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Afshar M, Wu D, Durazo-Arvizu R, Aguilar FG, Kalhan R, Davis SM, Kaplan R, Klein OL, Mende EP, Pattany MS, Daviglus ML. Association of Serum Lipids and Obstructive Lung Disease in Hispanic/Latino Adults of Diverse Backgrounds. ACTA ACUST UNITED AC 2017; 7. [PMID: 28966879 PMCID: PMC5619869 DOI: 10.4172/2161-105x.1000419] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Rationale Substantial variation in the prevalences of obstructive lung disease exist between Hispanic/Latino heritage groups. Experimental studies have posited biological mechanisms linking serum lipids and lipid-lowering medications with obstructive lung disease. The aim of this study is to examine the associations of serum lipid levels with the prevalences of asthma and chronic obstructive pulmonary disease in the Hispanic Community Health Study/Study of Latinos and how these associations vary by Hispanic/Latino heritage group. Methods The Hispanic Community Health Study/Study of Latinos is a population-based probability sample of 16,415 self-identified Hispanic/Latino persons aged 18–74 years recruited between 2008 and 2011 from randomly selected households in four US field centers. The baseline clinical examination included comprehensive biological testing (fasting serum lipid levels), behavioral and socio-demographic assessments, medication inventory including inhalers, and respiratory data including questionnaires for asthma and standardized spirometry with post-bronchodilator measures for identification of obstructive lung disease. Measurements and main results Hispanic/Latinos with current asthma had lower age- and statin-use-adjusted mean serum total cholesterol, low-density lipoprotein cholesterol, and triglyceride levels than their non-asthmatic counterparts. In analysis adjusted for age plus gender, ethnicity, cigarette smoking, alcohol intake, body mass index, lipid/cholesterol-lowering medications, age at immigration, health insurance status, and use of oral corticosteroids, increasing serum levels of total cholesterol and low-density lipoprotein cholesterol were associated with lower odds of current asthma in the estimated population. Unlike asthma, Hispanic/Latinos with chronic obstructive pulmonary disease had lower mean high-density lipoprotein than their non- chronic obstructive pulmonary disease counterparts. In the fully adjusted analysis no significant associations were found between lipid levels and prevalent chronic obstructive pulmonary disease. Conclusions We showed a modest inverse relationship between serum lipid levels and current asthma. These results highlight some important differences in Hispanics/Latinos and certain serum lipids may be factors or markers of obstructive lung disease.
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Affiliation(s)
- Majid Afshar
- Division of Pulmonary and Critical Care, Loyola University Stritch School of Medicine
| | - Donghong Wu
- Institute for Minority Health Research, University of Illinois at Chicago
| | - Ramon Durazo-Arvizu
- Department of Public Health Sciences, Loyola University Stritch School of Medicine
| | - Frank G Aguilar
- Department of Medicine, University of Illinois at Chicago College of Medicine
| | - Ravi Kalhan
- Division of Pulmonary and Critical Care, Northwestern Feinberg School of Medicine
| | - Sonia M Davis
- Department of Biostatistics, University of North Carolina Chapel Hill
| | - Robert Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine
| | - Oana L Klein
- Department of Medicine, University of California San Francisco School of Medicine
| | - Eliana P Mende
- Division of Pulmonary and Critical Care, University of Miami School of Medicine
| | - Maria S Pattany
- Division of Pulmonary and Critical Care, University of Miami Behavioral Medicine Research Center
| | - Martha L Daviglus
- Institute for Minority Health Research, University of Illinois at Chicago
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What Ancestry Can Tell Us About the Genetic Origins of Inter-Ethnic Differences in Asthma Expression. Curr Allergy Asthma Rep 2017; 16:53. [PMID: 27393700 DOI: 10.1007/s11882-016-0635-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Differences in asthma prevalence have been described across different populations, suggesting that genetic ancestry can play an important role in this disease. In fact, several studies have demonstrated an association between African ancestry with increased asthma susceptibility and severity, higher immunoglobulin E levels, and lower lung function. In contrast, Native American ancestry has been shown to have a protective role for this disease. Genome-wide association studies have allowed the identification of population-specific genetic variants with varying allele frequency among populations. Additionally, the correlation of genetic ancestry at the chromosomal level with asthma and related traits by means of admixture mapping has revealed regions of the genome where ancestry is correlated with the disease. In this review, we discuss the evidence supporting the association of genetic ancestry with asthma susceptibility and asthma-related traits, and highlight the regions of the genome harboring ancestry-specific genetic risk factors.
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Leigh JA, Kaplan RC, Swett K, Balfour P, Kansal MM, Talavera GA, Perreira K, Blaha MJ, Benjamin EJ, Robertson R, Bhartnagar A, Rodriguez CJ. Smoking intensity and duration is associated with cardiac structure and function: the ECHOcardiographic Study of Hispanics/Latinos. Open Heart 2017; 4:e000614. [PMID: 28761681 PMCID: PMC5515129 DOI: 10.1136/openhrt-2017-000614] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Revised: 03/07/2017] [Accepted: 03/29/2017] [Indexed: 11/16/2022] Open
Abstract
Objective Cardiovascular disease is the leading cause of death in smokers and this relationship is complicated by the multiplicity of cardiovascular effects of smoking. However, the relationship between intensity and duration of cigarette smoking and echocardiographic measures of right and left ventricular structure and function has been poorly studied. Methods We examined ECHO-SOL (Echocardiographic Study of Hispanics/Latinos) participants, a subset of the Hispanic Community Health Study/Study of Latinos. Participants were administered a detailed tobacco exposure questionnaire and a comprehensive echocardiography exam. Multivariable linear regression models (adjusted for age, sex, obesity, hypertension and diabetes statuses) were performed using sampling weights. Statistical significance was defined at p<0.01. Results There were 1818 ECHO-SOL participants (57.4% women, mean age 56.4 years). Among current smokers (n=304), increased duration of smoking, as measured by a younger age of smoking initiation, was significantly associated with higher mean left ventricular mass (LVM) and lower right ventricular (RV) function (lower right ventricular stroke volumes). More cigarettes smoked per day was significantly associated with higher mean LVM, worse diastolic function (higher E/e′ ratio), worse LV geometry (increased relative wall thickness) and worse RV function (decreasing right ventricular stroke volume). Among current smokers, higher mean lifetime pack-years (a combined measure of smoking intensity and duration) was associated with higher LVM, worse LV geometry, worse diastolic function, greater RV dilatation and worse RV function. Conclusions There is a dose–response relationship between intensity and duration of cigarette tobacco smoking with unfavourable changes of multiple measures of right-sided and left-sided cardiac structure and function.
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Affiliation(s)
- J Adam Leigh
- Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | | | - Katrina Swett
- Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Pelbreton Balfour
- University of Virginia Health System, Charlottesville, Virginia, USA
| | | | | | - Krista Perreira
- University of North Carolina, Chapel Hill, North Carolina, USA
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Jerschow E, Strizich G, Xue X, Hudes G, Spivack S, Persky V, Ayala GX, Delamater A, Kim Y, Etzel E, Cai J, Kaplan RC. Effect of Relocation to the U.S. on Asthma Risk Among Hispanics. Am J Prev Med 2017; 52:579-588. [PMID: 28162842 PMCID: PMC5401659 DOI: 10.1016/j.amepre.2016.12.018] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2016] [Revised: 11/03/2016] [Accepted: 12/14/2016] [Indexed: 11/22/2022]
Abstract
INTRODUCTION Asthma prevalence is reportedly higher among U.S.-born relative to foreign-born Hispanics/Latinos. Little is known about rates of asthma onset before and after relocation to the U.S. in Latinos. Asthma rates were examined by U.S. residence and country/territory of origin. METHODS In 2015-2016, age at first onset of asthma symptoms was analyzed, defined retrospectively from a cross-sectional survey in 2008-2011, in relation to birthplace and U.S. residence among 15,573 U.S.-dwelling participants (aged 18-76 years) in the Hispanic Community Health Study/Study of Latinos. RESULTS Cumulative incidence of asthma through age 30 years ranged from 7.9% among Mexican background individuals to 29.4% among those of Puerto Rican background. Among those born outside the U.S. mainland, the adjusted hazard for asthma was 1.52-fold higher (95% CI=1.25, 1.85) after relocation versus before relocation to the U.S. mainland, with heterogeneity in this association by Hispanic/Latino background (p-interaction<0.0001). Among foreign-born Dominicans and Mexicans, rates of asthma were greater after relocation versus before relocation (adjusted hazard ratio [AHR] for after versus before relocation, 2.42, 95% CI=1.44, 4.05 among Dominicans; AHR=2.90, 95% CI=2.02, 4.16 among Mexicans). Puerto Ricans had modestly increased asthma onset associated with U.S. mainland residence (AHR=1.52, 95% CI=1.06, 2.17). No similar increase associated with U.S. residence was observed among Central/South American immigrants (AHR=0.94, 95% CI=0.53, 1.67). Asthma rates among Cuban immigrants were lower after relocation (AHR=0.45, 95% CI=0.24, 0.82). CONCLUSIONS The effect of relocation to the U.S. on asthma risk among Hispanics is not uniform across Hispanic/Latino groups.
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Affiliation(s)
- Elina Jerschow
- Department of Medicine, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York.
| | - Garrett Strizich
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Xiaonan Xue
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Golda Hudes
- Department of Medicine, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York
| | - Simon Spivack
- Department of Medicine, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York; Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Victoria Persky
- Department of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago, Chicago, Illinois
| | - Guadalupe X Ayala
- College of Health and Human Services and the Institute for Behavioral and Community Health, San Diego State University, San Diego, California
| | - Alan Delamater
- Department of Pediatrics, University of Miami, Miami, Florida
| | - Youngmee Kim
- Department of Psychology, University of Miami, Coral Gables, Florida
| | - Erin Etzel
- Department of Psychology, University of Miami, Coral Gables, Florida
| | - Jianwen Cai
- Collaborative Studies Coordinating Center, Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina
| | - Robert C Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
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Quezada WA, Whippo BA, Jellen PA, Leidy NK, Mannino DM, Kim KJ, Han MK, Houfek JF, Make B, Malley KG, Meldrum CA, Rennard SI, Yawn BP, Martinez FJ, Thomashow BM. How Well Does CAPTURE Translate?: An Exploratory Analysis of a COPD Case-Finding Method for Spanish-Speaking Patients. Chest 2017; 152:761-770. [PMID: 28414029 DOI: 10.1016/j.chest.2017.03.047] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2016] [Revised: 01/31/2017] [Accepted: 03/27/2017] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND This study tested the properties of a Spanish translation of CAPTURE (COPD Assessment in Primary Care To Identify Undiagnosed Respiratory Disease and Exacerbation Risk) with selective use of peak expiratory flow (PEF). METHODS This study comprised analyses of data from the Spanish-speaking cohort of the cross-sectional, case-control study used to develop CAPTURE. Translation procedures included forward and backward translation, reconciliation, and cognitive interviewing to assure linguistic and cultural equivalence, yielding CAPTURE-S. Spanish-speaking participants were recruited through one center and designated as case subjects (clinically significant COPD: FEV1 ≤ 60% predicted and/or at risk of COPD exacerbation) or control subjects (no or mild COPD). Subjects completed a questionnaire booklet that included 44 candidate items, the COPD Assessment Test (CAT), and the modified Medical Research Council (mMRC) dyspnea question. PEF and spirometry were also performed. RESULTS The study included 30 participants (17 case subjects and 13 control subjects). Their mean (± SD) age was 62.6 (11.49) years, and 33% were male. CAPTURE-S scores were significantly correlated with PEF (r = -0.78), the FEV1/FVC ratio (r = -0.74), FEV1 (r = -0.69), FEV1 % predicted (r = -0.69), the CAT score (r = 0.70), and the mMRC dyspnea question (r = 0.59) (P < .0001), with significantly higher scores in case subjects than in control subjects (t = 6.16; P < .0001). PEF significantly correlated with FEV1 (r = 0.89), FEV1 % predicted (r = 0.79), and the FEV1/FVC ratio (r = 0.75) (P < .0001), with significantly lower PEF in case subjects than in control subjects (t = 5.08; P < .0001). CAPTURE-S score + PEF differentiated case subjects and control subjects with a sensitivity of 88.2% and a specificity of 92.3%. CONCLUSIONS CAPTURE-S with selective use of PEF seems to be useful for identifying Spanish-speaking patients in need of diagnostic evaluation for clinically significant COPD who may benefit from initiation of COPD treatment. TRIAL REGISTRY ClinicalTrials.gov; No.: NCT01880177; URL: www.clinicaltrials.gov.
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Affiliation(s)
| | - Beth A Whippo
- NewYork-Presbyterian Hospital/Columbia University Medical Center, New York, NY
| | - Patricia A Jellen
- NewYork-Presbyterian Hospital/Columbia University Medical Center, New York, NY
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Rastogi D, Jung M, Strizich G, Shaw PA, Davis SM, Klein OL, Penedo FJ, Ries AL, Daviglus ML, Moreiras JJ, Salathe MA, Celedón JC, Isasi CR, Kaplan RC. Association of systemic inflammation, adiposity, and metabolic dysregulation with asthma burden among Hispanic adults. Respir Med 2017; 125:72-81. [PMID: 28340865 DOI: 10.1016/j.rmed.2017.03.003] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Revised: 02/28/2017] [Accepted: 03/02/2017] [Indexed: 12/29/2022]
Abstract
RATIONALE Obesity-related asthma is associated with higher disease burden than normal-weight asthma among Hispanics. Adiposity, metabolic dysregulation, and inflammation are all implicated in pathogenesis of obesity-related asthma, but their independent contributions are poorly understood. OBJECTIVE To examine the independent contributions of body fat distribution, metabolic abnormalities and inflammation on asthma symptoms and pulmonary function among Hispanics. METHODS Participants of the Hispanic Community Health Study/Study of Latinos with doctor-diagnosed asthma who completed an asthma symptom questionnaire and performed a valid spirometry were included in the analysis (n = 1126). Multivariate analysis was used to examine the independent association of general adiposity (assessed using body mass index), truncal adiposity (assessed by waist circumference), metabolic dysregulation (presence of insulin resistance and low HDL) and inflammation (high-sensitivity C-Reactive Protein≥3 mg/L) with reported asthma symptoms or pulmonary function measures (FEV1, and FVC) while adjusting for demographic and clinical covariates. RESULTS Of the 1126 participants, 334 (29.5%) were overweight, and 648 (57.8%) were obese. FEV1 and FVC were lower in obese compared to normal-weight asthmatics. In analyses controlling for metabolic and adiposity factors, high hs-CRP (>7 mg/L) was associated with more symptoms (prevalence-ratio 1.27 (95%CI 1.05, 1.54), and lower FVC (β -138 ml (95%CI -27 ml, -249 ml)) and FEV1 (β -155 ml (95% CI -38 ml, -272 ml). Low HDL was also associated with lower FVC (β -111 ml (-22 ml, -201 ml) and FEV1 (β -100 ml (-12 ml, -188 ml)). Results were similar in men and women. CONCLUSIONS Our findings suggest that hs-CRP and low HDL, rather than general and truncal adiposity, are associated with asthma burden among overweight and obese Hispanic adults.
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Affiliation(s)
- Deepa Rastogi
- Albert Einstein College of Medicine, Bronx, NY, United States.
| | - Molly Jung
- Albert Einstein College of Medicine, Bronx, NY, United States
| | | | - Pamela A Shaw
- University of Pennsylvania, Philadelphia, PA, United States
| | - Sonia M Davis
- University of North Carolina, Chapel Hill, NC, United States
| | - Oana L Klein
- University of California, San Francisco, CA, United States
| | | | - Andrew L Ries
- University of California, San Diego, CA, United States
| | | | | | | | | | - Carmen R Isasi
- Albert Einstein College of Medicine, Bronx, NY, United States
| | - Robert C Kaplan
- Albert Einstein College of Medicine, Bronx, NY, United States
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Holguin F, Moughrabieh MA, Ojeda V, Patel SR, Peyrani P, Pinedo M, Celedón JC, Douglas IS, Upson DJ, Roman J. Respiratory Health in Migrant Populations: A Crisis Overlooked. Ann Am Thorac Soc 2017; 14:153-159. [PMID: 28146384 PMCID: PMC5427732 DOI: 10.1513/annalsats.201608-592ps] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2016] [Accepted: 11/02/2016] [Indexed: 01/04/2023] Open
Abstract
The crisis in the Middle East has raised awareness about the challenges encountered by migrant populations, in particular, health-care access and delivery. Similar challenges are encountered by migrant populations around the world, including those entering the United States as refugees and/or survivors of torture as well as Mexicans and other Latin Americans crossing the border. During the 2016 International American Thoracic Society Meeting held in San Francisco, California, a group of researchers and health-care providers discussed these challenges at a minisymposium devoted to the respiratory health of migrants. The discussion focused on the increased incidence of airway diseases among individuals migrating to more developed countries, the problems created by sleep disorders and their implications for cardiovascular and mental health, the challenges inherent in the control of infections in refugee populations, and the problems resulting from deportation. The group also discussed the potential impact of novel strategies made available by Internet-based technologies and how these strategies could be deployed to support worldwide efforts in assisting migrants and refugees, even in countries that find themselves in the direst circumstances. These presentations are summarized in this document, which is not meant to be exhaustive, but to improve awareness about the challenges confronted by migrants and their host nations regarding respiratory health-care access and delivery, and about the need for adequate investment of resources to better define these challenges through research and for the development of efficient strategies for intervention.
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Affiliation(s)
- Fernando Holguin
- Pulmonary Sciences, Department of Medicine, University of Colorado, Denver, Colorado
| | - M. Anas Moughrabieh
- Division of Pulmonary and Critical Care, Department of Medicine, Wayne State University, Detroit, Michigan
| | - Victoria Ojeda
- Division of Global Public Health, Department of Medicine, University of California, San Diego, San Diego, California
| | - Sanjay R. Patel
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Paula Peyrani
- Division of Infectious Diseases, Department of Medicine, University of Louisville Health Sciences Center, Louisville, Kentucky
| | - Miguel Pinedo
- Alcohol Research Group, University of California, Berkeley, Berkeley, California
| | - Juan C. Celedón
- Division of Pulmonary Medicine, Allergy and Immunology, Department of Pediatrics, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Ivor S. Douglas
- Division of Pulmonary and Critical Care, Department of Medicine, Denver Health Medical Center, University of Colorado, and Anschutz Medical Center, Denver, Colorado
| | - Dona J. Upson
- Division of Pulmonary and Critical Care, Department of Medicine, New Mexico Veterans Affairs Health Care Services, Albuquerque, New Mexico; and
| | - Jesse Roman
- Division of Pulmonary, Critical Care, and Sleep Disorders, Department of Medicine and Department of Pharmacology, University of Louisville Health Sciences Center and Robley Rex Veterans Affairs Medical Center, Louisville, Kentucky
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Galanter JM, Gignoux CR, Oh SS, Torgerson D, Pino-Yanes M, Thakur N, Eng C, Hu D, Huntsman S, Farber HJ, Avila PC, Brigino-Buenaventura E, LeNoir MA, Meade K, Serebrisky D, Rodríguez-Cintrón W, Kumar R, Rodríguez-Santana JR, Seibold MA, Borrell LN, Burchard EG, Zaitlen N. Differential methylation between ethnic sub-groups reflects the effect of genetic ancestry and environmental exposures. eLife 2017; 6:e20532. [PMID: 28044981 PMCID: PMC5207770 DOI: 10.7554/elife.20532] [Citation(s) in RCA: 140] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Accepted: 11/23/2016] [Indexed: 12/19/2022] Open
Abstract
Populations are often divided categorically into distinct racial/ethnic groups based on social rather than biological constructs. Genetic ancestry has been suggested as an alternative to this categorization. Herein, we typed over 450,000 CpG sites in whole blood of 573 individuals of diverse Hispanic origin who also had high-density genotype data. We found that both self-identified ethnicity and genetically determined ancestry were each significantly associated with methylation levels at 916 and 194 CpGs, respectively, and that shared genomic ancestry accounted for a median of 75.7% (IQR 45.8% to 92%) of the variance in methylation associated with ethnicity. There was a significant enrichment (p=4.2×10-64) of ethnicity-associated sites amongst loci previously associated environmental exposures, particularly maternal smoking during pregnancy. We conclude that differential methylation between ethnic groups is partially explained by the shared genetic ancestry but that environmental factors not captured by ancestry significantly contribute to variation in methylation.
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Affiliation(s)
- Joshua M Galanter
- Department of Medicine, University of California, San Francisco, United States
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, United States
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, United States
| | | | - Sam S Oh
- Department of Medicine, University of California, San Francisco, United States
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, United States
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, United States
| | - Dara Torgerson
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, United States
| | - Maria Pino-Yanes
- Hospital Universitario Nuestra Señora de Candelaria, Tenerife, Spain
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain
| | - Neeta Thakur
- Department of Medicine, University of California, San Francisco, United States
| | - Celeste Eng
- Department of Medicine, University of California, San Francisco, United States
| | - Donglei Hu
- Department of Medicine, University of California, San Francisco, United States
| | - Scott Huntsman
- Department of Medicine, University of California, San Francisco, United States
| | - Harold J Farber
- Department of Pediatrics, Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas
| | - Pedro C Avila
- Division of Allergy and Immunology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | | | | | - Kelly Meade
- Department of Pediatrics, Children’s Hospital and Research Center, Oakland, United States
| | | | | | - Rajesh Kumar
- Division of Allergy and Immunology, The Ann and Robert H Lurie Children’s Hospital of Chicago, Chicago, United States
| | | | - Max A Seibold
- Center for Genes, Environment, and Health, Department of Pediatrics, National Jewish Health, Denver, United States
| | - Luisa N Borrell
- Graduate School of Public Health and Health Policy, City University of New York, New York, United States
| | - Esteban G Burchard
- Department of Medicine, University of California, San Francisco, United States
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, United States
| | - Noah Zaitlen
- Department of Medicine, University of California, San Francisco, United States
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Carr TF, Beamer PI, Rothers J, Stern DA, Gerald LB, Rosales CB, Van Horne YO, Pivniouk ON, Vercelli D, Halonen M, Gameros M, Martinez FD, Wright AL. Prevalence of Asthma in School Children on the Arizona-Sonora Border. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. IN PRACTICE 2017; 5:114-120.e2. [PMID: 27544711 PMCID: PMC5222738 DOI: 10.1016/j.jaip.2016.07.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Revised: 06/29/2016] [Accepted: 07/01/2016] [Indexed: 01/21/2023]
Abstract
BACKGROUND Mexican-born children living in the United States have a lower prevalence of asthma than other US children. Although children of Mexican descent near the Arizona (AZ)-Sonora border are genetically similar, differences in environmental exposures might result in differences in asthma prevalence across this region. OBJECTIVE The objective of this study was to determine if the prevalence of asthma and wheeze in these children varies across the AZ-Sonora border. METHODS The International Study of Asthma and Allergy in Children written and video questionnaires were administered to 1753 adolescents from 5 middle schools: Tucson (school A), Nogales, AZ (schools B, C), and Nogales, Sonora, Mexico (schools D, E). The prevalence of asthma and symptoms was compared, with analyses in the AZ schools limited to self-identified Mexican American students. RESULTS Compared with the Sonoran reference school E, the adjusted odds ratio (OR) for asthma was significantly higher in US schools A (OR 4.89, 95% confidence interval [CI] 2.72-8.80), B (OR 3.47, 95% CI 1.88-6.42), and C (OR 4.12, 95% CI 1.78-9.60). The adjusted OR for wheeze in the past year was significantly higher in schools A (OR 2.19, 95% CI 1.20-4.01) and B (OR 2.67, 95% CI 1.42-5.01) on the written questionnaire and significantly higher in A (OR 2.13, 95% CI 1.22-3.75), B (OR 1.95, 95% CI 1.07-3.53), and Sonoran school D (OR 2.34, 95% CI 1.28-4.30) on the video questionnaire compared with school E. CONCLUSIONS Asthma and wheeze prevalence differed significantly between schools and was higher in the United States. Environmental factors that may account for these differences could provide insight into mechanisms of protection from asthma.
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Affiliation(s)
- Tara F Carr
- Asthma and Airway Disease Research Center, University of Arizona, Tucson, Ariz.
| | - Paloma I Beamer
- Asthma and Airway Disease Research Center, University of Arizona, Tucson, Ariz; Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, Ariz
| | - Janet Rothers
- College of Nursing, University of Arizona, Tucson, Ariz
| | - Debra A Stern
- Asthma and Airway Disease Research Center, University of Arizona, Tucson, Ariz
| | - Lynn B Gerald
- Asthma and Airway Disease Research Center, University of Arizona, Tucson, Ariz; Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, Ariz
| | - Cecilia B Rosales
- Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, Ariz
| | | | | | - Donata Vercelli
- Asthma and Airway Disease Research Center, University of Arizona, Tucson, Ariz; Bio5 Institute, University of Arizona, Tucson, Ariz
| | | | - Mercedes Gameros
- Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, Ariz
| | - Fernando D Martinez
- Asthma and Airway Disease Research Center, University of Arizona, Tucson, Ariz
| | - Anne L Wright
- Asthma and Airway Disease Research Center, University of Arizona, Tucson, Ariz
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Rid A, Johansson MA, Leung G, Valantine H, Burchard EG, Oh SS, Zimmerman C. Towards Equity in Health: Researchers Take Stock. PLoS Med 2016; 13:e1002186. [PMID: 27898673 PMCID: PMC5127492 DOI: 10.1371/journal.pmed.1002186] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
For the 2016 end-of-the-year editorial, the PLOS Medicine editors asked 7 global health leaders to discuss developments relevant to the equitable provision of medical care to all populations. The result is a collection of expert views on ethical trial design, research during outbreaks, high-burden infectious diseases, diversity in research and protection of migrants.
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Affiliation(s)
- The PLOS Medicine Editors
- Public Library of Science, San Francisco, California, United States of America
- Public Library of Science, Cambridge, United Kingdom
- * E-mail:
| | - Annette Rid
- Department of Global Health & Social Medicine, King’s College London, London, United Kingdom
| | - Michael A. Johansson
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, San Juan, Puerto Rico
- Center for Communicable Disease Dynamics, T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Gabriel Leung
- Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Hannah Valantine
- Office of the Director, National Institutes of Health, Bethesda, Maryland, United States of America
- Laboratory of Genome Transplantation, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Esteban G. Burchard
- Department of Bioengineering & Therapeutic Sciences, University of California San Francisco, San Francisco, California, United States of America
- Department of Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Sam S. Oh
- Department of Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Cathy Zimmerman
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
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Oh SS, White MJ, Gignoux CR, Burchard EG. Making Precision Medicine Socially Precise. Take a Deep Breath. Am J Respir Crit Care Med 2016; 193:348-50. [PMID: 26871667 DOI: 10.1164/rccm.201510-2045ed] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Sam S Oh
- 1 Department of Medicine University of California, San Francisco San Francisco, California
| | - Marquitta J White
- 1 Department of Medicine University of California, San Francisco San Francisco, California
| | - Christopher R Gignoux
- 2 Department of Genetics Stanford University School of Medicine Stanford, California
| | - Esteban G Burchard
- 1 Department of Medicine University of California, San Francisco San Francisco, California.,3 Department of Bioengineering and Therapeutic Sciences University of California, San Francisco San Francisco, California
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Chen H, Wang C, Conomos MP, Stilp AM, Li Z, Sofer T, Szpiro AA, Chen W, Brehm JM, Celedón JC, Redline S, Papanicolaou GJ, Thornton TA, Laurie CC, Rice K, Lin X. Control for Population Structure and Relatedness for Binary Traits in Genetic Association Studies via Logistic Mixed Models. Am J Hum Genet 2016; 98:653-66. [PMID: 27018471 DOI: 10.1016/j.ajhg.2016.02.012] [Citation(s) in RCA: 281] [Impact Index Per Article: 31.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Accepted: 02/17/2016] [Indexed: 11/17/2022] Open
Abstract
Linear mixed models (LMMs) are widely used in genome-wide association studies (GWASs) to account for population structure and relatedness, for both continuous and binary traits. Motivated by the failure of LMMs to control type I errors in a GWAS of asthma, a binary trait, we show that LMMs are generally inappropriate for analyzing binary traits when population stratification leads to violation of the LMM's constant-residual variance assumption. To overcome this problem, we develop a computationally efficient logistic mixed model approach for genome-wide analysis of binary traits, the generalized linear mixed model association test (GMMAT). This approach fits a logistic mixed model once per GWAS and performs score tests under the null hypothesis of no association between a binary trait and individual genetic variants. We show in simulation studies and real data analysis that GMMAT effectively controls for population structure and relatedness when analyzing binary traits in a wide variety of study designs.
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Affiliation(s)
- Han Chen
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Chaolong Wang
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Computational and Systems Biology, Genome Institute of Singapore, Singapore 138672, Singapore
| | - Matthew P Conomos
- Department of Biostatistics, University of Washington, Seattle, WA 98195, USA
| | - Adrienne M Stilp
- Department of Biostatistics, University of Washington, Seattle, WA 98195, USA
| | - Zilin Li
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Department of Mathematics, Tsinghua University, Beijing 100084, P. R. China
| | - Tamar Sofer
- Department of Biostatistics, University of Washington, Seattle, WA 98195, USA
| | - Adam A Szpiro
- Department of Biostatistics, University of Washington, Seattle, WA 98195, USA
| | - Wei Chen
- Division of Pediatric Pulmonary Medicine, Allergy and Immunology, Children's Hospital of Pittsburgh of UPMC, University of Pittsburgh, Pittsburgh, PA 15224, USA
| | - John M Brehm
- Division of Pediatric Pulmonary Medicine, Allergy and Immunology, Children's Hospital of Pittsburgh of UPMC, University of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Juan C Celedón
- Division of Pediatric Pulmonary Medicine, Allergy and Immunology, Children's Hospital of Pittsburgh of UPMC, University of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Susan Redline
- Division of Sleep and Circadian Disorders, Departments of Medicine and Neurology, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - George J Papanicolaou
- Prevention and Population Sciences Program, Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, NIH, Bethesda, MD 20892, USA
| | - Timothy A Thornton
- Department of Biostatistics, University of Washington, Seattle, WA 98195, USA
| | - Cathy C Laurie
- Department of Biostatistics, University of Washington, Seattle, WA 98195, USA
| | - Kenneth Rice
- Department of Biostatistics, University of Washington, Seattle, WA 98195, USA
| | - Xihong Lin
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
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Barr RG, Avilés-Santa L, Davis SM, Aldrich TK, Gonzalez F, Henderson AG, Kaplan RC, LaVange L, Liu K, Loredo JS, Mendes ES, Ni A, Ries A, Salathe M, Smith LJ. Pulmonary Disease and Age at Immigration among Hispanics. Results from the Hispanic Community Health Study/Study of Latinos. Am J Respir Crit Care Med 2016; 193:386-95. [PMID: 26451874 PMCID: PMC4803083 DOI: 10.1164/rccm.201506-1211oc] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 10/09/2015] [Indexed: 12/19/2022] Open
Abstract
RATIONALE Asthma has been reported to be more prevalent among Hispanics of Puerto Rican heritage than among other Hispanics and among Hispanics born in the United States or who immigrated as children than among those who came as adults; however, direct comparisons across Hispanic groups are lacking. OBJECTIVES To test whether asthma is more prevalent among Hispanics of Puerto Rican heritage than among other Hispanic groups, whether asthma is associated with age of immigration, and whether chronic obstructive pulmonary disease varies by heritage in a large, population-based cohort of Hispanics in the United States. METHODS The Hispanic Community Health Study/Study of Latinos researchers recruited a population-based probability sample of 16,415 Hispanics/Latinos, 18-74 years of age, in New York City, Chicago, Miami, and San Diego. Participants self-reported Puerto Rican, Cuban, Dominican, Mexican, Central American, or South American heritage; birthplace; and, if relevant, age at immigration. A respiratory questionnaire and standardized spirometry were performed with post-bronchodilator measures for those with airflow limitation. MEASUREMENTS AND MAIN RESULTS The prevalence of physician-diagnosed asthma among Puerto Ricans (36.5%; 95% confidence interval, 33.6-39.5%) was higher than among other Hispanics (odds ratio, 3.9; 95% confidence interval, 3.3-4.6). Hispanics who were born in the mainland United States or had immigrated as children had a higher asthma prevalence than those who had immigrated as adults (19.6, 19.4, and 14.1%, respectively; P < 0.001). Current asthma, bronchodilator responsiveness, and wheeze followed similar patterns. Chronic obstructive pulmonary disease prevalence was higher among Puerto Ricans (14.1%) and Cubans (9.8%) than among other Hispanics (<6.0%), but it did not vary across Hispanic heritages after adjustment for smoking and prior asthma (P = 0.22), by country of birth, or by age at immigration. CONCLUSIONS Asthma was more prevalent among Puerto Ricans, other Hispanics born in the United States, and those who had immigrated as children than among other Hispanics. In contrast, the higher prevalence of chronic obstructive pulmonary disease among Puerto Ricans and Cubans was largely reflective of differential smoking patterns and asthma.
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Affiliation(s)
- R. Graham Barr
- Department of Medicine and
- Department of Epidemiology, Columbia University Medical Center, New York, New York
| | - Larissa Avilés-Santa
- Division of Cardiovascular Sciences, NHLBI, National Institutes of Health, Bethesda, Maryland
| | | | | | | | - Ashley G. Henderson
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Robert C. Kaplan
- Department of Epidemiology, Albert Einstein College of Medicine, Bronx, New York
| | | | - Kiang Liu
- Department of Preventative Medicine and
| | - Jose S. Loredo
- Department of Medicine, University of California, San Diego, La Jolla, California; and
| | | | - Ai Ni
- Department of Biostatistics and
| | - Andrew Ries
- Department of Medicine, University of California, San Diego, La Jolla, California; and
| | | | - Lewis J. Smith
- Department of Medicine, Northwestern University, Chicago, Illinois
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Genetic Diversity and Association Studies in US Hispanic/Latino Populations: Applications in the Hispanic Community Health Study/Study of Latinos. Am J Hum Genet 2016; 98:165-84. [PMID: 26748518 DOI: 10.1016/j.ajhg.2015.12.001] [Citation(s) in RCA: 244] [Impact Index Per Article: 27.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Accepted: 12/02/2015] [Indexed: 12/20/2022] Open
Abstract
US Hispanic/Latino individuals are diverse in genetic ancestry, culture, and environmental exposures. Here, we characterized and controlled for this diversity in genome-wide association studies (GWASs) for the Hispanic Community Health Study/Study of Latinos (HCHS/SOL). We simultaneously estimated population-structure principal components (PCs) robust to familial relatedness and pairwise kinship coefficients (KCs) robust to population structure, admixture, and Hardy-Weinberg departures. The PCs revealed substantial genetic differentiation within and among six self-identified background groups (Cuban, Dominican, Puerto Rican, Mexican, and Central and South American). To control for variation among groups, we developed a multi-dimensional clustering method to define a "genetic-analysis group" variable that retains many properties of self-identified background while achieving substantially greater genetic homogeneity within groups and including participants with non-specific self-identification. In GWASs of 22 biomedical traits, we used a linear mixed model (LMM) including pairwise empirical KCs to account for familial relatedness, PCs for ancestry, and genetic-analysis groups for additional group-associated effects. Including the genetic-analysis group as a covariate accounted for significant trait variation in 8 of 22 traits, even after we fit 20 PCs. Additionally, genetic-analysis groups had significant heterogeneity of residual variance for 20 of 22 traits, and modeling this heteroscedasticity within the LMM reduced genomic inflation for 19 traits. Furthermore, fitting an LMM that utilized a genetic-analysis group rather than a self-identified background group achieved higher power to detect previously reported associations. We expect that the methods applied here will be useful in other studies with multiple ethnic groups, admixture, and relatedness.
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Konkel L. Racial and Ethnic Disparities in Research Studies: The Challenge of Creating More Diverse Cohorts. ENVIRONMENTAL HEALTH PERSPECTIVES 2015; 123:A297-302. [PMID: 26625444 PMCID: PMC4670264 DOI: 10.1289/ehp.123-a297] [Citation(s) in RCA: 86] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
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