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de Rojas I, Hernández I, Montrreal L, Quintela I, Calero M, Royo JL, Huerto Vilas R, González-Pérez A, Franco-Macías E, Macías J, Menéndez-González M, Frank-García A, Diez-Fairen M, Lage C, García-Madrona S, Aguilera N, García-González P, Puerta R, Sotolongo-Grau O, Alonso-Lana S, Rábano A, Arias Pastor A, Pastor AB, Corma-Gómez A, Martín Montes A, Martínez Rodríguez C, Buiza-Rueda D, Periñán MT, Rodriguez-Rodriguez E, Alvarez I, Rosas Allende I, Pineda JA, Bernal Sánchez-Arjona M, Fernández-Fuertes M, Mendoza S, del Ser T, Garcia-Ribas G, Sánchez-Juan P, Pastor P, Bullido MJ, Álvarez V, Real LM, Mir P, Piñol-Ripoll G, García-Alberca JM, Medina M, Orellana A, Butler CR, Marquié M, Sáez ME, Carracedo Á, Tárraga L, Boada M, Ruiz A. Genomic Characterization of Host Factors Related to SARS-CoV-2 Infection in People with Dementia and Control Populations: The GR@ACE/DEGESCO Study. J Pers Med 2021; 11:1318. [PMID: 34945790 PMCID: PMC8708271 DOI: 10.3390/jpm11121318] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 12/02/2021] [Accepted: 12/04/2021] [Indexed: 01/01/2023] Open
Abstract
Emerging studies have suggested several chromosomal regions as potential host genetic factors involved in the susceptibility to SARS-CoV-2 infection and disease outcome. We nested a COVID-19 genome-wide association study using the GR@ACE/DEGESCO study, searching for susceptibility factors associated with COVID-19 disease. To this end, we compared 221 COVID-19 confirmed cases with 17,035 individuals in whom the COVID-19 disease status was unknown. Then, we performed a meta-analysis with the publicly available data from the COVID-19 Host Genetics Initiative. Because the APOE locus has been suggested as a potential modifier of COVID-19 disease, we added sensitivity analyses stratifying by dementia status or by disease severity. We confirmed the existence of the 3p21.31 region (LZTFL1, SLC6A20) implicated in the susceptibility to SARS-CoV-2 infection and TYK2 gene might be involved in COVID-19 severity. Nevertheless, no statistically significant association was observed in the COVID-19 fatal outcome or in the stratified analyses (dementia-only and non-dementia strata) for the APOE locus not supporting its involvement in SARS-CoV-2 pathobiology or COVID-19 prognosis.
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Affiliation(s)
- Itziar de Rojas
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
| | - Isabel Hernández
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
| | - Laura Montrreal
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
| | - Inés Quintela
- Grupo de Medicina Xenómica, Centro Nacional de Genotipado (CEGEN-PRB3-ISCIII), Universidade de Santiago de Compostela, 15705 Santiago de Compostela, Spain; (I.Q.); (Á.C.)
| | - Miguel Calero
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
- UFIEC, Instituto de Salud Carlos III, 28220 Madrid, Spain
- CIEN Foundation/Queen Sofia Foundation Alzheimer Center, 28220 Madrid, Spain;
| | - Jose Luís Royo
- Depatamento de Especialidades Quirúrgicas, Bioquímica e Inmunología, Facultad de Medicina, Universidad de Málaga, 29016 Málaga, Spain;
| | - Raquel Huerto Vilas
- Unitat Trastorns Cognitius, Hospital Universitari Santa Maria de Lleida, 25198 Lleida, Spain; (R.H.V.); (A.A.P.); (G.P.-R.)
- Institut de Recerca Biomedica de Lleida (IRBLLeida), 25198 Lleida, Spain
| | - Antonio González-Pérez
- CAEBI, Centro Andaluz de Estudios Bioinformáticos, 41013 Sevilla, Spain; (A.G.-P.); (M.E.S.)
| | - Emilio Franco-Macías
- Unidad de Demencias, Servicio de Neurología y Neurofisiología, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, 41013 Sevilla, Spain; (E.F.-M.); (M.B.S.-A.)
| | - Juan Macías
- Unidad Clínica de Enfermedades Infecciosas y Microbiología, Hospital Universitario de Valme, 41013 Sevilla, Spain; (J.M.); (A.C.-G.); (J.A.P.); (M.F.-F.); (L.M.R.)
| | - Manuel Menéndez-González
- Servicio de Neurología, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain;
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Asturias, Spain; (C.M.R.); (I.R.A.); (V.Á.)
- Departamento de Medicina, Universidad de Oviedo, 33011 Oviedo, Spain
| | - Ana Frank-García
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
- Department of Neurology, University Hospital La Paz-Universidad Autónoma-Madrid, 28046 Madrid, Spain
- University Hospital La Paz Research Institute (IdiPaz), 28029 Madrid, Spain
| | - Mónica Diez-Fairen
- Fundació Docència i Recerca MútuaTerrassa, 08221 Terrassa, Spain; (M.D.-F.); (I.A.); (P.P.)
- Memory Disorders Unit, Department of Neurology, Hospital Universitari Mutua de Terrassa, 08221 Terrassa, Spain
| | - Carmen Lage
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
- Neurology Service, Marqués de Valdecilla University Hospital (University of Cantabria and IDIVAL), 39008 Santander, Spain
| | | | - Nuria Aguilera
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
| | - Pablo García-González
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
| | - Raquel Puerta
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
| | - Oscar Sotolongo-Grau
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
| | - Silvia Alonso-Lana
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
| | - Alberto Rábano
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
- CIEN Foundation/Queen Sofia Foundation Alzheimer Center, 28220 Madrid, Spain;
- Banco de Tejidos de la Fundación CIEN, 28034 Madrid, Spain
| | - Alfonso Arias Pastor
- Unitat Trastorns Cognitius, Hospital Universitari Santa Maria de Lleida, 25198 Lleida, Spain; (R.H.V.); (A.A.P.); (G.P.-R.)
- Institut de Recerca Biomedica de Lleida (IRBLLeida), 25198 Lleida, Spain
| | - Ana Belén Pastor
- CIEN Foundation/Queen Sofia Foundation Alzheimer Center, 28220 Madrid, Spain;
- Banco de Tejidos de la Fundación CIEN, 28034 Madrid, Spain
| | - Anaïs Corma-Gómez
- Unidad Clínica de Enfermedades Infecciosas y Microbiología, Hospital Universitario de Valme, 41013 Sevilla, Spain; (J.M.); (A.C.-G.); (J.A.P.); (M.F.-F.); (L.M.R.)
| | - Angel Martín Montes
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
- Department of Neurology, University Hospital La Paz-Universidad Autónoma-Madrid, 28046 Madrid, Spain
- University Hospital La Paz Research Institute (IdiPaz), 28029 Madrid, Spain
| | - Carmen Martínez Rodríguez
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Asturias, Spain; (C.M.R.); (I.R.A.); (V.Á.)
- Hospital de Cabueñes, 33394 Gijón, Spain
| | - Dolores Buiza-Rueda
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
- Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, 41013 Sevilla, Spain
| | - Maria Teresa Periñán
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
- Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, 41013 Sevilla, Spain
| | - Eloy Rodriguez-Rodriguez
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
- Neurology Service, Marqués de Valdecilla University Hospital (University of Cantabria and IDIVAL), 39008 Santander, Spain
| | - Ignacio Alvarez
- Fundació Docència i Recerca MútuaTerrassa, 08221 Terrassa, Spain; (M.D.-F.); (I.A.); (P.P.)
- Memory Disorders Unit, Department of Neurology, Hospital Universitari Mutua de Terrassa, 08221 Terrassa, Spain
| | - Irene Rosas Allende
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Asturias, Spain; (C.M.R.); (I.R.A.); (V.Á.)
- Laboratorio de Genética, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain
| | - Juan A. Pineda
- Unidad Clínica de Enfermedades Infecciosas y Microbiología, Hospital Universitario de Valme, 41013 Sevilla, Spain; (J.M.); (A.C.-G.); (J.A.P.); (M.F.-F.); (L.M.R.)
| | - María Bernal Sánchez-Arjona
- Unidad de Demencias, Servicio de Neurología y Neurofisiología, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, 41013 Sevilla, Spain; (E.F.-M.); (M.B.S.-A.)
| | - Marta Fernández-Fuertes
- Unidad Clínica de Enfermedades Infecciosas y Microbiología, Hospital Universitario de Valme, 41013 Sevilla, Spain; (J.M.); (A.C.-G.); (J.A.P.); (M.F.-F.); (L.M.R.)
| | - Silvia Mendoza
- Alzheimer Research Center & Memory Clinic, Andalusian Institute for Neuroscience, 29012 Málaga, Spain;
| | - Teodoro del Ser
- Department of Neurology/CIEN Foundation/Queen Sofia Foundation Alzheimer Center, 28220 Madrid, Spain;
| | | | | | - Pascual Sánchez-Juan
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
- Neurology Service, Marqués de Valdecilla University Hospital (University of Cantabria and IDIVAL), 39008 Santander, Spain
| | - Pau Pastor
- Fundació Docència i Recerca MútuaTerrassa, 08221 Terrassa, Spain; (M.D.-F.); (I.A.); (P.P.)
- Memory Disorders Unit, Department of Neurology, Hospital Universitari Mutua de Terrassa, 08221 Terrassa, Spain
| | - María J. Bullido
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
- Centro de Biología Molecular Severo Ochoa (UAM-CSIC), 28049 Madrid, Spain
- Instituto de Investigacion Sanitaria ‘Hospital la Paz’ (IdIPaz), 28029 Madrid, Spain
- Universidad Autónoma de Madrid, 28049 Madrid, Spain
| | - Victoria Álvarez
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Asturias, Spain; (C.M.R.); (I.R.A.); (V.Á.)
- Laboratorio de Genética, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain
| | - Luis M. Real
- Unidad Clínica de Enfermedades Infecciosas y Microbiología, Hospital Universitario de Valme, 41013 Sevilla, Spain; (J.M.); (A.C.-G.); (J.A.P.); (M.F.-F.); (L.M.R.)
| | - Pablo Mir
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
- Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, 41013 Sevilla, Spain
| | - Gerard Piñol-Ripoll
- Unitat Trastorns Cognitius, Hospital Universitari Santa Maria de Lleida, 25198 Lleida, Spain; (R.H.V.); (A.A.P.); (G.P.-R.)
- Institut de Recerca Biomedica de Lleida (IRBLLeida), 25198 Lleida, Spain
| | - Jose María García-Alberca
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
- Alzheimer Research Center & Memory Clinic, Andalusian Institute for Neuroscience, 29012 Málaga, Spain;
| | - Miguel Medina
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
- CIEN Foundation/Queen Sofia Foundation Alzheimer Center, 28220 Madrid, Spain;
| | - Adelina Orellana
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
| | - Chris R. Butler
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
- Department of Brain Sciences, Imperial College, London SW7 2BX, UK
- Department of Neurology, Pontificia Universidad Católica, Santiago 340, Chile
| | - Marta Marquié
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
| | - María Eugenia Sáez
- CAEBI, Centro Andaluz de Estudios Bioinformáticos, 41013 Sevilla, Spain; (A.G.-P.); (M.E.S.)
| | - Ángel Carracedo
- Grupo de Medicina Xenómica, Centro Nacional de Genotipado (CEGEN-PRB3-ISCIII), Universidade de Santiago de Compostela, 15705 Santiago de Compostela, Spain; (I.Q.); (Á.C.)
- Fundación Pública Galega de Medicina Xenómica-CIBERER-IDIS, 15705 Santiago de Compostela, Spain
| | - Lluís Tárraga
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
| | - Mercè Boada
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
| | - Agustín Ruiz
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (I.H.); (L.M.); (N.A.); (P.G.-G.); (R.P.); (O.S.-G.); (S.A.-L.); (A.O.); (C.R.B.); (M.M.); (L.T.); (M.B.)
- CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, 28220 Madrid, Spain; (M.C.); (A.F.-G.); (C.L.); (A.R.); (A.M.M.); (D.B.-R.); (M.T.P.); (E.R.-R.); (P.S.-J.); (M.J.B.); (P.M.); (J.M.G.-A.); (M.M.)
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Bie L, Zhao G, McClland M, Ju Y, Li PY, Zhou DJ, Jin Z, Bie L, Jenkins RB, Xiao Y, Sicotte H, Decker PA, Kollmeyer TM, Hansen HM, Kosel ML, Zheng S, Walsh KM, Rice T, Bracci P, Smirnov I, Patoka JF, Hsuang G, Wiemels JL, Tehan T, Pico AR, Prados MD, Berger MS, Caron AA, Fink SR, Halder C, Rynearson AL, Fridley BL, O'Neill BP, Giannini C, Lachance DH, Wienke JK, Eckel-Passow JE, Wrensch MR, Aref D, Perry A, Taylor M, Eberhardt C, Olson J, Moffatt C, Croul S, Maurice C, Belanger K, Berthelet F, Weng X, Amirian ES, Liu Y, Okada H, Sarkar SN, Bondy ML, Scheurer ME, Verhaak R, Liu Y, Amirian ES, Okada H, Sarkar S, Scheurer M, Bondy M, Liu Y, Melin B, Wang Z, Rajaraman P, Chanock S, Bondy M, Consortium G, Smith A, Accomando WP, Houseman EA, Marsit CJ, Weincke JK, Kelsey KT. LAB-MOLECULAR EPIDEMIOLOGY. Neuro Oncol 2012. [DOI: 10.1093/neuonc/nos225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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