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He Y, Lu W, Jee YH, Wang Y, Tsuo K, Qian DC, Diao JA, Huang H, Patel CJ, Byun J, Pasaniuc B, Atkinson EG, Amos CI, Moll M, Cho MH, Martin AR. Multi-trait and multi-ancestry genetic analysis of comorbid lung diseases and traits improves genetic discovery and polygenic risk prediction. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.08.25.24312558. [PMID: 39252935 PMCID: PMC11383478 DOI: 10.1101/2024.08.25.24312558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
While respiratory diseases such as COPD and asthma share many risk factors, most studies investigate them in insolation and in predominantly European ancestry populations. Here, we conducted the most powerful multi-trait and -ancestry genetic analysis of respiratory diseases and auxiliary traits to date. Our approach improves the power of genetic discovery across traits and ancestries, identifying 44 novel loci associated with lung function in individuals of East Asian ancestry. Using these results, we developed PRSxtra (cross TRait and Ancestry), a multi-trait and -ancestry polygenic risk score approach that leverages shared components of heritable risk via pleiotropic effects. PRSxtra significantly improved the prediction of asthma, COPD, and lung cancer compared to trait- and ancestry-matched PRS in a multi-ancestry cohort from the All of Us Research Program, especially in diverse populations. PRSxtra identified individuals in the top decile with over four-fold odds of asthma and COPD compared to the first decile. Our results present a new framework for multi-trait and -ancestry studies of respiratory diseases to improve genetic discovery and polygenic prediction.
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Affiliation(s)
- Yixuan He
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Wenhan Lu
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Yon Ho Jee
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Ying Wang
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Kristin Tsuo
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, MA, USA
| | - David C Qian
- Department of Thoracic Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - James A Diao
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Hailiang Huang
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Chirag J Patel
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Jinyoung Byun
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Bogdan Pasaniuc
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, CA, USA
- Department of Human Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Department of Computational Medicine, University of California, Los Angeles
| | - Elizabeth G Atkinson
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Christopher I Amos
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Matthew Moll
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Section on Pulmonary, Critical Care, Sleep and Allergy, Department of Veteran Affairs, Boston Healthcare System, West Roxbury, MA, USA
| | - Michael H Cho
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Alicia R Martin
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
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Vicuña L. Genetic associations with disease in populations with Indigenous American ancestries. Genet Mol Biol 2024; 47Suppl 1:e20230024. [PMID: 39254840 PMCID: PMC11384980 DOI: 10.1590/1678-4685-gmb-2023-0024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 07/13/2024] [Indexed: 09/11/2024] Open
Abstract
The genetic architecture of complex diseases affecting populations with Indigenous American ancestries is poorly understood due to their underrepresentation in genomics studies. While most of the genetic diversity associated with disease trait variation is shared among worldwide populations, a fraction of this component is expected to be unique to each continental group, including Indigenous Americans. Here, I describe the current state of knowledge from genome-wide association studies on Indigenous populations, as well as non-Indigenous populations with partial Indigenous ancestries from the American continent, focusing on disease susceptibility and anthropometric traits. While some studies identified risk alleles unique to Indigenous populations, their effects on trait variation are mostly small. I suggest that the associations rendered by many inter-population studies are probably inflated due to the absence of socio-cultural-economic covariates in the association models. I encourage the inclusion of admixed individuals in future GWAS studies to control for inter-ancestry differences in environmental factors. I suggest that some complex diseases might have arisen as trade-off costs of adaptations to past evolutionary selective pressures. Finally, I discuss how expanding panels with Indigenous ancestries in GWAS studies is key to accurately assess genetic risk in populations from the American continent, thus decreasing global health disparities.
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Affiliation(s)
- Lucas Vicuña
- University of Chicago, Department of Medicine, Section of Genetic Medicine, Chicago, USA
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Herrera-Luis E, Martin-Almeida M, Pino-Yanes M. Asthma-Genomic Advances Toward Risk Prediction. Clin Chest Med 2024; 45:599-610. [PMID: 39069324 PMCID: PMC11284279 DOI: 10.1016/j.ccm.2024.03.002] [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] [Indexed: 07/30/2024]
Abstract
Asthma is a common complex airway disease whose prediction of disease risk and most severe outcomes is crucial in clinical practice for adequate clinical management. This review discusses the latest findings in asthma genomics and current obstacles faced in moving forward to translational medicine. While genome-wide association studies have provided valuable insights into the genetic basis of asthma, there are challenges that must be addressed to improve disease prediction, such as the need for diverse representation, the functional characterization of genetic variants identified, variant selection for genetic testing, and refining prediction models using polygenic risk scores.
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Affiliation(s)
- Esther Herrera-Luis
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, 615 N Wolfe Street, Baltimore, MD 21205, USA.
| | - Mario Martin-Almeida
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna (ULL), Avenida Astrofísico Francisco Sánchez, s/n. Facultad de Ciencias, San Cristóbal de La Laguna, S/C de Tenerife La Laguna 38200, Tenerife, Spain
| | - Maria Pino-Yanes
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna (ULL), Avenida Astrofísico Francisco Sánchez, s/n. Facultad de Ciencias, San Cristóbal de La Laguna, S/C de Tenerife La Laguna 38200, Tenerife, Spain; CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid 28029, Spain; Instituto de Tecnologías Biomédicas (ITB), Universidad de La Laguna (ULL), San Cristóbal de La Laguna 38200, Tenerife, Spain
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Balasubramanian A, Wise RA, Stanojevic S, Miller MR, McCormack MC. FEV 1Q: a race-neutral approach to assessing lung function. Eur Respir J 2024; 63:2301622. [PMID: 38485146 PMCID: PMC11027150 DOI: 10.1183/13993003.01622-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 02/19/2024] [Indexed: 03/23/2024]
Abstract
BACKGROUND Forced expiratory volume in 1 s quotient (FEV1Q) is a simple approach to spirometry interpretation that compares measured lung function to a lower boundary. This study evaluated how well FEV1Q predicts survival compared with current interpretation methods and whether race impacts FEV1Q. METHODS White and Black adults with complete spirometry and mortality data from the National Health and Nutrition Examination Survey (NHANES) III and the United Network for Organ Sharing (UNOS) database for lung transplant referrals were included. FEV1Q was calculated as FEV1 divided by 0.4 L for females or 0.5 L for males. Cumulative distributions of FEV1 were compared across races. Cox proportional hazards models tested mortality risk from FEV1Q adjusting for age, sex, height, smoking, income and among UNOS individuals, referral diagnosis. Harrell's C-statistics were compared between absolute FEV1, FEV1Q, FEV1/height2, FEV1 z-scores and FEV1 % predicted. Analyses were stratified by race. RESULTS Among 7182 individuals from NHANES III and 7149 from UNOS, 1907 (27%) and 991 (14%), respectively, were Black. The lower boundary FEV1 values did not differ between Black and White individuals in either population (FEV1 first percentile difference ≤0.01 L; p>0.05). Decreasing FEV1Q was associated with increasing hazard ratio (HR) for mortality (NHANES III HR 1.33 (95% CI 1.28-1.39) and UNOS HR 1.18 (95% CI 1.12-1.23)). The associations were not confounded nor modified by race. Discriminative power was highest for FEV1Q compared with alternative FEV1 approaches in both Black and White individuals. CONCLUSIONS FEV1Q is an intuitive and simple race-neutral approach to interpreting FEV1 that predicts survival better than current alternative methods.
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Affiliation(s)
- Aparna Balasubramanian
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Robert A Wise
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Sanja Stanojevic
- Department of Community Health and Epidemiology, Dalhousie University, Halifax, NS, Canada
| | - Martin R Miller
- Institute of Applied Health Sciences, University of Birmingham, Birmingham, UK
| | - Meredith C McCormack
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
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Bai S, Lu J, Hua L, Liu Q, Chen M, Gu Y, Zhang J, Ma D, Bao Y. Prediction of asthma using a four-locus gene model including IL13, IL4, FCER1B, and ADRB2 in children of Kazak nationality. Ital J Pediatr 2023; 49:162. [PMID: 38049812 PMCID: PMC10694882 DOI: 10.1186/s13052-023-01564-y] [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: 05/15/2023] [Accepted: 11/21/2023] [Indexed: 12/06/2023] Open
Abstract
BACKGROUND To study whether the four locus gene model consisting of ADRB2 rs1042713, IL4 rs2243250, FCER1B rs569108 and L13 rs20541 can predict asthma of the Kazak children in Xinjiang, China. METHODS Four single nucleotide polymorphisms about the 4 genes were genotyped in asthma group and control group of Han children and Kazak children respectively. The frequencies of different genotypes and alleles were compared between the asthma group and the control group in the two nationalities. Different risk genotypes for asthma were evaluated in the two nationalities. RESULTS The differences about frequencies of genotypes in ADRB2 rs1042713 and IL4 rs2243250 and IL13 rs20541 between asthma group and control group were statistically significant in Han children, as were the frequencies of alleles in the 3 single nucleotide polymorphisms, but there were no statistical differences in FCER1B rs569108(P > 0.05). For the Kazak children, no differences were existed among all the genotypes and alleles in asthma group and control group. For the Han children, more children were asthma high risk genotype in the asthma group than those in the control group and no difference was found in the Kazak children. CONCLUSIONS The four locus gene model consisting of ADRB2 rs1042713, IL4 rs2243250, FCER1B rs569108 and L13 rs20541 can predict asthma of Han children but not for the Kazak children in Xinjiang, which illustrating that the difference of asthma prevalence between different races is closely related to the genetic background.
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Affiliation(s)
- Shasha Bai
- Department of Pediatric Pulmonology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jun Lu
- Children's Respiratory Diagnosis and Treatment Center, Urumqi First People's Hospital, Xinjiang, China
| | - Li Hua
- Department of Pediatric Pulmonology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Quanhua Liu
- Department of Pediatric Pulmonology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Mengxue Chen
- Department of Pediatric Pulmonology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yutong Gu
- Department of Pediatric Pulmonology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jianhua Zhang
- Department of Pediatric Pulmonology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Dongjun Ma
- Children's Respiratory Diagnosis and Treatment Center, Urumqi First People's Hospital, Xinjiang, China
| | - Yixiao Bao
- Department of Pediatric Pulmonology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
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Perez-Garcia J, Pino-Yanes M, Plender EG, Everman JL, Eng C, Jackson ND, Moore CM, Beckman KB, Medina V, Sharma S, Winnica DE, Holguin F, Rodríguez-Santana J, Villar J, Ziv E, Seibold MA, Burchard EG. Epigenomic response to albuterol treatment in asthma-relevant airway epithelial cells. Clin Epigenetics 2023; 15:156. [PMID: 37784136 PMCID: PMC10546710 DOI: 10.1186/s13148-023-01571-0] [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: 03/02/2023] [Accepted: 09/25/2023] [Indexed: 10/04/2023] Open
Abstract
BACKGROUND Albuterol is the first-line asthma medication used in diverse populations. Although DNA methylation (DNAm) is an epigenetic mechanism involved in asthma and bronchodilator drug response (BDR), no study has assessed whether albuterol could induce changes in the airway epithelial methylome. We aimed to characterize albuterol-induced DNAm changes in airway epithelial cells, and assess potential functional consequences and the influence of genetic variation and asthma-related clinical variables. RESULTS We followed a discovery and validation study design to characterize albuterol-induced DNAm changes in paired airway epithelial cultures stimulated in vitro with albuterol. In the discovery phase, an epigenome-wide association study using paired nasal epithelial cultures from Puerto Rican children (n = 97) identified 22 CpGs genome-wide associated with repeated-use albuterol treatment (p < 9 × 10-8). Albuterol predominantly induced a hypomethylation effect on CpGs captured by the EPIC array across the genome (probability of hypomethylation: 76%, p value = 3.3 × 10-5). DNAm changes on the CpGs cg23032799 (CREB3L1), cg00483640 (MYLK4-LINC01600), and cg05673431 (KSR1) were validated in nasal epithelia from 10 independent donors (false discovery rate [FDR] < 0.05). The effect on the CpG cg23032799 (CREB3L1) was cross-tissue validated in bronchial epithelial cells at nominal level (p = 0.030). DNAm changes in these three CpGs were shown to be influenced by three independent genetic variants (FDR < 0.05). In silico analyses showed these polymorphisms regulated gene expression of nearby genes in lungs and/or fibroblasts including KSR1 and LINC01600 (6.30 × 10-14 ≤ p ≤ 6.60 × 10-5). Additionally, hypomethylation at the CpGs cg10290200 (FLNC) and cg05673431 (KSR1) was associated with increased gene expression of the genes where they are located (FDR < 0.05). Furthermore, while the epigenetic effect of albuterol was independent of the asthma status, severity, and use of medication, BDR was nominally associated with the effect on the CpG cg23032799 (CREB3L1) (p = 0.004). Gene-set enrichment analyses revealed that epigenomic modifications of albuterol could participate in asthma-relevant processes (e.g., IL-2, TNF-α, and NF-κB signaling pathways). Finally, nine differentially methylated regions were associated with albuterol treatment, including CREB3L1, MYLK4, and KSR1 (adjusted p value < 0.05). CONCLUSIONS This study revealed evidence of epigenetic modifications induced by albuterol in the mucociliary airway epithelium. The epigenomic response induced by albuterol might have potential clinical implications by affecting biological pathways relevant to asthma.
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Grants
- R01 ES015794 NIEHS NIH HHS
- R01 HL120393 NHLBI NIH HHS
- R01ES015794, R21ES24844 NIEHS NIH HHS
- UM1 HG008901 NHGRI NIH HHS
- R01MD010443, R56MD013312 NIMHD NIH HHS
- R01 HL135156 NHLBI NIH HHS
- R01 HL128439 NHLBI NIH HHS
- R01 HL117004 NHLBI NIH HHS
- R21 ES024844 NIEHS NIH HHS
- R01 HL117626 NHLBI NIH HHS
- R56 MD013312 NIMHD NIH HHS
- R01 MD010443 NIMHD NIH HHS
- R01 HL155024 NHLBI NIH HHS
- R01HL155024-01, HHSN268201600032I, 3R01HL-117626-02S1, HHSN268201800002I, 3R01HL117004-02S3, 3R01HL-120393-02S1, R01HL117004, R01HL128439, R01HL135156, X01HL134589 NHLBI NIH HHS
- HHSN268201600032C NHLBI NIH HHS
- U24 HG008956 NHGRI NIH HHS
- Ministerio de Universidades
- Ministerio de Ciencia e Innovación
- Instituto de Salud Carlos III
- National Heart, Lung, and Blood Institute
- National Human Genome Research Institute
- National Institute of Environmental Health Sciences
- National Institute on Minority Health and Health Disparities
- The Centers for Common Disease Genomics of the Genome Sequencing Program
- Tobacco-Related Disease Research Program
- Sandler Family Foundation
- American Asthma Foundation
- Amos Medical Faculty Development Program from the Robert Wood Johnson Foundation
- Harry Wm. and Diana V. Hind Distinguished Professor in Pharmaceutical Sciences II
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Affiliation(s)
- Javier Perez-Garcia
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology, and Genetics, Universidad de La Laguna (ULL), La Laguna, Tenerife, Canary Islands, Spain.
| | - Maria Pino-Yanes
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology, and Genetics, Universidad de La Laguna (ULL), La Laguna, Tenerife, Canary Islands, Spain.
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain.
- Instituto de Tecnologías Biomédicas (ITB), Universidad de La Laguna (ULL), La Laguna, Spain.
| | - Elizabeth G Plender
- Center for Genes, Environment, and Health, National Jewish Health, Denver, CO, USA
| | - Jamie L Everman
- Center for Genes, Environment, and Health, National Jewish Health, Denver, CO, USA
| | - Celeste Eng
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, CA, USA
| | - Nathan D Jackson
- Center for Genes, Environment, and Health, National Jewish Health, Denver, CO, USA
| | - Camille M Moore
- Center for Genes, Environment, and Health, National Jewish Health, Denver, CO, USA
- Department of Biomedical Research, National Jewish Health, Denver, CO, USA
- Department of Biostatistics and Informatics, University of Colorado, Denver, CO, USA
| | - Kenneth B Beckman
- University of Minnesota Genomics Center (UMNGC), Minneapolis, MN, USA
| | | | - Sunita Sharma
- Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Daniel Efrain Winnica
- Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Fernando Holguin
- Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | | | - Jesús Villar
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain
- Multidisciplinary Organ Dysfunction Evaluation Research Network (MODERN), Research Unit, Hospital Universitario Dr. Negrín, Las Palmas de Gran Canaria, Spain
- Li Ka Shing Knowledge Institute at the St. Michael's Hospital, Toronto, ON, Canada
| | - Elad Ziv
- Institute for Human Genetics, University of California San Francisco (UCSF), San Francisco, CA, USA
- Department of Epidemiology and Biostatistics, University of California, San Francisco School of Medicine, San Francisco, CA, USA
| | - Max A Seibold
- Center for Genes, Environment, and Health, National Jewish Health, Denver, CO, USA
- Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado School of Medicine, Aurora, CO, USA
- Department of Pediatrics, National Jewish Health, Denver, CO, USA
| | - Esteban G Burchard
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, CA, USA
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco (UCSF), San Francisco, CA, USA
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Abstract
In the United States, asthma and chronic obstructive pulmonary disease (COPD) disproportionately affect African Americans, Puerto Ricans, and other minority groups. Compared with non-Hispanic whites, minorities have been marginalized and more frequently exposed to environmental risk factors such as tobacco smoke and outdoor and indoor pollutants. Such divergent environmental exposures, alone or interacting with heredity, lead to disparities in the prevalence, morbidity, and mortality of asthma and COPD, which are worsened by lack of access to health care. In this article, we review the burden and risk factors for racial or ethnic disparities in asthma and COPD and discuss future directions in this field.
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Affiliation(s)
- Erick Forno
- Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA
| | - Victor E Ortega
- Division of Respiratory Medicine, Department of Medicine, Mayo Clinic, Phoenix, AZ, USA
| | - Juan C Celedón
- Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA.
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Cushman GK, Koinis-Mitchell D, Alsina M, Barker D, Drew L, DeCesare C, Yeo AJ, Durkin K, Elwy AR, Jandasek B, Pearlman DN, Vivier P, McQuaid EL. Design of a community-based, Hybrid Type II effectiveness-implementation asthma intervention study: The Rhode Island Asthma Integrated Response (RI-AIR) program. Contemp Clin Trials 2023; 129:107204. [PMID: 37088129 PMCID: PMC11157426 DOI: 10.1016/j.cct.2023.107204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 04/18/2023] [Accepted: 04/19/2023] [Indexed: 04/25/2023]
Abstract
BACKGROUND Pediatric asthma is among the most common health conditions and disproportionately impacts Black and Latino children. Gaps in asthma care exist and may contribute to racial and ethnic inequities. The Rhode Island Asthma Integrated Response (RI-AIR) program was developed to address current limitations in care. The aims of the RI-AIR Hybrid Type II effectiveness-implementation trial were to: a) simultaneously evaluate the effectiveness of RI-AIR on individual-level and community-level outcomes; b) evaluate implementation strategies used to increase uptake of RI-AIR. In this manuscript, we outline the design and methods used to implement RI-AIR. METHODS School-based areas (polygons) with the highest asthma-related urgent healthcare utilization in Greater Providence, R.I., were identified using geospatial mapping. Families with eligible children (2-12 years) living in one of the polygons received evidence-based school- and/or home-based asthma management interventions, based on asthma control level. School-based interventions included child and caregiver education programs and school staff trainings. Home-based interventions included individualized asthma education, home-environmental assessments, and strategies and supplies for trigger remediation. Implementation strategies included engaging school nurse teachers as champions, tailoring interventions to school preferences, and engaging families for input. RESULTS A total of 6420 children were screened throughout the study period, 811 were identified as eligible, and 433 children were enrolled between November 2018 and December 2021. CONCLUSIONS Effective implementation of pediatric asthma interventions is essential to decrease health inequities and improve asthma management. The RI-AIR study serves as an example of a multi-level intervention to improve outcomes and reduce disparities in pediatric chronic disease. CLINICAL TRIALS REGISTRATION NUMBER NCT03583814.
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Affiliation(s)
- Grace K Cushman
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA; Bradley-Hasbro Children's Research Center, Rhode Island Hospital/Hasbro Children's Hospital, Providence, RI, USA
| | - Daphne Koinis-Mitchell
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA; Bradley-Hasbro Children's Research Center, Rhode Island Hospital/Hasbro Children's Hospital, Providence, RI, USA; Department of Pediatrics, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Miosotis Alsina
- Bradley-Hasbro Children's Research Center, Rhode Island Hospital/Hasbro Children's Hospital, Providence, RI, USA
| | - David Barker
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA; Bradley-Hasbro Children's Research Center, Rhode Island Hospital/Hasbro Children's Hospital, Providence, RI, USA
| | - Linnea Drew
- Bradley-Hasbro Children's Research Center, Rhode Island Hospital/Hasbro Children's Hospital, Providence, RI, USA
| | - Catherine DeCesare
- Bradley-Hasbro Children's Research Center, Rhode Island Hospital/Hasbro Children's Hospital, Providence, RI, USA
| | - Anna J Yeo
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA; Bradley-Hasbro Children's Research Center, Rhode Island Hospital/Hasbro Children's Hospital, Providence, RI, USA; Center for Behavioral and Preventive Medicine, The Miriam Hospital, Providence, RI, USA
| | - Kristine Durkin
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA; Bradley-Hasbro Children's Research Center, Rhode Island Hospital/Hasbro Children's Hospital, Providence, RI, USA
| | - A Rani Elwy
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Barbara Jandasek
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA; Bradley-Hasbro Children's Research Center, Rhode Island Hospital/Hasbro Children's Hospital, Providence, RI, USA; Department of Pediatrics, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Deborah N Pearlman
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA
| | - Patrick Vivier
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
| | - Elizabeth L McQuaid
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA; Bradley-Hasbro Children's Research Center, Rhode Island Hospital/Hasbro Children's Hospital, Providence, RI, USA; Department of Pediatrics, Warren Alpert Medical School of Brown University, Providence, RI, USA.
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9
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Herrera-Luis E, Forno E, Celedón JC, Pino-Yanes M. Asthma Exacerbations: The Genes Behind the Scenes. J Investig Allergol Clin Immunol 2023; 33:76-94. [PMID: 36420738 PMCID: PMC10638677 DOI: 10.18176/jiaci.0878] [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] [Indexed: 11/25/2022] Open
Abstract
The clinical and socioeconomic burden of asthma exacerbations (AEs) constitutes a major public health problem. In the last 4 years, there has been an increase in ethnic diversity in candidate-gene and genome-wide association studies of AEs, which in the latter case led to the identification of novel genes and underlying pathobiological processes. Pharmacogenomics, admixture mapping analyses, and the combination of multiple "omics" layers have helped to prioritize genomic regions of interest and/or facilitated our understanding of the functional consequences of genetic variation. Nevertheless, the field still lags behind the genomics of asthma, where a vast compendium of genetic approaches has been used (eg, gene-environment nteractions, next-generation sequencing, and polygenic risk scores). Furthermore, the roles of the DNA methylome and histone modifications in AEs have received little attention, and microRNA findings remain to be validated in independent studies. Likewise, the most recent transcriptomic studies highlight the importance of the host-airway microbiome interaction in the modulation of risk of AEs. Leveraging -omics and deep-phenotyping data from subtypes or homogenous subgroups of patients will be crucial if we are to overcome the inherent heterogeneity of AEs, boost the identification of potential therapeutic targets, and implement precision medicine approaches to AEs in clinical practice.
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Affiliation(s)
- E Herrera-Luis
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna (ULL), La Laguna, Tenerife, Spain
| | - E Forno
- Division of Pediatric Pulmonary Medicine, UPMC Children´s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - J C Celedón
- Division of Pediatric Pulmonary Medicine, UPMC Children´s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - M Pino-Yanes
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna (ULL), La Laguna, Tenerife, Spain
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain 4 Instituto de Tecnologías Biomédicas (ITB), Universidad de La Laguna (ULL), La Laguna, Tenerife, Spain
- Instituto de Tecnologías Biomédicas (ITB), Universidad de La Laguna (ULL), La Laguna, Tenerife, Spain
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10
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Cooper PJ, Figueiredo CA, Rodriguez A, dos Santos LM, Ribeiro‐Silva RC, Carneiro VL, Costa G, Magalhães T, dos Santos de Jesus T, Rios R, da Silva HBF, Costa R, Chico ME, Vaca M, Alcantara‐Neves N, Rodrigues LC, Cruz AA, Barreto ML. Understanding and controlling asthma in Latin America: A review of recent research informed by the SCAALA programme. Clin Transl Allergy 2023; 13:e12232. [PMID: 36973960 PMCID: PMC10041090 DOI: 10.1002/clt2.12232] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 02/01/2023] [Accepted: 02/15/2023] [Indexed: 03/29/2023] Open
Abstract
Asthma is an important health concern in Latin America (LA) where it is associated with variable prevalence and disease burden between countries. High prevalence and morbidity have been observed in some regions, particularly marginalized urban populations. Research over the past 10 years from LA has shown that childhood disease is primarily non-atopic. The attenuation of atopy may be explained by enhanced immune regulation induced by intense exposures to environmental factors such as childhood infections and poor environmental conditions of the urban poor. Non-atopic symptoms are associated with environmental and lifestyle factors including poor living conditions, respiratory infections, psychosocial stress, obesity, and a diet of highly processed foods. Ancestry (particularly African) and genetic factors increase asthma risk, and some of these factors may be specific to LA settings. Asthma in LA tends to be poorly controlled and depends on access to health care and medications. There is a need to improve management and access to medication through primary health care. Future research should consider the heterogeneity of asthma to identify relevant endotypes and underlying causes. The outcome of such research will need to focus on implementable strategies relevant to populations living in resource-poor settings where the disease burden is greatest.
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Affiliation(s)
- Philip J. Cooper
- Escuela de MedicinaUniversidad Internacional del EcuadorQuitoEcuador
- Institute of Infection and ImmunitySt George's University of LondonLondonUK
| | | | | | | | | | | | - Gustavo Costa
- Center for Data Knowledge and Integration for Health (CIDACS)Fundação Oswaldo CruzBahiaSalvadorBrazil
- Universidade Salvador (UNIFACS)SalvadorBahiaBrazil
| | - Thiago Magalhães
- Instituto de Saúde ColetivaUniversidade Federal da BahiaSalvadorBrazil
| | | | - Raimon Rios
- Instituto de Ciências da SaúdeUniversidade Federal da BahiaSalvadorBrazil
| | | | - Ryan Costa
- Instituto de Ciências da SaúdeUniversidade Federal da BahiaSalvadorBrazil
| | - Martha E. Chico
- Fundacion Ecuatoriana para la Investigacion en Salud (FEPIS)EsmeraldasEcuador
| | - Maritza Vaca
- Instituto de Saúde ColetivaUniversidade Federal da BahiaSalvadorBrazil
- Fundacion Ecuatoriana para la Investigacion en Salud (FEPIS)EsmeraldasEcuador
| | | | - Laura C Rodrigues
- Faculty of Epidemiology and Population HealthLondon School of Hygiene and Tropical MedicineLondonUK
| | - Alvaro A. Cruz
- Universidade Federal da Bahia and Fundação ProARSalvadorBrazil
| | - Mauricio L. Barreto
- Center for Data Knowledge and Integration for Health (CIDACS)Fundação Oswaldo CruzBahiaSalvadorBrazil
- Instituto de Saúde ColetivaUniversidade Federal da BahiaSalvadorBrazil
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11
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Herrera-Luis E, Mak ACY, Perez-Garcia J, Martin-Gonzalez E, Eng C, Beckman KB, Huntsman S, Hu D, González-Pérez R, Hernández-Pérez JM, Mederos-Luis E, Sio YY, Poza-Guedes P, Sardón O, Corcuera P, Sánchez-Machín I, Korta-Murua J, Martínez-Rivera C, Mullol J, Muñoz X, Valero A, Sastre J, Garcia-Aymerich J, Llop S, Torrent M, Casas M, Rodríguez-Santana JR, Villar J, del Pozo V, Lorenzo-Diaz F, Williams LK, Melén E, Chew FT, Borrell LN, Burchard EG, Pino-Yanes M. Admixture mapping of severe asthma exacerbations in Hispanic/Latino children and youth. Thorax 2023; 78:233-241. [PMID: 36180068 PMCID: PMC9957797 DOI: 10.1136/thorax-2022-218755] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 08/04/2022] [Indexed: 11/04/2022]
Abstract
BACKGROUND In the USA, genetically admixed populations have the highest asthma prevalence and severe asthma exacerbations rates. This could be explained not only by environmental factors but also by genetic variants that exert ethnic-specific effects. However, no admixture mapping has been performed for severe asthma exacerbations. OBJECTIVE We sought to identify genetic variants associated with severe asthma exacerbations in Hispanic/Latino subgroups by means of admixture mapping analyses and fine mapping, and to assess their transferability to other populations and potential functional roles. METHODS We performed an admixture mapping in 1124 Puerto Rican and 625 Mexican American children with asthma. Fine-mapping of the significant peaks was performed via allelic testing of common and rare variants. We performed replication across Hispanic/Latino subgroups, and the transferability to non-Hispanic/Latino populations was assessed in 1001 African Americans, 1250 Singaporeans and 941 Europeans with asthma. The effects of the variants on gene expression and DNA methylation from whole blood were also evaluated in participants with asthma and in silico with data obtained through public databases. RESULTS Genomewide significant associations of Indigenous American ancestry with severe asthma exacerbations were found at 5q32 in Mexican Americans as well as at 13q13-q13.2 and 3p13 in Puerto Ricans. The single nucleotide polymorphism (SNP) rs1144986 (C5orf46) showed consistent effects for severe asthma exacerbations across Hispanic/Latino subgroups, but it was not validated in non-Hispanics/Latinos. This SNP was associated with DPYSL3 DNA methylation and SCGB3A2 gene expression levels. CONCLUSIONS Admixture mapping study of asthma exacerbations revealed a novel locus that exhibited Hispanic/Latino-specific effects and regulated DPYSL3 and SCGB3A2.
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Affiliation(s)
- Esther Herrera-Luis
- Genomics and Health Group, Department of Biochemistry,
Microbiology, Cell Biology and Genetics, Universidad de La Laguna (ULL), La Laguna,
Tenerife, Spain
| | - Angel C. Y. Mak
- Department of Medicine, University of California San
Francisco, San Francisco, California, U.S.A
| | - Javier Perez-Garcia
- Genomics and Health Group, Department of Biochemistry,
Microbiology, Cell Biology and Genetics, Universidad de La Laguna (ULL), La Laguna,
Tenerife, Spain
| | - Elena Martin-Gonzalez
- Genomics and Health Group, Department of Biochemistry,
Microbiology, Cell Biology and Genetics, Universidad de La Laguna (ULL), La Laguna,
Tenerife, Spain
| | - Celeste Eng
- Department of Medicine, University of California San
Francisco, San Francisco, California, U.S.A
| | | | - Scott Huntsman
- Department of Medicine, University of California San
Francisco, San Francisco, California, U.S.A
| | - Donglei Hu
- Department of Medicine, University of California San
Francisco, San Francisco, California, U.S.A
| | - Ruperto González-Pérez
- Allergy Department, Hospital Universitario de Canarias,
Santa Cruz de Tenerife, Tenerife, Spain,Asthma Unit, Hospital Universitario de Canarias, La Laguna,
Tenerife, Spain
| | - José M. Hernández-Pérez
- Pulmonary Medicine, Hospital Universitario de N.S de
Candelaria, Santa Cruz de Tenerife, Spain,Pulmonary Medicine, Hospital General de La Palma, La Palma,
Santa Cruz de Tenerife, Spain
| | - Elena Mederos-Luis
- Allergy Department, Hospital Universitario de Canarias,
Santa Cruz de Tenerife, Tenerife, Spain
| | - Yang Yie Sio
- Department of Biological Sciences, National University of
Singapore, Singapore
| | - Paloma Poza-Guedes
- Allergy Department, Hospital Universitario de Canarias,
Santa Cruz de Tenerife, Tenerife, Spain,Asthma Unit, Hospital Universitario de Canarias, La Laguna,
Tenerife, Spain
| | - Olaia Sardón
- Division of Pediatric Respiratory Medicine, Hospital
Universitario Donostia, San Sebastián, Spain,Department of Pediatrics, University of the Basque
Country (UPV/EHU), San Sebastián, Spain
| | - Paula Corcuera
- Division of Pediatric Respiratory Medicine, Hospital
Universitario Donostia, San Sebastián, Spain
| | | | - Javier Korta-Murua
- Division of Pediatric Respiratory Medicine, Hospital
Universitario Donostia, San Sebastián, Spain,Department of Pediatrics, University of the Basque
Country (UPV/EHU), San Sebastián, Spain
| | - Carlos Martínez-Rivera
- CIBER de Enfermedades Respiratorias, Instituto de Salud
Carlos III, Madrid, Spain,Servicio de Neumología, Hospital Universitario
Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona,
Spain
| | - Joaquim Mullol
- CIBER de Enfermedades Respiratorias, Instituto de Salud
Carlos III, Madrid, Spain,Rhinology Unit & Smell Clinic, ENT Department;
Clinical & Experimental Respiratory Immunoallergy (IDIBAPS), Universitat de
Barcelona, Barcelona, Spain
| | - Xavier Muñoz
- CIBER de Enfermedades Respiratorias, Instituto de Salud
Carlos III, Madrid, Spain,Servicio de Neumología, Hospital Vall
d’Hebron, Barcelona, Spain
| | - Antonio Valero
- CIBER de Enfermedades Respiratorias, Instituto de Salud
Carlos III, Madrid, Spain,Allergy Unit & Severe Asthma Unit, Pneumonology and
Allergy Department, Hospital Clínic; IDIBAPS; Universitat de
Barcelona.Barcelona, Spain
| | - Joaquín Sastre
- CIBER de Enfermedades Respiratorias, Instituto de Salud
Carlos III, Madrid, Spain,Allergy Department, Hospital Universitario
Fundación Jiménez Díaz, Madrid, Spain
| | - Judith Garcia-Aymerich
- Spanish Consortium for Research on Epidemiology and
Public Health (CIBERESP), Madrid, Spain,ISGlobal, Barcelona, Spain,Universitat Pompeu Fabra, Barcelona, Spain
| | - Sabrina Llop
- Spanish Consortium for Research on Epidemiology and
Public Health (CIBERESP), Madrid, Spain,Epidemiology and Environmental Health Joint Research
Unit, FISABIO–Universitat Jaume I–Universitat de València,
Valencia, Spain
| | | | - Maribel Casas
- ISGlobal, Barcelona, Spain,Universitat Pompeu Fabra, Barcelona, Spain
| | | | - Jesús Villar
- CIBER de Enfermedades Respiratorias, Instituto de Salud
Carlos III, Madrid, Spain,Multidisciplinary Organ Dysfunction Evaluation Research
Network, Research Unit, Hospital Universitario Dr. Negrín, Las Palmas de Gran
Canaria, Spain
| | - Victoria del Pozo
- CIBER de Enfermedades Respiratorias, Instituto de Salud
Carlos III, Madrid, Spain,Immunology Department, Instituto de Investigación
Sanitaria Hospital Universitario Fundación Jiménez Díaz,
Madrid, Spain
| | - Fabian Lorenzo-Diaz
- Genomics and Health Group, Department of Biochemistry,
Microbiology, Cell Biology and Genetics, Universidad de La Laguna (ULL), La Laguna,
Tenerife, Spain,Instituto Universitario de Enfermedades Tropicales y
Salud Pública de Canarias (IUETSPC), Universidad de La Laguna (ULL), La
Laguna, Tenerife, Spain
| | - L. Keoki Williams
- Center for Individualized and Genomic Medicine Research,
Department of Internal Medicine, Henry Ford Health System, Detroit, MI, U.S.A
| | - Erik Melén
- Department of Clinical Sciences and Education,
Södersjukhuset, Karolinska Institutet, Stockholm, Sweden,Sachs’ Children’s Hospital, South General
Hospital, Stockholm, Sweden
| | - Fook Tim Chew
- Department of Biological Sciences, National University of
Singapore, Singapore
| | - Luisa N. Borrell
- Department of Epidemiology & Biostatistics, Graduate
School of Public Health & Health Policy, City University of New York, New York,
NY, U.S.A
| | - Esteban G. Burchard
- UMN Genomics Center, Minneapolis, Minnesota, U.S.A.,Department of Bioengineering and Therapeutic Sciences,
University of California San Francisco, San Francisco, California, U.S.A
| | - Maria Pino-Yanes
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology, and Genetics, Universidad de La Laguna (ULL), La Laguna, Spain .,CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain.,Instituto de Tecnologías Biomédicas (ITB), Universidad de La Laguna (ULL), La Laguna, Spain
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12
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Burbank AJ, Hernandez ML, Jefferson A, Perry TT, Phipatanakul W, Poole J, Matsui EC. Environmental justice and allergic disease: A Work Group Report of the AAAAI Environmental Exposure and Respiratory Health Committee and the Diversity, Equity and Inclusion Committee. J Allergy Clin Immunol 2023; 151:656-670. [PMID: 36584926 PMCID: PMC9992350 DOI: 10.1016/j.jaci.2022.11.025] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 10/31/2022] [Accepted: 11/29/2022] [Indexed: 12/29/2022]
Abstract
Environmental justice is the concept that all people have the right to live in a healthy environment, to be protected against environmental hazards, and to participate in decisions affecting their communities. Communities of color and low-income populations live, work, and play in environments with disproportionate exposure to hazards associated with allergic disease. This unequal distribution of hazards has contributed to health disparities and is largely the result of systemic racism that promotes segregation of neighborhoods, disinvestment in predominantly racial/ethnic minority neighborhoods, and discriminatory housing, employment, and lending practices. The AAAAI Environmental Exposure and Respiratory Health Committee and Diversity, Equity and Inclusion Committee jointly developed this report to improve allergy/immunology specialists' awareness of environmental injustice, its roots in systemic racism, and its impact on health disparities in allergic disease. We present evidence supporting the relationship between exposure to environmental hazards, particularly at the neighborhood level, and the disproportionately high incidence and poor outcomes from allergic diseases in marginalized populations. Achieving environmental justice requires investment in at-risk communities to increase access to safe housing, clean air and water, employment opportunities, education, nutrition, and health care. Through policies that promote environmental justice, we can achieve greater health equity in allergic disease.
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Affiliation(s)
- Allison J Burbank
- Division of Pediatric Allergy and Immunology, University of North Carolina School of Medicine, Children's Research Institute, Chapel Hill, NC.
| | - Michelle L Hernandez
- Division of Pediatric Allergy and Immunology, University of North Carolina School of Medicine, Children's Research Institute, Chapel Hill, NC
| | - Akilah Jefferson
- University of Arkansas for Medical Sciences, Little Rock, Ark; Arkansas Children's Research Institute, Little Rock, Ark
| | - Tamara T Perry
- University of Arkansas for Medical Sciences, Little Rock, Ark; Arkansas Children's Research Institute, Little Rock, Ark
| | - Wanda Phipatanakul
- Division of Asthma, Allergy and Immunology, Boston Children's Hospital, Harvard Medical School, Boston, Mass
| | - Jill Poole
- Department of Internal Medicine, Division of Allergy and Immunology, University of Nebraska Medical Center, Omaha, Neb
| | - Elizabeth C Matsui
- Departments of Population Health and Pediatrics, Dell Medical School at University of Texas at Austin, Austin, Tex
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13
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Cardet JC, Shenoy K, Baydur A, Carroll JK, Celedón JC, Cui J, Dara P, Ericson B, Forth VE, Fagan M, Fuhlbrigge AL, Gupta R, Hart MK, Hernandez ML, Hernandez PA, Kruse J, Maher NE, Manning BK, Pinto-Plata VM, Robles J, Rodriguez-Louis J, Shields JB, Telon Sosa BS, Wechsler ME, Israel E. Caribbean Latinx with moderate-severe asthma bear greater asthma morbidity than other Latinx. J Allergy Clin Immunol 2022; 150:1106-1113.e10. [PMID: 35779669 PMCID: PMC9643605 DOI: 10.1016/j.jaci.2022.05.026] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 05/08/2022] [Accepted: 05/17/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND Hispanic/Latinx (HL) ethnicity encompasses racially and culturally diverse subgroups. Studies suggest that Puerto Ricans (PR) may bear greater asthma-related morbidity than Mexicans, but these were conducted in children or had limited clinical characterization. OBJECTIVES This study sought to determine whether disparities in asthma morbidity exist among HL adult subgroups. METHODS Adults with moderate-severe asthma were recruited from US clinics, including from Puerto Rico, for the Person Empowered Asthma Relief (PREPARE) trial. Considering the shared heritage between PR and other Caribbean HL (Cubans and Dominicans [C&D]), the investigators compared baseline self-reported clinical characteristics between Caribbean HL (CHL) (PR and C&D: n = 457) and other HLs (OHL) (Mexicans, Spaniards, Central/South Americans; n = 141), and between CHL subgroups (C&D [n = 56] and PR [n = 401]). This study compared asthma morbidity measures (self-reported exacerbations requiring systemic corticosteroids, emergency department/urgent care (ED/UC) visits, hospitalizations, health care utilization) through negative binomial regression. RESULTS CHL compared to OHL were similar in age, body mass index, poverty status, blood eosinophils, and fractional exhaled nitric oxide but were prescribed more asthma controller therapies. Relative to OHL, CHL had significantly increased odds of asthma exacerbations (odds ratio [OR]: 1.84; 95% CI: 1.4-2.4), ED/UC visits (OR: 1.88; 95% CI: 1.4-2.5), hospitalization (OR: 1.98; 95% CI: 1.06-3.7), and health care utilization (OR: 1.91; 95% CI: 1.44-2.53). Of the CHL subgroups, PR had significantly increased odds of asthma exacerbations, ED/UC visits, hospitalizations, and health care utilization compared to OHL, whereas C&D only had increased odds of exacerbations compared to OHL. PR compared to C&D had greater odds of ED/UC and health care utilization. CONCLUSIONS CHL adults, compared with OHL, adults reported nearly twice the asthma morbidity; these differences are primarily driven by PR. Novel interventions are needed to reduce morbidity in this highly impacted population.
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Affiliation(s)
- Juan Carlos Cardet
- Division of Allergy and Immunology, Department of Internal Medicine, University of South Florida, Morsani College of Medicine, Tampa, Fla
| | - Kartik Shenoy
- Temple Lung Center, Lewis Katz School of Medicine at Temple University, Philadelphia, Pa
| | - Ahmet Baydur
- Division of Pulmonary, Critical Care and Sleep Medicine, Keck School of Medicine, University of Southern California, Los Angeles, Calif
| | - Jennifer K Carroll
- American Academy of Family Physicians National Research Network, Leawood, Kan; Department of Family Medicine, University of Colorado School of Medicine, University of Colorado, Aurora, Colo
| | - Juan Carlos Celedón
- Division of Pediatric Pulmonary Medicine, University of Pittsburgh, Pittsburgh, Pa
| | - Jing Cui
- Division of Rheumatology, Inflammation and Immunity, Brigham and Women's Hospital, Boston, Mass
| | - Prajwal Dara
- Department of Internal Medicine, University of South Florida, Morsani College of Medicine, Tampa, Fla
| | - Brianna Ericson
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Mass
| | - Victoria E Forth
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Mass
| | | | - Anne L Fuhlbrigge
- Department of Medicine, Pulmonary Science and Critical Care Medicine, University of Colorado School of Medicine, University of Colorado, Aurora, Colo
| | - Rohit Gupta
- Temple Lung Center, Lewis Katz School of Medicine at Temple University, Philadelphia, Pa
| | | | - Michelle L Hernandez
- Division of Allergy and Immunology, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Paulina Arias Hernandez
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Mass
| | - Jean Kruse
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Mass
| | - Nancy E Maher
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Mass
| | - Brian K Manning
- American Academy of Family Physicians National Research Network, Leawood, Kan
| | - Victor M Pinto-Plata
- Division of Pulmonary and Critical Care Medicine, Lahey Hospital and Medical Center, Burlington, Mass
| | | | | | - Joel B Shields
- American Academy of Family Physicians National Research Network, Leawood, Kan
| | - Bonnie S Telon Sosa
- Department of Internal Medicine, Allergy/Immunology Section, University of Puerto Rico: Medical Sciences Campus, San Juan, Puerto Rico
| | - Michael E Wechsler
- Department of Medicine, NJH Cohen Family Asthma Institute, National Jewish Health, Denver, Colo
| | - Elliot Israel
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Mass.
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14
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Namjou B, Lape M, Malolepsza E, DeVore SB, Weirauch MT, Dikilitas O, Jarvik GP, Kiryluk K, Kullo IJ, Liu C, Luo Y, Satterfield BA, Smoller JW, Walunas TL, Connolly J, Sleiman P, Mersha TB, Mentch FD, Hakonarson H, Prows CA, Biagini JM, Khurana Hershey GK, Martin LJ, Kottyan L. Multiancestral polygenic risk score for pediatric asthma. J Allergy Clin Immunol 2022; 150:1086-1096. [PMID: 35595084 PMCID: PMC9643615 DOI: 10.1016/j.jaci.2022.03.035] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 03/07/2022] [Accepted: 03/29/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Asthma is the most common chronic condition in children and the third leading cause of hospitalization in pediatrics. The genome-wide association study catalog reports 140 studies with genome-wide significance. A polygenic risk score (PRS) with predictive value across ancestries has not been evaluated for this important trait. OBJECTIVES This study aimed to train and validate a PRS relying on genetic determinants for asthma to provide predictions for disease occurrence in pediatric cohorts of diverse ancestries. METHODS This study applied a Bayesian regression framework method using the Trans-National Asthma Genetic Consortium genome-wide association study summary statistics to derive a multiancestral PRS score, used one Electronic Medical Records and Genomics (eMERGE) cohort as a training set, used a second independent eMERGE cohort to validate the score, and used the UK Biobank data to replicate the findings. A phenome-wide association study was performed using the PRS to identify shared genetic etiology with other phenotypes. RESULTS The multiancestral asthma PRS was associated with asthma in the 2 pediatric validation datasets. Overall, the multiancestral asthma PRS has an area under the curve (AUC) of 0.70 (95% CI, 0.69-0.72) in the pediatric validation 1 and AUC of 0.66 (0.65-0.66) in the pediatric validation 2 datasets. We found significant discrimination across pediatric subcohorts of European (AUC, 95% CI, 0.60 and 0.66), African (AUC, 95% CI, 0.61 and 0.66), admixed American (AUC, 0.64 and 0.70), Southeast Asian (AUC, 0.65), and East Asian (AUC, 0.73) ancestry. Pediatric participants with the top 5% PRS had 2.80 to 5.82 increased odds of asthma compared to the bottom 5% across the training, validation 1, and validation 2 cohorts when adjusted for ancestry. Phenome-wide association study analysis confirmed the strong association of the identified PRS with asthma (odds ratio, 2.71, PFDR = 3.71 × 10-65) and related phenotypes. CONCLUSIONS A multiancestral PRS for asthma based on Bayesian posterior genomic effect sizes identifies increased odds of pediatric asthma.
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Affiliation(s)
- Bahram Namjou
- Center for Autoimmune Genomics and Etiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
- Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, Ohio 45229
| | - Michael Lape
- Center for Autoimmune Genomics and Etiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
- Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, Ohio 45229
- Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
| | - Edyta Malolepsza
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts 02142
| | - Stanley B. DeVore
- Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, Ohio 45229
- Division of Asthma Research, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
| | - Matthew T. Weirauch
- Center for Autoimmune Genomics and Etiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
- Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, Ohio 45229
- Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
- Division of Developmental Biology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
| | - Ozan Dikilitas
- Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota 55905
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota 55905
| | - Gail P. Jarvik
- Departments of Medicine (Division of Medical Genetics) and Genome Sciences, University of Washington Medical Center, Seattle, Washington 98195
| | - Krzysztof Kiryluk
- Department of Medicine, Division of Nephrology, College of Physicians and Surgeons, Columbia University, New York, New York 10032
| | - Iftikhar J. Kullo
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota 55905
| | - Cong Liu
- Department of Biomedical Informatics, Columbia University, New York, New York 10032
| | - Yuan Luo
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611
| | | | - Jordan W. Smoller
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts 02114
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts 02115
| | - Theresa L. Walunas
- Division of General Internal Medicine and Geriatrics, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611
| | - John Connolly
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Department of Pediatrics, Philadelphia, Pennsylvania 19104
| | - Patrick Sleiman
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Department of Pediatrics, Philadelphia, Pennsylvania 19104
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania 19104
| | - Tesfaye B. Mersha
- Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, Ohio 45229
- Division of Asthma Research, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
| | - Frank D Mentch
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Department of Pediatrics, Philadelphia, Pennsylvania 19104
| | - Hakon Hakonarson
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Department of Pediatrics, Philadelphia, Pennsylvania 19104
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania 19104
| | - Cynthia A. Prows
- Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, Ohio 45229
- Division of Human Genetics, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
- Department of Patient Services, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
| | - Jocelyn M. Biagini
- Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, Ohio 45229
- Division of Asthma Research, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
| | - Gurjit K. Khurana Hershey
- Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, Ohio 45229
- Division of Asthma Research, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
- Division of Allergy & Immunology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
| | - Lisa J. Martin
- Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, Ohio 45229
- Division of Human Genetics, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
| | - Leah Kottyan
- Center for Autoimmune Genomics and Etiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
- Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, Ohio 45229
- Division of Allergy & Immunology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio 45229
| | - The eMERGE Network
- National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland 20892
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15
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Nazario S, González-Sepúlveda L, Telón-Sosa B, Suárez-Pérez EL. Inequalities in asthma mortality by ethnicity and race in the United States and Puerto Rico. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. IN PRACTICE 2022; 10:2178-2180. [PMID: 35662525 PMCID: PMC10329183 DOI: 10.1016/j.jaip.2022.04.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 04/08/2022] [Accepted: 04/12/2022] [Indexed: 11/16/2022]
Affiliation(s)
- Sylvette Nazario
- Allergy-Immunology Section, Internal Medicine Department, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico.
| | - Lorena González-Sepúlveda
- Hispanic Alliance for Clinical & Translational Research, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
| | - Bonnie Telón-Sosa
- Allergy-Immunology Section, Internal Medicine Department, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
| | - Erick L Suárez-Pérez
- Department of Biostatistics and Epidemiology, Graduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico
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16
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Witonsky J, Elhawary JR, Eng C, Rodríguez-Santana JR, Borrell LN, Burchard EG. Race- and Ethnicity-Based Spirometry Reference Equations: Are They Accurate for Genetically Admixed Children? Chest 2022; 162:184-195. [PMID: 35033507 DOI: 10.1016/j.chest.2021.12.664] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 12/10/2021] [Accepted: 12/13/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Variation in genetic ancestry among genetically admixed racial and ethnic groups may influence the fit of guideline-recommended spirometry reference equations, which rely on self-identified race and ethnicity. RESEARCH QUESTION What is the influence of genetic ancestry on the fit of race- and ethnicity-based spirometry reference equations in populations of genetically admixed children? STUDY DESIGN AND METHODS Cross-sectional fit of guideline-recommended race- and ethnicity-based spirometry reference equations was evaluated in healthy control participants from case-control studies of asthma. Anthropometry, blood samples, and spirometric measurements were obtained for 599 genetically admixed children 8 to 21 years of age. Genetic ancestry was estimated using genome-wide genotype data. Equation fit, measured as a mean z score, was assessed in self-identified African American (n = 275) and Puerto Rican (n = 324) children as well as genetic ancestry-defined strata of each population. RESULTS For African American children, African American-derived equations fit for predicting FEV1 and FVC in those with an African ancestry more than the median (81.4%-100.0%), whereas composite equations for "other/mixed" populations fit for predicting FEV1 and FVC in those with African ancestry at or less than the median (30.7%-81.3%). For Puerto Rican children with African ancestry at or less than the median (6.4%-21.3%), White-derived equations fit both FEV1 and FVC, whereas for those with African ancestry more than the median (21.4%-87.5%), White-derived equations fit the FEV1 and the composite equations fit the FVC. INTERPRETATION Guideline-recommended spirometry reference equations yielded biased estimates of lung function in genetically admixed children with high variation of African ancestry. Spirometry could benefit from reference equations that incorporate genetic ancestry, either for more precise application of the current equations or the derivation and use of new equations.
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Affiliation(s)
- Jonathan Witonsky
- Department of Pediatrics, University of California, San Francisco, San Francisco, CA.
| | - Jennifer R Elhawary
- Department of Medicine, University of California, San Francisco, San Francisco, CA
| | - Celeste Eng
- Department of Medicine, University of California, San Francisco, San Francisco, CA
| | | | - Luisa N Borrell
- Department of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, City University of New York, New York, NY
| | - Esteban G Burchard
- Department of Medicine and Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA
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17
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The Challenges of Using Race- and Ethnicity-Based Spirometry Reference Equations in Genetically Admixed Populations. Chest 2022; 162:11-13. [DOI: 10.1016/j.chest.2022.01.044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 01/26/2022] [Indexed: 11/21/2022] Open
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18
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Witonsky J, Elhawary JR, Eng C, Rodríguez-Santana JR, Borrell LN, Burchard EG. Genetic Ancestry to Improve Precision of Race/Ethnicity-based Lung Function Equations in Children. Am J Respir Crit Care Med 2022; 205:725-727. [PMID: 35085059 DOI: 10.1164/rccm.202109-2088le] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
| | | | - Celeste Eng
- University of California San Francisco San Francisco, California
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19
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Herrera-Luis E, Li A, Mak ACY, Perez-Garcia J, Elhawary JR, Oh SS, Hu D, Eng C, Keys KL, Huntsman S, Beckman KB, Borrell LN, Rodriguez-Santana J, Burchard EG, Pino-Yanes M. Epigenome-wide association study of lung function in Latino children and youth with asthma. Clin Epigenetics 2022; 14:9. [PMID: 35033200 PMCID: PMC8760660 DOI: 10.1186/s13148-022-01227-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 01/03/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Introduction
DNA methylation studies have associated methylation levels at different CpG sites or genomic regions with lung function. Moreover, genetic ancestry has been associated with lung function in Latinos. However, no epigenome-wide association study (EWAS) of lung function has been performed in this population. Here, we aimed to identify DNA methylation patterns associated with lung function in pediatric asthma among Latinos.
Results
We conducted an EWAS in whole blood from 250 Puerto Rican and 148 Mexican American children and young adults with asthma. A total of five CpGs exceeded the genome-wide significance threshold of p = 1.17 × 10−7 in the combined analyses from Puerto Ricans and Mexican Americans: cg06035600 (MAP3K6, p = 6.13 × 10−8) showed significant association with pre-bronchodilator Tiffeneau–Pinelli index, the probes cg00914963 (TBC1D16, p = 1.04 × 10−7), cg16405908 (MRGPRE, p = 2.05 × 10−8), and cg07428101 (MUC2, p = 5.02 × 10−9) were associated with post-bronchodilator forced vital capacity (FVC), and cg20515679 (KCNJ6) with post-bronchodilator Tiffeneau–Pinelli index (p = 1.13 × 10−8). However, these markers did not show significant associations in publicly available data from Europeans (p > 0.05). A methylation quantitative trait loci analysis revealed that methylation levels at these CpG sites were regulated by genetic variation in Latinos and the Biobank-based Integrative Omics Studies (BIOS) consortium. Additionally, two differentially methylated regions in REXOC and AURKC were associated with pre-bronchodilator Tiffeneau–Pinelli index (adjusted p < 0.05) in Puerto Ricans and Mexican Americans. Moreover, we replicated some of the previous differentially methylated signals associated with lung function in non-Latino populations.
Conclusions
We replicated previous associations of epigenetic markers with lung function in whole blood and identified novel population-specific associations shared among Latino subgroups.
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20
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Multiomics Analysis Identifies BIRC3 as a Novel Glucocorticoid Response-Associated Gene. J Allergy Clin Immunol 2021; 149:1981-1991. [PMID: 34971648 DOI: 10.1016/j.jaci.2021.11.025] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 11/08/2021] [Accepted: 11/16/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Inhaled corticosteroid (ICS) response among patients with asthma is influenced by genetics, but biologically actionable insights based on associations have not been found. Various glucocorticoid response omics datasets are available to interrogate their biological effects. OBJECTIVE We sought to identify functionally relevant ICS response genetic associations by integrating complementary multiomics datasets. METHODS Variants with p-values<10-4 from a previous ICS response genome-wide association study were re-ranked based on integrative scores determined from: i) glucocorticoid receptor (GR)- and ii) RNA polymerase II (RNAP II)-binding regions inferred from ChIP-Seq data for three airway cell types, iii) glucocorticoid response element (GRE) motifs, iv) differentially expressed genes in response to glucocorticoid exposure according to 20 transcriptomic datasets, and v) expression quantitative trait loci (eQTLs) from GTEx. Candidate variants were tested for association with ICS response and asthma in six independent studies. RESULTS Four variants had significant (q-value<0.05) multiomics integrative scores. These variants were in a locus consisting of 52 variants in high LD (r2≥0.8) near GR-binding sites by the gene BIRC3. Variants were also BIRC3 eQTLs in lung, and two were within/near putative GRE motifs. BIRC3 had increased RNAP II occupancy and gene expression with glucocorticoid exposure in two ChIP-Seq and 13 transcriptomic datasets. Some BIRC3 variants in the 52-variant locus were associated (p-value<0.05) with ICS response in three independent studies and others with asthma in one study. CONCLUSION BIRC3 should be prioritized for further functional studies of ICS response. CLINICAL IMPLICATION Genetic variation near BIRC3 may influence ICS response in people with asthma.
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21
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Akenroye AT, Brunetti T, Romero K, Daya M, Kanchan K, Shankar G, Chavan S, Preethi Boorgula M, Ampleford EA, Fonseca HF, Hawkins GA, Pitangueira Teixeira HM, Campbell M, Rafaels N, Winters A, Bleecker ER, Cruz AA, Barreto ML, Meyers DA, Ortega VE, Figueiredo CA, Barnes KC, Checkley W, Hansel NN, Mathias RA. Genome-wide association study of asthma, total IgE, and lung function in a cohort of Peruvian children. J Allergy Clin Immunol 2021; 148:1493-1504. [PMID: 33713768 PMCID: PMC8429514 DOI: 10.1016/j.jaci.2021.02.035] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 02/20/2021] [Accepted: 02/24/2021] [Indexed: 12/25/2022]
Abstract
BACKGROUND Genetic ancestry plays a role in asthma health disparities. OBJECTIVE Our aim was to evaluate the impact of ancestry on and identify genetic variants associated with asthma, total serum IgE level, and lung function. METHODS A total of 436 Peruvian children (aged 9-19 years) with asthma and 291 without asthma were genotyped by using the Illumina Multi-Ethnic Global Array. Genome-wide proportions of indigenous ancestry populations from continental America (NAT) and European ancestry from the Iberian populations in Spain (IBS) were estimated by using ADMIXTURE. We assessed the relationship between ancestry and the phenotypes and performed a genome-wide association study. RESULTS The mean ancestry proportions were 84.7% NAT (case patients, 84.2%; controls, 85.4%) and 15.3% IBS (15.8%; 14.6%). With adjustment for asthma, NAT was associated with higher total serum IgE levels (P < .001) and IBS was associated with lower total serum IgE levels (P < .001). NAT was associated with higher FEV1 percent predicted values (P < .001), whereas IBS was associated with lower FEV1 values in the controls but not in the case patients. The HLA-DR/DQ region on chromosome 6 (Chr6) was strongly associated with total serum IgE (rs3135348; P = 3.438 × 10-10) and was independent of an association with the haplotype HLA-DQA1∼HLA-DQB1:04.01∼04.02 (P = 1.55 × 10-05). For lung function, we identified a locus (rs4410198; P = 5.536 × 10-11) mapping to Chr19, near a cluster of zinc finger interacting genes that colocalizes to the long noncoding RNA CTD-2537I9.5. This novel locus was replicated in an independent sample of pediatric case patients with asthma with similar admixture from Brazil (P = .005). CONCLUSION This study confirms the role of HLA in atopy, and identifies a novel locus mapping to a long noncoding RNA for lung function that may be specific to children with NAT.
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Affiliation(s)
- Ayobami T Akenroye
- Division of Pediatric Allergy and Immunology, Johns Hopkins University School of Medicine, Baltimore, Md
| | - Tonya Brunetti
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - Karina Romero
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Md; A.B. PRISMA, Lima, Peru
| | - Michelle Daya
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - Kanika Kanchan
- Division of Allergy and Clinical Immunology, Johns Hopkins University School of Medicine, Baltimore, Md
| | - Gautam Shankar
- Division of Allergy and Clinical Immunology, Johns Hopkins University School of Medicine, Baltimore, Md
| | - Sameer Chavan
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - Meher Preethi Boorgula
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - Elizabeth A Ampleford
- Department of Internal Medicine, Center for Precision Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | | | - Gregory A Hawkins
- Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC
| | | | - Monica Campbell
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - Nicholas Rafaels
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - Alexandra Winters
- Division of Allergy and Clinical Immunology, Johns Hopkins University School of Medicine, Baltimore, Md
| | | | | | - Mauricio L Barreto
- Centro de Integração de Dados e Conhecimento para Saúde, Fiocruz, Salvador, Brazil
| | | | - Victor E Ortega
- Department of Internal Medicine, Center for Precision Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Camila A Figueiredo
- Instituto de Ciências da Saúde, Universidade Federal da Bahia (UFBA), Salvador, Brazil
| | - Kathleen C Barnes
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - William Checkley
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Md; Department of International Health, Program in Global Disease Epidemiology and Control, Johns Hopkins Bloomberg School of Public Health, Baltimore, Md
| | - Nadia N Hansel
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Md.
| | - Rasika A Mathias
- Division of Allergy and Clinical Immunology, Johns Hopkins University School of Medicine, Baltimore, Md.
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22
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Espuela-Ortiz A, Herrera-Luis E, Lorenzo-Díaz F, Hu D, Eng C, Villar J, Rodriguez-Santana JR, Burchard EG, Pino-Yanes M. Role of Sex on the Genetic Susceptibility to Childhood Asthma in Latinos and African Americans. J Pers Med 2021; 11:1140. [PMID: 34834492 PMCID: PMC8625344 DOI: 10.3390/jpm11111140] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 10/28/2021] [Accepted: 10/30/2021] [Indexed: 01/08/2023] Open
Abstract
Asthma is a respiratory disease whose prevalence changes throughout the lifespan and differs by sex, being more prevalent in males during childhood and in females after puberty. In this study, we assessed the influence of sex on the genetic susceptibility to childhood asthma in admixed populations. Sex-interaction and sex-stratified genome-wide association studies (GWAS) were performed in 4291 Latinos and 1730 African Americans separately, and results were meta-analyzed. Genome-wide (p ≤ 9.35 × 10-8) and suggestive (p ≤ 1.87 × 10-6) population-specific significance thresholds were calculated based on 1000 Genomes Project data. Additionally, protein quantitative trait locus (pQTL) information was gathered for the suggestively associated variants, and enrichment analyses of the proteins identified were carried out. Four independent loci showed interaction with sex at a suggestive level. The stratified GWAS highlighted the 17q12-21 asthma locus as a contributor to asthma susceptibility in both sexes but reached genome-wide significance only in females (p-females < 9.2 × 10-8; p-males < 1.25 × 10-2). Conversely, genetic variants upstream of ligand-dependent nuclear receptor corepressor-like gene (LCORL), previously involved in height determination and spermatogenesis, were associated with asthma only in males (minimum p = 5.31 × 10-8 for rs4593128). Enrichment analyses revealed an overrepresentation of processes related to the immune system and highlighted differences between sexes. In conclusion, we identified sex-specific polymorphisms that could contribute to the differences in the prevalence of childhood asthma between males and females.
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Grants
- SAF2017-83417R European Regional Development Fund from the European Union
- P60MD006902, R01MD010443, and R56MD013312 NIMHD NIH HHS
- SAF2017-83417R State Research Agency
- M-ULL MICIU/ULL
- Amos Medical Faculty Development Program Robert Wood Johnson Foundation
- R01ES015794 NIEHS NIH HHS
- R21ES24844 NIEHS NIH HHS
- R01HL128439, R01HL135156, R01HL141992, and R01HL141845 National Heart Lung and Blood Institute
- RL5 GM118984 NIGMS NIH HHS
- RYC-2015-17205 Spanish Ministry of Science, Innovation, and Universities
- American Asthma Foundation
- R01HL117004 and X01HL134589 National Heart Lung and Blood Institute
- SAF2017-83417R Spanish Ministry of Science, Innovation, and Universities
- Distinguished Professorship in Pharmaceutical Sciences II Harry Wm. and Diana V. Hind
- U01HG009080 NHGRI NIH HHS
- 24RT-0025 and 27IR-0030 Tobacco-Related Disease Research Program
- PRE2018-083837 Spanish Ministry of Science, Innovation, and Universities
- UL1 TR001872 NCATS NIH HHS
- RL5GM118984 NIGMS NIH HHS
- Sandler Foundation
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Affiliation(s)
- Antonio Espuela-Ortiz
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, 38200 San Cristóbal de La Laguna, Spain; (A.E.-O.); (E.H.-L.); (F.L.-D.)
| | - Esther Herrera-Luis
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, 38200 San Cristóbal de La Laguna, Spain; (A.E.-O.); (E.H.-L.); (F.L.-D.)
| | - Fabián Lorenzo-Díaz
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, 38200 San Cristóbal de La Laguna, Spain; (A.E.-O.); (E.H.-L.); (F.L.-D.)
- Instituto Universitario de Enfermedades Tropicales y Salud Pública de Canarias (IUETSPC), Universidad de La Laguna, 38200 San Cristóbal de La Laguna, Spain
| | - Donglei Hu
- Department of Medicine, University of California San Francisco, San Francisco, CA 94158, USA; (D.H.); (C.E.); (E.G.B.)
| | - Celeste Eng
- Department of Medicine, University of California San Francisco, San Francisco, CA 94158, USA; (D.H.); (C.E.); (E.G.B.)
| | - Jesús Villar
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, 28029 Madrid, Spain;
- Multidisciplinary Organ Dysfunction Evaluation Research Network (MODERN), Research Unit, Hospital Universitario Dr. Negrín, 35019 Las Palmas de Gran Canaria, Spain
| | | | - Esteban G. Burchard
- Department of Medicine, University of California San Francisco, San Francisco, CA 94158, USA; (D.H.); (C.E.); (E.G.B.)
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158, USA
| | - María Pino-Yanes
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, 38200 San Cristóbal de La Laguna, Spain; (A.E.-O.); (E.H.-L.); (F.L.-D.)
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, 28029 Madrid, Spain;
- Instituto de Tecnologías Biomédicas (ITB), Universidad de La Laguna, 38200 San Cristóbal de La Laguna, Spain
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23
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Koenigstein F, Boekstegers F, Wilson JF, Fuentes-Guajardo M, Gonzalez-Jose R, Bedoya G, Bortolini MC, Acuña-Alonzo V, Gallo C, Linares AR, Rothhammer F, Bermejo JL. Inbreeding, native American ancestry and child mortality: Linking human selection and paediatric medicine. Hum Mol Genet 2021; 31:975-984. [PMID: 34673976 PMCID: PMC8947305 DOI: 10.1093/hmg/ddab302] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 10/07/2021] [Accepted: 10/13/2021] [Indexed: 11/13/2022] Open
Abstract
The children of related parents show increased risk of early mortality. The Native American genome typically exhibits long stretches of homozygosity, and Latin Americans are highly heterogeneous regarding the individual burden of homozygosity, the proportion, and the type of Native American ancestry. We analysed nationwide mortality and genome-wide genotype data from admixed Chileans to investigate the relationship between common causes of child mortality, homozygosity and Native American ancestry. Results from two-stage linear-Poisson regression revealed a strong association between the sum length of runs of homozygosity (SROH) above 1.5 Megabases (Mb) in each genome and mortality due to intracranial non-traumatic haemorrhage of foetus and new-born (5% increased risk of death per Mb in SROH, P = 1 × 10-3) and disorders related to short gestation and low birth weight (P = 3 × 10-4). The major indigenous populations in Chile are Aymara-Quechua in the north of the country, and the Mapuche-Huilliche in the south. The individual proportion of Aymara-Quechua ancestry was associated with an increased risk of death due to anencephaly and similar malformations (P = 4 × 10-5), and the risk of death due to Edwards and Patau trisomy syndromes decreased 4% per 1% Aymara-Quechua ancestry proportion (P = 4 × 10-4) and 5% per 1% Mapuche-Huilliche ancestry proportion (P = 2 × 10-3). The present results suggest that short gestation, low birth weight and intracranial non-traumatic haemorrhage mediate the negative effect of inbreeding on human selection. Independent validation of the identified associations between common causes of child death, homozygosity and fine-scale ancestry proportions may inform paediatric medicine.
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Affiliation(s)
- Fabienne Koenigstein
- Statistical Genetics Research Group, Institute of Medical Biometry, Heidelberg University, Heidelberg, Germany
| | - Felix Boekstegers
- Statistical Genetics Research Group, Institute of Medical Biometry, Heidelberg University, Heidelberg, Germany
| | - James F Wilson
- Centre for Global Health Research, Usher Institute, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, Scotland.,MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, Scotland
| | - Macarena Fuentes-Guajardo
- Departamento de Tecnología Médica, Facultad de Ciencias de la Salud, Tarapacá University, Arica, Chile
| | - Rolando Gonzalez-Jose
- Instituto Patagónico de Ciencias Sociales y Humanas, Centro Nacional Patagónico, CONICET, Puerto Madryn, Argentina
| | - Gabriel Bedoya
- Instituto de Biología, Grupo Genmol, Universidad de Antioquía, Medellín, Colombia
| | - Maria Cátira Bortolini
- Instituto de Biociências, Universidad Federal do Rio Grande do Sul, Puerto Alegre, Brazil
| | | | - Carla Gallo
- Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía, Universidad Peruana Cayetano Heredia, Lima, Perú
| | - Andres Ruiz Linares
- Ministry of Education Key Laboratory of Contemporary Anthropology and Collaborative Innovation Center of Genetics and Development, School of Life Sciences and Human Phenome Institute, Fudan University, Shanghai, China.,Aix-Marseille Université, CNRS, EFS, ADES, Marseille, France.,Department of Genetics, Evolution and Environment, and UCL Genetics Institute, University College London, London, UK
| | | | - Justo Lorenzo Bermejo
- Statistical Genetics Research Group, Institute of Medical Biometry, Heidelberg University, Heidelberg, Germany
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24
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Karimi L, Vijverberg SJ, Engelkes M, Hernandez-Pacheco N, Farzan N, Soares P, Pino-Yanes M, Jorgensen AL, Eng C, Mukhopadhyay S, Schieck M, Kabesch M, Burchard EG, Chew FT, Sio YY, Potočnik U, Gorenjak M, Hawcutt DB, Palmer CN, Turner S, Janssens HM, Maitland-van der Zee AH, Verhamme KM. ADRB2 haplotypes and asthma exacerbations in children and young adults: An individual participant data meta-analysis. Clin Exp Allergy 2021; 51:1157-1171. [PMID: 34128573 PMCID: PMC8503671 DOI: 10.1111/cea.13965] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 05/25/2021] [Accepted: 05/28/2021] [Indexed: 12/23/2022]
Abstract
BACKGROUND The polymorphism Arg16 in β2 -adrenergic receptor (ADRB2) gene has been associated with an increased risk of exacerbations in asthmatic children treated with long-acting β2 -agonists (LABA). However, it remains unclear whether this increased risk is mainly attributed to this single variant or the combined effect of the haplotypes of polymorphisms at codons 16 and 27. OBJECTIVE We assessed whether the haplotype analysis could explain the association between the polymorphisms at codons 16 (Arg16Gly) and 27 (Gln27Glu) in ADRB2 and risk of asthma exacerbations in patients treated with inhaled corticosteroids (ICS) plus LABA. METHODS The study was undertaken using data from 10 independent studies (n = 5903) participating in the multi-ethnic Pharmacogenomics in Childhood Asthma (PiCA) consortium. Asthma exacerbations were defined as asthma-related use of oral corticosteroids or hospitalizations/emergency department visits in the past 6 or 12 months prior to the study visit/enrolment. The association between the haplotypes and the risk of asthma exacerbations was performed per study using haplo.stats package adjusted for age and sex. Results were meta-analysed using the inverse variance weighting method assuming random-effects. RESULTS In subjects treated with ICS and LABA (n = 832, age: 3-21 years), Arg16/Gln27 versus Gly16/Glu27 (OR: 1.40, 95% CI: 1.05-1.87, I2 = 0.0%) and Arg16/Gln27 versus Gly16/Gln27 (OR: 1.43, 95% CI: 1.05-1.94, I2 = 0.0%), but not Gly16/Gln27 versus Gly16/Glu27 (OR: 0.99, 95% CI: 0.71-1.39, I2 = 0.0%), were significantly associated with an increased risk of asthma exacerbations. The sensitivity analyses indicated no significant association between the ADRB2 haplotypes and asthma exacerbations in the other treatment categories, namely as-required short-acting β2 -agonists (n = 973), ICS monotherapy (n = 2623), ICS plus leukotriene receptor antagonists (LTRA; n = 338), or ICS plus LABA plus LTRA (n = 686). CONCLUSION AND CLINICAL RELEVANCE The ADRB2 Arg16 haplotype, presumably mainly driven by the Arg16, increased the risk of asthma exacerbations in patients treated with ICS plus LABA. This finding could be beneficial in ADRB2 genotype-guided treatment which might improve clinical outcomes in asthmatic patients.
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Affiliation(s)
- Leila Karimi
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Susanne J. Vijverberg
- Department of Respiratory Medicine, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands
- Department of Pediatric Respiratory Medicine and Allergy, Emma Children’s Hospital, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Faculty of Science, Utrecht University, Utrecht, the Netherlands
| | - Marjolein Engelkes
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Natalia Hernandez-Pacheco
- Research Unit, Hospital Universitario N.S. de Candelaria, Universidad de La Laguna, Santa Cruz de Tenerife, Spain
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain
| | - Niloufar Farzan
- Department of Respiratory Medicine, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Faculty of Science, Utrecht University, Utrecht, the Netherlands
| | - Patricia Soares
- Academic department of Pediatrics, Brighton & Sussex Medical School, Royal Alexandra Children’s Hospital, Brighton, United Kingdom
| | - Maria Pino-Yanes
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain
- Instituto de Tecnologías Biomédicas (ITB), Universidad de La Laguna, Santa Cruz de Tenerife, Spain
| | - Andrea L. Jorgensen
- Department of Biostatistics, Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Celeste Eng
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States
| | - Somnath Mukhopadhyay
- Academic department of Pediatrics, Brighton & Sussex Medical School, Royal Alexandra Children’s Hospital, Brighton, United Kingdom
| | - Maximilian Schieck
- Department of Pediatric Pneumology and Allergy, University Children’s Hospital Regensburg (KUNO), Regensburg, Germany
- Department of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Michael Kabesch
- Department of Pediatric Pneumology and Allergy, University Children’s Hospital Regensburg (KUNO), Regensburg, Germany
| | - Esteban G. Burchard
- Department of Medicine, University of California, San Francisco, San Francisco, California, United States
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California, United States
| | - Fook Tim Chew
- Department of Biological Science, National University of Singapore, Singapore
| | - Yang Yie Sio
- Department of Biological Science, National University of Singapore, Singapore
| | - Uroš Potočnik
- Center for Human Molecular Genetics and Pharmacogenomics, Faculty of Medicine, University of Maribor, Maribor, Slovenia
- Laboratory for Biochemistry, Molecular Biology and Genomics, Faculty of Chemistry and Chemical Engineering, University of Maribor, Maribor, Slovenia
| | - Mario Gorenjak
- Center for Human Molecular Genetics and Pharmacogenomics, Faculty of Medicine, University of Maribor, Maribor, Slovenia
| | - Daniel B. Hawcutt
- University of Liverpool and Alder Hey Children’s Hospital, members of Liverpool Health Partners, Liverpool, UK
- NIHR Alder Hey Clinical Research Facility, Alder Hey Children’s Hospital, Liverpool, UK
| | - Colin N. Palmer
- Division of Cardiovascular and Diabetes Medicine, University of Dundee, Ninewells Hospital and Medical School, Dundee, United Kingdom
| | - Steve Turner
- Child Health, University of Aberdeen, Aberdeen, United Kingdom
| | - Hettie M. Janssens
- Department of Pediatrics/division Respiratory Medicine and Allergology Erasmus MC/Sophia Children’s Hospital, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Anke H. Maitland-van der Zee
- Department of Respiratory Medicine, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands
- Department of Pediatric Respiratory Medicine and Allergy, Emma Children’s Hospital, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Faculty of Science, Utrecht University, Utrecht, the Netherlands
| | - Katia M.C. Verhamme
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, the Netherlands
- Department of Bioanalysis, Ghent University, Ghent, Belgium
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25
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Bhakta NR, Kaminsky DA, Bime C, Thakur N, Hall GL, McCormack MC, Stanojevic S. Addressing Race in Pulmonary Function Testing by Aligning Intent and Evidence With Practice and Perception. Chest 2021; 161:288-297. [PMID: 34437887 PMCID: PMC8783030 DOI: 10.1016/j.chest.2021.08.053] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 07/29/2021] [Accepted: 08/17/2021] [Indexed: 10/27/2022] Open
Abstract
The practice of using race or ethnicity in medicine to explain differences between individuals is being called into question because it may contribute to biased medical care and research that perpetuates health disparities and structural racism. A commonly cited example is the use of race or ethnicity in the interpretation of pulmonary function test (PFT) results, yet the perspectives of practicing pulmonologists and physiologists are missing from this discussion. This discussion has global relevance for increasingly multicultural communities in which the range of values that represent normal lung function is uncertain. We review the underlying sources of differences in lung function, including those that may be captured by race or ethnicity, and demonstrate how the current practice of PFT measurement and interpretation is imperfect in its ability to describe accurately the relationship between function and health outcomes. We summarize the arguments against using race-specific equations as well as address concerns about removing race from the interpretation of PFT results. Further, we outline knowledge gaps and critical questions that need to be answered to change the current approach of including race or ethnicity in PFT results interpretation thoughtfully. Finally, we propose changes in interpretation strategies and future research to reduce health disparities.
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Affiliation(s)
- Nirav R Bhakta
- University of California, San Francisco, San Francisco, CA.
| | | | - Christian Bime
- College of Medicine, The University of Arizona Health Science, Tucson, AZ
| | - Neeta Thakur
- University of California, San Francisco, San Francisco, CA; Zuckerberg San Francisco General Hospital, San Francisco, CA
| | - Graham L Hall
- Children's Lung Health, Wal-yan Respiratory Research Centre, Telethon Kids Institute and School of Allied Health, Curtin University, Perth, WA, Australia
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26
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Slob EMA, Richards LB, Vijverberg SJH, Longo C, Koppelman GH, Pijnenburg MWH, Bel EHD, Neerincx AH, Herrera Luis E, Perez-Garcia J, Tim Chew F, Yie Sio Y, Andiappan AK, Turner SW, Mukhopadhyay S, Palmer CNA, Hawcutt D, Jorgensen AL, Burchard EG, Hernandez-Pacheco N, Pino-Yanes M, Maitland-van der Zee AH. Genome-wide association studies of exacerbations in children using long-acting beta2-agonists. Pediatr Allergy Immunol 2021; 32:1197-1207. [PMID: 33706416 PMCID: PMC8328929 DOI: 10.1111/pai.13494] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 03/01/2021] [Accepted: 03/03/2021] [Indexed: 12/30/2022]
Abstract
BACKGROUND Some children with asthma experience exacerbations despite long-acting beta2-agonist (LABA) treatment. While this variability is partly caused by genetic variation, no genome-wide study until now has investigated which genetic factors associated with risk of exacerbations despite LABA use in children with asthma. We aimed to assess whether genetic variation was associated with exacerbations in children treated with LABA from a global consortium. METHODS A meta-analysis of genome-wide association studies (meta-GWAS) was performed in 1,425 children and young adults with asthma (age 6-21 years) with reported regular use of LABA from six studies within the PiCA consortium using a random effects model. The primary outcome of each study was defined as any exacerbation within the past 6 or 12 months, including at least one of the following: 1) hospital admissions for asthma, 2) a course of oral corticosteroids or 3) emergency room visits because of asthma. RESULTS Genome-wide association results for a total of 82 996 common single nucleotide polymorphisms (SNPs, MAF ≥1%) with high imputation quality were meta-analysed. Eight independent variants were suggestively (P-value threshold ≤5 × 10-6 ) associated with exacerbations despite LABA use. CONCLUSION No strong effects of single nucleotide polymorphisms (SNPs) on exacerbations during LABA use were identified. We identified two loci (TBX3 and EPHA7) that were previously implicated in the response to short-acting beta2-agonists (SABA). These loci merit further investigation in response to LABA and SABA use.
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Affiliation(s)
- Elise M A Slob
- Department of Respiratory Disease, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.,Pediatric Respiratory Medicine, Emma Children's Hospital, Amsterdam UMC, Amsterdam, The Netherlands
| | - Levi B Richards
- Department of Respiratory Disease, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Susanne J H Vijverberg
- Department of Respiratory Disease, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.,Pediatric Respiratory Medicine, Emma Children's Hospital, Amsterdam UMC, Amsterdam, The Netherlands.,Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht University, Utrecht, Netherlands
| | - Cristina Longo
- Department of Respiratory Disease, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Gerard H Koppelman
- Department of Paediatric, Pulmonology & Paediatric Allergology, University Medical Center Groningen, Beatrix Children's Hospital, University of Groningen, Groningen, The Netherlands.,University Medical Center Groningen, Groningen Research Institute for Asthma & COPD (GRIAC), University of Groningen, Groningen, The Netherlands
| | - Mariëlle W H Pijnenburg
- Division of Respiratory Medicine and Allergology, Department of Paediatrics, Erasmus MC - Sophia, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Elisabeth H D Bel
- Department of Respiratory Disease, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Anne H Neerincx
- Department of Respiratory Disease, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Esther Herrera Luis
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, Santa Cruz de Tenerife, Spain
| | - Javier Perez-Garcia
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, Santa Cruz de Tenerife, Spain
| | - Fook Tim Chew
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Yang Yie Sio
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Anand K Andiappan
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.,Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Steve W Turner
- Department of Child Health, University of Aberdeen, Aberdeen, UK
| | - Somnath Mukhopadhyay
- Academic Department of Paediatrics, Royal Alexandra Children's Hospital, Brighton and Sussex Medical School, Brighton, UK.,Population Pharmacogenetics Group, Biomedical Research Institute, Ninewells Hospital and Medical School, University of Dundee, Dundee, UK
| | - Colin N A Palmer
- Population Pharmacogenetics Group, Biomedical Research Institute, Ninewells Hospital and Medical School, University of Dundee, Dundee, UK
| | - Daniel Hawcutt
- Department of Women's and Children's Health, University of Liverpool, Liverpool, UK.,NIHR Alder Hey Clinical Research Facility, Alder Hey Children's Hospital, Liverpool, UK
| | - Andrea L Jorgensen
- Department of Health Data Science, University of Liverpool, Liverpool, UK
| | - Esteban G Burchard
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA.,Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA
| | - Natalia Hernandez-Pacheco
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, Santa Cruz de Tenerife, Spain
| | - Maria Pino-Yanes
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, Santa Cruz de Tenerife, Spain.,Research Unit, Hospital Universitario N.S. de Candelaria, Universidad de La Laguna, Santa Cruz de Tenerife, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain.,Instituto de Tecnologías Biomédicas (ITB), Universidad de La Laguna, Santa Cruz de Tenerife, Spain
| | - Anke H Maitland-van der Zee
- Department of Respiratory Disease, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.,Pediatric Respiratory Medicine, Emma Children's Hospital, Amsterdam UMC, Amsterdam, The Netherlands.,Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht University, Utrecht, Netherlands
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27
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Lin M, Park DS, Zaitlen NA, Henn BM, Gignoux CR. Admixed Populations Improve Power for Variant Discovery and Portability in Genome-Wide Association Studies. Front Genet 2021; 12:673167. [PMID: 34108994 PMCID: PMC8181458 DOI: 10.3389/fgene.2021.673167] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 04/27/2021] [Indexed: 11/13/2022] Open
Abstract
Genome-wide association studies (GWAS) are primarily conducted in single-ancestry settings. The low transferability of results has limited our understanding of human genetic architecture across a range of complex traits. In contrast to homogeneous populations, admixed populations provide an opportunity to capture genetic architecture contributed from multiple source populations and thus improve statistical power. Here, we provide a mechanistic simulation framework to investigate the statistical power and transferability of GWAS under directional polygenic selection or varying divergence. We focus on a two-way admixed population and show that GWAS in admixed populations can be enriched for power in discovery by up to 2-fold compared to the ancestral populations under similar sample size. Moreover, higher accuracy of cross-population polygenic score estimates is also observed if variants and weights are trained in the admixed group rather than in the ancestral groups. Common variant associations are also more likely to replicate if first discovered in the admixed group and then transferred to an ancestral population, than the other way around (across 50 iterations with 1,000 causal SNPs, training on 10,000 individuals, testing on 1,000 in each population, p = 3.78e-6, 6.19e-101, ∼0 for FST = 0.2, 0.5, 0.8, respectively). While some of these FST values may appear extreme, we demonstrate that they are found across the entire phenome in the GWAS catalog. This framework demonstrates that investigation of admixed populations harbors significant advantages over GWAS in single-ancestry cohorts for uncovering the genetic architecture of traits and will improve downstream applications such as personalized medicine across diverse populations.
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Affiliation(s)
- Meng Lin
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Danny S Park
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, San Francisco, CA, United States
| | - Noah A Zaitlen
- Department of Neurology and Computational Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Brenna M Henn
- Department of Anthropology, Center for Population Biology and the Genome Center, University of California, Davis, Davis, CA, United States
| | - Christopher R Gignoux
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
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28
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Barahona Ponce C, Scherer D, Brinster R, Boekstegers F, Marcelain K, Gárate-Calderón V, Müller B, de Toro G, Retamales J, Barajas O, Ahumada M, Morales E, Rojas A, Sanhueza V, Loader D, Rivera MT, Gutiérrez L, Bernal G, Ortega A, Montalvo D, Portiño S, Bertrán ME, Gabler F, Spencer L, Olloquequi J, Fischer C, Jenab M, Aleksandrova K, Katzke V, Weiderpass E, Bonet C, Moradi T, Fischer K, Bossers W, Brenner H, Hveem K, Eklund N, Völker U, Waldenberger M, Fuentes Guajardo M, Gonzalez-Jose R, Bedoya G, Bortolini MC, Canizales-Quinteros S, Gallo C, Ruiz-Linares A, Rothhammer F, Lorenzo Bermejo J. Gallstones, Body Mass Index, C-Reactive Protein, and Gallbladder Cancer: Mendelian Randomization Analysis of Chilean and European Genotype Data. Hepatology 2021; 73:1783-1796. [PMID: 32893372 DOI: 10.1002/hep.31537] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Revised: 07/10/2020] [Accepted: 07/31/2020] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND AIMS Gallbladder cancer (GBC) is a neglected disease with substantial geographical variability: Chile shows the highest incidence worldwide, while GBC is relatively rare in Europe. Here, we investigate the causal effects of risk factors considered in current GBC prevention programs as well as C-reactive protein (CRP) level as a marker of chronic inflammation. APPROACH AND RESULTS We applied two-sample Mendelian randomization (MR) using publicly available data and our own data from a retrospective Chilean and a prospective European study. Causality was assessed by inverse variance weighted (IVW), MR-Egger regression, and weighted median estimates complemented with sensitivity analyses on potential heterogeneity and pleiotropy, two-step MR, and mediation analysis. We found evidence for a causal effect of gallstone disease on GBC risk in Chileans (P = 9 × 10-5 ) and Europeans (P = 9 × 10-5 ). A genetically elevated body mass index (BMI) increased GBC risk in Chileans (P = 0.03), while higher CRP concentrations increased GBC risk in Europeans (P = 4.1 × 10-6 ). European results suggest causal effects of BMI on gallstone disease (P = 0.008); public Chilean data were not, however, available to enable assessment of the mediation effects among causal GBC risk factors. CONCLUSIONS Two risk factors considered in the current Chilean program for GBC prevention are causally linked to GBC risk: gallstones and BMI. For Europeans, BMI showed a causal effect on gallstone risk, which was itself causally linked to GBC risk.
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Affiliation(s)
- Carol Barahona Ponce
- Statistical Genetics Group, Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany
- Department of Basic and Clinical Oncology, Medical Faculty, University of Chile, Santiago de Chile, Chile
| | - Dominique Scherer
- Statistical Genetics Group, Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany
| | - Regina Brinster
- Statistical Genetics Group, Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany
| | - Felix Boekstegers
- Statistical Genetics Group, Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany
| | - Katherine Marcelain
- Department of Basic and Clinical Oncology, Medical Faculty, University of Chile, Santiago de Chile, Chile
| | - Valentina Gárate-Calderón
- Statistical Genetics Group, Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany
- Department of Basic and Clinical Oncology, Medical Faculty, University of Chile, Santiago de Chile, Chile
| | - Bettina Müller
- Servicio de Oncología Médica, Instituto Nacional del Cáncer, Santiago, Chile
| | - Gonzalo de Toro
- Escuela de Tecnologia Medica, Universidad Austral de Chile sede Puerto Montt, Puerto Montt, Chile
- Servicio de Anatomía Patológica, Hospital de Puerto Montt, Puerto Montt, Chile
| | - Javier Retamales
- Servicio de Oncología Médica, Instituto Nacional del Cáncer, Santiago, Chile
| | - Olga Barajas
- Department of Basic and Clinical Oncology, Medical Faculty, University of Chile, Santiago de Chile, Chile
- Department of Basic and Clinical Oncology, Medical Faculty, University of Chile, Santiago, Chile
- Oncology Department, Hospital Clínico Universidad de Chile, Santiago, Chile
| | - Monica Ahumada
- Department of Basic and Clinical Oncology, Medical Faculty, University of Chile, Santiago de Chile, Chile
- Department of Basic and Clinical Oncology, Medical Faculty, University of Chile, Santiago, Chile
- Oncology Department, Hospital Clínico Universidad de Chile, Santiago, Chile
| | - Erik Morales
- Facultad de Medicina, Universidad Católica del Maule, Talca, Chile
- Unidad de Anatomía Patológica del Hospital Regional de Talca, Talca, Chile
| | - Armando Rojas
- Laboratorio de Investigaciones Biomédicas en la Facultad de Medicina, Universidad Católica del Maule, Talca, Chile
| | - Verónica Sanhueza
- Servicio de Anatomía Patológica, Hospital Padre Hurtado, Santiago, Chile
| | - Denisse Loader
- Servicio de Anatomía Patológica, Hospital Padre Hurtado, Santiago, Chile
| | | | - Lorena Gutiérrez
- Servicio de Anatomía Patológica, Hospital San Juan de Dios, Santiago, Chile
| | - Giuliano Bernal
- Laboratory of Molecular and Cellular Biology of Cancer (CancerLab), Department of Biomedical Sciences, Faculty of Medicine, Universidad Católica del Norte, Coquimbo, Chile
| | - Alejandro Ortega
- Servicio de Anatomía Patológica, Hospital Regional, Arica, Chile
| | | | - Sergio Portiño
- Department of Basic and Clinical Oncology, Medical Faculty, University of Chile, Santiago, Chile
- Oncology Department, Hospital Clínico Universidad de Chile, Santiago, Chile
| | | | - Fernando Gabler
- Servicio de Anatomía Patológica, Hospital San Borja Arriarán, Santiago, Chile
| | - Loreto Spencer
- Servicio de Anatomía Patológica, Hospital Regional Guillermo Grant Benavente, Concepción, Chile
| | - Jordi Olloquequi
- Laboratory of Cellular and Molecular Pathology, Instituto de Ciencias Biomédicas, Facultad de Ciencias de la Salud, Universidad Autónoma de Chile, Talca, Chile
| | - Christine Fischer
- Institute of Human Genetics, University of Heidelberg, Heidelberg, Germany
| | - Mazda Jenab
- International Agency for Research on Cancer, Lyon, France
| | - Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition, Potsdam-Rehbrücke, Germany
| | - Verena Katzke
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Elisabete Weiderpass
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Catalina Bonet
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology, Barcelona, Spain
| | - Tahereh Moradi
- Division of Epidemiology, Department of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Krista Fischer
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
| | | | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center, National Center for Tumor Diseases, Heidelberg, Germany
- German Cancer Consortium, German Cancer Research Center, Heidelberg, Germany
| | - Kristian Hveem
- The Nord-Trøndelag Health Research Centre, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Public Health and Nursing, K.G. Jebsen Centre for Genetic Epidemiology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Niina Eklund
- Genomics and Biobank, National Institute for Health and Welfare, Helsinki, Finland
| | - Uwe Völker
- Interfakultäres Institut für Genetik und Funktionelle Genomforschung, Universitätsmedizin Greifswald, Germany
| | - Melanie Waldenberger
- Research Unit of Molecular Epidemiology and Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | | | - Rolando Gonzalez-Jose
- Centro Nacional Patagónico, Instituto Patagónico de Ciencias Sociales y Humanas, CONICET, Puerto Madryn, Argentina
| | - Gabriel Bedoya
- Facultad de Ciencias Exactas y Naturales, Universidad de Antioquia, Medellín, Colombia
| | - Maria C Bortolini
- Instituto de Biociências, Universidad Federal do Rio Grande do Sul, Puerto Alegre, Brazil
| | | | - Carla Gallo
- Unidad de Neurobiología Molecular y Genética, Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Andres Ruiz-Linares
- Ministry of Education Key Laboratory of Contemporary Anthropology and Collaborative Innovation Center of Genetics and Development, School of Life Sciences and Human Phenome Institute, Fudan University, Shanghai, China
- Aix-Marseille Université, CNRS, EFS, ADES, Marseille, France
- Department of Genetics, Evolution and Environment, and UCL Genetics Institute, University College London, London, UK
| | | | - Justo Lorenzo Bermejo
- Statistical Genetics Group, Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany
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29
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Goddard PC, Keys KL, Mak ACY, Lee EY, Liu AK, Samedy-Bates LA, Risse-Adams O, Contreras MG, Elhawary JR, Hu D, Huntsman S, Oh SS, Salazar S, Eng C, Himes BE, White MJ, Burchard EG. Integrative genomic analysis in African American children with asthma finds three novel loci associated with lung function. Genet Epidemiol 2021; 45:190-208. [PMID: 32989782 PMCID: PMC7902343 DOI: 10.1002/gepi.22365] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 08/21/2020] [Accepted: 09/14/2020] [Indexed: 11/06/2022]
Abstract
Bronchodilator (BD) drugs are commonly prescribed for treatment and management of obstructive lung function present with diseases such as asthma. Administration of BD medication can partially or fully restore lung function as measured by pulmonary function tests. The genetics of baseline lung function measures taken before BD medication have been extensively studied, and the genetics of the BD response itself have received some attention. However, few studies have focused on the genetics of post-BD lung function. To address this gap, we analyzed lung function phenotypes in 1103 subjects from the Study of African Americans, Asthma, Genes, and Environment, a pediatric asthma case-control cohort, using an integrative genomic analysis approach that combined genotype, locus-specific genetic ancestry, and functional annotation information. We integrated genome-wide association study (GWAS) results with an admixture mapping scan of three pulmonary function tests (forced expiratory volume in 1 s [FEV1 ], forced vital capacity [FVC], and FEV1 /FVC) taken before and after albuterol BD administration on the same subjects, yielding six traits. We identified 18 GWAS loci, and five additional loci from admixture mapping, spanning several known and novel lung function candidate genes. Most loci identified via admixture mapping exhibited wide variation in minor allele frequency across genotyped global populations. Functional fine-mapping revealed an enrichment of epigenetic annotations from peripheral blood mononuclear cells, fetal lung tissue, and lung fibroblasts. Our results point to three novel potential genetic drivers of pre- and post-BD lung function: ADAMTS1, RAD54B, and EGLN3.
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Affiliation(s)
- Pagé C. Goddard
- Department of Genetics, Stanford University, Stanford, California, USA
- Department of Medicine, University of California, San Francisco, California, USA
| | - Kevin L. Keys
- Department of Medicine, University of California, San Francisco, California, USA
- Berkeley Institute for Data Science, University of California, Berkeley, California, USA
| | - Angel C. Y. Mak
- Department of Medicine, University of California, San Francisco, California, USA
| | - Eunice Y. Lee
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California, USA
| | - Amy K. Liu
- Department of Neurology, University of California, San Francisco, California, USA
| | - Lesly-Anne Samedy-Bates
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California, USA
| | - Oona Risse-Adams
- Department of Medicine, University of California, San Francisco, California, USA
- Department of Biology, University of California, Santa Cruz, California, USA
| | - María G. Contreras
- Department of Medicine, University of California, San Francisco, California, USA
- Department of Biology, San Francisco State University, San Francisco, California, USA
| | - Jennifer R. Elhawary
- Department of Medicine, University of California, San Francisco, California, USA
| | - Donglei Hu
- Department of Medicine, University of California, San Francisco, California, USA
| | - Scott Huntsman
- Department of Medicine, University of California, San Francisco, California, USA
| | - Sam S. Oh
- Department of Medicine, University of California, San Francisco, California, USA
| | - Sandra Salazar
- Department of Medicine, University of California, San Francisco, California, USA
| | - Celeste Eng
- Department of Medicine, University of California, San Francisco, California, USA
| | - Blanca E. Himes
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Marquitta J. White
- Department of Medicine, University of California, San Francisco, California, USA
| | - Esteban G. Burchard
- Department of Medicine, University of California, San Francisco, California, USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California, USA
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Contreras MG, Keys K, Magaña J, Goddard PC, Risse-Adams O, Zeiger AM, Mak AC, Samedy-Bates LA, Neophytou AM, Lee E, Thakur N, Elhawary JR, Hu D, Huntsman S, Eng C, Hu T, Burchard EG, White MJ. Native American Ancestry and Air Pollution Interact to Impact Bronchodilator Response in Puerto Rican Children with Asthma. Ethn Dis 2021; 31:77-88. [PMID: 33519158 PMCID: PMC7843041 DOI: 10.18865/ed.31.1.77] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Objective Asthma is the most common chronic disease in children. Short-acting bronchodilator medications are the most commonly prescribed asthma treatment worldwide, regardless of disease severity. Puerto Rican children display the highest asthma morbidity and mortality of any US population. Alarmingly, Puerto Rican children with asthma display poor bronchodilator drug response (BDR). Reduced BDR may explain, in part, the increased asthma morbidity and mortality observed in Puerto Rican children with asthma. Gene-environment interactions may explain a portion of the heritability of BDR. We aimed to identify gene-environment interactions associated with BDR in Puerto Rican children with asthma. Setting Genetic, environmental, and psycho-social data from the Genes-environments and Admixture in Latino Americans (GALA II) case-control study. Participants Our discovery dataset consisted of 658 Puerto Rican children with asthma; our replication dataset consisted of 514 Mexican American children with asthma. Main Outcome Measures We assessed the association of pairwise interaction models with BDR using ViSEN (Visualization of Statistical Epistasis Networks). Results We identified a non-linear interaction between Native American genetic ancestry and air pollution significantly associated with BDR in Puerto Rican children with asthma. This interaction was robust to adjustment for age and sex but was not significantly associated with BDR in our replication population. Conclusions Decreased Native American ancestry coupled with increased air pollution exposure was associated with increased BDR in Puerto Rican children with asthma. Our study acknowledges BDR's phenotypic complexity, and emphasizes the importance of integrating social, environmental, and biological data to further our understanding of complex disease.
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Affiliation(s)
- María G. Contreras
- Department of Medicine, University of California, San Francisco, CA
- SF BUILD, San Francisco State University, San Francisco, CA
- MARC, San Francisco State University, San Francisco, CA
| | - Kevin Keys
- Department of Medicine, University of California, San Francisco, CA
| | - Joaquin Magaña
- Department of Medicine, University of California, San Francisco, CA
| | - Pagé C. Goddard
- Department of Medicine, University of California, San Francisco, CA
| | - Oona Risse-Adams
- Department of Medicine, University of California, San Francisco, CA
- Lowell Science Research Program, Lowell High School, San Francisco, CA
| | - Andrew M. Zeiger
- Department of Medicine, University of California, San Francisco, CA
- Department of Biology, University of Washington, Seattle, WA
| | - Angel C.Y. Mak
- Department of Medicine, University of California, San Francisco, CA
| | - Lesly-Anne Samedy-Bates
- Department of Medicine, University of California, San Francisco, CA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA
| | - Andreas M. Neophytou
- Environmental Health Sciences Division, Berkeley School of Public Health, Berkeley, CA
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO
| | - Eunice Lee
- National Institute of Environmental Health Sciences, Cary NC
| | - Neeta Thakur
- Department of Medicine, University of California, San Francisco, CA
| | | | - Donglei Hu
- Department of Medicine, University of California, San Francisco, CA
| | - Scott Huntsman
- Department of Medicine, University of California, San Francisco, CA
| | - Celeste Eng
- Department of Medicine, University of California, San Francisco, CA
| | - Ting Hu
- School of Computing, Queen’s University, Kingston, ON, Canada
| | - Esteban G. Burchard
- Department of Medicine, University of California, San Francisco, CA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA
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Herrera-Luis E, Espuela-Ortiz A, Lorenzo-Diaz F, Keys KL, Mak ACY, Eng C, Huntsman S, Villar J, Rodriguez-Santana JR, Burchard EG, Pino-Yanes M. Genome-wide association study reveals a novel locus for asthma with severe exacerbations in diverse populations. Pediatr Allergy Immunol 2021; 32:106-115. [PMID: 32841424 PMCID: PMC7886969 DOI: 10.1111/pai.13337] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 07/08/2020] [Accepted: 08/11/2020] [Indexed: 12/18/2022]
Abstract
BACKGROUND Severe asthma exacerbations are a major cause of asthma morbidity and increased healthcare costs. Several studies have shown racial and ethnic differences in asthma exacerbation rates. We aimed to identify genetic variants associated with severe exacerbations in two high-risk populations for asthma. METHODS A genome-wide association study of asthma in children and youth with severe exacerbations was performed in 1283 exacerbators and 2027 controls without asthma of Latino ancestry. Independent suggestive variants (P ≤ 5 × 10-6 ) were selected for replication in 448 African Americans exacerbators and 595 controls. Case-only analyses were performed comparing the exacerbators with additional 898 Latinos and 524 African Americans asthma patients without exacerbations, while adjusting by treatment category as a proxy of asthma severity. We analyzed the functionality of associated variants with in silico methods and by correlating genotypes with methylation levels in whole blood in a subset of 473 Latinos. RESULTS We identified two genome-wide significant associations for susceptibility to asthma with severe exacerbations, including a novel locus located at chromosome 2p21 (rs4952375, odds ratio = 1.39, P = 3.8 × 10-8 ), which was also associated with asthma exacerbations in a case-only analysis (odds ratio = 1.25, P = 1.95 × 10-3 ). This polymorphism is an expression quantitative trait locus of the long intergenic non-protein coding RNA 1913 (LINC01913) in lung tissues (P = 1.3 × 10-7 ) and influences methylation levels of the protein kinase domain-containing cytoplasmic (PKDCC) gene in whole-blood cells (P = 9.8 × 10-5 ). CONCLUSION We identified a novel susceptibility locus for severe asthma exacerbations in Hispanic/Latino and African American youths with functional effects in gene expression and methylation status of neighboring genes.
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Affiliation(s)
- Esther Herrera-Luis
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, San Cristóbal de La Laguna, Tenerife, Spain
| | - Antonio Espuela-Ortiz
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, San Cristóbal de La Laguna, Tenerife, Spain
| | - Fabian Lorenzo-Diaz
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, San Cristóbal de La Laguna, Tenerife, Spain
| | - Kevin L. Keys
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
- Berkeley Institute for Data Science, University of California Berkeley, Berkeley, CA, USA
| | - Angel C. Y. Mak
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Celeste Eng
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Scott Huntsman
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Jesús Villar
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain
- Multidisciplinary Organ Dysfunction Evaluation Research Network, Research Unit, Hospital Universitario Dr Negrín, Las Palmas de Gran Canaria, Spain
- Keenan Research Center for Biomedical Science at the Li Ka Shing Knowledge Institute, St Michael’s Hospital, Toronto, ON, Canada
| | | | - Esteban G. Burchard
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA
| | - Maria Pino-Yanes
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, San Cristóbal de La Laguna, Tenerife, Spain
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain
- Instituto de Tecnologías Biomédicas (ITB), Universidad de La Laguna, San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain
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Jones TK, Christie JD. Discovery through Diversity: Insights into the Genetics of Lung Function in Latino Youth. Am J Respir Crit Care Med 2020; 202:913-914. [PMID: 32692576 PMCID: PMC7528776 DOI: 10.1164/rccm.202006-2404ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Affiliation(s)
- Tiffanie K Jones
- Division of Pulmonary, Allergy, and Critical Care Medicine and Center for Translational Lung Biology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Jason D Christie
- Division of Pulmonary, Allergy, and Critical Care Medicine and Center for Translational Lung Biology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
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Lee EY, Mak ACY, Hu D, Sajuthi S, White MJ, Keys KL, Eckalbar W, Bonser L, Huntsman S, Urbanek C, Eng C, Jain D, Abecasis G, Kang HM, Germer S, Zody MC, Nickerson DA, Erle D, Ziv E, Rodriguez-Santana J, Seibold MA, Burchard EG. Whole-Genome Sequencing Identifies Novel Functional Loci Associated with Lung Function in Puerto Rican Youth. Am J Respir Crit Care Med 2020; 202:962-972. [PMID: 32459537 PMCID: PMC7528787 DOI: 10.1164/rccm.202002-0351oc] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 05/27/2020] [Indexed: 12/22/2022] Open
Abstract
Rationale: Puerto Ricans have the highest childhood asthma prevalence in the United States (23.6%); however, the etiology is uncertain.Objectives: In this study, we sought to uncover the genetic architecture of lung function in Puerto Rican youth with and without asthma who were recruited from the island (n = 836).Methods: We used admixture-mapping and whole-genome sequencing data to discover genomic regions associated with lung function. Functional roles of the prioritized candidate SNPs were examined with chromatin immunoprecipitation sequencing, RNA sequencing, and expression quantitative trait loci data.Measurements and Main Results: We discovered a genomic region at 1q32 that was significantly associated with a 0.12-L decrease in the lung volume of exhaled air (95% confidence interval, -0.17 to -0.07; P = 6.62 × 10-8) with each allele of African ancestry. Within this region, two SNPs were expression quantitative trait loci of TMEM9 in nasal airway epithelial cells and MROH3P in esophagus mucosa. The minor alleles of these SNPs were associated with significantly decreased lung function and decreased TMEM9 gene expression. Another admixture-mapping peak was observed on chromosome 5q35.1, indicating that each Native American ancestry allele was associated with a 0.15-L increase in lung function (95% confidence interval, 0.08-0.21; P = 5.03 × 10-6). The region-based association tests identified four suggestive windows that harbored candidate rare variants associated with lung function.Conclusions: We identified common and rare genetic variants that may play a critical role in lung function among Puerto Rican youth. We independently validated an inflammatory pathway that could potentially be used to develop more targeted treatments and interventions for patients with asthma.
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Affiliation(s)
- Eunice Y. Lee
- Department of Bioengineering and Therapeutic Sciences and
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Angel C. Y. Mak
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Donglei Hu
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Satria Sajuthi
- Department of Pediatrics, Center for Genes, Environment, and Health, and
| | - Marquitta J. White
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Kevin L. Keys
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | | | - Luke Bonser
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Scott Huntsman
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Cydney Urbanek
- Department of Pediatrics, Center for Genes, Environment, and Health, and
| | - Celeste Eng
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | | | - Gonçalo Abecasis
- Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan
- Regeneron Pharmaceuticals, Tarrytown, New York
| | - Hyun M. Kang
- Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan
| | | | | | - Deborah A. Nickerson
- Department of Genome Sciences, University of Washington, Seattle, Washington
- Northwest Genomics Center, Seattle, Washington
- Brotman Baty Institute, Seattle, Washington
| | - David Erle
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Elad Ziv
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | | | - Max A. Seibold
- Department of Pediatrics, Center for Genes, Environment, and Health, and
- Department of Pediatrics, National Jewish Health, Denver, Colorado
- Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado–Anschutz Medical Campus, Aurora, Colorado
| | - Esteban G. Burchard
- Department of Bioengineering and Therapeutic Sciences and
- Department of Medicine, University of California, San Francisco, San Francisco, California
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Yan Q, Forno E, Herrera-Luis E, Pino-Yanes M, Yang G, Oh S, Acosta-Pérez E, Hu D, Eng C, Huntsman S, Rodriguez-Santana JR, Cloutier MM, Canino G, Burchard EG, Chen W, Celedón JC. A genome-wide association study of asthma hospitalizations in adults. J Allergy Clin Immunol 2020; 147:933-940. [PMID: 32890573 DOI: 10.1016/j.jaci.2020.08.020] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 07/28/2020] [Accepted: 08/25/2020] [Indexed: 12/23/2022]
Abstract
BACKGROUND Little is known about the genetic determinants of severe asthma exacerbations. OBJECTIVES We aimed to identify genetic variants associated with asthma hospitalizations. METHODS We conducted a genome-wide association study of asthma hospitalizations in 34,167 white British adults with asthma, 1,658 of whom had at least 1 asthma-related hospitalization. This analysis was conducted by using logistic regression under an additive genetic model with adjustment for age, sex, body mass index, smoking status, and the first 5 principal components derived from genotypic data. We then analyzed data from 2 cohorts of Latino children and adolescents for replication and conducted quantitative trait locus and functional annotation analyses. RESULTS At the chromosome 6p21.3 locus, the single-nucleotide polymorphism (SNP) rs56151658 (8 kb from the promoter of HLA-DQB1) was most significantly associated with asthma hospitalizations (for test allele A, odds ratio = 1.36 [95% CI = 1.22-1.52]; P = 3.11 × 10-8); 21 additional SNPs in this locus were associated with asthma hospitalizations at a P value less than 1 × 10-6. In the replication cohorts, multiple SNPs in strong linkage disequilibrium with rs56151658 were associated with severe asthma exacerbations at a P value of .01 or less in the same direction of association as in the discovery cohort. Three HLA genes (HLA-DQA2, HLA-DRB6, and HLA-DOB) were also shown to mediate the estimated effects of the SNPs associated with asthma hospitalizations through effects on gene expression in lung tissue. CONCLUSIONS We identified strong candidate genes for asthma hospitalizations in adults in the region for class II HLA genes through genomic, quantitative trait locus, and summary data-based mendelian randomization analyses.
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Affiliation(s)
- Qi Yan
- Division of Pediatric Pulmonary Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pa
| | - Erick Forno
- Division of Pediatric Pulmonary Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pa
| | - Esther Herrera-Luis
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, La Laguna, Spain
| | - Maria Pino-Yanes
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, La Laguna, Spain; CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Spain
| | - Ge Yang
- Division of Pediatric Pulmonary Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pa
| | - Sam Oh
- Department of Medicine, University of California San Francisco, San Francisco, Calif
| | - Edna Acosta-Pérez
- Behavioral Sciences Research Institute, University of Puerto Rico, San Juan, Puerto Rico
| | - Donglei Hu
- Department of Medicine, University of California San Francisco, San Francisco, Calif
| | - Celeste Eng
- Department of Medicine, University of California San Francisco, San Francisco, Calif
| | - Scott Huntsman
- Department of Medicine, University of California San Francisco, San Francisco, Calif
| | | | | | - Glorisa Canino
- Behavioral Sciences Research Institute, University of Puerto Rico, San Juan, Puerto Rico
| | - Esteban G Burchard
- Department of Medicine, University of California San Francisco, San Francisco, Calif
| | - Wei Chen
- Division of Pediatric Pulmonary Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pa
| | - Juan C Celedón
- Division of Pediatric Pulmonary Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pa.
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Magaña J, Contreras MG, Keys KL, Risse-Adams O, Goddard PC, Zeiger AM, Mak ACY, Elhawary JR, Samedy-Bates LA, Lee E, Thakur N, Hu D, Eng C, Salazar S, Huntsman S, Hu T, Burchard EG, White MJ. An epistatic interaction between pre-natal smoke exposure and socioeconomic status has a significant impact on bronchodilator drug response in African American youth with asthma. BioData Min 2020; 13:7. [PMID: 32636926 PMCID: PMC7333373 DOI: 10.1186/s13040-020-00218-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 06/23/2020] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Asthma is one of the leading chronic illnesses among children in the United States. Asthma prevalence is higher among African Americans (11.2%) compared to European Americans (7.7%). Bronchodilator medications are part of the first-line therapy, and the rescue medication, for acute asthma symptoms. Bronchodilator drug response (BDR) varies substantially among different racial/ethnic groups. Asthma prevalence in African Americans is only 3.5% higher than that of European Americans, however, asthma mortality among African Americans is four times that of European Americans; variation in BDR may play an important role in explaining this health disparity. To improve our understanding of disparate health outcomes in complex phenotypes such as BDR, it is important to consider interactions between environmental and biological variables. RESULTS We evaluated the impact of pairwise and three-variable interactions between environmental, social, and biological variables on BDR in 233 African American youth with asthma using Visualization of Statistical Epistasis Networks (ViSEN). ViSEN is a non-parametric entropy-based approach able to quantify interaction effects using an information-theory metric known as Information Gain (IG). We performed analyses in the full dataset and in sex-stratified subsets. Our analyses identified several interaction models significantly, and suggestively, associated with BDR. The strongest interaction significantly associated with BDR was a pairwise interaction between pre-natal smoke exposure and socioeconomic status (full dataset IG: 2.78%, p = 0.001; female IG: 7.27%, p = 0.004)). Sex-stratified analyses yielded divergent results for females and males, indicating the presence of sex-specific effects. CONCLUSIONS Our study identified novel interaction effects significantly, and suggestively, associated with BDR in African American children with asthma. Notably, we found that all of the interactions identified by ViSEN were "pure" interaction effects, in that they were not the result of strong main effects on BDR, highlighting the complexity of the network of biological and environmental factors impacting this phenotype. Several associations uncovered by ViSEN would not have been detected using regression-based methods, thus emphasizing the importance of employing statistical methods optimized to detect both additive and non-additive interaction effects when studying complex phenotypes such as BDR. The information gained in this study increases our understanding and appreciation of the complex nature of the interactions between environmental and health-related factors that influence BDR and will be invaluable to biomedical researchers designing future studies.
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Affiliation(s)
- J. Magaña
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
| | - M. G. Contreras
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
- Department of Biology, San Francisco State University, San Francisco, CA USA
| | - K. L. Keys
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
- Berkeley Institute for Data Science, University of California, Berkeley, CA USA
| | - O. Risse-Adams
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
- Lowell Science Research Program, Lowell High School, San Francisco, CA USA
- Department of Biology, University of California, Santa Cruz, CA USA
| | - P. C. Goddard
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
- Department of Genetics, Stanford University, Stanford, CA USA
| | - A. M. Zeiger
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA USA
| | - A. C. Y. Mak
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
| | - J. R. Elhawary
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
| | - L. A. Samedy-Bates
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA USA
| | - E. Lee
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
| | - N. Thakur
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
| | - D. Hu
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
| | - C. Eng
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
| | - S. Salazar
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
| | - S. Huntsman
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
| | - T. Hu
- School of Computing, Queen’s University, Kingston, ON Canada
| | - E. G. Burchard
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA USA
| | - M. J. White
- Department of Medicine, University of California, 1550 4th Street, UCSF Rock Hall, Box 2911, San Francisco, CA 94158 USA
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Mak ACY, Sajuthi S, Joo J, Xiao S, Sleiman PM, White MJ, Lee EY, Saef B, Hu D, Gui H, Keys KL, Lurmann F, Jain D, Abecasis G, Kang HM, Nickerson DA, Germer S, Zody MC, Winterkorn L, Reeves C, Huntsman S, Eng C, Salazar S, Oh SS, Gilliland FD, Chen Z, Kumar R, Martínez FD, Wu AC, Ziv E, Hakonarson H, Himes BE, Williams LK, Seibold MA, Burchard EG. Lung Function in African American Children with Asthma Is Associated with Novel Regulatory Variants of the KIT Ligand KITLG/SCF and Gene-By-Air-Pollution Interaction. Genetics 2020; 215:869-886. [PMID: 32327564 PMCID: PMC7337089 DOI: 10.1534/genetics.120.303231] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 04/22/2020] [Indexed: 01/12/2023] Open
Abstract
Baseline lung function, quantified as forced expiratory volume in the first second of exhalation (FEV1), is a standard diagnostic criterion used by clinicians to identify and classify lung diseases. Using whole-genome sequencing data from the National Heart, Lung, and Blood Institute Trans-Omics for Precision Medicine project, we identified a novel genetic association with FEV1 on chromosome 12 in 867 African American children with asthma (P = 1.26 × 10-8, β = 0.302). Conditional analysis within 1 Mb of the tag signal (rs73429450) yielded one major and two other weaker independent signals within this peak. We explored statistical and functional evidence for all variants in linkage disequilibrium with the three independent signals and yielded nine variants as the most likely candidates responsible for the association with FEV1 Hi-C data and expression QTL analysis demonstrated that these variants physically interacted with KITLG (KIT ligand, also known as SCF), and their minor alleles were associated with increased expression of the KITLG gene in nasal epithelial cells. Gene-by-air-pollution interaction analysis found that the candidate variant rs58475486 interacted with past-year ambient sulfur dioxide exposure (P = 0.003, β = 0.32). This study identified a novel protective genetic association with FEV1, possibly mediated through KITLG, in African American children with asthma. This is the first study that has identified a genetic association between lung function and KITLG, which has established a role in orchestrating allergic inflammation in asthma.
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Affiliation(s)
- Angel C Y Mak
- Department of Medicine, University of California, San Francisco, California 94143
| | - Satria Sajuthi
- Center for Genes, Environment, and Health, National Jewish Health, Denver, Colorado 80206
| | - Jaehyun Joo
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania 19104
| | - Shujie Xiao
- Center for Individualized and Genomic Medicine Research, Department of Internal Medicine, Henry Ford Health System, Detroit, Michigan 48202
| | - Patrick M Sleiman
- Center for Applied Genomics, Children's Hospital of Philadelphia, Pennsylvania, 19104
- Division of Human Genetics, Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104
| | - Marquitta J White
- Department of Medicine, University of California, San Francisco, California 94143
| | - Eunice Y Lee
- Department of Medicine, University of California, San Francisco, California 94143
| | - Benjamin Saef
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania 19104
| | - Donglei Hu
- Department of Medicine, University of California, San Francisco, California 94143
| | - Hongsheng Gui
- Center for Individualized and Genomic Medicine Research, Department of Internal Medicine, Henry Ford Health System, Detroit, Michigan 48202
| | - Kevin L Keys
- Department of Medicine, University of California, San Francisco, California 94143
- Berkeley Institute for Data Science, University of California, Berkeley, California 94720
| | | | - Deepti Jain
- Department of Biostatistics, University of Washington, Seattle, Washington 98195
| | - Gonçalo Abecasis
- Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan 48109
| | - Hyun Min Kang
- Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan 48109
| | - Deborah A Nickerson
- Department of Genome Sciences, University of Washington, Seattle, Washington 98195
- Northwest Genomics Center, Seattle, Washington, 98195
- Brotman Baty Institute for Precision Medicine, Seattle, Washington, 98195
| | | | | | | | | | - Scott Huntsman
- Department of Medicine, University of California, San Francisco, California 94143
| | - Celeste Eng
- Department of Medicine, University of California, San Francisco, California 94143
| | - Sandra Salazar
- Department of Medicine, University of California, San Francisco, California 94143
| | - Sam S Oh
- Department of Medicine, University of California, San Francisco, California 94143
| | - Frank D Gilliland
- Department of Preventive Medicine, Division of Environmental Health, Keck School of Medicine, University of Southern California, Los Angeles, California 90033
| | - Zhanghua Chen
- Department of Preventive Medicine, Division of Environmental Health, Keck School of Medicine, University of Southern California, Los Angeles, California 90033
| | - Rajesh Kumar
- Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois 60611
| | - Fernando D Martínez
- Asthma and Airway Disease Research Center, University of Arizona, Tucson, Arizona 85721
| | - Ann Chen Wu
- Precision Medicine Translational Research (PRoMoTeR) Center, Department of Population Medicine, Harvard Medical School and Pilgrim Health Care Institute, Boston, Massachusetts 02215
| | - Elad Ziv
- Department of Medicine, University of California, San Francisco, California 94143
| | - Hakon Hakonarson
- Center for Applied Genomics, Children's Hospital of Philadelphia, Pennsylvania, 19104
- Division of Human Genetics, Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104
| | - Blanca E Himes
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania 19104
| | - L Keoki Williams
- Center for Individualized and Genomic Medicine Research, Department of Internal Medicine, Henry Ford Health System, Detroit, Michigan 48202
| | - Max A Seibold
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania 19104
| | - Esteban G Burchard
- Department of Medicine, University of California, San Francisco, California 94143
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California 94143
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Differential asthma odds following respiratory infection in children from three minority populations. PLoS One 2020; 15:e0231782. [PMID: 32369487 PMCID: PMC7199930 DOI: 10.1371/journal.pone.0231782] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Accepted: 03/31/2020] [Indexed: 01/01/2023] Open
Abstract
RATIONALE Severe early-life respiratory illnesses, particularly those caused by respiratory syncytial virus (RSV) and human rhinovirus (HRV), are strongly associated with the development of asthma in children. Puerto Rican children in particular have a strikingly high asthma burden. However, prior studies of the potential associations between early-life respiratory illnesses and asthma in Puerto Rican and other minority populations have been limited. OBJECTIVES We sought to determine whether early-life respiratory illness was associated with asthma in Puerto Rican, Mexican American, and African American children. METHODS Using a logistic regression analysis, we examined the association between early-life respiratory illnesses (report of upper respiratory infection (URI), pneumonia, bronchitis, and bronchiolitis/RSV) within the first two years of life and physician-diagnosed asthma after the age of two in a large cohort of Puerto Rican, Mexican American, and African American children. MEASUREMENTS AND MAIN RESULTS While early-life respiratory illnesses were associated with greater asthma odds in Puerto Ricans, Mexican Americans, and African Americans, these associations were stronger among Puerto Rican children. Specifically, in Puerto Ricans, the odds was 6.15 (95% CI: 4.21-9.05) if the child reported at least one of the following respiratory illness: URI, pneumonia, bronchitis or bronchiolitis. The odds were also higher in Puerto Ricans when considering these conditions separately. CONCLUSIONS We observed population-specific associations between early-life respiratory illnesses and asthma, which were especially significant and stronger in Puerto Ricans. Taken together with the known high burden of RSV in Puerto Rico, our results may help explain the high burden of asthma in Puerto Ricans.
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Abuabara K, You Y, Margolis DJ, Hoffmann TJ, Risch N, Jorgenson E. Genetic ancestry does not explain increased atopic dermatitis susceptibility or worse disease control among African American subjects in 2 large US cohorts. J Allergy Clin Immunol 2020; 145:192-198.e11. [PMID: 31369801 PMCID: PMC6949407 DOI: 10.1016/j.jaci.2019.06.044] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 06/19/2019] [Accepted: 06/26/2019] [Indexed: 12/24/2022]
Abstract
BACKGROUND Atopic dermatitis (AD) is more common among African American children. Whether there are racial/ethnic difference among adults with AD and the causes for those disparities are unclear. OBJECTIVE We sought to examine the relationship between self-reported race/ethnicity and AD and determine whether African genetic ancestry is predictive of these outcomes among African American subjects. METHODS We analyzed data from 2 independent multiethnic longitudinal studies: 86,893 subjects aged 18 to 100 years from the Kaiser Permanente Genetic Epidemiology Research on Adult Health and Aging (GERA) cohort and 5467 subjects aged 2 to 26 years from the national Pediatric Eczema Elective Registry (PEER) cohort. The primary outcomes were physician-diagnosed AD in GERA and repeated measures of self-reported disease control among patients with physician-diagnosed AD at 6-month intervals in PEER. We examined whether self-identified African American race/ethnicity was predictive of these outcomes and then tested whether a continuous measure of African genetic ancestry was associated with outcomes within the African American group. RESULTS AD was more common among self-identified African American subjects than non-Hispanic white subjects in GERA (4.4% vs 2.1%; odds ratio, 2.06; 95% CI, 1.70-2.48) and less well-controlled in PEER subjects (odds of 1-level worse control, 1.91; 95% CI, 1.64-2.22). However, African genetic ancestry was not associated with AD risk or control among self-identified African American subjects in either cohort, nor did an AD polygenic risk score or genetic skin pigment score explain the AD disparities in patients with AD. CONCLUSION Ancestry-related genetic effects do not explain increased AD prevalence or poorer disease control among African American subjects.
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Affiliation(s)
- Katrina Abuabara
- Program for Clinical Research, Department of Dermatology, University of California, San Francisco, Calif.
| | - Yue You
- Division of Biostatistics and Epidemiology, University of California, Berkeley, Calif
| | - David J Margolis
- Department of Dermatology and Center for Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pa
| | - Thomas J Hoffmann
- Institute for Human Genetics and Department of Epidemiology and Biostatistics, University of California, San Francisco, Calif
| | - Neil Risch
- Institute for Human Genetics and Department of Epidemiology and Biostatistics, University of California, San Francisco, Calif; Division of Research, Kaiser Permanente, Oakland, Calif
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Kim HS, Kim HH. Effect of ethnicity on the prevalence of allergic disease. ALLERGY ASTHMA & RESPIRATORY DISEASE 2020. [DOI: 10.4168/aard.2020.8.3.114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Affiliation(s)
- Hwan Soo Kim
- Department of Pediatrics, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Hyun Hee Kim
- Department of Pediatrics, College of Medicine, The Catholic University of Korea, Seoul, Korea
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Hicks SC, Irizarry RA. methylCC: technology-independent estimation of cell type composition using differentially methylated regions. Genome Biol 2019; 20:261. [PMID: 31783894 PMCID: PMC6883691 DOI: 10.1186/s13059-019-1827-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Accepted: 09/19/2019] [Indexed: 01/01/2023] Open
Abstract
A major challenge in the analysis of DNA methylation (DNAm) data is variability introduced from intra-sample cellular heterogeneity, such as whole blood which is a convolution of DNAm profiles across a unique cell type. When this source of variability is confounded with an outcome of interest, if unaccounted for, false positives ensue. Current methods to estimate the cell type proportions in whole blood DNAm samples are only appropriate for one technology and lead to technology-specific biases if applied to data generated from other technologies. Here, we propose the technology-independent alternative: methylCC, which is available at https://github.com/stephaniehicks/methylCC.
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Affiliation(s)
- Stephanie C Hicks
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St,, Baltimore, USA
| | - Rafael A Irizarry
- Department Data Sciences, Dana-Farber Cancer Institute, 450 Brookline Ave,, Boston, USA. .,Department of Biostatistics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, USA.
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Zhang E, Levin AM, Williams LK. How does race and ethnicity effect the precision treatment of asthma? EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT 2019; 4:337-356. [PMID: 33015363 DOI: 10.1080/23808993.2019.1690396] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Introduction Asthma is a common condition that affects large numbers of children and adults, yet the burden of disease is not equally distributed amongst groups. In the United States, African Americans and Puerto Ricans have higher rates of asthma and its complications when compared with European Americans. However, clinical trials and genetic studies have largely focused on the latter group. Areas covered Here we examine what is known regarding differences in asthma treatment response by race-ethnicity. We also review existing genetic studies related to the use of asthma medications, paying special attention to studies that included substantial numbers of non-white population groups. Publicly accessible search engines of the medical literature were queried using combinations of the terms asthma, race, ethnicity, pharmacogenomics, and pharmacogenetics, as well as the names of individual asthma medication classes. The list of articles reviewed was supplemented by bibliographies and expert knowledge. Expert opinion A substantial and coordinated effort is still needed to both identify and validate genetic biomarkers of asthma medication response, as currently there are no clinically actionable genetic markers available for this purpose. The path to identifying such markers in non-white populations is even more formidable, since these groups are underrepresented in existing data.
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Affiliation(s)
- Ellen Zhang
- Center for Individualized and Genomic Medicine Research (CIGMA), Department of Internal Medicine, Henry Ford Health System, Detroit, MI, USA
| | - Albert M Levin
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI, USA
| | - L Keoki Williams
- Center for Individualized and Genomic Medicine Research (CIGMA), Department of Internal Medicine, Henry Ford Health System, Detroit, MI, USA
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Samedy-Bates LA, Oh SS, Nuckton TJ, Elhawary JR, White M, Elliot T, Zeiger AM, Eng C, Salazar S, LeNoir MA, Meade K, Farber HJ, Serebrisky D, Brigino-Buenaventura E, Rodriguez-Cintron W, Bibbins-Domingo K, Kumar R, Thyne S, Borrell LN, Rodriguez-Santana JR, Pino-Yanes M, Burchard EG. Racial/Ethnic-Specific Differences in the Effects of Inhaled Corticosteroid Use on Bronchodilator Response in Patients With Asthma. Clin Pharmacol Ther 2019; 106:1133-1140. [PMID: 31209858 PMCID: PMC6778006 DOI: 10.1002/cpt.1555] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Accepted: 05/20/2019] [Indexed: 12/30/2022]
Abstract
American Thoracic Society guidelines recommend inhaled corticosteroid (ICS) therapy, plus a short-acting bronchodilator, in patients with persistent asthma. However, few prior studies have examined the efficacy of this combination in children of all racial/ethnic groups. We evaluated the association between ICS use and bronchodilator response (BDR) in three pediatric populations with persistent asthma (656 African American, 916 Puerto Rican, and 398 Mexican American children). The association was assessed using multivariable quantile regression. After adjusting for baseline forced expiratory volume in one second and use of controller medications, ICS use was significantly associated with increased BDR only among Mexican Americans (1.56%, P = 0.028) but not African Americans (0.49%, P = 0.426) or Puerto Ricans (0.16%, P = 0.813). Our results demonstrate that ICS augmentation is disproportionate across racial/ethnic groups, where improved BDR is observed in Mexican Americans only. This study highlights the complexities of treating asthma in children, and reinforces the importance of investigating the influence of race/ethnicity on pharmacological response.
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Affiliation(s)
- Lesly-Anne Samedy-Bates
- Department of Medicine, University of California, San Francisco, CA, USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA, USA
| | - Sam S. Oh
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Thomas J. Nuckton
- Department of Medicine, University of California, San Francisco, CA, USA
| | | | - Marquitta White
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Tyronda Elliot
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Andy M. Zeiger
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Celeste Eng
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Sandra Salazar
- Department of Medicine, University of California, San Francisco, CA, USA
| | | | - Kelley Meade
- Children’s Hospital and Research Center Oakland, Oakland, CA, USA
| | - Harold J. Farber
- Department of Pediatrics, Section of Pulmonology, Baylor College of Medicine and Texas Children’s Hospital, Houston, TX, USA
| | | | | | | | | | - Rajesh Kumar
- The Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, USA
| | - Shannon Thyne
- Department of Pediatrics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Luisa N. Borrell
- Department of Epidemiology & Biostatistics, Graduate School of Public Health & Health Policy, City University of New York, New York, NY, USA
| | | | - Maria Pino-Yanes
- Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain
| | - Esteban G. Burchard
- Department of Medicine, University of California, San Francisco, CA, USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA, USA
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Szpiech ZA, Mak ACY, White MJ, Hu D, Eng C, Burchard EG, Hernandez RD. Ancestry-Dependent Enrichment of Deleterious Homozygotes in Runs of Homozygosity. Am J Hum Genet 2019; 105:747-762. [PMID: 31543216 PMCID: PMC6817522 DOI: 10.1016/j.ajhg.2019.08.011] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 08/27/2019] [Indexed: 12/20/2022] Open
Abstract
Runs of homozygosity (ROH) are important genomic features that manifest when an individual inherits two haplotypes that are identical by descent. Their length distributions are informative about population history, and their genomic locations are useful for mapping recessive loci contributing to both Mendelian and complex disease risk. We have previously shown that ROH, and especially long ROH that are likely the result of recent parental relatedness, are enriched for homozygous deleterious coding variation in a worldwide sample of outbred individuals. However, the distribution of ROH in admixed populations and their relationship to deleterious homozygous genotypes is understudied. Here we analyze whole-genome sequencing data from 1,441 unrelated individuals from self-identified African American, Puerto Rican, and Mexican American populations. These populations are three-way admixed between European, African, and Native American ancestries and provide an opportunity to study the distribution of deleterious alleles partitioned by local ancestry and ROH. We re-capitulate previous findings that long ROH are enriched for deleterious variation genome-wide. We then partition by local ancestry and show that deleterious homozygotes arise at a higher rate when ROH overlap African ancestry segments than when they overlap European or Native American ancestry segments of the genome. These results suggest that, while ROH on any haplotype background are associated with an inflation of deleterious homozygous variation, African haplotype backgrounds may play a particularly important role in the genetic architecture of complex diseases for admixed individuals, highlighting the need for further study of these populations.
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Affiliation(s)
- Zachary A Szpiech
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158, USA; Department of Biological Sciences, Auburn University, Auburn, AL 36842, USA.
| | - Angel C Y Mak
- Department of Medicine, University of California San Francisco, San Francisco, CA 94158, USA
| | - Marquitta J White
- Department of Medicine, University of California San Francisco, San Francisco, CA 94158, USA
| | - Donglei Hu
- Department of Medicine, University of California San Francisco, San Francisco, CA 94158, USA
| | - Celeste Eng
- Department of Medicine, University of California San Francisco, San Francisco, CA 94158, USA
| | - Esteban G Burchard
- Department of Medicine, University of California San Francisco, San Francisco, CA 94158, USA
| | - Ryan D Hernandez
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158, USA; Institute for Human Genetics, University of California San Francisco, San Francisco, CA 94158, USA; Quantitative Biosciences Institute, University of California San Francisco, San Francisco, CA 94158, USA; Department of Human Genetics, McGill University, Montreal, QC H3A 0G1, Canada; Genome Quebec Innovation Center, McGill University, Montreal, QC H3A 0G1, Canada.
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Wechsler ME, Szefler SJ, Ortega VE, Pongracic JA, Chinchilli V, Lima JJ, Krishnan JA, Kunselman SJ, Mauger D, Bleecker ER, Bacharier LB, Beigelman A, Benson M, Blake KV, Cabana MD, Cardet JC, Castro M, Chmiel JF, Covar R, Denlinger L, DiMango E, Fitzpatrick AM, Gentile D, Grossman N, Holguin F, Jackson DJ, Kumar H, Kraft M, LaForce CF, Lang J, Lazarus SC, Lemanske RF, Long D, Lugogo N, Martinez F, Meyers DA, Moore WC, Moy J, Naureckas E, Olin JT, Peters SP, Phipatanakul W, Que L, Raissy H, Robison RG, Ross K, Sheehan W, Smith LJ, Solway J, Sorkness CA, Sullivan-Vedder L, Wenzel S, White S, Israel E. Step-Up Therapy in Black Children and Adults with Poorly Controlled Asthma. N Engl J Med 2019; 381:1227-1239. [PMID: 31553835 PMCID: PMC7026584 DOI: 10.1056/nejmoa1905560] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
BACKGROUND Morbidity from asthma is disproportionately higher among black patients than among white patients, and black patients constitute the minority of participants in trials informing treatment. Data indicate that patients with inadequately controlled asthma benefit more from addition of a long-acting beta-agonist (LABA) than from increased glucocorticoids; however, these data may not be informative for treatment in black patients. METHODS We conducted two prospective, randomized, double-blind trials: one involving children and the other involving adolescents and adults. In both trials, the patients had at least one grandparent who identified as black and had asthma that was inadequately controlled with low-dose inhaled glucocorticoids. We compared combinations of therapy, which included the addition of a LABA (salmeterol) to an inhaled glucocorticoid (fluticasone propionate), a step-up to double to quintuple the dose of fluticasone, or both. The treatments were compared with the use of a composite measure that evaluated asthma exacerbations, asthma-control days, and lung function; data were stratified according to genotypic African ancestry. RESULTS When quintupling the dose of fluticasone (to 250 μg twice a day) was compared with adding salmeterol (50 μg twice a day) and doubling the fluticasone (to 100 μg twice a day), a superior response occurred in 46% of the children with quintupling the fluticasone and in 46% of the children with doubling the fluticasone and adding salmeterol (P = 0.99). In contrast, more adolescents and adults had a superior response to added salmeterol than to an increase in fluticasone (salmeterol-low-dose fluticasone vs. medium-dose fluticasone, 49% vs. 28% [P = 0.003]; salmeterol-medium-dose fluticasone vs. high-dose fluticasone, 49% vs. 31% [P = 0.02]). Neither the degree of African ancestry nor baseline biomarkers predicted a superior response to specific treatments. The increased dose of inhaled glucocorticoids was associated with a decrease in the ratio of urinary cortisol to creatinine in children younger than 8 years of age. CONCLUSIONS In contrast to black adolescents and adults, almost half the black children with poorly controlled asthma had a superior response to an increase in the dose of an inhaled glucocorticoid and almost half had a superior response to the addition of a LABA. (Funded by the National Heart, Lung, and Blood Institute; BARD ClinicalTrials.gov number, NCT01967173.).
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Affiliation(s)
- Michael E Wechsler
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Stanley J Szefler
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Victor E Ortega
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Jacqueline A Pongracic
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Vernon Chinchilli
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - John J Lima
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Jerry A Krishnan
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Susan J Kunselman
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - David Mauger
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Eugene R Bleecker
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Leonard B Bacharier
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Avraham Beigelman
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Mindy Benson
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Kathryn V Blake
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Michael D Cabana
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Juan-Carlos Cardet
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Mario Castro
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - James F Chmiel
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Ronina Covar
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Loren Denlinger
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Emily DiMango
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Anne M Fitzpatrick
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Deborah Gentile
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Nicole Grossman
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Fernando Holguin
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Daniel J Jackson
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Harsha Kumar
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Monica Kraft
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Craig F LaForce
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Jason Lang
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Stephen C Lazarus
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Robert F Lemanske
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Dayna Long
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Njira Lugogo
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Fernando Martinez
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Deborah A Meyers
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Wendy C Moore
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - James Moy
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Edward Naureckas
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - J Tod Olin
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Stephen P Peters
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Wanda Phipatanakul
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Loretta Que
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Hengameh Raissy
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Rachel G Robison
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Kristie Ross
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - William Sheehan
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Lewis J Smith
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Julian Solway
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Christine A Sorkness
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Lisa Sullivan-Vedder
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Sally Wenzel
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Steven White
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Elliot Israel
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
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45
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Jroundi I, Tse SM. Long-term asthma-related readmissions: comparison between children admitted and not admitted to the intensive care unit for critical asthma. J Asthma 2019; 58:10-18. [PMID: 31491362 DOI: 10.1080/02770903.2019.1663430] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
OBJECTIVES To compare the time to asthma-related readmission between children admitted to the intensive care unit (ICU) for asthma and those with a non-ICU hospitalization in the United States and to explore risk factors associated with readmission among children admitted in the ICU. METHODS In this retrospective cohort study, we included children aged 2-17 years in the State Inpatient Database (2005-2014) from four U.S. states who were hospitalized for asthma. We compared the time to asthma-related readmissions and emergency department (ED) visit between children admitted and not admitted to the ICU using the log-rank test. Among those admitted to the ICU, we explored factors associated with readmission using Cox regression. RESULTS 66 835 children were hospitalized for asthma, with 14.0% admitted to the ICU, and 12 844 were readmitted for asthma while 22 915 had an asthma-related ED visit. The time to asthma-related readmission was shorter in the ICU group compared to the non-ICU group (p < 0.001), but the time to asthma-related ED visit did not differ between the two groups (p = 0.43). Being preschool-aged, female, Black, and having lower household income and a longer length of stay during the initial hospitalization conferred a higher risk of asthma-related readmission among children admitted to the ICU. Preschool age and Medicaid were Florida-specific risk factors while Hispanic ethnicity was New York-specific. CONCLUSION Compared to children not admitted to the ICU, children admitted to the ICU for asthma were at increased risk of asthma-related readmission, with certain risk factors conferring an even higher risk.
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Affiliation(s)
- Imane Jroundi
- Department of Pediatrics, Unit of Training and Research in Public Health, School of Medicine and Pharmacy of Rabat, University of Mohamed V of Rabat, Rabat, Morocco
| | - Sze Man Tse
- Division of Respiratory Medicine, Department of Pediatrics, Sainte-Justine University Hospital Center, Montréal, Québec, Canada.,Université de Montréal, Montréal, Québec, Canada
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Grossman NL, Ortega VE, King TS, Bleecker ER, Ampleford EA, Bacharier LB, Cabana MD, Cardet JC, Carr TF, Castro M, Denlinger LC, Denson JL, Fandino N, Fitzpatrick AM, Hawkins GA, Holguin F, Krishnan JA, Lazarus SC, Nyenhuis SM, Phipatanakul W, Ramratnam SK, Wenzel S, Peters SP, Meyers DA, Wechsler ME, Israel E. Exacerbation-prone asthma in the context of race and ancestry in Asthma Clinical Research Network trials. J Allergy Clin Immunol 2019; 144:1524-1533. [PMID: 31520679 DOI: 10.1016/j.jaci.2019.08.033] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 07/27/2019] [Accepted: 08/16/2019] [Indexed: 01/07/2023]
Abstract
BACKGROUND Minority groups of African descent experience disproportionately greater asthma morbidity compared with other racial groups, suggesting that genetic variation from a common ancestry could influence exacerbation risk. OBJECTIVE We evaluated clinical trial measures in the context of self-reported race and genetic ancestry to identify risk factors for asthma exacerbations. METHODS One thousand eight hundred forty multiethnic subjects from 12 Asthma Clinical Research Network and AsthmaNet trials were analyzed for incident asthma exacerbations with Poisson regression models that included clinical measures, self-reported race (black, non-Hispanic white, and other), and estimates of global genetic African ancestry in a subgroup (n = 760). RESULTS Twenty-four percent of 1840 subjects self-identified as black. Black and white subjects had common risk factors for exacerbations, including a history of 2 or more exacerbations in the previous year and FEV1 percent predicted values, whereas chronic sinusitis, allergic rhinitis, and gastroesophageal reflux disease were only associated with increased exacerbation risk in black subjects. In the combined multiethnic cohort, neither race (P = .30) nor percentage of genetic African ancestry as a continuous variable associated with exacerbation risk (adjusted rate ratio [RR], 1.26 [95% CI, 0.94-1.70; P = .13]; RR per 1-SD change [32% ancestry], 0.97 [95% CI, 0.78-1.19; P = .74]). However, in 161 black subjects with genetic data, those with African ancestry greater than the median (≥82%) had a significantly greater risk of exacerbation (RR, 3.06 [95% CI, 1.09-8.6; P = .03]). CONCLUSION Black subjects have unique risk factors for asthma exacerbations, of which global African genetic ancestry had the strongest effect.
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Affiliation(s)
- Nicole L Grossman
- Department of Internal Medicine, Division of Pulmonary and Critical Care, Lahey Hospital and Medical Center, Burlington, Mass
| | - Victor E Ortega
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC.
| | - Tonya S King
- Department of Public Health Sciences, Pennsylvania State University School of Medicine, Hershey, Pa
| | - Eugene R Bleecker
- Department of Medicine, Division of Genetics, Genomics, and Precision Medicine, University of Arizona College of Medicine, Tucson, Ariz
| | | | - Leonard B Bacharier
- Department of Pediatrics, Division of Allergy, Immunology, and Pulmonary Medicine, Washington University School of Medicine, St Louis, Mo
| | - Michael D Cabana
- Department of Pediatrics, University of California San Francisco, San Francisco, Calif
| | - Juan C Cardet
- Deparment of Internal Medicine, Divison of Allergy and Immunology, Morsani College of Medicine, University of South Florida, Tampa, Fla
| | - Tara F Carr
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, University of Arizona, Tucson, AZ
| | - Mario Castro
- Department of Internal Medicine, Division of Pulmonary Diseases and Critical Care Medicine, University of Kansas, Kansas City, Kan
| | - Loren C Denlinger
- Department of Medicine, University of Wisconsin School of Medicine, Madison, Wis
| | - Joshua L Denson
- Department of Medicine, Division of Pulmonary, Critical Care, and Sleep Medicine, National Jewish Health, Denver, Colo
| | - Nicolas Fandino
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Mass
| | | | - Gregory A Hawkins
- Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC
| | - Fernando Holguin
- Department of Medicine, University of Colorado Anschutz Medical Campus, Denver, Colo
| | - Jerry A Krishnan
- Department of Medicine, University of Illinois Hospital & Health Sciences System, Chicago, Ill
| | - Stephen C Lazarus
- Department of Medicine, University of California San Francisco, San Francisco, Calif
| | - Sharmilee M Nyenhuis
- Department of Medicine, University of Illinois Hospital & Health Sciences System, Chicago, Ill
| | - Wanda Phipatanakul
- Division of Pediatric Allergy and Immunology, Boston Children's Hospital, Harvard Medical School, Boston, Mass
| | - Sima K Ramratnam
- Department of Pediatrics, University of Wisconsin School of Medicine, Madison, Wis
| | - Sally Wenzel
- Department of Environmental and Occupational Health, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pa
| | - Stephen P Peters
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Deborah A Meyers
- Department of Medicine, Division of Genetics, Genomics, and Precision Medicine, University of Arizona College of Medicine, Tucson, Ariz
| | - Michael E Wechsler
- Department of Medicine, Division of Pulmonary, Critical Care, and Sleep Medicine, National Jewish Health, Denver, Colo
| | - Elliot Israel
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Mass
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Lee EY, Oh SS, White MJ, Eng CS, Elhawary JR, Borrell LN, Nuckton TJ, Zeiger AM, Keys KL, Mak ACY, Hu D, Huntsman S, Contreras MG, Samedy LA, Goddard PC, Salazar SL, Brigino-Buenaventura EN, Davis A, Meade KE, LeNoir MA, Lurmann FW, Burchard EG, Eisen EA, Balmes JR. Ambient air pollution, asthma drug response, and telomere length in African American youth. J Allergy Clin Immunol 2019; 144:839-845.e10. [PMID: 31247265 PMCID: PMC6938647 DOI: 10.1016/j.jaci.2019.06.009] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 06/07/2019] [Accepted: 06/14/2019] [Indexed: 01/01/2023]
Abstract
BACKGROUND Telomere length (TL) can serve as a potential biomarker for conditions associated with chronic oxidative stress and inflammation, such as asthma. Air pollution can induce oxidative stress. Understanding the relationship between TL, asthma, and air pollution is important for identifying risk factors contributing to unhealthy aging in children. OBJECTIVES We sought to investigate associations between exposures to ambient air pollutants and TL in African American children and adolescents and to examine whether African ancestry, asthma status, and steroid medication use alter the association. METHODS Linear regression was used to examine associations between absolute telomere length (aTL) and estimated annual average residential ozone (O3) and fine particulate matter with a diameter of 2.5 μm or less (PM2.5) exposures in a cross-sectional analysis of 1072 children in an existing asthma case-control study. African ancestry, asthma status, and use of steroid medications were examined as effect modifiers. RESULTS Participants' aTLs were measured by using quantitative PCR. A 1-ppb and 1 μg/m3 increase in annual average exposure to O3 and PM2.5 were associated with a decrease in aTL of 37.1 kilo-base pair (kb; 95% CI, -66.7 to -7.4 kb) and 57.1 kb (95% CI, -118.1 to 3.9 kb), respectively. African ancestry and asthma were not effect modifiers; however, exposure to steroid medications modified the relationships between TL and pollutants. Past-year exposure to O3 and PM2.5 was associated with shorter TLs in patients without steroid use. CONCLUSION Exposure to air pollution was associated with shorter TLs in nonasthmatic children and adolescents. This was not the case for asthmatic children as a group, but those receiving steroid medication had less shortening than those not using steroids. Reduced exposure to air pollution in childhood might help to preserve TL.
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Affiliation(s)
- Eunice Y Lee
- Department of Bioengineering & Therapeutic Sciences, University of California, San Francisco, Calif; Department of Medicine, University of California, San Francisco, Calif.
| | - Sam S Oh
- Department of Medicine, University of California, San Francisco, Calif
| | - Marquitta J White
- Department of Medicine, University of California, San Francisco, Calif
| | - Celeste S Eng
- Department of Medicine, University of California, San Francisco, Calif
| | | | - Luisa N Borrell
- Graduate School of Public Health & Health Policy, City University of New York, New York, NY
| | - Thomas J Nuckton
- Department of Medicine, University of California, San Francisco, Calif
| | - Andrew M Zeiger
- Department of Medicine, University of California, San Francisco, Calif
| | - Kevin L Keys
- Department of Medicine, University of California, San Francisco, Calif
| | - Angel C Y Mak
- Department of Medicine, University of California, San Francisco, Calif
| | - Donglei Hu
- Department of Medicine, University of California, San Francisco, Calif
| | - Scott Huntsman
- Department of Medicine, University of California, San Francisco, Calif
| | - Maria G Contreras
- Department of Medicine, University of California, San Francisco, Calif; San Francisco State University, San Francisco, Calif
| | - Lesly-Anne Samedy
- Department of Bioengineering & Therapeutic Sciences, University of California, San Francisco, Calif
| | - Pagé C Goddard
- Department of Medicine, University of California, San Francisco, Calif
| | - Sandra L Salazar
- Department of Medicine, University of California, San Francisco, Calif
| | | | - Adam Davis
- Children's Hospital and Research Center, Oakland, Calif
| | | | | | | | - Esteban G Burchard
- Department of Bioengineering & Therapeutic Sciences, University of California, San Francisco, Calif; Department of Medicine, University of California, San Francisco, Calif.
| | - Ellen A Eisen
- Environmental Health Sciences Division, School of Public Health, University of California, Berkeley, Calif.
| | - John R Balmes
- Department of Medicine, University of California, San Francisco, Calif; Environmental Health Sciences Division, School of Public Health, University of California, Berkeley, Calif.
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Luo X, Yang C, Wei Y. Detection of cell-type-specific risk-CpG sites in epigenome-wide association studies. Nat Commun 2019; 10:3113. [PMID: 31308366 PMCID: PMC6629651 DOI: 10.1038/s41467-019-10864-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 06/06/2019] [Indexed: 02/06/2023] Open
Abstract
In epigenome-wide association studies, the measured signals for each sample are a mixture of methylation profiles from different cell types. Current approaches to the association detection claim whether a cytosine-phosphate-guanine (CpG) site is associated with the phenotype or not at aggregate level and can suffer from low statistical power. Here, we propose a statistical method, HIgh REsolution (HIRE), which not only improves the power of association detection at aggregate level as compared to the existing methods but also enables the detection of risk-CpG sites for individual cell types. Cellular heterogeneity is one of the major confounding factors in EWAS studies. Here the authors present a statistical method, HIgh REsolution (HIRE), which enables the detection of risk-CpG sites for individual cell types.
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Affiliation(s)
- Xiangyu Luo
- Institute of Statistics and Big Data, Renmin University of China, 100872, Beijing, China.,Department of Statistics, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Can Yang
- Department of Mathematics, The Hong Kong University of Science and Technology, Hong Kong SAR, China.
| | - Yingying Wei
- Department of Statistics, The Chinese University of Hong Kong, Hong Kong SAR, China.
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Hernandez-Pacheco N, Farzan N, Francis B, Karimi L, Repnik K, Vijverberg SJ, Soares P, Schieck M, Gorenjak M, Forno E, Eng C, Oh SS, Pérez-Méndez L, Berce V, Tavendale R, Samedy LA, Hunstman S, Hu D, Meade K, Farber HJ, Avila PC, Serebrisky D, Thyne SM, Brigino-Buenaventura E, Rodriguez-Cintron W, Sen S, Kumar R, Lenoir M, Rodriguez-Santana JR, Celedón JC, Mukhopadhyay S, Potočnik U, Pirmohamed M, Verhamme KM, Kabesch M, Palmer CNA, Hawcutt DB, Flores C, Maitland-van der Zee AH, Burchard EG, Pino-Yanes M. Genome-wide association study of inhaled corticosteroid response in admixed children with asthma. Clin Exp Allergy 2019; 49:789-798. [PMID: 30697902 DOI: 10.1111/cea.13354] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Revised: 11/30/2018] [Accepted: 12/29/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND Inhaled corticosteroids (ICS) are the most widely prescribed and effective medication to control asthma symptoms and exacerbations. However, many children still have asthma exacerbations despite treatment, particularly in admixed populations, such as Puerto Ricans and African Americans. A few genome-wide association studies (GWAS) have been performed in European and Asian populations, and they have demonstrated the importance of the genetic component in ICS response. OBJECTIVE We aimed to identify genetic variants associated with asthma exacerbations in admixed children treated with ICS and to validate previous GWAS findings. METHODS A meta-analysis of two GWAS of asthma exacerbations was performed in 1347 admixed children treated with ICS (Hispanics/Latinos and African Americans), analysing 8.7 million genetic variants. Those with P ≤ 5 × 10-6 were followed up for replication in 1697 asthmatic patients from six European studies. Associations of ICS response described in published GWAS were followed up for replication in the admixed populations. RESULTS A total of 15 independent variants were suggestively associated with asthma exacerbations in admixed populations (P ≤ 5 × 10-6 ). One of them, located in the intergenic region of APOBEC3B and APOBEC3C, showed evidence of replication in Europeans (rs5995653, P = 7.52 × 10-3 ) and was also associated with change in lung function after treatment with ICS (P = 4.91 × 10-3 ). Additionally, the reported association of the L3MBTL4-ARHGAP28 genomic region was confirmed in admixed populations, although a different variant was identified. CONCLUSIONS AND CLINICAL RELEVANCE This study revealed the novel association of APOBEC3B and APOBEC3C with asthma exacerbations in children treated with ICS and replicated previously identified genomic regions. This contributes to the current knowledge about the multiple genetic markers determining responsiveness to ICS which could lead in the future the clinical identification of those asthma patients who are not able to respond to such treatment.
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Affiliation(s)
- Natalia Hernandez-Pacheco
- Research Unit, Hospital Universitario N.S. de Candelaria, Universidad de La Laguna, San Cristóbal de La Laguna, Spain.,Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain
| | - Niloufar Farzan
- Department of Respiratory Medicine, Academic Medical Center (AMC), University of Amsterdam, Amsterdam, Netherlands.,Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht University, Utrecht, Netherlands
| | - Ben Francis
- Department of Women's and Children's Health, University of Liverpool, Liverpool, UK
| | - Leila Karimi
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Katja Repnik
- Center for Human Molecular Genetics and Pharmacogenomics, Faculty of Medicine, University of Maribor, Maribor, Slovenia.,Laboratory for Biochemistry, Molecular Biology and Genomics, Faculty for Chemistry and Chemical Engineering, University of Maribor, Maribor, Slovenia
| | - Susanne J Vijverberg
- Department of Respiratory Medicine, Academic Medical Center (AMC), University of Amsterdam, Amsterdam, Netherlands.,Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht University, Utrecht, Netherlands
| | - Patricia Soares
- Academic Department of Paediatrics, Brighton and Sussex Medical School, Royal Alexandra Children's Hospital, Brighton, UK
| | - Maximilian Schieck
- Department of Pediatric Pneumology and Allergy, University Children's Hospital Regensburg (KUNO), Regensburg, Germany.,Department of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Mario Gorenjak
- Center for Human Molecular Genetics and Pharmacogenomics, Faculty of Medicine, University of Maribor, Maribor, Slovenia
| | - Erick Forno
- Division of Pediatric Pulmonary Medicine, Children's Hospital of Pittsburgh of the University of Pittsburgh, Medical Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Celeste Eng
- Department of Medicine, University of California, San Francisco, California
| | - Sam S Oh
- Department of Medicine, University of California, San Francisco, California
| | - Lina Pérez-Méndez
- Department of Clinic Epidemiology and Biostatistics, Research Unit, Hospital Universitario N.S. de Candelaria, Gerencia de Atención Primaria, Santa Cruz de Tenerife, Spain.,CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain
| | - Vojko Berce
- Center for Human Molecular Genetics and Pharmacogenomics, Faculty of Medicine, University of Maribor, Maribor, Slovenia.,Department of Pediatrics, University Medical Centre Maribor, Maribor, Slovenia
| | - Roger Tavendale
- Population Pharmacogenetics Group, Biomedical Research Institute, Ninewells Hospital and Medical School, University of Dundee, Dundee, UK
| | - Lesly-Anne Samedy
- Department of Medicine, University of California, San Francisco, California.,Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California
| | - Scott Hunstman
- Department of Medicine, University of California, San Francisco, California
| | - Donglei Hu
- Department of Medicine, University of California, San Francisco, California
| | - Kelley Meade
- Children's Hospital and Research Center Oakland, Oakland, California
| | - Harold J Farber
- Department of Pediatrics, Section of Pulmonology, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas
| | - Pedro C Avila
- Department of Medicine, Northwestern University, Chicago, Illinois.,Allergy & ENT Associates, The Woodland, Texas
| | | | - Shannon M Thyne
- Department of Pediatrics, University of California, San Francisco, California
| | | | | | - Saunak Sen
- University of Tennessee Health Science Center, Memphis, Tennessee
| | - Rajesh Kumar
- Feinberg School of Medicine's Division of Allergy and Immunology, Northwestern University, Chicago, Illinois.,Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | | | | | - Juan C Celedón
- Division of Pediatric Pulmonary Medicine, Children's Hospital of Pittsburgh of the University of Pittsburgh, Medical Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Somnath Mukhopadhyay
- Academic Department of Paediatrics, Brighton and Sussex Medical School, Royal Alexandra Children's Hospital, Brighton, UK.,Population Pharmacogenetics Group, Biomedical Research Institute, Ninewells Hospital and Medical School, University of Dundee, Dundee, UK
| | - Uroš Potočnik
- Center for Human Molecular Genetics and Pharmacogenomics, Faculty of Medicine, University of Maribor, Maribor, Slovenia.,Laboratory for Biochemistry, Molecular Biology and Genomics, Faculty for Chemistry and Chemical Engineering, University of Maribor, Maribor, Slovenia
| | - Munir Pirmohamed
- Department of Molecular and Clinical Pharmacology, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - Katia M Verhamme
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Michael Kabesch
- Department of Pediatric Pneumology and Allergy, University Children's Hospital Regensburg (KUNO), Regensburg, Germany
| | - Colin N A Palmer
- Population Pharmacogenetics Group, Biomedical Research Institute, Ninewells Hospital and Medical School, University of Dundee, Dundee, UK
| | - Daniel B Hawcutt
- Department of Women's and Children's Health, University of Liverpool, Liverpool, UK.,Alder Hey Children's Hospital, Liverpool, UK
| | - Carlos Flores
- Research Unit, Hospital Universitario N.S. de Candelaria, Universidad de La Laguna, San Cristóbal de La Laguna, Spain.,CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain.,Genomics Division, Instituto Tecnológico y de Energías Renovables (ITER), Santa Cruz de Tenerife, Spain
| | - Anke H Maitland-van der Zee
- Department of Respiratory Medicine, Academic Medical Center (AMC), University of Amsterdam, Amsterdam, Netherlands.,Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht University, Utrecht, Netherlands.,Department of Pediatric Respiratory Medicine and Allergy, Emma's Children Hospital, Academic Medical Center (AMC), University of Amsterdam, Amsterdam, Netherlands
| | - Esteban G Burchard
- Department of Medicine, University of California, San Francisco, California.,Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California
| | - Maria Pino-Yanes
- Research Unit, Hospital Universitario N.S. de Candelaria, Universidad de La Laguna, San Cristóbal de La Laguna, Spain.,Genomics and Health Group, Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain.,CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain
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50
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da Silva TM, Fiaccone RL, Kehdy FSG, Tarazona-Santos E, Rodrigues LC, Costa GNO, Figueiredo CA, Dos Santos DN, Feitosa CA, Fattore GL, Santos LM, Alcantara-Neves NM, Cruz ÁA, Barreto ML. African biogeographical ancestry, atopic and non-atopic asthma and atopy: A study in Latin American children. Pediatr Pulmonol 2019; 54:125-132. [PMID: 30548437 DOI: 10.1002/ppul.24213] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Accepted: 11/03/2018] [Indexed: 11/06/2022]
Abstract
BACKGROUND Genetic variants underlying African ancestry have been suggested be implicated in the ethnic-racial inequalities reported for asthma and allergies. OBJECTIVES To investigate the association between individual African ancestry and asthma symptoms, atopic and non-atopic asthma, and atopy in children. METHODS A cross-sectional study encompassing 1190 individuals was conducted. African biogeographic ancestry was estimated using 370 539 genome-wide SNPs. Serum levels of specific IgE were measured, and skin prick test (SPT) performed for the most common local aeroallergens. Information on asthma symptoms was obtained by applying the International Study of Allergy and Asthma in Childhood questionnaire. The associations between the proportion of individual African ancestry and the outcomes investigated were analyzed through multivariate models adjusted for socio-environmental variables, infections markers, and psychosocial factors. RESULTS Each 20% increase in the proportion of African ancestry was negatively associated with SPT reactivity (OR: 0.79, 95%CI: 0.66-0.96) and positively associated with asthma symptoms in non-atopic individuals (OR: 1.40, 95%CI: 1.03-1.89). We estimated that socioeconomic status and number of infections mediated 28.4% of the effect of African ancestry on SPT reactivity, while 20.2% of the effect on non-atopic asthma was explained by socioeconomic status and behavioral problems in children. CONCLUSIONS The negative association observed between African ancestry and atopy is most probably explained by unobserved environmental or social factors that covariate with ancestry. For non-atopic asthma, in turn, putative genetic variants of risk underlying African ancestry may play some role.
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Affiliation(s)
- Thiago M da Silva
- Institute of Collective Health, Federal University of Bahia, Salvador, Bahia, Brazil.,Departamento de Ciências Biológicas, Universidade Estadual do Sudoeste da Bahia, Jequié, Bahia, Brazil
| | - Rosemeire L Fiaccone
- Departamento de Estatística, Instituto de Matemática, Universidade Federal da Bahia, Salvador, Bahia, Brazil.,Center of Data and Knowledge Integration for Health, Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
| | - Fernanda S G Kehdy
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de, Janeiro, Brazil
| | - Eduardo Tarazona-Santos
- Departamento de Biologia Geral, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Laura C Rodrigues
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Gustavo N O Costa
- Institute of Collective Health, Federal University of Bahia, Salvador, Bahia, Brazil.,Center of Data and Knowledge Integration for Health, Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
| | - Camila A Figueiredo
- Instituto de Ciências da Saúde, Universidade Federal da Bahia, Salvador, Bahia, Brazil
| | - Darci N Dos Santos
- Institute of Collective Health, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Caroline A Feitosa
- Institute of Collective Health, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Gisel L Fattore
- Institute of Collective Health, Federal University of Bahia, Salvador, Bahia, Brazil.,Departamento de Salud Comunitaria, Universidad Nacional de Lanús, Buenos Aires, Argentina
| | - Leticia M Santos
- Institute of Collective Health, Federal University of Bahia, Salvador, Bahia, Brazil
| | | | - Álvaro A Cruz
- ProAR-Center of Excellence in Asthma, Federal University of Bahia School of Medicine, Salvador, Brazil
| | - Maurício L Barreto
- Institute of Collective Health, Federal University of Bahia, Salvador, Bahia, Brazil.,Center of Data and Knowledge Integration for Health, Instituto Gonçalo Muniz, Fundação Osvaldo Cruz, Salvador, Brazil
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