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Han EJ, Liu CM, Fischer JL, Mace JC, Markarian K, Alt JA, Bodner TE, Chowdhury NI, Eshaghian PH, Gao YA, Getz AE, Hwang PH, Khanwalkar A, Kimple AJ, Lee JT, Li DA, Norris M, Nayak JV, Owens C, Patel ZM, Poch K, Schlosser RJ, Smith KA, Smith TL, Soler ZM, Suh JD, Turner GA, Wang MB, Taylor-Cousar JL, Saavedra MT, Beswick DM. Impact of sociodemographic status and sex on chronic rhinosinusitis and olfaction in people with cystic fibrosis. Int Forum Allergy Rhinol 2024; 14:1700-1713. [PMID: 38967583 PMCID: PMC11530317 DOI: 10.1002/alr.23402] [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: 05/27/2024] [Revised: 06/19/2024] [Accepted: 06/23/2024] [Indexed: 07/06/2024]
Abstract
BACKGROUND Sociodemographic status (SDS) including race/ethnicity and socioeconomic status as approximated by education, income, and insurance status impact pulmonary disease in people with cystic fibrosis (PwCF). The relationship between SDS and chronic rhinosinusitis (CRS) remains understudied. METHODS In a prospective, multi-institutional study, adult PwCF completed the 22-Question SinoNasal Outcome Test (SNOT-22), Smell Identification Test (SIT), Questionnaire of Olfactory Disorder Negative Statements (QOD-NS), and Cystic Fibrosis Questionnaire-Revised (CFQ-R). Lund-Kennedy scores, sinus computed tomography, and clinical data were collected. Data were analyzed across race/ethnicity, sex, and socioeconomic factors using multivariate regression. RESULTS Seventy-three PwCF participated with a mean age of 34.7 ± 10.9 years and 49 (67.1%) were female. Linear regression identified that elexacaftor/tezacaftor/ivacaftor (ETI) use (β = ‒4.09, 95% confidence interval [CI] [‒6.08, ‒2.11], p < 0.001), female sex (β = ‒2.14, 95% CI [‒4.11, ‒0.17], p = 0.034), and increasing age (β = ‒0.14, 95% CI [‒0.22, ‒0.05], p = 0.003) were associated with lower/better endoscopy scores. Private health insurance (β = 17.76, 95% CI [5.20, 30.32], p = 0.006) and >16 educational years (β = 13.50, 95% CI [2.21, 24.80], p = 0.020) were associated with higher baseline percent predicted forced expiratory volume in one second (ppFEV1). Medicaid/Medicare insurance was associated with worse endoscopy scores, CFQ-R respiratory scores, and ppFEV1 (all p < 0.017), and Hispanic/Latino ethnicity was associated with worse SNOT-22 scores (p = 0.047), prior to adjustment for other cofactors. No other SDS factors were associated with SNOT-22, QOD-NS, or SIT scores. CONCLUSIONS Differences in objective measures of CRS severity exist among PwCF related to sex, age, and ETI use. Variant status and race did not influence patient-reported CRS severity measures or olfaction in this study. Understanding how these factors impact response to treatment may improve care disparities among PwCF. CLINICAL TRIALS NCT04469439.
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Affiliation(s)
- Ethan J. Han
- University of California, Los Angeles, Department of Head and Neck Surgery
| | - Christine M. Liu
- University of California, Los Angeles, Department of Head and Neck Surgery
| | - Jakob L. Fischer
- University of California, Los Angeles, Department of Head and Neck Surgery
| | - Jess C. Mace
- Oregon Health Sciences University, Department of Otolaryngology-Head and Neck Surgery
| | - Karolin Markarian
- University of California, Los Angeles, CTSI, David Geffen School of Medicine
| | - Jeremiah A. Alt
- University of Utah, Department of Otolaryngology-Head and Neck Surgery
| | | | - Naweed I. Chowdhury
- Vanderbilt University Medical Center, Department of Otolaryngology-Head and Neck Surgery
| | | | - Yuqing A. Gao
- University of California, Los Angeles, Department of Pulmonary Medicine
| | - Anne E. Getz
- University of Colorado, Department of Otolaryngology-Head and Neck Surgery
| | - Peter H. Hwang
- Stanford University, Department of Otolaryngology-Head and Neck Surgery
| | - Ashoke Khanwalkar
- University of Colorado, Department of Otolaryngology-Head and Neck Surgery
| | - Adam J. Kimple
- University of North Carolina, Department of Otolaryngology-Head and Neck Surgery
| | - Jivianne T. Lee
- University of California, Los Angeles, Department of Head and Neck Surgery
| | - Douglas A. Li
- University of California, Los Angeles, Department of Pulmonary Medicine
| | - Meghan Norris
- University of North Carolina, Department of Otolaryngology-Head and Neck Surgery
| | - Jayakar V. Nayak
- Stanford University, Department of Otolaryngology-Head and Neck Surgery
| | - Cameran Owens
- University of North Carolina, Department of Otolaryngology-Head and Neck Surgery
| | - Zara M. Patel
- Stanford University, Department of Otolaryngology-Head and Neck Surgery
| | - Katie Poch
- National Jewish Health, Department of Medicine
| | - Rodney J. Schlosser
- Medical University of South Carolina, Department of Otolaryngology-Head and Neck Surgery
| | - Kristine A. Smith
- University of Utah, Department of Otolaryngology-Head and Neck Surgery
| | - Timothy L. Smith
- Oregon Health Sciences University, Department of Otolaryngology-Head and Neck Surgery
| | - Zachary M. Soler
- Medical University of South Carolina, Department of Otolaryngology-Head and Neck Surgery
| | - Jeffrey D. Suh
- University of California, Los Angeles, Department of Head and Neck Surgery
| | - Grant A. Turner
- University of California, Los Angeles, Department of Pulmonary Medicine
| | - Marilene B. Wang
- University of California, Los Angeles, Department of Head and Neck Surgery
| | | | - Milene T. Saavedra
- Medical University of South Carolina, Department of Otolaryngology-Head and Neck Surgery
| | - Daniel M. Beswick
- University of California, Los Angeles, Department of Head and Neck Surgery
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Gill AS, Tullis B, Mace JC, Massey C, Pandrangi VC, Gutierrez JA, Ramakrishnan VR, Beswick DM, Soler ZM, Smith TL, Alt JA. Health care disparities and chronic rhinosinusitis: Does neighborhood disadvantage impact outcomes in sinonasal disease? Int Forum Allergy Rhinol 2024; 14:1302-1313. [PMID: 38367249 PMCID: PMC11294002 DOI: 10.1002/alr.23337] [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: 11/04/2023] [Revised: 01/04/2024] [Accepted: 01/30/2024] [Indexed: 02/19/2024]
Abstract
OBJECTIVE Socioeconomic status (SES) is linked to health outcomes but has not been well studied in patients with chronic rhinosinusitis (CRS). The area deprivation index (ADI) is a comprehensive measure of geographic SES that ranks neighborhood disadvantage. This investigation used ADI to understand the impact of neighborhood disadvantage on CRS treatment outcomes. METHODS A total of 642 study participants with CRS were prospectively enrolled and self-selected endoscopic sinus surgery (ESS) or continued appropriate medical therapy as treatment. The 22-item SinoNasal Outcome Test (SNOT-22) and Medical Outcomes Study Questionnaire Short-Form 6-D (SF-6D) health utility value scores were recorded pre- and post-treatment. Using residence zip codes, national ADI scores were retrospectively assigned to patients. Spearman's correlation coefficients (Rs) and Cramer's V effect size (φc) with 95% confidence interval (CI) were calculated. RESULTS A history of ESS was associated with significantly worse ADI scores compared to no history of ESS (φc = 0.18; 95% CI: 0.10, 0.25; p < 0.001). Baseline total SNOT-22 (Rs = 0.14; 95% CI: 0.06, 0.22; p < 0.001) and SF-6D values (Rs = -0.20; 95% CI: -0.27, -0.12; p < 0.001) were significantly negatively correlated with national ADI rank. No significant correlations between ADI and within-subject improvement, or achievement of >1 minimal clinically important difference, in SNOT-22 or SF-6D scores after treatment were found. CONCLUSIONS Geographic socioeconomic deprivation was associated with worse baseline disease severity and history of prior surgical intervention. However, ADI did not correlate with improvement in disease-specific outcomes. The impact of socioeconomic deprivation on outcomes in CRS requires further investigation.
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Affiliation(s)
- Amarbir S. Gill
- Department of Otolaryngology – Head and Neck Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Benton Tullis
- Department of Otolaryngology – Head and Neck Surgery, University of Utah, Salt Lake City, Utah, USA
| | - Jess C. Mace
- Division of Rhinology and Sinus Surgery/Oregon Sinus Center, Department of Otolaryngology – Head and Neck Surgery, Oregon Health & Science University (OHSU), Portland, OR
| | - Conner Massey
- Department of Otolaryngology – Head and Neck Surgery, University of Utah, Salt Lake City, Utah, USA
| | - Vivek C. Pandrangi
- Division of Rhinology and Sinus Surgery/Oregon Sinus Center, Department of Otolaryngology – Head and Neck Surgery, Oregon Health & Science University (OHSU), Portland, OR
| | - Jorge A. Gutierrez
- Department of Otolaryngology –Head and Neck Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Vijay R. Ramakrishnan
- Department of Otolaryngology – Head and Neck Surgery, University of Indiana, Indianapolis, IN, USA
| | - Daniel M. Beswick
- Department of Otolaryngology – Head and Neck Surgery, University of California, Los Angeles, CA, USA
| | - Zachary M. Soler
- Department of Otolaryngology –Head and Neck Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Timothy L. Smith
- Division of Rhinology and Sinus Surgery/Oregon Sinus Center, Department of Otolaryngology – Head and Neck Surgery, Oregon Health & Science University (OHSU), Portland, OR
| | - Jeremiah A. Alt
- Department of Otolaryngology – Head and Neck Surgery, University of Michigan, Ann Arbor, MI, USA
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Byun G, Kim S, Choi Y, Kim A, Team AC, Lee JT, Bell ML. Long-term exposure to PM 2.5 and mortality in a national cohort in South Korea: effect modification by community deprivation, medical infrastructure, and greenness. BMC Public Health 2024; 24:1266. [PMID: 38720292 PMCID: PMC11080206 DOI: 10.1186/s12889-024-18752-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 04/30/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND Long-term exposure to PM2.5 has been linked to increased mortality risk. However, limited studies have examined the potential modifying effect of community-level characteristics on this association, particularly in Asian contexts. This study aimed to estimate the effects of long-term exposure to PM2.5 on mortality in South Korea and to examine whether community-level deprivation, medical infrastructure, and greenness modify these associations. METHODS We conducted a nationwide cohort study using the National Health Insurance Service-National Sample Cohort. A total of 394,701 participants aged 30 years or older in 2006 were followed until 2019. Based on modelled PM2.5 concentrations, 1 to 3-year and 5-year moving averages of PM2.5 concentrations were assigned to each participant at the district level. Time-varying Cox proportional-hazards models were used to estimate the association between PM2.5 and non-accidental, circulatory, and respiratory mortality. We further conducted stratified analysis by community-level deprivation index, medical index, and normalized difference vegetation index to represent greenness. RESULTS PM2.5 exposure, based on 5-year moving averages, was positively associated with non-accidental (Hazard ratio, HR: 1.10, 95% Confidence Interval, CI: 1.01, 1.20, per 10 µg/m3 increase) and circulatory mortality (HR: 1.22, 95% CI: 1.01, 1.47). The 1-year moving average of PM2.5 was associated with respiratory mortality (HR: 1.33, 95% CI: 1.05, 1.67). We observed higher associations between PM2.5 and mortality in communities with higher deprivation and limited medical infrastructure. Communities with higher greenness showed lower risk for circulatory mortality but higher risk for respiratory mortality in association with PM2.5. CONCLUSIONS Our study found mortality effects of long-term PM2.5 exposure and underlined the role of community-level factors in modifying these association. These findings highlight the importance of considering socio-environmental contexts in the design of air quality policies to reduce health disparities and enhance overall public health outcomes.
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Affiliation(s)
- Garam Byun
- School of the Environment, Yale University, New Haven, CT, 06511, USA
- Interdisciplinary Program in Precision Public Health, Department of Public Health Sciences, Graduate School of Korea University, Seoul, 02841, Republic of Korea
| | - Sera Kim
- Interdisciplinary Program in Precision Public Health, Department of Public Health Sciences, Graduate School of Korea University, Seoul, 02841, Republic of Korea
| | - Yongsoo Choi
- School of the Environment, Yale University, New Haven, CT, 06511, USA
| | - Ayoung Kim
- Department of Public Health Sciences, Graduate School of Public health, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea
| | - AiMS-Create Team
- Ai-Machine learning Statistics Collaborative Research Ensemble for Air pollution, Temperature, and all types of Environmental exposures, Seoul National University and Pusan National University, Seoul, Republic of Korea
| | - Jong-Tae Lee
- Interdisciplinary Program in Precision Public Health, Department of Public Health Sciences, Graduate School of Korea University, Seoul, 02841, Republic of Korea.
- School of Health Policy and Management, College of Health Sciences, Korea University, Hana Science Hall, 145, Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea.
| | - Michelle L Bell
- School of the Environment, Yale University, New Haven, CT, 06511, USA
- School of Health Policy and Management, College of Health Sciences, Korea University, Hana Science Hall, 145, Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea
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