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Sepulveda‐Falla D, Vélez JI, Acosta‐Baena N, Baena A, Moreno S, Krasemann S, Lopera F, Mastronardi CA, Arcos‐Burgos M. Genetic modifiers of cognitive decline in PSEN1 E280A Alzheimer's disease. Alzheimers Dement 2024; 20:2873-2885. [PMID: 38450831 PMCID: PMC11032577 DOI: 10.1002/alz.13754] [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: 03/28/2023] [Revised: 01/22/2024] [Accepted: 01/29/2024] [Indexed: 03/08/2024]
Abstract
INTRODUCTION Rate of cognitive decline (RCD) in Alzheimer's disease (AD) determines the degree of impairment for patients and of burden for caretakers. We studied the association of RCD with genetic variants in AD. METHODS RCD was evaluated in 62 familial AD (FAD) and 53 sporadic AD (SAD) cases, and analyzed by whole-exome sequencing for association with common exonic functional variants. Findings were validated in post mortem brain tissue. RESULTS One hundred seventy-two gene variants in FAD, and 227 gene variants in SAD associated with RCD. In FAD, performance decline of the immediate recall of the Rey-Osterrieth figure test associated with 122 genetic variants. Olfactory receptor OR51B6 showed the highest number of associated variants. Its expression was detected in temporal cortex neurons. DISCUSSION Impaired olfactory function has been associated with cognitive impairment in AD. Genetic variants in these or other genes could help to identify risk of faster memory decline in FAD and SAD patients.
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Affiliation(s)
- Diego Sepulveda‐Falla
- Institute of NeuropathologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
- Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
| | - Jorge I. Vélez
- Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
- Universidad del NorteBarranquillaColombia
| | | | - Ana Baena
- Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
| | - Sonia Moreno
- Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
| | - Susanne Krasemann
- Institute of NeuropathologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Francisco Lopera
- Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
| | - Claudio A. Mastronardi
- Genomics and Predictive Medicine GroupDepartment of Genome SciencesJohn Curtin School of Medical ResearchThe Australian National UniversityCanberraAustralia
- INPAC Research Group, Fundación Universitaria SanitasBogotáColombia
| | - Mauricio Arcos‐Burgos
- Grupo de Investigación en Psiquiatría (GIPSI)Departamento de PsiquiatríaFacultad de MedicinaInstituto de Investigaciones MédicasUniversidad de AntioquiaMedellínColombia
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Souza INDO, Roychaudhuri R, de Belleroche J, Mothet JP. d-Amino acids: new clinical pathways for brain diseases. Trends Mol Med 2023; 29:1014-1028. [PMID: 37770379 DOI: 10.1016/j.molmed.2023.09.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 09/01/2023] [Accepted: 09/05/2023] [Indexed: 09/30/2023]
Abstract
Free d-amino acids (d-AAs) are emerging as a novel and important class of signaling molecules in many organs, including the brain and endocrine systems. There has been considerable progress in our understanding of the fundamental roles of these atypical messengers, with increasingly recognized implications in a wide range of neuropathologies, including schizophrenia (SCZ), epilepsy, Alzheimer's disease (AD), amyotrophic lateral sclerosis (ALS), substance abuse, and chronic pain, among others. Research has enabled the discovery that d-serine, d-aspartate and more recently d-cysteine are essential for the healthy development and function of the central nervous system (CNS). We discuss recent progress that has profoundly transformed our vision of numerous physiological processes but has also shown how d-AAs are now offering therapeutic promise in clinical settings for several human diseases.
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Affiliation(s)
- Isis Nem de Oliveira Souza
- Biophotonics and Synapse Physiopathology Team, Laboratoire LuMIn UMR9024 Université Paris-Saclay, ENS Paris-Saclay, CNRS, CentraleSupelec, 91190 Gif-sur-Yvette, France; Molecular Pharmacology Laboratory, Biomedical Sciences Institute, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Robin Roychaudhuri
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Center for Birth Defects, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Jacqueline de Belleroche
- Neurogenetics Group, Division of Brain Sciences, Department of Medicine, Imperial College London, London, UK
| | - Jean-Pierre Mothet
- Biophotonics and Synapse Physiopathology Team, Laboratoire LuMIn UMR9024 Université Paris-Saclay, ENS Paris-Saclay, CNRS, CentraleSupelec, 91190 Gif-sur-Yvette, France.
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3
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Cochran JN, Acosta-Uribe J, Esposito BT, Madrigal L, Aguillón D, Giraldo MM, Taylor JW, Bradley J, Fulton-Howard B, Andrews SJ, Acosta-Baena N, Alzate D, Garcia GP, Piedrahita F, Lopez HE, Anderson AG, Rodriguez-Nunez I, Roberts K, Dominantly Inherited Alzheimer Network, Absher D, Myers RM, Beecham GW, Reitz C, Rizzardi LF, Fernandez MV, Goate AM, Cruchaga C, Renton AE, Lopera F, Kosik KS. Genetic associations with age at dementia onset in the PSEN1 E280A Colombian kindred. Alzheimers Dement 2023; 19:3835-3847. [PMID: 36951251 PMCID: PMC10514237 DOI: 10.1002/alz.13021] [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: 10/31/2022] [Revised: 02/03/2023] [Accepted: 02/07/2023] [Indexed: 03/24/2023]
Abstract
INTRODUCTION Genetic associations with Alzheimer's disease (AD) age at onset (AAO) could reveal genetic variants with therapeutic applications. We present a large Colombian kindred with autosomal dominant AD (ADAD) as a unique opportunity to discover AAO genetic associations. METHODS A genetic association study was conducted to examine ADAD AAO in 340 individuals with the PSEN1 E280A mutation via TOPMed array imputation. Replication was assessed in two ADAD cohorts, one sporadic early-onset AD study and four late-onset AD studies. RESULTS 13 variants had p<1×10-7 or p<1×10-5 with replication including three independent loci with candidate associations with clusterin including near CLU. Other suggestive associations were identified in or near HS3ST1, HSPG2, ACE, LRP1B, TSPAN10, and TSPAN14. DISCUSSION Variants with suggestive associations with AAO were associated with biological processes including clusterin, heparin sulfate, and amyloid processing. The detection of these effects in the presence of a strong mutation for ADAD reinforces their potentially impactful role.
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Affiliation(s)
| | - Juliana Acosta-Uribe
- Neuroscience Research Institute, University of California, Santa Barbara, California, and Department of Molecular Cellular and Developmental Biology University of California, Santa Barbara, California, USA
- Grupo de Neurociencias de Antioquia. School of Medicine. Universidad de Antioquia, Medellín, Antioquia, Colombia
| | - Bianca T Esposito
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Lucia Madrigal
- Grupo de Neurociencias de Antioquia. School of Medicine. Universidad de Antioquia, Medellín, Antioquia, Colombia
| | - David Aguillón
- Grupo de Neurociencias de Antioquia. School of Medicine. Universidad de Antioquia, Medellín, Antioquia, Colombia
| | - Margarita M Giraldo
- Grupo de Neurociencias de Antioquia. School of Medicine. Universidad de Antioquia, Medellín, Antioquia, Colombia
| | - Jared W Taylor
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - Joseph Bradley
- Washington University School of Medicine, St. Louis, Missouri, USA
| | - Brian Fulton-Howard
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Shea J Andrews
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Natalia Acosta-Baena
- Grupo de Neurociencias de Antioquia. School of Medicine. Universidad de Antioquia, Medellín, Antioquia, Colombia
| | - Diana Alzate
- Grupo de Neurociencias de Antioquia. School of Medicine. Universidad de Antioquia, Medellín, Antioquia, Colombia
| | - Gloria P Garcia
- Grupo de Neurociencias de Antioquia. School of Medicine. Universidad de Antioquia, Medellín, Antioquia, Colombia
| | - Francisco Piedrahita
- Grupo de Neurociencias de Antioquia. School of Medicine. Universidad de Antioquia, Medellín, Antioquia, Colombia
| | - Hugo E Lopez
- Grupo de Neurociencias de Antioquia. School of Medicine. Universidad de Antioquia, Medellín, Antioquia, Colombia
| | | | | | - Kevin Roberts
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | | | - Devin Absher
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - Richard M Myers
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama, USA
| | - Gary W Beecham
- The John P. Hussman Institute for Human Genomics, University of Miami, Miami, Florida, USA
| | - Christiane Reitz
- Department of Epidemiology, Sergievsky Center, Taub Institute for Research on the Aging Brain, Columbia University, New York, New York, USA
| | | | | | - Alison M Goate
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Carlos Cruchaga
- Washington University School of Medicine, St. Louis, Missouri, USA
| | - Alan E Renton
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Francisco Lopera
- Grupo de Neurociencias de Antioquia. School of Medicine. Universidad de Antioquia, Medellín, Antioquia, Colombia
| | - Kenneth S Kosik
- Neuroscience Research Institute, University of California, Santa Barbara, California, and Department of Molecular Cellular and Developmental Biology University of California, Santa Barbara, California, USA
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Henao‐Restrepo J, López‐Murillo C, Valderrama‐Carmona P, Orozco‐Santa N, Gomez J, Gutiérrez‐Vargas J, Moraga R, Toledo J, Littau JL, Härtel S, Arboleda‐Velásquez JF, Sepulveda‐Falla D, Lopera F, Cardona‐Gómez GP, Villegas A, Posada‐Duque R. Gliovascular alterations in sporadic and familial Alzheimer's disease: APOE3 Christchurch homozygote glioprotection. Brain Pathol 2023; 33:e13119. [PMID: 36130084 PMCID: PMC10041169 DOI: 10.1111/bpa.13119] [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: 01/21/2022] [Accepted: 08/30/2022] [Indexed: 11/28/2022] Open
Abstract
In response to brain insults, astrocytes become reactive, promoting protection and tissue repair. However, astroglial reactivity is typical of brain pathologies, including Alzheimer's disease (AD). Considering the heterogeneity of the reactive response, the role of astrocytes in the course of different forms of AD has been underestimated. Colombia has the largest human group known to have familial AD (FAD). This group carries the autosomal dominant and fully penetrant mutation E280A in PSEN1, which causes early-onset AD. Recently, our group identified an E280A carrier who did not develop FAD. The individual was homozygous for the Christchurch mutation R136S in APOE3 (APOEch). Remarkably, APOE is the main genetic risk factor for developing sporadic AD (SAD) and most of cerebral ApoE is produced by astroglia. Here, we characterized astrocyte properties related to reactivity, glutamate homeostasis, and structural integrity of the gliovascular unit (GVU), as factors that could underlie the pathogenesis or protection of AD. Specifically, through histological and 3D microscopy analyses of postmortem samples, we briefly describe the histopathology and cytoarchitecture of the frontal cortex of SAD, FAD, and APOEch, and demonstrate that, while astrodegeneration and vascular deterioration are prominent in SAD, FAD is characterized by hyperreactive-like glia, and APOEch displays the mildest astrocytic and vascular alterations despite having the highest burden of Aβ. Notably, astroglial, gliovascular, and vascular disturbances, as well as brain cell death, correlate with the specific astrocytic phenotypes identified in each condition. This study provides new insights into the potential relevance of the gliovasculature in the development and protection of AD. To our knowledge, this is the first study assessing the components of the GVU in human samples of SAD, FAD, and APOEch.
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Affiliation(s)
- Julián Henao‐Restrepo
- Instituto de Biología, Facultad de Ciencias Exactas y NaturalesUniversidad de AntioquiaMedellínColombia
- Área de Neurobiología Celular y Molecular, Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
| | - Carolina López‐Murillo
- Instituto de Biología, Facultad de Ciencias Exactas y NaturalesUniversidad de AntioquiaMedellínColombia
- Área de Neurobiología Celular y Molecular, Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
| | - Pablo Valderrama‐Carmona
- Instituto de Biología, Facultad de Ciencias Exactas y NaturalesUniversidad de AntioquiaMedellínColombia
- Área de Neurobiología Celular y Molecular, Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
| | - Natalia Orozco‐Santa
- Instituto de Biología, Facultad de Ciencias Exactas y NaturalesUniversidad de AntioquiaMedellínColombia
- Área de Neurobiología Celular y Molecular, Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
| | - Johana Gomez
- Grupo de Neurociencias de Antioquia, Facultad de MedicinaSIU, Universidad de AntioquiaMedellínColombia
| | - Johanna Gutiérrez‐Vargas
- Instituto de Biología, Facultad de Ciencias Exactas y NaturalesUniversidad de AntioquiaMedellínColombia
- Health Sciences FacultyRemington University CorporationMedellínColombia
| | - Renato Moraga
- Biomedical Neuroscience Institute BNI, Faculty of MedicineUniversity of ChileSantiagoChile
| | - Jorge Toledo
- Biomedical Neuroscience Institute BNI, Faculty of MedicineUniversity of ChileSantiagoChile
| | - Jessica Lisa Littau
- Molecular Neuropathology of Alzheimer's DiseaseInstitute of Neuropathology, University Medical Center Hamburg‐EppendorfHamburgGermany
| | - Steffen Härtel
- Biomedical Neuroscience Institute BNI, Faculty of MedicineUniversity of ChileSantiagoChile
| | - Joseph F. Arboleda‐Velásquez
- Schepens Eye Research Institute of Mass Eye and Ear, Department of OphthalmologyHarvard Medical SchoolBostonMassachusettsUSA
| | - Diego Sepulveda‐Falla
- Molecular Neuropathology of Alzheimer's DiseaseInstitute of Neuropathology, University Medical Center Hamburg‐EppendorfHamburgGermany
| | - Francisco Lopera
- Grupo de Neurociencias de Antioquia, Facultad de MedicinaSIU, Universidad de AntioquiaMedellínColombia
| | - Gloria Patricia Cardona‐Gómez
- Área de Neurobiología Celular y Molecular, Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
| | - Andrés Villegas
- Grupo de Neurociencias de Antioquia, Facultad de MedicinaSIU, Universidad de AntioquiaMedellínColombia
| | - Rafael Posada‐Duque
- Instituto de Biología, Facultad de Ciencias Exactas y NaturalesUniversidad de AntioquiaMedellínColombia
- Área de Neurobiología Celular y Molecular, Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
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d-Amino Acids and pLG72 in Alzheimer's Disease and Schizophrenia. Int J Mol Sci 2021; 22:ijms222010917. [PMID: 34681579 PMCID: PMC8535920 DOI: 10.3390/ijms222010917] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 10/01/2021] [Accepted: 10/06/2021] [Indexed: 01/02/2023] Open
Abstract
Numerous studies over the last several years have shown that d-amino acids, especially d-serine, have been related to brain and neurological disorders. Acknowledged neurological functions of d-amino acids include neurotransmission and learning and memory functions through modulating N-methyl-d-aspartate type glutamate receptors (NMDARs). Aberrant d-amino acids level and polymorphisms of genes related to d-amino acids metabolism are associated with neurodegenerative brain conditions. This review summarizes the roles of d-amino acids and pLG72, also known as d-amino acid oxidase activator, on two neurodegenerative disorders, schizophrenia and Alzheimer’s disease (AD). The scope includes the changes in d-amino acids levels, gene polymorphisms of G72 genomics, and the role of pLG72 on NMDARs and mitochondria in schizophrenia and AD. The clinical diagnostic value of d-amino acids and pLG72 and the therapeutic importance are also reviewed.
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6
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Piubelli L, Murtas G, Rabattoni V, Pollegioni L. The Role of D-Amino Acids in Alzheimer's Disease. J Alzheimers Dis 2021; 80:475-492. [PMID: 33554911 DOI: 10.3233/jad-201217] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Alzheimer's disease (AD), the main cause of dementia worldwide, is characterized by a complex and multifactorial etiology. In large part, excitatory neurotransmission in the central nervous system is mediated by glutamate and its receptors are involved in synaptic plasticity. The N-methyl-D-aspartate (NMDA) receptors, which require the agonist glutamate and a coagonist such as glycine or the D-enantiomer of serine for activation, play a main role here. A second D-amino acid, D-aspartate, acts as agonist of NMDA receptors. D-amino acids, present in low amounts in nature and long considered to be of bacterial origin, have distinctive functions in mammals. In recent years, alterations in physiological levels of various D-amino acids have been linked to various pathological states, ranging from chronic kidney disease to neurological disorders. Actually, the level of NMDA receptor signaling must be balanced to promote neuronal survival and prevent neurodegeneration: this signaling in AD is affected mainly by glutamate availability and modulation of the receptor's functions. Here, we report the experimental findings linking D-serine and D-aspartate, through NMDA receptor modulation, to AD and cognitive functions. Interestingly, AD progression has been also associated with the enzymes related to D-amino acid metabolism as well as with glucose and serine metabolism. Furthermore, the D-serine and D-/total serine ratio in serum have been recently proposed as biomarkers of AD progression. A greater understanding of the role of D-amino acids in excitotoxicity related to the pathogenesis of AD will facilitate novel therapeutic treatments to cure the disease and improve life expectancy.
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Affiliation(s)
- Luciano Piubelli
- Department of Biotechnology and Life Sciences, University of Insubria, Varese, Italy
| | - Giulia Murtas
- Department of Biotechnology and Life Sciences, University of Insubria, Varese, Italy
| | - Valentina Rabattoni
- Department of Biotechnology and Life Sciences, University of Insubria, Varese, Italy
| | - Loredano Pollegioni
- Department of Biotechnology and Life Sciences, University of Insubria, Varese, Italy
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Vélez JI, Samper LA, Arcos-Holzinger M, Espinosa LG, Isaza-Ruget MA, Lopera F, Arcos-Burgos M. A Comprehensive Machine Learning Framework for the Exact Prediction of the Age of Onset in Familial and Sporadic Alzheimer's Disease. Diagnostics (Basel) 2021; 11:887. [PMID: 34067584 PMCID: PMC8156402 DOI: 10.3390/diagnostics11050887] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 04/28/2021] [Accepted: 04/29/2021] [Indexed: 11/16/2022] Open
Abstract
Machine learning (ML) algorithms are widely used to develop predictive frameworks. Accurate prediction of Alzheimer's disease (AD) age of onset (ADAOO) is crucial to investigate potential treatments, follow-up, and therapeutic interventions. Although genetic and non-genetic factors affecting ADAOO were elucidated by other research groups and ours, the comprehensive and sequential application of ML to provide an exact estimation of the actual ADAOO, instead of a high-confidence-interval ADAOO that may fall, remains to be explored. Here, we assessed the performance of ML algorithms for predicting ADAOO using two AD cohorts with early-onset familial AD and with late-onset sporadic AD, combining genetic and demographic variables. Performance of ML algorithms was assessed using the root mean squared error (RMSE), the R-squared (R2), and the mean absolute error (MAE) with a 10-fold cross-validation procedure. For predicting ADAOO in familial AD, boosting-based ML algorithms performed the best. In the sporadic cohort, boosting-based ML algorithms performed best in the training data set, while regularization methods best performed for unseen data. ML algorithms represent a feasible alternative to accurately predict ADAOO with little human intervention. Future studies may include predicting the speed of cognitive decline in our cohorts using ML.
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Affiliation(s)
- Jorge I. Vélez
- Department of Industrial Engineering, Universidad del Norte, Barranquilla 081007, Colombia
| | - Luiggi A. Samper
- Department of Public Health, Universidad del Norte, Barranquilla 081007, Colombia;
| | - Mauricio Arcos-Holzinger
- Grupo de Investigación en Psiquiatría (GIPSI), Departamento de Psiquiatría, Instituto de Investigaciones Médicas, Facultad de Medicina, Universidad de Antioquia, Medellín 050010, Colombia;
| | - Lady G. Espinosa
- INPAC Research Group, Fundación Universitaria Sanitas, Bogotá 111321, Colombia; (L.G.E.); (M.A.I.-R.)
| | - Mario A. Isaza-Ruget
- INPAC Research Group, Fundación Universitaria Sanitas, Bogotá 111321, Colombia; (L.G.E.); (M.A.I.-R.)
| | - Francisco Lopera
- Neuroscience Research Group, University of Antioquia, Medellín 050010, Colombia;
| | - Mauricio Arcos-Burgos
- Grupo de Investigación en Psiquiatría (GIPSI), Departamento de Psiquiatría, Instituto de Investigaciones Médicas, Facultad de Medicina, Universidad de Antioquia, Medellín 050010, Colombia;
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8
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Dehghani N, Bras J, Guerreiro R. How understudied populations have contributed to our understanding of Alzheimer's disease genetics. Brain 2021; 144:1067-1081. [PMID: 33889936 DOI: 10.1093/brain/awab028] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 10/30/2020] [Accepted: 11/17/2020] [Indexed: 12/14/2022] Open
Abstract
The majority of genome-wide association studies have been conducted using samples with a broadly European genetic background. As a field, we acknowledge this limitation and the need to increase the diversity of populations studied. A major challenge when designing and conducting such studies is to assimilate large samples sizes so that we attain enough statistical power to detect variants associated with disease, particularly when trying to identify variants with low and rare minor allele frequencies. In this review, we aimed to illustrate the benefits to genetic characterization of Alzheimer's disease, in researching currently understudied populations. This is important for both fair representation of world populations and the translatability of findings. To that end, we conducted a literature search to understand the contributions of studies, on different populations, to Alzheimer's disease genetics. Using both PubMed and Alzforum Mutation Database, we systematically quantified the number of studies reporting variants in known disease-causing genes, in a worldwide manner, and discuss the contributions of research in understudied populations to the identification of novel genetic factors in this disease. Additionally, we compared the effects of genome-wide significant single nucleotide polymorphisms across populations by focusing on loci that show different association profiles between populations (a key example being APOE). Reports of variants in APP, PSEN1 and PSEN2 can initially determine whether patients from a country have been studied for Alzheimer's disease genetics. Most genome-wide significant associations in non-Hispanic white genome-wide association studies do not reach genome-wide significance in such studies of other populations, with some suggesting an opposite effect direction; this is likely due to much smaller sample sizes attained. There are, however, genome-wide significant associations first identified in understudied populations which have yet to be replicated. Familial studies in understudied populations have identified rare, high effect variants, which have been replicated in other populations. This work functions to both highlight how understudied populations have furthered our understanding of Alzheimer's disease genetics, and to help us gauge our progress in understanding the genetic architecture of this disease in all populations.
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Affiliation(s)
- Nadia Dehghani
- Department of Neurodegenerative Science, Van Andel Institute, Grand Rapids, Michigan, USA
| | - Jose Bras
- Department of Neurodegenerative Science, Van Andel Institute, Grand Rapids, Michigan, USA.,Division of Psychiatry and Behavioral Medicine, Michigan State University College of Human Medicine, Grand Rapids, MI, USA
| | - Rita Guerreiro
- Department of Neurodegenerative Science, Van Andel Institute, Grand Rapids, Michigan, USA.,Division of Psychiatry and Behavioral Medicine, Michigan State University College of Human Medicine, Grand Rapids, MI, USA
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Sepulveda-Falla D, Chavez-Gutierrez L, Portelius E, Vélez JI, Dujardin S, Barrera-Ocampo A, Dinkel F, Hagel C, Puig B, Mastronardi C, Lopera F, Hyman BT, Blennow K, Arcos-Burgos M, de Strooper B, Glatzel M. A multifactorial model of pathology for age of onset heterogeneity in familial Alzheimer's disease. Acta Neuropathol 2021; 141:217-233. [PMID: 33319314 PMCID: PMC7847436 DOI: 10.1007/s00401-020-02249-0] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 11/22/2020] [Accepted: 11/23/2020] [Indexed: 12/13/2022]
Abstract
Presenilin-1 (PSEN1) mutations cause familial Alzheimer's disease (FAD) characterized by early age of onset (AoO). Examination of a large kindred harboring the PSEN1-E280A mutation reveals a range of AoO spanning 30 years. The pathophysiological drivers and clinical impact of AoO variation in this population are unknown. We examined brains of 23 patients focusing on generation and deposition of beta-amyloid (Aβ) and Tau pathology profile. In 14 patients distributed at the extremes of AoO, we performed whole-exome capture to identify genotype-phenotype correlations. We also studied kinome activity, proteasome activity, and protein polyubiquitination in brain tissue, associating it with Tau phosphorylation profiles. PSEN1-E280A patients showed a bimodal distribution for AoO. Besides AoO, there were no clinical differences between analyzed groups. Despite the effect of mutant PSEN1 on production of Aβ, there were no relevant differences between groups in generation and deposition of Aβ. However, differences were found in hyperphosphorylated Tau (pTau) pathology, where early onset patients showed severe pathology with diffuse aggregation pattern associated with increased activation of stress kinases. In contrast, late-onset patients showed lesser pTau pathology and a distinctive kinase activity. Furthermore, we identified new protective genetic variants affecting ubiquitin-proteasome function in early onset patients, resulting in higher ubiquitin-dependent degradation of differentially phosphorylated Tau. In PSEN1-E280A carriers, altered γ-secretase activity and resulting Aβ accumulation are prerequisites for early AoO. However, Tau hyperphosphorylation pattern, and its degradation by the proteasome, drastically influences disease onset in individuals with otherwise similar Aβ pathology, hinting toward a multifactorial model of disease for FAD. In sporadic AD (SAD), a wide range of heterogeneity, also influenced by Tau pathology, has been identified. Thus, Tau-induced heterogeneity is a common feature in both AD variants, suggesting that a multi-target therapeutic approach should be used to treat AD.
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Affiliation(s)
- Diego Sepulveda-Falla
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
- Neuroscience Group of Antioquia, Faculty of Medicine, University of Antioquia, Medellín, Colombia.
| | - Lucia Chavez-Gutierrez
- VIB Center for Brain and Disease Research, 3000, Leuven, Belgium
- Department of Neurology, KU Leuven, Leuven, Belgium
| | - Erik Portelius
- Institute of Neuroscience and Physiology, Dept. of Psychiatry and Neurochemistry, The Sahlgrenska Academy At the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, 431 80, Mölndal, Sweden
| | - Jorge I Vélez
- Department of Genome Sciences, John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia
- Universidad del Norte, Barranquilla, Colombia
| | - Simon Dujardin
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, MassGeneral Institute for Neurodegenerative Disease, Charlestown, USA
| | - Alvaro Barrera-Ocampo
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Facultad de Ciencias Naturales, Departamento de Ciencias Farmaceuticas, Universidad Icesi, Grupo Natura, Calle 18 No. 122 -135, Cali, Colombia
| | - Felix Dinkel
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Christian Hagel
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Berta Puig
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Claudio Mastronardi
- Department of Genome Sciences, John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia
- GIPSI Group, Department of Psychiatry, Medical Research Institute, University of Antioquia, Medellín, Colombia
| | - Francisco Lopera
- Neuroscience Group of Antioquia, Faculty of Medicine, University of Antioquia, Medellín, Colombia
| | - Bradley T Hyman
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, MassGeneral Institute for Neurodegenerative Disease, Charlestown, USA
| | - Kaj Blennow
- Institute of Neuroscience and Physiology, Dept. of Psychiatry and Neurochemistry, The Sahlgrenska Academy At the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, 431 80, Mölndal, Sweden
| | - Mauricio Arcos-Burgos
- GIPSI Group, Department of Psychiatry, Medical Research Institute, University of Antioquia, Medellín, Colombia
| | - Bart de Strooper
- VIB Center for Brain and Disease Research, 3000, Leuven, Belgium
- Department of Neurology, KU Leuven, Leuven, Belgium
- UK Dementia Research Institute, University College London, Queen Square, London, WC1N 3BG, UK
| | - Markus Glatzel
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
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10
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Parra MA, Baez S, Sedeño L, Gonzalez Campo C, Santamaría‐García H, Aprahamian I, Bertolucci PHF, Bustin J, Camargos Bicalho MA, Cano‐Gutierrez C, Caramelli P, Chaves MLF, Cogram P, Beber BC, Court FA, de Souza LC, Custodio N, Damian A, de la Cruz M, Diehl Rodriguez R, Brucki SMD, Fajersztajn L, Farías GA, De Felice FG, Ferrari R, de Oliveira FF, Ferreira ST, Ferretti C, Figueredo Balthazar ML, Ferreira Frota NA, Fuentes P, García AM, Garcia PJ, de Gobbi Porto FH, Duque Peñailillo L, Engler HW, Maier I, Mata IF, Gonzalez‐Billault C, Lopez OL, Morelli L, Nitrini R, Quiroz YT, Guerrero Barragan A, Huepe D, Pio FJ, Suemoto CK, Kochhann R, Kochen S, Kumfor F, Lanata S, Miller B, Mansur LL, Hosogi ML, Lillo P, Llibre Guerra J, Lira D, Lopera F, Comas A, Avila‐Funes JA, Sosa AL, Ramos C, Resende EDPF, Snyder HM, Tarnanas I, Yokoyama J, Llibre J, Cardona JF, Possin K, Kosik KS, Montesinos R, Moguilner S, Solis PCL, Ferretti‐Rebustini REDL, Ramirez JM, Matallana D, Mbakile‐Mahlanza L, Marques Ton AM, Tavares RM, Miotto EC, Muniz‐Terrera G, Muñoz‐Nevárez LA, Orozco D, Okada de Oliveira M, Piguet O, Pintado Caipa M, Piña Escudero SD, Schilling LP, Rodrigues Palmeira AL, Yassuda MS, Santacruz‐Escudero JM, Serafim RB, Smid J, Slachevsky A, Serrano C, Soto‐Añari M, Takada LT, Grinberg LT, Teixeira AL, Barbosa MT, Trépel D, Ibanez A. Dementia in Latin America: Paving the way toward a regional action plan. Alzheimers Dement 2021; 17:295-313. [PMID: 33634602 PMCID: PMC7984223 DOI: 10.1002/alz.12202] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 08/28/2020] [Accepted: 08/30/2020] [Indexed: 12/12/2022]
Abstract
Across Latin American and Caribbean countries (LACs), the fight against dementia faces pressing challenges, such as heterogeneity, diversity, political instability, and socioeconomic disparities. These can be addressed more effectively in a collaborative setting that fosters open exchange of knowledge. In this work, the Latin American and Caribbean Consortium on Dementia (LAC-CD) proposes an agenda for integration to deliver a Knowledge to Action Framework (KtAF). First, we summarize evidence-based strategies (epidemiology, genetics, biomarkers, clinical trials, nonpharmacological interventions, networking, and translational research) and align them to current global strategies to translate regional knowledge into transformative actions. Then we characterize key sources of complexity (genetic isolates, admixture in populations, environmental factors, and barriers to effective interventions), map them to the above challenges, and provide the basic mosaics of knowledge toward a KtAF. Finally, we describe strategies supporting the knowledge creation stage that underpins the translational impact of KtAF.
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Affiliation(s)
- Mario Alfredo Parra
- School of Psychological Sciences and HealthGraham Hills BuildingGlasgow, G1 1QE, UK, Universidad Autónoma del CaribePrograma de PsicologíaUniversity of StrathclydeBarranquillaColombia
| | | | - Lucas Sedeño
- Consejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET)Buenos AiresArgentina
| | - Cecilia Gonzalez Campo
- Cognitive Neuroscience Center (CNC)Universidad de San AndresConsejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET)Buenos AiresArgentina
| | - Hernando Santamaría‐García
- Pontificia Universidad JaverianaMedical School, Physiology and Psychiatry DepartmentsMemory and Cognition Center IntellectusHospital Universitario San IgnacioBogotáColombia
| | - Ivan Aprahamian
- Department of Internal MedicineFaculty of Medicine of JundiaíGroup of Investigation on Multimorbidity and Mental Health in Aging (GIMMA)JundiaíState of São PauloBrazil
| | - Paulo HF Bertolucci
- Department of Neurology and NeurosurgeryEscola Paulista de MedicinaFederal University of São Paulo ‐ UNIFESPSão PauloBrazil
| | - Julian Bustin
- INECO FoundationInstitute of Cognitive and Translational Neuroscience (INCYT)Favaloro UniversityBuenos AiresArgentina
| | | | - Carlos Cano‐Gutierrez
- Medical SchoolGeriatric Unit, Memory and Cognition Center‐IntellectusAging InstituteHospital Universitario San IgnacioPontificia Universidad JaverianaBogotáColombia
| | - Paulo Caramelli
- Faculdade de MedicinaUniversidade Federal de Minas GeraisBelo HorizonteBrazil
| | - Marcia L. F. Chaves
- Neurology ServiceHospital de Clínicas de Porto Alegre e Universidade Federal do Rio Grande do SulBrazil
| | - Patricia Cogram
- Laboratory of Molecular NeuropsychiatryINECO FoundationNational Scientific and Technical Research CouncilInstitute of Cognitive and Translational Neuroscience (INCyT)Favaloro UniversityBuenos AiresArgentina
| | - Bárbara Costa Beber
- Department of Speech and Language PathologyAtlantic Fellow for Equity in Brain HealthFederal University of Health Sciences of Porto Alegre (UFCSPA)Porto AlegreBrazil
| | - Felipe A. Court
- Center for Integrative BiologyFaculty of SciencesFONDAP Center for GeroscienceBrain Health and Metabolism, Santiago, Chile, The Buck Institute for Research on AgingUniversidad Mayor, ChileNovatoCAUSA
| | | | - Nilton Custodio
- Unit Cognitive Impairment and Dementia PreventionCognitive Neurology CenterPeruvian Institute of NeurosciencesLimaPerú
| | - Andres Damian
- Centro Uruguayo de Imagenología Molecular (CUDIM)Centro de Medicina Nuclear e Imagenología MolecularHospital de ClínicasUniversidad de la RepúblicaMontevideoUruguay
| | - Myriam de la Cruz
- Global Brain Health Institute, University of CaliforniaSan FranciscoUSA
| | - Roberta Diehl Rodriguez
- Behavioral and Cognitive Neurology UnitDepartment of Neurology and LIM 22University of São PauloSão PauloBrazil
| | | | - Lais Fajersztajn
- Laboratory of Experimental Air Pollution (LIM05)Department of PathologySchool of MedicineGlobal Brain Health Institute, University of CaliforniaSan Francisco (UCSF)University of São PauloSão PauloSao PauloBrazil
| | - Gonzalo A. Farías
- Department Neurology and Neurosurgery North/Department of NeurosciencesCenter for Advanced Clinical Research (CICA)Faculty of MedicineUniversidad de ChileSantiagoChile
| | | | - Raffaele Ferrari
- Department of Neurodegenerative DiseaseUniversity College LondonLondonESUK
| | - Fabricio Ferreira de Oliveira
- Department of Neurology and NeurosurgeryEscola Paulista de MedicinaFederal University of São Paulo ‐ UNIFESPSão PauloBrazil
| | - Sergio T. Ferreira
- Institute of Medical Biochemistry Leopoldo de Meis & Institute of Biophysics Carlos Chagas FilhoFederal University of Rio de JaneiroRio de JaneiroRJBrazil
| | - Ceres Ferretti
- Division of NeurologyUniversity of São PauloSão PauloBrazil
| | | | | | - Patricio Fuentes
- Geriatrics Section Clinical Hospital University of Chile, Santos Dumont 999 IndependenciaSantiagoChile
| | - Adolfo M. García
- Cognitive Neuroscience Center (CNC)Faculty of EducationNational University of Cuyo (UNCuyo)Universidad de San Andres. National Scientific and Technical Research Council (CONICET)MendozaArgentina
| | | | - Fábio Henrique de Gobbi Porto
- Laboratory of Psychiatric Neuroimaging (LIM‐21)Instituto de PsiquiatriaHospital das Clinicas HCFMUSPFaculdade de MedicinaUniversidade de Sao PauloSao PauloSao PauloBrazil
| | | | | | | | - Ignacio F. Mata
- Department of Genomic MedicineLerner Research InstituteCleveland ClinicOHUSA
| | - Christian Gonzalez‐Billault
- Center for GeroscienceBrain Health and Metabolism (GERO), Santiago, Chile, and Department of Biology, Faculty of SciencesUniversity of ChileSantiagoChile
| | - Oscar L. Lopez
- Alzheimer's Disease Research CenterUniversity of PittsburghPittsburghPAUSA
| | - Laura Morelli
- Fundacion Instituto Leloir‐IIBBA‐CONICET. AveArgentina
| | - Ricardo Nitrini
- Department of NeurologyUniversity of São Paulo Medical SchoolSão PauloBrazil
| | | | - Alejandra Guerrero Barragan
- Trinity College Dublin, Dublin, Departamento de Neurologia Hospital Occidente de KennedyGlobal Brain Health InstituteUniversidad de la SabanaBogotaColombia
| | - David Huepe
- Center for Social and Cognitive Neuroscience (CSCN)School of PsychologyUniversidad Adolfo IbañezSantiagoChile
| | - Fabricio Joao Pio
- Department of NeurologyHospital Governador Celso RamosFlorianopolisBrazil
| | | | - Renata Kochhann
- Graduate Program in PsychologySchool of Health SciencesHospital Moinhos de VentoPontifical Catholic University of Rio Grande do Sul—PUCRS and Researcher OfficePorto AlegreBrazil
| | - Silvia Kochen
- Neurosciences and Complex Systems Unit (EnyS), CONICET, Hosp, El Cruce “N. Kirchner”, Univ. National A, Jauretche (UNAJ), F. Varela, Prov. Buenos Aires. Fac. MedicineUniv Nacional de Buenos Aires (UBA)Buenos AiresArgentina
| | - Fiona Kumfor
- Brain and Mind Centre and School of PsychologyUniversity of SydneySydneyNSWAustralia
| | - Serggio Lanata
- UCSF Department of NeurologyMemory and Aging CenterUCSFSan FranciscoCaliforniaUS
| | - Bruce Miller
- UCSF Department of NeurologyMemory and Aging CenterUCSFSan FranciscoCaliforniaUS
| | | | - Mirna Lie Hosogi
- Behavioral and Cognitive Unit of Department of NeurologyUniversity of São Paulo School of MedicineSao PauloBrazil
| | - Patricia Lillo
- Geroscience Center for Brain Health and Metabolism, Santiago, Chile, Departamento de Neurología Sur/Departamento de Neurociencia, Facultad de MedicinaUniversidad de ChileSantiagoChile
| | | | - David Lira
- Unit Cognitive Impairment and Dementia PreventionCognitive Neurology CenterPeruvian Institute of NeurosciencesLimaPerú
| | - Francisco Lopera
- Neuroscience Research GroupUniversidad de AntioquiaMedellínColombia
| | - Adelina Comas
- Department of Health Policy at the London School of Economics and Political ScienceLondonUK
| | | | - Ana Luisa Sosa
- Instituto Nacional de Neurología y NeurocirugíaCiudad de MéxicoMéxico
| | - Claudia Ramos
- Global Brain Health Institute, University of California, San Francisco (UCSF)San FranciscoUSA
| | | | | | - Ioannis Tarnanas
- Global Brain Health Institute, University of CaliforniaSan FranciscoUSA
- Altoida Inc.HoustonTexasUSA
| | - Jenifer Yokoyama
- UCSF Department of NeurologyMemory and Aging CenterUCSFSan FranciscoCaliforniaUS
| | | | | | - Kate Possin
- UCSF Department of NeurologyMemory and Aging CenterUCSFSan FranciscoCaliforniaUS
| | - Kenneth S. Kosik
- Neuroscience Research Institute and Dept of Molecular Cellular and Developmental BiologyUniversity of California SantaBarbaraCaliforniaUSA
| | - Rosa Montesinos
- Unit Cognitive Impairment and Dementia PreventionCognitive Neurology CenterPeruvian Institute of NeurosciencesLimaPerú
| | - Sebastian Moguilner
- Global Brain Health Institute, University of California, San Francisco (UCSF)San FranciscoUSA
| | - Patricia Cristina Lourdes Solis
- Neurosciences and Complex Systems Unit (EnyS), CONICET, Hosp, El Cruce “N. Kirchner”, Univ. National A, Jauretche (UNAJ), F. Varela, Prov. Buenos Aires. Fac. MedicineUniv Nacional de Buenos Aires (UBA)Buenos AiresArgentina
| | | | - Jeronimo Martin Ramirez
- Departamen de Admision Continua Adultos Hospital General La Raza Instituto Mexicano del Seguro SocialGlobal Brain Health Institute, Trinity College Dublin, DublinCiudad de MexicoMexico
| | - Diana Matallana
- Medical SchoolAging Institute and Psychiatry DepartmentPontificia Universidad Javeriana. Memory and Cognition Center‐IntellectusHospital Universitario San IgnacioBogotáColombia
| | - Lingani Mbakile‐Mahlanza
- Global Brain Health InstituteUniversity of California San Francisco, University of BotswanaGaboroneBotswana
| | | | | | - Eliane C Miotto
- Department of NeurologyUniversity of Sao PauloSao PauloBrazil
| | | | | | - David Orozco
- Cognitive Neuroscience Development LaboratoryAxis NeurocienciasUniversidad Nacional del Sur, Cognitive Impairment and Behavior Disorders UnitBahía BlancaArgentina
| | - Maira Okada de Oliveira
- Global Brain Health Institute, University of California, San Francisco (UCSF)San FranciscoUSA
| | - Olivier Piguet
- School of Psychology and Brain and Mind CentreUniversity of SydneyCamperdownNSWAustralia
| | - Maritza Pintado Caipa
- Global Brain Health Institute, University of California, San Francisco (UCSF)San FranciscoUSA
| | | | - Lucas Porcello Schilling
- Department of NeurologyPontificia Universidade Catolica do Rio Grande do Sul (PUCRS)Porto AlegreBrazil
| | - André Luiz Rodrigues Palmeira
- Santa Casa de Misericórdia de Porto Alegre, Serviço de Neurologia, Porto Alegre, BrazilHospital Ernesto DornellesServiço de Neurologia e NeurocirurgiaPorto AlegreBrazil
| | | | - Jose Manuel Santacruz‐Escudero
- Medical School and Psychiatry DepartmentMemory and Cognition Center‐ IntellectusPontificia Universidad JaverianaHospital Universitario San IgnacioBogotáColombia
| | | | - Jerusa Smid
- Department of NeurologyUniversity of Sao PauloSão PauloBrazil
| | - Andrea Slachevsky
- Neurology DepartmentGeroscience Center for Brain Health and Metabolism, Santiago, Chile, Laboratory of Neuropsychology and Clinical Neuroscience (LANNEC), Physiopathology Program‐ICBM, East Neurologic and Neurosciences Departments, Faculty of MedicineHospital del Salvador and Faculty of Medicine University of Chile. Servicio de NeurologíaDepartamento de MedicinaClínica Alemana—Universidad del DesarrolloUniversity of Chile, Neuropsychiatry and Memory Disorders clinic (CMYN)SantiagoChile
| | | | | | | | - Lea Tenenholz Grinberg
- Departments of NeurologyPathology and Global Brain Health InstituteUCSF ‐ USA, Department of PathologyUniversity of São Paulo Medical SchoolSão PauloBrazil
| | - Antonio Lucio Teixeira
- Laboratório Interdisciplinar de Investigação MédicaFaculdade de MedicinaAv. Alfredo Balena, 110Universidade Federal de Minas GeraisBelo HorizonteBrazil
| | - Maira Tonidandel Barbosa
- Faculdade de Medicina da Universidade Federal de Minas Gerais e Faculdade deCiências Médicas de Minas GeraisBelo HorizonteBrazil
| | - Dominic Trépel
- Global Brain Health Institute (GBHI)Trinity College DublinDublin
| | - Agustin Ibanez
- Cognitive Neuroscience Center (CNC) Buenos Aires, Argentina; Universidad Autonoma del Caribe, Barranquilla, Colombia; Global Brain Health Institute (GBHI), USUniversidad de San AndresCONICETUniversidad Autonoma del CaribeUniversidad Adolfo IbanezUCSFUSA
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11
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Neuner SM, Tcw J, Goate AM. Genetic architecture of Alzheimer's disease. Neurobiol Dis 2020; 143:104976. [PMID: 32565066 PMCID: PMC7409822 DOI: 10.1016/j.nbd.2020.104976] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 05/30/2020] [Accepted: 06/13/2020] [Indexed: 02/06/2023] Open
Abstract
Advances in genetic and genomic technologies over the last thirty years have greatly enhanced our knowledge concerning the genetic architecture of Alzheimer's disease (AD). Several genes including APP, PSEN1, PSEN2, and APOE have been shown to exhibit large effects on disease susceptibility, with the remaining risk loci having much smaller effects on AD risk. Notably, common genetic variants impacting AD are not randomly distributed across the genome. Instead, these variants are enriched within regulatory elements active in human myeloid cells, and to a lesser extent liver cells, implicating these cell and tissue types as critical to disease etiology. Integrative approaches are emerging as highly effective for identifying the specific target genes through which AD risk variants act and will likely yield important insights related to potential therapeutic targets in the coming years. In the future, additional consideration of sex- and ethnicity-specific contributions to risk as well as the contribution of complex gene-gene and gene-environment interactions will likely be necessary to further improve our understanding of AD genetic architecture.
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Affiliation(s)
- Sarah M Neuner
- Nash Department of Neuroscience, Ronald M. Loeb Center for Alzheimer's Disease, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Julia Tcw
- Nash Department of Neuroscience, Ronald M. Loeb Center for Alzheimer's Disease, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Alison M Goate
- Nash Department of Neuroscience, Ronald M. Loeb Center for Alzheimer's Disease, Icahn School of Medicine at Mount Sinai, New York, USA; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, USA.
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12
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Vélez JI, Lopera F, Silva CT, Villegas A, Espinosa LG, Vidal OM, Mastronardi CA, Arcos-Burgos M. Familial Alzheimer's Disease and Recessive Modifiers. Mol Neurobiol 2019; 57:1035-1043. [PMID: 31664702 PMCID: PMC7031188 DOI: 10.1007/s12035-019-01798-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 09/22/2019] [Indexed: 12/15/2022]
Abstract
Alzheimer’s disease (AD) is progressive brain disorder that affects ~ 50 million people worldwide and has no current effective treatment. AD age of onset (ADAOO) has shown to be critical for the identification of genes that modify the appearance of AD signs and symptoms in a specific population. We clinically characterized and whole-exome genotyped 71 individuals with AD from the Paisa genetic isolate, segregating the (PSEN1) E280A dominant fully penetrant mutation, and analyzed the potential recessive effects of ~ 50,000 common functional genomic variants to the ADAOO. Standard quality control and filtering procedures were applied, and recessive single- and multi-locus linear mixed-effects models were used. We identified genetic variants in the SLC9C1, CSN1S1, and LOXL4 acting recessively to delay ADAOO up to ~ 11, ~ 6, and ~ 9 years on average, respectively. In contrast, the CC recessive genotype in marker DHRS4L2-rs2273946 accelerates ADAOO by ~ 8 years. This study, reports new recessive variants modifying ADAOO in PSEN1 E280A mutation carriers. This set of genes are implicated in important biological processes and molecular functions commonly affected by genes associated with the etiology of AD such as APP, APOE, and CLU. Future functional studies using modern techniques such as induced pluripotent stem cells will allow a better understanding of the over expression and down regulation of these recessive modifier variants and hence the pathogenesis of AD. These results are important for prediction of AD and ultimately, substantial to develop new therapeutic strategies for individuals at risk or affected by AD.
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Affiliation(s)
| | - Francisco Lopera
- Neuroscience Research Group, University of Antioquia, Medellín, Colombia
| | - Claudia T Silva
- Neuroscience Research Group, University of Antioquia, Medellín, Colombia
| | - Andrés Villegas
- Neuroscience Research Group, University of Antioquia, Medellín, Colombia
| | - Lady G Espinosa
- INPAC Research Group, Fundación Universitaria Sanitas, Bogotá, Colombia
| | | | | | - Mauricio Arcos-Burgos
- Grupo de Investigación en Psiquiatría (GIPSI), Departamento de Psiquiatría, Instituto de Investigaciones Médicas (IIM), Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia.
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13
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Lin CH, Chiu CC, Huang CH, Yang HT, Lane HY. pLG72 levels increase in early phase of Alzheimer's disease but decrease in late phase. Sci Rep 2019; 9:13221. [PMID: 31520071 PMCID: PMC6744481 DOI: 10.1038/s41598-019-49522-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Accepted: 08/22/2019] [Indexed: 12/17/2022] Open
Abstract
pLG72, named as D-amino acid oxidase activator (although it is not an activator of D-amino acid oxidase demonstrated by later studies), in mitochondria has been regarded as an important modulator of D-amino acid oxidase that can regulate the N-methyl-D-aspartate receptor (NMDAR). Both oxidative stress in mitochondria and NMDAR neurotransmission play essential roles in the process of neurodegenerative dementia. The aim of the study was to investigate whether pLG72 levels changed with the severity of neurodegenerative dementia. We enrolled 376 individuals as the overall cohort, consisting of five groups: healthy elderly, amnestic mild cognitive impairment [MCI], mild Alzheimer's disease [AD], moderate AD, and severe AD. pLG72 levels in plasma were measured using Western blotting. The severity of cognitive deficit was principally evaluated by Clinical Dementia Rating Scale. A gender- and age- matched cohort was selected to elucidate the effects of gender and age. pLG72 levels increased in the MCI and mild AD groups when compared to the healthy group. However, pLG72 levels in the moderate and severe AD groups were lower than those in the mild AD group. D-serine level and D- to total serine ratio were significantly different among the five groups. L-serine levels were correlated with the pLG72 levels. The results in the gender- and age- matched cohort were similar to those of the overall cohort. The finding supports the hypothesis of NMDAR hypofunction in early-phase dementia and NMDAR hyperfunction in late-phase dementia. Further studies are warranted to test whether pLG72 could reflect the function of NMDAR.
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Affiliation(s)
- Chieh-Hsin Lin
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chih-Chiang Chiu
- Department of Psychiatry, Taipei City Psychiatric Center, Taipei, Taiwan
- Department of Psychiatry, School of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Chiung-Hsien Huang
- Department of Medicine Research, China Medical University Hospital, Taichung, Taiwan
| | - Hui-Ting Yang
- Department of Psychiatry, School of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Hsien-Yuan Lane
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan.
- Department of Psychiatry & Brain Disease Research Center, China Medical University Hospital, Taichung, Taiwan.
- Department of Psychology, College of Medical and Health Sciences, Asia University, Taichung, Taiwan.
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14
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Newton T, Allison R, Edgar JR, Lumb JH, Rodger CE, Manna PT, Rizo T, Kohl Z, Nygren AOH, Arning L, Schüle R, Depienne C, Goldberg L, Frahm C, Stevanin G, Durr A, Schöls L, Winner B, Beetz C, Reid E. Mechanistic basis of an epistatic interaction reducing age at onset in hereditary spastic paraplegia. Brain 2019; 141:1286-1299. [PMID: 29481671 PMCID: PMC5917785 DOI: 10.1093/brain/awy034] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Accepted: 01/04/2018] [Indexed: 12/20/2022] Open
Abstract
Many genetic neurological disorders exhibit variable expression within affected families, often exemplified by variations in disease age at onset. Epistatic effects (i.e. effects of modifier genes on the disease gene) may underlie this variation, but the mechanistic basis for such epistatic interactions is rarely understood. Here we report a novel epistatic interaction between SPAST and the contiguous gene DPY30, which modifies age at onset in hereditary spastic paraplegia, a genetic axonopathy. We found that patients with hereditary spastic paraplegia caused by genomic deletions of SPAST that extended into DPY30 had a significantly younger age at onset. We show that, like spastin, the protein encoded by SPAST, the DPY30 protein controls endosomal tubule fission, traffic of mannose 6-phosphate receptors from endosomes to the Golgi, and lysosomal ultrastructural morphology. We propose that additive effects on this pathway explain the reduced age at onset of hereditary spastic paraplegia in patients who are haploinsufficient for both genes.
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Affiliation(s)
- Timothy Newton
- Department of Medical Genetics and Cambridge Institute for Medical Research, University of Cambridge, UK
| | - Rachel Allison
- Department of Medical Genetics and Cambridge Institute for Medical Research, University of Cambridge, UK
| | - James R Edgar
- Department of Clinical Biochemistry and Cambridge Institute for Medical Research, University of Cambridge, Cambridge CB2 0XY, UK
| | - Jennifer H Lumb
- Department of Medical Genetics and Cambridge Institute for Medical Research, University of Cambridge, UK
| | - Catherine E Rodger
- Department of Medical Genetics and Cambridge Institute for Medical Research, University of Cambridge, UK
| | - Paul T Manna
- Department of Clinical Biochemistry and Cambridge Institute for Medical Research, University of Cambridge, Cambridge CB2 0XY, UK
| | - Tania Rizo
- Department of Stem Cell Biology, Friedrich-Alexander University Erlangen-Nuernberg (FAU), Erlangen, Germany
| | - Zacharias Kohl
- Department of Molecular Neurology, Friedrich-Alexander University Erlangen-Nuernberg (FAU), Erlangen, Germany
| | | | - Larissa Arning
- Department of Human Genetics, Ruhr-University, Bochum, Germany
| | - Rebecca Schüle
- Center for Neurology and Hertie Institute for Clinical Brain Research, Eberhard-Karls-University, 72076 Tübingen, Germany.,German Center of Neurodegenerative Diseases (DZNE), 72076 Tübingen, Germany
| | - Christel Depienne
- ICM Brain and Spine Institute, INSERM U1127, CNRS UMR7225, Sorbonne Universites, UPMC Univ Paris VI UMR_S1127, Paris, France.,APHP, Genetic Department, Pitie-Salpêtrière University Hospital, Paris, France
| | - Lisa Goldberg
- Department of Clinical Chemistry and Laboratory Diagnostics, Jena University Hospital, Jena, Germany
| | - Christiane Frahm
- Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
| | - Giovanni Stevanin
- ICM Brain and Spine Institute, INSERM U1127, CNRS UMR7225, Sorbonne Universites, UPMC Univ Paris VI UMR_S1127, Paris, France.,APHP, Genetic Department, Pitie-Salpêtrière University Hospital, Paris, France.,Ecole Pratique des Hautes Etudes, PSL Research University, Paris, France
| | - Alexandra Durr
- ICM Brain and Spine Institute, INSERM U1127, CNRS UMR7225, Sorbonne Universites, UPMC Univ Paris VI UMR_S1127, Paris, France.,APHP, Genetic Department, Pitie-Salpêtrière University Hospital, Paris, France
| | - Ludger Schöls
- Center for Neurology and Hertie Institute for Clinical Brain Research, Eberhard-Karls-University, 72076 Tübingen, Germany.,German Center of Neurodegenerative Diseases (DZNE), 72076 Tübingen, Germany
| | - Beate Winner
- Department of Molecular Neurology, Friedrich-Alexander University Erlangen-Nuernberg (FAU), Erlangen, Germany
| | - Christian Beetz
- Department of Clinical Chemistry and Laboratory Diagnostics, Jena University Hospital, Jena, Germany
| | - Evan Reid
- Department of Medical Genetics and Cambridge Institute for Medical Research, University of Cambridge, UK
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15
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Stoychev KR, Stoimenova-Popova M, Chumpalova P, Ilieva L, Swamad M, Kamburova-Martinova Z. A Clinical Case of Patient Carrying Rare Pathological PSEN1 Gene Mutation (L424V) Demonstrates the Phenotypic Heterogenity of Early Onset Familial AD. Front Psychiatry 2019; 10:857. [PMID: 31920735 PMCID: PMC6918796 DOI: 10.3389/fpsyt.2019.00857] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Accepted: 10/31/2019] [Indexed: 12/22/2022] Open
Abstract
Dementia comprises several neurodegenerative disorders with similar neuropsychiatric features and Alzheimer's disease (AD) is the most common of them. Genetic factors are strongly implicated into its etiology especially for early-onset cases (EOAD) occuring before the age of 65. About 10% of these are inherited in autosomal dominant fashion via pathogenic polymorphisms in three genes- APP, PSEN-1, and PSEN-2. Despite genotypic clarity, however, phenotypic variability exists with different symptom constellations observed in patients with identical mutations. Below, we present a case of a 39-year-old male with a family history for early onset dementia who was referred to our department with anamnesis for abrupt behavioral change 7 months prior to hospitalization-noticeable slowing of speech and reactivity, impaired occupational functioning and irritability, followed by aphasic symptoms and transient episodes of disorientation. He was followed up for 2 years and manifested rapidly progressing cognitive decline with further deterioration of speech, apraxia, acalculia, ataxia, and subsequently bradykinesia and tremor. Based on the clinical and neuroimaging findings (severe cortical atrophy), familial EOAD was suspected and a whole exome sequence (WES) analysis was performed. It identified a heterozygous missense variant Leu424Val (g.71074C > G) in PSEN-1 gene considered to be pathogenic, and only reported once until now in a Spanish patient in 2009. Despite genotype identity however, distinct phenotypic presentations were observed in the two affected subjects, with different neuroimaging findings, and the presence and absence of seizures in the Spanish and Bulgarian case, respectively. Besides, myoclonus and spastic paraparesis considered "typical" EOAD clinical features were absent. Age of symptom onset was consistent with two of the reported mutations affecting 424 codon of PSEN-1 gene and significantly earlier than the other two implying that factors influencing activity of PSEN-1 pathological forms are yet to be clarified. Furthermore, our patient had co-occurring lupus erythematosus (LE) and we suggest that this condition might be etiologically linked to the PSEN-1 mutation. In addition to illustrating the symptomatic heterogeneity of PSEN-1 caused EOAD, our study confirms that in patients presenting with early cognitive deterioration and family history for dementia, WES can be especially informative and should be considered as a first-line examination.
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Affiliation(s)
| | | | | | - Lilia Ilieva
- Department of Neurology, Sveti Panteleimon Hospital, Pleven, Bulgaria
| | - Mohamed Swamad
- Department of Health and Aging Unit, King's College Hospital, London, United Kingdom
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16
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Mulcahy MJ, Paulo JA, Hawrot E. Proteomic Investigation of Murine Neuronal α7-Nicotinic Acetylcholine Receptor Interacting Proteins. J Proteome Res 2018; 17:3959-3975. [PMID: 30285449 DOI: 10.1021/acs.jproteome.8b00618] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The α7-nicotinic acetylcholine receptor (α7-nAChR) is a ligand-gated ion channel that is expressed widely in vertebrates and is the principal high-affinity α-bungarotoxin (α-bgtx) binding protein in the mammalian CNS. α7-nAChRs associate with proteins that can modulate its properties. The α7-nAChR interactome is the summation of proteins interacting or associating with α7-nAChRs in a protein complex. To identify an α7-nAChR interactome in neural tissue, we isolated α-bgtx-affinity protein complexes from wild-type and α7-nAChR knockout (α7 KO) mouse whole brain tissue homogenates using α-bgtx-affinity beads. Affinity precipitated proteins were trypsinized and analyzed with an Orbitrap Fusion mass spectrometer. Proteins isolated with the α7-nAChR specific ligand, α-bgtx, were determined to be α7-nAChR associated proteins. The α7-nAChR subunit and 120 additional proteins were identified. Additionally, 369 proteins were identified as binding to α-bgtx in the absence of α7-nAChR expression, thereby identifying nonspecific proteins for α7-nAChR investigations using α-bgtx enrichment. These results expand on our previous investigations of α7-nAChR interacting proteins using α-bgtx-affinity bead isolation by controlling for differences between α7-nAChR and α-bgtx-specific proteins, developing an improved protein isolation methodology, and incorporating the latest technology in mass spectrometry. The α7-nAChR interactome identified in this study includes proteins associated with the expression, localization, function, or modulation of α7-nAChRs, and it provides a foundation for future studies to elucidate how these interactions contribute to human disease.
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Affiliation(s)
- Matthew J Mulcahy
- Division of Biology and Biological Engineering , California Institute of Technology , 1200 East California Boulevard , Pasadena , California 91125-2900 , United States.,Department of Molecular Pharmacology, Physiology and Biotechnology , Brown University , Providence , Rhode Island 02912 , United States
| | - Joao A Paulo
- Department of Cell Biology , Harvard Medical School , 240 Longwood Avenue , Boston , Massachusetts 02115 , United States
| | - Edward Hawrot
- Department of Molecular Pharmacology, Physiology and Biotechnology , Brown University , Providence , Rhode Island 02912 , United States
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17
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Vélez JI, Lopera F, Creagh PK, Piñeros LB, Das D, Cervantes-Henríquez ML, Acosta-López JE, Isaza-Ruget MA, Espinosa LG, Easteal S, Quintero GA, Silva CT, Mastronardi CA, Arcos-Burgos M. Targeting Neuroplasticity, Cardiovascular, and Cognitive-Associated Genomic Variants in Familial Alzheimer's Disease. Mol Neurobiol 2018; 56:3235-3243. [PMID: 30112632 PMCID: PMC6476862 DOI: 10.1007/s12035-018-1298-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Accepted: 08/02/2018] [Indexed: 11/24/2022]
Abstract
The identification of novel genetic variants contributing to the widespread in the age of onset (AOO) of Alzheimer’s disease (AD) could aid in the prognosis and/or development of new therapeutic strategies focused on early interventions. We recruited 78 individuals with AD from the Paisa genetic isolate in Antioquia, Colombia. These individuals belong to the world largest multigenerational and extended pedigree segregating AD as a consequence of a dominant fully penetrant mutation in the PSEN1 gene and exhibit an AOO ranging from the early 1930s to the late 1970s. To shed light on the genetic underpinning that could explain the large spread of the age of onset (AOO) of AD, 64 single nucleotide polymorphisms (SNP) associated with neuroanatomical, cardiovascular, and cognitive measures in AD were genotyped. Standard quality control and filtering procedures were applied, and single- and multi-locus linear mixed-effects models were used to identify AOO-associated SNPs. A full two-locus interaction model was fitted to define how identified SNPs interact to modulate AOO. We identified two key epistatic interactions between the APOE*E2 allele and SNPs ASTN2-rs7852878 and SNTG1-rs16914781 that delay AOO by up to ~ 8 years (95% CI 3.2–12.7, P = 1.83 × 10−3) and ~ 7.6 years (95% CI 3.3–11.8, P = 8.69 × 10−4), respectively, and validated our previous finding indicating that APOE*E2 delays AOO of AD in PSEN1 E280 mutation carriers. This new evidence involving APOE*E2 as an AOO delayer could be used for developing precision medicine approaches and predictive genomics models to potentially determine AOO in individuals genetically predisposed to AD.
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Affiliation(s)
- Jorge I. Vélez
- Genomics and Predictive Medicine Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, ACT 2600 Australia
- Universidad del Norte, Barranquilla, Colombia
| | - Francisco Lopera
- Neuroscience Research Group, University of Antioquia, Medellín, Colombia
| | - Penelope K. Creagh
- Genomics and Predictive Medicine Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, ACT 2600 Australia
| | - Laura B. Piñeros
- GENIUROS, Center for Research in Genetics and Genomics, Institute of Translational Medicine, School of Medicine and Health Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Debjani Das
- Genome Diversity and Health Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, ACT, Canberra, 2600 Australia
| | - Martha L. Cervantes-Henríquez
- Universidad del Norte, Barranquilla, Colombia
- Grupo de Neurociencias del Caribe, Universidad Simón Bolívar, Barranquilla, Colombia
| | - Johan E. Acosta-López
- Grupo de Neurociencias del Caribe, Universidad Simón Bolívar, Barranquilla, Colombia
| | | | - Lady G. Espinosa
- INPAC Research Group, Fundación Universitaria Sanitas, Bogotá, Colombia
| | - Simon Easteal
- Genome Diversity and Health Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, ACT, Canberra, 2600 Australia
| | - Gustavo A. Quintero
- Studies in Translational Microbiology and Emerging Diseases (MICROS) Research Group, School of Medicine and Health Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Claudia Tamar Silva
- GENIUROS, Center for Research in Genetics and Genomics, Institute of Translational Medicine, School of Medicine and Health Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Claudio A. Mastronardi
- Genomics and Predictive Medicine Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, ACT 2600 Australia
- Neuroscience Group (NeUROS), Institute of Translational Medicine, School of Medicine and Health Sciences, Universidad del Rosario, Bogotá, Colombia
| | - Mauricio Arcos-Burgos
- Genomics and Predictive Medicine Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, ACT 2600 Australia
- GENIUROS, Center for Research in Genetics and Genomics, Institute of Translational Medicine, School of Medicine and Health Sciences, Universidad del Rosario, Bogotá, Colombia
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18
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Yamaguchi-Kabata Y, Morihara T, Ohara T, Ninomiya T, Takahashi A, Akatsu H, Hashizume Y, Hayashi N, Shigemizu D, Boroevich KA, Ikeda M, Kubo M, Takeda M, Tsunoda T. Integrated analysis of human genetic association study and mouse transcriptome suggests LBH and SHF genes as novel susceptible genes for amyloid-β accumulation in Alzheimer's disease. Hum Genet 2018; 137:521-533. [PMID: 30006735 PMCID: PMC6061045 DOI: 10.1007/s00439-018-1906-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 07/06/2018] [Indexed: 12/04/2022]
Abstract
Alzheimer's disease (AD) is a common neurological disease that causes dementia in humans. Although the reports of associated pathological genes have been increasing, the molecular mechanism leading to the accumulation of amyloid-β (Aβ) in human brain is still not well understood. To identify novel genes that cause accumulation of Aβ in AD patients, we conducted an integrative analysis by combining a human genetic association study and transcriptome analysis in mouse brain. First, we examined genome-wide gene expression levels in the hippocampus, comparing them to amyloid Aβ level in mice with mixed genetic backgrounds. Next, based on a GWAS statistics obtained by a previous study with human AD subjects, we obtained gene-based statistics from the SNP-based statistics. We combined p values from the two types of analysis across orthologous gene pairs in human and mouse into one p value for each gene to evaluate AD susceptibility. As a result, we found five genes with significant p values in this integrated analysis among the 373 genes analyzed. We also examined the gene expression level of these five genes in the hippocampus of independent human AD cases and control subjects. Two genes, LBH and SHF, showed lower expression levels in AD cases than control subjects. This is consistent with the gene expression levels of both the genes in mouse which were negatively correlated with Aβ accumulation. These results, obtained from the integrative approach, suggest that LBH and SHF are associated with the AD pathogenesis.
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Affiliation(s)
- Yumi Yamaguchi-Kabata
- Laboratory for Medical Science Mathematics, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, 230-0045, Japan
- Tohoku Medical Megabank Organization, Tohoku University, 2-1, Seiryo-machi, Aoba-ku, Sendai, 980-8573, Japan
| | - Takashi Morihara
- Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, 565-0871, Japan
| | - Tomoyuki Ohara
- Department of Neuropsychiatry, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan
| | - Toshiharu Ninomiya
- Department of Epidemiology and Public Health, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan
| | - Atsushi Takahashi
- Laboratory for Statistical Analysis, RIKEN Center for Integrative Medical Sciences, Yokohama, 230-0045, Japan
- Department of Genomic Medicine, Research Institute, National Cerebral and Cardiovascular Center, Osaka, 565-8565, Japan
| | - Hiroyasu Akatsu
- Graduate School of Medical Sciences and Medical School, Nagoya City University, Nagoya, 467-8601, Japan
- Institute of Neuropathology, Fukushimura Hospital, Toyohashi-shi, Aichi, 441-8124, Japan
| | - Yoshio Hashizume
- Institute of Neuropathology, Fukushimura Hospital, Toyohashi-shi, Aichi, 441-8124, Japan
| | - Noriyuki Hayashi
- Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, 565-0871, Japan
| | - Daichi Shigemizu
- Laboratory for Medical Science Mathematics, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, 230-0045, Japan
- Department of Medical Science Mathematics, Medical Research Institute, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8510, Japan
- Division of Genomic Medicine, Medical Genome Center, National Center for Geriastrics and Gerontology, 7-430 Morioka-cho, Obu, Aichi, 474-8511, Japan
| | - Keith A Boroevich
- Laboratory for Medical Science Mathematics, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, 230-0045, Japan
| | - Manabu Ikeda
- Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, 565-0871, Japan
| | - Michiaki Kubo
- RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, 230-0045, Japan
| | - Masatoshi Takeda
- Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, 565-0871, Japan
| | - Tatsuhiko Tsunoda
- Laboratory for Medical Science Mathematics, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, 230-0045, Japan.
- Department of Medical Science Mathematics, Medical Research Institute, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8510, Japan.
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19
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Zhong XL, Li JQ, Sun L, Li YQ, Wang HF, Cao XP, Tan CC, Wang L, Tan L, Yu JT. A Genome-Wide Association Study of α-Synuclein Levels in Cerebrospinal Fluid. Neurotox Res 2018; 35:41-48. [PMID: 29959729 DOI: 10.1007/s12640-018-9922-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 06/05/2018] [Accepted: 06/07/2018] [Indexed: 01/13/2023]
Abstract
α-Synuclein is a 140-amino acid protein produced predominantly by neurons in the brain which plays a role in the regulation of neurotransmitter release, synaptic function, and plasticity, thus making it the focus in understanding the etiology of a group of neurodegenerative diseases. We conducted genome-wide association studies (GWAS) of α-synuclein levels in cerebrospinal fluid (CSF) with 209 non-Hispanic white participants from the Alzheimer's Disease Neuroimaging Initiative (ADNI-1) cohort using a linear regression model to identify novel variants associated with α-synuclein concentration. The minor allele (T) of rs7072338 in the long intergenic non-protein coding RNA 1515 (LINC01515) and the minor allele (T) of rs17794023 in clusterin-associated protein 1 (CLUAP1) were associated with higher CSF α-synuclein levels at genome-wide significance (P = 4.167 × 10-9 and 9.56 × 10-9, respectively). In addition, single nucleotide polymorphisms (SNPs) near amyloid beta precursor protein (APP) (rs1394839) (P = 2.31 × 10-7), Rap guanine nucleotide exchange factor 1 (RAPGEF1) (rs10901091) (P = 8.07 × 10-7), and two intergenic loci on chromosome 2 and 14 (rs11687064 P = 2.50 × 10-7and rs7147386 P = 4.05 × 10-7) were identified as suggestive loci associated with CSF α-synuclein levels. We have identified significantly associated SNPs for CSF α-synuclein. These associations have important implications for a better understanding of α-synuclein regulation and allow researchers to further explore the relationships between these SNPs and α-synuclein-related neurodegenerative disorders.
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Affiliation(s)
- Xiao-Ling Zhong
- Department of Neurology, Qingdao Central Hospital, Qingdao University, No.127 Siliu South Road, Qingdao, 266042, Shandong Province, China
| | - Jie-Qiong Li
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Li Sun
- Department of Neurology, Qingdao Central Hospital, Qingdao University, No.127 Siliu South Road, Qingdao, 266042, Shandong Province, China
| | - Ya-Qing Li
- Department of Neurology, Zhongnan Hospital, Wuhan University, Wuhan, China
| | - Hui-Fu Wang
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China.,Clinical Research Center, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Xi-Peng Cao
- Clinical Research Center, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Chen-Chen Tan
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Ling Wang
- Department of Neurology, Qingdao Central Hospital, Qingdao University, No.127 Siliu South Road, Qingdao, 266042, Shandong Province, China
| | - Lan Tan
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China. .,Clinical Research Center, Qingdao Municipal Hospital, Qingdao University, Qingdao, China.
| | - Jin-Tai Yu
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China. .,Clinical Research Center, Qingdao Municipal Hospital, Qingdao University, Qingdao, China. .,Department of Neurology, University of California, San Francisco, 675 Nelson Rising Lane, Suite 190, Box 1207, San Francisco, CA, 94158, USA.
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20
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Howard DM, Adams MJ, Clarke TK, Wigmore EM, Zeng Y, Hagenaars SP, Lyall DM, Thomson PA, Evans KL, Porteous DJ, Nagy R, Hayward C, Haley CS, Smith BH, Murray AD, Batty GD, Deary IJ, McIntosh AM. Haplotype-based association analysis of general cognitive ability in Generation Scotland, the English Longitudinal Study of Ageing, and UK Biobank. Wellcome Open Res 2017; 2:61. [PMID: 28989979 PMCID: PMC5605947 DOI: 10.12688/wellcomeopenres.12171.1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/07/2017] [Indexed: 01/07/2023] Open
Abstract
Background: Cognitive ability is a heritable trait with a polygenic architecture, for which several associated variants have been identified using genotype-based and candidate gene approaches. Haplotype-based analyses are a complementary technique that take phased genotype data into account, and potentially provide greater statistical power to detect lower frequency variants. Methods: In the present analysis, three cohort studies (n
total = 48,002) were utilised: Generation Scotland: Scottish Family Health Study (GS:SFHS), the English Longitudinal Study of Ageing (ELSA), and the UK Biobank. A genome-wide haplotype-based meta-analysis of cognitive ability was performed, as well as a targeted meta-analysis of several gene coding regions. Results: None of the assessed haplotypes provided evidence of a statistically significant association with cognitive ability in either the individual cohorts or the meta-analysis. Within the meta-analysis, the haplotype with the lowest observed
P-value overlapped with the D-amino acid oxidase activator (
DAOA) gene coding region. This coding region has previously been associated with bipolar disorder, schizophrenia and Alzheimer’s disease, which have all been shown to impact upon cognitive ability. Another potentially interesting region highlighted within the current genome-wide association analysis (GS:SFHS:
P = 4.09 x 10
-7), was the butyrylcholinesterase (
BCHE) gene coding region. The protein encoded by
BCHE has been shown to influence the progression of Alzheimer’s disease and its role in cognitive ability merits further investigation. Conclusions: Although no evidence was found for any haplotypes with a statistically significant association with cognitive ability, our results did provide further evidence that the genetic variants contributing to the variance of cognitive ability are likely to be of small effect.
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Affiliation(s)
- David M Howard
- Division of Psychiatry, University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK
| | - Mark J Adams
- Division of Psychiatry, University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK
| | - Toni-Kim Clarke
- Division of Psychiatry, University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK
| | - Eleanor M Wigmore
- Division of Psychiatry, University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK
| | - Yanni Zeng
- Division of Psychiatry, University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK.,Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Saskia P Hagenaars
- Division of Psychiatry, University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK.,Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK.,Department of Psychology, University of Edinburgh, Edinburgh, UK
| | - Donald M Lyall
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Pippa A Thomson
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK.,Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Kathryn L Evans
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK.,Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - David J Porteous
- Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Reka Nagy
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Caroline Hayward
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK.,Generation Scotland, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Chris S Haley
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Blair H Smith
- Generation Scotland, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK.,Division of Population Health Sciences, University of Dundee, Dundee, UK
| | - Alison D Murray
- Generation Scotland, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK.,Aberdeen Biomedical Imaging Centre, University of Aberdeen, Aberdeen, UK
| | - G David Batty
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Ian J Deary
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK.,Department of Psychology, University of Edinburgh, Edinburgh, UK.,Generation Scotland, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Andrew M McIntosh
- Division of Psychiatry, University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK.,Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK.,Generation Scotland, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
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21
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Kato Y, Fukui K. Structure models of G72, the product of a susceptibility gene to schizophrenia. J Biochem 2017; 161:223-230. [PMID: 27815320 DOI: 10.1093/jb/mvw064] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2016] [Accepted: 10/07/2016] [Indexed: 11/15/2022] Open
Abstract
The G72 gene is one of the most susceptible genes to schizophrenia and is contained exclusively in the genomes of primates. The product of the G72 gene modulates the activity of D-amino acid oxidase (DAO) and is a small protein prone to aggregate, which hampers its structural studies. In addition, lack of a known structure of a homologue makes it difficult to use the homology modelling method for the prediction of the structure. Thus, we first developed a hybrid ab initio approach for small proteins prior to the prediction of the structure of G72. The approach uses three known ab initio algorithms. To evaluate the hybrid approach, we tested our prediction of the structure of the amino acid sequences whose structures were already solved and compared the predicted structures with the experimentally solved structures. Based on these comparisons, the average accuracy of our approach was calculated to be ∼5 Å. We then applied the approach to the sequence of G72 and successfully predicted the structures of the N- and C-terminal domains (ND and CD, respectively) of G72. The predicted structures of ND and CD were similar to membrane-bound proteins and adaptor proteins, respectively.
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Affiliation(s)
- Yusuke Kato
- Division of Enzyme Pathophysiology, Institute for Enzyme Research, Tokushima University, Tokushima 770-8503, Japan
| | - Kiyoshi Fukui
- Division of Enzyme Pathophysiology, Institute for Enzyme Research, Tokushima University, Tokushima 770-8503, Japan
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22
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Vélez JI, Lopera F, Patel HR, Johar AS, Cai Y, Rivera D, Tobón C, Villegas A, Sepulveda-Falla D, Lehmann SG, Easteal S, Mastronardi CA, Arcos-Burgos M. Mutations modifying sporadic Alzheimer's disease age of onset. Am J Med Genet B Neuropsychiatr Genet 2016; 171:1116-1130. [PMID: 27573710 DOI: 10.1002/ajmg.b.32493] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2015] [Accepted: 08/15/2016] [Indexed: 11/10/2022]
Abstract
The identification of mutations modifying the age of onset (AOO) in Alzheimer's disease (AD) is crucial for understanding the natural history of AD and, therefore, for early interventions. Patients with sporadic AD (sAD) from a genetic isolate in the extremes of the AOO distribution were whole-exome genotyped. Single- and multi-locus linear mixed-effects models were used to identify functional variants modifying AOO. A posteriori enrichment and bioinformatic analyses were applied to evaluate the non-random clustering of the associate variants to physiopathological pathways involved in AD. We identified more than 20 pathogenic, genome-wide statistically significant mutations of major modifier effect on the AOO. These variants are harbored in genes implicated in neuron apoptosis, neurogenesis, inflammatory processes linked to AD, oligodendrocyte differentiation, and memory processes. This set of new genes harboring these mutations could be of importance for prediction, follow-up and eventually as therapeutical targets of AD. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Jorge I Vélez
- Genomics and Predictive Medicine Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia.,Neuroscience Research Group, University of Antioquia, Medellín, Colombia
| | - Francisco Lopera
- Neuroscience Research Group, University of Antioquia, Medellín, Colombia
| | - Hardip R Patel
- Genomics and Predictive Medicine Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Angad S Johar
- Genomics and Predictive Medicine Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Yeping Cai
- Genomics and Predictive Medicine Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Dora Rivera
- Neuroscience Research Group, University of Antioquia, Medellín, Colombia
| | - Carlos Tobón
- Neuroscience Research Group, University of Antioquia, Medellín, Colombia
| | - Andrés Villegas
- Neuroscience Research Group, University of Antioquia, Medellín, Colombia
| | - Diego Sepulveda-Falla
- Neuroscience Research Group, University of Antioquia, Medellín, Colombia.,Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Shaun G Lehmann
- Genome Diversity and Health Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Simon Easteal
- Genome Diversity and Health Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Claudio A Mastronardi
- Genomics and Predictive Medicine Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Mauricio Arcos-Burgos
- Genomics and Predictive Medicine Group, Department of Genome Sciences, John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia.,Neuroscience Research Group, University of Antioquia, Medellín, Colombia
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