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Turi KN, Li Y, Xu Y, Gebretsadik T, Rosas-Salazar C, Wiggins DA, McKennan C, Newcomb D, Gern JE, Hartert TV. The association of infant urinary adrenal steroids with the risk of childhood asthma development. Ann Allergy Asthma Immunol 2024:S1081-1206(24)00215-1. [PMID: 38631429 DOI: 10.1016/j.anai.2024.04.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 03/19/2024] [Accepted: 04/03/2024] [Indexed: 04/19/2024]
Abstract
BACKGROUND Adrenal steroids play important roles in early-life development. However, our understanding of the effects of perinatal adrenal steroids on the development of childhood asthma is incomplete. OBJECTIVE To evaluate the associations between early-life adrenal steroid levels and childhood asthma. METHODS Participants included the Infant Susceptibility to Pulmonary Infections and Asthma following Respiratory Syncytial Virus Exposure birth cohort children with untargeted urinary metabolomics data measured during early infancy (n = 264) and nasal immune mediator data measured concurrently at age 2 to 6 months (n = 76). A total of 11 adrenal steroid compounds were identified using untargeted metabolomics and 6 asthma-relevant nasal immune mediators from multiplex assays were a priori selected. Current asthma at ages 5 and 6 years was ascertained using validated questionnaires. Associations were tested using logistic and linear regression with confounders adjustment. RESULTS Pregnenetriol disulfate (adjusted odds ratio [aOR] = 0.20, 95% CI = 0.06-0.68) and 3a,21-dihydroxy-5b-pregnane-11,20-dione-21-glucuronide (aOR = 0.34, 95% CI = 0.14-0.75) were inversely associated with childhood asthma at 5 and 6 years after multiple testing adjustment. There was a significant interaction effect of pregnanediol-3-glucuronide by biological sex assigned at birth (aOR = 0.11, 95% CI = 0.02-0.51, for those with female sex) on childhood asthma. Pregnenetriol disulfate was inversely associated with granulocyte-macrophage colony-stimulating factor (β = -0.45, q-value = 0.05). 3a,21-dihydroxy-5b-pregnane-11,20-dione 21-glucuronide was inversely associated with interleukin [IL]-4 (β = -0.29, q-value = 0.02), IL-5 (β = -0.35, q-value = 0.006), IL-13 (β = -0.26, q-value = 0.02), granulocyte-macrophage colony-stimulating factor (β = -0.35, q-value = 0.006), and fibroblast growth factor-β (β = -0.24, q-value = 0.01) after multiple testing adjustment. CONCLUSION The inverse association between adrenal steroids downstream of progesterone and 17-hydroxypregnenolone and the odds of childhood asthma and nasopharyngeal type 2 immune biomarkers suggest that increased early-life adrenal steroids may suppress type 2 inflammation and protect against the development of childhood asthma.
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Affiliation(s)
- Kedir N Turi
- Department of Epidemiology and Biostatistics, Indiana University, Bloomington, Indiana.
| | - Yajing Li
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Yaomin Xu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Tebeb Gebretsadik
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee
| | | | - Derek A Wiggins
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Chris McKennan
- Department of Statistics, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Dawn Newcomb
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - James E Gern
- Department of Pediatrics, University of Wisconsin, Madison, Wisconsin
| | - Tina V Hartert
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee; Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.
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Bunyavanich S, Becker PM, Altman MC, Lasky-Su J, Ober C, Zengler K, Berdyshev E, Bonneau R, Chatila T, Chatterjee N, Chung KF, Cutcliffe C, Davidson W, Dong G, Fang G, Fulkerson P, Himes BE, Liang L, Mathias RA, Ogino S, Petrosino J, Price ND, Schadt E, Schofield J, Seibold MA, Steen H, Wheatley L, Zhang H, Togias A, Hasegawa K. Analytical challenges in omics research on asthma and allergy: A National Institute of Allergy and Infectious Diseases workshop. J Allergy Clin Immunol 2024; 153:954-968. [PMID: 38295882 PMCID: PMC10999353 DOI: 10.1016/j.jaci.2024.01.014] [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: 12/13/2023] [Revised: 01/19/2024] [Accepted: 01/24/2024] [Indexed: 02/29/2024]
Abstract
Studies of asthma and allergy are generating increasing volumes of omics data for analysis and interpretation. The National Institute of Allergy and Infectious Diseases (NIAID) assembled a workshop comprising investigators studying asthma and allergic diseases using omics approaches, omics investigators from outside the field, and NIAID medical and scientific officers to discuss the following areas in asthma and allergy research: genomics, epigenomics, transcriptomics, microbiomics, metabolomics, proteomics, lipidomics, integrative omics, systems biology, and causal inference. Current states of the art, present challenges, novel and emerging strategies, and priorities for progress were presented and discussed for each area. This workshop report summarizes the major points and conclusions from this NIAID workshop. As a group, the investigators underscored the imperatives for rigorous analytic frameworks, integration of different omics data types, cross-disciplinary interaction, strategies for overcoming current limitations, and the overarching goal to improve scientific understanding and care of asthma and allergic diseases.
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Affiliation(s)
| | - Patrice M Becker
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Md
| | | | - Jessica Lasky-Su
- Brigham & Women's Hospital and Harvard Medical School, Boston, Mass
| | | | | | | | | | - Talal Chatila
- Boston Children's Hospital and Harvard Medical School, Boston, Mass
| | | | | | | | - Wendy Davidson
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Md
| | - Gang Dong
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Md
| | - Gang Fang
- Icahn School of Medicine at Mount Sinai, New York, NY
| | - Patricia Fulkerson
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Md
| | | | - Liming Liang
- Harvard T. H. Chan School of Public Health, Boston, Mass
| | | | - Shuji Ogino
- Brigham & Women's Hospital and Harvard Medical School, Boston, Mass; Harvard T. H. Chan School of Public Health, Boston, Mass; Broad Institute of MIT and Harvard, Boston, Mass
| | | | | | - Eric Schadt
- Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Max A Seibold
- National Jewish Health, Denver, Colo; University of Colorado School of Medicine, Aurora, Colo
| | - Hanno Steen
- Boston Children's Hospital and Harvard Medical School, Boston, Mass
| | - Lisa Wheatley
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Md
| | - Hongmei Zhang
- School of Public Health, University of Memphis, Memphis, Tenn
| | - Alkis Togias
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Md
| | - Kohei Hasegawa
- Massachusetts General Hospital and Harvard Medical School, Boston, Mass
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3
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Makrinioti H, Zhu Z, Saglani S, Camargo CA, Hasegawa K. Infant Bronchiolitis Endotypes and the Risk of Developing Childhood Asthma: Lessons From Cohort Studies. Arch Bronconeumol 2024; 60:215-225. [PMID: 38569771 DOI: 10.1016/j.arbres.2024.02.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 02/08/2024] [Accepted: 02/14/2024] [Indexed: 04/05/2024]
Abstract
Severe bronchiolitis (i.e., bronchiolitis requiring hospitalization) during infancy is a heterogeneous condition associated with a high risk of developing childhood asthma. Yet, the exact mechanisms underlying the bronchiolitis-asthma link remain uncertain. Birth cohort studies have reported this association at the population level, including only small groups of patients with a history of bronchiolitis, and have attempted to identify the underlying biological mechanisms. Although this evidence has provided valuable insights, there are still unanswered questions regarding severe bronchiolitis-asthma pathogenesis. Recently, a few bronchiolitis cohort studies have attempted to answer these questions by applying unbiased analytical approaches to biological data. These cohort studies have identified novel bronchiolitis subtypes (i.e., endotypes) at high risk for asthma development, representing essential and enlightening evidence. For example, one distinct severe respiratory syncytial virus (RSV) bronchiolitis endotype is characterized by the presence of Moraxella catarrhalis and Streptococcus pneumoniae, higher levels of type I/II IFN expression, and changes in carbohydrate metabolism in nasal airway samples, and is associated with a high risk for childhood asthma development. Although these findings hold significance for the design of future studies that focus on childhood asthma prevention, they require validation. However, this scoping review puts the above findings into clinical context and emphasizes the significance of future research in this area aiming to offer new bronchiolitis treatments and contribute to asthma prevention.
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Affiliation(s)
- Heidi Makrinioti
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
| | - Zhaozhong Zhu
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Sejal Saglani
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Carlos A Camargo
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Kohei Hasegawa
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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4
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Sanz-Muñoz I, Castrodeza-Sanz J, Eiros JM. Potential Effects on Elderly People From Nirsevimab Use in Infants. OPEN RESPIRATORY ARCHIVES 2024; 6:100320. [PMID: 38617129 PMCID: PMC11015503 DOI: 10.1016/j.opresp.2024.100320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 03/10/2024] [Indexed: 04/16/2024] Open
Abstract
Nirsevimab therapy has the potential to revolutionize infant respiratory syncytial virus (RSV) prophylaxis. But other populations suffering RSV, such the elderly or those over 60, may also be protected by using this novel antibody in the infant group. It is true that some studies link the use of nirsevimab to a reduction in the virus's ability to spread by lowering the viral load in infants as a result of the drug's long half-life. However, this protective effect may not be very significant because RSV transmission in the elderly typically comes from other elderly people or from school-aged children. Furthermore, RSV may be transmitted at any time of the year and not just during the period of nirsevimab protection due to its existence in human reservoirs. The reasons made here show that, even though nirsevimab treatment in infants may protect the elderly, this benefit would be limited and testimonial. Therefore, immunizing the elderly with currently licensed and developing vaccines should be a priority.
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Affiliation(s)
- Iván Sanz-Muñoz
- National Influenza Centre, Valladolid, Spain
- Instituto de Estudios de Ciencias de la Salud de Castilla y León, ICSCYL, Soria, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFECC), Spain
| | - Javier Castrodeza-Sanz
- National Influenza Centre, Valladolid, Spain
- Preventive Medicine and Public Health Unit, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
- Preventive Medicine and Public Department, Faculty of Medicine, Universidad de Valladolid, Valladolid, Spain
| | - José M. Eiros
- National Influenza Centre, Valladolid, Spain
- Microbiology Unit, Hospital Universitario Río Hortega, Valladolid, Spain
- Microbiology Unit, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
- Microbiology Department, Faculty of Medicine, Universidad de Valladolid, Valladolid, Spain
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5
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Snyder BM, Nian H, Miller AM, Ryckman KK, Li Y, Tindle HA, Ammar L, Ramesh A, Liu Z, Hartert TV, Wu P. Associations between Smoking and Smoking Cessation during Pregnancy and Newborn Metabolite Concentrations: Findings from PRAMS and INSPIRE Birth Cohorts. Metabolites 2023; 13:1163. [PMID: 37999258 PMCID: PMC10673147 DOI: 10.3390/metabo13111163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 11/13/2023] [Accepted: 11/18/2023] [Indexed: 11/25/2023] Open
Abstract
Newborn metabolite perturbations may identify potential biomarkers or mechanisms underlying adverse, smoking-related childhood health outcomes. We assessed associations between third-trimester smoking and newborn metabolite concentrations using the Tennessee Pregnancy Risk Assessment Monitoring System (PRAMS, 2009-2019) as the discovery cohort and INSPIRE (2012-2014) as the replication cohort. Children were linked to newborn screening metabolic data (33 metabolites). Third-trimester smoking was ascertained from birth certificates (PRAMS) and questionnaires (INSPIRE). Among 8600 and 1918 mother-child dyads in PRAMS and INSPIRE cohorts, 14% and 13% of women reported third-trimester smoking, respectively. Third-trimester smoking was associated with higher median concentrations of free carnitine (C0), glycine (GLY), and leucine (LEU) at birth (PRAMS: C0: adjusted fold change 1.11 [95% confidence interval (CI) 1.08, 1.14], GLY: 1.03 [95% CI 1.01, 1.04], LEU: 1.04 [95% CI 1.03, 1.06]; INSPIRE: C0: 1.08 [95% CI 1.02, 1.14], GLY: 1.05 [95% CI 1.01, 1.09], LEU: 1.05 [95% CI 1.01, 1.09]). Smoking cessation (vs. continued smoking) during pregnancy was associated with lower median metabolite concentrations, approaching levels observed in infants of non-smoking women. Findings suggest potential pathways underlying fetal metabolic programming due to in utero smoke exposure and a potential reversible relationship of cessation.
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Affiliation(s)
- Brittney M. Snyder
- Department of Medicine, Vanderbilt University Medical Center, 2525 West End Avenue, Nashville, TN 37203, USA (H.A.T.)
| | - Hui Nian
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37203, USA
| | - Angela M. Miller
- Division of Population Health Assessment, Tennessee Department of Health, Nashville, TN 37243, USA
| | - Kelli K. Ryckman
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health—Bloomington, Bloomington, IN 47405, USA
| | - Yinmei Li
- Division of Family Health and Wellness, Tennessee Department of Health, Nashville, TN 37243, USA;
| | - Hilary A. Tindle
- Department of Medicine, Vanderbilt University Medical Center, 2525 West End Avenue, Nashville, TN 37203, USA (H.A.T.)
- The Vanderbilt Center for Tobacco, Addiction and Lifestyle, Vanderbilt University Medical Center, Nashville, TN 37203, USA
- Geriatric Research Education and Clinical Centers, Veterans Affairs Tennessee Valley Healthcare System, Nashville, TN 37212, USA
| | - Lin Ammar
- Vanderbilt University School of Medicine, Nashville, TN 37203, USA;
| | - Abhismitha Ramesh
- Department of Epidemiology, University of Iowa College of Public Health, Iowa City, IA 52242, USA
| | - Zhouwen Liu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37203, USA
| | - Tina V. Hartert
- Department of Medicine, Vanderbilt University Medical Center, 2525 West End Avenue, Nashville, TN 37203, USA (H.A.T.)
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN 37203, USA
| | - Pingsheng Wu
- Department of Medicine, Vanderbilt University Medical Center, 2525 West End Avenue, Nashville, TN 37203, USA (H.A.T.)
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37203, USA
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6
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Biagini JM, Martin LJ, He H, Bacharier LB, Gebretsadik T, Hartert TV, Jackson DJ, Kim H, Miller RL, Rivera-Spoljaric K, Schauberger EM, Singh AM, Visness CM, Wegienka G, Ownby DR, Gold DR, Martinez FD, Johnson CC, Wright AL, Gern JE, Khurana Hershey GK. Performance of the Pediatric Asthma Risk Score across Diverse Populations. NEJM EVIDENCE 2023; 2:EVIDoa2300026. [PMID: 38320177 DOI: 10.1056/evidoa2300026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
BACKGROUND: Methods to determine whether a toddler is likely to develop asthma are of value to parents and clinical trialists testing primary prevention strategies. The Pediatric Asthma Risk Score (PARS) is a 14-point score of six factors designed to predict asthma in early life. PARS was developed and validated in relatively homogenous populations, so its generalizability is unknown. METHODS: We computed PARS using the six factors of self-declared race (parent-reported as “Black” or “not Black”), parental asthma, eczema, any wheezing, wheezing without a cold, and polysensitization in 5634 children from birth to 3 years of age. The primary outcome of our analysis was the ability of PARS to predict asthma development at 5 to 10 years of age using the area under the receiver operating curve in each cohort and across all cohorts with varying ethnicity, sex, cohort type, birth decades, missing PARS factors, and polysensitization definition. We also performed a meta-analysis across all the cohorts. Finally, we compared PARS predictive ability with the binary Asthma Predictive Index (API). RESULTS: Across 10 cohorts, the area under the receiver operating curve for PARS was 0.76. PARS performance did not differ by ethnicity, sex, cohort type, enrollment decade, missing PARS factors, or polysensitization definition (all P>0.05). The weights of each factor in the meta-analysis were similar to the original PARS weights. PARS and API equally identified children at high risk for developing asthma or not; API missed 31% of children at moderate asthma risk. CONCLUSIONS: PARS provided robust estimates of asthma risk in children from a wide range of ethnicities, backgrounds, and susceptibility. (Funded by the National Institute of Allergy and Infectious Diseases and others.)
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Affiliation(s)
- Jocelyn M Biagini
- Division of Asthma Research, Cincinnati Children's Hospital Medical Center, Cincinnati
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati
| | - Lisa J Martin
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati
| | - Hua He
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati
| | | | - Tebeb Gebretsadik
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville
| | - Tina V Hartert
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville
| | - Daniel J Jackson
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison
| | - Haejin Kim
- Department of Internal Medicine, Henry Ford Health, Detroit
| | - Rachel L Miller
- Department of Medicine, Division of Clinical Immunology, Icahn School of Medicine at Mount Sinai, New York
| | | | - Eric M Schauberger
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison
| | - Anne Marie Singh
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison
| | | | - Ganesa Wegienka
- Department of Public Health Sciences, Henry Ford Health System, Detroit
| | - Dennis R Ownby
- Department of Public Health Sciences, Henry Ford Health System, Detroit
| | - Diane R Gold
- The Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston
| | - Fernando D Martinez
- Asthma and Airways Disease Research Center, Department of Pediatrics, College of Medicine, University of Arizona, Tucson
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, College of Medicine, University of Arizona, Tucson
| | | | - Anne L Wright
- Asthma and Airways Disease Research Center, Department of Pediatrics, College of Medicine, University of Arizona, Tucson
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, College of Medicine, University of Arizona, Tucson
| | - James E Gern
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison
| | - Gurjit K Khurana Hershey
- Division of Asthma Research, Cincinnati Children's Hospital Medical Center, Cincinnati
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati
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7
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Morin A, Thompson EE, Helling BA, Shorey-Kendrick LE, Faber P, Gebretsadik T, Bacharier LB, Kattan M, O'Connor GT, Rivera-Spoljaric K, Wood RA, Barnes KC, Mathias RA, Altman MC, Hansen K, McEvoy CT, Spindel ER, Hartert T, Jackson DJ, Gern JE, McKennan CG, Ober C. A functional genomics pipeline to identify high-value asthma and allergy CpGs in the human methylome. J Allergy Clin Immunol 2023; 151:1609-1621. [PMID: 36754293 PMCID: PMC10859971 DOI: 10.1016/j.jaci.2022.12.828] [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: 08/16/2022] [Revised: 11/24/2022] [Accepted: 12/20/2022] [Indexed: 02/09/2023]
Abstract
BACKGROUND DNA methylation of cytosines at cytosine-phosphate-guanine (CpG) dinucleotides (CpGs) is a widespread epigenetic mark, but genome-wide variation has been relatively unexplored due to the limited representation of variable CpGs on commercial high-throughput arrays. OBJECTIVES To explore this hidden portion of the epigenome, this study combined whole-genome bisulfite sequencing with in silico evidence of gene regulatory regions to design a custom array of high-value CpGs. This study focused on airway epithelial cells from children with and without allergic asthma because these cells mediate the effects of inhaled microbes, pollution, and allergens on asthma and allergic disease risk. METHODS This study identified differentially methylated regions from whole-genome bisulfite sequencing in nasal epithelial cell DNA from a total of 39 children with and without allergic asthma of both European and African ancestries. This study selected CpGs from differentially methylated regions, previous allergy or asthma epigenome-wide association studies (EWAS), or genome-wide association study loci, and overlapped them with functional annotations for inclusion on a custom Asthma&Allergy array. This study used both the custom and EPIC arrays to perform EWAS of allergic sensitization (AS) in nasal epithelial cell DNA from children in the URECA (Urban Environment and Childhood Asthma) birth cohort and using the custom array in the INSPIRE [Infant Susceptibility to Pulmonary Infections and Asthma Following RSV Exposure] birth cohort. Each CpG on the arrays was assigned to its nearest gene and its promotor capture Hi-C interacting gene and performed expression quantitative trait methylation (eQTM) studies for both sets of genes. RESULTS Custom array CpGs were enriched for intermediate methylation levels compared to EPIC CpGs. Intermediate methylation CpGs were further enriched among those associated with AS and for eQTMs on both arrays. CONCLUSIONS This study revealed signature features of high-value CpGs and evidence for epigenetic regulation of genes at AS EWAS loci that are robust to race/ethnicity, ascertainment, age, and geography.
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Affiliation(s)
- Andréanne Morin
- Department of Human Genetics, University of Chicago, Chicago, Ill
| | - Emma E Thompson
- Department of Human Genetics, University of Chicago, Chicago, Ill
| | | | - Lyndsey E Shorey-Kendrick
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health and Science University, Beaverton, Ore
| | - Pieter Faber
- Genomics Core, University of Chicago, Chicago, Ill
| | - Tebeb Gebretsadik
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Leonard B Bacharier
- Department of Pediatrics, Monroe Carell Jr Children's Hospital at Vanderbilt University Medical Center, Nashville, Tenn
| | - Meyer Kattan
- Department of Pediatrics, Columbia University Medical Center, New York, NY
| | - George T O'Connor
- Pulmonary Center, Boston University School of Medicine, Boston, Mass
| | | | - Robert A Wood
- Department of Pediatrics, Johns Hopkins University, Baltimore, Md
| | | | | | - Matthew C Altman
- Systems Immunology Division, Benaroya Research Institute Systems, Seattle, Wash; Department of Medicine, University of Washington, Seattle, Wash
| | - Kasper Hansen
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Md
| | - Cindy T McEvoy
- Department of Pediatrics, Oregon Health and Science University, Portland, Ore
| | - Eliot R Spindel
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health and Science University, Beaverton, Ore
| | - Tina Hartert
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Daniel J Jackson
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - James E Gern
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wis
| | - Chris G McKennan
- Department of Statistics, University of Pittsburgh, Pittsburgh, Pa.
| | - Carole Ober
- Department of Human Genetics, University of Chicago, Chicago, Ill.
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8
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Rosas-Salazar C, Chirkova T, Gebretsadik T, Chappell JD, Peebles RS, Dupont WD, Jadhao SJ, Gergen PJ, Anderson LJ, Hartert TV. Respiratory syncytial virus infection during infancy and asthma during childhood in the USA (INSPIRE): a population-based, prospective birth cohort study. Lancet 2023; 401:1669-1680. [PMID: 37086744 PMCID: PMC10367596 DOI: 10.1016/s0140-6736(23)00811-5] [Citation(s) in RCA: 40] [Impact Index Per Article: 40.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 01/19/2023] [Accepted: 01/31/2023] [Indexed: 04/24/2023]
Abstract
BACKGROUND Early-life severe respiratory syncytial virus (RSV) infection has been associated with the onset of childhood wheezing illnesses. However, the relationship between RSV infection during infancy and the development of childhood asthma is unclear. We aimed to assess the association between RSV infection during infancy and childhood asthma. METHODS INSPIRE is a large, population-based, birth cohort of healthy infants with non-low birthweight born at term between June and December, 2012, or between June and December, 2013. Infants were recruited from 11 paediatric practices across middle Tennessee, USA. We ascertained RSV infection status (no infection vs infection) in the first year of life using a combination of passive and active surveillance with viral identification through molecular and serological techniques. Children were then followed up prospectively for the primary outcome of 5-year current asthma, which we analysed in all participants who completed 5-year follow-up. Statistical models, which were done for children with available data, were adjusted for child's sex, race and ethnicity, any breastfeeding, day-care attendance during infancy, exposure to second-hand smoke in utero or during early infancy, and maternal asthma. FINDINGS Of 1946 eligible children who were enrolled in the study, 1741 (89%) had available data to assess RSV infection status in the first year of life. The proportion of children with RSV infection during infancy was 944 (54%; 95% CI 52-57) of 1741 children. The proportion of children with 5-year current asthma was lower among those without RSV infection during infancy (91 [16%] of 587) than those with RSV infection during infancy (139 [21%] of 670; p=0·016). Not being infected with RSV during infancy was associated with a 26% lower risk of 5-year current asthma than being infected with RSV during infancy (adjusted RR 0·74, 95% CI 0·58-0·94, p=0·014). The estimated proportion of 5-year current asthma cases that could be prevented by avoiding RSV infection during infancy was 15% (95% CI 2·2-26·8). INTERPRETATION Among healthy children born at term, not being infected with RSV in the first year of life was associated with a substantially reduced risk of developing childhood asthma. Our findings show an age-dependent association between RSV infection during infancy and childhood asthma. However, to definitively establish causality, the effect of interventions that prevent, delay, or decrease the severity of the initial RSV infection on childhood asthma will need to be studied. FUNDING US National Institutes of Health.
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Affiliation(s)
| | - Tatiana Chirkova
- Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Tebeb Gebretsadik
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - James D Chappell
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - R Stokes Peebles
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - William D Dupont
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Samadhan J Jadhao
- Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Peter J Gergen
- Division of Allergy, Immunology and Transplantation, National Institute of Allergy and Infectious Diseases, Bethesda, MA, USA
| | - Larry J Anderson
- Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Tina V Hartert
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA; Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
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9
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Snyder BM, Gebretsadik T, Rohrig NB, Wu P, Dupont WD, Dabelea DM, Fry RC, Lynch SV, McEvoy CT, Paneth NS, Ryckman KK, Gern JE, Hartert TV. The Associations of Maternal Health Characteristics, Newborn Metabolite Concentrations, and Child Body Mass Index among US Children in the ECHO Program. Metabolites 2023; 13:510. [PMID: 37110168 PMCID: PMC10144800 DOI: 10.3390/metabo13040510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 03/30/2023] [Accepted: 03/31/2023] [Indexed: 04/05/2023] Open
Abstract
We aimed first to assess associations between maternal health characteristics and newborn metabolite concentrations and second to assess associations between metabolites associated with maternal health characteristics and child body mass index (BMI). This study included 3492 infants enrolled in three birth cohorts with linked newborn screening metabolic data. Maternal health characteristics were ascertained from questionnaires, birth certificates, and medical records. Child BMI was ascertained from medical records and study visits. We used multivariate analysis of variance, followed by multivariable linear/proportional odds regression, to determine maternal health characteristic-newborn metabolite associations. Significant associations were found in discovery and replication cohorts of higher pre-pregnancy BMI with increased C0 and higher maternal age at delivery with increased C2 (C0: discovery: aβ 0.05 [95% CI 0.03, 0.07]; replication: aβ 0.04 [95% CI 0.006, 0.06]; C2: discovery: aβ 0.04 [95% CI 0.003, 0.08]; replication: aβ 0.04 [95% CI 0.02, 0.07]). Social Vulnerability Index, insurance, and residence were also associated with metabolite concentrations in a discovery cohort. Associations between metabolites associated with maternal health characteristics and child BMI were modified from 1-3 years (interaction: p < 0.05). These findings may provide insights on potential biologic pathways through which maternal health characteristics may impact fetal metabolic programming and child growth patterns.
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Affiliation(s)
- Brittney M. Snyder
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, USA
| | - Tebeb Gebretsadik
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37203, USA
| | - Nina B. Rohrig
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, USA
| | - Pingsheng Wu
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, USA
| | - William D. Dupont
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37203, USA
| | - Dana M. Dabelea
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Rebecca C. Fry
- Department of Environmental Sciences and Engineering, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Susan V. Lynch
- Department of Medicine, University of California, San Francisco, CA 94143, USA
| | - Cindy T. McEvoy
- Department of Pediatrics, Oregon Health and Science University, Portland, OR 97239, USA
| | - Nigel S. Paneth
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI 48824, USA
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, MI 48912, USA
| | - Kelli K. Ryckman
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health—Bloomington, Bloomington, IN 47405, USA
| | - James E. Gern
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA
| | - Tina V. Hartert
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN 37203, USA
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10
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Influence of Sex on Respiratory Syncytial Virus Genotype Infection Frequency and Nasopharyngeal Microbiome. J Virol 2023; 97:e0147222. [PMID: 36815771 PMCID: PMC10062153 DOI: 10.1128/jvi.01472-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023] Open
Abstract
Respiratory syncytial virus (RSV) has a significant health burden in children, older adults, and the immunocompromised. However, limited effort has been made to identify emergence of new RSV genotypes' frequency of infection and how the combination of nasopharyngeal microbiome and viral genotypes impact RSV disease outcomes. In an observational cohort designed to capture the first infant RSV infection, we employed multi-omics approaches to sequence 349 RSV complete genomes and matched nasopharyngeal microbiomes, during which the 2012/2013 season was dominated by RSV-A, whereas 2013 and 2014 was dominated by RSV-B. We found non-G-72nt-duplicated RSV-A strains were more frequent in male infants (P = 0.02), whereas G-72nt-duplicated genotypes (which is ON1 lineage) were seen equally in both males and females. DESeq2 testing of the nasal microbiome showed Haemophilus was significantly more abundant in infants with RSV-A infection compared to infants with RSV-B infection (adjusted P = 0.002). In addition, the broad microbial clustering of the abundant genera was significantly associated with infant sex (P = 0.03). Overall, we show sex differences in infection by RSV genotype and host nasopharyngeal microbiome, suggesting an interaction between host genetics, virus genotype, and associated nasopharyngeal microbiome. IMPORTANCE Respiratory syncytial virus (RSV) is one of the leading causes of lower respiratory tract infections in young children and is responsible for high hospitalization rates and morbidity in infants and the elderly. To understand how the emergence of RSV viral genotypes and viral-respiratory microbiome interactions contribute to infection frequency and severity, we utilized an observational cohort designed to capture the first infant RSV infection we employed multi-omics approaches to sequence 349 RSV complete genomes and matched nasopharyngeal microbiomes. We found non-G-72nt-duplicated RSV-A genotypes were more frequent in male infants, whereas G-72nt-duplicated RSV-A strains (ON1 lineage) were seen equally in both males and females. Microbiome analysis show Haemophilus was significantly more abundant in infants with RSV-A compared to infants with RSV-B infection and the microbial clustering of the abundant genera was associated with infant sex. Overall, we show sex differences in RSV genotype-nasopharyngeal microbiome, suggesting an interaction host genetics-virus-microbiome interaction.
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11
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Rosas-Salazar C, Shilts MH, Tang ZZ, Hong Q, Turi KN, Snyder BM, Wiggins DA, Lynch CE, Gebretsadik T, Peebles RS, Anderson LJ, Das SR, Hartert TV. Exclusive breast-feeding, the early-life microbiome and immune response, and common childhood respiratory illnesses. J Allergy Clin Immunol 2022; 150:612-621. [PMID: 35283139 PMCID: PMC9463089 DOI: 10.1016/j.jaci.2022.02.023] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 02/11/2022] [Accepted: 02/14/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND The impact of breast-feeding on certain childhood respiratory illnesses remains controversial. OBJECTIVE We sought to examine the effect of exclusive breast-feeding on the early-life upper respiratory tract (URT) and gut microbiome, the URT immune response in infancy, and the risk of common pediatric respiratory diseases. METHODS We analyzed data from a birth cohort of healthy infants with prospective ascertainment of breast-feeding patterns and common pediatric pulmonary and atopic outcomes. In a subset of infants, we also characterized the URT and gut microbiome using 16S ribosomal RNA sequencing and measured 9 URT cytokines using magnetic bead-based assays. RESULTS Of the 1949 infants enrolled, 1495 (76.71%) had 4-year data. In adjusted analyses, exclusive breast-feeding (1) had an inverse dose-response on the ⍺-diversity of the early-life URT and gut microbiome, (2) was positively associated with the URT levels of IFN-α, IFN-γ, and IL-17A in infancy, and (3) had a protective dose-response on the development of a lower respiratory tract infection in infancy, 4-year current asthma, and 4-year ever allergic rhinitis (odds ratio [95% CI] for each 4 weeks of exclusive breast-feeding, 0.95 [0.91-0.99], 0.95 [0.90-0.99], and 0.95 [0.92-0.99], respectively). In exploratory analyses, we also found that the protective association of exclusive breast-feeding on 4-year current asthma was mediated through its impact on the gut microbiome (P = .03). CONCLUSIONS Our results support a protective causal role of exclusive breast-feeding in the risk of developing a lower respiratory tract infection in infancy and asthma and allergic rhinitis in childhood. They also shed light on potential mechanisms of these associations, including the effect of exclusive breast-feeding on the gut microbiome.
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Affiliation(s)
| | - Meghan H Shilts
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
| | - Zheng-Zheng Tang
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wis
| | - Qilin Hong
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wis
| | - Kedir N Turi
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
| | - Brittney M Snyder
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
| | - Derek A Wiggins
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
| | - Christian E Lynch
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
| | - Tebeb Gebretsadik
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tenn
| | - R Stokes Peebles
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
| | - Larry J Anderson
- Department of Pediatrics, Emory University and Children's Healthcare of Atlanta, Atlanta, Ga
| | - Suman R Das
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn; Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, Tenn.
| | - Tina V Hartert
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
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12
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Berdnikovs S, Newcomb DC, Gebretsadik T, Snyder BM, Wiggins DA, Poleon KS, Hartert TV. Cellular and systemic energy metabolic dysregulation in asthma development-a hypothesis-generating approach. J Allergy Clin Immunol 2022; 149:1802-1806.e2. [PMID: 34740605 PMCID: PMC10080213 DOI: 10.1016/j.jaci.2021.10.024] [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: 06/16/2021] [Revised: 10/20/2021] [Accepted: 10/26/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND The roles of systemic and airway-specific epithelial energy metabolism in altering the developmental programming of airway epithelial cells (AECs) in early life are poorly understood. OBJECTIVE Our aim was to assess carbohydrate metabolism in developing AECs among children with and without wheeze and test the association of infant plasma energy biomarkers with subsequent recurrent wheeze and asthma outcomes. METHODS We measured cellular carbohydrate metabolism in live nasal AECs collected at age 2 years from 15 male subjects with and without a history of wheeze and performed a principal component analysis to visually assess clustering of data on AEC metabolism of glycolitic metabolites and simple sugars. Among 237 children with available year 1 plasma samples, we tested the associations of year 1 plasma energy biomarkers and recurrent wheeze and asthma by using generalized estimating equations and logistic regression. RESULTS Children with a history of wheeze had lower utilization of glucose in their nasal AECs than did children with no wheeze. Systemically, a higher plasma glucose concentration at year 1 (within the normal range) was associated with decreased odds of asthma at age 5 years (adjusted odds ratio = 0.56; 95% CI = 0.35-0.90). Insulin concentration, glucose-to-insulin ratio, C-peptide concentration, and leptin concentration at year 1 were associated with recurrent wheeze from age 2 years to age 5 years. CONCLUSION These results suggest that there is significant energy metabolism dysregulation in early life, which likely affects AEC development. These pertubations of epithelial cell metabolism in infancy may have lasting effects on lung development that could render the airway more susceptible to allergic sensitization.
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Affiliation(s)
- Sergejs Berdnikovs
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Ill.
| | - Dawn C Newcomb
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn; Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tenn
| | - Tebeb Gebretsadik
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tenn
| | - Brittney M Snyder
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
| | - Derek A Wiggins
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
| | - Kadijah S Poleon
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
| | - Tina V Hartert
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
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13
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Chirkova T, Rosas-Salazar C, Gebretsadik T, Jadhao SJ, Chappell JD, Peebles RS, Dupont WD, Newcomb DC, Berdnikovs S, Gergen PJ, Hartert TV, Anderson LJ. Effect of Infant RSV Infection on Memory T Cell Responses at Age 2-3 Years. Front Immunol 2022; 13:826666. [PMID: 35371035 PMCID: PMC8967987 DOI: 10.3389/fimmu.2022.826666] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 02/23/2022] [Indexed: 11/13/2022] Open
Abstract
Background It is unknown whether RSV infection in infancy alters subsequent RSV immune responses. Methods In a nested cohort of healthy, term children, peripheral blood mononuclear cells (PBMCs) were collected at ages 2-3 years to examine RSV memory T cell responses among children previously RSV infected during infancy (first year of life) compared to those RSV-uninfected during infancy. The presence vs. absence of infant RSV infection was determined through a combination of RSV molecular and serologic testing. Memory responses were measured in RSV stimulated PBMCs. Results Compared to children not infected with RSV during the first year of life, children infected with RSV during infancy had lower memory T cell responses at ages 2-3 years to in vitro stimulation with RSV for most tested type-1 and type-17 markers for a number of memory T cell subsets. Conclusions RSV infection in infancy has long-term effects on memory T cell responses. This is the first study to show the potential for RSV infection in infancy to have long-term effects on the immune memory irrespective of the severity of the infection. Our results suggest a possible mechanism through which infant RSV infection may result in greater risk of subsequent childhood respiratory viral morbidity, findings also relevant to vaccine development.
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Affiliation(s)
- Tatiana Chirkova
- Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA, United States
| | - Christian Rosas-Salazar
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Tebeb Gebretsadik
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Samadhan J. Jadhao
- Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA, United States
| | - James D. Chappell
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, United States
| | - R. Stokes Peebles
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - William D. Dupont
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Dawn C. Newcomb
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Sergejs Berdnikovs
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Peter J. Gergen
- Division of Allergy, Immunology and Transplantation, National Institute of Allergy and Infectious Diseases, Rockville, MD, United States
| | - Tina V. Hartert
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, United States
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Larry J. Anderson
- Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA, United States
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14
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Rosas-Salazar C, Tang ZZ, Shilts MH, Turi KN, Hong Q, Wiggins DA, Lynch CE, Gebretsadik T, Chappell JD, Peebles RS, Anderson LJ, Das SR, Hartert TV. Upper respiratory tract bacterial-immune interactions during respiratory syncytial virus infection in infancy. J Allergy Clin Immunol 2022; 149:966-976. [PMID: 34534566 PMCID: PMC9036861 DOI: 10.1016/j.jaci.2021.08.022] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 07/23/2021] [Accepted: 08/26/2021] [Indexed: 01/04/2023]
Abstract
BACKGROUND The risk factors determining short- and long-term morbidity following acute respiratory infection (ARI) due to respiratory syncytial virus (RSV) in infancy remain poorly understood. OBJECTIVES Our aim was to examine the associations of the upper respiratory tract (URT) microbiome during RSV ARI in infancy with the acute local immune response and short- and long-term clinical outcomes. METHODS We characterized the URT microbiome by 16S ribosomal RNA sequencing and assessed the acute local immune response by measuring 53 immune mediators with high-throughput immunoassays in 357 RSV-infected infants. Our short- and long-term clinical outcomes included several markers of disease severity and the number of wheezing episodes in the fourth year of life, respectively. RESULTS We found several specific URT bacterial-immune mediator associations. In addition, the Shannon ⍺-diversity index of the URT microbiome was associated with a higher respiratory severity score (β =.50 [95% CI = 0.13-0.86]), greater odds of a lower ARI (odds ratio = 1.63 [95% CI = 1.10-2.43]), and higher number of wheezing episodes in the fourth year of life (β = 0.89 [95% CI = 0.37-1.40]). The Jaccard β-diversity index of the URT microbiome differed by level of care required (P = .04). Furthermore, we found an interaction between the Shannon ⍺-diversity index of the URT microbiome and the first principal component of the acute local immune response on the respiratory severity score (P = .048). CONCLUSIONS The URT microbiome during RSV ARI in infancy is associated with the acute local immune response, disease severity, and number of wheezing episodes in the fourth year of life. Our results also suggest complex URT bacterial-immune interactions that can affect the severity of the RSV ARI.
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Affiliation(s)
- Christian Rosas-Salazar
- Division of Allergy, Immunology, and Pulmonary Medicine, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
| | - Zheng-Zheng Tang
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI
| | - Meghan H. Shilts
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Kedir N. Turi
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Qilin Hong
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI
| | - Derek A Wiggins
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Christian E. Lynch
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Tebeb Gebretsadik
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
| | - James D. Chappell
- Division of Infectious Diseases, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
| | - R. Stokes Peebles
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Larry J. Anderson
- Division of Infectious Diseases, Department of Pediatrics, Emory University and Children’s Healthcare of Atlanta, Atlanta, GA
| | - Suman R. Das
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN,Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN,Corresponding Authors: Suman R. Das, PhD, Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, 1161 21st Avenue South, Medical Center North, Suite A2200, Nashville, TN 37232, Phone: (615) 322-0322, Fax: (615) 343-6160, ; Tina V. Hartert, MD, MPH, Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, 2525 West End Avenue, Suite 450, Nashville, TN 37232, Phone: (615) 936-3597, Fax: (615) 936-1269,
| | - Tina V. Hartert
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN,Corresponding Authors: Suman R. Das, PhD, Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, 1161 21st Avenue South, Medical Center North, Suite A2200, Nashville, TN 37232, Phone: (615) 322-0322, Fax: (615) 343-6160, ; Tina V. Hartert, MD, MPH, Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, 2525 West End Avenue, Suite 450, Nashville, TN 37232, Phone: (615) 936-3597, Fax: (615) 936-1269,
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15
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Langer S, Klee B, Gottschick C, Mikolajczyk R. Birth cohort studies using symptom diaries for assessing respiratory diseases–a scoping review. PLoS One 2022; 17:e0263559. [PMID: 35143524 PMCID: PMC8830678 DOI: 10.1371/journal.pone.0263559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 01/21/2022] [Indexed: 11/18/2022] Open
Abstract
Background Respiratory infections are the most frequent health problem in childhood leading to morbidity and socioeconomic burden. Studying symptoms of respiratory infections in home based settings requires dedicated prospective cohort studies using diaries. However, no information is available on which birth cohort studies using symptom diary data. A review of birth cohort studies with available symptom diary data, follow-up data, and bio samples is needed to support research collaborations and create potential synergies. Methods We conducted a scoping review of birth cohort studies using diaries for the collection of respiratory symptoms. The scoping review was conducted in accordance with the PRISMA Extension. We searched the electronic databases PubMed, Embase, Web of science and CINAHL (last search November 2020) resulting in 5872 records (based on title and abstract screening) eligible for further screening. Results We examined 735 records as full text articles and finally included 57 according to predefined inclusion criteria. We identified 22 birth cohort studies that collect(ed) data on respiratory symptoms using a symptom diary starting at birth. Numbers of participants ranged from 129 to 8677. Eight studies collected symptom diary information only for the first year of life, nine for the first two years or less and six between three and six years. Most of the cohorts collected biosamples (n = 18) and information on environmental exposures (n = 19). Conclusion Information on respiratory symptoms with daily resolution was collected in several birth cohorts, often including related biosamples, and these data and samples can be used to study full spectrum of infections, particularly including those which did not require medical treatment.
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Affiliation(s)
- Susan Langer
- Institute for Medical Epidemiology, Biometrics and Informatics, Interdisciplinary Center for Health Sciences, Medical School of the Martin-Luther University Halle-Wittenberg, Halle, Germany
| | - Bianca Klee
- Institute for Medical Epidemiology, Biometrics and Informatics, Interdisciplinary Center for Health Sciences, Medical School of the Martin-Luther University Halle-Wittenberg, Halle, Germany
| | - Cornelia Gottschick
- Institute for Medical Epidemiology, Biometrics and Informatics, Interdisciplinary Center for Health Sciences, Medical School of the Martin-Luther University Halle-Wittenberg, Halle, Germany
- * E-mail:
| | - Rafael Mikolajczyk
- Institute for Medical Epidemiology, Biometrics and Informatics, Interdisciplinary Center for Health Sciences, Medical School of the Martin-Luther University Halle-Wittenberg, Halle, Germany
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16
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Rios Guzman E, Hultquist JF. Clinical and biological consequences of respiratory syncytial virus genetic diversity. Ther Adv Infect Dis 2022; 9:20499361221128091. [PMID: 36225856 PMCID: PMC9549189 DOI: 10.1177/20499361221128091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Accepted: 08/30/2022] [Indexed: 11/17/2022] Open
Abstract
Respiratory syncytial virus (RSV) is one of the most common etiological agents of global acute respiratory tract infections with a disproportionate burden among infants, individuals over the age of 65, and immunocompromised populations. The two major subtypes of RSV (A and B) co-circulate with a predominance of either group during different epidemic seasons, with frequently emerging genotypes due to RSV's high genetic variability. Global surveillance systems have improved our understanding of seasonality, disease burden, and genomic evolution of RSV through genotyping by sequencing of attachment (G) glycoprotein. However, the integration of these systems into international infrastructures is in its infancy, resulting in a relatively low number (~2200) of publicly available RSV genomes. These limitations in surveillance hinder our ability to contextualize RSV evolution past current canonical attachment glycoprotein (G)-oriented understanding, thus resulting in gaps in understanding of how genetic diversity can play a role in clinical outcome, therapeutic efficacy, and the host immune response. Furthermore, utilizing emerging RSV genotype information from surveillance and testing the impact of viral evolution using molecular techniques allows us to establish causation between the clinical and biological consequences of arising genotypes, which subsequently aids in informed vaccine design and future vaccination strategy. In this review, we aim to discuss the findings from current molecular surveillance efforts and the gaps in knowledge surrounding the consequence of RSV genetic diversity on disease severity, therapeutic efficacy, and RSV-host interactions.
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Affiliation(s)
- Estefany Rios Guzman
- Department of Medicine, Division of Infectious
Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL,
USA
- Center for Pathogen Genomics and Microbial
Evolution, Institute for Global Health, Northwestern University Feinberg
School of Medicine, Chicago, IL, USA
| | - Judd F. Hultquist
- Robert H. Lurie Medical Research Center,
Northwestern University, 9-141, 303 E. Superior St., Chicago, IL 60611,
USA
- Department of Medicine, Division of Infectious
Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL,
USA
- Center for Pathogen Genomics and Microbial
Evolution, Institute for Global Health, Northwestern University Feinberg
School of Medicine, Chicago, IL, USA
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17
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Connelly AR, Jeong BM, Coden ME, Cao JY, Chirkova T, Rosas-Salazar C, Cephus JY, Anderson LJ, Newcomb DC, Hartert TV, Berdnikovs S. Metabolic Reprogramming of Nasal Airway Epithelial Cells Following Infant Respiratory Syncytial Virus Infection. Viruses 2021; 13:2055. [PMID: 34696488 PMCID: PMC8538412 DOI: 10.3390/v13102055] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 10/07/2021] [Accepted: 10/09/2021] [Indexed: 12/15/2022] Open
Abstract
Respiratory syncytial virus (RSV) is a seasonal mucosal pathogen that infects the ciliated respiratory epithelium and results in the most severe morbidity in the first six months of life. RSV is a common cause of acute respiratory infection during infancy and is an important early-life risk factor strongly associated with asthma development. While this association has been repeatedly demonstrated, limited progress has been made on the mechanistic understanding in humans of the contribution of infant RSV infection to airway epithelial dysfunction. An active infection of epithelial cells with RSV in vitro results in heightened central metabolism and overall hypermetabolic state; however, little is known about whether natural infection with RSV in vivo results in lasting metabolic reprogramming of the airway epithelium in infancy. To address this gap, we performed functional metabolomics, 13C glucose metabolic flux analysis, and RNA-seq gene expression analysis of nasal airway epithelial cells (NAECs) sampled from infants between 2-3 years of age, with RSV infection or not during the first year of life. We found that RSV infection in infancy was associated with lasting epithelial metabolic reprogramming, which was characterized by (1) significant increase in glucose uptake and differential utilization of glucose by epithelium; (2) altered preferences for metabolism of several carbon and energy sources; and (3) significant sexual dimorphism in metabolic parameters, with RSV-induced metabolic changes most pronounced in male epithelium. In summary, our study supports the proposed phenomenon of metabolic reprogramming of epithelial cells associated with RSV infection in infancy and opens exciting new venues for pursuing mechanisms of RSV-induced epithelial barrier dysfunction in early life.
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Affiliation(s)
- Andrew R. Connelly
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (A.R.C.); (B.M.J.); (M.E.C.); (J.Y.C.)
| | - Brian M. Jeong
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (A.R.C.); (B.M.J.); (M.E.C.); (J.Y.C.)
| | - Mackenzie E. Coden
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (A.R.C.); (B.M.J.); (M.E.C.); (J.Y.C.)
| | - Jacob Y. Cao
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (A.R.C.); (B.M.J.); (M.E.C.); (J.Y.C.)
| | - Tatiana Chirkova
- Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA; (T.C.); (L.J.A.)
| | - Christian Rosas-Salazar
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; (C.R.-S.); (J.-Y.C.); (D.C.N.)
| | - Jacqueline-Yvonne Cephus
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; (C.R.-S.); (J.-Y.C.); (D.C.N.)
| | - Larry J. Anderson
- Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA; (T.C.); (L.J.A.)
| | - Dawn C. Newcomb
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; (C.R.-S.); (J.-Y.C.); (D.C.N.)
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN 37203, USA
| | - Tina V. Hartert
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN 37203, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN 37203, USA
| | - Sergejs Berdnikovs
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (A.R.C.); (B.M.J.); (M.E.C.); (J.Y.C.)
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18
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Jadhao SJ, Ha B, McCracken C, Gebretsadik T, Rosas-Salazar C, Chappell J, Das S, Hartert T, Anderson LJ. Performance evaluation of antibody tests for detecting infant respiratory syncytial virus infection. J Med Virol 2021; 93:3439-3445. [PMID: 33325064 PMCID: PMC8046717 DOI: 10.1002/jmv.26736] [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: 08/03/2020] [Revised: 10/20/2020] [Accepted: 12/12/2020] [Indexed: 11/12/2022]
Abstract
Respiratory syncytial virus (RSV) infection is a major cause of respiratory tract disease in young children and throughout life. Infant infection is also associated with later respiratory morbidity including asthma. With a prospective birth cohort study of RSV and asthma, we evaluated the performance of an RSV antibody enzyme-linked immunoassay (EIA) for detecting prior infant RSV infection. Infant RSV infection was determined by biweekly respiratory illness surveillance plus RSV polymerase chain reaction (PCR) testing in their first RSV season and serum RSV antibodies after the season at approximately 1 year of age. RSV antibodies were detected by RSV A and B lysate EIA. Antibody and PCR results on 1707 children included 327 RSV PCR positive (PCR+) and 1380 not RSV+. Of 327 PCR+ children, 314 (96%) were lysate EIA positive and 583 out of 1380 (42%) children not PCR+ were positive. We compared the lysate EIA to RSV F, group A G (Ga), and group B G (Gb) protein antibody EIAs in a subset of 226 sera, 118 PCR+ children (97 group A and 21 group B) and 108 not PCR+. In this subset, 117 out of 118 (99%) RSV PCR+ children were positive by both the F and lysate EIAs and 103 out of 118 (87%) were positive by the Ga and/or Gb EIAs. Comparison of the two G EIAs indicated the infecting group correctly in 100 out of 118 (86%) and incorrectly in 1 out of 118 (1%). The lysate and F EIAs are sensitive for detecting infant infection and the two G EIAs can indicate the group of an earlier primary infection.
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Affiliation(s)
- Samadhan J. Jadhao
- Department of Pediatrics, Emory University and Children’s Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Binh Ha
- Department of Pediatrics, Emory University and Children’s Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Courtney McCracken
- Department of Pediatrics, Emory University and Children’s Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Tebeb Gebretsadik
- Department of Medicine, Biostatistics and Pathology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Christian Rosas-Salazar
- Department of Medicine, Biostatistics and Pathology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - James Chappell
- Department of Medicine, Biostatistics and Pathology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Suman Das
- Department of Medicine, Biostatistics and Pathology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Tina Hartert
- Department of Medicine, Biostatistics and Pathology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Larry J. Anderson
- Department of Pediatrics, Emory University and Children’s Healthcare of Atlanta, Atlanta, Georgia, USA
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19
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Reisetter AC, Breheny P. Penalized linear mixed models for structured genetic data. Genet Epidemiol 2021; 45:427-444. [PMID: 33998038 DOI: 10.1002/gepi.22384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 03/19/2021] [Accepted: 03/29/2021] [Indexed: 11/12/2022]
Abstract
Many genetic studies that aim to identify genetic variants associated with complex phenotypes are subject to unobserved confounding factors arising from environmental heterogeneity. This poses a challenge to detecting associations of interest and is known to induce spurious associations when left unaccounted for. Penalized linear mixed models (LMMs) are an attractive method to correct for unobserved confounding. These methods correct for varying levels of relatedness and population structure by modeling it as a random effect with a covariance structure estimated from observed genetic data. Despite an extensive literature on penalized regression and LMMs separately, the two are rarely discussed together. The aim of this review is to do so while examining the statistical properties of penalized LMMs in the genetic association setting. Specifically, the ability of penalized LMMs to accurately estimate genetic effects in the presence of environmental confounding has not been well studied. To clarify the important yet subtle distinction between population structure and environmental heterogeneity, we present a detailed review of relevant concepts and methods. In addition, we evaluate the performance of penalized LMMs and competing methods in terms of estimation and selection accuracy in the presence of a number of confounding structures.
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Affiliation(s)
- Anna C Reisetter
- Department of Biostatistics, University of Iowa, Iowa City, Iowa, USA
| | - Patrick Breheny
- Department of Biostatistics, University of Iowa, Iowa City, Iowa, USA
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20
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Felt SA, Sun Y, Jozwik A, Paras A, Habibi MS, Nickle D, Anderson L, Achouri E, Feemster KA, Cárdenas AM, Turi KN, Chang M, Hartert TV, Sengupta S, Chiu C, López CB. Detection of respiratory syncytial virus defective genomes in nasal secretions is associated with distinct clinical outcomes. Nat Microbiol 2021; 6:672-681. [PMID: 33795879 PMCID: PMC9098209 DOI: 10.1038/s41564-021-00882-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 02/23/2021] [Indexed: 02/01/2023]
Abstract
Respiratory syncytial virus (RSV) causes respiratory illness in children, immunosuppressed individuals and the elderly. However, the viral factors influencing the clinical outcome of RSV infections remain poorly defined. Defective viral genomes (DVGs) can suppress virus replication by competing for viral proteins and by stimulating antiviral immunity. We studied the association between detection of DVGs of the copy-back type and disease severity in three RSV A-confirmed cohorts. In hospitalized children, detection of DVGs in respiratory samples at or around the time of admission associated strongly with more severe disease, higher viral load and a stronger pro-inflammatory response. Interestingly, in experimentally infected adults, the presence of DVGs in respiratory secretions differentially associated with RSV disease severity depending on when DVGs were detected. Detection of DVGs early after infection associated with low viral loads and mild disease, whereas detection of DVGs late after infection, especially if DVGs were present for prolonged periods, associated with high viral loads and severe disease. Taken together, we demonstrate that the kinetics of DVG accumulation and duration could predict clinical outcome of RSV A infection in humans, and thus could be used as a prognostic tool to identify patients at risk of worse clinical disease.
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Affiliation(s)
- Sébastien A. Felt
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Present address: Department of Molecular Microbiology and Center for Women Infectious Disease Research, Washington University School of Medicine, St Louis, MO, USA.,These authors contributed equally: Sébastien A. Felt, Yan Sun
| | - Yan Sun
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Present address: Department of Microbiology and Immunology, University of Rochester, Rochester, NY, USA.,These authors contributed equally: Sébastien A. Felt, Yan Sun
| | - Agnieszka Jozwik
- Department of Infectious Disease, Imperial College London, London, UK
| | - Allan Paras
- Department of Infectious Disease, Imperial College London, London, UK
| | | | | | - Larry Anderson
- Pediatric Infectious Disease, Emory University, Atlanta, GA, USA
| | - Emna Achouri
- Department of Molecular Microbiology and Center for Women Infectious Disease Research, Washington University School of Medicine, St Louis, MO, USA
| | - Kristen A. Feemster
- Division of Infectious Diseases, Children’s Hospital of Philadelphia, Philadelphia, PA, USA.,Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ana María Cárdenas
- Infectious Disease Diagnostics Laboratory, Children’s Hospital of Philadelphia, Philadelphia, PA, USA.,Division of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Present address: Becton, Dickinson and Company, Sparks, MD, USA
| | - Kedir N. Turi
- Division of Allergy, Pulmonary, and Critical Care Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Tina V. Hartert
- Division of Allergy, Pulmonary, and Critical Care Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Shaon Sengupta
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Division of Neonatology, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Christopher Chiu
- Department of Infectious Disease, Imperial College London, London, UK
| | - Carolina B. López
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Present address: Department of Molecular Microbiology and Center for Women Infectious Disease Research, Washington University School of Medicine, St Louis, MO, USA
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21
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Turi KN, McKennan C, Gebretsadik T, Snyder B, Seroogy CM, Lemanske RF, Zoratti E, Havstad S, Ober C, Lynch S, McCauley K, Yu C, Jackson DJ, Gern JE, Hartert TV. Unconjugated bilirubin is associated with protection from early-life wheeze and childhood asthma. J Allergy Clin Immunol 2021; 148:128-138. [PMID: 33434532 DOI: 10.1016/j.jaci.2020.12.639] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 11/11/2020] [Accepted: 12/02/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND Wheeze and allergic sensitization are the strongest early-life predictors of childhood asthma development; the molecular origins of these early-life phenotypes are poorly understood. OBJECTIVES We sought to identify metabolites associated with early-life wheeze, allergic sensitization, and childhood asthma. METHODS We conducted a nested case-control study using Environmental influences on Child Health Outcomes Program cohorts for discovery and independent replication. Wheeze and allergic sensitization were defined by number of wheeze episodes and positive specific IgE at age 1 year, respectively. Asthma was defined as physician diagnosis of asthma at age 5 or 6 years. We used untargeted metabolomics, controlling for observed and latent confounding factors, to assess associations between the plasma metabolome and early-life wheeze, allergy, and childhood asthma. RESULTS Eighteen plasma metabolites were associated with first-year wheeze in the discovery cohort (n = 338). Z,Z unconjugated bilirubin (UCB) and its related metabolites exhibited a dose-response relationship with wheeze frequency; UCB levels were 13% (β = 0.87; 95% CI, 0.74-1.02) and 22% (β = 0.78; 95% CI, 0.68-0.91) lower in children with 1 to 3 and 4+ wheeze episodes compared with those who never wheezed, respectively. UCB levels were also associated with childhood asthma (β = 0.82; 95% CI, 0.68-0.98). Similar trends were observed in 2 independent cohorts. UCB was significantly negatively correlated with eicosanoid- and oxidative stress-related metabolites. There were no significant associations between metabolites and allergic sensitization. CONCLUSIONS We identified a novel inverse, dose-dependent association between UCB and recurrent wheeze and childhood asthma. Inflammatory lipid mediators and oxidative stress byproducts inversely correlated with UCB, suggesting that UCB modulates pathways critical to the development of early-life recurrent wheeze and childhood asthma.
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Affiliation(s)
- Kedir N Turi
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
| | | | - Tebeb Gebretsadik
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tenn
| | - Brittney Snyder
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn
| | | | | | - Edward Zoratti
- Department of Internal Medicine, Henry Ford Hospital, Detroit, Mich
| | - Suzanne Havstad
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, Mich
| | - Carole Ober
- Department of Human Genetics, University of Chicago, Chicago, Ill
| | - Susan Lynch
- Division of Gastroenterology, Department of Medicine, University of California, San Francisco, San Francisco, Calif
| | - Kathyrn McCauley
- Division of Gastroenterology, Department of Medicine, University of California, San Francisco, San Francisco, Calif
| | - Chang Yu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tenn
| | | | - James E Gern
- Department of Pediatrics, University of Wisconsin, Madison, Wis.
| | - Tina V Hartert
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn.
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22
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Nasopharyngeal Haemophilus and local immune response during infant respiratory syncytial virus infection. J Allergy Clin Immunol 2020; 147:1097-1101.e6. [PMID: 32628963 PMCID: PMC7333620 DOI: 10.1016/j.jaci.2020.06.023] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2020] [Revised: 06/17/2020] [Accepted: 06/24/2020] [Indexed: 12/28/2022]
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23
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Gottschick C, Raupach-Rosin H, Langer S, Hassan L, Horn J, Dorendorf E, Caputo M, Bittner M, Beier L, Rübsamen N, Schlinkmann K, Zoch B, Guzman CA, Hansen G, Heselich V, Holzapfel E, Hübner J, Pietschmann T, Pieper DH, Pletz M, Riese P, Schmidt-Pokrzywniak A, Hartwig S, von Kaisenberg C, Aydogdu M, Buhles M, Dressler F, Eberl W, Haase R, Edler von Koch F, Feidicker S, Frambach T, Franz HGB, Guthmann F, Koch HG, Seeger S, Oberhoff C, Pauker W, Petry KU, Schild RL, Tchirikov M, Röhrig E, Karch A, Mikolajczyk R. Cohort Profile: The LoewenKIDS Study - life-course perspective on infections, the microbiome and the development of the immune system in early childhood. Int J Epidemiol 2020; 48:1042-1043h. [PMID: 30815674 PMCID: PMC7108547 DOI: 10.1093/ije/dyz001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/12/2019] [Indexed: 12/26/2022] Open
Affiliation(s)
- Cornelia Gottschick
- Institut of Medical Epidemiology, Biometry and Informatics, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | | | - Susan Langer
- Institut of Medical Epidemiology, Biometry and Informatics, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Lamiaa Hassan
- Institut of Medical Epidemiology, Biometry and Informatics, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Johannes Horn
- Institut of Medical Epidemiology, Biometry and Informatics, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | | | | | | | - Lea Beier
- Research Group Epidemiological and Statistical Methods
| | | | | | - Beate Zoch
- Research Group Epidemiological and Statistical Methods
| | - Carlos A Guzman
- Department Vaccinology and Applied Microbiology, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Gesine Hansen
- Department of Pediatric Pulmonology, Allergology and Neonatology, Hanover Medical School, Hanover, Germany
| | - Valerie Heselich
- Department of Paediatrics, Dr. von Hauner Children's Hospital, Ludwig- Maximilians-University Munich, Germany
| | - Eva Holzapfel
- Department of Paediatrics, Dr. von Hauner Children's Hospital, Ludwig- Maximilians-University Munich, Germany
| | - Johannes Hübner
- Department of Paediatrics, Dr. von Hauner Children's Hospital, Ludwig- Maximilians-University Munich, Germany
| | - Thomas Pietschmann
- Institute of Experimental Virology, TWINCORE, Centre for Experimental and Clinical Infection Research; a joint venture between the Medical School Hannover (MHH) and the Helmholtz Centre for Infection Research (HZI), Hannover, Germany
| | - Dietmar H Pieper
- Research Group Microbial Interactions and Processes, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Mathias Pletz
- Institute for Infectious Diseases and Infection Control, University Hospital Jena, Germany
| | - Peggy Riese
- Department Vaccinology and Applied Microbiology, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Andrea Schmidt-Pokrzywniak
- Institut of Medical Epidemiology, Biometry and Informatics, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Saskia Hartwig
- Institut of Medical Epidemiology, Biometry and Informatics, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Constantin von Kaisenberg
- Department of Obstetrics, Gynecology and Reproductive Medicine, Hanover Medical School, Hanover, Germany
| | - Mustafa Aydogdu
- Department of Gynecology, Gyneoncology and Senology, Klinikum Bremen-Mitte, Bremen, Germany
| | - Matthias Buhles
- Department of Gynecology and Obstetrics, Community Hospital Wolfenbüttel, Germany
| | - Frank Dressler
- Department of Pediatric Pulmonology, Allergology and Neonatology, Hanover Medical School, Hanover, Germany
| | - Wolfgang Eberl
- Department of Paediatrics, Hospital Braunschweig, Germany
| | - Roland Haase
- Section for Neonatology and Pediatric Intensive Care, University Hospital Halle (Saale), Germany
| | - Franz Edler von Koch
- Department of Gynecology and Obstetrics, Hospital Dritter Orden, Munich-Nymphenburg, Germany
| | - Susanne Feidicker
- Department of Gynecology and Obstetrics, Diaconical Hospital DIAKO Ev., Bremen, Germany
| | - Torsten Frambach
- Department of Gynecology and Obstetrics, Hospital St. Joseph Stift Bremen, Germany
| | - Heiko G B Franz
- Department of Gynecology and Obstetrics, Hospital Braunschweig, Germany
| | - Florian Guthmann
- Department of Neonatology, Children and Youth Hospital AUF DER BULT, Hanover, Germany
| | - Hans G Koch
- Department of Paediatrics, Hospital Braunschweig, Germany
| | - Sven Seeger
- Department of Gynecology and Obstetrics, Hospital St. Elisabeth und St. Barbara, Halle (Saale), Germany
| | - Carsten Oberhoff
- Department of Gynecology and Obstetrics, Klinikum Links der Weser, Bremen, Germany
| | - Wladimir Pauker
- Department of Gynecology and Obstetrics, Klinikum Bremen-Nord, Bremen, Germany
| | - Karl U Petry
- Department of Gynecology and Obstetrics, Hospital Wolfsburg, Germany
| | - Ralf L Schild
- Department of Obstetrics and Perinatal Medicine, DIAKOVERE Henriettenstift Hanover, Germany
| | - Michael Tchirikov
- University Clinic and Outpatient Clinic for Obstetrics and Prenatal Medicine, Halle (Saale), Germany
| | - Eckhard Röhrig
- Department of Obstetrics, Dr. Geisenhofer Women's Clinic, Munich, Germany
| | - André Karch
- Research Group Epidemiological and Statistical Methods.,Department of Clinical Epidemiology, Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany
| | - Rafael Mikolajczyk
- Institut of Medical Epidemiology, Biometry and Informatics, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany.,Research Group Epidemiological and Statistical Methods
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24
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Abstract
Respiratory syncytial virus (RSV) is a leading cause of hospitalization of infants worldwide each year. Both host and viral factors host factors predispose a subset of what appear to be healthy infants to severe RSV-induced disease. In this review, we outline many genetic and immunologic factors that contribute to airway obstruction that contributes to the severity of RSV infection.
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25
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Seroogy CM, VanWormer JJ, Olson BF, Evans MD, Johnson T, Cole D, Barnes KL, Koepel TK, Dresen A, Meece J, Gangnon RE, Keifer MC, Bendixsen CG, Gern JE. Respiratory health, allergies, and the farm environment: design, methods and enrollment in the observational Wisconsin Infant Study Cohort (WISC): a research proposal. BMC Res Notes 2019; 12:423. [PMID: 31311588 PMCID: PMC6636141 DOI: 10.1186/s13104-019-4448-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Accepted: 07/05/2019] [Indexed: 01/29/2023] Open
Abstract
Epidemiologic and cross-sectional studies suggest that early life farming and animal exposures are associated with major health benefits, influencing immune development and modifying the subsequent risk of allergic diseases, including asthma. The Wisconsin Infant Study Cohort (WISC) study was established in central Wisconsin to test the hypothesis that early life animal farm exposures are associated with distinct innate immune cell maturation trajectories, decreased allergen sensitization and reduced respiratory viral illness burden during the first 2 years of life. Beginning in 2013, a total of 240 families have been enrolled, 16,522 biospecimens have been collected, and 4098 questionnaires have been administered and entered into a secure database. Study endpoints include nasal respiratory virus identification and respiratory illness burden score, allergic sensitization, expression of allergic disease, and anti-viral immune response maturation and profiles. The WISC study prospective design, broad biospecimen collections, and unique US rural community will provide insights into the role of environmental exposures on early life immune maturation profiles associated with protection from allergic sensitization and significant respiratory viral disease burden. The WISC study findings will ultimately inform development of new strategies to promote resistance to severe respiratory viral illnesses and design primary prevention approaches for allergic diseases for all infants.
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Affiliation(s)
- Christine M. Seroogy
- University of Wisconsin School of Medicine and Public Health, Madison, WI USA
- Division of Allergy, Immunology & Rheumatology, Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, 1111 Highland Avenue, 4139 WIMR, Madison, WI 53705-2275 USA
| | - Jeffrey J. VanWormer
- Marshfield Clinic Research Institute, National Farm Medicine Center, Marshfield, WI USA
| | - Brent F. Olson
- Marshfield Clinic Research Institute, National Farm Medicine Center, Marshfield, WI USA
| | - Michael D. Evans
- University of Wisconsin School of Medicine and Public Health, Madison, WI USA
| | - Tara Johnson
- Marshfield Clinic Research Institute, National Farm Medicine Center, Marshfield, WI USA
| | - Deanna Cole
- Marshfield Clinic Research Institute, National Farm Medicine Center, Marshfield, WI USA
| | - Kathrine L. Barnes
- Marshfield Clinic Research Institute, National Farm Medicine Center, Marshfield, WI USA
| | | | - Amy Dresen
- University of Wisconsin School of Medicine and Public Health, Madison, WI USA
| | - Jennifer Meece
- Marshfield Clinic Research Institute, National Farm Medicine Center, Marshfield, WI USA
| | - Ronald E. Gangnon
- University of Wisconsin School of Medicine and Public Health, Madison, WI USA
| | - Matthew C. Keifer
- Department of Occupational Medicine, Marshfield Clinic, Marshfield, WI USA
- Present Address: Veterans Administration Puget Sound Healthcare System, Seattle, WA USA
| | - Casper G. Bendixsen
- Marshfield Clinic Research Institute, National Farm Medicine Center, Marshfield, WI USA
| | - James E. Gern
- University of Wisconsin School of Medicine and Public Health, Madison, WI USA
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26
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Stone CA, Cook-Mills J, Gebretsadik T, Rosas-Salazar C, Turi K, Brunwasser SM, Connolly A, Russell P, Liu Z, Costello K, Hartert TV. Delineation of the Individual Effects of Vitamin E Isoforms on Early Life Incident Wheezing. J Pediatr 2019; 206:156-163.e3. [PMID: 30527752 PMCID: PMC6415525 DOI: 10.1016/j.jpeds.2018.10.045] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 09/28/2018] [Accepted: 10/24/2018] [Indexed: 02/06/2023]
Abstract
OBJECTIVES To test the hypothesis that maternal plasma alpha-tocopherol levels are associated with protection from childhood wheeze and that this protection is modified by gamma-tocopherol. STUDY DESIGN We conducted a prospective nested study in the Infant Susceptibility to Pulmonary Infections and Asthma Following Respiratory Syncytial Virus Exposure birth cohort of 652 children with postpartum maternal plasma vitamin E isoforms used as a surrogate for pregnancy concentrations. Our outcomes were wheezing and recurrent wheezing over a 2-year period, ascertained using validated questionnaires. We assessed the association of alpha- and gamma-tocopherol with wheezing outcomes using multivariable adjusted logistic regression, and tested for interaction between the isoforms with respect to the risk for wheezing outcomes. RESULTS Children with wheezing (n = 547, n = 167; 31%) and recurrent wheezing (n = 545, n = 55; 10.1%) over a 2-year period were born to mothers with significantly lower postpartum maternal plasma concentrations of alpha-tocopherol, P = .016 and P = .007, respectively. In analyses of IQR increases, alpha-tocopherol was associated with decreased risk of wheezing (aOR 0.70 [95% CI 0.53,0.92]) and recurrent wheezing (aOR 0.63 [95% CI 0.42,0.95]). For gamma-tocopherol, the aOR for wheezing was 0.79 (95% CI 0.56-1.10) and the aOR for recurrent wheezing was 0.56 (95% CI 0.33-0.94, with nonmonotonic association). The association of alpha-tocopherol with wheezing was modified by gamma-tocopherol (P interaction = .05). CONCLUSIONS Increases in postpartum maternal plasma alpha-tocopherol isoform concentrations were associated with decreased likelihood of wheezing over a 2-year period. Gamma-tocopherol modified this association.
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Affiliation(s)
- Cosby A Stone
- Center for Asthma Research, Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Joan Cook-Mills
- Division of Allergy-Immunology, Department of Medicine, Northwestern University School of Medicine, Chicago, IL
| | - Tebeb Gebretsadik
- Center for Asthma Research, Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
| | - Christian Rosas-Salazar
- Center for Asthma Research, Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Kedir Turi
- Center for Asthma Research, Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Steven M Brunwasser
- Center for Asthma Research, Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Alexandra Connolly
- Center for Asthma Research, Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Patty Russell
- Center for Asthma Research, Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Zhouwen Liu
- Center for Asthma Research, Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN; Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
| | - Kaitlin Costello
- Center for Asthma Research, Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Tina V Hartert
- Center for Asthma Research, Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN.
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Sex-specific association between prenatal life stress exposure and infant pro-inflammatory cytokine levels during acute respiratory infection. Brain Behav Immun 2019; 76:275-279. [PMID: 30550928 PMCID: PMC6380181 DOI: 10.1016/j.bbi.2018.12.002] [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: 08/25/2018] [Revised: 11/09/2018] [Accepted: 12/10/2018] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Prenatal life stress exposure is linked to dysregulated immune function and chronic inflammatory disease in offspring, but we know little about its effects on infant immune response during viral infection. METHOD To address this issue, we examined associations between prenatal life stress exposure and infant upper-airway inflammatory markers during acute respiratory infection (ARI) using data from a prospective, population-based birth-cohort study (N = 180). Infant inflammation was measured as a continuous latent factor within a structural equation modeling framework using nasal wash concentrations of interleukin-1β, interleukin-6, and tumor necrosis factor-α. We hypothesized that infants exposed to prenatal life stress would have greater levels of nasal inflammation during ARI and increased risk for ARI-related morbidity in early childhood. RESULTS Our findings contradicted these hypotheses and provided evidence of sexually dimorphic effects of prenatal stress exposure on infant immune functioning during ARI. Among boys, but not girls, prenatal stress was negatively associated with nasal inflammation and indirectly associated with both lower ARI severity and reduced likelihood of subsequent ARI-related hospitalization in the 2nd and 3rd years of life. CONCLUSION These data suggest that prenatal stress exposure may be beneficial for infant boys in the context of respiratory viral infections; however, it will be critical to determine if these benefits are offset by increased risk for chronic inflammatory diseases in later childhood. As the participants in this cohort are being followed longitudinally through age 8, we will be able to evaluate long-term health outcomes in future studies.
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Donovan BM, Ryckman KK, Breheny PJ, Gebretsadik T, Turi KN, Larkin EK, Li Y, Dorley MC, Hartert TV. Association of newborn screening metabolites with risk of wheezing in childhood. Pediatr Res 2018; 84:619-624. [PMID: 29892036 PMCID: PMC6274622 DOI: 10.1038/s41390-018-0070-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Revised: 04/27/2018] [Accepted: 05/10/2018] [Indexed: 01/06/2023]
Abstract
BACKGROUND There are critical gaps in our understanding of the temporal relationships between metabolites and subsequent asthma development. This is the first study to examine metabolites from newborn screening in the etiology of early childhood wheezing. METHODS One thousand nine hundred and fifty one infants enrolled between 2012 and 2014 from pediatric practices located in Middle Tennessee in the population-based birth cohort study, the Infant Susceptibility to Pulmonary Infections and Asthma Following RSV Exposure Study (INSPIRE), were linked with metabolite data from the Tennessee Newborn Screening Program. The association between the levels of 37 metabolites and the number of wheezing episodes in the past 12 months was assessed at 1, 2, and 3 years of life. RESULTS Several metabolites were significantly associated with the number of wheezing episodes. Two acylcarnitines, C10:1 and C18:2, showed robust associations. Increasing levels of C10:1 were associated with increasing number of wheezing episodes at 2 years (OR 2.11, 95% CI 1.41-3.17) and 3 years (OR 2.56, 95% CI 1.59-4.11), while increasing levels of C18:2 were associated with increasing number of wheezing episodes at 1 year (OR 1.38, 95% CI 1.12-1.71) and 2 years (OR 1.47, 95% CI 1.17-1.84). CONCLUSIONS Identification of specific metabolites and associated pathways involved in wheezing pathogenesis offer insights into potential targets to prevent childhood asthma morbidity.
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Affiliation(s)
- Brittney M. Donovan
- Department of Epidemiology, University of Iowa College of Public Health, Iowa City, IA
| | - Kelli K. Ryckman
- Department of Epidemiology, University of Iowa College of Public Health, Iowa City, IA
| | - Patrick J. Breheny
- Department of Biostatistics, University of Iowa College of Public Health, Iowa City, IA
| | - Tebeb Gebretsadik
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
| | - Kedir N. Turi
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN
| | - Emma K. Larkin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Yinmei Li
- Division of Family Health and Wellness, Tennessee Department of Health, Nashville, TN
| | - Mary C. Dorley
- Division of Laboratory Services, Tennessee Department of Health, Nashville, TN
| | - Tina V. Hartert
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
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29
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Rosas-Salazar C, Shilts MH, Tovchigrechko A, Schobel S, Chappell JD, Larkin EK, Gebretsadik T, Halpin RA, Nelson KE, Moore ML, Anderson LJ, Peebles RS, Das SR, Hartert TV. Nasopharyngeal Lactobacillus is associated with a reduced risk of childhood wheezing illnesses following acute respiratory syncytial virus infection in infancy. J Allergy Clin Immunol 2018; 142:1447-1456.e9. [PMID: 29330010 PMCID: PMC6039278 DOI: 10.1016/j.jaci.2017.10.049] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Revised: 09/27/2017] [Accepted: 10/11/2017] [Indexed: 02/06/2023]
Abstract
BACKGROUND Early life acute respiratory infection (ARI) with respiratory syncytial virus (RSV) has been strongly associated with the development of childhood wheezing illnesses, but the pathways underlying this association are poorly understood. OBJECTIVE To examine the role of the nasopharyngeal microbiome in the development of childhood wheezing illnesses following RSV ARI in infancy. METHODS We conducted a nested cohort study of 118 previously healthy, term infants with confirmed RSV ARI by RT-PCR. We used next-generation sequencing of the V4 region of the 16S ribosomal RNA gene to characterize the nasopharyngeal microbiome during RSV ARI. Our main outcome of interest was 2-year subsequent wheeze. RESULTS Of the 118 infants, 113 (95.8%) had 2-year outcome data. Of these, 46 (40.7%) had parental report of subsequent wheeze. There was no association between the overall taxonomic composition, diversity, and richness of the nasopharyngeal microbiome during RSV ARI with the development of subsequent wheeze. However, the nasopharyngeal detection and abundance of Lactobacillus was consistently higher in infants who did not develop this outcome. Lactobacillus also ranked first among the different genera in a model distinguishing infants with and without subsequent wheeze. CONCLUSIONS The nasopharyngeal detection and increased abundance of Lactobacillus during RSV ARI in infancy are associated with a reduced risk of childhood wheezing illnesses at age 2 years.
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Affiliation(s)
- Christian Rosas-Salazar
- Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, Tenn; Center for Asthma Research, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Meghan H Shilts
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn; Infectious Disease Group, J. Craig Venter Institute, Rockville, Md; Infectious Disease Group, J. Craig Venter Institute, La Jolla, Calif
| | | | - Seth Schobel
- Bioinformatics Group, J. Craig Venter Institute, Rockville, Md
| | - James D Chappell
- Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Emma K Larkin
- Center for Asthma Research, Vanderbilt University School of Medicine, Nashville, Tenn; Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Tebeb Gebretsadik
- Center for Asthma Research, Vanderbilt University School of Medicine, Nashville, Tenn; Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Rebecca A Halpin
- Infectious Disease Group, J. Craig Venter Institute, Rockville, Md
| | - Karen E Nelson
- Genomic Medicine Group, J. Craig Venter Institute, La Jolla, Calif
| | - Martin L Moore
- Center for Asthma Research, Vanderbilt University School of Medicine, Nashville, Tenn; Department of Pediatrics, Emory University School of Medicine, Atlanta, Ga
| | - Larry J Anderson
- Center for Asthma Research, Vanderbilt University School of Medicine, Nashville, Tenn; Department of Pediatrics, Emory University School of Medicine, Atlanta, Ga
| | - R Stokes Peebles
- Center for Asthma Research, Vanderbilt University School of Medicine, Nashville, Tenn; Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Suman R Das
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn; Infectious Disease Group, J. Craig Venter Institute, Rockville, Md; Infectious Disease Group, J. Craig Venter Institute, La Jolla, Calif.
| | - Tina V Hartert
- Center for Asthma Research, Vanderbilt University School of Medicine, Nashville, Tenn; Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn.
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Turi KN, Shankar J, Anderson LJ, Rajan D, Gaston K, Gebretsadik T, Das SR, Stone C, Larkin EK, Rosas-Salazar C, Brunwasser SM, Moore ML, Peebles RS, Hartert TV. Infant Viral Respiratory Infection Nasal Immune-Response Patterns and Their Association with Subsequent Childhood Recurrent Wheeze. Am J Respir Crit Care Med 2018; 198:1064-1073. [PMID: 29733679 PMCID: PMC6221572 DOI: 10.1164/rccm.201711-2348oc] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 05/07/2018] [Indexed: 02/06/2023] Open
Abstract
RATIONALE Recurrent wheeze and asthma are thought to result from alterations in early life immune development following respiratory syncytial virus (RSV) infection. However, prior studies of the nasal immune response to infection have assessed only individual cytokines, which does not capture the whole spectrum of response to infection. OBJECTIVES To identify nasal immune phenotypes in response to RSV infection and their association with recurrent wheeze. METHODS A birth cohort of term healthy infants born June to December were recruited and followed to capture the first infant RSV infection. Nasal wash samples were collected during acute respiratory infection, viruses were identified by RT-PCR, and immune-response analytes were assayed using a multianalyte bead-based panel. Immune-response clusters were identified using machine learning, and association with recurrent wheeze at age 1 and 2 years was assessed using logistic regression. MEASUREMENTS AND MAIN RESULTS We identified two novel and distinct immune-response clusters to RSV and human rhinovirus. In RSV-infected infants, a nasal immune-response cluster characterized by lower non-IFN antiviral immune-response mediators, and higher type-2 and type-17 cytokines was significantly associated with first and second year recurrent wheeze. In comparison, we did not observe this in infants with human rhinovirus acute respiratory infection. Based on network analysis, type-2 and type-17 cytokines were central to the immune response to RSV, whereas growth factors and chemokines were central to the immune response to human rhinovirus. CONCLUSIONS Distinct immune-response clusters during infant RSV infection and their association with risk of recurrent wheeze provide insights into the risk factors for and mechanisms of asthma development.
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Affiliation(s)
- Kedir N. Turi
- Division of Allergy, Pulmonary, and Critical Care Medicine and
| | - Jyoti Shankar
- Infectious Disease Group, J. Craig Venter Institute, Rockville, Maryland; and
| | | | - Devi Rajan
- Department of Pediatrics, Emory University, Atlanta, Georgia
| | - Kelsey Gaston
- Department of Pediatrics, Emory University, Atlanta, Georgia
| | | | - Suman R. Das
- Division of Infectious Diseases, Department of Medicine
- Infectious Disease Group, J. Craig Venter Institute, Rockville, Maryland; and
| | - Cosby Stone
- Division of Allergy, Pulmonary, and Critical Care Medicine and
| | - Emma K. Larkin
- Division of Allergy, Pulmonary, and Critical Care Medicine and
| | | | | | - Martin L. Moore
- Department of Pediatrics, Emory University, Atlanta, Georgia
| | | | - Tina V. Hartert
- Division of Allergy, Pulmonary, and Critical Care Medicine and
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Turi KN, Romick-Rosendale L, Gebretsadik T, Watanabe M, Brunwasser S, Anderson LJ, Moore ML, Larkin EK, Peebles RS, Hartert TV. Using urine metabolomics to understand the pathogenesis of infant respiratory syncytial virus (RSV) infection and its role in childhood wheezing. Metabolomics 2018; 14:135. [PMID: 30830453 PMCID: PMC6557166 DOI: 10.1007/s11306-018-1431-z] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Accepted: 09/21/2018] [Indexed: 12/31/2022]
Abstract
BACKGROUND Respiratory syncytial virus (RSV) infection in infants causes significant morbidity and is the strongest risk factor associated with asthma. Metabolites, which reflect the interactions between host cell and virus, provide an opportunity to identify the pathways that underlie severe infections and asthma development. OBJECTIVE To study metabolic profile differences between infants with RSV infection, and human rhinovirus (HRV) infection, and healthy infants. To compare infant metabolic differences between children who do and do not wheeze. METHODS In a term birth cohort, urine was collected while healthy and during acute viral respiratory infection with RSV and HRV. We used 1H-NMR to identify urinary metabolites. Multivariate and univariate statistics were used to discriminate metabolic profiles of infants with either RSV ARI, or HRV ARI, and healthy infants. Multivariable logistic regression was used to assess the association of urine metabolites with 1st-, 2nd-, and 3rd-year recurrent wheezing. RESULTS Several metabolites in nicotinate and nicotinamide metabolism pathways were down-regulated in infants with RSV infection compared to healthy controls. There were no significant differences in metabolite profiles between infants with RSV infection and infants with HRV Infection. Alanine was strongly associated with reduced risk of 1st-year wheezing (OR 0.18[0.0, 0.46]) and 2nd-year wheezing (OR 0.31[0.13, 0.73]), while 2-hydroxyisobutyric acid was associated with increased 3rd-year wheezing (OR 5.02[1.49, 16.93]) only among the RSV infected subset. CONCLUSION The metabolites associated with infant RSV infection and recurrent-wheezing are indicative of viral takeover of the cellular machinery and resources to enhance virulence, replication, and subversion of the host immune-response, highlighting metabolic pathways important in the pathogenesis of RSV infection and wheeze development.
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Affiliation(s)
- Kedir N Turi
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, 2525 West End Avenue, Suite 450, Nashville, TN, 37203, USA
| | - Lindsey Romick-Rosendale
- Department of Pathology, University of Cincinnati, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Tebeb Gebretsadik
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Miki Watanabe
- Department of Pathology, University of Cincinnati, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Steven Brunwasser
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, 2525 West End Avenue, Suite 450, Nashville, TN, 37203, USA
| | | | - Martin L Moore
- Department of Pediatrics, Emory University, Atlanta, GA, USA
| | - Emma K Larkin
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, 2525 West End Avenue, Suite 450, Nashville, TN, 37203, USA
| | - Ray Stokes Peebles
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, 2525 West End Avenue, Suite 450, Nashville, TN, 37203, USA
| | - Tina V Hartert
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, 2525 West End Avenue, Suite 450, Nashville, TN, 37203, USA.
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Brunwasser SM, Gebretsadik T, Gold DR, Turi KN, Stone CA, Datta S, Gern JE, Hartert TV. A new model of wheezing severity in young children using the validated ISAAC wheezing module: A latent variable approach with validation in independent cohorts. PLoS One 2018; 13:e0194739. [PMID: 29664908 PMCID: PMC5903664 DOI: 10.1371/journal.pone.0194739] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2018] [Accepted: 03/08/2018] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND The International Study of Asthma and Allergies in Children (ISAAC) Wheezing Module is commonly used to characterize pediatric asthma in epidemiological studies, including nearly all airway cohorts participating in the Environmental Influences on Child Health Outcomes (ECHO) consortium. However, there is no consensus model for operationalizing wheezing severity with this instrument in explanatory research studies. Severity is typically measured using coarsely-defined categorical variables, reducing power and potentially underestimating etiological associations. More precise measurement approaches could improve testing of etiological theories of wheezing illness. METHODS We evaluated a continuous latent variable model of pediatric wheezing severity based on four ISAAC Wheezing Module items. Analyses included subgroups of children from three independent cohorts whose parents reported past wheezing: infants ages 0-2 in the INSPIRE birth cohort study (Cohort 1; n = 657), 6-7-year-old North American children from Phase One of the ISAAC study (Cohort 2; n = 2,765), and 5-6-year-old children in the EHAAS birth cohort study (Cohort 3; n = 102). Models were estimated using structural equation modeling. RESULTS In all cohorts, covariance patterns implied by the latent variable model were consistent with the observed data, as indicated by non-significant χ2 goodness of fit tests (no evidence of model misspecification). Cohort 1 analyses showed that the latent factor structure was stable across time points and child sexes. In both cohorts 1 and 3, the latent wheezing severity variable was prospectively associated with wheeze-related clinical outcomes, including physician asthma diagnosis, acute corticosteroid use, and wheeze-related outpatient medical visits when adjusting for confounders. CONCLUSION We developed an easily applicable continuous latent variable model of pediatric wheezing severity based on items from the well-validated ISAAC Wheezing Module. This model prospectively associates with asthma morbidity, as demonstrated in two ECHO birth cohort studies, and provides a more statistically powerful method of testing etiologic hypotheses of childhood wheezing illness and asthma.
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Affiliation(s)
- Steven M. Brunwasser
- Vanderbilt University Medical Center, Department of Medicine, Division of Allergy, Pulmonary, and Critical Care Medicine, T-1218 Medical Center North, Nashville, TN, United States of America
- Vanderbilt University Medical Center, Department of Obstetrics and Gynecology, B-1118 MCN, Nashville, TN, United States of America
- * E-mail:
| | - Tebeb Gebretsadik
- Vanderbilt University Medical Center, Department of Biostatistics, West End, Nashville, TN, United States of America
| | - Diane R. Gold
- Channing Division of Network Medicine, Brigham and Women’s Hospital and Harvard Medical School, Department of Environmental Health, Boston, MA, United States of America
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America
| | - Kedir N. Turi
- Vanderbilt University Medical Center, Department of Medicine, Division of Allergy, Pulmonary, and Critical Care Medicine, T-1218 Medical Center North, Nashville, TN, United States of America
| | - Cosby A. Stone
- Vanderbilt University Medical Center, Department of Medicine, Division of Allergy, Pulmonary, and Critical Care Medicine, T-1218 Medical Center North, Nashville, TN, United States of America
| | - Soma Datta
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America
| | - James E. Gern
- University of Wisconsin-Madison, School of Medicine and Public Health, Department of Pediatrics, K4/918 CSC, Madison, WI, United States of America
| | - Tina V. Hartert
- Vanderbilt University Medical Center, Department of Medicine, Division of Allergy, Pulmonary, and Critical Care Medicine, T-1218 Medical Center North, Nashville, TN, United States of America
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Bloodworth MH, Rusznak M, Pfister CC, Zhang J, Bastarache L, Calvillo SA, Chappell JD, Boyd KL, Toki S, Newcomb DC, Stier MT, Zhou W, Goleniewska K, Moore ML, Hartert TV, Niswender KD, Peebles RS. Glucagon-like peptide 1 receptor signaling attenuates respiratory syncytial virus-induced type 2 responses and immunopathology. J Allergy Clin Immunol 2018; 142:683-687.e12. [PMID: 29678751 DOI: 10.1016/j.jaci.2018.01.053] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2017] [Revised: 01/08/2018] [Accepted: 01/24/2018] [Indexed: 01/11/2023]
Affiliation(s)
- Melissa H Bloodworth
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Mark Rusznak
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Connor C Pfister
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Jian Zhang
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Lisa Bastarache
- Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Sandra Alvarez Calvillo
- Division of Infectious Disease, Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, Tenn
| | - James D Chappell
- Division of Infectious Disease, Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Kelli L Boyd
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Shinji Toki
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Dawn C Newcomb
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, Tenn; Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Matthew T Stier
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Weisong Zhou
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Kasia Goleniewska
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Martin L Moore
- Division of Infectious Disease, Department of Pediatrics, Emory University School of Medicine, Atlanta, Ga
| | - Tina V Hartert
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Kevin D Niswender
- Division of Diabetes, Endocrinology, and Metabolism, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - R Stokes Peebles
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, Tenn; Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn.
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34
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Rosas-Salazar C, Shilts MH, Tovchigrechko A, Chappell JD, Larkin EK, Nelson KE, Moore ML, Anderson LJ, Das SR, Hartert TV. Nasopharyngeal Microbiome in Respiratory Syncytial Virus Resembles Profile Associated with Increased Childhood Asthma Risk. Am J Respir Crit Care Med 2017; 193:1180-3. [PMID: 27174483 DOI: 10.1164/rccm.201512-2350le] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
| | | | | | | | - Emma K Larkin
- 1 Vanderbilt University School of Medicine Nashville, Tennessee
| | | | - Martin L Moore
- 3 Emory University School of Medicine Atlanta, Georgia and.,4 Children's Healthcare of Atlanta Atlanta, Georgia
| | - Larry J Anderson
- 3 Emory University School of Medicine Atlanta, Georgia and.,4 Children's Healthcare of Atlanta Atlanta, Georgia
| | - Suman R Das
- 2 J. Craig Venter Institute Rockville, Maryland
| | - Tina V Hartert
- 1 Vanderbilt University School of Medicine Nashville, Tennessee
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Schleimer RP, Berdnikovs S. Etiology of epithelial barrier dysfunction in patients with type 2 inflammatory diseases. J Allergy Clin Immunol 2017; 139:1752-1761. [PMID: 28583447 DOI: 10.1016/j.jaci.2017.04.010] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Revised: 04/21/2017] [Accepted: 04/21/2017] [Indexed: 12/11/2022]
Abstract
Epithelial barriers of the skin, gastrointestinal tract, and airway serve common critical functions, such as maintaining a physical barrier against environmental insults and allergens and providing a tissue interface balancing the communication between the internal and external environments. We now understand that in patients with allergic disease, regardless of tissue location, the homeostatic balance of the epithelial barrier is skewed toward loss of differentiation, reduced junctional integrity, and impaired innate defense. Importantly, epithelial dysfunction characterized by these traits appears to pre-date atopy and development of allergic disease. Despite our growing appreciation of the centrality of barrier dysfunction in initiation of allergic disease, many important questions remain to be answered regarding mechanisms disrupting normal barrier function. Although our external environment (proteases, allergens, and injury) is classically thought of as a principal contributor to barrier disruption associated with allergic sensitization, there is a need to better understand contributions of the internal environment (hormones, diet, and circadian clock). Systemic drivers of disease, such as alterations of the endocrine system, metabolism, and aberrant control of developmental signaling, are emerging as new players in driving epithelial dysfunction and allergic predisposition at various barrier sites. Identifying such central mediators of epithelial dysfunction using both systems biology tools and causality-driven laboratory experimentation will be essential in building new strategic interventions to prevent or reverse the process of barrier loss in allergic patients.
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Affiliation(s)
- Robert P Schleimer
- Division of Allergy and Immunology, Northwestern University Feinberg School of Medicine, Chicago, Ill
| | - Sergejs Berdnikovs
- Division of Allergy and Immunology, Northwestern University Feinberg School of Medicine, Chicago, Ill.
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Vandini S, Biagi C, Lanari M. Respiratory Syncytial Virus: The Influence of Serotype and Genotype Variability on Clinical Course of Infection. Int J Mol Sci 2017; 18:ijms18081717. [PMID: 28783078 PMCID: PMC5578107 DOI: 10.3390/ijms18081717] [Citation(s) in RCA: 85] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Revised: 07/26/2017] [Accepted: 07/30/2017] [Indexed: 11/25/2022] Open
Abstract
Respiratory syncytial virus (RSV) belongs to the recently defined Pneumoviridae family, Orthopneumovirus genus. It is the leading cause of acute bronchiolitis and one of the most common causes of infant viral death worldwide, with infection typically occurring as recurrent seasonal epidemics. There are two major RSV subtypes, A and B, and multiple genotypes, which can coexist during RSV epidemic season every year and result in different disease severity. Recently, new RSV genomic sequences and analysis of RSV genotypes have provided important data for understanding RSV pathogenesis. Novel RSV strains do spread rapidly and widely, and a knowledge of viral strain-specific phenotypes may be important in order to include the more virulent strains in future therapeutical options and vaccine development. Here we summarize recent literature exploring genetic and molecular aspects related to RSV infection, their impact on the clinical course of the disease and their potential utility in the development of safe and effective preventive and therapeutic strategies.
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Affiliation(s)
- Silvia Vandini
- Pediatrics and Neonatology Unit, Imola Hospital, 40026 Imola, Italy.
| | - Carlotta Biagi
- Department of Pediatric Emergency, S. Orsola-Malpighi Hospital, University of Bologna, 40138 Bologna, Italy.
| | - Marcello Lanari
- Department of Pediatric Emergency, S. Orsola-Malpighi Hospital, University of Bologna, 40138 Bologna, Italy.
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Achten NB, Wu P, Bont L, Blanken MO, Gebretsadik T, Chappell JD, Wang L, Yu C, Larkin EK, Carroll KN, Anderson LJ, Moore ML, Sloan CD, Hartert TV. Interference Between Respiratory Syncytial Virus and Human Rhinovirus Infection in Infancy. J Infect Dis 2017; 215:1102-1106. [PMID: 28368456 DOI: 10.1093/infdis/jix031] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Accepted: 03/15/2017] [Indexed: 11/14/2022] Open
Abstract
Background Respiratory syncytial virus (RSV) and human rhinovirus (HRV) are the most common viruses associated with acute respiratory tract infections in infancy. Viral interference is important in understanding respiratory viral circulation and the impact of vaccines. Methods To study viral interference, we evaluated cases of RSV and HRV codetection by polymerase chain reaction in 2 prospective birth cohort studies (the Infant Susceptibility to Pulmonary Infections and Asthma Following RSV Exposure [INSPIRE] study and the Tennessee Children's Respiratory Initiative [TCRI]) and a double-blinded, randomized, controlled trial (MAKI), using adjusted multivariable regression analyses. Results Among 3263 respiratory tract samples, 24.5% (798) and 37.3% (1216) were RSV and HRV positive, respectively. The odds of HRV infection were significantly lower in RSV-infected infants in all cohorts, with adjusted odds ratios of 0.30 (95% confidence interval [CI], .22-.40 in the INSPIRE study, 0.18 (95% CI, .11-.28) in the TCRI (adjusted for disease severity), and 0.34 (95% CI, .16-.72) in the MAKI trial. HRV infection was significantly more common among infants administered RSV immunoprophylaxis, compared with infants who did not receive immunoprophylaxis (OR, 1.65; 95% CI, 1.65-2.39). Conclusions A negative association of RSV on HRV codetection was consistently observed across populations, seasons, disease severity, and geographical regions. Suppressing RSV infection by RSV immunoprophylaxis might increase the risk of having HRV infection.
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Affiliation(s)
- Niek B Achten
- Department of Pediatric Immunology and Infectious Diseases, University Medical Center Utrecht, the Netherlands
| | - Pingsheng Wu
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine
| | - Louis Bont
- Department of Pediatric Immunology and Infectious Diseases, University Medical Center Utrecht, the Netherlands
| | - Maarten O Blanken
- Department of Pediatric Immunology and Infectious Diseases, University Medical Center Utrecht, the Netherlands
| | | | | | | | | | - Emma K Larkin
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine
| | - Kecia N Carroll
- Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Larry J Anderson
- Department of Pediatrics, Emory University, Atlanta, Georgia; and
| | - Martin L Moore
- Department of Pediatrics, Emory University, Atlanta, Georgia; and
| | - Chantel D Sloan
- Department of Health Science, College of Life Sciences, Brigham Young University, Provo, Utah
| | - Tina V Hartert
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine
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38
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Rosas-Salazar C, Shilts MH, Tovchigrechko A, Schobel S, Chappell JD, Larkin EK, Shankar J, Yooseph S, Nelson KE, Halpin RA, Moore ML, Anderson LJ, Peebles RS, Das SR, Hartert TV. Differences in the Nasopharyngeal Microbiome During Acute Respiratory Tract Infection With Human Rhinovirus and Respiratory Syncytial Virus in Infancy. J Infect Dis 2017; 214:1924-1928. [PMID: 27923952 DOI: 10.1093/infdis/jiw456] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Accepted: 09/21/2016] [Indexed: 12/28/2022] Open
Abstract
Respiratory viruses alter the nasopharyngeal microbiome and may be associated with a distinct microbial signature. To test this hypothesis, we compared the nasopharyngeal microbiome of 135 previously healthy infants with acute respiratory infection due to human rhinovirus (HRV; n = 52) or respiratory syncytial virus (RSV; n = 83). The nasopharyngeal microbiome was assessed by sequencing the V4 region of the 16S ribosomal RNA. Respiratory viruses were identified by quantitative reverse-transcription polymerase chain reaction. We found significant differences in the overall taxonomic composition and abundance of certain bacterial genera between infants infected with HRV and those infected with RSV. Our results suggest that respiratory tract viral infections are associated with different nasopharyngeal microbial profiles.
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Affiliation(s)
| | - Meghan H Shilts
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee.,Infectious Disease Group.,Infectious Disease Group
| | | | - Seth Schobel
- Bioinformatics Group, J. Craig Venter Institute, Rockville, Maryland
| | | | - Emma K Larkin
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Jyoti Shankar
- Bioinformatics Group, J. Craig Venter Institute, Rockville, Maryland
| | | | - Karen E Nelson
- Genomic Medicine Group, J. Craig Venter Institute, La Jolla, California
| | | | - Martin L Moore
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia
| | - Larry J Anderson
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia
| | - R Stokes Peebles
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Suman R Das
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee.,Infectious Disease Group.,Infectious Disease Group
| | - Tina V Hartert
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
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39
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Stier MT, Bloodworth MH, Toki S, Newcomb DC, Goleniewska K, Boyd KL, Quitalig M, Hotard AL, Moore ML, Hartert TV, Zhou B, McKenzie AN, Peebles RS. Respiratory syncytial virus infection activates IL-13-producing group 2 innate lymphoid cells through thymic stromal lymphopoietin. J Allergy Clin Immunol 2016; 138:814-824.e11. [PMID: 27156176 PMCID: PMC5014571 DOI: 10.1016/j.jaci.2016.01.050] [Citation(s) in RCA: 142] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2015] [Revised: 01/12/2016] [Accepted: 01/29/2016] [Indexed: 12/29/2022]
Abstract
BACKGROUND Respiratory syncytial virus (RSV) is a major health care burden with a particularly high worldwide morbidity and mortality rate among infants. Data suggest that severe RSV-associated illness is in part caused by immunopathology associated with a robust type 2 response. OBJECTIVE We sought to determine the capacity of RSV infection to stimulate group 2 innate lymphoid cells (ILC2s) and the associated mechanism in a murine model. METHODS Wild-type (WT) BALB/c, thymic stromal lymphopoietin receptor (TSLPR) knockout (KO), or WT mice receiving an anti-TSLP neutralizing antibody were infected with the RSV strain 01/2-20. During the first 4 to 6 days of infection, lungs were collected for evaluation of viral load, protein concentration, airway mucus, airway reactivity, or ILC2 numbers. Results were confirmed with 2 additional RSV clinical isolates, 12/11-19 and 12/12-6, with known human pathogenic potential. RESULTS RSV induced a 3-fold increase in the number of IL-13-producing ILC2s at day 4 after infection, with a concurrent increase in total lung IL-13 levels. Both thymic stromal lymphopoietin (TSLP) and IL-33 levels were increased 12 hours after infection. TSLPR KO mice did not mount an IL-13-producing ILC2 response to RSV infection. Additionally, neutralization of TSLP significantly attenuated the RSV-induced IL-13-producing ILC2 response. TSLPR KO mice displayed reduced lung IL-13 protein levels, decreased airway mucus and reactivity, attenuated weight loss, and similar viral loads as WT mice. Both 12/11-19 and 12/12-6 similarly induced IL-13-producing ILC2s through a TSLP-dependent mechanism. CONCLUSION These data demonstrate that multiple pathogenic strains of RSV induce IL-13-producing ILC2 proliferation and activation through a TSLP-dependent mechanism in a murine model and suggest the potential therapeutic targeting of TSLP during severe RSV infection.
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Affiliation(s)
- Matthew T Stier
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Melissa H Bloodworth
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Shinji Toki
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Dawn C Newcomb
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, Tenn; Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Kasia Goleniewska
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Kelli L Boyd
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Marc Quitalig
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Anne L Hotard
- Division of Infectious Disease, Department of Pediatrics, Emory University School of Medicine, and Children's Healthcare of Atlanta, Atlanta, Ga
| | - Martin L Moore
- Division of Infectious Disease, Department of Pediatrics, Emory University School of Medicine, and Children's Healthcare of Atlanta, Atlanta, Ga
| | - Tina V Hartert
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn
| | - Baohua Zhou
- Wells Center for Pediatric Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Ind
| | - Andrew N McKenzie
- MRC Laboratory of Molecular Biology, Cambridge University, Cambridge, United Kingdom
| | - R Stokes Peebles
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, Tenn; Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tenn.
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40
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Hasegawa K, Dumas O, Hartert TV, Camargo CA. Advancing our understanding of infant bronchiolitis through phenotyping and endotyping: clinical and molecular approaches. Expert Rev Respir Med 2016; 10:891-9. [PMID: 27192374 DOI: 10.1080/17476348.2016.1190647] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
INTRODUCTION Bronchiolitis is a major public health problem worldwide. However, no effective treatment strategies are available, other than supportive care. AREAS COVERED Although bronchiolitis has been considered a single disease diagnosed based on clinical characteristics, emerging evidence supports both clinical and pathobiological heterogeneity. The characterization of this heterogeneity supports the concept that bronchiolitis consists of multiple phenotypes or consistent grouping of characteristics. Expert commentary: Using unbiased statistical approaches, multidimentional clinical characteristics will derive bronchiolitis phenotypes. Furthermore, molecular and systems biology approaches will, by linking pathobiology to phenotype, identify endotypes. Large cohort studies of bronchiolitis with comprehensive clinical characterization and system-wide profiling of the '-omics' data (e.g., host genome, transcriptome, epigenome, viral genome, microbiome, metabolome) should enhance our ability to molecularly understand these phenotypes and lead to more targeted and personalized approaches to bronchiolitis treatment.
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Affiliation(s)
- Kohei Hasegawa
- a Department of Emergency Medicine , Massachusetts General Hospital, Harvard Medical School , Boston , MA , USA
| | - Orianne Dumas
- b INSERM U1168, VIMA: Aging and Chronic Diseases, Epidemiological and Public Health Approaches, Univ. Versailles St-Quentin-en-Yvelines , Villejuif , France
| | - Tina V Hartert
- c Center for Asthma & Environmental Health Sciences Research, Department of Medicine, Division of Allergy, Pulmonary and Critical Care Medicine , Vanderbilt University School of Medicine , Nashville , TN , USA
| | - Carlos A Camargo
- a Department of Emergency Medicine , Massachusetts General Hospital, Harvard Medical School , Boston , MA , USA
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41
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Respiratory Syncytial Virus whole-genome sequencing identifies convergent evolution of sequence duplication in the C-terminus of the G gene. Sci Rep 2016; 6:26311. [PMID: 27212633 PMCID: PMC4876326 DOI: 10.1038/srep26311] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 05/03/2016] [Indexed: 11/25/2022] Open
Abstract
Respiratory Syncytial Virus (RSV) is responsible for considerable morbidity and mortality worldwide and is the most important respiratory viral pathogen in infants. Extensive sequence variability within and between RSV group A and B viruses and the ability of multiple clades and sub-clades of RSV to co-circulate are likely mechanisms contributing to the evasion of herd immunity. Surveillance and large-scale whole-genome sequencing of RSV is currently limited but would help identify its evolutionary dynamics and sites of selective immune evasion. In this study, we performed complete-genome next-generation sequencing of 92 RSV isolates from infants in central Tennessee during the 2012–2014 RSV seasons. We identified multiple co-circulating clades of RSV from both the A and B groups. Each clade is defined by signature N- and O-linked glycosylation patterns. Analyses of specific RSV genes revealed high rates of positive selection in the attachment (G) gene. We identified RSV-A viruses in circulation with and without a recently reported 72-nucleotide G gene sequence duplication. Furthermore, we show evidence of convergent evolution of G gene sequence duplication and fixation over time, which suggests a potential fitness advantage of RSV with the G sequence duplication.
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42
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Shilts MH, Rosas-Salazar C, Tovchigrechko A, Larkin EK, Torralba M, Akopov A, Halpin R, Peebles RS, Moore ML, Anderson LJ, Nelson KE, Hartert TV, Das SR. Minimally Invasive Sampling Method Identifies Differences in Taxonomic Richness of Nasal Microbiomes in Young Infants Associated with Mode of Delivery. MICROBIAL ECOLOGY 2016; 71:233-42. [PMID: 26370110 PMCID: PMC4688197 DOI: 10.1007/s00248-015-0663-y] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Accepted: 08/17/2015] [Indexed: 05/26/2023]
Abstract
To date, there is a limited understanding of the role of the airway microbiome in the early life development of respiratory diseases such as asthma, partly due to a lack of simple and minimally invasive sample collection methods. In order to characterize the baseline microbiome of the upper respiratory tract (URT) in infants, a comparatively non-invasive method for sampling the URT microbiome suitable for use in infants was developed. Microbiome samples were collected by placing filter paper in the nostrils of 33 healthy, term infants enrolled as part of the Infant Susceptibility to Pulmonary Infections and Asthma Following RSV Exposure (INSPIRE) study. After bacterial genomic DNA was extracted from the filters, amplicons were generated with universal primers targeting the V1-V3 region of the 16S rRNA gene. This method was capable of capturing a wide variety of taxa expected to inhabit the nasal cavity. Analyses stratifying subjects by demographic and environmental factors previously observed or predicted to influence microbial communities were performed. Microbial community richness was found to be higher in infants who had been delivered via Cesarean section and in those who had been formula-fed; an association was observed between diet and delivery, which confounds this analysis. We have established a baseline URT microbiome using a non-invasive filter paper nasal sampling for this population, and future studies will be performed in this large observational cohort of infants to investigate the relationship between viral infections, the URT microbiota, and the development of childhood wheezing illnesses.
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Affiliation(s)
- Meghan H Shilts
- Infectious Diseases Group, J. Craig Venter Institute, 9704 Medical Center Dr., Rockville, MD, 20850, USA
| | | | | | - Emma K Larkin
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Manolito Torralba
- Genomic Medicine Group, J. Craig Venter Institute, Rockville, MD, USA
| | - Asmik Akopov
- Infectious Diseases Group, J. Craig Venter Institute, 9704 Medical Center Dr., Rockville, MD, 20850, USA
| | - Rebecca Halpin
- Infectious Diseases Group, J. Craig Venter Institute, 9704 Medical Center Dr., Rockville, MD, 20850, USA
| | - R Stokes Peebles
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Martin L Moore
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Larry J Anderson
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Karen E Nelson
- Genomic Medicine Group, J. Craig Venter Institute, Rockville, MD, USA
| | - Tina V Hartert
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Suman R Das
- Infectious Diseases Group, J. Craig Venter Institute, 9704 Medical Center Dr., Rockville, MD, 20850, USA.
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43
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Molecular Evolution and Intraclade Recombination of Enterovirus D68 during the 2014 Outbreak in the United States. J Virol 2015; 90:1997-2007. [PMID: 26656685 DOI: 10.1128/jvi.02418-15] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2015] [Accepted: 11/30/2015] [Indexed: 12/12/2022] Open
Abstract
UNLABELLED In August 2014, an outbreak of enterovirus D68 (EV-D68) occurred in North America, causing severe respiratory disease in children. Due to a lack of complete genome sequence data, there is only a limited understanding of the molecular evolution and epidemiology of EV-D68 during this outbreak, and it is uncertain whether the differing clinical manifestations of EV-D68 infection are associated with specific viral lineages. We developed a high-throughput complete genome sequencing pipeline for EV-D68 that produced a total of 59 complete genomes from respiratory samples with a 95% success rate, including 57 genomes from Kansas City, MO, collected during the 2014 outbreak. With these data in hand, we performed phylogenetic analyses of complete genome and VP1 capsid protein sequences. Notably, we observed considerable genetic diversity among EV-D68 isolates in Kansas City, manifest as phylogenetically distinct lineages, indicative of multiple introductions of this virus into the city. In addition, we identified an intersubclade recombination event within EV-D68, the first recombinant in this virus reported to date. Finally, we found no significant association between EV-D68 genetic variation, either lineages or individual mutations, and a variety of demographic and clinical variables, suggesting that host factors likely play a major role in determining disease severity. Overall, our study revealed the complex pattern of viral evolution within a single geographic locality during a single outbreak, which has implications for the design of effective intervention and prevention strategies. IMPORTANCE Until recently, EV-D68 was considered to be an uncommon human pathogen, associated with mild respiratory illness. However, in 2014 EV-D68 was responsible for more than 1,000 disease cases in North America, including severe respiratory illness in children and acute flaccid myelitis, raising concerns about its potential impact on public health. Despite the emergence of EV-D68, a lack of full-length genome sequences means that little is known about the molecular evolution of this virus within a single geographic locality during a single outbreak. Here, we doubled the number of publicly available complete genome sequences of EV-D68 by performing high-throughput next-generation sequencing, characterized the evolutionary history of this outbreak in detail, identified a recombination event, and investigated whether there was any correlation between the demographic and clinical characteristics of the patients and the viral variant that infected them. Overall, these results will help inform the design of intervention strategies for EV-D68.
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