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Kerem E, Orenti A, Adamoli A, Hatziagorou E, Naehrlich L, Sermet-Gaudelus I. Cystic fibrosis in Europe: improved lung function and longevity - reasons for cautious optimism, but challenges remain. Eur Respir J 2024; 63:2301241. [PMID: 38302155 PMCID: PMC10918317 DOI: 10.1183/13993003.01241-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 01/08/2024] [Indexed: 02/03/2024]
Abstract
BACKGROUND Prognosis and disease severity in cystic fibrosis (CF) are linked to declining lung function. To characterise lung function by the number of adults in countries with different levels of Gross National Income (GNI), data from the European Cystic Fibrosis Society Patient Registry were utilised. METHODS Annual data including age, forced expiratory volume in 1 s (FEV1), anthropometry, genotype, respiratory cultures and CF-related diabetes (CFRD) were retrieved between 2011 and 2021. All countries were stratified into GNI per capita to reflect differences within Europe. RESULTS A consistent improvement in FEV1 % pred and survival was observed among the 47 621 people with CF (pwCF), including subjects with chronic Pseudomonas aeruginosa infection, CFRD and/or undernutrition. Mean values of FEV1 % pred changed from 85% to 94.2% for children and from 63.6% to 74.7% for adults. FEV1 % pred further increased among those carrying the F508del mutation in 2021, when elexacaftor/tezacaftor/ivacaftor was available. The number of adult pwCF increased from 13 312 in 2011 to 21 168 in 2021, showing a 60% increase. PwCF living in European lower income countries did not demonstrate a significant annual increase in FEV1 % pred or in the number of adults. CONCLUSION This pan-European analysis demonstrates a consistent improvement in FEV1 % pred, number of adult pwCF and survival over the last decade only in European higher and middle income countries. Urgent action is needed in the lower income countries where such improvement was not observed. The notable improvement observed in pwCF carrying the F508del mutation emphasises the need to develop treatments for all CF mutations.
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Affiliation(s)
- Eitan Kerem
- Department of Paediatrics and CF Centre, Hebrew University Medical School, Hadassah Medical Center, Jerusalem, Israel
| | - Annalisa Orenti
- Department of Clinical Sciences and Community Health, Laboratory of Medical Statistics, Biometry and Epidemiology "G.A. Maccaccaro", University of Milan, Milan, Italy
| | - Arianna Adamoli
- Department of Clinical Sciences and Community Health, Laboratory of Medical Statistics, Biometry and Epidemiology "G.A. Maccaccaro", University of Milan, Milan, Italy
| | - Elpis Hatziagorou
- Paediatric Pulmonology and Cystic Fibrosis Unit, 3rd Paediatric Department, Hippokration Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
- These authors contributed equally to the manuscript
| | - Lutz Naehrlich
- Department of Pediatrics, Justus Liebig University Giessen, Giessen, Germany
- These authors contributed equally to the manuscript
| | - Isabelle Sermet-Gaudelus
- Cystic Fibrosis National Pediatric Reference Center, Pneumo-Allergologie Pédiatrique, Hôpital Necker Enfants Malades, AP-HP, Paris, France
- INSERM, CNRS, Institut Necker Enfants Malades, Paris, France
- Université Paris-Cité, Paris, France
- These authors contributed equally to the manuscript
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Reifenberg J, Gecili E, Pestian T, Andrinopoulou ER, Ryan PH, Brokamp C, Collaco JM, Szczesniak RD. Lung function and secondhand smoke exposure among children with cystic fibrosis: A Bayesian meta-analysis. J Cyst Fibros 2023; 22:694-701. [PMID: 37142525 PMCID: PMC10524940 DOI: 10.1016/j.jcf.2023.04.020] [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: 02/12/2023] [Revised: 04/14/2023] [Accepted: 04/24/2023] [Indexed: 05/06/2023]
Abstract
BACKGROUND Secondhand smoke exposure, an important environmental health factor in cystic fibrosis (CF), remains uniquely challenging to children with CF as they strive to maintain pulmonary function during early stages of growth and throughout adolescence. Despite various epidemiologic studies among CF populations, little has been done to coalesce estimates of the association between secondhand smoke exposure and lung function decline. METHODS A systematic review was performed using PRISMA guidelines. A Bayesian random-effects model was employed to estimate the association between secondhand smoke exposure and change in lung function (measured as FEV1% predicted). RESULTS Quantitative synthesis of study estimates indicated that second-hand smoke exposure corresponded to a significant drop in FEV1 (estimated decrease: -5.11% predicted; 95% CI: -7.20, -3.47). The estimate of between-study heterogeneity was 1.32% predicted (95% CI: 0.05, 4.26). There was moderate heterogeneity between the 6 analyzed studies that met review criteria (degree of heterogeneity: I2=61.9% [95% CI: 7.3-84.4%] and p = 0.022 from the frequentist method.) CONCLUSIONS: Our results quantify the impact at the pediatric population level and corroborate the assertion that secondhand smoke exposure negatively affects pulmonary function in children with CF. Findings highlight challenges and opportunities for future environmental health interventions in pediatric CF care.
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Affiliation(s)
| | - Emrah Gecili
- Division of Biostatistics & Epidemiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave (MLC 5041), Cincinnati, OH 45229, United States; Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States
| | - Teresa Pestian
- Department of Anesthesia, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| | - Eleni-Rosalina Andrinopoulou
- Department of Biostatistics, Erasmus Medical Center, Rotterdam, the Netherlands; Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Patrick H Ryan
- Division of Biostatistics & Epidemiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave (MLC 5041), Cincinnati, OH 45229, United States; Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States
| | - Cole Brokamp
- Division of Biostatistics & Epidemiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave (MLC 5041), Cincinnati, OH 45229, United States; Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States
| | - Joseph M Collaco
- Department of Pediatrics, Johns Hopkins University, Baltimore, MD, United States
| | - Rhonda D Szczesniak
- Division of Biostatistics & Epidemiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave (MLC 5041), Cincinnati, OH 45229, United States; Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States; Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.
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Rayens E, Rayens MK, Norris KA. Demographic and Socioeconomic Factors Associated with Fungal Infection Risk, United States, 2019. Emerg Infect Dis 2022; 28. [PMID: 36149028 PMCID: PMC9514344 DOI: 10.3201/eid2810.220391] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Diagnosis disproportionately affected minority and low-income populations, underscoring the need for broad public health interventions. Fungal infections cause substantial rates of illness and death. Interest in the association between demographic factors and fungal infections is increasing. We analyzed 2019 US hospital discharge data to assess factors associated with fungal infection diagnosis, including race and ethnicity and socioeconomic status. We found male patients were 1.5–3.5 times more likely to have invasive fungal infections diagnosed than were female patients. Compared with hospitalizations of non-Hispanic White patients, Black, Hispanic, and Native American patients had 1.4–5.9 times the rates of cryptococcosis, pneumocystosis, and coccidioidomycosis. Hospitalizations associated with lower-income areas had increased rates of all fungal infections, except aspergillosis. Compared with younger patients, fungal infection diagnosis rates, particularly for candidiasis, were elevated among persons >65 years of age. Our findings suggest that differences in fungal infection diagnostic rates are associated with demographic and socioeconomic factors and highlight an ongoing need for increased physician evaluation of risk for fungal infections.
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Hutchins K, Barr E, Bellcross C, Ali N, Hunt WR. Evaluating Differences in the Disease Experiences of Minority Adults With Cystic Fibrosis. J Patient Exp 2022; 9:23743735221112629. [PMID: 35860790 PMCID: PMC9289912 DOI: 10.1177/23743735221112629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Extensive research has demonstrated disparities in health outcomes and survival
between non-Hispanic Caucasian (NHC) and non-Caucasian or Hispanic (minority)
persons with cystic fibrosis (CF) in the United States (US). However, very
little research has been done to explore the disease experiences of racial and
ethnic minority persons with CF. Adult subjects with CF were approached for
study participation and to characterize their experiential disease perceptions.
Survey data were analyzed using Chi-Square tests and Mann-Whitney
U-test for basic categorical and continuous variables, and
Kruskal-Wallis one-way ANOVA using ranks for Likert scales. Minority persons
reported significantly lower scores (more negative experience) when comparing
themselves to others with CF (15.18 ± 2.89 vs 18.40 ± 3.18,
P < .01), particularly in the areas of representation in
research, experience, and support. We were able to identify the unique
experiences of minority persons with CF, including perceived lower disease
understanding and poorer representation compared to most others with CF. Further
large studies are needed to develop and assess interventions that may be useful
for serving these diverse populations.
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Affiliation(s)
- Kia Hutchins
- Department of Human Genetics, Emory University, Atlanta, GA, USA
| | - Eileen Barr
- Department of Human Genetics, Emory University, Atlanta, GA, USA
| | | | - Nadia Ali
- Department of Human Genetics, Emory University, Atlanta, GA, USA
| | - William R. Hunt
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory University, Atlanta, GA, USA
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Espinosa J, Raja S. Social Disparities in Benign Lung Diseases. Thorac Surg Clin 2021; 32:43-49. [PMID: 34801194 DOI: 10.1016/j.thorsurg.2021.09.006] [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: 10/19/2022]
Abstract
The many socioeconomic disparities in the myriad of diagnoses that make up benign lung diseases are unfortunately a global issue that was most recently highlighted by the COVID-19 pandemic of 2020. In this chapter, we will be reviewing the socioeconomic disparities in benign lung disease from both a United States perspective as well as a global perspective. We will cover the spectrum of infectious, obstructive, and restrictive lung disease and review the evidence on how social disparities affect these populations and their access to medical care.
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Affiliation(s)
- Jairo Espinosa
- Department of Thoracic Surgery, Temple University Hospital, 3401 N. Broad Street, Suite C501, Parkinson Pavilion, Philadelphia, PA 19140, USA.
| | - Siva Raja
- Department of Thoracic Surgery, Cleveland Clinic 9500 Euclid Avenue, Cleveland, Ohio 44195, USA
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Bustamante AE, Fernández LT, Rivas LC, Mercado-Longoria R. Disparities in cystic fibrosis survival in Mexico: Impact of socioeconomic status. Pediatr Pulmonol 2021; 56:1566-1572. [PMID: 33656284 DOI: 10.1002/ppul.25351] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 01/10/2021] [Accepted: 02/27/2021] [Indexed: 11/05/2022]
Abstract
BACKGROUND Median survival age in cystic fibrosis (CF) has increased in developed countries. Scarce literature exists about survival in Latin America, especially in Mexico. The aim of our study was to assess the median age of survival in CF patients and the impact of risk factors in Mexico over a 20-year period. METHODS We conducted a retrospective study with all patients registered and followed in the CF Center in Monterrey, Mexico from 2000 to 2020. Median survival age was the primary outcome, assessed with Kaplan-Meier analysis. The influence of clinical, biological, and demographic factors on survival was analyzed with Cox regression model. RESULTS Two-hundred five patients were included. Median survival for the cohort was 21.37 years (95% confidence interval [CI], 17.20-25.55). In the multivariate Cox regression model, low socioeconomic status (hazard ratio [HR], 4.21; 95% CI, 2.43-7.27), chronic Pseudomonas aeruginosa infection at 6 years (HR, 10.45; 95% CI, 5.66-19.28), and pancreatic insufficiency (HR, 3.13; 1.38-7.13) were independent risk factors for mortality. CONCLUSION Median survival in Mexican patients with CF is lower than in high-income countries, and socioeconomic status plays a conspicuous role in the disparity. To increase patient survival for those residing in low-middle income countries, public health authorities must design policies that fully cover diagnosis and treatment strategies for the CF population.
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Affiliation(s)
- Adriana E Bustamante
- Pneumology Department, Hospital Universitario Dr. José E. González, Monterrey, Nuevo León, México
| | - Lucía T Fernández
- Internal Medicine Department, Hospital Universitario Dr. José E. González, Monterrey, Nuevo León, México
| | - Lissette C Rivas
- Pneumology Department, Hospital Universitario Dr. José E. González, Monterrey, Nuevo León, México
| | - Roberto Mercado-Longoria
- Pneumology Department, Hospital Universitario Dr. José E. González, Monterrey, Nuevo León, México
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Cystic fibrosis in low and middle-income countries (LMIC): A view from four different regions of the world. Paediatr Respir Rev 2021; 38:37-44. [PMID: 32826173 DOI: 10.1016/j.prrv.2020.07.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 07/21/2020] [Indexed: 01/23/2023]
Abstract
Cystic fibrosis (CF) has been shown to affect people all over the world. While life expectancy for people with CF has increased substantially, CF is still associated with death in infants and young children in many regions, particularly in low and middle-income countries (LMIC). These countries face significant challenges to promote CF diagnosis and improvements to CF care due to financial constraints and a significant burden of other diseases. In this review, we describe the status of CF diagnosis and care in different LMIC settings, from four different parts of the world (Brazil, South Africa, Israel and India). We highlight challenges and opportunities for CF practitioners in LMIC to improve CF care and outcomes. While early CF diagnosis is the key to optimising outcomes, newborn screening may not be feasible for countries with lower CF incidence and higher birth rates, such as India or South Africa. CF therapies and care in LMIC need to be adapted to available resources of these countries. Collaboration initiatives of the global CF community with LMIC may improve CF care in these countries. Most individuals with CF in LMIC are not benefiting from CFTR modulator treatments due to the prohibitive cost of these drugs.
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Moss R, Farrant B, Byrnes CA. Transitioning from paediatric to adult services with cystic fibrosis or bronchiectasis: What is the impact on engagement and health outcomes? J Paediatr Child Health 2021; 57:548-553. [PMID: 33185946 DOI: 10.1111/jpc.15264] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 10/04/2020] [Accepted: 10/24/2020] [Indexed: 11/29/2022]
Abstract
AIM To determine whether the transfer of young people with cystic fibrosis (CF) or bronchiectasis from paediatric to adult services is associated with changes in service engagement and/or health outcomes. METHODS Young people aged ≥15 years of age with CF or bronchiectasis who transferred from the Auckland-based paediatric service (Starship Children's Hospital) to one of three Auckland-based District Health Boards between 2005 and 2012 were identified and included if they had 3 years care both pre-transfer and post-transfer care. Transfer preparation, service engagement (clinics scheduled, clinics attended) and health outcomes (lung function, hospitalisations) were collected per annum. RESULTS Fifty-seven young people transferred in this period with 46 meeting inclusion criteria (CF n = 20, bronchiectasis n = 26). The CF group had better transfer documentation, were transferred at an older age (11 months older P < 0.0001 95%CI: 6.7 months, 14.7 months), were 20 times more likely to attend clinics (P < 0.0001, 95%CI: 7.8, 66.1) and had 3-4 more clinics scheduled pre-transfer (P < 0.0001, 95%CI: 3.4, 4.9) and post-transfer (P < 0.0001, 95%CI: 2.4, 3.8) despite having less severe respiratory disease as measured by FEV1 for each year (P < 0.01, 95%CI: 0.34, 1.22). CONCLUSION The transfer of young people with CF to adult services did not affect health engagement or outcomes, in contrast to those with bronchiectasis. Use of a formalised transfer process, more clinic appointments offered and greater resources for CF may be responsible for this difference. Comprehensive transition with purposeful, planned movement and developmentally appropriate care is a key goal.
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Affiliation(s)
- Rochelle Moss
- Child Health, Auckland District Health Board, Auckland, New Zealand
| | - Bridget Farrant
- Kidz First, Centre for Youth Health, Auckland, New Zealand.,Department of Paediatrics Child and Youth Health, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Catherine A Byrnes
- Department of Paediatrics Child and Youth Health, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.,Paediatric Respiratory Service, Starship Children Health, Auckland, New Zealand
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Prieur MG, Christon LM, Mueller A, Smith BA, Georgiopoulos AM, Boat TF, Filigno SS. Promoting emotional wellness in children with cystic fibrosis, Part I: Child and family resilience. Pediatr Pulmonol 2021; 56 Suppl 1:S97-S106. [PMID: 32658376 DOI: 10.1002/ppul.24958] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 07/09/2020] [Accepted: 07/10/2020] [Indexed: 01/06/2023]
Abstract
Attention should be given to individual and family well-being from a child's first interaction with the medical team and continuing throughout development, especially for families who experience chronic illnesses, such as cystic fibrosis (CF). While much attention has been given to the mental health of people with CF 12 years and older, this paper explores various areas for CF teams to assess and provide additional resources during the first 12 years of a child's life to promote child and family wellness. In this paper, we discuss parental mental health, social determinants of health, adherence/self-care, nutrition, attention to family lifestyle factors, engagement with school and peers, and modulator therapy for this age group of people with CF. This is the first of two companion papers which examines emotional wellness of children during the early years. The second paper examines mental health assessment and intervention for children under 12. Both encourage teams to strive to promote optimal child and family emotional health and wellness, emphasizing holistic health promotion and prevention, early identification, and intervention.
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Affiliation(s)
- Mary G Prieur
- Departments of Psychiatry and Pediatricsm School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Lillian M Christon
- Department of Psychiatry and Behavioral Science, Medical University of South Carolina, Charleston, South Carolina
| | | | - Beth A Smith
- Division of Child & Adolescent Psychiatry, University at Buffalo-The State University of New York, Buffalo, New York
| | | | - Thomas F Boat
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Stephanie S Filigno
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
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Nowakowski ACH. Cystic Fibrosis Kidney Disease: 10 Tips for Clinicians. Front Med (Lausanne) 2018; 5:242. [PMID: 30211168 PMCID: PMC6120997 DOI: 10.3389/fmed.2018.00242] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 08/08/2018] [Indexed: 11/13/2022] Open
Abstract
Increased longevity in people with cystic fibrosis (CF) means that more people are surviving long enough to develop kidney complications. Nephrologists and their colleagues now face a steep learning curve as many of them encounter patients with CF related kidney disease (CFKD) for the first time. This article presents perspectives from a medical sociologist with CF on what renal health professionals should know about people with CFKD. It outlines challenges that people with CFKD as they age, framing these struggles as opportunities for clinicians to help these unique patients achieve and maintain their best possible quality of life.
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Affiliation(s)
- Alexandra C H Nowakowski
- Geriatrics, Behavioral Sciences and Social Medicine, Florida State University College of Medicine, Tallahassee, FL, United States
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Ong T, Schechter M, Yang J, Peng L, Emerson J, Gibson RL, Morgan W, Rosenfeld M. Socioeconomic Status, Smoke Exposure, and Health Outcomes in Young Children With Cystic Fibrosis. Pediatrics 2017; 139:peds.2016-2730. [PMID: 28093464 PMCID: PMC5260155 DOI: 10.1542/peds.2016-2730] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/15/2016] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Lower socioeconomic status (SES) and environmental tobacco smoke (ETS) exposure are both associated with poorer disease outcomes in cystic fibrosis (CF), and children with low SES are disproportionately exposed to ETS. We analyzed a large cohort of young children with CF to distinguish the impact of SES and ETS on clinical outcomes. METHODS The Early Pseudomonas Infection Control Observational study enrolled Pseudomonas-negative young children with CF <13 years of age. An enrollment survey assessed SES and ETS exposures. Forced expiratory volume in 1 second (FEV1), crackles and wheezes, and weight-for-age percentile were assessed at each clinical encounter over at least 4 years. Repeated measures analyses estimated the association of SES and ETS exposures with longitudinal clinical outcomes, adjusting for confounders. RESULTS Of 1797 participants, 1375 were eligible for analysis. Maternal education was high school or less in 28.1%, 26.8% had household income <$40 000, and 43.8% had Medicaid or no insurance. Maternal smoking after birth was present in 24.8%, more prevalent in household with low SES. In separate models, lower SES and ETS exposure were significantly associated with lower FEV1% predicted, presence of crackles or wheezes, and lower weight percentile. In combined models, effect estimates for SES changed minimally after adjustment for ETS exposures, whereas estimates for ETS exposures were attenuated after adjusting for SES. CONCLUSIONS ETS exposure was disproportionately high in low SES families in this cohort of children with CF. Lower SES and ETS exposure had independent adverse effects on pulmonary and nutritional outcomes. Estimated effect of SES on FEV1 decreased minimally after ETS adjustment, suggesting health disparity risks independent of ETS exposure.
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Affiliation(s)
- Thida Ong
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, University of Washington, Seattle, Washington;
| | - Michael Schechter
- Division of Pulmonary Medicine, Department of Pediatrics, Virginia Commonwealth University, Children’s Hospital of Richmond at VCU, Richmond, Virginia
| | - Jing Yang
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, Georgia; and
| | - Limin Peng
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, Georgia; and
| | - Julia Emerson
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, University of Washington, Seattle, Washington
| | - Ronald L. Gibson
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, University of Washington, Seattle, Washington
| | - Wayne Morgan
- Departments of Pediatrics and Physiology, Pediatric Pulmonary Center, University of Arizona, Tucson, Arizona
| | - Margaret Rosenfeld
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, University of Washington, Seattle, Washington
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