. [DOI: 10.1016/s2468-1253(16)30160-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Revised: 09/13/2016] [Accepted: 09/22/2016] [Indexed: 12/11/2022]
|
36
|
Waters V, Stanojevic S, Ratjen F. Special considerations for the treatment of pulmonary exacerbations in children with cystic fibrosis. Expert Rev Respir Med 2016; 10:1221-1228. [PMID: 27718754 DOI: 10.1080/17476348.2017.1246963] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
INTRODUCTION Cystic fibrosis (CF) is a disease characterized by recurrent flares of respiratory symptoms, known as pulmonary exacerbations (PExs), which have a cumulative, detrimental effect on lung function decline and overall mortality. Although much research has been done on the effects of PExs in adults with CF, considerably less is known about these events in young children with CF. Areas covered: This review describes the typical presentation of PExs in children and their impact on long-term clinical outcomes. Traditional and new monitoring techniques, such as pulmonary function testing using multiple breath washout, radiographic modalities and microbiological screening methods are reviewed. Finally, the choice, administration and duration of antimicrobial treatment as well as the potential use of antiviral therapy is discussed. Expert commentary: Although it is now well recognized that a significant proportion of patients do not recover their lung function following PExs, to date, little progress has been made to improve outcomes in this group. Additional therapies, to complement antimicrobials, may be required to treat infection and inflammation during PExs. Trials of anti-inflammatories such as corticosteroids or other novel drugs need to be done in the setting of PExs with the goal of complete lung function recovery for all individuals with CF.
Collapse
Affiliation(s)
- Valerie Waters
- a Division of Infectious Diseases, Department of Pediatrics, Hospital for Sick Children , University of Toronto , Toronto , Canada
| | - Sanja Stanojevic
- b Division of Respiratory Medicine, Department of Pediatrics, Hospital for Sick Children , University of Toronto , Toronto , Canada
| | - Felix Ratjen
- b Division of Respiratory Medicine, Department of Pediatrics, Hospital for Sick Children , University of Toronto , Toronto , Canada
| |
Collapse
|