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Gorman BR, Voloudakis G, Igo RP, Kinzy T, Halladay CW, Bigdeli TB, Zeng B, Venkatesh S, Cooke Bailey JN, Crawford DC, Markianos K, Dong F, Schreiner PA, Zhang W, Hadi T, Anger MD, Stockwell A, Melles RB, Yin J, Choquet H, Kaye R, Patasova K, Patel PJ, Yaspan BL, Jorgenson E, Hysi PG, Lotery AJ, Gaziano JM, Tsao PS, Fliesler SJ, Sullivan JM, Greenberg PB, Wu WC, Assimes TL, Pyarajan S, Roussos P, Peachey NS, Iyengar SK. Genome-wide association analyses identify distinct genetic architectures for age-related macular degeneration across ancestries. Nat Genet 2024; 56:2659-2671. [PMID: 39623103 DOI: 10.1038/s41588-024-01764-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 04/22/2024] [Indexed: 12/12/2024]
Abstract
To effectively reduce vision loss due to age-related macular generation (AMD) on a global scale, knowledge of its genetic architecture in diverse populations is necessary. A critical element, AMD risk profiles in African and Hispanic/Latino ancestries, remains largely unknown. We combined data in the Million Veteran Program with five other cohorts to conduct the first multi-ancestry genome-wide association study of AMD and discovered 63 loci (30 novel). We observe marked cross-ancestry heterogeneity at major risk loci, especially in African-ancestry populations which demonstrate a primary signal in a major histocompatibility complex class II haplotype and reduced risk at the established CFH and ARMS2/HTRA1 loci. Dissecting local ancestry in admixed individuals, we find significantly smaller marginal effect sizes for CFH risk alleles in African ancestry haplotypes. Broadening efforts to include ancestrally distinct populations helped uncover genes and pathways that boost risk in an ancestry-dependent manner and are potential targets for corrective therapies.
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Affiliation(s)
- Bryan R Gorman
- Center for Data and Computational Sciences (C-DACS), VA Cooperative Studies Program, VA Boston Healthcare System, Boston, MA, USA
- Booz Allen Hamilton, McLean, VA, USA
| | - Georgios Voloudakis
- Center for Disease Neurogenomics, Department of Psychiatry; Friedman Brain Institute; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Precision Medicine and Translational Therapeutics, VISN 2 Mental Illness Research, Education, and Clinical Center (MIRECC), James J. Peters Veterans Affairs Medical Center, New York/New Jersey VA Health Care Network, Bronx, NY, USA
| | - Robert P Igo
- Research Service, VA Northeast Ohio Healthcare System, Cleveland, OH, USA
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Tyler Kinzy
- Research Service, VA Northeast Ohio Healthcare System, Cleveland, OH, USA
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Christopher W Halladay
- Center of Innovation in Long Term Services and Supports, VA Providence Healthcare System, Providence, RI, USA
| | - Tim B Bigdeli
- Research Service, VA New York Harbor Healthcare System, Brooklyn, NY, USA
- Department of Psychiatry and Behavioral Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Biao Zeng
- Center for Disease Neurogenomics, Department of Psychiatry; Friedman Brain Institute; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sanan Venkatesh
- Center for Disease Neurogenomics, Department of Psychiatry; Friedman Brain Institute; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Precision Medicine and Translational Therapeutics, VISN 2 Mental Illness Research, Education, and Clinical Center (MIRECC), James J. Peters Veterans Affairs Medical Center, New York/New Jersey VA Health Care Network, Bronx, NY, USA
| | - Jessica N Cooke Bailey
- Research Service, VA Northeast Ohio Healthcare System, Cleveland, OH, USA
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
- Cleveland Institute for Computational Biology, Case Western Reserve University, Cleveland, OH, USA
- Department of Genetics & Genome Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Dana C Crawford
- Research Service, VA Northeast Ohio Healthcare System, Cleveland, OH, USA
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
- Cleveland Institute for Computational Biology, Case Western Reserve University, Cleveland, OH, USA
- Department of Genetics & Genome Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Kyriacos Markianos
- Center for Data and Computational Sciences (C-DACS), VA Cooperative Studies Program, VA Boston Healthcare System, Boston, MA, USA
| | - Frederick Dong
- Center for Data and Computational Sciences (C-DACS), VA Cooperative Studies Program, VA Boston Healthcare System, Boston, MA, USA
- Booz Allen Hamilton, McLean, VA, USA
| | - Patrick A Schreiner
- Center for Data and Computational Sciences (C-DACS), VA Cooperative Studies Program, VA Boston Healthcare System, Boston, MA, USA
- Booz Allen Hamilton, McLean, VA, USA
| | - Wen Zhang
- Center for Disease Neurogenomics, Department of Psychiatry; Friedman Brain Institute; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Tamer Hadi
- Eye Clinic, VA Northeast Ohio Healthcare System, Cleveland, OH, USA
- Department of Ophthalmology and Visual Sciences, University Hospitals Eye Institute, Cleveland, OH, USA
| | - Matthew D Anger
- Eye Clinic, VA Western NY Healthcare System, Buffalo, NY, USA
- Ophthalmology, Jacobs School of Medicine and Biomedical Sciences, SUNY-University at Buffalo, Buffalo, NY, USA
| | - Amy Stockwell
- Department of Human Genetics, Genentech, South San Francisco, CA, USA
| | - Ronald B Melles
- Department of Ophthalmology, Kaiser Permanente Northern California, Redwood City, CA, USA
| | - Jie Yin
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Hélène Choquet
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Rebecca Kaye
- Southampton Eye Unit, University Hospital Southampton National Health Service Foundation Trust, Southampton, UK
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Karina Patasova
- Section of Ophthalmology, School of Life Course Sciences, King's College London, London, UK
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - Praveen J Patel
- National Institute for Health and Care Research Biomedical Research Centre, Moorfields Eye Hospital National Health Service Foundation Trust, London, UK
- Institute of Ophthalmology, University College London, London, UK
| | - Brian L Yaspan
- Department of Human Genetics, Genentech, South San Francisco, CA, USA
| | | | - Pirro G Hysi
- Section of Ophthalmology, School of Life Course Sciences, King's College London, London, UK
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
- UCL Great Ormond Street Institute of Child Health, King's College London, London, UK
- Sørlandet Sykehus Arendal, Arendal Hospital, Arendal, Norway
| | - Andrew J Lotery
- Southampton Eye Unit, University Hospital Southampton National Health Service Foundation Trust, Southampton, UK
- Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - J Michael Gaziano
- Million Veteran Program Coordinating Center, VA Boston Healthcare System, Boston, MA, USA
- Division of Aging, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Philip S Tsao
- VA Palo Alto Epidemiology Research and Information Center for Genomics, VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Steven J Fliesler
- Ophthalmology, Jacobs School of Medicine and Biomedical Sciences, SUNY-University at Buffalo, Buffalo, NY, USA
- Research Service, VA Western NY Healthcare System, Buffalo, NY, USA
- Biochemistry, Jacobs School of Medicine and Biomedical Sciences, SUNY-University at Buffalo, Buffalo, NY, USA
- Graduate Program in Neurosciences, Jacobs School of Medicine and Biomedical Sciences, SUNY-University at Buffalo, Buffalo, NY, USA
| | - Jack M Sullivan
- Ophthalmology, Jacobs School of Medicine and Biomedical Sciences, SUNY-University at Buffalo, Buffalo, NY, USA
- Research Service, VA Western NY Healthcare System, Buffalo, NY, USA
- Graduate Program in Neurosciences, Jacobs School of Medicine and Biomedical Sciences, SUNY-University at Buffalo, Buffalo, NY, USA
| | - Paul B Greenberg
- Section of Ophthalmology, VA Providence Healthcare System, Providence, RI, USA
- Division of Ophthalmology, Alpert Medical School, Brown University, Providence, RI, USA
| | - Wen-Chih Wu
- Section of Cardiology, Medical Service, VA Providence Healthcare System, Providence, RI, USA
- Division of Cardiology, Department of Medicine, Alpert Medical School, Brown University, Providence, RI, USA
| | - Themistocles L Assimes
- VA Palo Alto Epidemiology Research and Information Center for Genomics, VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Saiju Pyarajan
- Center for Data and Computational Sciences (C-DACS), VA Cooperative Studies Program, VA Boston Healthcare System, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Panos Roussos
- Center for Disease Neurogenomics, Department of Psychiatry; Friedman Brain Institute; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Center for Precision Medicine and Translational Therapeutics, VISN 2 Mental Illness Research, Education, and Clinical Center (MIRECC), James J. Peters Veterans Affairs Medical Center, New York/New Jersey VA Health Care Network, Bronx, NY, USA.
| | - Neal S Peachey
- Research Service, VA Northeast Ohio Healthcare System, Cleveland, OH, USA.
- Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA.
- Department of Ophthalmology, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA.
| | - Sudha K Iyengar
- Research Service, VA Northeast Ohio Healthcare System, Cleveland, OH, USA.
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA.
- Cleveland Institute for Computational Biology, Case Western Reserve University, Cleveland, OH, USA.
- Department of Genetics & Genome Sciences, Case Western Reserve University, Cleveland, OH, USA.
- Department of Ophthalmology and Visual Sciences, University Hospitals Eye Institute, Cleveland, OH, USA.
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2
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Diz-de Almeida S, Cruz R, Luchessi AD, Lorenzo-Salazar JM, de Heredia ML, Quintela I, González-Montelongo R, Nogueira Silbiger V, Porras MS, Tenorio Castaño JA, Nevado J, Aguado JM, Aguilar C, Aguilera-Albesa S, Almadana V, Almoguera B, Alvarez N, Andreu-Bernabeu Á, Arana-Arri E, Arango C, Arranz MJ, Artiga MJ, Baptista-Rosas RC, Barreda-Sánchez M, Belhassen-Garcia M, Bezerra JF, Bezerra MAC, Boix-Palop L, Brion M, Brugada R, Bustos M, Calderón EJ, Carbonell C, Castano L, Castelao JE, Conde-Vicente R, Cordero-Lorenzana ML, Cortes-Sanchez JL, Corton M, Darnaude MT, De Martino-Rodríguez A, Del Campo-Pérez V, de Bustamante AD, Domínguez-Garrido E, Eirós R, Fariñas MC, Fernandez-Nestosa MJ, Fernández-Robelo U, Fernández-Rodríguez A, Fernández-Villa T, Gago-Dominguez M, Gil-Fournier B, Gómez-Arrue J, Álvarez BG, Bernaldo de Quirós FG, González-Neira A, González-Peñas J, Gutiérrez-Bautista JF, Herrero MJ, Herrero-Gonzalez A, Jimenez-Sousa MA, Lattig MC, Borja AL, Lopez-Rodriguez R, Mancebo E, Martín-López C, Martín V, Martinez-Nieto O, Martinez-Lopez I, Martinez-Resendez MF, Martinez-Perez A, Mazzeu JF, Macías EM, Minguez P, Cuerda VM, Oliveira SF, Ortega-Paino E, Parellada M, Paz-Artal E, Santos NPC, Pérez-Matute P, Perez P, Pérez-Tomás ME, Perucho T, Pinsach-Abuin M, Pita G, Pompa-Mera EN, Porras-Hurtado GL, Pujol A, León SR, Resino S, Fernandes MR, Rodríguez-Ruiz E, Rodriguez-Artalejo F, Rodriguez-Garcia JA, Ruiz-Cabello F, Ruiz-Hornillos J, Ryan P, Soria JM, Souto JC, et alDiz-de Almeida S, Cruz R, Luchessi AD, Lorenzo-Salazar JM, de Heredia ML, Quintela I, González-Montelongo R, Nogueira Silbiger V, Porras MS, Tenorio Castaño JA, Nevado J, Aguado JM, Aguilar C, Aguilera-Albesa S, Almadana V, Almoguera B, Alvarez N, Andreu-Bernabeu Á, Arana-Arri E, Arango C, Arranz MJ, Artiga MJ, Baptista-Rosas RC, Barreda-Sánchez M, Belhassen-Garcia M, Bezerra JF, Bezerra MAC, Boix-Palop L, Brion M, Brugada R, Bustos M, Calderón EJ, Carbonell C, Castano L, Castelao JE, Conde-Vicente R, Cordero-Lorenzana ML, Cortes-Sanchez JL, Corton M, Darnaude MT, De Martino-Rodríguez A, Del Campo-Pérez V, de Bustamante AD, Domínguez-Garrido E, Eirós R, Fariñas MC, Fernandez-Nestosa MJ, Fernández-Robelo U, Fernández-Rodríguez A, Fernández-Villa T, Gago-Dominguez M, Gil-Fournier B, Gómez-Arrue J, Álvarez BG, Bernaldo de Quirós FG, González-Neira A, González-Peñas J, Gutiérrez-Bautista JF, Herrero MJ, Herrero-Gonzalez A, Jimenez-Sousa MA, Lattig MC, Borja AL, Lopez-Rodriguez R, Mancebo E, Martín-López C, Martín V, Martinez-Nieto O, Martinez-Lopez I, Martinez-Resendez MF, Martinez-Perez A, Mazzeu JF, Macías EM, Minguez P, Cuerda VM, Oliveira SF, Ortega-Paino E, Parellada M, Paz-Artal E, Santos NPC, Pérez-Matute P, Perez P, Pérez-Tomás ME, Perucho T, Pinsach-Abuin M, Pita G, Pompa-Mera EN, Porras-Hurtado GL, Pujol A, León SR, Resino S, Fernandes MR, Rodríguez-Ruiz E, Rodriguez-Artalejo F, Rodriguez-Garcia JA, Ruiz-Cabello F, Ruiz-Hornillos J, Ryan P, Soria JM, Souto JC, Tamayo E, Tamayo-Velasco A, Taracido-Fernandez JC, Teper A, Torres-Tobar L, Urioste M, Valencia-Ramos J, Yáñez Z, Zarate R, de Rojas I, Ruiz A, Sánchez P, Real LM, Guillen-Navarro E, Ayuso C, Parra E, Riancho JA, Rojas-Martinez A, Flores C, Lapunzina P, Carracedo Á. Novel risk loci for COVID-19 hospitalization among admixed American populations. eLife 2024; 13:RP93666. [PMID: 39361370 PMCID: PMC11449485 DOI: 10.7554/elife.93666] [Show More Authors] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/05/2024] Open
Abstract
The genetic basis of severe COVID-19 has been thoroughly studied, and many genetic risk factors shared between populations have been identified. However, reduced sample sizes from non-European groups have limited the discovery of population-specific common risk loci. In this second study nested in the SCOURGE consortium, we conducted a genome-wide association study (GWAS) for COVID-19 hospitalization in admixed Americans, comprising a total of 4702 hospitalized cases recruited by SCOURGE and seven other participating studies in the COVID-19 Host Genetic Initiative. We identified four genome-wide significant associations, two of which constitute novel loci and were first discovered in Latin American populations (BAZ2B and DDIAS). A trans-ethnic meta-analysis revealed another novel cross-population risk locus in CREBBP. Finally, we assessed the performance of a cross-ancestry polygenic risk score in the SCOURGE admixed American cohort. This study constitutes the largest GWAS for COVID-19 hospitalization in admixed Latin Americans conducted to date. This allowed to reveal novel risk loci and emphasize the need of considering the diversity of populations in genomic research.
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Affiliation(s)
- Silvia Diz-de Almeida
- ERN-ITHACA-European Reference Network, Soria, Spain
- Pediatric Neurology Unit, Department of Pediatrics, Navarra Health Service Hospital, Pamplona, Spain
- CIBERER, ISCIII, Madrid, Spain
- Centro Singular de Investigación en Medicina Molecular y Enfermedades Crónicas (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Raquel Cruz
- ERN-ITHACA-European Reference Network, Soria, Spain
- Pediatric Neurology Unit, Department of Pediatrics, Navarra Health Service Hospital, Pamplona, Spain
- CIBERER, ISCIII, Madrid, Spain
- Centro Singular de Investigación en Medicina Molecular y Enfermedades Crónicas (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Andre D Luchessi
- Universidade Federal do Rio Grande do Norte, Departamento de Analises Clinicas e Toxicologicas, Natal, Brazil
| | - José M Lorenzo-Salazar
- Genomics Division, Instituto Tecnológico y de Energías Renovables, Santa Cruz de Tenerife, Spain
| | | | - Inés Quintela
- Fundación Pública Galega de Medicina Xenómica, Sistema Galego de Saúde (SERGAS), Santiago de Compostela, Spain
| | | | - Vivian Nogueira Silbiger
- Universidade Federal do Rio Grande do Norte, Departamento de Analises Clinicas e Toxicologicas, Natal, Brazil
| | - Marta Sevilla Porras
- CIBERER, ISCIII, Madrid, Spain
- Instituto de Genética Médica y Molecular (INGEMM), Hospital Universitario La Paz IDIPAZ, Madrid, Spain
| | - Jair Antonio Tenorio Castaño
- ERN-ITHACA-European Reference Network, Soria, Spain
- CIBERER, ISCIII, Madrid, Spain
- Instituto de Genética Médica y Molecular (INGEMM), Hospital Universitario La Paz IDIPAZ, Madrid, Spain
| | - Julian Nevado
- ERN-ITHACA-European Reference Network, Soria, Spain
- CIBERER, ISCIII, Madrid, Spain
- Instituto de Genética Médica y Molecular (INGEMM), Hospital Universitario La Paz IDIPAZ, Madrid, Spain
| | - Jose María Aguado
- Unit of Infectious Diseases, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain
- Spanish Network for Research in Infectious Diseases (REIPI RD16/0016/0002), Instituto de Salud Carlos III, Madrid, Spain
- CIBERINFEC, ISCIII, Madrid, Spain
| | | | - Sergio Aguilera-Albesa
- Pediatric Neurology Unit, Department of Pediatrics, Navarra Health Service Hospital, Pamplona, Spain
- Navarra Health Service, NavarraBioMed Research Group, Pamplona, Spain
| | | | - Berta Almoguera
- CIBERER, ISCIII, Madrid, Spain
- Department of Genetics & Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital - Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain
| | - Nuria Alvarez
- Spanish National Cancer Research Centre, Human Genotyping-CEGEN Unit, Madrid, Spain
| | - Álvaro Andreu-Bernabeu
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón (IiSGM), Madrid, Spain
- School of Medicine, Universidad Complutense, Madrid, Spain
| | - Eunate Arana-Arri
- Biocruces Bizkai HRI, Bizkaia, Spain
- Cruces University Hospital, Osakidetza, Bizkaia, Spain
| | - Celso Arango
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón (IiSGM), Madrid, Spain
- School of Medicine, Universidad Complutense, Madrid, Spain
- Centre for Biomedical Network Research on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
| | - María J Arranz
- Fundació Docència I Recerca Mutua Terrassa, Barcelona, Spain
| | | | - Raúl C Baptista-Rosas
- Hospital General de Occidente, Zapopan Jalisco, Mexico
- Centro Universitario de Tonalá, Universidad de Guadalajara, Tonalá Jalisco, Mexico
- Centro de Investigación Multidisciplinario en Salud, Universidad de Guadalajara, Tonalá Jalisco, Mexico
| | - María Barreda-Sánchez
- Universidad Católica San Antonio de Murcia (UCAM), Murcia, Spain
- Instituto Murciano de Investigación Biosanitaria (IMIB-Arrixaca), Murcia, Spain
| | - Moncef Belhassen-Garcia
- Hospital Universitario de Salamanca-IBSAL, Servicio de Medicina Interna-Unidad de Enfermedades Infecciosas, Salamanca, Spain
| | - Joao F Bezerra
- Escola Tecnica de Saúde, Laboratorio de Vigilancia Molecular Aplicada, Brasilia, Brazil
| | - Marcos A C Bezerra
- Federal University of Pernambuco, Genetics Postgraduate Program, Recife, Brazil
| | | | - María Brion
- Instituto de Investigación Sanitaria de Santiago (IDIS), Xenética Cardiovascular, Santiago de Compostela, Spain
- CIBERCV, ISCIII, Madrid, Spain
| | - Ramón Brugada
- CIBERCV, ISCIII, Madrid, Spain
- Cardiovascular Genetics Center, Institut d'Investigació Biomèdica Girona (IDIBGI), Girona, Spain
- Medical Science Department, School of Medicine, University of Girona, Girona, Spain
- Hospital Josep Trueta, Cardiology Service, Girona, Spain
| | - Matilde Bustos
- Institute of Biomedicine of Seville (IBiS), Consejo Superior de Investigaciones Científicas (CSIC)- University of Seville- Virgen del Rocio University Hospital, Seville, Spain
| | - Enrique J Calderón
- Institute of Biomedicine of Seville (IBiS), Consejo Superior de Investigaciones Científicas (CSIC)- University of Seville- Virgen del Rocio University Hospital, Seville, Spain
- Departamento de Medicina, Hospital Universitario Virgen del Rocío, Universidad de Sevilla, Seville, Spain
- CIBERESP, ISCIII, Madrid, Spain
| | - Cristina Carbonell
- Hospital Universitario de Salamanca-IBSAL, Servicio de Medicina Interna, Salamanca, Spain
- Universidad de Salamanca, Salamanca, Spain
| | - Luis Castano
- CIBERER, ISCIII, Madrid, Spain
- Biocruces Bizkai HRI, Bizkaia, Spain
- Osakidetza, Cruces University Hospital, Bizkaia, Spain
- Centre for Biomedical Network Research on Diabetes and Metabolic Associated Diseases (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain
- University of Pais Vasco, UPV/EHU, Bizkaia, Spain
| | - Jose E Castelao
- Oncology and Genetics Unit, Instituto de Investigacion Sanitaria Galicia Sur, Xerencia de Xestion Integrada de Vigo-Servizo Galego de Saúde, Vigo, Spain
| | | | - M Lourdes Cordero-Lorenzana
- Servicio de Medicina intensiva, Complejo Hospitalario Universitario de A Coruña (CHUAC), Sistema Galego de Saúde (SERGAS), A Coruña, Spain
| | - Jose L Cortes-Sanchez
- Tecnológico de Monterrey, Monterrey, Mexico
- Department of Microgravity and Translational Regenerative Medicine, Otto von Guericke University, Magdeburg, Germany
| | - Marta Corton
- CIBERER, ISCIII, Madrid, Spain
- Department of Genetics & Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital - Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain
| | | | - Alba De Martino-Rodríguez
- Instituto Aragonés de Ciencias de la Salud (IACS), Zaragoza, Spain
- Instituto Investigación Sanitaria Aragón (IIS-Aragon), Zaragoza, Spain
| | - Victor Del Campo-Pérez
- Preventive Medicine Department, Instituto de Investigacion Sanitaria Galicia Sur, Xerencia de Xestion Integrada de Vigo-Servizo Galego de Saúde, Vigo, Spain
| | | | | | - Rocío Eirós
- Hospital Universitario de Salamanca-IBSAL, Servicio de Cardiología, Salamanca, Spain
| | - María Carmen Fariñas
- IDIVAL, Cantabria, Spain
- Hospital U M Valdecilla, Cantabria, Spain
- Universidad de Cantabria, Cantabria, Spain
| | | | - Uxía Fernández-Robelo
- Urgencias Hospitalarias, Complejo Hospitalario Universitario de A Coruña (CHUAC), Sistema Galego de Saúde (SERGAS), A Coruña, Spain
| | - Amanda Fernández-Rodríguez
- CIBERINFEC, ISCIII, Madrid, Spain
- Unidad de Infección Viral e Inmunidad, Centro Nacional de Microbiología (CNM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Tania Fernández-Villa
- CIBERESP, ISCIII, Madrid, Spain
- Grupo de Investigación en Interacciones Gen-Ambiente y Salud (GIIGAS) - Instituto de Biomedicina (IBIOMED), Universidad de León, León, Spain
| | - Manuela Gago-Dominguez
- Fundación Pública Galega de Medicina Xenómica, Sistema Galego de Saúde (SERGAS), Santiago de Compostela, Spain
- IDIS, Seongnam, Republic of Korea
| | | | - Javier Gómez-Arrue
- Instituto Aragonés de Ciencias de la Salud (IACS), Zaragoza, Spain
- Instituto Investigación Sanitaria Aragón (IIS-Aragon), Zaragoza, Spain
| | - Beatriz González Álvarez
- Instituto Aragonés de Ciencias de la Salud (IACS), Zaragoza, Spain
- Instituto Investigación Sanitaria Aragón (IIS-Aragon), Zaragoza, Spain
| | | | - Anna González-Neira
- Spanish National Cancer Research Centre, Human Genotyping-CEGEN Unit, Madrid, Spain
| | - Javier González-Peñas
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón (IiSGM), Madrid, Spain
- School of Medicine, Universidad Complutense, Madrid, Spain
- Centre for Biomedical Network Research on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
| | - Juan F Gutiérrez-Bautista
- Hospital Universitario Virgen de las Nieves, Servicio de Análisis Clínicos e Inmunología, Granada, Spain
| | - María José Herrero
- IIS La Fe, Plataforma de Farmacogenética, Valencia, Spain
- Universidad de Valencia, Departamento de Farmacología, Valencia, Spain
| | - Antonio Herrero-Gonzalez
- Data Analysis Department, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital - Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain
| | - María A Jimenez-Sousa
- CIBERINFEC, ISCIII, Madrid, Spain
- Unidad de Infección Viral e Inmunidad, Centro Nacional de Microbiología (CNM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - María Claudia Lattig
- Universidad de los Andes, Facultad de Ciencias, Bogotá, Colombia
- SIGEN Alianza Universidad de los Andes - Fundación Santa Fe de Bogotá, Bogotá, Colombia
| | | | - Rosario Lopez-Rodriguez
- CIBERER, ISCIII, Madrid, Spain
- Department of Genetics & Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital - Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain
- Facultad de Farmacia, Universidad San Pablo-CEU, CEU Universities, Urbanización Montepríncipe, Boadilla del Monte, Spain
| | - Esther Mancebo
- Hospital Universitario 12 de Octubre, Department of Immunology, Madrid, Spain
- Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Transplant Immunology and Immunodeficiencies Group, Madrid, Spain
| | | | - Vicente Martín
- CIBERESP, ISCIII, Madrid, Spain
- Grupo de Investigación en Interacciones Gen-Ambiente y Salud (GIIGAS) - Instituto de Biomedicina (IBIOMED), Universidad de León, León, Spain
| | - Oscar Martinez-Nieto
- SIGEN Alianza Universidad de los Andes - Fundación Santa Fe de Bogotá, Bogotá, Colombia
- Fundación Santa Fe de Bogota, Departamento Patologia y Laboratorios, Bogotá, Colombia
| | - Iciar Martinez-Lopez
- Unidad de Genética y Genómica Islas Baleares, Islas Baleares, Spain
- Hospital Universitario Son Espases, Unidad de Diagnóstico Molecular y Genética Clínica, Islas Baleares, Spain
| | | | - Angel Martinez-Perez
- Genomics of Complex Diseases Unit, Research Institute of Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, Barcelona, Spain
| | - Juliana F Mazzeu
- Universidade de Brasília, Faculdade de Medicina, Brasília, Brazil
- Programa de Pós-Graduação em Ciências Médicas (UnB), Brasília, Brazil
- Programa de Pós-Graduação em Ciencias da Saude (UnB), Brazila, Brazil
| | | | - Pablo Minguez
- CIBERER, ISCIII, Madrid, Spain
- Department of Genetics & Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital - Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain
| | - Victor Moreno Cuerda
- Hospital Universitario Mostoles, Medicina Interna, Madrid, Spai, Spain
- Universidad Francisco de Vitoria, Madrid, Spain
| | - Silviene F Oliveira
- Programa de Pós-Graduação em Ciencias da Saude (UnB), Brazila, Brazil
- Departamento de Genética e Morfologia, Instituto de Ciências Biológicas, Universidade de Brasília, Brasília, Brazil
- Programa de Pós-Graduação em Biologia Animal (UnB), Brasília, Brazil
- Programa de Pós-Graduação Profissional em Ensino de Biologia (UnB), Brasília, Brazil
| | - Eva Ortega-Paino
- Spanish National Cancer Research Centre, CNIO Biobank, Madrid, Spain
| | - Mara Parellada
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón (IiSGM), Madrid, Spain
- School of Medicine, Universidad Complutense, Madrid, Spain
- Centre for Biomedical Network Research on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
| | - Estela Paz-Artal
- Hospital Universitario 12 de Octubre, Department of Immunology, Madrid, Spain
- Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Transplant Immunology and Immunodeficiencies Group, Madrid, Spain
- Universidad Complutense de Madrid, Department of Immunology, Ophthalmology and ENT, Madrid, Spain
| | - Ney P C Santos
- Universidade Federal do Pará, Núcleo de Pesquisas em Oncologia, Belém, Brazil
| | - Patricia Pérez-Matute
- Infectious Diseases, Microbiota and Metabolism Unit, CSIC Associated Unit, Center for Biomedical Research of La Rioja (CIBIR), Logroño, Spain
| | | | - M Elena Pérez-Tomás
- Instituto Murciano de Investigación Biosanitaria (IMIB-Arrixaca), Murcia, Spain
| | | | - Mellina Pinsach-Abuin
- CIBERCV, ISCIII, Madrid, Spain
- Cardiovascular Genetics Center, Institut d'Investigació Biomèdica Girona (IDIBGI), Girona, Spain
| | - Guillermo Pita
- Spanish National Cancer Research Centre, Human Genotyping-CEGEN Unit, Madrid, Spain
| | - Ericka N Pompa-Mera
- Instituto Mexicano del Seguro Social (IMSS), Centro Médico Nacional Siglo XXI, Unidad de Investigación Médica en Enfermedades Infecciosas y Parasitarias, Mexico City, Mexico
- Instituto Mexicano del Seguro Social (IMSS), Centro Médico Nacional La Raza, Hospital de Infectología, Mexico City, Mexico
| | | | - Aurora Pujol
- CIBERER, ISCIII, Madrid, Spain
- Bellvitge Biomedical Research Institute (IDIBELL), Neurometabolic Diseases Laboratory, L'Hospitalet de Llobregat, Barcelona, Spain
- Catalan Institution of Research and Advanced Studies (ICREA), Barcelona, Spain
| | | | - Salvador Resino
- CIBERINFEC, ISCIII, Madrid, Spain
- Unidad de Infección Viral e Inmunidad, Centro Nacional de Microbiología (CNM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Marianne R Fernandes
- Universidade Federal do Pará, Núcleo de Pesquisas em Oncologia, Belém, Brazil
- Hospital Ophir Loyola, Departamento de Ensino e Pesquisa, Belém, Brazil
| | - Emilio Rodríguez-Ruiz
- IDIS, Seongnam, Republic of Korea
- Unidad de Cuidados Intensivos, Hospital Clínico Universitario de Santiago (CHUS), Sistema Galego de Saúde (SERGAS), Santiago de Compostela, Spain
| | - Fernando Rodriguez-Artalejo
- CIBERESP, ISCIII, Madrid, Spain
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
- IdiPaz (Instituto de Investigación Sanitaria Hospital Universitario La Paz), Madrid, Spain
- IMDEA-Food Institute, CEI UAM+CSIC, Madrid, Spain
| | | | - Francisco Ruiz-Cabello
- IDIS, Seongnam, Republic of Korea
- Instituto de Investigación Biosanitaria de Granada (ibs GRANADA), Granada, Spain
- Universidad de Granada, Departamento Bioquímica, Biología Molecular e Inmunología III, Granada, Spain
| | - Javier Ruiz-Hornillos
- Hospital Infanta Elena, Allergy Unit, Valdemoro, Madrid, Spain
- Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital - Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain
- Faculty of Medicine, Universidad Francisco de Vitoria, Madrid, Spain
| | - Pablo Ryan
- CIBERINFEC, ISCIII, Madrid, Spain
- Hospital Universitario Infanta Leonor, Madrid, Spain
- Complutense University of Madrid, Madrid, Spain
- Gregorio Marañón Health Research Institute (IiSGM), Madrid, Spain
| | - José Manuel Soria
- Genomics of Complex Diseases Unit, Research Institute of Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, Barcelona, Spain
| | - Juan Carlos Souto
- Haemostasis and Thrombosis Unit, Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, Barcelona, Spain
| | - Eduardo Tamayo
- Hospital Clinico Universitario de Valladolid, Servicio de Anestesiologia y Reanimación, Valladolid, Spain
- Universidad de Valladolid, Departamento de Cirugía, Valladolid, Spain
| | - Alvaro Tamayo-Velasco
- Hospital Clinico Universitario de Valladolid, Servicio de Hematologia y Hemoterapia, Valladolid, Spain
| | - Juan Carlos Taracido-Fernandez
- Data Analysis Department, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital - Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain
| | - Alejandro Teper
- Hospital de Niños Ricardo Gutierrez, Buenos Aires, Argentina
| | | | - Miguel Urioste
- Spanish National Cancer Research Centre, Familial Cancer Clinical Unit, Madrid, Spain
| | | | - Zuleima Yáñez
- Universidad Simón Bolívar, Facultad de Ciencias de la Salud, Barranquilla, Colombia
| | - Ruth Zarate
- Centro para el Desarrollo de la Investigación Científica, Asunción, Paraguay
| | - Itziar de Rojas
- Centre for Biomedical Network Research on Neurodegenerative Diseases (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain
- Research Center and Memory clinic, ACE Alzheimer Center Barcelona, Universitat Internacional de Catalunya, Barcelona, Spain
| | - Agustín Ruiz
- Centre for Biomedical Network Research on Neurodegenerative Diseases (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain
- Research Center and Memory clinic, ACE Alzheimer Center Barcelona, Universitat Internacional de Catalunya, Barcelona, Spain
| | - Pascual Sánchez
- CIEN Foundation/Queen Sofia Foundation Alzheimer Center, Madrid, Spain
| | - Luis Miguel Real
- Hospital Universitario de Valme, Unidad Clínica de Enfermedades Infecciosas y Microbiología, Sevilla, Spain
| | - Encarna Guillen-Navarro
- Instituto Murciano de Investigación Biosanitaria (IMIB-Arrixaca), Murcia, Spain
- Sección Genética Médica - Servicio de Pediatría, Hospital Clínico Universitario Virgen de la Arrixaca, Servicio Murciano de Salud, Murcia, Spain
- Departamento Cirugía, Pediatría, Obstetricia y Ginecología, Facultad de Medicina, Universidad de Murcia (UMU), Murcia, Spain
- Grupo Clínico Vinculado, Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, Madrid, Spain
| | - Carmen Ayuso
- CIBERER, ISCIII, Madrid, Spain
- Department of Genetics & Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital - Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain
| | - Esteban Parra
- Department of Anthropology, University of Toronto at Mississauga, Mississauga, Canada
| | - José A Riancho
- CIBERER, ISCIII, Madrid, Spain
- IDIVAL, Cantabria, Spain
- Hospital U M Valdecilla, Cantabria, Spain
- Universidad de Cantabria, Cantabria, Spain
| | | | - Carlos Flores
- Genomics Division, Instituto Tecnológico y de Energías Renovables, Santa Cruz de Tenerife, Spain
- Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Instituto de Investigación Sanitaria de Canarias, Santa Cruz de Tenerife, Spain
- Department of Clinical Sciences, University Fernando Pessoa Canarias, Las Palmas de Gran Canaria, Spain
- Centre for Biomedical Network Research on Respiratory Diseases (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Pablo Lapunzina
- ERN-ITHACA-European Reference Network, Soria, Spain
- CIBERER, ISCIII, Madrid, Spain
- Instituto de Genética Médica y Molecular (INGEMM), Hospital Universitario La Paz IDIPAZ, Madrid, Spain
| | - Ángel Carracedo
- CIBERER, ISCIII, Madrid, Spain
- Centro Singular de Investigación en Medicina Molecular y Enfermedades Crónicas (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- Fundación Pública Galega de Medicina Xenómica, Sistema Galego de Saúde (SERGAS), Santiago de Compostela, Spain
- IDIS, Seongnam, Republic of Korea
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3
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Szczesny B, Boorgula MP, Chavan S, Campbell M, Johnson RK, Kammers K, Thompson EE, Cox MS, Shankar G, Cox C, Morin A, Lorizio W, Daya M, Kelada SNP, Beaty TH, Doumatey AP, Cruz AA, Watson H, Naureckas ET, Giles BL, Arinola GA, Sogaolu O, Falade AG, Hansel NN, Yang IV, Olopade CO, Rotimi CN, Landis RC, Figueiredo CA, Altman MC, Kenny E, Ruczinski I, Liu AH, Ober C, Taub MA, Barnes KC, Mathias RA. Multi-omics in nasal epithelium reveals three axes of dysregulation for asthma risk in the African Diaspora populations. Nat Commun 2024; 15:4546. [PMID: 38806494 PMCID: PMC11133339 DOI: 10.1038/s41467-024-48507-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 05/02/2024] [Indexed: 05/30/2024] Open
Abstract
Asthma has striking disparities across ancestral groups, but the molecular underpinning of these differences is poorly understood and minimally studied. A goal of the Consortium on Asthma among African-ancestry Populations in the Americas (CAAPA) is to understand multi-omic signatures of asthma focusing on populations of African ancestry. RNASeq and DNA methylation data are generated from nasal epithelium including cases (current asthma, N = 253) and controls (never-asthma, N = 283) from 7 different geographic sites to identify differentially expressed genes (DEGs) and gene networks. We identify 389 DEGs; the top DEG, FN1, was downregulated in cases (q = 3.26 × 10-9) and encodes fibronectin which plays a role in wound healing. The top three gene expression modules implicate networks related to immune response (CEACAM5; p = 9.62 × 10-16 and CPA3; p = 2.39 × 10-14) and wound healing (FN1; p = 7.63 × 10-9). Multi-omic analysis identifies FKBP5, a co-chaperone of glucocorticoid receptor signaling known to be involved in drug response in asthma, where the association between nasal epithelium gene expression is likely regulated by methylation and is associated with increased use of inhaled corticosteroids. This work reveals molecular dysregulation on three axes - increased Th2 inflammation, decreased capacity for wound healing, and impaired drug response - that may play a critical role in asthma within the African Diaspora.
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Affiliation(s)
- Brooke Szczesny
- Department of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Meher Preethi Boorgula
- Department of Medicine, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO, USA
| | - Sameer Chavan
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Monica Campbell
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Randi K Johnson
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
- Quantitative Sciences Division, Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kai Kammers
- Departments of Human Genetics, University of Chicago, Chicago, IL, USA
| | - Emma E Thompson
- Division of Allergy and Infectious Diseases, Dept of Medicine, University of Washington, Seattle, WA, USA
| | - Madison S Cox
- Division of Allergy and Infectious Diseases, Dept of Medicine, University of Washington, Seattle, WA, USA
| | - Gautam Shankar
- Department of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Corey Cox
- Department of Medicine, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO, USA
| | - Andréanne Morin
- Departments of Human Genetics, University of Chicago, Chicago, IL, USA
| | - Wendy Lorizio
- Department of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Michelle Daya
- Department of Medicine, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO, USA
| | - Samir N P Kelada
- Department of Genetics, University of North Carolina, Chapel Hill, NC, USA
- Marsico Lung Institute, University of North Carolina, Chapel Hill, NC, USA
| | - Terri H Beaty
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Ayo P Doumatey
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Alvaro A Cruz
- Fundacao ProAR and Federal University of Bahia, Salvador, Bahia, Brazil
| | - Harold Watson
- Faculty of Medical Sciences, The University of the West Indies, Queen Elizabeth Hospital, St. Michael, Bridgetown, Barbados
| | | | - B Louise Giles
- Departments of Pediatrics, University of Chicago, Chicago, IL, USA
| | - Ganiyu A Arinola
- Department of Immunology, College of Medicine, University of Ibadan, Ibadan, Nigeria
| | - Olumide Sogaolu
- Department of Medicine, College of Medicine, University of Ibadan, Ibadan, Nigeria
| | - Adegoke G Falade
- Department of Pediatrics, University of Ibadan, and University College Hospital, Ibadan, Nigeria
| | - Nadia N Hansel
- Department of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Ivana V Yang
- Departments of Biomedical Informatics and Medicine, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO, USA
| | | | - Charles N Rotimi
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - R Clive Landis
- Edmund Cohen Laboratory for Vascular Research, George Alleyne Chronic Disease Research Centre, Caribbean Institute for Health Research, The University of the West Indies, Cave Hill Campus, Wanstead, Barbados
| | - Camila A Figueiredo
- Federal University of Bahia and Funda. Program for Control of Asthma in Bahia (ProAR), Salvador, Brazil
- Instituto de Ciências de Saúde, Universidade Federal da Bahia, Salvador, Brazil
| | - Matthew C Altman
- Systems Immunology Program, Benaroya Research Institute, Seattle, WA, 98101, USA
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, WA, 98109, USA
| | - Eimear Kenny
- Center for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ingo Ruczinski
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Andrew H Liu
- Department of Pediatrics, Childrens Hospital Colorado and University of Colorado Denver, Anschutz Medical Campus, Aurora, CO, USA
| | - Carole Ober
- Departments of Human Genetics, University of Chicago, Chicago, IL, USA
| | - Margaret A Taub
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Kathleen C Barnes
- Department of Medicine, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO, USA.
| | - Rasika A Mathias
- Department of Medicine, Johns Hopkins University, Baltimore, MD, USA.
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4
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Solomon O, Lanata CM, Adams C, Nititham J, Taylor KE, Chung SA, Yazdany J, Dall’Era M, Pons-Estel BA, Tusié-Luna T, Tsao B, Morand E, Alarcón-Riquelme ME, Barcellos LF, Criswell LA. Local Ancestry at the Major Histocompatibility Complex Region is Not a Major Contributor to Disease Heterogeneity in a Multiethnic Lupus Cohort. Arthritis Rheumatol 2024; 76:614-619. [PMID: 38073021 PMCID: PMC10965360 DOI: 10.1002/art.42766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 11/14/2023] [Accepted: 11/27/2023] [Indexed: 01/31/2024]
Abstract
OBJECTIVE Systemic lupus erythematosus (SLE) is an autoimmune disease resulting in debilitating clinical manifestations that vary in severity by race and ethnicity with a disproportionate burden in African American, Mestizo, and Asian populations compared with populations of European descent. Differences in global and local genetic ancestry may shed light on the underlying mechanisms contributing to these disparities, including increased prevalence of lupus nephritis, younger age of symptom onset, and presence of autoantibodies. METHODS A total of 1,139 European, African American, and Mestizos patients with SLE were genotyped using the Affymetrix LAT1 World array. Global ancestry proportions were estimated using ADMIXTURE, and local ancestry was estimated using RFMIXv2.0. We investigated associations between lupus nephritis, age at onset, and autoantibody status with both global and local ancestry proportions within the Major Histocompatibility Complex region. RESULTS Our results showed small effect sizes that did not meet the threshold for statistical significance for global or local ancestry proportions in either African American or Mestizo patients with SLE who presented with the clinical manifestations of interest compared with those who did not. CONCLUSION These findings suggest that local genetic ancestry within the Major Histocompatibility Complex region is not a major contributor to these SLE manifestations among patients with SLE from admixed populations.
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Affiliation(s)
- Olivia Solomon
- University of California, Berkeley, Genetic Epidemiology and Genomic Laboratory
| | | | - Cameron Adams
- University of California, Berkeley, Genetic Epidemiology and Genomic Laboratory
| | - Joanne Nititham
- National Human Genome Research Institute, NIH, Bethesda, Maryland
| | - Kimberly E. Taylor
- Russell/Engleman Rheumatology Research Center, University of California, San Francisco
| | - Sharon A. Chung
- Russell/Engleman Rheumatology Research Center, University of California, San Francisco
| | - Jinoos Yazdany
- Russell/Engleman Rheumatology Research Center, University of California, San Francisco
| | - Maria Dall’Era
- Russell/Engleman Rheumatology Research Center, University of California, San Francisco
| | - Bernado A. Pons-Estel
- Centro Regional de Enfermedades Autoinmunes y Reumaticas (GO-CREAR), Rosario, Argentina
| | - Teresa Tusié-Luna
- Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán and Instituto de Investigaciones Biomédicas de la Universidad Nacional Autonoma de México, Mexico City, Mexico
| | - Betty Tsao
- Medical University of South Carolina, Charleston, South Carolina
| | - Eric Morand
- Monash University Faculty of Medicine, Nursing & Health Sciences, Melbourne, Australia
| | - Marta E. Alarcón-Riquelme
- Center for Genomics and Oncological Research (GENYO). Pfizer—University of Granada—Andalusian Government, Parque Tecnologico de la Salud, Granada, Spain
| | - Lisa F. Barcellos
- University of California, Berkeley, Genetic Epidemiology and Genomic Laboratory
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5
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Dalmasso MC, de Rojas I, Olivar N, Muchnik C, Angel B, Gloger S, Sanchez Abalos MS, Chacón MV, Aránguiz R, Orellana P, Cuesta C, Galeano P, Campanelli L, Novack GV, Martinez LE, Medel N, Lisso J, Sevillano Z, Irureta N, Castaño EM, Montrreal L, Thoenes M, Hanses C, Heilmann‐Heimbach S, Kairiyama C, Mintz I, Villella I, Rueda F, Romero A, Wukitsevits N, Quiroga I, Gona C, Lambert J, Solis P, Politis DG, Mangone CA, Gonzalez‐Billault C, Boada M, Tàrraga L, Slachevsky A, Albala C, Fuentes P, Kochen S, Brusco LI, Ruiz A, Morelli L, Ramírez A. The first genome-wide association study in the Argentinian and Chilean populations identifies shared genetics with Europeans in Alzheimer's disease. Alzheimers Dement 2024; 20:1298-1308. [PMID: 37985413 PMCID: PMC10917041 DOI: 10.1002/alz.13522] [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: 01/22/2023] [Revised: 09/28/2023] [Accepted: 10/01/2023] [Indexed: 11/22/2023]
Abstract
INTRODUCTION Genome-wide association studies (GWAS) are fundamental for identifying loci associated with diseases. However, they require replication in other ethnicities. METHODS We performed GWAS on sporadic Alzheimer's disease (AD) including 539 patients and 854 controls from Argentina and Chile. We combined our results with those from the European Alzheimer and Dementia Biobank (EADB) in a meta-analysis and tested their genetic risk score (GRS) performance in this admixed population. RESULTS We detected apolipoprotein E ε4 as the single genome-wide significant signal (odds ratio = 2.93 [2.37-3.63], P = 2.6 × 10-23 ). The meta-analysis with EADB summary statistics revealed four new loci reaching GWAS significance. Functional annotations of these loci implicated endosome/lysosomal function. Finally, the AD-GRS presented a similar performance in these populations, despite the score diminished when the Native American ancestry rose. DISCUSSION We report the first GWAS on AD in a population from South America. It shows shared genetics modulating AD risk between the European and these admixed populations. HIGHLIGHTS This is the first genome-wide association study on Alzheimer's disease (AD) in a population sample from Argentina and Chile. Trans-ethnic meta-analysis reveals four new loci involving lysosomal function in AD. This is the first independent replication for TREM2L, IGH-gene-cluster, and ADAM17 loci. A genetic risk score (GRS) developed in Europeans performed well in this population. The higher the Native American ancestry the lower the GRS values.
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Affiliation(s)
| | - Itziar de Rojas
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona – Universitat Internacional de CatalunyaBarcelonaSpain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative DiseasesNational Institute of Health Carlos IIIMadridSpain
| | - Natividad Olivar
- Center of Neuropsychiatry and Neurology of BehaviorSchool of MedicineUniversity of Buenos AiresBuenos AiresArgentina
| | - Carolina Muchnik
- Center of Neuropsychiatry and Neurology of BehaviorSchool of MedicineUniversity of Buenos AiresBuenos AiresArgentina
| | - Bárbara Angel
- Public Health Nutrition UnitInstitute of Nutrition and Food TechnologyUniversity of ChileSantiagoChile
- Interuniversity Center for Healthy Aging RED21993SantiagoChile
| | - Sergio Gloger
- Biomedica Research GroupCentro de Estudios ClínicosSantiagoChile
- Departamento de Psiquiatría y Salud MentalCampus Oriente, Facultad de MedicinaUniversidad de ChileSantiagoChile
| | | | | | - Rafael Aránguiz
- Biomedica Research GroupCentro de Estudios ClínicosSantiagoChile
- Instituto Nacional de GeriatríaSantiagoChile
| | - Paulina Orellana
- Geroscience Center for Brain Health and MetabolismSantiagoChile
- Latin American Institute for Brain Health (BrainLat)Universidad Adolfo IbanezSantiagoChile
- Center for Social and Cognitive Neuroscience (CSCN)School of PsychologyUniversidad Adolfo IbanezSantiagoChile
| | - Carolina Cuesta
- Hospital Interzonal General de Agudos‐Eva PerónSan MartínArgentina
| | - Pablo Galeano
- Laboratory of Brain Aging and Neurodegeneration, Fundacion Instituto Leloir‐IIBBABuenos AiresArgentina
| | - Lorenzo Campanelli
- Laboratory of Brain Aging and Neurodegeneration, Fundacion Instituto Leloir‐IIBBABuenos AiresArgentina
| | - Gisela Vanina Novack
- Laboratory of Brain Aging and Neurodegeneration, Fundacion Instituto Leloir‐IIBBABuenos AiresArgentina
| | | | - Nancy Medel
- Studies in Neuroscience and Complex Systems Unit‐CONICET‐HEC‐UNAJFlorencio VarelaArgentina
- Asistencia Medica IntegralHospital El CruceFlorencio VarelaArgentina
| | - Julieta Lisso
- Studies in Neuroscience and Complex Systems Unit‐CONICET‐HEC‐UNAJFlorencio VarelaArgentina
- Asistencia Medica IntegralHospital El CruceFlorencio VarelaArgentina
| | - Zulma Sevillano
- Studies in Neuroscience and Complex Systems Unit‐CONICET‐HEC‐UNAJFlorencio VarelaArgentina
- Asistencia Medica IntegralHospital El CruceFlorencio VarelaArgentina
| | - Nicolás Irureta
- Studies in Neuroscience and Complex Systems Unit‐CONICET‐HEC‐UNAJFlorencio VarelaArgentina
- Asistencia Medica IntegralHospital El CruceFlorencio VarelaArgentina
| | - Eduardo Miguel Castaño
- Laboratory of Brain Aging and Neurodegeneration, Fundacion Instituto Leloir‐IIBBABuenos AiresArgentina
| | - Laura Montrreal
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona – Universitat Internacional de CatalunyaBarcelonaSpain
| | - Michaela Thoenes
- Division of Neurogenetics and Molecular PsychiatryDepartment of Psychiatry and PsychotherapyFaculty of Medicine and University Hospital CologneUniversity of CologneCologneGermany
| | - Claudia Hanses
- Department of Psychiatry and PsychotherapyUniversity Hospital of BonnBonnGermany
| | | | | | - Inés Mintz
- Studies in Neuroscience and Complex Systems Unit‐CONICET‐HEC‐UNAJFlorencio VarelaArgentina
- Asistencia Medica IntegralHospital El CruceFlorencio VarelaArgentina
| | - Ivana Villella
- Studies in Neuroscience and Complex Systems Unit‐CONICET‐HEC‐UNAJFlorencio VarelaArgentina
- Asistencia Medica IntegralHospital El CruceFlorencio VarelaArgentina
| | - Fabiana Rueda
- Imaging Diagnostics ServiceHospital El CruceFlorencio VarelaArgentina
| | - Amanda Romero
- Imaging Diagnostics ServiceHospital El CruceFlorencio VarelaArgentina
| | - Nancy Wukitsevits
- Asistencia Medica IntegralHospital El CruceFlorencio VarelaArgentina
| | - Ivana Quiroga
- Asistencia Medica IntegralHospital El CruceFlorencio VarelaArgentina
| | - Cristian Gona
- Asistencia Medica IntegralHospital El CruceFlorencio VarelaArgentina
| | - Jean‐Charles Lambert
- Université de Lille, INSERM, CHU Lille, Institut Pasteur Lille, U1167‐RID‐AGE, Facteurs de risque et déterminants moléculaires des maladies liées au vieillissementLilleFrance
| | - Patricia Solis
- Studies in Neuroscience and Complex Systems Unit‐CONICET‐HEC‐UNAJFlorencio VarelaArgentina
- Asistencia Medica IntegralHospital El CruceFlorencio VarelaArgentina
| | | | | | - Christian Gonzalez‐Billault
- Geroscience Center for Brain Health and MetabolismSantiagoChile
- Faculty of SciencesUniversity of ChileSantiagoChile
| | - Mercè Boada
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona – Universitat Internacional de CatalunyaBarcelonaSpain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative DiseasesNational Institute of Health Carlos IIIMadridSpain
| | - Lluís Tàrraga
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona – Universitat Internacional de CatalunyaBarcelonaSpain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative DiseasesNational Institute of Health Carlos IIIMadridSpain
| | - Andrea Slachevsky
- Faculty of SciencesUniversity of ChileSantiagoChile
- Neuropsychology and Clinical Neuroscience Laboratory (LANNEC)Physiopathology Department ‐ Intitute of Biomedical Sciences (ICBM)Neuroscience and East Neuroscience DepartmentsFaculty of MedicineUniversity of ChileSantiagoChile
- Memory and Neuropsychiatric Center (CMYN)Memory Unit ‐ Neurology DepartmentHospital del Salvador and Faculty of MedicineUniversity of ChileSantiagoChile
- Departamento de Neurología y PsiquiatríaClínica Alemana‐Universidad del DesarrolloSantiagoChile
| | - Cecilia Albala
- Public Health Nutrition UnitInstitute of Nutrition and Food TechnologyUniversity of ChileSantiagoChile
- Interuniversity Center for Healthy Aging RED21993SantiagoChile
| | - Patricio Fuentes
- Geriatrics Section Clinical Hospital University of ChileSantiagoChile
- Neurology Service Hospital del SalvadorSantiagoChile
| | - Silvia Kochen
- Studies in Neuroscience and Complex Systems Unit‐CONICET‐HEC‐UNAJFlorencio VarelaArgentina
| | - Luis Ignacio Brusco
- Center of Neuropsychiatry and Neurology of BehaviorSchool of MedicineUniversity of Buenos AiresBuenos AiresArgentina
| | - Agustín Ruiz
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona – Universitat Internacional de CatalunyaBarcelonaSpain
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative DiseasesNational Institute of Health Carlos IIIMadridSpain
| | - Laura Morelli
- Laboratory of Brain Aging and Neurodegeneration, Fundacion Instituto Leloir‐IIBBABuenos AiresArgentina
| | - Alfredo Ramírez
- Division of Neurogenetics and Molecular PsychiatryDepartment of Psychiatry and PsychotherapyFaculty of Medicine and University Hospital CologneUniversity of CologneCologneGermany
- University of Bonn Medical CenterDepartment of Neurodegenerative Disease and Geriatric PsychiatryBonnGermany
- German Center for Neurodegenerative Diseases (DZNE)BonnGermany
- Excellence Cluster on Cellular Stress Responses in Aging‐Associated Diseases (CECAD)University of CologneCologneGermany
- Department of Psychiatry & Glenn Biggs Institute for Alzheimer's and Neurodegenerative DiseasesSan AntonioTexasUSA
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6
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Zobeck M, Bernhardt MB, Kamdar KY, Rabin KR, Lupo PJ, Scheurer ME. Novel and replicated clinical and genetic risk factors for toxicity from high-dose methotrexate in pediatric acute lymphoblastic leukemia. Pharmacotherapy 2023; 43:205-214. [PMID: 36764694 PMCID: PMC10085626 DOI: 10.1002/phar.2779] [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: 10/28/2022] [Revised: 01/20/2023] [Accepted: 01/25/2023] [Indexed: 02/12/2023]
Abstract
STUDY OBJECTIVE Methotrexate (MTX) is a key component of treatment for high-risk pediatric acute lymphoblastic leukemia (ALL) but may cause acute kidney injury and prolonged hospitalization due to delayed clearance. The purpose of this study is to identify clinical and genetic factors that may predict which children are at risk for creatinine increase and prolonged MTX clearance. DESIGN We conducted a single-center, retrospective cohort study of pediatric patients with ALL who received 4000-5000 mg/m2 of MTX. Measurements We performed germline genotyping to determine genetic ancestry and allele status for 49 single nucleotide polymorphisms (SNPs) identified from the literature as related to MTX disposition. Bayesian hierarchical ordinal regression models for creatinine increase and for prolonged MTX clearance were developed. MAIN RESULTS Hispanic ethnicity, body mass index (BMI) < 3%, BMI between 85%-95%, and Native American genetic ancestry were found to be associated with an increased risk for creatinine elevation. Older age, Black race, and use of the intensive monitoring protocol were associated with a decreased risk for creatinine elevation. Older age, B- compared to T-ALL, and the minor alleles of rs2838958/SLC19A1 and rs7317112/ABCC4 were associated with an increased risk for delayed clearance. Black race, MTX dose reduction, and the minor allele of rs2306283/SLCO1B1 were found to be associated with a decreased risk for delayed clearance. CONCLUSIONS These predictors of MTX toxicities may allow for more precise individualized toxicity risk prediction.
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Affiliation(s)
- Mark Zobeck
- Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
| | - M. Brooke Bernhardt
- Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
| | - Kala Y. Kamdar
- Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
| | - Karen R. Rabin
- Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
| | - Philip J. Lupo
- Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
| | - Michael E. Scheurer
- Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
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7
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De Oliveira TC, Secolin R, Lopes-Cendes I. A review of ancestrality and admixture in Latin America and the caribbean focusing on native American and African descendant populations. Front Genet 2023; 14:1091269. [PMID: 36741309 PMCID: PMC9893294 DOI: 10.3389/fgene.2023.1091269] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Accepted: 01/09/2023] [Indexed: 01/21/2023] Open
Abstract
Genomics can reveal essential features about the demographic evolution of a population that may not be apparent from historical elements. In recent years, there has been a significant increase in the number of studies applying genomic epidemiological approaches to understand the genetic structure and diversity of human populations in the context of demographic history and for implementing precision medicine. These efforts have traditionally been applied predominantly to populations of European origin. More recently, initiatives in the United States and Africa are including more diverse populations, establishing new horizons for research in human populations with African and/or Native ancestries. Still, even in the most recent projects, the under-representation of genomic data from Latin America and the Caribbean (LAC) is remarkable. In addition, because the region presents the most recent global miscegenation, genomics data from LAC may add relevant information to understand population admixture better. Admixture in LAC started during the colonial period, in the 15th century, with intense miscegenation between European settlers, mainly from Portugal and Spain, with local indigenous and sub-Saharan Africans brought through the slave trade. Since, there are descendants of formerly enslaved and Native American populations in the LAC territory; they are considered vulnerable populations because of their history and current living conditions. In this context, studying LAC Native American and African descendant populations is important for several reasons. First, studying human populations from different origins makes it possible to understand the diversity of the human genome better. Second, it also has an immediate application to these populations, such as empowering communities with the knowledge of their ancestral origins. Furthermore, because knowledge of the population genomic structure is an essential requirement for implementing genomic medicine and precision health practices, population genomics studies may ensure that these communities have access to genomic information for risk assessment, prevention, and the delivery of optimized treatment; thus, helping to reduce inequalities in the Western Hemisphere. Hoping to set the stage for future studies, we review different aspects related to genetic and genomic research in vulnerable populations from LAC countries.
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Affiliation(s)
- Thais C. De Oliveira
- Department of Translational Medicine, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, Brazil
- The Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, Brazil
| | - Rodrigo Secolin
- Department of Translational Medicine, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, Brazil
- The Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, Brazil
| | - Iscia Lopes-Cendes
- Department of Translational Medicine, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, Brazil
- The Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, Brazil
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8
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Alqahtani A, Alhousari D, Ali A, Yaghmour G, Orgel E, Curran E, Stock W, Bhojwani D, Alachkar H. Asparaginase toxicity in Hispanic adult and pediatric patients with acute lymphoblastic leukemia: current understanding. Expert Opin Drug Metab Toxicol 2023; 19:357-366. [PMID: 37410014 PMCID: PMC11516125 DOI: 10.1080/17425255.2023.2233412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Accepted: 07/03/2023] [Indexed: 07/07/2023]
Abstract
INTRODUCTION Asparaginase is essential to chemotherapy regimens for acute lymphoblastic leukemia (ALL). Survival of patients with ALL has improved since incorporating asparaginase into chemotherapy backbones. Hispanic patients have a higher incidence of ALL than other ethnicities and suffer inferior outcomes. The inferior outcome of Hispanics is due to several factors, including the increased incidence of high-risk genetic subtypes and susceptibility to treatment-related toxicity. AREAS COVERED We summarize the current knowledge of asparaginase-related toxicity by comparing their incidence between Hispanic and non-Hispanic patients. These toxicities include hypersensitivity, hepatotoxicity, pancreatitis, thrombosis, and hypertriglyceridemia. The PubMed database and Google Scholar were used to search for this review from October 2022 to June 2023. EXPERT OPINION Except for hepatotoxicity and hypertriglyceridemia secondary to asparaginase-based treatments, which may develop more frequently among Hispanic patients with ALL, other toxicities were comparable between Hispanic and non-Hispanic patients. Nevertheless, studies with larger cohorts and more accurate capturing of Hispanic ethnicity should be conducted to fill the gaps in the current knowledge.
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Affiliation(s)
- Amani Alqahtani
- School of Pharmacy, University of Southern California, Los Angeles, CA, USA
- Department of Clinical pharmacy, School of Pharmacy, Najran University, Najran, Saudi Arabia
| | - Diala Alhousari
- School of Pharmacy, University of Southern California, Los Angeles, CA, USA
| | - Amir Ali
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, USA
| | - George Yaghmour
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, USA
| | - Etan Orgel
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, USA
- Cancer and Blood Disease Institute, Children’s Hospital of Los Angeles, Los Angeles, CA, USA
| | - Emily Curran
- The Department of Medicine, Section of Hematology & Oncology at the University of Cincinnati College of Medicine
| | - Wendy Stock
- Section of Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Deepa Bhojwani
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, USA
- Cancer and Blood Disease Institute, Children’s Hospital of Los Angeles, Los Angeles, CA, USA
| | - Houda Alachkar
- School of Pharmacy, University of Southern California, Los Angeles, CA, USA
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, USA
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9
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Padró J, De Panis DN, Luisi P, Dopazo H, Szajnman S, Hasson E, Soto IM. Ortholog genes from cactophilic Drosophila provide insight into human adaptation to hallucinogenic cacti. Sci Rep 2022; 12:13180. [PMID: 35915153 PMCID: PMC9343604 DOI: 10.1038/s41598-022-17118-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 07/20/2022] [Indexed: 11/18/2022] Open
Abstract
Cultural transformations of lifestyles and dietary practices have been key drivers of human evolution. However, while most of the evidence of genomic adaptations is related to the hunter-gatherer transition to agricultural societies, little is known on the influence of other major cultural manifestations. Shamanism is considered the oldest religion that predominated throughout most of human prehistory and still prevails in many indigenous populations. Several lines of evidence from ethno-archeological studies have demonstrated the continuity and importance of psychoactive plants in South American cultures. However, despite the well-known importance of secondary metabolites in human health, little is known about its role in the evolution of ethnic differences. Herein, we identified candidate genes of adaptation to hallucinogenic cactus in Native Andean populations with a long history of shamanic practices. We used genome-wide expression data from the cactophilic fly Drosophila buzzatii exposed to a hallucinogenic columnar cactus, also consumed by humans, to identify ortholog genes exhibiting adaptive footprints of alkaloid tolerance. Genomic analyses in human populations revealed a suite of ortholog genes evolving under recent positive selection in indigenous populations of the Central Andes. Our results provide evidence of selection in genetic variants related to alkaloids toxicity, xenobiotic metabolism, and neuronal plasticity in Aymara and Quechua populations, suggesting a possible process of gene-culture coevolution driven by religious practices.
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Affiliation(s)
- Julian Padró
- INIBIOMA-CONICET, Universidad Nacional del Comahue, Quintral 1250, R8400FRF, San Carlos de Bariloche, Argentina.
| | - Diego N De Panis
- IEGEBA-CONICET, Departamento de Ecología, Genética y Evolución, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Intendente Güiraldes 2160, C1428EHA, Buenos Aires, Argentina
| | - Pierre Luisi
- Facultad de Filosofía y Humanidades, Universidad Nacional de Córdoba (FFyH-UNC), Córdoba, Argentina.,Microbial Paleogenomics Unit, Institut Pasteur, 25-28 Rue du Dr Roux, 75015, Paris, France
| | - Hernan Dopazo
- IEGEBA-CONICET, Departamento de Ecología, Genética y Evolución, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Intendente Güiraldes 2160, C1428EHA, Buenos Aires, Argentina
| | - Sergio Szajnman
- Departamento de Química Orgánica and UMYMFOR (CONICET-FCEyN), Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Intendente Güiraldes 2160, C1428EHA, Buenos Aires, Argentina
| | - Esteban Hasson
- IEGEBA-CONICET, Departamento de Ecología, Genética y Evolución, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Intendente Güiraldes 2160, C1428EHA, Buenos Aires, Argentina
| | - Ignacio M Soto
- IEGEBA-CONICET, Departamento de Ecología, Genética y Evolución, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Intendente Güiraldes 2160, C1428EHA, Buenos Aires, Argentina
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10
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da Cruz PRS, Ananina G, Secolin R, Gil-da-Silva-Lopes VL, Lima CSP, de França PHC, Donatti A, Lourenço GJ, de Araujo TK, Simioni M, Lopes-Cendes I, Costa FF, de Melo MB. Demographic history differences between Hispanics and Brazilians imprint haplotype features. G3 GENES|GENOMES|GENETICS 2022; 12:6576632. [PMID: 35511163 PMCID: PMC9258545 DOI: 10.1093/g3journal/jkac111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 04/27/2022] [Indexed: 11/24/2022]
Abstract
Admixture is known to greatly impact the genetic landscape of a population and, while genetic variation underlying human phenotypes has been shown to differ among populations, studies on admixed subjects are still scarce. Latin American populations are the result of complex demographic history, such as 2 or 3-way admixing events, bottlenecks and/or expansions, and adaptive events unique to the American continent. To explore the impact of these events on the genetic structure of Latino populations, we evaluated the following haplotype features: linkage disequilibrium, shared identity by descent segments, runs of homozygosity, and extended haplotype homozygosity (integrated haplotype score) in Latinos represented in the 1000 Genome Project along with array data from 171 Brazilians sampled in the South and Southeast regions of Brazil. We found that linkage disequilibrium decay relates to the amount of American and African ancestry. The extent of identity by descent sharing positively correlates with historical effective population sizes, which we found to be steady or growing, except for Puerto Ricans and Colombians. Long runs of homozygosity, a particular instance of autozygosity, was only enriched in Peruvians and Native Americans. We used simulations to account for random sampling and linkage disequilibrium to filter positive selection indexes and found 244 unique markers under selection, 26 of which are common to 2 or more populations. Some markers exhibiting positive selection signals had estimated time to the most recent common ancestor consistent with human adaptation to the American continent. In conclusion, Latino populations present highly divergent haplotype characteristics that impact genetic architecture and underlie complex phenotypes.
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Affiliation(s)
- Pedro Rodrigues Sousa da Cruz
- Laboratory of Human Genetics, Center for Molecular Biology and Genetic Engineering (CBMEG), University of Campinas—UNICAMP , Campinas, SP 13083-875, Brazil
| | - Galina Ananina
- Laboratory of Human Genetics, Center for Molecular Biology and Genetic Engineering (CBMEG), University of Campinas—UNICAMP , Campinas, SP 13083-875, Brazil
| | - Rodrigo Secolin
- Department of Medical Genetics and Genomic Medicine, School of Medical Sciences, University of Campinas—UNICAMP , Campinas, SP 13083-887, Brazil
- The Brazilian Institute of Neuroscience and Neurotechnology (BRAINN) , Campinas, SP 13083-887, Brazil
| | - Vera Lúcia Gil-da-Silva-Lopes
- Department of Medical Genetics and Genomic Medicine, School of Medical Sciences, University of Campinas—UNICAMP , Campinas, SP 13083-887, Brazil
| | - Carmen Silvia Passos Lima
- Clinical Oncology Service, Department of Internal Medicine, School of Medical Sciences, University of Campinas—UNICAMP , Campinas, SP 13083-887, Brazil
| | | | - Amanda Donatti
- Department of Medical Genetics and Genomic Medicine, School of Medical Sciences, University of Campinas—UNICAMP , Campinas, SP 13083-887, Brazil
- The Brazilian Institute of Neuroscience and Neurotechnology (BRAINN) , Campinas, SP 13083-887, Brazil
| | - Gustavo Jacob Lourenço
- Laboratory of Cancer Genetics, School of Medical Sciences, University of Campinas—UNICAMP , Campinas, SP 13083-887, Brazil
| | - Tânia Kawasaki de Araujo
- Department of Medical Genetics and Genomic Medicine, School of Medical Sciences, University of Campinas—UNICAMP , Campinas, SP 13083-887, Brazil
| | - Milena Simioni
- Department of Medical Genetics and Genomic Medicine, School of Medical Sciences, University of Campinas—UNICAMP , Campinas, SP 13083-887, Brazil
| | - Iscia Lopes-Cendes
- Department of Medical Genetics and Genomic Medicine, School of Medical Sciences, University of Campinas—UNICAMP , Campinas, SP 13083-887, Brazil
- The Brazilian Institute of Neuroscience and Neurotechnology (BRAINN) , Campinas, SP 13083-887, Brazil
| | - Fernando Ferreira Costa
- Hematology and Hemotherapy Center, University of Campinas—UNICAMP, Campinas, SP, 13083-878 , Brazil
| | - Mônica Barbosa de Melo
- Laboratory of Human Genetics, Center for Molecular Biology and Genetic Engineering (CBMEG), University of Campinas—UNICAMP , Campinas, SP 13083-875, Brazil
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11
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Acosta-Uribe J, Aguillón D, Cochran JN, Giraldo M, Madrigal L, Killingsworth BW, Singhal R, Labib S, Alzate D, Velilla L, Moreno S, García GP, Saldarriaga A, Piedrahita F, Hincapié L, López HE, Perumal N, Morelo L, Vallejo D, Solano JM, Reiman EM, Surace EI, Itzcovich T, Allegri R, Sánchez-Valle R, Villegas-Lanau A, White CL, Matallana D, Myers RM, Browning SR, Lopera F, Kosik KS. A neurodegenerative disease landscape of rare mutations in Colombia due to founder effects. Genome Med 2022; 14:27. [PMID: 35260199 PMCID: PMC8902761 DOI: 10.1186/s13073-022-01035-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Accepted: 02/26/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The Colombian population, as well as those in other Latin American regions, arose from a recent tri-continental admixture among Native Americans, Spanish invaders, and enslaved Africans, all of whom passed through a population bottleneck due to widespread infectious diseases that left small isolated local settlements. As a result, the current population reflects multiple founder effects derived from diverse ancestries. METHODS We characterized the role of admixture and founder effects on the origination of the mutational landscape that led to neurodegenerative disorders under these historical circumstances. Genomes from 900 Colombian individuals with Alzheimer's disease (AD) [n = 376], frontotemporal lobar degeneration-motor neuron disease continuum (FTLD-MND) [n = 197], early-onset dementia not otherwise specified (EOD) [n = 73], and healthy participants [n = 254] were analyzed. We examined their global and local ancestry proportions and screened this cohort for deleterious variants in disease-causing and risk-conferring genes. RESULTS We identified 21 pathogenic variants in AD-FTLD related genes, and PSEN1 harbored the majority (11 pathogenic variants). Variants were identified from all three continental ancestries. TREM2 heterozygous and homozygous variants were the most common among AD risk genes (102 carriers), a point of interest because the disease risk conferred by these variants differed according to ancestry. Several gene variants that have a known association with MND in European populations had FTLD phenotypes on a Native American haplotype. Consistent with founder effects, identity by descent among carriers of the same variant was frequent. CONCLUSIONS Colombian demography with multiple mini-bottlenecks probably enhanced the detection of founder events and left a proportionally higher frequency of rare variants derived from the ancestral populations. These findings demonstrate the role of genomically defined ancestry in phenotypic disease expression, a phenotypic range of different rare mutations in the same gene, and further emphasize the importance of inclusiveness in genetic studies.
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Affiliation(s)
- Juliana Acosta-Uribe
- Neuroscience Research Institute and Department of Molecular Cellular and Developmental Biology, University of California, Santa Barbara, CA, USA
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | - David Aguillón
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | | | - Margarita Giraldo
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia
- Instituto Neurológico de Colombia (INDEC), Medellín, Colombia
| | - Lucía Madrigal
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | - Bradley W Killingsworth
- Neuroscience Research Institute and Department of Molecular Cellular and Developmental Biology, University of California, Santa Barbara, CA, USA
| | - Rijul Singhal
- Neuroscience Research Institute and Department of Molecular Cellular and Developmental Biology, University of California, Santa Barbara, CA, USA
| | - Sarah Labib
- Neuroscience Research Institute and Department of Molecular Cellular and Developmental Biology, University of California, Santa Barbara, CA, USA
| | - Diana Alzate
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | - Lina Velilla
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | - Sonia Moreno
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | - Gloria P García
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | - Amanda Saldarriaga
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | - Francisco Piedrahita
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | - Liliana Hincapié
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | - Hugo E López
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | - Nithesh Perumal
- Neuroscience Research Institute and Department of Molecular Cellular and Developmental Biology, University of California, Santa Barbara, CA, USA
| | - Leonilde Morelo
- Department of Internal Medicine, School of Medicine, Universidad del Sinú, Montería, Colombia
| | - Dionis Vallejo
- Department of Neurology, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | - Juan Marcos Solano
- Department of Neurology, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | | | - Ezequiel I Surace
- Laboratorio de Enfermedades Neurodegenerativas (Fleni-CONICET), Buenos Aires, Argentina
| | - Tatiana Itzcovich
- Laboratorio de Enfermedades Neurodegenerativas (Fleni-CONICET), Buenos Aires, Argentina
| | - Ricardo Allegri
- Centro de Memoria y Envejecimiento (Fleni-CONICET), Buenos Aires, Argentina
| | - Raquel Sánchez-Valle
- Alzheimer's Disease and Other Cognitive Disorders Unit, Hospital Clínic de Barcelona, IDIBAPS and University of Barcelona, Barcelona, Spain
| | - Andrés Villegas-Lanau
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia
| | - Charles L White
- Neuropathology Section, Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Diana Matallana
- Instituto de Envejecimiento, Department of Psychiatry, School of Medicine, Pontifical Xaverian University, Bogotá, Colombia
- Department of Mental Health, Hospital Universitario Santa Fe de Bogotá, Bogotá, Colombia
| | - Richard M Myers
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA
| | - Sharon R Browning
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Francisco Lopera
- Grupo de Neurociencias de Antioquia, School of Medicine, Universidad de Antioquia, Medellín, Colombia.
| | - Kenneth S Kosik
- Neuroscience Research Institute and Department of Molecular Cellular and Developmental Biology, University of California, Santa Barbara, CA, USA.
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12
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Akenroye AT, Brunetti T, Romero K, Daya M, Kanchan K, Shankar G, Chavan S, Preethi Boorgula M, Ampleford EA, Fonseca HF, Hawkins GA, Pitangueira Teixeira HM, Campbell M, Rafaels N, Winters A, Bleecker ER, Cruz AA, Barreto ML, Meyers DA, Ortega VE, Figueiredo CA, Barnes KC, Checkley W, Hansel NN, Mathias RA. Genome-wide association study of asthma, total IgE, and lung function in a cohort of Peruvian children. J Allergy Clin Immunol 2021; 148:1493-1504. [PMID: 33713768 PMCID: PMC8429514 DOI: 10.1016/j.jaci.2021.02.035] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 02/20/2021] [Accepted: 02/24/2021] [Indexed: 12/25/2022]
Abstract
BACKGROUND Genetic ancestry plays a role in asthma health disparities. OBJECTIVE Our aim was to evaluate the impact of ancestry on and identify genetic variants associated with asthma, total serum IgE level, and lung function. METHODS A total of 436 Peruvian children (aged 9-19 years) with asthma and 291 without asthma were genotyped by using the Illumina Multi-Ethnic Global Array. Genome-wide proportions of indigenous ancestry populations from continental America (NAT) and European ancestry from the Iberian populations in Spain (IBS) were estimated by using ADMIXTURE. We assessed the relationship between ancestry and the phenotypes and performed a genome-wide association study. RESULTS The mean ancestry proportions were 84.7% NAT (case patients, 84.2%; controls, 85.4%) and 15.3% IBS (15.8%; 14.6%). With adjustment for asthma, NAT was associated with higher total serum IgE levels (P < .001) and IBS was associated with lower total serum IgE levels (P < .001). NAT was associated with higher FEV1 percent predicted values (P < .001), whereas IBS was associated with lower FEV1 values in the controls but not in the case patients. The HLA-DR/DQ region on chromosome 6 (Chr6) was strongly associated with total serum IgE (rs3135348; P = 3.438 × 10-10) and was independent of an association with the haplotype HLA-DQA1∼HLA-DQB1:04.01∼04.02 (P = 1.55 × 10-05). For lung function, we identified a locus (rs4410198; P = 5.536 × 10-11) mapping to Chr19, near a cluster of zinc finger interacting genes that colocalizes to the long noncoding RNA CTD-2537I9.5. This novel locus was replicated in an independent sample of pediatric case patients with asthma with similar admixture from Brazil (P = .005). CONCLUSION This study confirms the role of HLA in atopy, and identifies a novel locus mapping to a long noncoding RNA for lung function that may be specific to children with NAT.
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Affiliation(s)
- Ayobami T Akenroye
- Division of Pediatric Allergy and Immunology, Johns Hopkins University School of Medicine, Baltimore, Md
| | - Tonya Brunetti
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - Karina Romero
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Md; A.B. PRISMA, Lima, Peru
| | - Michelle Daya
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - Kanika Kanchan
- Division of Allergy and Clinical Immunology, Johns Hopkins University School of Medicine, Baltimore, Md
| | - Gautam Shankar
- Division of Allergy and Clinical Immunology, Johns Hopkins University School of Medicine, Baltimore, Md
| | - Sameer Chavan
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - Meher Preethi Boorgula
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - Elizabeth A Ampleford
- Department of Internal Medicine, Center for Precision Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | | | - Gregory A Hawkins
- Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC
| | | | - Monica Campbell
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - Nicholas Rafaels
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - Alexandra Winters
- Division of Allergy and Clinical Immunology, Johns Hopkins University School of Medicine, Baltimore, Md
| | | | | | - Mauricio L Barreto
- Centro de Integração de Dados e Conhecimento para Saúde, Fiocruz, Salvador, Brazil
| | | | - Victor E Ortega
- Department of Internal Medicine, Center for Precision Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Camila A Figueiredo
- Instituto de Ciências da Saúde, Universidade Federal da Bahia (UFBA), Salvador, Brazil
| | - Kathleen C Barnes
- Division of Biomedical Informatics and Personalized Medicine, University of Colorado, Denver, Colo
| | - William Checkley
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Md; Department of International Health, Program in Global Disease Epidemiology and Control, Johns Hopkins Bloomberg School of Public Health, Baltimore, Md
| | - Nadia N Hansel
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Md.
| | - Rasika A Mathias
- Division of Allergy and Clinical Immunology, Johns Hopkins University School of Medicine, Baltimore, Md.
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Ghaiyed AP, Sutherland H, Lea RA, Gardam T, Chaseling J, James K, Bernie A, Haupt LM, Christie J, Griffiths LR, Wright KM. Evaluation of an ancestry prediction strategy for historical military remains using a World War II-era sample and pedigrees with family-level admixture. AUST J FORENSIC SCI 2021. [DOI: 10.1080/00450618.2021.2005144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- A. P. Ghaiyed
- Genomics Research Centre, Centre for Genomics and Personalised Health, Queensland University of Technology, Kelvin Grove, Australia
| | - H. Sutherland
- Genomics Research Centre, Centre for Genomics and Personalised Health, Queensland University of Technology, Kelvin Grove, Australia
| | - R. A. Lea
- Genomics Research Centre, Centre for Genomics and Personalised Health, Queensland University of Technology, Kelvin Grove, Australia
| | - T. Gardam
- Genomics Research Centre, Centre for Genomics and Personalised Health, Queensland University of Technology, Kelvin Grove, Australia
| | - J. Chaseling
- School of Environment and Science, Griffith University, Nathan, Australia
| | - K. James
- Genomics Research Centre, Centre for Genomics and Personalised Health, Queensland University of Technology, Kelvin Grove, Australia
| | - A. Bernie
- Unrecovered War Casualties-Army, Australian Defence Force, Russell Offices, Canberra, Australia
| | - L. M. Haupt
- Genomics Research Centre, Centre for Genomics and Personalised Health, Queensland University of Technology, Kelvin Grove, Australia
| | - J. Christie
- School of Environment and Science, Griffith University, Nathan, Australia
| | - L. R. Griffiths
- Genomics Research Centre, Centre for Genomics and Personalised Health, Queensland University of Technology, Kelvin Grove, Australia
| | - K. M. Wright
- Genomics Research Centre, Centre for Genomics and Personalised Health, Queensland University of Technology, Kelvin Grove, Australia
- Unrecovered War Casualties-Army, Australian Defence Force, Russell Offices, Canberra, Australia
- Royal Australian Air Force (RAAF), Williamtown, Australia
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Liu Y, Yang W, Smith C, Cheng C, Karol SE, Larsen EC, Winick N, Carroll WL, Loh ML, Raetz EA, Hunger SP, Winter SS, Dunsmore KP, Devidas M, Yang JJ, Evans WE, Jeha S, Pui CH, Inaba H, Relling MV. Class II Human Leukocyte Antigen Variants Associate With Risk of Pegaspargase Hypersensitivity. Clin Pharmacol Ther 2021; 110:794-802. [PMID: 33768542 PMCID: PMC8790808 DOI: 10.1002/cpt.2241] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 03/13/2021] [Indexed: 10/20/2023]
Abstract
We conducted the first human leukocyte antigen (HLA) allele and genome-wide association study to identify loci associated with hypersensitivity reactions exclusively to the PEGylated preparation of asparaginase (pegaspargase) in racially diverse cohorts of pediatric leukemia patients: St Jude Children's Research Hospital's Total XVI (TXVI, n = 598) and Children's Oncology Group AALL0232 (n = 2,472) and AALL0434 (n = 1,189). Germline DNA was genotyped using arrays. Genetic variants not genotyped directly were imputed. HLA alleles were imputed using SNP2HLA or inferred using BWAkit. Analyses between genetic variants and hypersensitivity were performed in each cohort first using cohort-specific covariates and then combined using meta-analyses. Nongenetic risk factors included fewer intrathecal injections (P = 2.7 × 10-5 in TXVI) and male sex (P = 0.025 in AALL0232). HLA alleles DQB1*02:02, DRB1*07:01, and DQA1*02:01 had the strongest associations with pegaspargase hypersensitivity (P < 5.0 × 10-5 ) in patients with primarily European ancestry (EA), with the three alleles associating in a single haplotype. The top allele HLA-DQB1*02:02 was tagged by HLA-DQB1 rs1694129 in EAs (r2 = 0.96) and less so in non-EAs. All single nucleotide polymorphisms associated with pegaspargase hypersensitivity reaching genome-wide significance in EAs were in class II HLA loci, and were partially replicated in non-EAs, as is true for other HLA associations. The rs9958628 variant, in ARHGAP28 (previously linked to immune response in children) had the strongest genetic association (P = 8.9 × 10-9 ) in non-EAs. The HLA-DQB1*02:02-DRB1*07:01-DQA1*02:01 associated with hypersensitivity reactions to pegaspargase is the same haplotype associated with reactions to non-PEGylated asparaginase, even though the antigens differ between the two preparations.
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Affiliation(s)
- Yiwei Liu
- Department of Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN
| | - Wenjian Yang
- Department of Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN
| | - Colton Smith
- Department of Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN
| | - Cheng Cheng
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN
| | - Seth E. Karol
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN
| | | | - Naomi Winick
- Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX
| | | | - Mignon L. Loh
- Department of Pediatrics, University of California School of Medicine, San Francisco, CA
| | | | - Stephen P. Hunger
- Department of Pediatrics, Children’s Hospital of Philadelphia and the Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | - Stuart S. Winter
- Children’s Minnesota Cancer and Blood Disorders Program, Children’s Minnesota, Minneapolis, MN
| | | | - Meenakshi Devidas
- Department of Global Pediatric Medicine, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jun J. Yang
- Department of Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN
| | - William E. Evans
- Department of Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN
| | - Sima Jeha
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Ching-Hon Pui
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Hiroto Inaba
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Mary V. Relling
- Department of Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN
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de la Puente M, Ruiz-Ramírez J, Ambroa-Conde A, Xavier C, Pardo-Seco J, Álvarez-Dios J, Freire-Aradas A, Mosquera-Miguel A, Gross TE, Cheung EYY, Branicki W, Nothnagel M, Parson W, Schneider PM, Kayser M, Carracedo Á, Lareu MV, Phillips C, on behalf of the VISAGE Consortium. Development and Evaluation of the Ancestry Informative Marker Panel of the VISAGE Basic Tool. Genes (Basel) 2021; 12:1284. [PMID: 34440458 PMCID: PMC8391248 DOI: 10.3390/genes12081284] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 08/18/2021] [Accepted: 08/18/2021] [Indexed: 11/29/2022] Open
Abstract
We detail the development of the ancestry informative single nucleotide polymorphisms (SNPs) panel forming part of the VISAGE Basic Tool (BT), which combines 41 appearance predictive SNPs and 112 ancestry predictive SNPs (three SNPs shared between sets) in one massively parallel sequencing (MPS) multiplex, whereas blood-based age analysis using methylation markers is run in a parallel MPS analysis pipeline. The selection of SNPs for the BT ancestry panel focused on established forensic markers that already have a proven track record of good sequencing performance in MPS, and the overall SNP multiplex scale closely matched that of existing forensic MPS assays. SNPs were chosen to differentiate individuals from the five main continental population groups of Africa, Europe, East Asia, America, and Oceania, extended to include differentiation of individuals from South Asia. From analysis of 1000 Genomes and HGDP-CEPH samples from these six population groups, the BT ancestry panel was shown to have no classification error using the Bayes likelihood calculators of the Snipper online analysis portal. The differentiation power of the component ancestry SNPs of BT was balanced as far as possible to avoid bias in the estimation of co-ancestry proportions in individuals with admixed backgrounds. The balancing process led to very similar cumulative population-specific divergence values for Africa, Europe, America, and Oceania, with East Asia being slightly below average, and South Asia an outlier from the other groups. Comparisons were made of the African, European, and Native American estimated co-ancestry proportions in the six admixed 1000 Genomes populations, using the BT ancestry panel SNPs and 572,000 Affymetrix Human Origins array SNPs. Very similar co-ancestry proportions were observed down to a minimum value of 10%, below which, low-level co-ancestry was not always reliably detected by BT SNPs. The Snipper analysis portal provides a comprehensive population dataset for the BT ancestry panel SNPs, comprising a 520-sample standardised reference dataset; 3445 additional samples from 1000 Genomes, HGDP-CEPH, Simons Foundation and Estonian Biocentre genome diversity projects; and 167 samples of six populations from in-house genotyping of individuals from Middle East, North and East African regions complementing those of the sampling regimes of the other diversity projects.
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Affiliation(s)
- María de la Puente
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (M.d.l.P.); (J.R.-R.); (A.A.-C.); (A.F.-A.); (A.M.-M.); (Á.C.); (M.V.L.)
| | - Jorge Ruiz-Ramírez
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (M.d.l.P.); (J.R.-R.); (A.A.-C.); (A.F.-A.); (A.M.-M.); (Á.C.); (M.V.L.)
| | - Adrián Ambroa-Conde
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (M.d.l.P.); (J.R.-R.); (A.A.-C.); (A.F.-A.); (A.M.-M.); (Á.C.); (M.V.L.)
| | - Catarina Xavier
- Institute of Legal Medicine, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.X.); (W.P.)
| | - Jacobo Pardo-Seco
- Genetics, Vaccines, Infectious Diseases and Pediatrics Research Group (GENVIP Group), Instituto de Investigación Sanitaria de Santiago de Compostela, 15706 Santiago de Compostela, Spain;
| | - Jose Álvarez-Dios
- Faculty of Mathematics, University of Santiago de Compostela, 15705 Santiago de Compostela, Spain;
| | - Ana Freire-Aradas
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (M.d.l.P.); (J.R.-R.); (A.A.-C.); (A.F.-A.); (A.M.-M.); (Á.C.); (M.V.L.)
| | - Ana Mosquera-Miguel
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (M.d.l.P.); (J.R.-R.); (A.A.-C.); (A.F.-A.); (A.M.-M.); (Á.C.); (M.V.L.)
| | - Theresa E. Gross
- Institute of Legal Medicine, Faculty of Medicine and University Clinic, University of Cologne, 50823 Cologne, Germany; (T.E.G.); (E.Y.Y.C.); (P.M.S.)
- Hessisches Landeskriminalamt, 65187 Wiesbaden, Germany
| | - Elaine Y. Y. Cheung
- Institute of Legal Medicine, Faculty of Medicine and University Clinic, University of Cologne, 50823 Cologne, Germany; (T.E.G.); (E.Y.Y.C.); (P.M.S.)
| | - Wojciech Branicki
- Malopolska Centre of Biotechnology, Jagiellonian University, 30-387 Kraków, Poland;
| | - Michael Nothnagel
- Cologne Center for Genomics, University of Cologne, 50823 Cologne, Germany;
- University Hospital Cologne, 50937 Cologne, Germany
| | - Walther Parson
- Institute of Legal Medicine, Medical University of Innsbruck, 6020 Innsbruck, Austria; (C.X.); (W.P.)
- Forensic Science Program, The Pennsylvania State University, University Park, State College, PA 16802, USA
| | - Peter M. Schneider
- Institute of Legal Medicine, Faculty of Medicine and University Clinic, University of Cologne, 50823 Cologne, Germany; (T.E.G.); (E.Y.Y.C.); (P.M.S.)
| | - Manfred Kayser
- Department of Genetic Identification, Erasmus MC University Medical Center Rotterdam, 3015 CN Rotterdam, South Holland, The Netherlands;
| | - Ángel Carracedo
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (M.d.l.P.); (J.R.-R.); (A.A.-C.); (A.F.-A.); (A.M.-M.); (Á.C.); (M.V.L.)
- Fundación Pública Galega de Medicina Xenómica (FPGMX), 15706 Santiago de Compostela, Spain
| | - Maria Victoria Lareu
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (M.d.l.P.); (J.R.-R.); (A.A.-C.); (A.F.-A.); (A.M.-M.); (Á.C.); (M.V.L.)
| | - Christopher Phillips
- Forensic Genetics Unit, Institute of Forensic Sciences, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (M.d.l.P.); (J.R.-R.); (A.A.-C.); (A.F.-A.); (A.M.-M.); (Á.C.); (M.V.L.)
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16
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Zobeck M, Bernhardt MB, Kamdar KY, Rabin KR, Lupo PJ, Scheurer ME. Novel risk factors for glucarpidase use in pediatric acute lymphoblastic leukemia: Hispanic ethnicity, age, and the ABCC4 gene. Pediatr Blood Cancer 2021; 68:e29036. [PMID: 33788417 PMCID: PMC8238882 DOI: 10.1002/pbc.29036] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 03/12/2021] [Accepted: 03/13/2021] [Indexed: 11/12/2022]
Abstract
BACKGROUND Carboxypeptidase G2 (CPDG2 ; glucarpidase) is a rescue drug for patients at risk for kidney injury from high-dose methotrexate (MTX). As there are no strategies for predicting patients who will require CDPG2 , we evaluated the role of demographic, clinical, and genetic factors for CPDG2 use. PROCEDURE Cases who received CPDG2 and controls who did not were identified by chart review of acute lymphoblastic leukemia (ALL) patients who received MTX doses between 1000 and 5000 mg/m2 between 2010 and 2017. We used multivariable Bayesian logistic regression to evaluate the association of CPDG2 use with demographic and clinical variables and, on a subset of patients, with genetic ancestry and 49 single nucleotide variants previously associated with MTX toxicity. RESULTS We identified 423 patients who received 1592 doses of MTX. Of the 18 patients who received CPDG2 , 17 (94%) were Hispanic. No patients who received 1000 or 2000 mg/m2 of MTX received CPDG2 . Hispanic ethnicity (odds ratio: 4.68; 95% compatibility interval: 1.63-15.06) and older age (1.87 [1.17-3.17]) were associated with receiving CPDG2 . Of the 177 patients in the genomic cohort, 11 received CPDG2 . Each additional G allele of rs7317112 in ABCC4 increased the odds of requiring CPDG2 (3.10 [1.12-6.75]). Six other loci (NTRK1/rs10908521, TSG1/rs9345389, STT3B/rs1353327, SCLO1B1/rs4149056, GATA3/rs3824662, ARID5B/rs10821936) demonstrated probabilities of association between 88% and 97%. CONCLUSION We demonstrated that demographic characteristics, including Hispanic ethnicity and age, are associated with CPDG2 use. Additionally, we provide evidence that inherited genetic variation is associated with risk of requiring CPDG2 . If validated in independent populations, this information could be leveraged to develop targeted toxicity prevention strategies for children with ALL.
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Affiliation(s)
- Mark Zobeck
- Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
| | - M. Brooke Bernhardt
- Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
| | - Kala Y. Kamdar
- Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
| | - Karen R. Rabin
- Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
| | - Philip J. Lupo
- Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
| | - Michael E. Scheurer
- Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
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17
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Arriaga-MacKenzie IS, Matesi G, Chen S, Ronco A, Marker KM, Hall JR, Scherenberg R, Khajeh-Sharafabadi M, Wu Y, Gignoux CR, Null M, Hendricks AE. Summix: A method for detecting and adjusting for population structure in genetic summary data. Am J Hum Genet 2021; 108:1270-1282. [PMID: 34157305 PMCID: PMC8322937 DOI: 10.1016/j.ajhg.2021.05.016] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 05/26/2021] [Indexed: 12/11/2022] Open
Abstract
Publicly available genetic summary data have high utility in research and the clinic, including prioritizing putative causal variants, polygenic scoring, and leveraging common controls. However, summarizing individual-level data can mask population structure, resulting in confounding, reduced power, and incorrect prioritization of putative causal variants. This limits the utility of publicly available data, especially for understudied or admixed populations where additional research and resources are most needed. Although several methods exist to estimate ancestry in individual-level data, methods to estimate ancestry proportions in summary data are lacking. Here, we present Summix, a method to efficiently deconvolute ancestry and provide ancestry-adjusted allele frequencies (AFs) from summary data. Using continental reference ancestry, African (AFR), non-Finnish European (EUR), East Asian (EAS), Indigenous American (IAM), South Asian (SAS), we obtain accurate and precise estimates (within 0.1%) for all simulation scenarios. We apply Summix to gnomAD v.2.1 exome and genome groups and subgroups, finding heterogeneous continental ancestry for several groups, including African/African American (∼84% AFR, ∼14% EUR) and American/Latinx (∼4% AFR, ∼5% EAS, ∼43% EUR, ∼46% IAM). Compared to the unadjusted gnomAD AFs, Summix's ancestry-adjusted AFs more closely match respective African and Latinx reference samples. Even on modern, dense panels of summary statistics, Summix yields results in seconds, allowing for estimation of confidence intervals via block bootstrap. Given an accompanying R package, Summix increases the utility and equity of public genetic resources, empowering novel research opportunities.
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Affiliation(s)
| | - Gregory Matesi
- Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80204, USA
| | - Samuel Chen
- Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80204, USA
| | - Alexandria Ronco
- Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80204, USA
| | - Katie M Marker
- Human Medical Genetics and Genomics Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Jordan R Hall
- Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80204, USA
| | - Ryan Scherenberg
- Business School, University of Colorado Denver, Denver, CO 80204, USA
| | | | - Yinfei Wu
- Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80204, USA
| | - Christopher R Gignoux
- Human Medical Genetics and Genomics Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO 80045, USA
| | - Megan Null
- Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80204, USA; Mathematics and Physical Sciences, The College of Idaho, Caldwell, ID 83605, USA
| | - Audrey E Hendricks
- Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80204, USA; Human Medical Genetics and Genomics Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO 80045, USA.
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18
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Genetic Ancestry Inference and Its Application for the Genetic Mapping of Human Diseases. Int J Mol Sci 2021; 22:ijms22136962. [PMID: 34203440 PMCID: PMC8269095 DOI: 10.3390/ijms22136962] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 06/24/2021] [Accepted: 06/25/2021] [Indexed: 12/21/2022] Open
Abstract
Admixed populations arise when two or more ancestral populations interbreed. As a result of this admixture, the genome of admixed populations is defined by tracts of variable size inherited from these parental groups and has particular genetic features that provide valuable information about their demographic history. Diverse methods can be used to derive the ancestry apportionment of admixed individuals, and such inferences can be leveraged for the discovery of genetic loci associated with diseases and traits, therefore having important biomedical implications. In this review article, we summarize the most common methods of global and local genetic ancestry estimation and discuss the use of admixture mapping studies in human diseases.
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19
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Acosta D, Llibre-Guerra JJ, Jiménez-Velázquez IZ, Llibre-Rodríguez JJ. Dementia Research in the Caribbean Hispanic Islands: Present Findings and Future Trends. Front Public Health 2021; 8:611998. [PMID: 33537283 PMCID: PMC7848137 DOI: 10.3389/fpubh.2020.611998] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 12/18/2020] [Indexed: 11/13/2022] Open
Abstract
During the last decade, the Caribbean Hispanic islands experienced accelerated demographic aging, representing the fastest aging region within Latin America. Age-related non-communicable diseases, including dementia, are now reported at high prevalence. The Caribbean islands share similar genetic ancestry, culture, migration patterns, and risk profiles, providing a unique setting to understand dementia in the Caribbean-Hispanics. This perspective article aimed to describe the impact of dementia in the Caribbean, at a local and regional level and reflect on research strategies to address dementia. We report on 10/66 project findings, described research projects and regional plans for the region. According to our results, the prevalence of dementia in the Caribbean is the highest in Latin America, with 11.7% in Dominican Republic, 11.6% in Puerto Rico, and 10.8% in Cuba. Preliminary data from new waves of the 10/66 study shows increasing numbers of dementia cases. Furthermore, dementia is expected to be one of the most serious medical and social issues confronted by Caribbean health systems. However, there is a scarcity of knowledge, awareness, and health services to deal with this public health crisis. In light of the new evidence, local and regional strategies are underway to better understand dementia trends for the region and develop policies aimed to decrease the impact of dementia. Implementation of our national plans is critical to deal with an aging population with high dementia rates. Current recommendations include emphasizing public health prevention campaigns to address modifiable risk factors and expand support to caregiver and family interventions.
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Affiliation(s)
- Daisy Acosta
- Department of Internal Medicine, Universidad Nacional Pedro Henriquez Urena, Santo Domingo, Dominican Republic
| | - Jorge J Llibre-Guerra
- Department of Neurology, Washington University School of Medicine in St. Louis, St. Louis, MO, United States.,National Institute of Neurology and Neurosurgery, Habana, Cuba
| | - Ivonne Z Jiménez-Velázquez
- Department of Internal Medicine, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico
| | - Juan J Llibre-Rodríguez
- Department of Internal Medicine, Universidad Nacional Pedro Henriquez Urena, Santo Domingo, Dominican Republic.,Finlay-Albarrán Medicine Faculty, Universidad de Ciencias Medicas, Habana, Cuba
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20
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Colistro V, Mut P, Hidalgo PC, Carracedo A, Quintela I, Rojas-Martínez A, Sans M. Differential admixture in Latin American populations and its impact on the study of colorectal cancer. Genet Mol Biol 2020; 43:e20200143. [PMID: 33306774 PMCID: PMC7783724 DOI: 10.1590/1678-4685-gmb-2020-0143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 09/14/2020] [Indexed: 11/22/2022] Open
Abstract
Genome-wide association studies focused on searching genes responsible for
several diseases. Admixture mapping studies proposed a more efficient
alternative capable of detecting polymorphisms contributing with a small effect
on the disease risk. This method focuses on the higher values of linkage
disequilibrium in admixed populations. To test this, we analyzed 10 genomic
regions previously defined as related with colorectal cancer among nine
populations and studied the variation pattern of haplotypic structures and
heterozygosity values on seven categories of SNPs. Both analyses showed
differences among chromosomal regions and studied populations. Admixed
Latin-American samples generally show intermediate values. Heterozygosity of the
SNPs grouped in categories varies more in each gene than in each population.
African related populations have more blocks per chromosomal region, coherently
with their antiquity. In sum, some similarities were found among Latin American
populations, but each chromosomal region showed a particular behavior, despite
the fact that the study refers to genes and regions related with one particular
complex disease. This study strongly suggests the necessity of developing
statistical methods to deal with di- or tri-hybrid populations, as well as to
carefully analyze the different historic and demographic scenarios, and the
different characteristics of particular chromosomal regions and evolutionary
forces.
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Affiliation(s)
- Valentina Colistro
- Universidad de la República, Facultad de Medicina, Departamento de Métodos Cuantitativos, Montevideo, Uruguay
| | - Patricia Mut
- Universidad de la República, Facultad de Humanidades y Ciencias de la Educación, Departamento de Antropología Biológica, Montevideo, Uruguay
| | - Pedro C Hidalgo
- Universidad de la República, Centro Universitario de Tacuarembó, Polo de Desarrollo Universitario Diversidad Genética Humana, Tacuarembó, Uruguay
| | - Angel Carracedo
- Universidad de Santiago de Compostela, Centro Nacional de Genotipado (CEGEN), Spain.,Universidade de Santiago de Compostela, CIBER de Enfermedades Raras (CIBERER)-Instituto de Salud Carlos III, Grupo de Medicina Xenómica, Santiago de Compostela, Spain
| | - Inés Quintela
- Universidad de Santiago de Compostela, Centro Nacional de Genotipado (CEGEN), Spain
| | | | - Mónica Sans
- Universidad de la República, Facultad de Humanidades y Ciencias de la Educación, Departamento de Antropología Biológica, Montevideo, Uruguay
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21
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Chinea A, Amezcua L, Vargas W, Okai A, Williams MJ, Su R, Parks B, Mendoza JP, Lewin JB, Jones CC. Real-World Safety and Effectiveness of Dimethyl Fumarate in Hispanic or Latino Patients with Multiple Sclerosis: 3-Year Results from ESTEEM. Neurol Ther 2020; 9:495-504. [PMID: 32472385 PMCID: PMC7606387 DOI: 10.1007/s40120-020-00192-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Indexed: 11/29/2022] Open
Abstract
INTRODUCTION Compared with the non-Hispanic/non-Latino population, Hispanic/Latino patients with multiple sclerosis (MS) are reported to exhibit greater disease severity. Geographical location and genetics play a role in differences observed across Hispanic/Latino subpopulations. We evaluated real-world safety and effectiveness of dimethyl fumarate (DMF) on MS disease activity in Hispanic/Latino patients. METHODS ESTEEM is an ongoing, 5-year, multinational, prospective study evaluating long-term safety and effectiveness of DMF in patients with MS. This interim analysis included patients newly prescribed DMF in routine practice at 394 sites globally. RESULTS Overall, 4986 non-Hispanic/non-Latino and 98 Hispanic/Latino patients were analyzed; median (range) follow-up was 18 (2-37) months. Unadjusted annualized relapse rates (ARRs) for 12 months before DMF initiation versus 36 months post DMF initiation, respectively, were: non-Hispanic/non-Latino patients, 0.82 (95% CI 0.80-0.84) versus 0.10 (95% CI 0.09-0.10), 88% lower ARR (P < 0.0001); Hispanic/Latino patients, 0.80 (95% CI 0.65-1.00) versus 0.09 (95% CI 0.06-0.14), 89% lower ARR (P < 0.0001). In total, 28 (29%) Hispanic/Latino patients reported adverse events leading to treatment discontinuation; gastrointestinal (GI) disorders (n = 10, 10%) were the most common, consistent with the non-Hispanic/non-Latino population (8%). Median lymphocyte counts decreased by approximately 24% in the first year (vs 36% decrease in non-Hispanic/non-Latino patients) then remained stable and above the lower limit of normal in most patients. CONCLUSIONS Relapse rates remained low in Hispanic/Latino patients, consistent with non-Hispanic/non-Latino patients. The safety profile of DMF in Hispanic/Latino patients was consistent with safety findings from the non-Hispanic/non-Latino ESTEEM population, demonstrating the real-world treatment benefit of DMF in the Hispanic/Latino patient cohort.
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Affiliation(s)
- Angel Chinea
- From the San Juan Multiple Sclerosis Center, Guaynabo, Puerto Rico
| | - Lilyana Amezcua
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Wendy Vargas
- Columbia University Medical Center, New York, NY, USA
| | - Annette Okai
- Multiple Sclerosis Treatment Center of Dallas, Dallas, TX, USA
| | | | - Ray Su
- Biogen, Cambridge, MA, USA
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22
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Nuytemans K, Rajabli F, Bussies PL, Celis K, Scott WK, Singer C, Luca CC, Vinuela A, Pericak-Vance MA, Vance JM. Novel Variants in LRRK2 and GBA Identified in Latino Parkinson Disease Cohort Enriched for Caribbean Origin. Front Neurol 2020; 11:573733. [PMID: 33281709 PMCID: PMC7689018 DOI: 10.3389/fneur.2020.573733] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 10/21/2020] [Indexed: 12/26/2022] Open
Abstract
Background: The Latino population is greatly understudied in biomedical research, including genetics. Very little information is available on presence of known variants originally identified in non-Hispanic white patients or novel variants in the Latino population. The Latino population is admixed, with contributions of European, African, and Amerindian ancestries. Therefore, the ancestry surrounding a gene (local ancestry, LA) can be any of the three contributing ancestries and thus can determine the presence or risk effect of variants detected. Methods: We sequenced the major exons and exons of reported Latino-specific variants in GBA and LRRK2 and performed genome-wide genotyping for LA assessments in 79 Latino Parkinson disease (PD) patients, of which ~80% identified as Caribbean Latino. Results: We observed five carriers of LRRK2 p.G2019S, one GBA p.T408M, and three GBA p.N409S on European as well as three GBA p.L13R on African LA backgrounds. Previous Latino variant GBA p.K237E was not observed in this dataset. A novel highly conserved and predicted damaging variant LRRK2 p.D734N was identified in two unrelated individuals with African LA. Additionally, we identified rare, functional variants LRRK2 p.P1480L and GBA p.S310G in one individual each heterozygous for European/Amerindian LA. Discussion: Additional functional analysis will be needed to determine the pathogenicity of the novel variants in PD. However, the identification of novel disease variants in the Latino cohort potentially contributing to PD supports to importance of inclusion of Latinos in genetics research to provide insight in PD genetics in Latinos specifically as well as other populations with the same ancestral contributions.
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Affiliation(s)
- Karen Nuytemans
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States
- Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Farid Rajabli
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Parker L. Bussies
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Katrina Celis
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States
| | - William K. Scott
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States
- Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Carlos Singer
- Division of Parkinson's Disease and Movement Disorders, Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Corneliu C. Luca
- Division of Parkinson's Disease and Movement Disorders, Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Angel Vinuela
- Movement Disorders Group, Manatí Medical Center, Neurosciences Institute, Manatí, Puerto Rico
| | - Margaret A. Pericak-Vance
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States
- Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Jeff M. Vance
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States
- Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL, United States
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23
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Lazo‐Porras M, Ruiz‐Alejos A, Miranda JJ, Carrillo‐Larco RM, Gilman RH, Smeeth L, Bernabé‐Ortiz A. Intermediate hyperglycaemia and 10-year mortality in resource-constrained settings: the PERU MIGRANT Study. Diabet Med 2020; 37:1519-1527. [PMID: 32181918 PMCID: PMC7649719 DOI: 10.1111/dme.14298] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/13/2020] [Indexed: 12/13/2022]
Abstract
AIM To determine whether intermediate hyperglycaemia, defined by fasting plasma glucose and HbA1c criteria, is associated with mortality in a 10-year cohort of people in a Latin American country. METHODS Analysis of the PERU MIGRANT Study was conducted in three different population groups (rural, rural-to-urban migrant, and urban). The baseline assessment was conducted in 2007/2008, with follow-up assessment in 2018. The outcome was all-cause mortality, and the exposure was intermediate hyperglycaemia, using three definitions: (1) impaired fasting glucose, defined according to American Diabetes Association criteria [fasting plasma glucose 5.6-6.9 mmol/l (100-125 mg/dl)]; (2) intermediate hyperglycaemia defined according to American Diabetes Association criteria [HbA1c levels 39-46 mmol/mol (5.7-6.4%)]; and (3) intermediate hyperglycaemia defined according to the International Expert Committee criteria [HbA1c levels 42-46 mmol/mol (6.0-6.4%)]. Crude and adjusted hazard ratios and 95% CIs were estimated using Cox proportional hazard models. RESULTS At baseline, the mean (sd) age of the study population was 47.8 (11.9) years and 52.5% of the cohort were women. The study cohort was divided into population groups as follows: 207 people (20.0%) in the rural population group, 583 (59.7%) in the rural-to-urban migrant group and 198 (20.3%) in the urban population group. The prevalence of intermediate hyperglycaemia was: 6%, 12.9% and 38.5% according to the American Diabetes Association impaired fasting glucose definition, the International Expert Committee HbA1c -based definition and the American Diabetes Association HbA1c -based definition, respectively, and the mortality rate after 10 years was 63/976 (7%). Intermediate hyperglycaemia was associated with all-cause mortality using the HbA1c -based definitions in the crude models [hazard ratios 2.82 (95% CI 1.59-4.99) according to the American Diabetes Association and 2.92 (95% CI 1.62-5.28) according to the International Expert Committee], whereas American Diabetes Association-defined impaired fasting glucose was not [hazard ratio 0.84 (95% CI 0.26-2.68)]. In the adjusted model, however, only the American Diabetes Association HbA1c -based definition was associated with all-cause mortality [hazard ratio 1.91 (95% CI 1.03-3.53)], whereas the International Expert Committee HbA1c -based and American Diabetes Association impaired fasting glucose-based definitions were not [hazard ratios 1.42 (95% CI 0.75-2.68) and 1.09 (95% CI 0.33-3.63), respectively]. CONCLUSIONS Intermediate hyperglycaemia defined using the American Diabetes Association HbA1c criteria was associated with an elevated mortality rate after 10 years in a cohort from Peru. HbA1c appears to be a factor associated with mortality in this Peruvian population.
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Affiliation(s)
- M. Lazo‐Porras
- CRONICAS Centre of Excellence in Chronic DiseasesUniversidad Peruana Cayetano HerediaLimaPeru
- Division of Tropical and Humanitarian MedicineGeneva University Hospitals and University of GenevaGenevaSwitzerland
| | - A. Ruiz‐Alejos
- CRONICAS Centre of Excellence in Chronic DiseasesUniversidad Peruana Cayetano HerediaLimaPeru
- Autonomic Dysfunction CentreDepartment of MedicineVanderbilt University Medical CentreTNUSA
| | - J. J. Miranda
- CRONICAS Centre of Excellence in Chronic DiseasesUniversidad Peruana Cayetano HerediaLimaPeru
- School of MedicineUniversidad Peruana Cayetano HerediaLimaPeru
| | - R. M. Carrillo‐Larco
- CRONICAS Centre of Excellence in Chronic DiseasesUniversidad Peruana Cayetano HerediaLimaPeru
- Department of Epidemiology and BiostatisticsSchool of Public HealthImperial College LondonLondonUK
| | - R. H. Gilman
- Department of International HealthBloomberg School of Public HealthJohns Hopkins UniversityBaltimoreMDUSA
| | - L. Smeeth
- Faculty of Epidemiology and Population HealthLondon School of Hygienel and Tropical MedicineLondonUK
| | - A. Bernabé‐Ortiz
- CRONICAS Centre of Excellence in Chronic DiseasesUniversidad Peruana Cayetano HerediaLimaPeru
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24
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Daich Varela M, Moya R, Schlottmann PG, Hufnagel RB, Arberas C, Fernández FM, Inga ME, Lores J, Pachajoa H, Prada CE, Sallum JMF. Ophthalmic genetics in South America. AMERICAN JOURNAL OF MEDICAL GENETICS PART C-SEMINARS IN MEDICAL GENETICS 2020; 184:753-761. [PMID: 32856789 DOI: 10.1002/ajmg.c.31832] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 07/14/2020] [Accepted: 07/28/2020] [Indexed: 12/13/2022]
Abstract
South America comprises of heterogeneous topographies, populations, and health care systems. Therefore, it is not surprising to see differences among the countries regarding expertise, education, and practices of ophthalmic genetics for patients with rare eye diseases. Nevertheless, common challenges such as limited genetics training in medical schools and among ophthalmologists, scarcity of diagnostic tools for phenotyping, and expensive genetic testing not covered by the public healthcare systems, are seen in all of them. Here, we provide a detailed report of the current status of ophthalmic genetics, described by the personal views of local ophthalmologists from Brazil, Colombia, Argentina, and Chile. By reporting our strengths and weaknesses as a region, we intend to highlight the need for guidelines on how to manage these patients aligned with public health policies. Our region contributes to research worldwide, with thousands of well diagnosed patients from a number of unique and genetically diverse populations. The constant expansion of ophthalmic genetics and molecular diagnostics requires us to join forces to collaborate across South America and with other countries to improve access to next-generation diagnostics and ultimately improve patient care.
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Affiliation(s)
- Malena Daich Varela
- Ophthalmic Genetics and Visual Function Branch, National Eye Institute, National Institutes of Health, Bethesda, Maryland, USA.,University of Buenos Aires, Buenos Aires, Argentina
| | - Rene Moya
- Departamento de Retina y Departamento de Genética Ocular, Hospital del Salvador, Universidad de Chile, Santiago, Chile
| | | | - Robert B Hufnagel
- Ophthalmic Genetics and Visual Function Branch, National Eye Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Claudia Arberas
- Sección Genética Médica, Hospital de Niños "R. Gutiérrez", Buenos Aires, Argentina
| | | | | | - Juliana Lores
- Centro de Investigaciones en Anomalías Congénitas y Enfermedades Raras Universidad Icesi, Cali, Colombia.,Fundación Valle del Lili, Cali, Colombia
| | - Harry Pachajoa
- Centro de Investigaciones en Anomalías Congénitas y Enfermedades Raras Universidad Icesi, Cali, Colombia.,Fundación Valle del Lili, Cali, Colombia
| | - Carlos E Prada
- Hospital Internacional de Colombia, Bucaramanga, Colombia.,Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Juliana M Ferraz Sallum
- Department of Ophthalmology, Universidade Federal de São Paulo, Sao Paulo, Brazil.,Instituto de Genética Ocular, Sao Paulo, Brazil
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25
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Xie T, Shen C, Liu C, Fang Y, Guo Y, Lan Q, Wang L, Ge J, Zhou Y, Wen S, Yang Q, Zhu B. Ancestry inference and admixture component estimations of Chinese Kazak group based on 165 AIM-SNPs via NGS platform. J Hum Genet 2020; 65:461-468. [DOI: 10.1038/s10038-020-0725-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Revised: 11/04/2019] [Accepted: 11/04/2019] [Indexed: 11/09/2022]
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26
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Gomez-Lopera N, Alfaro JM, Leal SM, Pineda-Trujillo N. Type 1 diabetes loci display a variety of native American and African ancestries in diseased individuals from Northwest Colombia. World J Diabetes 2019; 10:534-545. [PMID: 31798789 PMCID: PMC6885725 DOI: 10.4239/wjd.v10.i11.534] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 09/11/2019] [Accepted: 10/07/2019] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Type 1 diabetes (T1D) is a complex disease with a higher incidence in Europeans than other populations. The Colombians Living in Medellin (CLM) is admixed with ancestry contributions from Europeans, Native Americans (NAT) and Africans (AFR).
AIM Our aim was to analyze the genetic admixture component at candidate T1D loci in Colombian individuals with the disease.
METHODS Seventy-four ancestry informative markers (AIMs), which tagged 41 T1D candidate loci/genes, were tested by studying a cohort of 200 Northwest Colombia diseased individuals. T1D status was classified by testing for glutamic acid decarboxylase (GAD-65 kDa) and protein tyrosine-like antigen-2 auto-antibodies in serum samples. Candidate loci/genes included HLA, INS, PTPN22, CTLA4, IL2RA, SUMO4, CLEC16A, IFIH1, EFR3B, IL7R, NRP1 and RNASEH1, amongst others. The 1,000 genome database was used to analyze data from 94 individuals corresponding to the reference CLM. As the data did not comply with a normal distribution, medians were compared between groups using the Mann-Whitney U-test.
RESULTS Both T1D patients and individuals from CLM displayed mainly European ancestry (61.58 vs 62.06) followed by Native American (27.34 vs 27.46) and to a lesser extent the AFR ancestry (10.28 vs 10.65) components. However, compared to CLM, ancestry of T1D patients displayed a decrease of NAT ancestry at gene EFR3B (24.30 vs 37.10) and an increase at genes IFIH1 (32.07 vs 14.99) and IL7R (52.18 vs 39.18). Also, for gene NRP1 (36.67 vs 0.003), we observed a non-AFR contribution (attributed to NAT). Autoimmune patients (positive for any of two auto-antibodies) displayed lower NAT ancestry than idiopathic patients at the MHC region (20.36 vs 31.88). Also, late onset patients presented with greater AFR ancestry than early onset patients at gene IL7R (19.96 vs 6.17). An association analysis showed that, even after adjusting for admixture, an association exists for at least seven such AIMs, with the strongest findings on chromosomes 5 and 10 (gene IL7R, P = 5.56 × 10-6 and gene NRP1, P = 8.70 × 10-19, respectively).
CONCLUSION Although Colombian T1D patients have globally presented with higher European admixture, specific T1D loci have displayed varying levels of Native American and AFR ancestries in diseased individuals.
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Affiliation(s)
- Natalia Gomez-Lopera
- Grupo Mapeo Genetico, Departamento de Pediatría, Facultad de Medicina, Universidad de Antioquia, Medellín 050010470, Colombia
| | - Juan M Alfaro
- Grupo Mapeo Genetico, Departamento de Pediatría, Facultad de Medicina, Universidad de Antioquia, Medellín 050010470, Colombia
- Sección de Endocrinología Pediátrica, Departamento de Pediatría, Facultad de Medicina, Universidad de Antioquia, Medellín 050010470, Colombia
| | - Suzanne M Leal
- Center for Statistical Genetics, Columbia University, New York, NY 10032, United States
| | - Nicolas Pineda-Trujillo
- Grupo Mapeo Genetico, Departamento de Pediatría, Facultad de Medicina, Universidad de Antioquia, Medellín 050010470, Colombia
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27
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Wechsler ME, Szefler SJ, Ortega VE, Pongracic JA, Chinchilli V, Lima JJ, Krishnan JA, Kunselman SJ, Mauger D, Bleecker ER, Bacharier LB, Beigelman A, Benson M, Blake KV, Cabana MD, Cardet JC, Castro M, Chmiel JF, Covar R, Denlinger L, DiMango E, Fitzpatrick AM, Gentile D, Grossman N, Holguin F, Jackson DJ, Kumar H, Kraft M, LaForce CF, Lang J, Lazarus SC, Lemanske RF, Long D, Lugogo N, Martinez F, Meyers DA, Moore WC, Moy J, Naureckas E, Olin JT, Peters SP, Phipatanakul W, Que L, Raissy H, Robison RG, Ross K, Sheehan W, Smith LJ, Solway J, Sorkness CA, Sullivan-Vedder L, Wenzel S, White S, Israel E. Step-Up Therapy in Black Children and Adults with Poorly Controlled Asthma. N Engl J Med 2019; 381:1227-1239. [PMID: 31553835 PMCID: PMC7026584 DOI: 10.1056/nejmoa1905560] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
BACKGROUND Morbidity from asthma is disproportionately higher among black patients than among white patients, and black patients constitute the minority of participants in trials informing treatment. Data indicate that patients with inadequately controlled asthma benefit more from addition of a long-acting beta-agonist (LABA) than from increased glucocorticoids; however, these data may not be informative for treatment in black patients. METHODS We conducted two prospective, randomized, double-blind trials: one involving children and the other involving adolescents and adults. In both trials, the patients had at least one grandparent who identified as black and had asthma that was inadequately controlled with low-dose inhaled glucocorticoids. We compared combinations of therapy, which included the addition of a LABA (salmeterol) to an inhaled glucocorticoid (fluticasone propionate), a step-up to double to quintuple the dose of fluticasone, or both. The treatments were compared with the use of a composite measure that evaluated asthma exacerbations, asthma-control days, and lung function; data were stratified according to genotypic African ancestry. RESULTS When quintupling the dose of fluticasone (to 250 μg twice a day) was compared with adding salmeterol (50 μg twice a day) and doubling the fluticasone (to 100 μg twice a day), a superior response occurred in 46% of the children with quintupling the fluticasone and in 46% of the children with doubling the fluticasone and adding salmeterol (P = 0.99). In contrast, more adolescents and adults had a superior response to added salmeterol than to an increase in fluticasone (salmeterol-low-dose fluticasone vs. medium-dose fluticasone, 49% vs. 28% [P = 0.003]; salmeterol-medium-dose fluticasone vs. high-dose fluticasone, 49% vs. 31% [P = 0.02]). Neither the degree of African ancestry nor baseline biomarkers predicted a superior response to specific treatments. The increased dose of inhaled glucocorticoids was associated with a decrease in the ratio of urinary cortisol to creatinine in children younger than 8 years of age. CONCLUSIONS In contrast to black adolescents and adults, almost half the black children with poorly controlled asthma had a superior response to an increase in the dose of an inhaled glucocorticoid and almost half had a superior response to the addition of a LABA. (Funded by the National Heart, Lung, and Blood Institute; BARD ClinicalTrials.gov number, NCT01967173.).
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Affiliation(s)
- Michael E Wechsler
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Stanley J Szefler
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Victor E Ortega
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Jacqueline A Pongracic
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Vernon Chinchilli
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - John J Lima
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Jerry A Krishnan
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Susan J Kunselman
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - David Mauger
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Eugene R Bleecker
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Leonard B Bacharier
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Avraham Beigelman
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Mindy Benson
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Kathryn V Blake
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Michael D Cabana
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Juan-Carlos Cardet
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Mario Castro
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - James F Chmiel
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Ronina Covar
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Loren Denlinger
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Emily DiMango
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Anne M Fitzpatrick
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Deborah Gentile
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Nicole Grossman
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Fernando Holguin
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Daniel J Jackson
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Harsha Kumar
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Monica Kraft
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Craig F LaForce
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Jason Lang
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Stephen C Lazarus
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Robert F Lemanske
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Dayna Long
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Njira Lugogo
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Fernando Martinez
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Deborah A Meyers
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Wendy C Moore
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - James Moy
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Edward Naureckas
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - J Tod Olin
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Stephen P Peters
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Wanda Phipatanakul
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Loretta Que
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Hengameh Raissy
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Rachel G Robison
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Kristie Ross
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - William Sheehan
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Lewis J Smith
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Julian Solway
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Christine A Sorkness
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Lisa Sullivan-Vedder
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Sally Wenzel
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Steven White
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
| | - Elliot Israel
- From National Jewish Health (M.E.W., R.C., J.T.O.), Denver, and University of Colorado School of Medicine (M.E.W., S.J.S., R.C., F.H., J.T.O.) and Children's Hospital Colorado (S.J.S.), Aurora - all in Colorado; Wake Forest School of Medicine (V.E.O., W.C.M., S.P.P.), Winston-Salem, North Carolina Clinical Research (C.F.L.), Raleigh, and Duke University Medical Center (N.L., L.Q.), Durham - all in North Carolina; Ann and Robert H. Lurie Children's Hospital of Chicago (J.A.P., R.G.R.), University of Illinois at Chicago (J.A.K., H.K.), Rush University Medical Center (J.M.), University of Chicago (E.N., J.S., S. White), and Northwestern University Feinberg School of Medicine (L.J.S.) - all in Chicago; Penn State University (V.C., S.J.K., D.M.), Hershey, and Allegheny General Hospital (D.G.) and University of Pittsburgh Medical Center (S. Wenzel), Pittsburgh - all in Pennsylvania; Nemours Children's Health System, Jacksonville (J.J.L., K.V.B., J.L.), and University of South Florida Morsani College of Medicine, Tampa (J.-C.C.) - both in Florida; University of Arizona Health Sciences, Tucson (E.R.B., M.K., F.M., D.A.M.); Washington University School of Medicine, St. Louis (L.B.B., A.B., M.C.); University of California, San Francisco (UCSF), San Francisco (M.B., M.D.C., S.C.L., D.L.) and UCSF Benioff Children's Hospital, Oakland (M.B., D.L.) - both in California; Brigham and Women's Hospital and Harvard Medical School (J.-C.C., N.G., E.I.) and Boston Children's Hospital (W.P., W.S.) - all in Boston; University Hospitals Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland (J.F.C., K.R.); University of Wisconsin-Madison, Madison (L.D., D.J.J., R.F.L., C.A.S.) and Aurora Sinai Medical Center, Milwaukee (L.S.-V.) - both in Wisconsin; Columbia University Irving Medical Center, New York, (E.D.); Emory University, Atlanta (A.M.F.); and University of New Mexico, Albuquerque (H.R.)
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Secolin R, Mas-Sandoval A, Arauna LR, Torres FR, de Araujo TK, Santos ML, Rocha CS, Carvalho BS, Cendes F, Lopes-Cendes I, Comas D. Distribution of local ancestry and evidence of adaptation in admixed populations. Sci Rep 2019; 9:13900. [PMID: 31554886 PMCID: PMC6761108 DOI: 10.1038/s41598-019-50362-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Accepted: 09/11/2019] [Indexed: 12/14/2022] Open
Abstract
Admixed American populations have different global proportions of European, Sub-Saharan African, and Native-American ancestry. However, individuals who display the same global ancestry could exhibit remarkable differences in the distribution of local ancestry blocks. We studied for the first time the distribution of local ancestry across the genome of 264 Brazilian admixed individuals, ascertained within the scope of the Brazilian Initiative on Precision Medicine. We found a decreased proportion of European ancestry together with an excess of Native-American ancestry on chromosome 8p23.1 and showed that this is due to haplotypes created by chromosomal inversion events. Furthermore, Brazilian non-inverted haplotypes were more similar to Native-American haplotypes than to European haplotypes, in contrast to what was found in other American admixed populations. We also identified signals of recent positive selection on chromosome 8p23.1, and one gene within this locus, PPP1R3B, is related to glycogenesis and has been associated with an increased risk of type 2 diabetes and obesity. These findings point to a selection event after admixture, which is still not entirely understood in recent admixture events.
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Affiliation(s)
- Rodrigo Secolin
- Department of Medical Genetics and Genomic Medicine, University of Campinas-UNICAMP, and the Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, SP, Brazil
- Departament de Ciències Experimentals i de la Salut, Institute of Evolutionary Biology (CSIC-UPF), Universitat Pompeu Fabra, Barcelona, Spain
| | - Alex Mas-Sandoval
- Departament de Ciències Experimentals i de la Salut, Institute of Evolutionary Biology (CSIC-UPF), Universitat Pompeu Fabra, Barcelona, Spain
- Department of Genetics, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Lara R Arauna
- Departament de Ciències Experimentals i de la Salut, Institute of Evolutionary Biology (CSIC-UPF), Universitat Pompeu Fabra, Barcelona, Spain
| | - Fábio R Torres
- Department of Medical Genetics and Genomic Medicine, University of Campinas-UNICAMP, and the Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, SP, Brazil
| | - Tânia K de Araujo
- Department of Medical Genetics and Genomic Medicine, University of Campinas-UNICAMP, and the Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, SP, Brazil
| | - Marilza L Santos
- Department of Medical Genetics and Genomic Medicine, University of Campinas-UNICAMP, and the Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, SP, Brazil
| | - Cristiane S Rocha
- Department of Medical Genetics and Genomic Medicine, University of Campinas-UNICAMP, and the Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, SP, Brazil
| | - Benilton S Carvalho
- Department of Statistics, Institute of Mathematics, Statistics and Scientific Computing, University of Campinas-UNICAMP, and the Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, SP, Brazil
| | - Fernando Cendes
- Department of Neurology, University of Campinas-UNICAMP, and the Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, SP, Brazil
| | - Iscia Lopes-Cendes
- Department of Medical Genetics and Genomic Medicine, University of Campinas-UNICAMP, and the Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, SP, Brazil.
| | - David Comas
- Departament de Ciències Experimentals i de la Salut, Institute of Evolutionary Biology (CSIC-UPF), Universitat Pompeu Fabra, Barcelona, Spain
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Grossman NL, Ortega VE, King TS, Bleecker ER, Ampleford EA, Bacharier LB, Cabana MD, Cardet JC, Carr TF, Castro M, Denlinger LC, Denson JL, Fandino N, Fitzpatrick AM, Hawkins GA, Holguin F, Krishnan JA, Lazarus SC, Nyenhuis SM, Phipatanakul W, Ramratnam SK, Wenzel S, Peters SP, Meyers DA, Wechsler ME, Israel E. Exacerbation-prone asthma in the context of race and ancestry in Asthma Clinical Research Network trials. J Allergy Clin Immunol 2019; 144:1524-1533. [PMID: 31520679 DOI: 10.1016/j.jaci.2019.08.033] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 07/27/2019] [Accepted: 08/16/2019] [Indexed: 01/07/2023]
Abstract
BACKGROUND Minority groups of African descent experience disproportionately greater asthma morbidity compared with other racial groups, suggesting that genetic variation from a common ancestry could influence exacerbation risk. OBJECTIVE We evaluated clinical trial measures in the context of self-reported race and genetic ancestry to identify risk factors for asthma exacerbations. METHODS One thousand eight hundred forty multiethnic subjects from 12 Asthma Clinical Research Network and AsthmaNet trials were analyzed for incident asthma exacerbations with Poisson regression models that included clinical measures, self-reported race (black, non-Hispanic white, and other), and estimates of global genetic African ancestry in a subgroup (n = 760). RESULTS Twenty-four percent of 1840 subjects self-identified as black. Black and white subjects had common risk factors for exacerbations, including a history of 2 or more exacerbations in the previous year and FEV1 percent predicted values, whereas chronic sinusitis, allergic rhinitis, and gastroesophageal reflux disease were only associated with increased exacerbation risk in black subjects. In the combined multiethnic cohort, neither race (P = .30) nor percentage of genetic African ancestry as a continuous variable associated with exacerbation risk (adjusted rate ratio [RR], 1.26 [95% CI, 0.94-1.70; P = .13]; RR per 1-SD change [32% ancestry], 0.97 [95% CI, 0.78-1.19; P = .74]). However, in 161 black subjects with genetic data, those with African ancestry greater than the median (≥82%) had a significantly greater risk of exacerbation (RR, 3.06 [95% CI, 1.09-8.6; P = .03]). CONCLUSION Black subjects have unique risk factors for asthma exacerbations, of which global African genetic ancestry had the strongest effect.
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Affiliation(s)
- Nicole L Grossman
- Department of Internal Medicine, Division of Pulmonary and Critical Care, Lahey Hospital and Medical Center, Burlington, Mass
| | - Victor E Ortega
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC.
| | - Tonya S King
- Department of Public Health Sciences, Pennsylvania State University School of Medicine, Hershey, Pa
| | - Eugene R Bleecker
- Department of Medicine, Division of Genetics, Genomics, and Precision Medicine, University of Arizona College of Medicine, Tucson, Ariz
| | | | - Leonard B Bacharier
- Department of Pediatrics, Division of Allergy, Immunology, and Pulmonary Medicine, Washington University School of Medicine, St Louis, Mo
| | - Michael D Cabana
- Department of Pediatrics, University of California San Francisco, San Francisco, Calif
| | - Juan C Cardet
- Deparment of Internal Medicine, Divison of Allergy and Immunology, Morsani College of Medicine, University of South Florida, Tampa, Fla
| | - Tara F Carr
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, University of Arizona, Tucson, AZ
| | - Mario Castro
- Department of Internal Medicine, Division of Pulmonary Diseases and Critical Care Medicine, University of Kansas, Kansas City, Kan
| | - Loren C Denlinger
- Department of Medicine, University of Wisconsin School of Medicine, Madison, Wis
| | - Joshua L Denson
- Department of Medicine, Division of Pulmonary, Critical Care, and Sleep Medicine, National Jewish Health, Denver, Colo
| | - Nicolas Fandino
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Mass
| | | | - Gregory A Hawkins
- Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC
| | - Fernando Holguin
- Department of Medicine, University of Colorado Anschutz Medical Campus, Denver, Colo
| | - Jerry A Krishnan
- Department of Medicine, University of Illinois Hospital & Health Sciences System, Chicago, Ill
| | - Stephen C Lazarus
- Department of Medicine, University of California San Francisco, San Francisco, Calif
| | - Sharmilee M Nyenhuis
- Department of Medicine, University of Illinois Hospital & Health Sciences System, Chicago, Ill
| | - Wanda Phipatanakul
- Division of Pediatric Allergy and Immunology, Boston Children's Hospital, Harvard Medical School, Boston, Mass
| | - Sima K Ramratnam
- Department of Pediatrics, University of Wisconsin School of Medicine, Madison, Wis
| | - Sally Wenzel
- Department of Environmental and Occupational Health, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pa
| | - Stephen P Peters
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Deborah A Meyers
- Department of Medicine, Division of Genetics, Genomics, and Precision Medicine, University of Arizona College of Medicine, Tucson, Ariz
| | - Michael E Wechsler
- Department of Medicine, Division of Pulmonary, Critical Care, and Sleep Medicine, National Jewish Health, Denver, Colo
| | - Elliot Israel
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Mass
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Analysis of dietary patterns and cross-sectional and longitudinal associations with hypertension, high BMI and type 2 diabetes in Peru. Public Health Nutr 2019; 23:1009-1019. [PMID: 31456536 DOI: 10.1017/s1368980019002313] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE To determine if specific dietary patterns are associated with risk of hypertension, type 2 diabetes mellitus (T2DM) and high BMI in four sites in Peru. DESIGN We analysed dietary patterns from a cohort of Peruvian adults in four geographical settings using latent class analysis. Associations with prevalence and incidence of hypertension, T2DM and high BMI were assessed using Poisson regression and generalised linear models, adjusted for potential confounders. SETTING Four sites in Peru varying in degree of urbanisation. PARTICIPANTS Adults aged ≥35 years (n 3280). RESULTS We identified four distinct dietary patterns corresponding to different stages of the Peruvian nutrition transition, reflected by the foods frequently consumed in each pattern. Participants consuming the 'stage 3' diet, characterised by high proportional consumption of processed foods, animal products and low consumption of vegetables, mostly consumed in the semi-urban setting, showed the highest prevalence of all health outcomes (hypertension 32·1 %; T2DM 10·7 %; high BMI 75·1 %). Those with a more traditional 'stage 1' diet characterised by potato and vegetables, mostly consumed in the rural setting, had lower prevalence of hypertension (prevalence ratio; 95 CI: 0·57; 0·43, 0·75), T2DM (0·36; 0·16, 0·86) and high BMI (0·55; 0·48, 0·63) compared with the 'stage 3' diet. Incidence of hypertension was highest among individuals consuming the 'stage 3' diet (63·75 per 1000 person-years; 95 % CI 52·40, 77·55). CONCLUSIONS The study found more traditional diets were associated with a lower prevalence of three common chronic diseases, while prevalence of these diseases was higher with a diet high in processed foods and low in vegetables.
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31
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Thrift AP, Liu Y, Tsavachidis S, White DL, El-Serag HB. Ancestry and Risk of Hepatic Fibrosis and Inflammation in Patients With HCV Infection. Clin Gastroenterol Hepatol 2019; 17:1912-1914. [PMID: 30342914 PMCID: PMC7050728 DOI: 10.1016/j.cgh.2018.10.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Revised: 10/02/2018] [Accepted: 10/15/2018] [Indexed: 02/07/2023]
Abstract
Worldwide, ∼184 million people have chronic hepatitis C virus (HCV) infection.1 Persistent racial disparities in outcomes are observed among HCV-infected patients. Hispanic patients with chronic HCV are more likely than non-Hispanic white (NHW) patients to develop advanced hepatic fibrosis and inflammation.2,3 Conversely, black patients with HCV infection are at lowest risk. The factors that contribute to this racial disparity are multifactorial, including lifestyle, genetics, and medical care. Limited data in other diseases suggest that genetic ancestry determined using ancestry-informative markers (AIMs) may help explain racial and ethnic differences in disease risk or severity.4 AIMs are sets of single-nucleotide polymorphisms (SNPs) that determine a person's ancestral continent of origin and the genetic ancestry proportions assigned to each individual serves as a proxy for his or her genetic ancestral background. We examined the risk of hepatic fibrosis and inflammation in HCV-infected patients according to both genetic ancestry and self-reported race/ethnicity.
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Affiliation(s)
- Aaron P. Thrift
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, Texas;,Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Yanhong Liu
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, Texas;,Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Spiridon Tsavachidis
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, Texas;,Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Donna L. White
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas;,Center for Innovations in Quality, Effectiveness and Safety Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas;,Center for Translational Research in Inflammatory Disease, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas
| | - Hashem B. El-Serag
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas;,Center for Innovations in Quality, Effectiveness and Safety Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas
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32
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Nuytemans K, Manrique CP, Uhlenberg A, Scott WK, Cuccaro ML, Luca CC, Singer C, Vance JM. Motivations for Participation in Parkinson Disease Genetic Research Among Hispanics versus Non-Hispanics. Front Genet 2019; 10:658. [PMID: 31379924 PMCID: PMC6646686 DOI: 10.3389/fgene.2019.00658] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Accepted: 06/21/2019] [Indexed: 11/13/2022] Open
Abstract
Involvement of participants from different racial and ethnic groups in genomic research is vital to reducing health disparities in the precision medicine era. Racial and ethnically diverse populations are underrepresented in current genomic research, creating bias in result interpretation. Limited information is available to support motivations or barriers of these groups to participate in genomic research for late-onset, neurodegenerative disorders. To evaluate willingness for research participation, we compared motivations for participation in genetic studies among 113 Parkinson disease (PD) patients and 49 caregivers visiting the Movement Disorders clinic at the University of Miami. Hispanics and non-Hispanics were equally motivated to participate in genetic research for PD. However, Hispanic patients were less likely to be influenced by the promise of scientific advancements (N = 0.01). This lack of scientific interest, but not other motivations, was found to be likely confounded by lower levels of obtained education (N = 0.001). Overall, these results suggest that underrepresentation of Hispanics in genetic research may be partly due to reduced invitations to these studies.
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Affiliation(s)
- Karen Nuytemans
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States.,Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Clara P Manrique
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Aaron Uhlenberg
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States
| | - William K Scott
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States.,Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Michael L Cuccaro
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States.,Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Corneliu C Luca
- Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Carlos Singer
- Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Jeffery M Vance
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States.,Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL, United States
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33
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Zhang F, Finkelstein J. Inconsistency in race and ethnic classification in pharmacogenetics studies and its potential clinical implications. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2019; 12:107-123. [PMID: 31308725 PMCID: PMC6612983 DOI: 10.2147/pgpm.s207449] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2019] [Accepted: 05/30/2019] [Indexed: 12/11/2022]
Abstract
Introduction Racial and ethnic categories are frequently used in pharmacogenetics literature to stratify patients; however, these categories can be inconsistent across different studies. To address the ongoing debate on the applicability of traditional concepts of race and ethnicity in the context of precision medicine, we aimed to review the application of current racial and ethnic categories in pharmacogenetics and its potential impact on clinical care. Methods One hundred and three total pharmacogenetics papers involving the CYP2C9, CYP2C19, and CYP2D6 genes were analyzed for their country of origin, racial, and ethnic categories used, and allele frequency data. Correspondence between the major continental racial categories promulgated by National Institutes of Health (NIH) and those reported by the pharmacogenetics papers was evaluated. Results The racial and ethnic categories used in the papers we analyzed were highly heterogeneous. In total, we found 66 different racial and ethnic categories used which fall under the NIH race category “White”, 47 different racial and ethnic categories for “Asian”, and 62 different categories for “Black”. The number of categories used varied widely based on country of origin: Japan used the highest number of different categories for “White” with 17, Malaysia used the highest number for “Asian” with 24, and the US used the highest number for “Black” with 28. Significant variation in allele frequency between different ethnic subgroups was identified within 3 major continental racial categories. Conclusion Our analysis showed that racial and ethnic classification is highly inconsistent across different papers as well as between different countries. Evidence-based consensus is necessary for optimal use of self-identified race as well as geographical ancestry in pharmacogenetics. Common taxonomy of geographical ancestry which reflects specifics of particular countries and is accepted by the entire scientific community can facilitate reproducible pharmacogenetic research and clinical implementation of its results.
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Affiliation(s)
- Frederick Zhang
- Center for Bioinformatics and Data Analytics, Columbia University Irving Medical Center, New York, NY, USA
| | - Joseph Finkelstein
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Delimitation of the upstream region of NFKBIA gene associated with HTLV-1-associated myelopathy/tropical spastic paraparesis using candidate Tag-SNPs in Peruvian HTLV-1 infected individuals. INFECTION GENETICS AND EVOLUTION 2019; 75:103929. [PMID: 31226330 DOI: 10.1016/j.meegid.2019.103929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 05/29/2019] [Accepted: 06/18/2019] [Indexed: 11/20/2022]
Abstract
In Peru, it is estimated that about 150 000-400 000 people carry the Human T-lymphotropic virus 1 (HTLV-1). Only 10% of HTLV-1 carries develop complications related to HTLV-1. HTLV-1-associated myelopathy/tropical spastic paraparesis (HAM/TSP) is a chronic disabling inflammatory disease affecting the spinal cord. HAM/TSP produces principally weakness in the lower limbs and bladder disturbances, among other complications. In a previous study, our group identified three SNPs (rs3138053, rs2233406, and rs3138045) located in the promoter region of the NFKBIA gene associated with HAM/TSP. This study aimed to analyze the association between four Tag-SNPs (rs10148482, rs17103274, rs17103282, and rs762009) located in the upstream region of the NFKBIA gene and HAM/TSP, and to delimit the linkage disequilibrium zone in the upstream region of the NFBKIA gene associated with HAM/TSP. The tetra-primers ARMS-PCR technique was used to genotype 4 Tag-SNPs on 140 HAM/TSP patients and 258 asymptomatic carriers. The SNP rs17103282 showed a deviation from Hardy-Weinberg equilibrium (p < .0001). Neither of three Tag-SNPs showed an association with HAM/TSP (P > .05). No linkage disequilibrium between four Tag-SNPs evaluated in this study and previous ones was observed. Here we show the region located in the upstream region of the NFKBIA gene highly associated with HAM/TSP disease in patients infected with HTLV-1 from Lima, Peru.
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Ramírez-Bello J, Jiménez-Morales S, Montufar-Robles I, Fragoso JM, Barbosa-Cobos RE, Saavedra MA, Sánchez-Muñoz F. BLK and BANK1 polymorphisms and interactions are associated in Mexican patients with systemic lupus erythematosus. Inflamm Res 2019; 68:705-713. [DOI: 10.1007/s00011-019-01253-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 05/21/2019] [Accepted: 05/24/2019] [Indexed: 12/30/2022] Open
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Association study in African-admixed populations across the Americas recapitulates asthma risk loci in non-African populations. Nat Commun 2019; 10:880. [PMID: 30787307 PMCID: PMC6382865 DOI: 10.1038/s41467-019-08469-7] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Accepted: 01/08/2019] [Indexed: 12/15/2022] Open
Abstract
Asthma is a complex disease with striking disparities across racial and ethnic groups. Despite its relatively high burden, representation of individuals of African ancestry in asthma genome-wide association studies (GWAS) has been inadequate, and true associations in these underrepresented minority groups have been inconclusive. We report the results of a genome-wide meta-analysis from the Consortium on Asthma among African Ancestry Populations (CAAPA; 7009 asthma cases, 7645 controls). We find strong evidence for association at four previously reported asthma loci whose discovery was driven largely by non-African populations, including the chromosome 17q12-q21 locus and the chr12q13 region, a novel (and not previously replicated) asthma locus recently identified by the Trans-National Asthma Genetic Consortium (TAGC). An additional seven loci reported by TAGC show marginal evidence for association in CAAPA. We also identify two novel loci (8p23 and 8q24) that may be specific to asthma risk in African ancestry populations.
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Investigating mitonuclear interactions in human admixed populations. Nat Ecol Evol 2019; 3:213-222. [PMID: 30643241 PMCID: PMC6925600 DOI: 10.1038/s41559-018-0766-1] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Accepted: 11/22/2018] [Indexed: 12/13/2022]
Abstract
To function properly, mitochondria utilize products of 37 mitochondrial and >1,000 nuclear genes, which should be compatible with each other. Discordance between mitochondrial and nuclear genetic ancestry could contribute to phenotypic variation in admixed populations. Here, we explored potential mitonuclear incompatibility in six admixed human populations from the Americas: African Americans, African Caribbeans, Colombians, Mexicans, Peruvians and Puerto Ricans. By comparing nuclear versus mitochondrial ancestry in these populations, we first show that mitochondrial DNA (mtDNA) copy number decreases with increasing discordance between nuclear and mtDNA ancestry. The direction of this effect is consistent across mtDNA haplogroups of different geographic origins. This observation indicates suboptimal regulation of mtDNA replication when its components are encoded by nuclear and mtDNA genes with different ancestry. Second, while most populations analysed exhibit no such trend, in African Americans and Puerto Ricans, we find a significant enrichment of ancestry at nuclear-encoded mitochondrial genes towards the source populations contributing the most prevalent mtDNA haplogroups (African and Native American, respectively). This possibly reflects compensatory effects of selection in recovering mitonuclear interactions optimized in the source populations. Our results provide evidence of mitonuclear interactions in human admixed populations and we discuss their implications for human health and disease.
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Zhao S, Shi CM, Ma L, Liu Q, Liu Y, Wu F, Chi L, Chen H. AIM-SNPtag: A computationally efficient approach for developing ancestry-informative SNP panels. Forensic Sci Int Genet 2019; 38:245-253. [DOI: 10.1016/j.fsigen.2018.10.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 10/03/2018] [Accepted: 10/23/2018] [Indexed: 01/13/2023]
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Suresh T, Sharma J, Goel S, Kovac E, Gao Q, Gartrell B. Patient Characteristics at Prostate Cancer Diagnosis in Different Races at an Academic Center Serving a Diverse Population. Clin Genitourin Cancer 2018; 17:139-144. [PMID: 30655076 DOI: 10.1016/j.clgc.2018.12.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Revised: 11/30/2018] [Accepted: 12/01/2018] [Indexed: 10/27/2022]
Abstract
BACKGROUND In the United States, the prostate cancer (PCa) incidence and death rate has been greater in non-Hispanic black (NHB) men than in non-Hispanic white (NHW) men and slightly lower in Hispanic men than in NHW men. We compared the sociodemographic and baseline prognostic factors at the diagnosis of PCa in different races/ethnicities at a large, academic center serving an ethnically diverse population. METHODS The Montefiore Medical Center Cancer Registry was used to generate a comprehensive list of all patients with PCa diagnosed from 2004 to 2014. The clinical Looking Glass (a proprietary searchable database of patient information) and individual patient medical record review were used to obtain data, including age at diagnosis, socioeconomic status (SES), clinical Gleason score, clinical stage, and prostate-specific antigen level at diagnosis. The patients were classified by self-identified race/ethnicity as Hispanic, NHB, NHW, or other. The χ2 test was used for categorical variables, and analysis of variance or the Kruskal-Wallis test was used for continuous variables. RESULTS We identified 2352 patients with newly diagnosed PCa during the study period, including 778 Hispanic, 1046 NHB, 486 NHW, and 42 other. The NHW men were significantly older at diagnosis (Hispanic, 63.2 years; NHB, 63.4 years; NHW, 67 years; other, 63.0 years; P < .0001). The mean SES for the Hispanic and NHB men was significantly lower (SES below average: Hispanic, 92.8%; NHB, 91.3%; NHW, 56.6%; other, 75%; P < .0001). The Gleason score at diagnosis differed among these race groups (Gleason score ≤6 PCa: Hispanic, 42.8%; NHB, 39.1%; NHW, 52.2%; other, 50%; Gleason score 8-10: Hispanic, 15.8%; NHB, 17.6%; NHW, 14.3%; other, 16.7%; P = .0005). The proportion of men with metastatic disease at diagnosis also differed significantly among the groups (Hispanic, 7.5%; NHB, 9.0%; NHW, 4.3%; other, 9.5%; P = .0139). Using pairwise comparisons, the odds ratio for a higher Gleason score at presentation between NHB and NHW was 1.592 (P < .001) and was 1.378 for Hispanic versus NHW (P = .0200). The pairwise comparison for metastatic disease at diagnosis showed an odds ratio of 2.186 for NHB versus NHW (P = .0087). After adjusting for SES, the odds ratio for a higher Gleason score comparing NHB and NHW was 1.55 (P = .001). Although the odds of metastatic disease were greater in Hispanic men than in NHW men (odds ratio, 1.784), the differences were not statistically significant (P = .1197). CONCLUSIONS At our center, the clinical features of men from different racial groups differed significantly at the time of newly diagnosed PCa. Differences included age at diagnosis, SES, Gleason score, and proportion with metastatic disease. Our pairwise comparisons between different ethnic groups suggested that PCa in Hispanic men might be more similar to that in NHB than to that in NHW patients and are generally more aggressive at diagnosis.
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Affiliation(s)
- Tejas Suresh
- Department of Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY.
| | - Janaki Sharma
- Department of Medical Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY
| | - Sanjay Goel
- Department of Medical Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY
| | - Evan Kovac
- Department of Urology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY
| | - Qi Gao
- Department of Epidemiology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY
| | - Benjamin Gartrell
- Department of Medical Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY
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Toma TT, Dawson JM, Adjeroh DA. Human ancestry indentification under resource constraints -- what can one chromosome tell us about human biogeographical ancestry? BMC Med Genomics 2018; 11:0. [PMID: 30453954 PMCID: PMC6245491 DOI: 10.1186/s12920-018-0412-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND While continental level ancestry is relatively simple using genomic information, distinguishing between individuals from closely associated sub-populations (e.g., from the same continent) is still a difficult challenge. METHODS We study the problem of predicting human biogeographical ancestry from genomic data under resource constraints. In particular, we focus on the case where the analysis is constrained to using single nucleotide polymorphisms (SNPs) from just one chromosome. We propose methods to construct such ancestry informative SNP panels using correlation-based and outlier-based methods. RESULTS We accessed the performance of the proposed SNP panels derived from just one chromosome, using data from the 1000 Genome Project, Phase 3. For continental-level ancestry classification, we achieved an overall classification rate of 96.75% using 206 single nucleotide polymorphisms (SNPs). For sub-population level ancestry prediction, we achieved an average pairwise binary classification rates as follows: subpopulations in Europe: 76.6% (58 SNPs); Africa: 87.02% (87 SNPs); East Asia: 73.30% (68 SNPs); South Asia: 81.14% (75 SNPs); America: 85.85% (68 SNPs). CONCLUSION Our results demonstrate that one single chromosome (in particular, Chromosome 1), if carefully analyzed, could hold enough information for accurate prediction of human biogeographical ancestry. This has significant implications in terms of the computational resources required for analysis of ancestry, and in the applications of such analyses, such as in studies of genetic diseases, forensics, and soft biometrics.
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Affiliation(s)
- Tanjin T Toma
- Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, USA
| | - Jeremy M Dawson
- Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, USA
| | - Donald A Adjeroh
- Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, USA.
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Chimusa ER, Defo J, Thami PK, Awany D, Mulisa DD, Allali I, Ghazal H, Moussa A, Mazandu GK. Dating admixture events is unsolved problem in multi-way admixed populations. Brief Bioinform 2018; 21:144-155. [PMID: 30462157 DOI: 10.1093/bib/bby112] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Revised: 10/12/2018] [Accepted: 10/15/2018] [Indexed: 12/12/2022] Open
Abstract
Advances in human sequencing technologies, coupled with statistical and computational tools, have fostered the development of methods for dating admixture events. These methods have merits and drawbacks in estimating admixture events in multi-way admixed populations. Here, we first provide a comprehensive review and comparison of current methods pertinent to dating admixture events. Second, we assess various admixture dating tools. We do so by performing various simulations. Third, we apply the top two assessed methods to real data of a uniquely admixed population from South Africa. Results reveal that current dating admixture models are not sufficiently equipped to estimate ancient admixtures events and to identify multi-faceted admixture events in complex multi-way admixed populations. We conclude with a discussion of research areas where further work on dating admixture-based methods is needed.
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Affiliation(s)
- Emile R Chimusa
- Division of Human Genetics, Department of Pathology, Institute of Infectious Disease and Molecular Medicine,Faculty of Health Sciences, University of Cape Town, Observatory, Cape Town, South Africa
| | - Joel Defo
- Division of Human Genetics, Department of Pathology, Institute of Infectious Disease and Molecular Medicine,Faculty of Health Sciences, University of Cape Town, Observatory, Cape Town, South Africa
| | - Prisca K Thami
- Division of Human Genetics, Department of Pathology, Institute of Infectious Disease and Molecular Medicine,Faculty of Health Sciences, University of Cape Town, Observatory, Cape Town, South Africa.,Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana.,Department of Biological Sciences, University of Botswana, Gaborone, Botswana
| | - Denis Awany
- Division of Human Genetics, Department of Pathology, Institute of Infectious Disease and Molecular Medicine,Faculty of Health Sciences, University of Cape Town, Observatory, Cape Town, South Africa
| | - Delesa D Mulisa
- Division of Human Genetics, Department of Pathology, Institute of Infectious Disease and Molecular Medicine,Faculty of Health Sciences, University of Cape Town, Observatory, Cape Town, South Africa
| | - Imane Allali
- Division of Computational Biology, Department of Biomedical Sciences, Institute of Infectious Disease and Molecular Medicine,Faculty of Health Sciences, University of Cape Town, Observatory, Cape Town, South Africa
| | | | - Ahmed Moussa
- Abdelmalek Essaadi University ENSA, Tangier, Morocco
| | - Gaston K Mazandu
- Division of Human Genetics, Department of Pathology, Institute of Infectious Disease and Molecular Medicine,Faculty of Health Sciences, University of Cape Town, Observatory, Cape Town, South Africa.,Division of Computational Biology, Department of Biomedical Sciences, Institute of Infectious Disease and Molecular Medicine,Faculty of Health Sciences, University of Cape Town, Observatory, Cape Town, South Africa.,African Institute for Mathematical Sciences (AIMS),Muizenberg, Cape Town, South Africa
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Gao X, Nannini DR, Corrao K, Torres M, Chen YDI, Fan BJ, Wiggs JL, Taylor KD, Gauderman WJ, Rotter JI, Varma R. Genome-wide association study identifies WNT7B as a novel locus for central corneal thickness in Latinos. Hum Mol Genet 2018; 25:5035-5045. [PMID: 28171582 DOI: 10.1093/hmg/ddw319] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 08/18/2016] [Accepted: 09/12/2016] [Indexed: 01/16/2023] Open
Abstract
The cornea is the outermost layer of the eye and is a vital component of focusing incoming light on the retina. Central corneal thickness (CCT) is now recognized to have a significant role in ocular health and is a risk factor for various ocular diseases, such as keratoconus and primary open angle glaucoma. Most previous genetic studies utilized European and Asian subjects to identify genetic loci associated with CCT. Minority populations, such as Latinos, may aid in identifying additional loci and improve our understanding of the genetic architecture of CCT. In this study, we conducted a genome-wide association study (GWAS) in Latinos, a traditionally understudied population in genetic research, to further identify loci contributing to CCT. Study participants were genotyped using either the Illumina OmniExpress BeadChip (∼730K markers) or the Illumina Hispanic/SOL BeadChip (∼2.5 million markers). All study participants were 40 years of age and older. We assessed the association between individual single nucleotide polymorphisms (SNPs) and CCT using linear regression, adjusting for age, gender and principal components of genetic ancestry. To expand genomic coverage and to interrogate additional SNPs, we imputed SNPs from the 1000 Genomes Project reference panels. We identified a novel SNP, rs10453441 (P = 6.01E-09), in an intron of WNT7B that is associated with CCT. Furthermore, WNT7B is expressed in the human cornea. We also replicated 11 previously reported loci, including IBTK, RXRA-COL5A1, COL5A1, FOXO1, LRRK1 and ZNF469 (P < 1.25E-3). These findings provide further insight into the genetic architecture of CCT and illustrate that the use of minority groups in GWAS will help identify additional loci.
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Affiliation(s)
- Xiaoyi Gao
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Chicago, IL, USA
| | - Drew R Nannini
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Chicago, IL, USA
| | - Kristen Corrao
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Chicago, IL, USA
| | - Mina Torres
- USC Roski Eye Institute, Department of Ophthalmology, University of Southern California, Los Angeles, CA, USA
| | - Yii-Der I Chen
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute and Department of Pediatrics and Medicine at Harbor-UCLA, Torrance, CA, USA
| | - Bao J Fan
- Department of Ophthalmology, Harvard Medical School, Massachusetts Eye and Ear Infirmary, Boston, MA 02114, USA
| | - Janey L Wiggs
- Department of Ophthalmology, Harvard Medical School, Massachusetts Eye and Ear Infirmary, Boston, MA 02114, USA
| | | | - Kent D Taylor
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute and Department of Pediatrics and Medicine at Harbor-UCLA, Torrance, CA, USA
| | - W James Gauderman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Jerome I Rotter
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute and Department of Pediatrics and Medicine at Harbor-UCLA, Torrance, CA, USA
| | - Rohit Varma
- USC Roski Eye Institute, Department of Ophthalmology, University of Southern California, Los Angeles, CA, USA
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Woods-Burnham L, Basu A, Cajigas-Du Ross CK, Love A, Yates C, De Leon M, Roy S, Casiano CA. The 22Rv1 prostate cancer cell line carries mixed genetic ancestry: Implications for prostate cancer health disparities research using pre-clinical models. Prostate 2017; 77:1601-1608. [PMID: 29030865 PMCID: PMC5687283 DOI: 10.1002/pros.23437] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Accepted: 09/13/2017] [Indexed: 01/12/2023]
Abstract
BACKGROUND Understanding how biological factors contribute to prostate cancer (PCa) health disparities requires mechanistic functional analysis of specific genes or pathways in pre-clinical cellular and animal models of this malignancy. The 22Rv1 human prostatic carcinoma cell line was originally derived from the parental CWR22R cell line. Although 22Rv1 has been well characterized and used in numerous mechanistic studies, no racial identifier has ever been disclosed for this cell line. In accordance with the need for racial diversity in cancer biospecimens and recent guidelines by the NIH on authentication of key biological resources, we sought to determine the ancestry of 22RV1 and authenticate previously reported racial identifications for four other PCa cell lines. METHODS We used 29 established Ancestry Informative Marker (AIM) single nucleotide polymorphisms (SNPs) to conduct DNA ancestry analysis and assign ancestral proportions to a panel of five PCa cell lines that included 22Rv1, PC3, DU145, MDA-PCa-2b, and RC-77T/E. RESULTS We found that 22Rv1 carries mixed genetic ancestry. The main ancestry proportions for this cell line were 0.41 West African (AFR) and 0.42 European (EUR). In addition, we verified the previously reported racial identifications for PC3 (0.73 EUR), DU145 (0.63 EUR), MDA-PCa-2b (0.73 AFR), and RC-77T/E (0.74 AFR) cell lines. CONCLUSIONS Considering the mortality disparities associated with PCa, which disproportionately affect African American men, there remains a burden on the scientific community to diversify the availability of biospecimens, including cell lines, for mechanistic studies on potential biological mediators of these disparities. This study is beneficial by identifying another PCa cell line that carries substantial AFR ancestry. This finding may also open the door to new perspectives on previously published studies using this cell line.
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Affiliation(s)
- Leanne Woods-Burnham
- Center for Health Disparities and Molecular Medicine, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA
| | - Anamika Basu
- Center for Health Disparities and Molecular Medicine, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA
| | - Christina K. Cajigas-Du Ross
- Center for Health Disparities and Molecular Medicine, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA
| | - Arthur Love
- Center for Health Disparities and Molecular Medicine, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA
| | - Clayton Yates
- Tuskegee University, Department of Biology and Center for Cancer Research, Tuskegee, AL
| | - Marino De Leon
- Center for Health Disparities and Molecular Medicine, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA
| | - Sourav Roy
- Department of Entomology and Institute for Integrative Genome Biology, University of California Riverside, Riverside, CA
| | - Carlos A. Casiano
- Center for Health Disparities and Molecular Medicine, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, CA
- Department of Medicine, Loma Linda University School of Medicine, Loma Linda, CA
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Belbin GM, Odgis J, Sorokin EP, Yee MC, Kohli S, Glicksberg BS, Gignoux CR, Wojcik GL, Van Vleck T, Jeff JM, Linderman M, Schurmann C, Ruderfer D, Cai X, Merkelson A, Justice AE, Young KL, Graff M, North KE, Peters U, James R, Hindorff L, Kornreich R, Edelmann L, Gottesman O, Stahl EE, Cho JH, Loos RJ, Bottinger EP, Nadkarni GN, Abul-Husn NS, Kenny EE. Genetic identification of a common collagen disease in puerto ricans via identity-by-descent mapping in a health system. eLife 2017; 6:25060. [PMID: 28895531 PMCID: PMC5595434 DOI: 10.7554/elife.25060] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Accepted: 08/09/2017] [Indexed: 11/16/2022] Open
Abstract
Achieving confidence in the causality of a disease locus is a complex task that often requires supporting data from both statistical genetics and clinical genomics. Here we describe a combined approach to identify and characterize a genetic disorder that leverages distantly related patients in a health system and population-scale mapping. We utilize genomic data to uncover components of distant pedigrees, in the absence of recorded pedigree information, in the multi-ethnic BioMe biobank in New York City. By linking to medical records, we discover a locus associated with both elevated genetic relatedness and extreme short stature. We link the gene, COL27A1, with a little-known genetic disease, previously thought to be rare and recessive. We demonstrate that disease manifests in both heterozygotes and homozygotes, indicating a common collagen disorder impacting up to 2% of individuals of Puerto Rican ancestry, leading to a better understanding of the continuum of complex and Mendelian disease. Diseases often run in families. These disease are frequently linked to changes in DNA that are passed down through generations. Close family members may share these disease-causing mutations; so may distant relatives who inherited the same mutation from a common ancestor long ago. Geneticists use a method called linkage mapping to trace a disease found in multiple members of a family over generations to genetic changes in a shared ancestor. This allows scientists to pinpoint the exact place in the genome the disease-causing mutation occurred. Using computer algorithms, scientists can apply the same technique to identify mutations that distant relatives inherited from a common ancestor. Belbin et al. used this computational technique to identify a mutation that may cause unusually short stature or bone and joint problems in up to 2% of people of Puerto Rican descent. In the experiments, the genomes of about 32,000 New Yorkers who have volunteered to participate in the BioMe Biobank and their health records were used to search for genetic changes linked to extremely short stature. The search revealed that people who inherited two copies of this mutation from their parents were likely to be extremely short or to have bone and joint problems. People who inherited one copy had an increased likelihood of joint or bone problems. This mutation affects a gene responsible for making a form of protein called collagen that is important for bone growth. The analysis suggests the mutation first arose in a Native American ancestor living in Puerto Rico around the time that European colonization began. The mutation had previously been linked to a disorder called Steel syndrome that was thought to be rare. Belbin et al. showed this condition is actually fairly common in people whose ancestors recently came from Puerto Rico, but may often go undiagnosed by their physicians. The experiments emphasize the importance of including diverse populations in genetic studies, as studies of people of predominantly European descent would likely have missed the link between this disease and mutation.
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Affiliation(s)
- Gillian Morven Belbin
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States.,Department of Genetics and Genomics, Icahn School of Medicine at Mount Sinai, New York, United States.,The Icahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Jacqueline Odgis
- Department of Genetics and Genomics, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Elena P Sorokin
- Department of Genetics, Stanford University School of Medicine, Stanford, United States
| | - Muh-Ching Yee
- Department of Plant Biology, Carnegie Institution for Science, Stanford, United States
| | - Sumita Kohli
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Benjamin S Glicksberg
- Department of Genetics and Genomics, Icahn School of Medicine at Mount Sinai, New York, United States.,The Icahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, United States.,Harris Center for Precision Wellness, Icahn School of Medicine at Mt Sinai, New York, United States
| | - Christopher R Gignoux
- Department of Genetics, Stanford University School of Medicine, Stanford, United States
| | - Genevieve L Wojcik
- Department of Genetics, Stanford University School of Medicine, Stanford, United States
| | - Tielman Van Vleck
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Janina M Jeff
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Michael Linderman
- Department of Genetics and Genomics, Icahn School of Medicine at Mount Sinai, New York, United States.,The Icahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Claudia Schurmann
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Douglas Ruderfer
- Broad Institute, Cambridge, United States.,Division of Psychiatric Genomics, Icahn School of Medicine at Mt Sinai, New York, United States.,Center for Statistical Genetics, Icahn School of Medicine at Mt Sinai, New York, United States
| | - Xiaoqiang Cai
- Department of Genetics and Genomics, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Amanda Merkelson
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Anne E Justice
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, United States
| | - Kristin L Young
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, United States
| | - Misa Graff
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, United States
| | - Kari E North
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, United States
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, United States.,Department of Epidemiology, University of Washington School of Public Health, Seattle, United States
| | - Regina James
- National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, United States
| | - Lucia Hindorff
- National Human Genome Research Institute, National Institutes of Health, Bethesda, United States
| | - Ruth Kornreich
- Department of Genetics and Genomics, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Lisa Edelmann
- Department of Genetics and Genomics, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Omri Gottesman
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Eli Ea Stahl
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States.,The Icahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, United States.,Harris Center for Precision Wellness, Icahn School of Medicine at Mt Sinai, New York, United States.,Broad Institute, Cambridge, United States
| | - Judy H Cho
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States.,Department of Genetics and Genomics, Icahn School of Medicine at Mount Sinai, New York, United States.,Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Ruth Jf Loos
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States.,The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Erwin P Bottinger
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Girish N Nadkarni
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Noura S Abul-Husn
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States.,Department of Genetics and Genomics, Icahn School of Medicine at Mount Sinai, New York, United States.,The Icahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Eimear E Kenny
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, United States.,Department of Genetics and Genomics, Icahn School of Medicine at Mount Sinai, New York, United States.,The Icahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, United States.,Center for Statistical Genetics, Icahn School of Medicine at Mt Sinai, New York, United States
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Family-based exome-wide association study of childhood acute lymphoblastic leukemia among Hispanics confirms role of ARID5B in susceptibility. PLoS One 2017; 12:e0180488. [PMID: 28817678 PMCID: PMC5560704 DOI: 10.1371/journal.pone.0180488] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Accepted: 06/15/2017] [Indexed: 12/30/2022] Open
Abstract
We conducted an exome-wide association study of childhood acute lymphoblastic leukemia (ALL) among Hispanics to confirm and identify novel variants associated with disease risk in this population. We used a case-parent trio study design; unlike more commonly used case-control studies, this study design is ideal for avoiding issues with population stratification bias among this at-risk ethnic group. Using 710 individuals from 323 Guatemalan and US Hispanic families, two inherited SNPs in ARID5B reached genome-wide level significance: rs10821936, RR = 2.31, 95% CI = 1.70–3.14, p = 1.7×10−8 and rs7089424, RR = 2.22, 95% CI = 1.64–3.01, p = 5.2×10−8. Similar results were observed when restricting our analyses to those with the B-ALL subtype: ARID5B rs10821936 RR = 2.22, 95% CI = 1.63–3.02, p = 9.63×10−8 and ARID5B rs7089424 RR = 2.13, 95% CI = 1.57–2.88, p = 2.81×10−7. Notably, effect sizes observed for rs7089424 and rs10821936 in our study were >20% higher than those reported among non-Hispanic white populations in previous genetic association studies. Our results confirmed the role of ARID5B in childhood ALL susceptibility among Hispanics; however, our assessment did not reveal any strong novel inherited genetic risks for acute lymphoblastic leukemia among this ethnic group.
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Distribution of KIR genes and KIR2DS4 gene variants in two Mexican Mestizo populations. Hum Immunol 2017; 78:614-620. [PMID: 28734803 DOI: 10.1016/j.humimm.2017.07.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Revised: 07/15/2017] [Accepted: 07/16/2017] [Indexed: 12/24/2022]
Abstract
Killer immunoglobulin-like receptors (KIR) are transmembrane proteins that regulate NK and T cell subsets by recognizing HLA-I molecules as ligands. The KIR gene family consists of 16 genes, located at chromosome 19q13.4. KIR gene frequencies vary among populations. In Mexico, HLA and genetic ancestry studies show that Mestizo populations have different genetic backgrounds based on admixture with European, African, and Asian ancestry. This study aimed to evaluate the frequencies of KIR genes and genotypes in Guerrero and Jalisco, two Mexican Mestizo populations located in the south and the west of the country, respectively, and to compare these frequencies with those of other populations. KIR genotyping was performed by SSP-PCR. We observed that KIR gene frequencies were similar in both populations. There were 24 genotypes observed in Guerrero, 38 genotypes observed in Jalisco, 15 genotypes shared in both populations and 32 genotypes unique to one population or the other. In 10 individuals, nine novel genotypes were identified. KIR2DS4 gene variants showed significant differences: The KIR2DS4full gene was more common in Guerrero (p<0.0001), and the KIR2DS4del variant was more common in Jalisco (p<0.05). Differences in KIR2DS4 gene variants and genotypic profiles could be influenced by the genetic admixture in both regions.
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Lazo-Porras M, Bernabe-Ortiz A, Quispe R, Málaga G, Smeeth L, Gilman RH, Checkley W, Miranda JJ. Urbanization, mainly rurality, but not altitude is associated with dyslipidemia profiles. J Clin Lipidol 2017; 11:1212-1222.e4. [PMID: 28780399 PMCID: PMC5624786 DOI: 10.1016/j.jacl.2017.06.016] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 06/07/2017] [Accepted: 06/26/2017] [Indexed: 11/29/2022]
Abstract
Background Geographical and environmental features such as urbanization and altitude may influence individual's lipid profiles because of the diversity of human-environment interactions including lifestyles. Objective To characterize the association between altitude and urbanization and lipid profile among Peruvian adults aged ≥35 years. Methods Cross-sectional analysis of the CRONICAS Cohort Study. The outcomes of interest were 6 dyslipidemia traits: hypertriglyceridemia, high low-density lipoprotein cholesterol, low high-density lipoprotein cholesterol (HDL-c), nonisolated low HDL-c, isolated low HDL-c, and high non-HDL-c. The exposures of interest were urbanization level (highly urban, urban, semi-urban, and rural) and altitude (high altitude vs sea level). Prevalence ratios (PRs) and 95% confidence intervals (95% CIs) were calculated using Poisson regression models with robust variance adjusting for potential confounders. Results Data from 3037 individuals, 48.5% males, mean age of 55.6 (standard deviation ±12.7) years, were analyzed. The most common dyslipidemia pattern was high non-HDL-c with a prevalence of 88.0% (95% CI: 84.9%–90.7%) in the rural area and 96.0% (95% CI: 94.5%–97.1%) in the semi-urban area. Relative to the highly urban area, living in rural areas was associated with a lower prevalence of hypertriglyceridemia (PR = 0.75; 95% CI: 0.56–0.99) and high non-HDL-c (PR = 0.96; 95% CI: 0.93–0.99), whereas living in semi-urban areas was associated with higher prevalence high low-density lipoprotein cholesterol (PR = 1.37; 95% CI: 1.11–1.67). Compared with sea level areas, high-altitude areas had lower prevalence of high non-HDL-c (PR = 0.97; 95% CI: 0.95–0.99). Conclusion Urbanization but not altitude was associated to several dyslipidemia traits, with the exception of high non-HDL-c in high altitude settings. Levels of urbanization but not altitude were associated with dyslipidemia traits. People in rural in comparison to urban areas had lower prevalence of dyslipidemia. Population from semi-urban areas showed high prevalence of some dyslipidemia traits.
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Affiliation(s)
- Maria Lazo-Porras
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru; CONEVID Unidad de Conocimiento y Evidencia, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Antonio Bernabe-Ortiz
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru; Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Renato Quispe
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - German Málaga
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru; CONEVID Unidad de Conocimiento y Evidencia, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Liam Smeeth
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Robert H Gilman
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA; Área de Investigación y Desarrollo, Asociación Benéfica PRISMA, Lima, Peru
| | - William Checkley
- Division of Pulmonary and Critical Care, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - J Jaime Miranda
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru; Department of Medicine, School of Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru.
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Cahua-Pablo JÁ, Cruz M, Tello-Almaguer PV, Del Alarcón-Romero LC, Parra EJ, Villerías-Salinas S, Valladares-Salgado A, Tello-Flores VA, Méndez-Palacios A, Pérez-Macedonio CP, Flores-Alfaro E. Analysis of admixture proportions in seven geographical regions of the state of Guerrero, Mexico. Am J Hum Biol 2017; 29. [PMID: 28675593 PMCID: PMC5697696 DOI: 10.1002/ajhb.23032] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2016] [Revised: 05/24/2017] [Accepted: 06/10/2017] [Indexed: 12/18/2022] Open
Abstract
OBJECTIVE Mexico's current population structure has been defined by admixture between European, Native American, and to some extent African, groups that started in the sixteenth century. The aim of this research was to analyze the relative contributions of these continental population groups to the seven regions of the state of Guerrero, Mexico. METHODS A total of 104 ancestry informative markers were analyzed in 480 unrelated women from the seven regions of the state of Guerrero. The individual ancestry proportions were estimated using the software ADMIXMAP v3.2. RESULTS The relative Native American, European and African ancestral contributions to the whole sample were estimated to be 69%, 27%, and 1.9%, respectively. We observed significant differences in admixture proportions across the regions. The highest average Native American ancestry was found in the Montaña region and the lowest in Costa Grande. Conversely, the highest European contribution was observed in Costa Grande. The highest African contributions were observed in the regions of Costa Chica and Costa Grande. CONCLUSIONS The genetic structure of the population of Guerrero reflects quite well the historical processes that have occurred in this state. Native American population settlements were mainly in the regions of Montaña, Norte, and Centro, where the highest indigenous genetic contribution is observed today. European settlers came from the center of the state to regions with significant agricultural and mining activities. The highest African contributions are observed in coastal regions, in agreement with historical evidence about slave trade routes in the Americas.
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Affiliation(s)
- José Ángel Cahua-Pablo
- Universidad Autónoma de Guerrero, Facultad de Ciencias Químico Biológicas, Laboratorio de Investigación en Epidemiología Clínica y Molecular, Chilpancingo, Guerrero, 39089, México
| | - Miguel Cruz
- Instituto Mexicano del Seguro Social, Centro Médico Nacional Siglo XXI, Hospital de Especialidades "Bernardo Sepúlveda", Unidad de Investigación Médica en Bioquímica, Ciudad de México, 06725, México
| | - Pedro Vidal Tello-Almaguer
- Universidad Autónoma de Guerrero, Centro de Investigación y Posgrado en Estudios Socioterritoriales, Chilpancingo, Guerrero, 39020, México
| | - Luz Carmen Del Alarcón-Romero
- Universidad Autónoma de Guerrero, Facultad de Ciencias Químico Biológicas, Laboratorio de Investigación en Epidemiología Clínica y Molecular, Chilpancingo, Guerrero, 39089, México
| | - Esteban Juan Parra
- Department of Anthropology, University of Toronto Mississauga, Mississauga, Ontario, 3359, Canada
| | - Salvador Villerías-Salinas
- Universidad Autónoma de Guerrero, Centro de Investigación y Posgrado en Estudios Socioterritoriales, Chilpancingo, Guerrero, 39020, México
| | - Adán Valladares-Salgado
- Instituto Mexicano del Seguro Social, Centro Médico Nacional Siglo XXI, Hospital de Especialidades "Bernardo Sepúlveda", Unidad de Investigación Médica en Bioquímica, Ciudad de México, 06725, México
| | - Vianet Argelia Tello-Flores
- Universidad Autónoma de Guerrero, Facultad de Ciencias Químico Biológicas, Laboratorio de Investigación en Epidemiología Clínica y Molecular, Chilpancingo, Guerrero, 39089, México
| | - Abigail Méndez-Palacios
- Universidad Autónoma de Guerrero, Facultad de Ciencias Químico Biológicas, Laboratorio de Investigación en Epidemiología Clínica y Molecular, Chilpancingo, Guerrero, 39089, México
| | - Claudia Paola Pérez-Macedonio
- Universidad Autónoma de Guerrero, Facultad de Ciencias Químico Biológicas, Laboratorio de Investigación en Epidemiología Clínica y Molecular, Chilpancingo, Guerrero, 39089, México
| | - Eugenia Flores-Alfaro
- Universidad Autónoma de Guerrero, Facultad de Ciencias Químico Biológicas, Laboratorio de Investigación en Epidemiología Clínica y Molecular, Chilpancingo, Guerrero, 39089, México
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Amezcua L. MS in self-identified Hispanic/Latino individuals living in the US. Mult Scler J Exp Transl Clin 2017; 3:2055217317725103. [PMID: 28979795 PMCID: PMC5617095 DOI: 10.1177/2055217317725103] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2017] [Accepted: 07/07/2017] [Indexed: 12/26/2022] Open
Abstract
Self-identified Hispanic/Latino individuals living with multiple sclerosis (MS) in the continental United States (US) are a diverse group that represents different cultural and ancestral backgrounds. A marked variability in the way MS affects various subgroups of Hispanics in the US has been observed. We reviewed and synthesized available data about MS in Hispanics in the US. There are likely a host of multifactorial elements contributing to these observations that could be explained by genetic, environmental, and social underpinnings. Barriers to adequate MS care in Hispanics are likely to include delivery of culturally competent care and social and economic disadvantages. Considerable efforts, including the formation of a national consortium known as the Alliance for Research in Hispanic Multiple Sclerosis (ARHMS), are underway to help further explore these various factors.
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Affiliation(s)
- Lilyana Amezcua
- Department of Neurology, University of Southern California, Keck School of Medicine, USA
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50
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Nannini DR, Torres M, Chen YDI, Taylor KD, Rotter JI, Varma R, Gao X. A Genome-Wide Association Study of Vertical Cup-Disc Ratio in a Latino Population. Invest Ophthalmol Vis Sci 2017; 58:87-95. [PMID: 28061514 PMCID: PMC5231910 DOI: 10.1167/iovs.16-19891] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Purpose Vertical cup-disc ratio (VCDR) is used as a clinical assessment measure to identify and monitor glaucomatous damage to the optic nerve. Previous genetic studies conducted in European and Asian populations have identified many loci associated with VCDR. The genetic factors in other ethnic populations, such as Latino, influencing VCDR remain to be determined. Here, we describe the first genome-wide association study (GWAS) on VCDR in Latino individuals. Methods We conducted this GWAS on VCDR using 4537 Latino individuals who were genotyped by using either the Illumina OmniExpress BeadChip (∼730K markers) or the Illumina Hispanic/SOL BeadChip (∼2.5 million markers). Study subjects were 40 years of age and older. Linear regression, adjusting for age, sex, and principal components of genetic ancestry, was conducted to assess the associations between single nucleotide polymorphisms (SNPs) and VCDR. We imputed SNPs from the 1000 Genomes Project to integrate additional SNPs not directly genotyped. Results We replicated two previously reported SNPs that reached GWAS significance, rs1900005 and rs7916697, in the ATOH7-PBLD region, as well as identified two suggestive associations in the CDC7-TGFBR3 region on chromosome 1p22.1 and in the ZNF770-DPH6 region on chromosome 15q14. We discovered a novel SNP, rs56238729 (P = 1.22 × 10−13), in the ATOH7-PBLD region that is significantly associated with VCDR in Latino individuals. We replicated eight previously reported regions, including COL8A1, CDKN2B-CDKN2BAS, BMP2, and CHEK2 (P < 2.17 × 10−3). Conclusions Our results discovered a novel SNP that is significantly associated with VCDR in Latino individuals and confirmed previously reported loci, providing further insight into the genetic architecture of VCDR.
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Affiliation(s)
- Drew R Nannini
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Chicago, Illinois, United States
| | - Mina Torres
- USC Roski Eye Institute, Department of Ophthalmology, University of Southern California, Los Angeles, California, United States
| | - Yii-Der I Chen
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute and Department of Pediatrics and Medicine at Harbor-UCLA, Torrance, California, United States
| | - Kent D Taylor
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute and Department of Pediatrics and Medicine at Harbor-UCLA, Torrance, California, United States
| | - Jerome I Rotter
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute and Department of Pediatrics and Medicine at Harbor-UCLA, Torrance, California, United States
| | - Rohit Varma
- USC Roski Eye Institute, Department of Ophthalmology, University of Southern California, Los Angeles, California, United States
| | - Xiaoyi Gao
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Chicago, Illinois, United States
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