1
|
Mills TG, Robinson K, Mahdai S, Parija S, Parker J, Khare M, Nguyen M, Leibel S. The Interplay of Pollution, Child Opportunity, and High Health Care Utilization in Children With Asthma in San Diego County. Pediatr Emerg Care 2025; 41:464-469. [PMID: 40066983 DOI: 10.1097/pec.0000000000003365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Accepted: 02/01/2025] [Indexed: 06/01/2025]
Abstract
OBJECTIVES This study aims to (1) compare air pollution and child opportunity between neighborhoods with and without high health care utilization (HHU) for asthma, and (2) compare health care utilization frequency by race, ethnicity, primary language, and insurance type at the patient level. METHODS This retrospective cohort study examined children with asthma within the Rady Children's Health System (2015-2020) who met HHU criteria [≥2 emergency department (ED) visits in 6 months or ≥2 hospitalizations in 12 mo]. Patient addresses were geocoded to census tracts, and ArcGIS was used to map CalEnviroScore 4.0 and the Child Opportunity Index. Descriptive statistics assessed health care utilization differences based on patient demographics. RESULTS This study included 1070 individuals. The median HHU asthma rate was 1.7 per 1000 children (interquartile range: 0.9 to 3.1) across 408 census tracts. Pollution burden was significantly higher in tracts with HHU asthma cases than those without ( P = 0.002). Census tracts with HHU asthma cases had lower Child Opportunity Index scores compared with those without ( P < 0.001). Black patients had more ED visits than white patients ( P = 0.002). Hispanic patients had more inpatient hospitalizations than non-Hispanics ( P = 0.043). Medicaid/Medi-Cal patients had more ED and inpatient encounters than those with commercial insurance ( P = 0.001). CONCLUSIONS We identified disparities in pollution and child opportunity among pediatric asthma patients with HHU. These differences are linked to race, ethnicity, and insurance type. These findings can guide efforts to improve child health equity.
Collapse
Affiliation(s)
- Tatyana G Mills
- Department of Pediatrics, UC San Diego School of Medicine
- Division of Hospital Medicine, Department of Pediatrics, UC San Diego, Rady Children's Hospital
| | - Kelly Robinson
- Department of Pediatrics, UC San Diego School of Medicine
- Division of Allergy and Immunology, Department of Pediatrics, UC San Diego, Rady Children's Hospital
| | - Suzan Mahdai
- UC San Diego School of Medicine, Herbert Wertheim School of Public Health and Human Longevity Science
| | - Sweta Parija
- Department of Pediatrics, UC San Diego School of Medicine
| | - Jacob Parker
- Department of Pediatrics, UC San Diego School of Medicine
| | - Manaswitha Khare
- Department of Pediatrics, UC San Diego School of Medicine
- Division of Hospital Medicine, Department of Pediatrics, UC San Diego, Rady Children's Hospital
| | - Margaret Nguyen
- Department of Pediatrics, UC San Diego School of Medicine
- Department of Pediatrics, UC San Diego, Rady Children's Hospital Division of Emergency Medicine, San Diego, CA
| | - Sydney Leibel
- Department of Pediatrics, UC San Diego School of Medicine
- Division of Allergy and Immunology, Department of Pediatrics, UC San Diego, Rady Children's Hospital
- UC San Diego School of Medicine, Herbert Wertheim School of Public Health and Human Longevity Science
| |
Collapse
|
2
|
Petrache I, Dweik RA, Gong MN, Roman J, Rivera MP, Collishaw KJ. Protecting the Future of Medical Innovation: Balancing Fiscal Responsibility with the Need for National Institutes of Health and Federal Health Funding. Am J Respir Cell Mol Biol 2025; 72:461-463. [PMID: 40137957 PMCID: PMC12051915 DOI: 10.1165/rcmb.2025-0167ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2025] [Accepted: 03/26/2025] [Indexed: 03/29/2025] Open
Affiliation(s)
- Irina Petrache
- National Jewish Health, Denver, Colorado
- University of Colorado, Denver, Colorado
| | - Raed A Dweik
- Respiratory Institute, Cleveland Clinic, Cleveland, Ohio
| | - Michelle Ng Gong
- Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | - Jesse Roman
- Thomas Jefferson University, Philadelphia, Pennsylvania
| | | | | |
Collapse
|
3
|
Petrache I, Dweik RA, Gong MN, Roman J, Rivera MP, Collishaw KJ. Protecting the Future of Medical Innovation: Balancing Fiscal Responsibility with the Need for National Institutes of Health and Federal Health Funding. Ann Am Thorac Soc 2025; 22:662-664. [PMID: 40138173 PMCID: PMC12051910 DOI: 10.1513/annalsats.202503-286ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2025] Open
Affiliation(s)
- Irina Petrache
- National Jewish Health, Denver, Colorado
- University of Colorado, Denver, Colorado
| | - Raed A Dweik
- Respiratory Institute, Cleveland Clinic, Cleveland, Ohio
| | - Michelle Ng Gong
- Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | - Jesse Roman
- Thomas Jefferson University, Philadelphia, Pennsylvania
| | | | | |
Collapse
|
4
|
Petrache I, Dweik RA, Gong MN, Roman J, Rivera MP, Collishaw KJ. Protecting the Future of Medical Innovation: Balancing Fiscal Responsibility with the Need for National Institutes of Health and Federal Health Funding. Am J Respir Crit Care Med 2025; 211:667-669. [PMID: 40136205 PMCID: PMC12091022 DOI: 10.1164/rccm.202503-0597ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2025] [Indexed: 03/27/2025] Open
Affiliation(s)
| | - Raed A Dweik
- Cleveland Clinic, Pulmonary, Allergy and Critical Care Medicine, Cleveland, Ohio, United States
| | | | - Jesse Roman
- Thomas Jefferson University, Medicine, Philadelphia, Pennsylvania, United States
| | | | | |
Collapse
|
5
|
Petrache I, Dweik RA, Gong MN, Roman J, Rivera MP, Collishaw KJ. Protecting the Future of Medical Innovation: Balancing Fiscal Responsibility with the Need for National Institutes of Health and Federal Health Funding. ATS Sch 2025. [PMID: 40137077 DOI: 10.34197/ats-scholar.2025-0036ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/27/2025] Open
Affiliation(s)
- Irina Petrache
- National Jewish Health, Denver, Colorado
- University of Colorado, Denver, Colorado
| | - Raed A Dweik
- Respiratory Institute, Cleveland Clinic, Cleveland, Ohio
| | - Michelle Ng Gong
- Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | - Jesse Roman
- Thomas Jefferson University, Philadelphia, Pennsylvania
| | | | | |
Collapse
|
6
|
Micheals K, Bhavnani D, Matsui EC. Examining disparities in biologic therapy initiation: The intersection of race/ethnicity and insurance type. J Allergy Clin Immunol 2025; 155:810-812. [PMID: 39761796 DOI: 10.1016/j.jaci.2025.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 12/30/2024] [Accepted: 01/02/2025] [Indexed: 01/18/2025]
Affiliation(s)
- Khamron Micheals
- Department of Population Health, Dell Medical School, Austin, Tex; Steve Hicks School of Social Work, University of Texas at Austin, Austin, Tex
| | - Darlene Bhavnani
- Department of Population Health, Dell Medical School, Austin, Tex
| | | |
Collapse
|
7
|
Kelchtermans J, March ME, Mentch F, Qu H, Liu Y, Nguyen K, Hakonarson H. Genetic modifiers of asthma response to air pollution in children: An African ancestry GWAS and PM 2.5 polygenic risk score study. ENVIRONMENTAL RESEARCH 2025; 267:120666. [PMID: 39725137 PMCID: PMC11800831 DOI: 10.1016/j.envres.2024.120666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 12/16/2024] [Accepted: 12/17/2024] [Indexed: 12/28/2024]
Abstract
RATIONALE Ambient air pollution (AAP) is linked to asthma outcomes, but predicting individual risk remains challenging. Understanding genetic contributors to AAP sensitivity may help overcome this gap. OBJECTIVES To determine if single nucleotide polymorphisms (SNPs) are associated with AAP sensitivity in children with asthma. METHODS We complete a GWAS in pediatric patients with asthma frequently exposed to AAP, comparing patients with exacerbations following spikes in AAP to patients without this temporal association and calculate a polygenic risk score (PRS) for PM2.5. This PRS was validated using internal data and data from the All of Us cohort. MEASUREMENTS AND RESULTS We included 6023 patients in the GWAS, restricted to the African ancestry cohort due to the association between AAP exposure and race. Three loci reached genome-wide significance, including rs111970601, associated with CO sensitivity (odds ratio [OR] 6.58; P = 1.63 × 10-8) and rs9836522 with PM2.5 sensitivity (OR 0.75; P = 3,87 × 10-9), both externally validated. PRS z-scores were associated with increased asthma exacerbations in patients frequently exposed to poor air quality (β = 0.15; P = 2.67 × 10⁻⁵). Spirometry data from 4138 patients showed that having a high PRS was associated with lower FVC z-scores in patients frequently exposed to AAP (β = -0.44; P = 0.035). External validation confirmed a significant interaction between high PRS and frequent AAP exposure (β = 0.30; P = 0.012) CONCLUSIONS: We associate specific SNPs with AAP-related asthma exacerbations and introduce a PM2.5 sensitivity PRS, paving the way for future research aimed at protecting genetically predisposed patients.
Collapse
Affiliation(s)
- Jelte Kelchtermans
- Perelman School of Medicine, University of Pennsylvania, 3451 Walnut St, Philadelphia, PA, 19104, USA; The Center of Applied Genomics, The Children's Hospital of Philadelphia, 3615 Civic Center Blvd, 19104, Philadelphia, PA, USA; Division of Pulmonary and Sleep Medicine, The Children's Hospital of Philadelphia, 3615 Civic Center Blvd, 19104, Philadelphia, PA, USA.
| | - Michael E March
- The Center of Applied Genomics, The Children's Hospital of Philadelphia, 3615 Civic Center Blvd, 19104, Philadelphia, PA, USA
| | - Frank Mentch
- The Center of Applied Genomics, The Children's Hospital of Philadelphia, 3615 Civic Center Blvd, 19104, Philadelphia, PA, USA
| | - Huiqi Qu
- The Center of Applied Genomics, The Children's Hospital of Philadelphia, 3615 Civic Center Blvd, 19104, Philadelphia, PA, USA
| | - Yichuan Liu
- The Center of Applied Genomics, The Children's Hospital of Philadelphia, 3615 Civic Center Blvd, 19104, Philadelphia, PA, USA
| | - Kenny Nguyen
- The Center of Applied Genomics, The Children's Hospital of Philadelphia, 3615 Civic Center Blvd, 19104, Philadelphia, PA, USA
| | - Hakon Hakonarson
- Perelman School of Medicine, University of Pennsylvania, 3451 Walnut St, Philadelphia, PA, 19104, USA; The Center of Applied Genomics, The Children's Hospital of Philadelphia, 3615 Civic Center Blvd, 19104, Philadelphia, PA, USA; Division of Pulmonary and Sleep Medicine, The Children's Hospital of Philadelphia, 3615 Civic Center Blvd, 19104, Philadelphia, PA, USA
| |
Collapse
|
8
|
Peng RD, Chambliss SE. Opportunities for using artificial intelligence in air pollution and health research. J Allergy Clin Immunol 2025; 155:87-88. [PMID: 39368554 DOI: 10.1016/j.jaci.2024.09.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 08/12/2024] [Accepted: 09/17/2024] [Indexed: 10/07/2024]
Affiliation(s)
- Roger D Peng
- Department of Statistics and Data Sciences, University of Texas at Austin, Austin, Tex.
| | - Sarah E Chambliss
- Department of Population Health, Dell Medical School, University of Texas at Austin, Austin, Tex
| |
Collapse
|
9
|
Bouchacourt L, Smith S, Mackert M, Almalki S, Awad G, Barczyk A, Bearman SK, Castelli D, Champagne F, de Barbaro K, Garcia S, Johnson K, Kinney K, Lawson K, Nagy Z, Quiñones Camacho L, Rodríguez L, Schnyer D, Thomaz E, Upshaw S, Zhang Y. Strategies to Implement a Community-Based, Longitudinal Cohort Study: The Whole Communities-Whole Health Case Study. JMIR Form Res 2024; 8:e60368. [PMID: 39636676 PMCID: PMC11659690 DOI: 10.2196/60368] [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: 05/08/2024] [Revised: 09/23/2024] [Accepted: 10/11/2024] [Indexed: 12/07/2024] Open
Abstract
This paper discusses the implementation of the Whole Communities-Whole Health (WCWH) initiative, which is a community-based, longitudinal cohort study. WCWH seeks to better understand the impact of location on family health and child development while also providing support for families participating in the study. Implementing a longitudinal study that is both comprehensive in the data it is collecting and inclusive in the population it is representing is what makes WCWH extremely challenging. This paper highlights the learning process the initiative has gone through to identify effective strategies for implementing this type of research study and work toward building a new model for community-engaged research. Through iterative testing following the Plan-Do-Study-Act model, three main strategies for implementation were identified. These strategies are (1) creating a data collection schedule that balances participant burden and maintains temporality across data types; (2) facilitating multiple opportunities for qualitative and quantitative input from faculty, families, and nonparticipant community members; and (3) establishing an open-door policy for data analysis and interpretation. This paper serves as a guide and provides resources for other researchers wanting to implement a multidisciplinary and community-based cohort study.
Collapse
Affiliation(s)
- Lindsay Bouchacourt
- Center for Health Communication, The University of Texas at Austin, Austin, TX, United States
| | - Sarah Smith
- Office of the Vice President for Research, Scholarship and Creative Endeavors, The University of Texas at Austin, Austin, TX, United States
| | - Michael Mackert
- Center for Health Communication, The University of Texas at Austin, Austin, TX, United States
- School of Advertising and Public Relations, The University of Texas at Austin, Austin, TX, United States
- Department of Population Health, The University of Texas at Austin, Austin, TX, United States
| | - Shoaa Almalki
- School of Social and Behavioral Sciences, Marymount University, Arlington, United States
| | - Germine Awad
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States
| | - Amanda Barczyk
- Department of Population Health, The University of Texas at Austin, Austin, TX, United States
| | - Sarah Kate Bearman
- Ballmer Institute for Children's Behavioral Health, The University of Oregon, Eugene, OR, United States
| | - Darla Castelli
- Department of Physical Therapy, Movement, and Rehabilitation Sciences, Northeastern University, Boston, MA, United States
| | - Frances Champagne
- Department of Psychology, The University of Texas at Austin, Austin, TX, United States
| | - Kaya de Barbaro
- Department of Psychology, The University of Texas at Austin, Austin, TX, United States
| | - Shirene Garcia
- Steve Hicks School of Social Work, The University of Texas at Austin, Austin, TX, United States
| | - Karen Johnson
- School of Nursing, The University of Texas at Austin, Austin, TX, United States
| | - Kerry Kinney
- Department of Civil, Architectural and Environmental Engineering, The University of Texas at Austin, Austin, TX, United States
| | - Karla Lawson
- Department of Surgery & Perioperative Care, The University of Texas at Austin, Austin, TX, United States
| | - Zoltan Nagy
- Department of Civil, Architectural and Environmental Engineering, The University of Texas at Austin, Austin, TX, United States
| | - Laura Quiñones Camacho
- Department of Educational Psychology, The University of Texas at Austin, Austin, TX, United States
| | | | - David Schnyer
- Department of Psychology, The University of Texas at Austin, Austin, TX, United States
| | - Edison Thomaz
- Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, United States
| | - Sean Upshaw
- School of Advertising and Public Relations, The University of Texas at Austin, Austin, TX, United States
| | - Yan Zhang
- Center for Health Communication, The University of Texas at Austin, Austin, TX, United States
- School of Information, The University of Texas at Austin, Austin, TX, United States
| |
Collapse
|
10
|
Zárate RA, Bhavnani D, Chambliss S, Hall EM, Zigler C, Cubbin C, Wilkinson M, Matsui EC. Neighborhood-level variability in asthma-related emergency department visits in Central Texas. J Allergy Clin Immunol 2024; 154:933-939. [PMID: 38851399 DOI: 10.1016/j.jaci.2024.05.024] [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: 11/16/2023] [Revised: 04/15/2024] [Accepted: 05/17/2024] [Indexed: 06/10/2024]
Abstract
BACKGROUND The extent to which incidence rates of asthma-related emergency department (ED) visits vary from neighborhood to neighborhood and predictors of neighborhood-level asthma ED visit burden are not well understood. OBJECTIVE We aimed to describe the census tract-level spatial distribution of asthma-related ED visits in Central Texas and identify neighborhood-level characteristics that explain variability in neighborhood-level asthma ED visit rates. METHODS Conditional autoregressive models were used to examine the spatial distribution of asthma-related ED visit incidence rates across census tracts in Travis County, Texas, and assess the contribution of census tract characteristics to their distribution. RESULTS There were distinct patterns in ED visit incidence rates at the census tract scale. These patterns were largely unexplained by socioeconomic or selected built environment neighborhood characteristics. However, racial and ethnic composition explained 33% of the variability of ED visit incidence rates across census tracts. The census tract predictors of ED visit incidence rates differed by racial and ethnic group. CONCLUSIONS Variability in asthma ED visit incidence rates are apparent at smaller spatial scales. Most of the variability in census tract-level asthma ED visit rates in Central Texas is not explained by racial and ethnic composition or other neighborhood characteristics.
Collapse
Affiliation(s)
- Rebecca A Zárate
- Department of Population Health, Dell Medical School, University of Texas at Austin, Austin, Tex; Center for Health and Environment: Education and Research, Dell Medical School, University of Texas at Austin, Austin, Tex
| | - Darlene Bhavnani
- Department of Population Health, Dell Medical School, University of Texas at Austin, Austin, Tex; Center for Health and Environment: Education and Research, Dell Medical School, University of Texas at Austin, Austin, Tex
| | - Sarah Chambliss
- Department of Population Health, Dell Medical School, University of Texas at Austin, Austin, Tex; Center for Health and Environment: Education and Research, Dell Medical School, University of Texas at Austin, Austin, Tex
| | - Emily M Hall
- Center for Health and Environment: Education and Research, Dell Medical School, University of Texas at Austin, Austin, Tex; Department of Women's Health, Dell Medical School, University of Texas at Austin, Austin, Tex
| | - Corwin Zigler
- Center for Health and Environment: Education and Research, Dell Medical School, University of Texas at Austin, Austin, Tex; Department of Statistics and Data Sciences, University of Texas at Austin, Austin, Tex
| | - Catherine Cubbin
- Center for Health and Environment: Education and Research, Dell Medical School, University of Texas at Austin, Austin, Tex; Steve Hicks School of Social Work, University of Texas at Austin, Austin, Tex
| | - Matthew Wilkinson
- Department of Pediatrics, Dell Medical School, University of Texas at Austin, Austin, Tex
| | - Elizabeth C Matsui
- Department of Population Health, Dell Medical School, University of Texas at Austin, Austin, Tex; Center for Health and Environment: Education and Research, Dell Medical School, University of Texas at Austin, Austin, Tex; Department of Pediatrics, Dell Medical School, University of Texas at Austin, Austin, Tex.
| |
Collapse
|
11
|
Akenroye A, Banzon TM, Phipatanakul W. Socioeconomic status is of higher importance than air pollution and environmental factors in childhood asthma prevalence in urban Australia. J Allergy Clin Immunol 2024; 154:278-279. [PMID: 38830511 PMCID: PMC11307243 DOI: 10.1016/j.jaci.2024.05.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 05/16/2024] [Accepted: 05/23/2024] [Indexed: 06/05/2024]
Affiliation(s)
- Ayobami Akenroye
- Division of Allergy and Clinical Immunology, Brigham and Women's Hospital and Harvard Medical School, Boston, Mass; Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Mass; Harvard Medical School, Boston, Mass.
| | - Tina M Banzon
- Harvard Medical School, Boston, Mass; Division of Immunology, Boston Children's Hospital, Boston, Mass
| | - Wanda Phipatanakul
- Harvard Medical School, Boston, Mass; Division of Immunology, Boston Children's Hospital, Boston, Mass
| |
Collapse
|
12
|
Thakur N, Balmes JR. Fine-Scale Neighborhood Air Pollution Mapping: A First Step Toward Decoding Racial Asthma Disparities. Am J Respir Crit Care Med 2024; 210:134-136. [PMID: 38602863 PMCID: PMC11273320 DOI: 10.1164/rccm.202403-0591ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 04/11/2024] [Indexed: 04/13/2024] Open
Affiliation(s)
- Neeta Thakur
- Department of Medicine University of California San Francisco San Francisco, California
| | - John R Balmes
- Department of Medicine University of California San Francisco San Francisco, California
- School of Public Health University of California Berkeley Berkeley, California
| |
Collapse
|