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Shi H, Ma J, Wang J, Luo J, Ji M, Xu T, Shen Y, Zhou C. Association of COL4A2 indel polymorphism with the development of stomach adenocarcinoma in Chinese populations. NUCLEOSIDES, NUCLEOTIDES & NUCLEIC ACIDS 2024:1-12. [PMID: 39340310 DOI: 10.1080/15257770.2024.2409888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 05/09/2024] [Accepted: 09/21/2024] [Indexed: 09/30/2024]
Abstract
OBJECTIVE The objective of the study was to assess the potential association between the indel polymorphism (rs34802628) located within the intron of the collagen type ⅳ alpha 2 gene (COL4A2) and the susceptibility to stomach adenocarcinoma (STAD) within a Chinese population. METHODS Peripheral venous blood samples were collected from a total of 497 STAD patients and 804 healthy control individuals to extract genomic DNA. The genotyping of the COL4A2 rs34802628 polymorphism was carried out using a polymerase chain reaction assay. Additionally, statistical analyses were conducted on the expression levels of COL4A2 mRNA using the GEPIA database. Meanwhile, the expression of COL4A2 mRNA was also validated by Real-time PCR using STAD tissue samples. Then, based on an analysis of patient tumor RNA seq data available from the Cancer Genome Atlas (TCGA), we assessed the prognostic value of mRNA expression of the COL4A2 gene in STAD patients using K-M plotter. RESULTS The study presented compelling evidence supporting an association between the rs34802628 polymorphism in the COL4A2 gene and susceptibility to STAD. Logistic regression analysis revealed that both the heterozygote and homozygote 4-bp del/del genotypes were significantly associated with a decreased risk of STAD, even after controlling for other variables (adjusted odds ratio [OR] = 0.663, 95% confidence interval [CI] 0.519-0.848, p = 0.037; OR = 0.422, 95% CI 0.290-0.614, p = 0.000005, respectively). Importantly, individuals carrying the 4-bp deletion allele demonstrated a notably lower risk of developing the disease (OR = 0.696, 95% CI 0.591-0.820, p = 0.000014). Furthermore, Genotype-phenotype correlation studies in human STAD tissue samples demonstrated that the higher mRNA expression levels of COL4A2 were associated with the ins allele of rs34802628. Bioinformatics analysis revealed that higher expression of the COL4A2 gene was significant with development and poor prognosis of STAD. CONCLUSION The results of our study provide strong evidence indicating a potential involvement of genetic variants in the COL4A2 gene in the development of STAD. Nonetheless, to validate and consolidate these findings, additional investigations incorporating larger sample sizes and functional experiments are necessary.
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Affiliation(s)
- Huihai Shi
- Department of Gastroenterology, Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, Jiangsu, China
| | - Jialin Ma
- Department of Gastroenterology, Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, Jiangsu, China
| | - Jing Wang
- Department of Gastroenterology, Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, Jiangsu, China
| | - Jiale Luo
- Department of Gastroenterology, Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, Jiangsu, China
| | - Mengyue Ji
- Department of Gastroenterology, Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, Jiangsu, China
| | - Ting Xu
- Department of Gastroenterology, Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, Jiangsu, China
| | - Yingxiao Shen
- Department of Gastroenterology, Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, Jiangsu, China
| | - Chunxiao Zhou
- Department of Gastroenterology, Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, Jiangsu, China
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Cozzitorto C, Peltz Z, Flores LM, Della Santina L, Mao M, Gould DB. Evaluating neural crest cell migration in a Col4a1 mutant mouse model of ocular anterior segment dysgenesis. Cells Dev 2024; 179:203926. [PMID: 38729574 DOI: 10.1016/j.cdev.2024.203926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 05/02/2024] [Accepted: 05/06/2024] [Indexed: 05/12/2024]
Abstract
The periocular mesenchyme (POM) is a transient migratory embryonic tissue derived from neural crest cells (NCCs) and paraxial mesoderm that gives rise to most of the structures in front of the eye. Morphogenetic defects of these structures can impair aqueous humor outflow, leading to elevated intraocular pressure and glaucoma. Mutations in collagen type IV alpha 1 (COL4A1) and alpha 2 (COL4A2) cause Gould syndrome - a multisystem disorder often characterized by variable cerebrovascular, ocular, renal, and neuromuscular manifestations. Approximately one-third of individuals with COL4A1 and COL4A2 mutations have ocular anterior segment dysgenesis (ASD), including congenital glaucoma resulting from abnormalities of POM-derived structures. POM differentiation has been a major focus of ASD research, but the underlying cellular mechanisms are still unclear. Moreover, earlier events including NCC migration and survival defects have been implicated in ASD; however, their roles are not as well understood. Vascular defects are among the most common consequences of COL4A1 and COL4A2 mutations and can influence NCC survival and migration. We therefore hypothesized that NCC migration might be impaired by COL4A1 and COL4A2 mutations. In this study, we used 3D confocal microscopy, gross morphology, and quantitative analyses to test NCC migration in Col4a1 mutant mice. We show that homozygous Col4a1 mutant embryos have severe embryonic growth retardation and lethality, and we identified a potential maternal effect on embryo development. Cerebrovascular defects in heterozygous Col4a1 mutant embryos were present as early as E9.0, showing abnormal cerebral vasculature plexus remodeling compared to controls. We detected abnormal NCC migration within the diencephalic stream and the POM in heterozygous Col4a1 mutants whereby mutant NCCs formed smaller diencephalic migratory streams and POMs. In these settings, migratory NCCs within the diencephalic stream and POM localize farther away from the developing vasculature. Our results show for the first time that Col4a1 mutations lead to cranial NCCs migratory defects in the context of early onset defective angiogenesis without affecting cell numbers, possibly impacting the relation between NCCs and the blood vessels during ASD development.
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Affiliation(s)
- Corinna Cozzitorto
- Department of Ophthalmology, University of California, San Francisco, CA 94158, United States.
| | - Zoe Peltz
- Department of Ophthalmology, University of California, San Francisco, CA 94158, United States
| | - Lourdes M Flores
- Department of Ophthalmology, University of California, San Francisco, CA 94158, United States
| | - Luca Della Santina
- Department of Ophthalmology, University of California, San Francisco, CA 94158, United States.
| | - Mao Mao
- Department of Ophthalmology, University of California, San Francisco, CA 94158, United States
| | - Douglas B Gould
- Department of Ophthalmology, University of California, San Francisco, CA 94158, United States; Department of Anatomy, Cardiovascular Research Institute, Bakar Aging Research Institute, and Institute for Human Genetics, University of California, San Francisco, United States.
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3
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Gasparini S, Balestrini S, Saccaro LF, Bacci G, Panichella G, Montomoli M, Cantalupo G, Bigoni S, Mancano G, Pellacani S, Leuzzi V, Volpi N, Mari F, Melani F, Cavallin M, Pisano T, Porcedda G, Vaglio A, Mei D, Barba C, Parrini E, Guerrini R. Multiorgan manifestations of COL4A1 and COL4A2 variants and proposal for a clinical management protocol. AMERICAN JOURNAL OF MEDICAL GENETICS. PART C, SEMINARS IN MEDICAL GENETICS 2024:e32099. [PMID: 39016117 DOI: 10.1002/ajmg.c.32099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 06/23/2024] [Accepted: 06/28/2024] [Indexed: 07/18/2024]
Abstract
COL4A1/2 variants are associated with highly variable multiorgan manifestations. Depicting the whole clinical spectrum of COL4A1/2-related manifestations is challenging, and there is no consensus on management and preventative strategies. Based on a systematic review of current evidence on COL4A1/2-related disease, we developed a clinical questionnaire that we administered to 43 individuals from 23 distinct families carrying pathogenic variants. In this cohort, we extended ophthalmological and cardiological examinations to asymptomatic individuals and those with only limited or mild, often nonspecific, clinical signs commonly occurring in the general population (i.e., oligosymptomatic). The most frequent clinical findings emerging from both the literature review and the questionnaire included stroke (203/685, 29.6%), seizures or epilepsy (199/685, 29.0%), intellectual disability or developmental delay (168/685, 24.5%), porencephaly/schizencephaly (168/685, 24.5%), motor impairment (162/685, 23.6%), cataract (124/685, 18.1%), hematuria (63/685, 9.2%), and retinal arterial tortuosity (58/685, 8.5%). In oligosymptomatic and asymptomatic carriers, ophthalmological investigations detected retinal vascular tortuosity (5/13, 38.5%), dysgenesis of the anterior segment (4/13, 30.8%), and cataract (2/13, 15.4%), while cardiological investigations were unremarkable except for mild ascending aortic ectasia in 1/8 (12.5%). Our multimodal approach confirms highly variable penetrance and expressivity in COL4A1/2-related conditions, even at the intrafamilial level with neurological involvement being the most frequent and severe finding in both children and adults. We propose a protocol for prevention and management based on individualized risk estimation and periodic multiorgan evaluations.
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Affiliation(s)
- Simone Gasparini
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS (full member of the European Reference Network EpiCARE), Florence, Italy
- University of Florence, Florence, Italy
| | - Simona Balestrini
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS (full member of the European Reference Network EpiCARE), Florence, Italy
- University of Florence, Florence, Italy
| | - Luigi Francesco Saccaro
- Department of Psychiatry, Geneva University and Geneva University Hospitals, Geneva, Switzerland
| | - Giacomo Bacci
- Pediatric Ophthalmology Unit, Meyer Children's Hospital IRCCS, Florence, Italy
| | - Giorgia Panichella
- University of Florence, Florence, Italy
- Department of Clinical and Experimental Medicine, University Hospital Careggi, Florence, Italy
| | - Martino Montomoli
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS (full member of the European Reference Network EpiCARE), Florence, Italy
| | - Gaetano Cantalupo
- Child Neuropsychiatry Unit, University Hospital of Verona (full member of the European Reference Network EpiCARE), Verona, Italy
- Department of Engineering for Innovation Medicine, Innovation Biomedicine Section, University of Verona, Verona, Italy
- Center for Research on Epilepsy in Pediatric Age (CREP), University Hospital of Verona, Verona, Italy
| | - Stefania Bigoni
- Medical Genetics Unit, Ferrara University Hospital, Ferrara, Italy
| | - Giorgia Mancano
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS (full member of the European Reference Network EpiCARE), Florence, Italy
| | - Simona Pellacani
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS (full member of the European Reference Network EpiCARE), Florence, Italy
- University of Florence, Florence, Italy
| | - Vincenzo Leuzzi
- Unit of Child Neurology and Psychiatry, Department of Human Neuroscience, Sapienza University of Rome, Rome, Italy
| | - Nila Volpi
- Neurology and Clinical Neurophysiology Unit, Department of Medical, Surgical and Neurological Sciences, University of Siena, Siena, Italy
| | - Francesco Mari
- Child and Adolescent Epilepsy and Clinical Neurophysiology Departmental Unit, USL Centro Toscana, Prato, Italy
| | - Federico Melani
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS (full member of the European Reference Network EpiCARE), Florence, Italy
| | - Mara Cavallin
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS (full member of the European Reference Network EpiCARE), Florence, Italy
| | - Tiziana Pisano
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS (full member of the European Reference Network EpiCARE), Florence, Italy
| | - Giulio Porcedda
- Department of Paediatric Cardiology, Meyer Children's Hospital IRCCS, Florence, Italy
| | - Augusto Vaglio
- Nephrology and Dialysis Unit, Meyer Children's Hospital IRCCS, Florence, Italy
- Department of Biomedical, Experimental and Clinical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Davide Mei
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS (full member of the European Reference Network EpiCARE), Florence, Italy
| | - Carmen Barba
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS (full member of the European Reference Network EpiCARE), Florence, Italy
- University of Florence, Florence, Italy
| | - Elena Parrini
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS (full member of the European Reference Network EpiCARE), Florence, Italy
| | - Renzo Guerrini
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS (full member of the European Reference Network EpiCARE), Florence, Italy
- University of Florence, Florence, Italy
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Huang B, Chen A, Sun Y, He Q. The Role of Aging in Intracerebral Hemorrhage. Brain Sci 2024; 14:613. [PMID: 38928613 PMCID: PMC11201415 DOI: 10.3390/brainsci14060613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 06/10/2024] [Accepted: 06/17/2024] [Indexed: 06/28/2024] Open
Abstract
Intracerebral hemorrhage (ICH) is the cerebrovascular disease with the highest disability and mortality rates, causing severe damage to the health of patients and imposing a significant socioeconomic burden. Aging stands as a foremost risk factor for ICH, with a significant escalation in ICH incidence within the elderly demographic, highlighting a close association between ICH and aging. In recent years, with the acceleration of the "aging society" trend, exploring the intricate relationship between aging and ICH has become increasingly urgent and worthy of in-depth attention. We have summarized the characteristics of ICH in the elderly, reviewing how aging influences the onset and development of ICH by examining its etiology and the mechanisms of damage via ICH. Additionally, we explored the potential impacts of ICH on accelerated aging, including its effects on cognitive abilities, quality of life, and lifespan. This review aims to reveal the connection between aging and ICH, providing new ideas and insights for future ICH research.
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Affiliation(s)
| | | | | | - Quanwei He
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
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5
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Zhukovsky P, Tio ES, Coughlan G, Bennett DA, Wang Y, Hohman TJ, Pizzagalli DA, Mulsant BH, Voineskos AN, Felsky D. Genetic influences on brain and cognitive health and their interactions with cardiovascular conditions and depression. Nat Commun 2024; 15:5207. [PMID: 38890310 PMCID: PMC11189393 DOI: 10.1038/s41467-024-49430-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 06/04/2024] [Indexed: 06/20/2024] Open
Abstract
Approximately 40% of dementia cases could be prevented or delayed by modifiable risk factors related to lifestyle and environment. These risk factors, such as depression and vascular disease, do not affect all individuals in the same way, likely due to inter-individual differences in genetics. However, the precise nature of how genetic risk profiles interact with modifiable risk factors to affect brain health is poorly understood. Here we combine multiple data resources, including genotyping and postmortem gene expression, to map the genetic landscape of brain structure and identify 367 loci associated with cortical thickness and 13 loci associated with white matter hyperintensities (P < 5×10-8), with several loci also showing a significant association with cognitive function. We show that among 220 unique genetic loci associated with cortical thickness in our genome-wide association studies (GWAS), 95 also showed evidence of interaction with depression or cardiovascular conditions. Polygenic risk scores based on our GWAS of inferior frontal thickness also interacted with hypertension in predicting executive function in the Canadian Longitudinal Study on Aging. These findings advance our understanding of the genetic underpinning of brain structure and show that genetic risk for brain and cognitive health is in part moderated by treatable mid-life factors.
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Grants
- P30 AG072975 NIA NIH HHS
- U01 AG046152 NIA NIH HHS
- U01 AG061356 NIA NIH HHS
- R01 AG017917 NIA NIH HHS
- P30 AG010161 NIA NIH HHS
- R01 AG059716 NIA NIH HHS
- Wellcome Trust
- R01 AG015819 NIA NIH HHS
- Gouvernement du Canada | Instituts de Recherche en Santé du Canada | CIHR Skin Research Training Centre (Skin Research Training Centre)
- D.F. is supported by the generous contributions from the Michael and Sonja Koerner Foundation and the Krembil Family Foundation. D.F. is also supported in part by the Centre for Addiction and Mental Health (CAMH) Discovery Fund and CIHR.
- PZ was funded by the Canadian Institute of Health Research Postdoctoral Fellowship.
- Over the past 3 years, D.A.P has received consulting fees from Albright Stonebridge Group, Boehringer Ingelheim, Compass Pathways, Engrail Therapeutics, Neumora Therapeutics (formerly BlackThorn Therapeutics), Neurocrine Biosciences, Neuroscience Software, Otsuka, Sunovion, and Takeda; he has received honoraria from the Psychonomic Society and American Psychological Association (for editorial work) and from Alkermes; he has received research funding from the Brain and Behavior Research Foundation, the Dana Foundation, Millennium Pharmaceuticals, Wellcome Leap MCPsych, and NIMH; he has received stock options from Compass Pathways, Engrail Therapeutics, Neumora Therapeutics, and Neuroscience Software. No funding from these entities was used to support the current work, and all views expressed are solely those of the authors.
- U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (NIMH)
- A.N.V. currently receives funding from CIHR, the NIH, the National Sciences and Engineering Research Council (NSERC), the CAMH Foundation, and the University of Toronto. E.S.T. was funded by the Ontario Graduate Scholarship.
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Affiliation(s)
- Peter Zhukovsky
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, M5T 1R8, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5T 1R8, Canada
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Earvin S Tio
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5S 1A8, Canada
| | - Gillian Coughlan
- Department of Neurology, Massachusetts General Hospital, Boston, MA, 02129, USA
| | - David A Bennett
- Department of Neurological Sciences, RUSH Medical College, Chicago, IL, 60612, USA
| | - Yanling Wang
- Department of Neurological Sciences, RUSH Medical College, Chicago, IL, 60612, USA
| | - Timothy J Hohman
- Vanderbilt Memory & Alzheimer's Center, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Diego A Pizzagalli
- Department of Psychiatry, Harvard Medical School and Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, MA, 02478, USA
| | - Benoit H Mulsant
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, M5T 1R8, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5T 1R8, Canada
| | - Aristotle N Voineskos
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, M5T 1R8, Canada.
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5T 1R8, Canada.
| | - Daniel Felsky
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5T 1R8, Canada.
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada.
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5S 1A8, Canada.
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5S 1A8, Canada.
- Rotman Research Institute, Baycrest Hospital, Toronto, ON, M6A 2E1, Canada.
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6
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Malik R, Beaufort N, Li J, Tanaka K, Georgakis MK, He Y, Koido M, Terao C, Japan B, Anderson CD, Kamatani Y, Zand R, Dichgans M. Genetically proxied HTRA1 protease activity and circulating levels independently predict risk of ischemic stroke and coronary artery disease. NATURE CARDIOVASCULAR RESEARCH 2024; 3:701-713. [PMID: 39196222 DOI: 10.1038/s44161-024-00475-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 04/23/2024] [Indexed: 08/29/2024]
Abstract
Genetic variants in HTRA1 are associated with stroke risk. However, the mechanisms mediating this remain largely unknown, as does the full spectrum of phenotypes associated with genetic variation in HTRA1. Here we show that rare HTRA1 variants are linked to ischemic stroke in the UK Biobank and BioBank Japan. Integrating data from biochemical experiments, we next show that variants causing loss of protease function associated with ischemic stroke, coronary artery disease and skeletal traits in the UK Biobank and MyCode cohorts. Moreover, a common variant modulating circulating HTRA1 mRNA and protein levels enhances the risk of ischemic stroke and coronary artery disease while lowering the risk of migraine and macular dystrophy in genome-wide association study, UK Biobank, MyCode and BioBank Japan data. We found no interaction between proxied HTRA1 activity and levels. Our findings demonstrate the role of HTRA1 for cardiovascular diseases and identify two mechanisms as potential targets for therapeutic interventions.
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Affiliation(s)
- Rainer Malik
- Institute for Stroke and Dementia Research (ISD), University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Nathalie Beaufort
- Institute for Stroke and Dementia Research (ISD), University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Jiang Li
- Department of Molecular and Functional Genomics, Geisinger Health System, Danville, PA, USA
| | - Koki Tanaka
- Laboratory of Complex Trait Genomics, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, Tokyo, Japan
| | - Marios K Georgakis
- Institute for Stroke and Dementia Research (ISD), University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Yunye He
- Laboratory of Complex Trait Genomics, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, Tokyo, Japan
| | - Masaru Koido
- Laboratory of Complex Trait Genomics, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, Tokyo, Japan
- Laboratory for Statistical and Translational Genetics, RIKEN Center for Integrative Medical Sciences, Kanagawa, Japan
| | - Chikashi Terao
- Laboratory for Statistical and Translational Genetics, RIKEN Center for Integrative Medical Sciences, Kanagawa, Japan
| | - BioBank Japan
- Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Christopher D Anderson
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of Harvard and Massachusetts Institute of Technology, Boston, MA, USA
- McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
| | - Yoichiro Kamatani
- Laboratory of Complex Trait Genomics, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, Tokyo, Japan
| | - Ramin Zand
- Department of Neurology, Pennsylvania State University, Hershey, PA, USA
- Department of Neurology, Neuroscience Institute, Geisinger Health System, Danville, PA, USA
| | - Martin Dichgans
- Institute for Stroke and Dementia Research (ISD), University Hospital, Ludwig Maximilian University of Munich, Munich, Germany.
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.
- German Center for Cardiovascular Research (DZHK), Munich, Germany.
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany.
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Wang H, Zhu Y, Zheng L, Chen M, Hao Z, Guo R, Feng L, Wang D. Association of the COL4A2 Gene Polymorphisms with Primary Intracerebral Hemorrhage Risk and Outcome in Chinese Han Population. Mol Neurobiol 2024:10.1007/s12035-024-04146-z. [PMID: 38565785 DOI: 10.1007/s12035-024-04146-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 03/23/2024] [Indexed: 04/04/2024]
Abstract
The relationship of single nucleotide polymorphisms (SNPs) in COL4A2 gene with risk and outcome of primary intracerebral hemorrhage (ICH) in the Chinese Han population remains unclear, which was investigated in this study. Primary ICH patients and non-stroke controls of Chinese Han ethnicity were enrolled. The genotypes of 8 tag-SNPs were determined using a custom-by-design 48-Plex SNPscan Kit. Poor 3-month outcome was defined as modified Rankin Scale score 4-6. Logistic regression was employed to examine association between COL4A2 variants and risk and poor outcome of primary ICH. 323 patients with primary ICH and 376 stroke-free controls were included. Compared to controls, the rs1049931 G and rs1049906 C alleles were associated with increased ICH risk (p = 0.027 and 0.033), and these two allele counts increased this risk after adjustments respectively (additive model: adjusted OR [aOR] 1.41, 95% CI 1.03-1.94, corrected p = 0.043; aOR 1.37, 95% CI 1.01-1.86, corrected p = 0.043). The rs1049931 AG/GG and rs1049906 CT/CC genotypes showed increased susceptibility to non-lobar hemorrhage (aOR 1.63, 95% CI 1.06-2.50, p = 0.025; aOR 1.63, 95% CI 1.07-2.47, p = 0.022). Haplotype analysis revealed an association between rs1049906-rs1049931 haplotype CG and ICH risk (OR 1.36, 95% CI 1.05-1.78, p = 0.021). Regarding clinical outcome, the rs3803230 C allele (dominant model: aOR 1.94, 95% CI 1.04-3.63, p = 0.037) and haplotype AC of rs7990214-rs3803230 (OR 1.98, 95% CI 1.13-3.46, p = 0.015) contributed to 3-month poor outcome. The COL4A2 polymorphisms are associated with an increased risk of primary ICH, mainly non-lobar hemorrhage, and with long-term poor outcome after ICH in Chinese Han population.
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Affiliation(s)
- Huan Wang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Yuyi Zhu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Lukai Zheng
- Institute for Stroke and Dementia Research, University Hospital, LMU Munich, 81377, Munich, Germany
| | - Mingxi Chen
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Zilong Hao
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Rui Guo
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Ling Feng
- Department of Neurology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, 610041, China.
| | - Deren Wang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China.
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, 610041, China.
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8
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Tvaroška I. Glycosylation Modulates the Structure and Functions of Collagen: A Review. Molecules 2024; 29:1417. [PMID: 38611696 PMCID: PMC11012932 DOI: 10.3390/molecules29071417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 03/19/2024] [Accepted: 03/20/2024] [Indexed: 04/14/2024] Open
Abstract
Collagens are fundamental constituents of the extracellular matrix and are the most abundant proteins in mammals. Collagens belong to the family of fibrous or fiber-forming proteins that self-assemble into fibrils that define their mechanical properties and biological functions. Up to now, 28 members of the collagen superfamily have been recognized. Collagen biosynthesis occurs in the endoplasmic reticulum, where specific post-translational modification-glycosylation-is also carried out. The glycosylation of collagens is very specific and adds β-d-galactopyranose and β-d-Glcp-(1→2)-d-Galp disaccharide through β-O-linkage to hydroxylysine. Several glycosyltransferases, namely COLGALT1, COLGALT2, LH3, and PGGHG glucosidase, were associated the with glycosylation of collagens, and recently, the crystal structure of LH3 has been solved. Although not fully understood, it is clear that the glycosylation of collagens influences collagen secretion and the alignment of collagen fibrils. A growing body of evidence also associates the glycosylation of collagen with its functions and various human diseases. Recent progress in understanding collagen glycosylation allows for the exploitation of its therapeutic potential and the discovery of new agents. This review will discuss the relevant contributions to understanding the glycosylation of collagens. Then, glycosyltransferases involved in collagen glycosylation, their structure, and catalytic mechanism will be surveyed. Furthermore, the involvement of glycosylation in collagen functions and collagen glycosylation-related diseases will be discussed.
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Affiliation(s)
- Igor Tvaroška
- Institute of Chemistry, Slovak Academy of Sciences, 845 38 Bratislava, Slovakia
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9
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Haroon H, Ho AMC, Gupta VK, Dasari S, Sellgren CM, Cervenka S, Engberg G, Eren F, Erhardt S, Sung J, Choi DS. Cerebrospinal fluid proteomic signatures are associated with symptom severity of first-episode psychosis. J Psychiatr Res 2024; 171:306-315. [PMID: 38340697 PMCID: PMC10995989 DOI: 10.1016/j.jpsychires.2024.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 01/04/2024] [Accepted: 02/01/2024] [Indexed: 02/12/2024]
Abstract
Apart from their diagnostic, monitoring, or prognostic utility in clinical settings, molecular biomarkers may be instrumental in understanding the pathophysiology of psychiatric disorders, including schizophrenia. Using untargeted metabolomics, we recently identified eight cerebrospinal fluid (CSF) metabolites unique to first-episode psychosis (FEP) subjects compared to healthy controls (HC). In this study, we sought to investigate the CSF proteomic signatures associated with FEP. We employed 16-plex tandem mass tag (TMT) mass spectrometry (MS) to examine the relative protein abundance in CSF samples of 15 individuals diagnosed with FEP and 15 age-and-sex-matched healthy controls (HC). Multiple linear regression model (MLRM) identified 16 differentially abundant CSF proteins between FEP and HC at p < 0.01. Among them, the two most significant CSF proteins were collagen alpha-2 (IV) chain (COL4A2: standard mean difference [SMD] = -1.12, p = 1.64 × 10-4) and neuron-derived neurotrophic factor (NDNF: SMD = -1.03, p = 4.52 × 10-4) both of which were down-regulated in FEP subjects compared to HC. We also identified several potential CSF proteins associated with the pathophysiology and the symptom profile and severity in FEP subjects, including COL4A2, NDNF, hornerin (HRNR), contactin-6 (CNTN6), voltage-dependent calcium channel subunit alpha-2/delta-3 (CACNA2D3), tropomyosin alpha-3 chain (TPM3 and TPM4). Moreover, several protein signatures were associated with cognitive performance. Although the results need replication, our exploratory study suggests that CSF protein signatures can be used to increase the understanding of the pathophysiology of psychosis.
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Affiliation(s)
- Humza Haroon
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Ada Man-Choi Ho
- Department of Psychiatry and Psychology, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Vinod K Gupta
- Division of Surgery Research, Department of Surgery, Rochester, MN, USA; Microbiome Program, Center for Individualized Medicine, Rochester, MN, USA
| | - Surendra Dasari
- Division of Biomedical Statistics and Informatics, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Carl M Sellgren
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden; Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden
| | - Simon Cervenka
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden; Department of Medical Sciences, Psychiatry, Uppsala University, Uppsala, Sweden
| | - Göran Engberg
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Feride Eren
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Sophie Erhardt
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Jaeyun Sung
- Division of Surgery Research, Department of Surgery, Rochester, MN, USA; Microbiome Program, Center for Individualized Medicine, Rochester, MN, USA; Division of Rheumatology, Department of Internal Medicine, Rochester, MN, USA
| | - Doo-Sup Choi
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic College of Medicine and Science, Rochester, MN, USA; Department of Psychiatry and Psychology, Mayo Clinic College of Medicine and Science, Rochester, MN, USA; Neuroscience Program, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
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10
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Markasz L, Mobini-Far H, Sindelar R. Collagen type IV alpha 1 chain (COL4A1) expression in the developing human lung. BMC Pulm Med 2024; 24:75. [PMID: 38331745 PMCID: PMC10851591 DOI: 10.1186/s12890-024-02875-4] [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: 10/11/2023] [Accepted: 01/22/2024] [Indexed: 02/10/2024] Open
Abstract
BACKGROUND Collagen type IV alpha 1 chain (COL4A1) in the basement membrane is an important component during lung development, as suggested from animal models where COL4A1 has been shown to regulate alveolarization and angiogenesis. Less is known about its role in human lung development. Our aim was to study COL4A1 expression in preterm infants with different lung maturational and clinical features. METHODS COL4A1 expression in 115 lung samples from newborn infants (21-41 weeks' gestational age; 0-228 days' postnatal age [PNA]) was studied by immunohistochemistry combined with digital image analysis. Cluster analysis was performed to find subgroups according to immunohistologic and clinical data. RESULTS Patients were automatically categorized into 4 Groups depending on their COL4A1 expression. Expression of COL4A1 was mainly extracellular in Group 1, low in Group 2, intracellular in Group 3, and both extra- and intracellular in Group 4. Intracellular/extracellular ratio of COL4A1 expression related to PNA showed a distinctive postnatal maturational pattern on days 1-7, where intracellular expression of COL4A1 was overrepresented in extremely preterm infants. CONCLUSIONS COL4A1 expression seems to be highly dynamic during the postnatal life due to a possible rapid remodeling of the basement membrane. Intracellular accumulation of COL4A1 in the lungs of extremely premature infants occurs more frequently between 1 and 7 postnatal days than during the first 24 hours. In view of the lung arrest described in extremely preterm infants, the pathological and/or developmental role of postnatally increased intracellular COL4A1 as marker for basement membrane turnover, needs to be further investigated.
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Affiliation(s)
- Laszlo Markasz
- Department of Women's and Children's Health, Uppsala University, Uppsala, SE-751 85, Sweden.
| | - Hamid Mobini-Far
- Department of Pathology, Uppsala University Hospital, Uppsala, Sweden
| | - Richard Sindelar
- Department of Women's and Children's Health, Uppsala University, Uppsala, SE-751 85, Sweden
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11
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Jones RA, Trejo B, Sil P, Little KA, Pasolli HA, Joyce B, Posfai E, Devenport D. An mTurq2-Col4a1 mouse model allows for live visualization of mammalian basement membrane development. J Cell Biol 2024; 223:e202309074. [PMID: 38051393 PMCID: PMC10697824 DOI: 10.1083/jcb.202309074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 11/03/2023] [Accepted: 11/15/2023] [Indexed: 12/07/2023] Open
Abstract
Basement membranes (BMs) are specialized sheets of extracellular matrix that underlie epithelial and endothelial tissues. BMs regulate the traffic of cells and molecules between compartments, and participate in signaling, cell migration, and organogenesis. The dynamics of mammalian BMs, however, are poorly understood, largely due to a lack of models in which core BM components are endogenously labeled. Here, we describe the mTurquoise2-Col4a1 mouse in which we fluorescently tag collagen IV, the main component of BMs. Using an innovative planar-sagittal live imaging technique to visualize the BM of developing skin, we directly observe BM deformation during hair follicle budding and basal progenitor cell divisions. The BM's inherent pliability enables dividing cells to remain attached to and deform the BM, rather than lose adhesion as generally thought. Using FRAP, we show BM collagen IV is extremely stable, even during periods of rapid epidermal growth. These findings demonstrate the utility of the mTurq2-Col4a1 mouse to shed new light on mammalian BM developmental dynamics.
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Affiliation(s)
- Rebecca A. Jones
- Department of Molecular Biology, Princeton University, Princeton, NJ, USA
| | - Brandon Trejo
- Department of Molecular Biology, Princeton University, Princeton, NJ, USA
| | - Parijat Sil
- Department of Molecular Biology, Princeton University, Princeton, NJ, USA
| | | | - H. Amalia Pasolli
- Electron Microscopy Resource Center, The Rockefeller University, New York, NY, USA
| | - Bradley Joyce
- Department of Molecular Biology, Princeton University, Princeton, NJ, USA
| | - Eszter Posfai
- Department of Molecular Biology, Princeton University, Princeton, NJ, USA
| | - Danelle Devenport
- Department of Molecular Biology, Princeton University, Princeton, NJ, USA
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12
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Lartey NL, van der Ent M, Alonzo R, Chen D, King PD. A temporally-restricted pattern of endothelial cell collagen 4 alpha 1 expression during embryonic development determined with a novel knockin Col4a1-P2A-eGFP mouse line. Genesis 2024; 62:e23539. [PMID: 37501352 PMCID: PMC10817998 DOI: 10.1002/dvg.23539] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 06/29/2023] [Accepted: 07/18/2023] [Indexed: 07/29/2023]
Abstract
Classical collagen type IV comprising of a heterotrimer of two collagen IV alpha 1 chains and one collagen IV alpha 2 chain is the principal type of collagen synthesized by endothelial cells (EC) and is a major constituent of vascular basement membranes. In mouse and man, mutations in genes that encode collagen IV alpha 1 and alpha 2 result in vascular dysfunction. In addition, mutations in genes that encode the Ephrin receptor B4 (EPHB4) and the p120 Ras GTPase-activating protein (RASA1) that cause increased activation of the Ras mitogen-activated protein kinase (MAPK) signaling pathway in EC result in vascular dysfunction as a consequence of impaired export of collagen IV. To understand the pathogenesis of collagen IV-related vascular diseases and phenotypes it is necessary to identify at which times collagen IV is actively synthesized by EC. For this purpose, we used CRISPR/Cas9 targeting in mice to include immediately after the terminal Col4a1 codon a sequence that specifies a P2A peptide followed by enhanced green fluorescent protein (eGFP). Analysis of eGFP expression in Col4a1-P2A-eGFP mice revealed active embryonic EC synthesis of collagen IV alpha 1 through mid to late gestation followed by a sharp decline before birth. These results provide a contextual framework for understanding the basis for the varied vascular abnormalities resulting from perturbation of EC expression and export of functional collagen IV.
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Affiliation(s)
- Nathaniel L. Lartey
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan 48109
- These authors contributed equally
| | - Martijn van der Ent
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan 48109
- These authors contributed equally
| | - Roxann Alonzo
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan 48109
| | - Di Chen
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan 48109
| | - Philip D. King
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan 48109
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13
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Cordoba-Caballero J, Perkins JR, García-Criado F, Gallego D, Navarro-Sánchez A, Moreno-Estellés M, Garcés C, Bonet F, Romá-Mateo C, Toro R, Perez B, Sanz P, Kohl M, Rojano E, Seoane P, Ranea JAG. Exploring miRNA-target gene pair detection in disease with coRmiT. Brief Bioinform 2024; 25:bbae060. [PMID: 38436559 PMCID: PMC10939301 DOI: 10.1093/bib/bbae060] [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: 09/21/2023] [Revised: 12/14/2023] [Accepted: 01/10/2024] [Indexed: 03/05/2024] Open
Abstract
A wide range of approaches can be used to detect micro RNA (miRNA)-target gene pairs (mTPs) from expression data, differing in the ways the gene and miRNA expression profiles are calculated, combined and correlated. However, there is no clear consensus on which is the best approach across all datasets. Here, we have implemented multiple strategies and applied them to three distinct rare disease datasets that comprise smallRNA-Seq and RNA-Seq data obtained from the same samples, obtaining mTPs related to the disease pathology. All datasets were preprocessed using a standardized, freely available computational workflow, DEG_workflow. This workflow includes coRmiT, a method to compare multiple strategies for mTP detection. We used it to investigate the overlap of the detected mTPs with predicted and validated mTPs from 11 different databases. Results show that there is no clear best strategy for mTP detection applicable to all situations. We therefore propose the integration of the results of the different strategies by selecting the one with the highest odds ratio for each miRNA, as the optimal way to integrate the results. We applied this selection-integration method to the datasets and showed it to be robust to changes in the predicted and validated mTP databases. Our findings have important implications for miRNA analysis. coRmiT is implemented as part of the ExpHunterSuite Bioconductor package available from https://bioconductor.org/packages/ExpHunterSuite.
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Affiliation(s)
- Jose Cordoba-Caballero
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Bulevar Louis Pasteur, 31, Málaga, 29010, Spain
- Research Unit, Biomedical Research and Innovation Institute of Cádiz (INiBICA), Puerta del Mar University Hospital, Cádiz, Spain
| | - James R Perkins
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Bulevar Louis Pasteur, 31, Málaga, 29010, Spain
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina (IBIMA-Plataforma BIONAND), C/ Severo Ochoa, 35, Parque Tecnológico de Andalucía (PTA), Campanillas, Málaga, 29590, Spain
| | - Federico García-Criado
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Bulevar Louis Pasteur, 31, Málaga, 29010, Spain
| | - Diana Gallego
- CIBER de Enfermedades Raras (CIBERER), Avda. Monforte de Lemos, 3-5, Pabellón 11, Planta 0, Madrid, 28029, Spain
- Centro de Diagnóstico de Enfermedades Moleculares, Centro de Biología Molecular-SO UAM-CSIC, Universidad Autónoma de Madrid, Campus de Cantoblanco, Madrid, Spain
- Instituto de Investigación Sanitaria IdiPaZ, Madrid, Spain
| | - Alicia Navarro-Sánchez
- CIBER de Enfermedades Raras (CIBERER), Avda. Monforte de Lemos, 3-5, Pabellón 11, Planta 0, Madrid, 28029, Spain
- Departament de Fisiologia, Facultat de Medicina i Odontologia, Universitat de València, Av. Blasco Ibáñez 15, 46010, València, Spain
| | - Mireia Moreno-Estellés
- CIBER de Enfermedades Raras (CIBERER), Avda. Monforte de Lemos, 3-5, Pabellón 11, Planta 0, Madrid, 28029, Spain
- Consejo Superior de Investigaciones Científicas, Instituto de Biomedicina de Valencia, Jaime Roig 11, 46010, Valencia, Spain
| | - Concepción Garcés
- CIBER de Enfermedades Raras (CIBERER), Avda. Monforte de Lemos, 3-5, Pabellón 11, Planta 0, Madrid, 28029, Spain
- Departament de Fisiologia, Facultat de Medicina i Odontologia, Universitat de València, Av. Blasco Ibáñez 15, 46010, València, Spain
| | - Fernando Bonet
- Research Unit, Biomedical Research and Innovation Institute of Cádiz (INiBICA), Puerta del Mar University Hospital, Cádiz, Spain
- Medicine Department, School of Medicine, University of Cádiz, Cádiz, Spain
| | - Carlos Romá-Mateo
- CIBER de Enfermedades Raras (CIBERER), Avda. Monforte de Lemos, 3-5, Pabellón 11, Planta 0, Madrid, 28029, Spain
- Departament de Fisiologia, Facultat de Medicina i Odontologia, Universitat de València, Av. Blasco Ibáñez 15, 46010, València, Spain
- Incliva Biomedical Research Institute, 46010, València, Spain
| | - Rocio Toro
- Research Unit, Biomedical Research and Innovation Institute of Cádiz (INiBICA), Puerta del Mar University Hospital, Cádiz, Spain
- Medicine Department, School of Medicine, University of Cádiz, Cádiz, Spain
| | - Belén Perez
- CIBER de Enfermedades Raras (CIBERER), Avda. Monforte de Lemos, 3-5, Pabellón 11, Planta 0, Madrid, 28029, Spain
- Centro de Diagnóstico de Enfermedades Moleculares, Centro de Biología Molecular-SO UAM-CSIC, Universidad Autónoma de Madrid, Campus de Cantoblanco, Madrid, Spain
- Instituto de Investigación Sanitaria IdiPaZ, Madrid, Spain
| | - Pascual Sanz
- CIBER de Enfermedades Raras (CIBERER), Avda. Monforte de Lemos, 3-5, Pabellón 11, Planta 0, Madrid, 28029, Spain
- Consejo Superior de Investigaciones Científicas, Instituto de Biomedicina de Valencia, Jaime Roig 11, 46010, Valencia, Spain
| | - Matthias Kohl
- Faculty of Medical and Life Sciences, Furtwangen University, Germany
| | - Elena Rojano
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Bulevar Louis Pasteur, 31, Málaga, 29010, Spain
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina (IBIMA-Plataforma BIONAND), C/ Severo Ochoa, 35, Parque Tecnológico de Andalucía (PTA), Campanillas, Málaga, 29590, Spain
| | - Pedro Seoane
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Bulevar Louis Pasteur, 31, Málaga, 29010, Spain
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina (IBIMA-Plataforma BIONAND), C/ Severo Ochoa, 35, Parque Tecnológico de Andalucía (PTA), Campanillas, Málaga, 29590, Spain
- CIBER de Enfermedades Raras (CIBERER), Avda. Monforte de Lemos, 3-5, Pabellón 11, Planta 0, Madrid, 28029, Spain
| | - Juan A G Ranea
- Departamento de Biología Molecular y Bioquímica, Facultad de Ciencias, Universidad de Málaga, Bulevar Louis Pasteur, 31, Málaga, 29010, Spain
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina (IBIMA-Plataforma BIONAND), C/ Severo Ochoa, 35, Parque Tecnológico de Andalucía (PTA), Campanillas, Málaga, 29590, Spain
- CIBER de Enfermedades Raras (CIBERER), Avda. Monforte de Lemos, 3-5, Pabellón 11, Planta 0, Madrid, 28029, Spain
- Instituto Nacional de Bioinformática (INB/ELIXIR-ES), Instituto de Salud Carlos III (ISCIII), C/ Sinesio Delgado, 4, Madrid, 28029, Spain
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14
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Al-Thani M, Goodwin-Trotman M, Bell S, Patel K, Fleming LK, Vilain C, Abramowicz M, Allan SM, Wang T, Cader MZ, Horsburgh K, Van Agtmael T, Sinha S, Markus HS, Granata A. A novel human iPSC model of COL4A1/A2 small vessel disease unveils a key pathogenic role of matrix metalloproteinases. Stem Cell Reports 2023; 18:2386-2399. [PMID: 37977146 PMCID: PMC10724071 DOI: 10.1016/j.stemcr.2023.10.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 10/19/2023] [Accepted: 10/20/2023] [Indexed: 11/19/2023] Open
Abstract
Cerebral small vessel disease (SVD) affects the small vessels in the brain and is a leading cause of stroke and dementia. Emerging evidence supports a role of the extracellular matrix (ECM), at the interface between blood and brain, in the progression of SVD pathology, but this remains poorly characterized. To address ECM role in SVD, we developed a co-culture model of mural and endothelial cells using human induced pluripotent stem cells from patients with COL4A1/A2 SVD-related mutations. This model revealed that these mutations induce apoptosis, migration defects, ECM remodeling, and transcriptome changes in mural cells. Importantly, these mural cell defects exert a detrimental effect on endothelial cell tight junctions through paracrine actions. COL4A1/A2 models also express high levels of matrix metalloproteinases (MMPs), and inhibiting MMP activity partially rescues the ECM abnormalities and mural cell phenotypic changes. These data provide a basis for targeting MMP as a therapeutic opportunity in SVD.
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Affiliation(s)
- Maha Al-Thani
- Department of Clinical Neurosciences, Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge and Royal Papworth Hospital, Cambridge, UK
| | - Mary Goodwin-Trotman
- Department of Clinical Neurosciences, Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge and Royal Papworth Hospital, Cambridge, UK
| | - Steven Bell
- Department of Clinical Neurosciences, Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge and Royal Papworth Hospital, Cambridge, UK
| | - Krushangi Patel
- Department of Clinical Neurosciences, Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge and Royal Papworth Hospital, Cambridge, UK
| | - Lauren K Fleming
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
| | - Catheline Vilain
- Department of Genetics, Hôpital Erasme, ULB Center of Human Genetics, Universite Libre de Bruxelles, Bruxelles, Belgium
| | - Marc Abramowicz
- Department of Genetics, Hôpital Erasme, ULB Center of Human Genetics, Universite Libre de Bruxelles, Bruxelles, Belgium
| | - Stuart M Allan
- Division of Neuroscience, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - Tao Wang
- Geoffrey Jefferson Brain Research Centre, Manchester Academic Health Science Centre, Northern Care Alliance NHS Foundation Trust, The University of Manchester, Manchester, UK; Division of Evolution, Infection and Genomics, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - M Zameel Cader
- Nuffield Department of Clinical Neurosciences, Kavli Institute of Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, Sherrington Road, University of Oxford, Oxford, UK
| | - Karen Horsburgh
- Centre for Discovery Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Tom Van Agtmael
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
| | - Sanjay Sinha
- Wellcome-MRC Cambridge Stem Cell Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, UK
| | - Hugh S Markus
- Department of Neurology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Alessandra Granata
- Department of Clinical Neurosciences, Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge and Royal Papworth Hospital, Cambridge, UK.
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15
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Dilliott AA, Berberian SA, Sunderland KM, Binns MA, Zimmer J, Ozzoude M, Scott CJM, Gao F, Lang AE, Breen DP, Tartaglia MC, Tan B, Swartz RH, Rogaeva E, Borrie M, Finger E, Fischer CE, Frank A, Freedman M, Kumar S, Pasternak S, Pollock BG, Rajji TK, Tang-Wai DF, Abrahao A, Turnbull J, Zinman L, Casaubon L, Dowlatshahi D, Hassan A, Mandzia J, Sahlas D, Saposnik G, Grimes D, Marras C, Steeves T, Masellis M, Farhan SMK, Bartha R, Symons S, Hegele RA, Black SE, Ramirez J. Rare neurovascular genetic and imaging markers across neurodegenerative diseases. Alzheimers Dement 2023; 19:5583-5595. [PMID: 37272523 DOI: 10.1002/alz.13316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 05/09/2023] [Accepted: 05/10/2023] [Indexed: 06/06/2023]
Abstract
INTRODUCTION Cerebral small vessel disease (SVD) is common in patients with cognitive impairment and neurodegenerative diseases such as Alzheimer's and Parkinson's. This study investigated the burden of magnetic resonance imaging (MRI)-based markers of SVD in patients with neurodegenerative diseases as a function of rare genetic variant carrier status. METHODS The Ontario Neurodegenerative Disease Research Initiative study included 520 participants, recruited from 14 tertiary care centers, diagnosed with various neurodegenerative diseases and determined the carrier status of rare non-synonymous variants in five genes (ABCC6, COL4A1/COL4A2, NOTCH3/HTRA1). RESULTS NOTCH3/HTRA1 were found to significantly influence SVD neuroimaging outcomes; however, the mechanisms by which these variants contribute to disease progression or worsen clinical correlates are not yet understood. DISCUSSION Further studies are needed to develop genetic and imaging neurovascular markers to enhance our understanding of their potential contribution to neurodegenerative diseases.
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Affiliation(s)
- Allison A Dilliott
- Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montréal, Quebec, Canada
| | - Stephanie A Berberian
- Dr. Sandra Black Centre for Brain Resilience and Recovery, LC Campbell Cognitive Neurology, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Kelly M Sunderland
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
| | - Malcolm A Binns
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
- Division of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Julia Zimmer
- Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montréal, Quebec, Canada
| | - Miracle Ozzoude
- Dr. Sandra Black Centre for Brain Resilience and Recovery, LC Campbell Cognitive Neurology, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Ontario, Canada
| | - Christopher J M Scott
- Dr. Sandra Black Centre for Brain Resilience and Recovery, LC Campbell Cognitive Neurology, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Fuqiang Gao
- Dr. Sandra Black Centre for Brain Resilience and Recovery, LC Campbell Cognitive Neurology, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Anthony E Lang
- Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, Toronto, Ontario, Canada
| | - David P Breen
- Centre for Clinical Brain Sciences, University of Edinburgh; Anne Rowling Regenerative Neurology Clinic, University of Edinburgh; Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, UK
| | - Maria C Tartaglia
- Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, Toronto, Ontario, Canada
- Division of Neurology, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Brian Tan
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
| | - Richard H Swartz
- Dr. Sandra Black Centre for Brain Resilience and Recovery, LC Campbell Cognitive Neurology, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
- Department of Medicine (Neurology), Sunnybrook Health Sciences and University of Toronto, Ontario, Canada
- Heart and Stroke Foundation Canadian Partnership for Stroke Recovery, Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Ekaterina Rogaeva
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Ontario, Canada
| | - Michael Borrie
- Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
- St. Joseph's Healthcare Centre, London, Ontario, Canada
| | - Elizabeth Finger
- Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Corinne E Fischer
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Andrew Frank
- Department of Medicine (Neurology), University of Ottawa Brain and Mind Research Institute and Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Bruyère Research Institute, Ottawa, Ontario, Canada
| | - Morris Freedman
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
- Department of Medicine (Neurology), Baycrest Health Sciences, Mt. Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Sanjeev Kumar
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Adult Neurodevelopment and Geriatric Psychiatry, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Stephen Pasternak
- Robarts Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Bruce G Pollock
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Adult Neurodevelopment and Geriatric Psychiatry, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Tarek K Rajji
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Adult Neurodevelopment and Geriatric Psychiatry, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Toronto Dementia Research Alliance, University of Toronto, Toronto, Ontario, Canada
| | - David F Tang-Wai
- Department of Medicine (Neurology), Sunnybrook Health Sciences and University of Toronto, Ontario, Canada
| | - Agessandro Abrahao
- Department of Medicine (Neurology), Sunnybrook Health Sciences and University of Toronto, Ontario, Canada
| | - John Turnbull
- Division of Neurology, Department of Medicine, Hamilton Health Sciences, McMaster University, Hamilton, Canada
| | - Lorne Zinman
- Department of Medicine (Neurology), Sunnybrook Health Sciences and University of Toronto, Ontario, Canada
| | - Leanne Casaubon
- Department of Medicine (Neurology), Sunnybrook Health Sciences and University of Toronto, Ontario, Canada
| | - Dar Dowlatshahi
- Department of Medicine (Neurology), University of Ottawa Brain and Mind Research Institute and Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Ayman Hassan
- Thunder Bay Regional Health Research Institute, Thunder Bay, Ontario, Canada
| | - Jennifer Mandzia
- Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Demetrios Sahlas
- Division of Neurology, Department of Medicine, Hamilton Health Sciences, McMaster University, Hamilton, Canada
| | - Gustavo Saposnik
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
- Division of Neurology, Department of Medicine, St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - David Grimes
- Department of Medicine (Neurology), University of Ottawa Brain and Mind Research Institute and Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Connie Marras
- Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, Toronto, Ontario, Canada
| | - Thomas Steeves
- Division of Neurology, Department of Medicine, St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Mario Masellis
- Dr. Sandra Black Centre for Brain Resilience and Recovery, LC Campbell Cognitive Neurology, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
- Department of Medicine (Neurology), Sunnybrook Health Sciences and University of Toronto, Ontario, Canada
| | - Sali M K Farhan
- Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montréal, Quebec, Canada
| | - Robert Bartha
- Robarts Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Sean Symons
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Robert A Hegele
- Robarts Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Sandra E Black
- Dr. Sandra Black Centre for Brain Resilience and Recovery, LC Campbell Cognitive Neurology, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
- Department of Medicine (Neurology), Sunnybrook Health Sciences and University of Toronto, Ontario, Canada
- Heart and Stroke Foundation Canadian Partnership for Stroke Recovery, Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Joel Ramirez
- Dr. Sandra Black Centre for Brain Resilience and Recovery, LC Campbell Cognitive Neurology, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
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16
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Yamasaki E, Thakore P, Ali S, Solano AS, Wang X, Gao X, Labelle-Dumais C, Chaumeil MM, Gould DB, Earley S. Impaired intracellular Ca 2+ signaling contributes to age-related cerebral small vessel disease in Col4a1 mutant mice. Sci Signal 2023; 16:eadi3966. [PMID: 37963192 PMCID: PMC10726848 DOI: 10.1126/scisignal.adi3966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Accepted: 10/25/2023] [Indexed: 11/16/2023]
Abstract
Humans and mice with mutations in COL4A1 and COL4A2 manifest hallmarks of cerebral small vessel disease (cSVD). Mice with a missense mutation in Col4a1 at amino acid 1344 (Col4a1+/G1344D) exhibit age-dependent intracerebral hemorrhages (ICHs) and brain lesions. Here, we report that this pathology was associated with the loss of myogenic vasoconstriction, an intrinsic vascular response essential for the autoregulation of cerebral blood flow. Electrophysiological analyses showed that the loss of myogenic constriction resulted from blunted pressure-induced smooth muscle cell (SMC) membrane depolarization. Furthermore, we found that dysregulation of membrane potential was associated with impaired Ca2+-dependent activation of large-conductance Ca2+-activated K+ (BK) and transient receptor potential melastatin 4 (TRPM4) cation channels linked to disruptions in sarcoplasmic reticulum (SR) Ca2+ signaling. Col4a1 mutations impair protein folding, which can cause SR stress. Treating Col4a1+/G1344D mice with 4-phenylbutyrate, a compound that promotes the trafficking of misfolded proteins and alleviates SR stress, restored SR Ca2+ signaling, maintained BK and TRPM4 channel activity, prevented loss of myogenic tone, and reduced ICHs. We conclude that alterations in SR Ca2+ handling that impair ion channel activity result in dysregulation of SMC membrane potential and loss of myogenic tone and contribute to age-related cSVD in Col4a1+/G1344D mice.
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Affiliation(s)
- Evan Yamasaki
- Department of Pharmacology, Center for Molecular and Cellular Signaling in the Cardiovascular System, University of Nevada, Reno School of Medicine, Reno, NV 89557-0318, USA
| | - Pratish Thakore
- Department of Pharmacology, Center for Molecular and Cellular Signaling in the Cardiovascular System, University of Nevada, Reno School of Medicine, Reno, NV 89557-0318, USA
| | - Sher Ali
- Department of Pharmacology, Center for Molecular and Cellular Signaling in the Cardiovascular System, University of Nevada, Reno School of Medicine, Reno, NV 89557-0318, USA
| | - Alfredo Sanchez Solano
- Department of Pharmacology, Center for Molecular and Cellular Signaling in the Cardiovascular System, University of Nevada, Reno School of Medicine, Reno, NV 89557-0318, USA
| | - Xiaowei Wang
- Department of Ophthalmology, UCSF School of Medicine, San Francisco, CA 94158, USA
| | - Xiao Gao
- Department of Physical Therapy and Rehabilitation Science, UCSF School of Medicine, San Francisco, CA 94143, USA
- Department of Radiology and Biomedical Imaging, UCSF School of Medicine, San Francisco, CA 94143, USA
| | | | - Myriam M. Chaumeil
- Department of Physical Therapy and Rehabilitation Science, UCSF School of Medicine, San Francisco, CA 94143, USA
- Department of Radiology and Biomedical Imaging, UCSF School of Medicine, San Francisco, CA 94143, USA
| | - Douglas B. Gould
- Department of Ophthalmology, UCSF School of Medicine, San Francisco, CA 94158, USA
- Department of Anatomy, Institute for Human Genetics, Cardiovascular Research Institute, Bakar Aging Research Institute, UCSF School of Medicine, San Francisco, CA 94158, USA
| | - Scott Earley
- Department of Pharmacology, Center for Molecular and Cellular Signaling in the Cardiovascular System, University of Nevada, Reno School of Medicine, Reno, NV 89557-0318, USA
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17
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Dichgans M, Malik R, Beaufort N, Tanaka K, Georgakis M, He Y, Koido M, Terao C, Anderson C, Kamatani Y. Genetically proxied HTRA1 protease activity and circulating levels independently predict risk of ischemic stroke and coronary artery disease. RESEARCH SQUARE 2023:rs.3.rs-3523612. [PMID: 37986915 PMCID: PMC10659557 DOI: 10.21203/rs.3.rs-3523612/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2023]
Abstract
HTRA1 has emerged as a major risk gene for stroke and cerebral small vessel disease with both rare and common variants contributing to disease risk. However, the precise mechanisms mediating this risk remain largely unknown as does the full spectrum of phenotypes associated with genetic variation in HTRA1 in the general population. Using a family-history informed approach, we first show that rare variants in HTRA1 are linked to ischemic stroke in 425,338 European individuals from the UK Biobank with replication in 143,149 individuals from the Biobank Japan. Integrating data from biochemical experiments on 76 mutations occurring in the UK Biobank, we next show that rare variants causing loss of protease function in vitro associate with ischemic stroke, coronary artery disease, and skeletal traits. In addition, a common causal variant (rs2672592) modulating circulating HTRA1 mRNA and protein levels enhances the risk of ischemic stroke, small vessel stroke, and coronary artery disease while lowering the risk of migraine and age-related macular dystrophy in GWAS and UK Biobank data from > 2,000,000 individuals. There was no evidence of an interaction between genetically proxied HTRA1 activity and levels. Our findings demonstrate a central role of HTRA1 for human disease including stroke and coronary artery disease and identify two independent mechanisms that might qualify as targets for future therapeutic interventions.
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Affiliation(s)
| | | | | | | | | | | | - Masaru Koido
- Institute of Medical Science, The University of Tokyo
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18
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Jones RA, Trejo B, Sil P, Little KA, Pasolli HA, Joyce B, Posfai E, Devenport D. A Window into Mammalian Basement Membrane Development: Insights from the mTurq2-Col4a1 Mouse Model. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.27.559396. [PMID: 37808687 PMCID: PMC10557719 DOI: 10.1101/2023.09.27.559396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Basement membranes (BMs) are specialized sheets of extracellular matrix that underlie epithelial and endothelial tissues. BMs regulate traffic of cells and molecules between compartments, and participate in signaling, cell migration and organogenesis. The dynamics of mammalian BMs, however, are poorly understood, largely due to a lack of models in which core BM components are endogenously labelled. Here, we describe the mTurquoise2-Col4a1 mouse, in which we fluorescently tag collagen IV, the main component of BMs. Using an innovative Planar-Sagittal live imaging technique to visualize the BM of developing skin, we directly observe BM deformation during hair follicle budding and basal progenitor cell divisions. The BM's inherent pliability enables dividing cells to remain attached to and deform the BM, rather than lose adhesion as generally thought. Using FRAP, we show BM collagen IV is extremely stable, even during periods of rapid epidermal growth. These findings demonstrate the utility of the mTurq2-Col4a1 mouse to shed new light on mammalian BM developmental dynamics.
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Affiliation(s)
- Rebecca A Jones
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544
| | - Brandon Trejo
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544
| | - Parijat Sil
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544
| | - Katherine A Little
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544
| | - H Amalia Pasolli
- Electron Microscopy Resource Center, The Rockefeller University, 1230 York Ave., New York, NY 10065
| | - Bradley Joyce
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544
| | - Eszter Posfai
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544
| | - Danelle Devenport
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544
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19
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Oh JK, Levi SR, de Carvalho JRL, Abdelhakim AH, Hirano M, Maumenee IH, Tsang SH. Venous Tortuosity in COL4A2-Associated Gould Syndrome. Ophthalmic Surg Lasers Imaging Retina 2023; 54:536-539. [PMID: 37642429 DOI: 10.3928/23258160-20230811-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Mutations in collagen-encoding genes have been linked to numerous systemic diseases. Specifically, pathologic alterations in COL4A2 have been linked to Gould syndrome, a hereditary angiopathy affecting the brain, kidneys, and eyes. However, the ocular phenotype associated with COL4A2-associated disease has yet to be fully characterized. In this report, we describe a novel variant in COL4A2 identified in a 48-year-old woman and her 15-year-old daughter. Funduscopic examination demonstrated significant venous and arteriolar tortuosity. Genetic testing revealed a novel variant, c.2321G>A:p.(Gly774Glu), in COL4A2. This vascular phenotype is similar to the familial retinal arterial tortuosity seen in COL4A2-associated Gould syndrome with additional venous involvement. [Ophthalmic Surg Lasers Imaging Retina 2023;54:536-539.].
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20
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Zabrodskaya Y, Paramonova N, Litovchenko A, Bazhanova E, Gerasimov A, Sitovskaya D, Nezdorovina V, Kravtsova S, Malyshev S, Skiteva E, Samochernykh K. Neuroinflammatory Dysfunction of the Blood-Brain Barrier and Basement Membrane Dysplasia Play a Role in the Development of Drug-Resistant Epilepsy. Int J Mol Sci 2023; 24:12689. [PMID: 37628870 PMCID: PMC10454729 DOI: 10.3390/ijms241612689] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 07/31/2023] [Accepted: 08/08/2023] [Indexed: 08/27/2023] Open
Abstract
Drug-resistance epilepsy (DRE) is a key problem in neurology. It is possible that damage to the blood-brain barrier (BBB) may affect resistance in DRE. The aim of this work was to assess the damage and dysfunction in the BBB in the area of epileptic foci in patients with DRE under conditions of neuroinflammation. The changes to the BBB in temporal lobe epilepsy (by immunohistochemistry and transmission electron microscopy), levels of neuroinflammatory proteins, and cytokine levels in the blood (by multiplex analysis) were studied. Increased levels of vascular endothelial growth factor (VEGF) and growth-regulated protein (GRO), and decreased levels of epidermal growth factor (EGF) in plasma, combined with overexpression of the VEGF-A receptor by endotheliocytes were detected. Malformation-like growths of the basement membrane of the capillaries of the brain complicate the delivery of antiepileptic drugs (AEDs). Dysplasia of the basement membrane is the result of inadequate reparative processes in chronic inflammation. In conclusion, it should be noted that damage to the microcirculatory network of the brain should be considered one of the leading factors contributing to DRE.
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Affiliation(s)
- Yulia Zabrodskaya
- Polenov Neurosurgical Institute—Branch of the Almazov National Medical Research Centre, 197341 St. Petersburg, Russia; (A.G.); (D.S.); (V.N.); (S.K.); (S.M.); (E.S.); (K.S.)
| | - Natalia Paramonova
- Sechenov Institute of Evolutionary Physiology and Biochemistry, Russian Academy of Sciences, 194223 St. Petersburg, Russia; (N.P.); (A.L.); (E.B.)
- State Research Testing Institute of Military Medicine of the Ministry of Defense of the Russian Federation, 195043 St. Petersburg, Russia
| | - Anastasia Litovchenko
- Sechenov Institute of Evolutionary Physiology and Biochemistry, Russian Academy of Sciences, 194223 St. Petersburg, Russia; (N.P.); (A.L.); (E.B.)
| | - Elena Bazhanova
- Sechenov Institute of Evolutionary Physiology and Biochemistry, Russian Academy of Sciences, 194223 St. Petersburg, Russia; (N.P.); (A.L.); (E.B.)
- Golikov Research Center of Toxicology, 192019 St. Petersburg, Russia
| | - Aleksandr Gerasimov
- Polenov Neurosurgical Institute—Branch of the Almazov National Medical Research Centre, 197341 St. Petersburg, Russia; (A.G.); (D.S.); (V.N.); (S.K.); (S.M.); (E.S.); (K.S.)
| | - Darya Sitovskaya
- Polenov Neurosurgical Institute—Branch of the Almazov National Medical Research Centre, 197341 St. Petersburg, Russia; (A.G.); (D.S.); (V.N.); (S.K.); (S.M.); (E.S.); (K.S.)
| | - Victoria Nezdorovina
- Polenov Neurosurgical Institute—Branch of the Almazov National Medical Research Centre, 197341 St. Petersburg, Russia; (A.G.); (D.S.); (V.N.); (S.K.); (S.M.); (E.S.); (K.S.)
| | - Svetlana Kravtsova
- Polenov Neurosurgical Institute—Branch of the Almazov National Medical Research Centre, 197341 St. Petersburg, Russia; (A.G.); (D.S.); (V.N.); (S.K.); (S.M.); (E.S.); (K.S.)
| | - Stanislav Malyshev
- Polenov Neurosurgical Institute—Branch of the Almazov National Medical Research Centre, 197341 St. Petersburg, Russia; (A.G.); (D.S.); (V.N.); (S.K.); (S.M.); (E.S.); (K.S.)
| | - Ekaterina Skiteva
- Polenov Neurosurgical Institute—Branch of the Almazov National Medical Research Centre, 197341 St. Petersburg, Russia; (A.G.); (D.S.); (V.N.); (S.K.); (S.M.); (E.S.); (K.S.)
- State Scientific Center of the Russian Federation, Institute of Biomedical Problems of the Russian Academy of Sciences, 123007 Moscow, Russia
| | - Konstantin Samochernykh
- Polenov Neurosurgical Institute—Branch of the Almazov National Medical Research Centre, 197341 St. Petersburg, Russia; (A.G.); (D.S.); (V.N.); (S.K.); (S.M.); (E.S.); (K.S.)
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21
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Shields AD, Knutzen D, Khan M, Sobh O, Jacobs K. Prenatal diagnosis of familial porencephaly associated with fetal stroke. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2023; 62:153-154. [PMID: 36722041 DOI: 10.1002/uog.26168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 01/01/2023] [Accepted: 01/17/2023] [Indexed: 06/18/2023]
Affiliation(s)
- A D Shields
- Department of Obstetrics and Gynecology, University of Connecticut School of Medicine, Farmington, CT, USA
| | - D Knutzen
- Department of Obstetrics and Gynecology, Baylor College of Medicine, San Antonio, TX, USA
| | - M Khan
- Department of Neurology, St Louis University School of Medicine, St Louis, MO, USA
| | - O Sobh
- Department of Obstetrics and Gynecology, Yale New Haven Health, Bridgeport Hospital, Bridgeport, CT, USA
| | - K Jacobs
- Department of Obstetrics, Gynecology and Women's Health, University of Minnesota School of Medicine, Minneapolis, MN, USA
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22
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Elabi OF, Karampatsi D, Vercalsteren E, Lietzau G, Nyström T, Klein T, Darsalia V, Patrone C, Paul G. DPP-4 Inhibitor and Sulfonylurea Differentially Reverse Type 2 Diabetes-Induced Blood-Brain Barrier Leakage and Normalize Capillary Pericyte Coverage. Diabetes 2023; 72:405-414. [PMID: 36448982 PMCID: PMC9935496 DOI: 10.2337/db22-0674] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 11/24/2022] [Indexed: 12/05/2022]
Abstract
Microvascular pathology in the brain is one of the suggested mechanisms underlying the increased incidence and progression of neurodegenerative diseases in people with type 2 diabetes (T2D). Although accumulating data suggest a neuroprotective effect of antidiabetics, the underlying mechanisms are unclear. Here, we investigated whether two clinically used antidiabetics, the dipeptidyl peptidase-4 inhibitor linagliptin and the sulfonylurea glimepiride, which restore T2D-induced brain vascular pathology. Microvascular pathology was examined in the striatum of mice fed for 12 months with either normal chow diet or a high-fat diet (HFD) to induce T2D. A subgroup of HFD-fed mice was treated with either linagliptin or glimepiride for 3 months before sacrifice. We demonstrate that T2D caused leakage of the blood-brain barrier (BBB), induced angiogenesis, and reduced pericyte coverage of microvessels. However, linagliptin and glimepiride recovered the BBB integrity and restored the pericyte coverage differentially. Linagliptin normalized T2D-induced angiogenesis and restored pericyte coverage. In contrast, glimepiride enhanced T2D-induced angiogenesis and increased pericyte density, resulting in proper vascular coverage. Interestingly, glimepiride reduced microglial activation, increased microglial-vascular interaction, and increased collagen IV density. This study provides evidence that both DPP-4 inhibition and sulfonylurea reverse T2D-induced BBB leakage, which may contribute to antidiabetic neurorestorative effects.
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Affiliation(s)
- Osama F. Elabi
- Translational Neurology Group, Department of Clinical Science, Wallenberg Neuroscience Center and Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
| | - Dimitra Karampatsi
- NeuroCardioMetabol Group, Department of Clinical Science and Education, Södersjukhuset, Internal Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Ellen Vercalsteren
- NeuroCardioMetabol Group, Department of Clinical Science and Education, Södersjukhuset, Internal Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Grazyna Lietzau
- NeuroCardioMetabol Group, Department of Clinical Science and Education, Södersjukhuset, Internal Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Thomas Nyström
- NeuroCardioMetabol Group, Department of Clinical Science and Education, Södersjukhuset, Internal Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Thomas Klein
- Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach, Germany
| | - Vladimer Darsalia
- NeuroCardioMetabol Group, Department of Clinical Science and Education, Södersjukhuset, Internal Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Cesare Patrone
- NeuroCardioMetabol Group, Department of Clinical Science and Education, Södersjukhuset, Internal Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Gesine Paul
- Translational Neurology Group, Department of Clinical Science, Wallenberg Neuroscience Center and Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
- Department of Neurology, Scania University Hospital, Lund, Sweden
- Corresponding author: Gesine Paul,
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23
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Fang C, Magaki SD, Kim RC, Kalaria RN, Vinters HV, Fisher M. Arteriolar neuropathology in cerebral microvascular disease. Neuropathol Appl Neurobiol 2023; 49:e12875. [PMID: 36564356 DOI: 10.1111/nan.12875] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 11/14/2022] [Accepted: 12/13/2022] [Indexed: 12/25/2022]
Abstract
Cerebral microvascular disease (MVD) is an important cause of vascular cognitive impairment. MVD is heterogeneous in aetiology, ranging from universal ageing to the sporadic (hypertension, sporadic cerebral amyloid angiopathy [CAA] and chronic kidney disease) and the genetic (e.g., familial CAA, cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy [CADASIL] and cerebral autosomal recessive arteriopathy with subcortical infarcts and leukoencephalopathy [CARASIL]). The brain parenchymal consequences of MVD predominantly consist of lacunar infarcts (lacunes), microinfarcts, white matter disease of ageing and microhaemorrhages. MVD is characterised by substantial arteriolar neuropathology involving ubiquitous vascular smooth muscle cell (SMC) abnormalities. Cerebral MVD is characterised by a wide variety of arteriolar injuries but only a limited number of parenchymal manifestations. We reason that the cerebral arteriole plays a dominant role in the pathogenesis of each type of MVD. Perturbations in signalling and function (i.e., changes in proliferation, apoptosis, phenotypic switch and migration of SMC) are prominent in the pathogenesis of cerebral MVD, making 'cerebral angiomyopathy' an appropriate term to describe the spectrum of pathologic abnormalities. The evidence suggests that the cerebral arteriole acts as both source and mediator of parenchymal injury in MVD.
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Affiliation(s)
- Chuo Fang
- Department of Neurology, University of California, Irvine Medical Center, 101 The City Drive South Shanbrom Hall (Building 55), Room 121, Orange, 92868, California, USA
| | - Shino D Magaki
- Department of Pathology & Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Ronald C Kim
- Department of Pathology & Laboratory Medicine, University of California, Irvine, Orange, California, USA
| | - Raj N Kalaria
- Translational and Clinical Research Institute, Newcastle University, Campus for Ageing and Vitality, Newcastle upon Tyne, NE4 5PL, UK
| | - Harry V Vinters
- Department of Pathology & Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA.,Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Mark Fisher
- Department of Neurology, University of California, Irvine Medical Center, 101 The City Drive South Shanbrom Hall (Building 55), Room 121, Orange, 92868, California, USA.,Department of Pathology & Laboratory Medicine, University of California, Irvine, Orange, California, USA
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24
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de Boer I, Harder AVE, Ferrari MD, van den Maagdenberg AMJM, Terwindt GM. Genetics of migraine: Delineation of contemporary understanding of the genetic underpinning of migraine. HANDBOOK OF CLINICAL NEUROLOGY 2023; 198:85-103. [PMID: 38043973 DOI: 10.1016/b978-0-12-823356-6.00012-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
Migraine is a disabling episodic brain disorder with an increased familial relative risk, an increased concordance in monozygotic twins, and an estimated heritability of approximately 50%. Various genetic approaches have been applied to identify genetic factors conferring migraine risk. Initially, candidate gene associations studies (CGAS) have been performed that test DNA variants in genes prioritized based on presumed a priori knowledge of migraine pathophysiology. More recently, genome-wide association studies (GWAS) are applied that test genetic variants, single-nucleotide polymorphisms (SNPs), in a hypothesis-free manner. To date, GWAS have identified ~40 genetic loci associated with migraine. New GWAS data, which are expected to come out soon, will reveal over 100 loci. Also, large-scale GWAS, which have appeared for many traits over the last decade, have enabled studying the overlap in genetic architecture between migraine and its comorbid disorders. Importantly, other genetic factors that cannot be identified by a GWAS approach also confer risk for migraine. First steps have been taken to determine the contribution of these mechanisms by investigating mitochondrial DNA and epigenetic mechanisms. In addition to typical epigenetic mechanisms, that is, DNA methylation and histone modifications, also RNA-based mechanisms regulating gene silencing and activation have recently gotten attention. Regardless, until now, most relevant genetic discoveries related to migraine still come from investigating monogenetic syndromes with migraine as a prominent part of the phenotype. Experimental studies on these syndromes have expanded our knowledge on the mechanisms underlying migraine pathophysiology. It can be envisaged that when all (epi)genetic and phenotypic data on the common and rare forms of migraine will be integrated, this will help to unravel the biological mechanisms for migraine, which will likely guide decision-making in clinical practice in the future.
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Affiliation(s)
- Irene de Boer
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Aster V E Harder
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands; Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Michel D Ferrari
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Arn M J M van den Maagdenberg
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands; Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Gisela M Terwindt
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands.
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Branyan K, Labelle-Dumais C, Wang X, Hayashi G, Lee B, Peltz Z, Gorman S, Li BQ, Mao M, Gould DB. Elevated TGFβ signaling contributes to cerebral small vessel disease in mouse models of Gould syndrome. Matrix Biol 2023; 115:48-70. [PMID: 36435425 PMCID: PMC10393528 DOI: 10.1016/j.matbio.2022.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Revised: 11/21/2022] [Accepted: 11/21/2022] [Indexed: 11/25/2022]
Abstract
Cerebral small vessel disease (CSVD) is a leading cause of stroke and vascular cognitive impairment and dementia. Studying monogenic CSVD can reveal pathways that are dysregulated in common sporadic forms of the disease and may represent therapeutic targets. Mutations in collagen type IV alpha 1 (COL4A1) and alpha 2 (COL4A2) cause highly penetrant CSVD as part of a multisystem disorder referred to as Gould syndrome. COL4A1 and COL4A2 form heterotrimers [a1α1α2(IV)] that are fundamental constituents of basement membranes. However, their functions are poorly understood and the mechanism(s) by which COL4A1 and COL4A2 mutations cause CSVD are unknown. We used histological, molecular, genetic, pharmacological, and in vivo imaging approaches to characterize central nervous system (CNS) vascular pathologies in Col4a1 mutant mouse models of monogenic CSVD to provide insight into underlying pathogenic mechanisms. We describe developmental CNS angiogenesis abnormalities characterized by impaired retinal vascular outgrowth and patterning, increased numbers of mural cells with abnormal morphologies, altered contractile protein expression in vascular smooth muscle cells (VSMCs) and age-related loss of arteriolar VSMCs in Col4a1 mutant mice. Importantly, we identified elevated TGFβ signaling as a pathogenic consequence of Col4a1 mutations and show that genetically suppressing TGFβ signaling ameliorated CNS vascular pathologies, including partial rescue of retinal vascular patterning defects, prevention of VSMC loss, and significant reduction of intracerebral hemorrhages in Col4a1 mutant mice aged up to 8 months. This study identifies a novel biological role for collagen α1α1α2(IV) as a regulator of TGFβ signaling and demonstrates that elevated TGFβ signaling contributes to CNS vascular pathologies caused by Col4a1 mutations. Our findings suggest that pharmacologically suppressing TGFβ signaling could reduce the severity of CSVD, and potentially other manifestations associated with Gould syndrome and have important translational implications that could extend to idiopathic forms of CSVD.
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Affiliation(s)
- Kayla Branyan
- Department of Ophthalmology, University of California, 555 Mission Bay Boulevard South, San Francisco, CA 94158, United States
| | - Cassandre Labelle-Dumais
- Department of Ophthalmology, University of California, 555 Mission Bay Boulevard South, San Francisco, CA 94158, United States
| | - Xiaowei Wang
- Department of Ophthalmology, University of California, 555 Mission Bay Boulevard South, San Francisco, CA 94158, United States
| | - Genki Hayashi
- Department of Ophthalmology, University of California, 555 Mission Bay Boulevard South, San Francisco, CA 94158, United States
| | - Bryson Lee
- Department of Ophthalmology, University of California, 555 Mission Bay Boulevard South, San Francisco, CA 94158, United States
| | - Zoe Peltz
- Department of Ophthalmology, University of California, 555 Mission Bay Boulevard South, San Francisco, CA 94158, United States
| | - Seán Gorman
- Department of Ophthalmology, University of California, 555 Mission Bay Boulevard South, San Francisco, CA 94158, United States
| | - Bo Qiao Li
- Department of Ophthalmology, University of California, 555 Mission Bay Boulevard South, San Francisco, CA 94158, United States
| | - Mao Mao
- Department of Ophthalmology, University of California, 555 Mission Bay Boulevard South, San Francisco, CA 94158, United States
| | - Douglas B Gould
- Department of Ophthalmology, University of California, 555 Mission Bay Boulevard South, San Francisco, CA 94158, United States; Department of Anatomy, Cardiovascular Research Institute, Bakar Aging Research Institute, and Institute for Human Genetics, University of California, San Francisco, United States.
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Ferguson AC, Thrippleton S, Henshall D, Whittaker E, Conway B, MacLeod M, Malik R, Rawlik K, Tenesa A, Sudlow C, Rannikmae K. Frequency and Phenotype Associations of Rare Variants in 5 Monogenic Cerebral Small Vessel Disease Genes in 200,000 UK Biobank Participants. Neurol Genet 2022; 8:e200015. [PMID: 36035235 PMCID: PMC9403885 DOI: 10.1212/nxg.0000000000200015] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 06/17/2022] [Indexed: 04/14/2023]
Abstract
Background and Objectives Based on previous case reports and disease-based cohorts, a minority of patients with cerebral small vessel disease (cSVD) have a monogenic cause, with many also manifesting extracerebral phenotypes. We investigated the frequency, penetrance, and phenotype associations of putative pathogenic variants in cSVD genes in the UK Biobank (UKB), a large population-based study. Methods We used a systematic review of previous literature and ClinVar to identify putative pathogenic rare variants in CTSA, TREX1, HTRA1, and COL4A1/2. We mapped phenotypes previously attributed to these variants (phenotypes-of-interest) to disease coding systems used in the UKB's linked health data from UK hospital admissions, death records, and primary care. Among 199,313 exome-sequenced UKB participants, we assessed the following: the proportion of participants carrying ≥1 variant(s); phenotype-of-interest penetrance; and the association between variant carrier status and phenotypes-of-interest using a binary (any phenotype present/absent) and phenotype burden (linear score of the number of phenotypes a participant possessed) approach. Results Among UKB participants, 0.5% had ≥1 variant(s) in studied genes. Using hospital admission and death records, 4%-20% of variant carriers per gene had an associated phenotype. This increased to 7%-55% when including primary care records. Only COL4A1 variant carrier status was significantly associated with having ≥1 phenotype-of-interest and a higher phenotype score (OR = 1.29, p = 0.006). Discussion While putative pathogenic rare variants in monogenic cSVD genes occur in 1:200 people in the UKB population, only approximately half of variant carriers have a relevant disease phenotype recorded in their linked health data. We could not replicate most previously reported gene-phenotype associations, suggesting lower penetrance rates, overestimated pathogenicity, and/or limited statistical power.
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Affiliation(s)
- Amy Christina Ferguson
- From the Centre for Medical Informatics (A.C.F., D.H., A.T., K.Rannikmae), Usher Institute, University of Edinburgh; Edinburgh Medical School (S.T., E.W.), University of Edinburgh; Centre for Cardiovascular Science (B.C.), The Queen's Medical Research Institute, University of Edinburgh; Centre for Clinical Brain Sciences (M.M.), University of Edinburgh, United Kingdom; Institute for Stroke and Dementia Research (ISD) (R.M.), University Hospital, LMU Munich, Germany; The Roslin Institute (K. Rawlik, A.T.), University of Edinburgh; MRC Human Genetics Unit (A.T.), Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital; and BHF Data Science Centre (C.S.), Health Death Research UK, London, United Kingdom
| | - Sophie Thrippleton
- From the Centre for Medical Informatics (A.C.F., D.H., A.T., K.Rannikmae), Usher Institute, University of Edinburgh; Edinburgh Medical School (S.T., E.W.), University of Edinburgh; Centre for Cardiovascular Science (B.C.), The Queen's Medical Research Institute, University of Edinburgh; Centre for Clinical Brain Sciences (M.M.), University of Edinburgh, United Kingdom; Institute for Stroke and Dementia Research (ISD) (R.M.), University Hospital, LMU Munich, Germany; The Roslin Institute (K. Rawlik, A.T.), University of Edinburgh; MRC Human Genetics Unit (A.T.), Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital; and BHF Data Science Centre (C.S.), Health Death Research UK, London, United Kingdom
| | - David Henshall
- From the Centre for Medical Informatics (A.C.F., D.H., A.T., K.Rannikmae), Usher Institute, University of Edinburgh; Edinburgh Medical School (S.T., E.W.), University of Edinburgh; Centre for Cardiovascular Science (B.C.), The Queen's Medical Research Institute, University of Edinburgh; Centre for Clinical Brain Sciences (M.M.), University of Edinburgh, United Kingdom; Institute for Stroke and Dementia Research (ISD) (R.M.), University Hospital, LMU Munich, Germany; The Roslin Institute (K. Rawlik, A.T.), University of Edinburgh; MRC Human Genetics Unit (A.T.), Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital; and BHF Data Science Centre (C.S.), Health Death Research UK, London, United Kingdom
| | - Ed Whittaker
- From the Centre for Medical Informatics (A.C.F., D.H., A.T., K.Rannikmae), Usher Institute, University of Edinburgh; Edinburgh Medical School (S.T., E.W.), University of Edinburgh; Centre for Cardiovascular Science (B.C.), The Queen's Medical Research Institute, University of Edinburgh; Centre for Clinical Brain Sciences (M.M.), University of Edinburgh, United Kingdom; Institute for Stroke and Dementia Research (ISD) (R.M.), University Hospital, LMU Munich, Germany; The Roslin Institute (K. Rawlik, A.T.), University of Edinburgh; MRC Human Genetics Unit (A.T.), Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital; and BHF Data Science Centre (C.S.), Health Death Research UK, London, United Kingdom
| | - Bryan Conway
- From the Centre for Medical Informatics (A.C.F., D.H., A.T., K.Rannikmae), Usher Institute, University of Edinburgh; Edinburgh Medical School (S.T., E.W.), University of Edinburgh; Centre for Cardiovascular Science (B.C.), The Queen's Medical Research Institute, University of Edinburgh; Centre for Clinical Brain Sciences (M.M.), University of Edinburgh, United Kingdom; Institute for Stroke and Dementia Research (ISD) (R.M.), University Hospital, LMU Munich, Germany; The Roslin Institute (K. Rawlik, A.T.), University of Edinburgh; MRC Human Genetics Unit (A.T.), Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital; and BHF Data Science Centre (C.S.), Health Death Research UK, London, United Kingdom
| | - Malcolm MacLeod
- From the Centre for Medical Informatics (A.C.F., D.H., A.T., K.Rannikmae), Usher Institute, University of Edinburgh; Edinburgh Medical School (S.T., E.W.), University of Edinburgh; Centre for Cardiovascular Science (B.C.), The Queen's Medical Research Institute, University of Edinburgh; Centre for Clinical Brain Sciences (M.M.), University of Edinburgh, United Kingdom; Institute for Stroke and Dementia Research (ISD) (R.M.), University Hospital, LMU Munich, Germany; The Roslin Institute (K. Rawlik, A.T.), University of Edinburgh; MRC Human Genetics Unit (A.T.), Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital; and BHF Data Science Centre (C.S.), Health Death Research UK, London, United Kingdom
| | - Rainer Malik
- From the Centre for Medical Informatics (A.C.F., D.H., A.T., K.Rannikmae), Usher Institute, University of Edinburgh; Edinburgh Medical School (S.T., E.W.), University of Edinburgh; Centre for Cardiovascular Science (B.C.), The Queen's Medical Research Institute, University of Edinburgh; Centre for Clinical Brain Sciences (M.M.), University of Edinburgh, United Kingdom; Institute for Stroke and Dementia Research (ISD) (R.M.), University Hospital, LMU Munich, Germany; The Roslin Institute (K. Rawlik, A.T.), University of Edinburgh; MRC Human Genetics Unit (A.T.), Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital; and BHF Data Science Centre (C.S.), Health Death Research UK, London, United Kingdom
| | - Konrad Rawlik
- From the Centre for Medical Informatics (A.C.F., D.H., A.T., K.Rannikmae), Usher Institute, University of Edinburgh; Edinburgh Medical School (S.T., E.W.), University of Edinburgh; Centre for Cardiovascular Science (B.C.), The Queen's Medical Research Institute, University of Edinburgh; Centre for Clinical Brain Sciences (M.M.), University of Edinburgh, United Kingdom; Institute for Stroke and Dementia Research (ISD) (R.M.), University Hospital, LMU Munich, Germany; The Roslin Institute (K. Rawlik, A.T.), University of Edinburgh; MRC Human Genetics Unit (A.T.), Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital; and BHF Data Science Centre (C.S.), Health Death Research UK, London, United Kingdom
| | - Albert Tenesa
- From the Centre for Medical Informatics (A.C.F., D.H., A.T., K.Rannikmae), Usher Institute, University of Edinburgh; Edinburgh Medical School (S.T., E.W.), University of Edinburgh; Centre for Cardiovascular Science (B.C.), The Queen's Medical Research Institute, University of Edinburgh; Centre for Clinical Brain Sciences (M.M.), University of Edinburgh, United Kingdom; Institute for Stroke and Dementia Research (ISD) (R.M.), University Hospital, LMU Munich, Germany; The Roslin Institute (K. Rawlik, A.T.), University of Edinburgh; MRC Human Genetics Unit (A.T.), Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital; and BHF Data Science Centre (C.S.), Health Death Research UK, London, United Kingdom
| | - Cathie Sudlow
- From the Centre for Medical Informatics (A.C.F., D.H., A.T., K.Rannikmae), Usher Institute, University of Edinburgh; Edinburgh Medical School (S.T., E.W.), University of Edinburgh; Centre for Cardiovascular Science (B.C.), The Queen's Medical Research Institute, University of Edinburgh; Centre for Clinical Brain Sciences (M.M.), University of Edinburgh, United Kingdom; Institute for Stroke and Dementia Research (ISD) (R.M.), University Hospital, LMU Munich, Germany; The Roslin Institute (K. Rawlik, A.T.), University of Edinburgh; MRC Human Genetics Unit (A.T.), Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital; and BHF Data Science Centre (C.S.), Health Death Research UK, London, United Kingdom
| | - Kristiina Rannikmae
- From the Centre for Medical Informatics (A.C.F., D.H., A.T., K.Rannikmae), Usher Institute, University of Edinburgh; Edinburgh Medical School (S.T., E.W.), University of Edinburgh; Centre for Cardiovascular Science (B.C.), The Queen's Medical Research Institute, University of Edinburgh; Centre for Clinical Brain Sciences (M.M.), University of Edinburgh, United Kingdom; Institute for Stroke and Dementia Research (ISD) (R.M.), University Hospital, LMU Munich, Germany; The Roslin Institute (K. Rawlik, A.T.), University of Edinburgh; MRC Human Genetics Unit (A.T.), Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital; and BHF Data Science Centre (C.S.), Health Death Research UK, London, United Kingdom
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Ekkert A, Šliachtenko A, Utkus A, Jatužis D. Intracerebral Hemorrhage Genetics. Genes (Basel) 2022; 13:genes13071250. [PMID: 35886033 PMCID: PMC9322856 DOI: 10.3390/genes13071250] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2022] [Revised: 07/04/2022] [Accepted: 07/11/2022] [Indexed: 02/01/2023] Open
Abstract
Intracerebral hemorrhage (ICH) is a devastating type of stroke, frequently resulting in unfavorable functional outcomes. Up to 15% of stroke patients experience ICH and approximately half of those have a lethal outcome within a year. Considering the huge burden of ICH, timely prevention and optimized treatment strategies are particularly relevant. Nevertheless, ICH management options are quite limited, despite thorough research. More and more trials highlight the importance of the genetic component in the pathogenesis of ICH. Apart from distinct monogenic disorders of familial character, mostly occurring in younger subjects, there are numerous polygenic risk factors, such as hypertension, neurovascular inflammation, disorders of lipid metabolism and coagulation cascade, and small vessel disease. In this paper we describe gene-related ICH types and underlying mechanisms. We also briefly discuss the emerging treatment options and possible clinical relevance of the genetic findings in ICH management. Although existing data seems of more theoretical and scientific value so far, a growing body of evidence, combined with rapidly evolving experimental research, will probably serve clinicians in the future.
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Affiliation(s)
- Aleksandra Ekkert
- Center of Neurology, Faculty of Medicine, Vilnius University, LT-03101 Vilnius, Lithuania;
- Correspondence:
| | | | - Algirdas Utkus
- Center for Medical Genetics, Faculty of Medicine, Vilnius University, LT-03101 Vilnius, Lithuania;
| | - Dalius Jatužis
- Center of Neurology, Faculty of Medicine, Vilnius University, LT-03101 Vilnius, Lithuania;
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28
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Novel heterozygous COL4A2 variant c.2572A > G, p.(I858V) mimicking Sneddon's and Divry van Bogaert Syndrome. J Neurol 2022; 269:5153-5156. [PMID: 35420351 DOI: 10.1007/s00415-022-11111-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 03/25/2022] [Accepted: 03/26/2022] [Indexed: 10/18/2022]
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29
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Guey S, Hervé D. Main features of COL4A1-COL4A2 related cerebral microangiopathies. CEREBRAL CIRCULATION - COGNITION AND BEHAVIOR 2022; 3:100140. [PMID: 36324412 PMCID: PMC9616443 DOI: 10.1016/j.cccb.2022.100140] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 03/21/2022] [Accepted: 03/22/2022] [Indexed: 06/16/2023]
Abstract
COL4A1 and COL4A2 genes encode the alpha1 and the alpha2 chains of type IV collagen, a key component of basement membranes. Mutations located in the coding sequence of COL4A1/COL4A2 genes are responsible for an autosomal dominant (AD) cerebral angiopathy that manifest in either adults, children or fetuses. The most typical among such mutations are missense glycine mutations in the triple helix. They increase the susceptibility to brain hemorrhage but can also promote the occurrence of multiple other types of systemic manifestations that can involve the eyes, kidneys or muscles. This condition is characterized by a very incomplete penetrance, and a wide phenotypic variability even among members of the same family. Recently, mutations in the COL4A1 3'UTR non-coding region that upregulate COL4A1 expression, and COL4A1/COL4A2 duplications, have been shown to cause AD forms of ischemic cerebral small vessel disease in adults. Herein, we summarize the genetic and pathophysiological aspects of these conditions, detail their clinical and imaging characteristics and discuss some principles in their clinical management.
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30
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Shi M, Chai Y, Zhang J, Chen X. Endoplasmic Reticulum Stress-Associated Neuronal Death and Innate Immune Response in Neurological Diseases. Front Immunol 2022; 12:794580. [PMID: 35082783 PMCID: PMC8784382 DOI: 10.3389/fimmu.2021.794580] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 12/17/2021] [Indexed: 12/13/2022] Open
Abstract
Neuronal death and inflammatory response are two common pathological hallmarks of acute central nervous system injury and chronic degenerative disorders, both of which are closely related to cognitive and motor dysfunction associated with various neurological diseases. Neurological diseases are highly heterogeneous; however, they share a common pathogenesis, that is, the aberrant accumulation of misfolded/unfolded proteins within the endoplasmic reticulum (ER). Fortunately, the cell has intrinsic quality control mechanisms to maintain the proteostasis network, such as chaperone-mediated folding and ER-associated degradation. However, when these control mechanisms fail, misfolded/unfolded proteins accumulate in the ER lumen and contribute to ER stress. ER stress has been implicated in nearly all neurological diseases. ER stress initiates the unfolded protein response to restore proteostasis, and if the damage is irreversible, it elicits intracellular cascades of death and inflammation. With the growing appreciation of a functional association between ER stress and neurological diseases and with the improved understanding of the multiple underlying molecular mechanisms, pharmacological and genetic targeting of ER stress are beginning to emerge as therapeutic approaches for neurological diseases.
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Affiliation(s)
- Mingming Shi
- Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, China.,Tianjin Neurological Institute, Key Laboratory of Post-trauma Neuro-Repair and Regeneration in Central Nervous System, Ministry of Education, Tianjin, China.,Department of Neurosurgery, Tianjin Key Laboratory of Injuries, Variations and Regeneration of Nervous System, Tianjin, China
| | - Yan Chai
- Tianjin Neurological Institute, Key Laboratory of Post-trauma Neuro-Repair and Regeneration in Central Nervous System, Ministry of Education, Tianjin, China.,Department of Neurosurgery, Tianjin Key Laboratory of Injuries, Variations and Regeneration of Nervous System, Tianjin, China
| | - Jianning Zhang
- Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, China.,Tianjin Neurological Institute, Key Laboratory of Post-trauma Neuro-Repair and Regeneration in Central Nervous System, Ministry of Education, Tianjin, China.,Department of Neurosurgery, Tianjin Key Laboratory of Injuries, Variations and Regeneration of Nervous System, Tianjin, China
| | - Xin Chen
- Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, China.,Tianjin Neurological Institute, Key Laboratory of Post-trauma Neuro-Repair and Regeneration in Central Nervous System, Ministry of Education, Tianjin, China.,Department of Neurosurgery, Tianjin Key Laboratory of Injuries, Variations and Regeneration of Nervous System, Tianjin, China
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31
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Liu Y, Li Y, Zang J, Zhang T, Li Y, Tan Z, Ma D, Zhang T, Wang S, Zhang Y, Huang L, Wu Y, Su X, Weng Z, Deng D, Kwan Tsang C, Xu A, Lu D. CircOGDH Is a Penumbra Biomarker and Therapeutic Target in Acute Ischemic Stroke. Circ Res 2022; 130:907-924. [PMID: 35189704 DOI: 10.1161/circresaha.121.319412] [Citation(s) in RCA: 49] [Impact Index Per Article: 24.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Acute ischemic stroke (AIS) is a leading cause of disability and mortality worldwide. Prediction of penumbra existence after AIS is crucial for making decision on reperfusion therapy. Yet a fast, inexpensive, simple, and noninvasive predictive biomarker for the poststroke penumbra with clinical translational potential is still lacking. We aim to investigate whether the CircOGDH (circular RNA derived from oxoglutarate dehydrogenase) is a potential biomarker for penumbra in patients with AIS and its role in ischemic neuronal damage. METHODS CircOGDH was screened from penumbra of middle cerebral artery occlusion mice and was assessed in plasma of patients with AIS by quantitative polymerase chain reaction. Magnetic resonance imaging was used to examine the penumbra volumes. CircOGDH interacted with miR-5112 in primary cortical neurons was detected by fluorescence in situ hybridization, RNA immunoprecipitation, and luciferase reporter assay. ADV-mediated CircOGDH knockdown ameliorated neuronal apoptosis induced by COL4A4 (Gallus collagen, type VI, alpha VI) overexpression. Transmission electron microscope, nanoparticle tracking analysis, and Western blot were performed to confirm exosomes. RESULTS CircOGDH expression was dramatically and selectively upregulated in the penumbra tissue of middle cerebral artery occlusion mice and in the plasma of 45 patients with AIS showing a 54-fold enhancement versus noncerebrovascular disease controls. Partial regression analysis revealed that CircOGDH expression was positively correlated with the size of penumbra in patients with AIS. Sequestering of miR-5112 by CircOGDH enhanced COL4A4 expression to elevate neuron damage. Additionally, knockdown of CircOGDH significantly enhanced neuronal cell viability under ischemic conditions. Furthermore, the expression of CircOGDH in brain tissue was closely related to that in the serum of middle cerebral artery occlusion mice. Finally, we found that CircOGDH was highly expressed in plasma exosomes of patients with AIS compared with those in noncerebrovascular disease individuals. CONCLUSIONS These results demonstrate that CircOGDH is a potential therapeutic target for regulating ischemia neuronal viability, and is enriched in neuron-derived exosomes in the peripheral blood, exhibiting a predictive biomarker of penumbra in patients with AIS.
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Affiliation(s)
- Yanfang Liu
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Yufeng Li
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Jiankun Zang
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Tianyuan Zhang
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Yaojie Li
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Zefeng Tan
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Dan Ma
- Departments of Chemistry and Biological Sciences, University of Southern California, Los Angeles (D.M.)
| | - Tao Zhang
- Department of Cardiology, The First Affiliated Hospital of Jinan University, Guangzhou, China. (T.Z.)
| | - Shiyong Wang
- Department of Neurosurgery, The First Affiliated Hospital of Jinan University, Guangzhou, China. (S.W.)
| | - Yusheng Zhang
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Lian Huang
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Yousheng Wu
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Xuanlin Su
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Zean Weng
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Die Deng
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Chi Kwan Tsang
- Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Anding Xu
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
| | - Dan Lu
- Department of Neurology and Stroke Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., A.X., D.L.).,Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China. (Y. Liu, Y. Li, J.Z., T.Z., Y.L., Z.T., Y.Z., L.H., Y.W., X.S., Z.W., D.D., C.K.T., A.X., D.L.)
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Chen D, Hughes ED, Saunders TL, Wu J, Hernández Vásquez MN, Makinen T, King PD. Angiogenesis depends upon EPHB4-mediated export of collagen IV from vascular endothelial cells. JCI Insight 2022; 7:156928. [PMID: 35015735 PMCID: PMC8876457 DOI: 10.1172/jci.insight.156928] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 01/05/2022] [Indexed: 11/17/2022] Open
Abstract
Capillary malformation-arteriovenous malformation (CM-AVM) is a blood vascular anomaly caused by inherited loss of function mutations in RASA1 or EPHB4 genes that encode p120 Ras GTPase-activating protein (p120 RasGAP/RASA1) and Ephrin receptor B4 (EPHB4) respectively. However, whether RASA1 and EPHB4 function in the same molecular signaling pathway to regulate the blood vasculature is uncertain. Here, we show that induced endothelial cell (EC)-specific disruption of Ephb4 in mice results in accumulation of collagen IV in the EC endoplasmic reticulum leading to EC apoptotic death and defective developmental, neonatal and pathological angiogenesis, as reported previously in induced EC-specific RASA1-deficient mice. Moreover, defects in angiogenic responses in EPHB4-deficient mice can be rescued by drugs that inhibit signaling through the Ras pathway and drugs that promote collagen IV export from the ER. However, EPHB4 mutant mice that express a form of EPHB4 that is unable to physically engage RASA1 but retains protein tyrosine kinase activity show normal angiogenic responses. These findings provide strong evidence that RASA1 and EPHB4 function in the same signaling pathway to protect against the development of CM-AVM independent of physical interaction and have important implications with regards possible means of treatment of this disease.
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Affiliation(s)
- Di Chen
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, United States of America
| | - Elizabeth D Hughes
- Transgenic Animal Model Core, University of Michigan Medical School, Ann Arbor, United States of America
| | - Thomas L Saunders
- Transgenic Animal Model Core, University of Michigan Medical School, Ann Arbor, United States of America
| | - Jiangping Wu
- Research Centre, Centre hospitalier de l'Université de Montréal, Montreal, Canada
| | | | - Taija Makinen
- Department of Immunology, Genetics, and Pathology, Uppsala University, Uppsala, Sweden
| | - Philip D King
- Department of Microbiology and Immunology, University of Michigan School of Medicine, Ann Arbor, United States of America
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33
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Laurent D, Small C, Lucke-Wold B, Dodd WS, Chalouhi N, Hu YC, Hosaka K, Motwani K, Martinez M, Polifka A, Koch M, Busl KM, Maciel CB, Hoh B. Understanding the genetics of intracranial aneurysms: A primer. Clin Neurol Neurosurg 2022; 212:107060. [PMID: 34863053 PMCID: PMC10116189 DOI: 10.1016/j.clineuro.2021.107060] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 11/21/2021] [Indexed: 02/08/2023]
Abstract
The genetics of intracranial aneurysms is complex. Much work has been done looking at the extracellular matrix surrounding cerebral vasculature as well as the role of matrix metalloproteinases. This comprehensive review summarizes what is known to date about the important genetic components that predispose to aneurysm formation and critically discusses the published findings. We discuss promising pre-clinical models of aneurysm formation and subarachnoid hemorrhage, and highlight avenues for future discovery, while considering limitations in the research to date. This review will further serve as a comprehensive reference guide to understand the genetic underpinnings for aneurysm pathophysiology and act as a primer for further investigation.
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Affiliation(s)
- Dimitri Laurent
- Department of Neurosurgery, University of Florida, Gainesville, United States.
| | - Coulter Small
- Department of Neurosurgery, University of Florida, Gainesville, United States
| | - Brandon Lucke-Wold
- Department of Neurosurgery, University of Florida, Gainesville, United States
| | - William S Dodd
- Department of Neurosurgery, University of Florida, Gainesville, United States
| | - Nohra Chalouhi
- Department of Neurosurgery, University of Florida, Gainesville, United States
| | - Yin C Hu
- Department of Neurosurgery, University of Florida, Gainesville, United States
| | - Koji Hosaka
- Department of Neurosurgery, University of Florida, Gainesville, United States
| | - Kartik Motwani
- Department of Neurosurgery, University of Florida, Gainesville, United States
| | - Melanie Martinez
- Department of Neurosurgery, University of Florida, Gainesville, United States
| | - Adam Polifka
- Department of Neurosurgery, University of Florida, Gainesville, United States
| | - Matthew Koch
- Department of Neurosurgery, University of Florida, Gainesville, United States
| | - Katharina M Busl
- Department of Neurosurgery, University of Florida, Gainesville, United States
| | - Carolina B Maciel
- Department of Neurosurgery, University of Florida, Gainesville, United States
| | - Brian Hoh
- Department of Neurosurgery, University of Florida, Gainesville, United States.
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34
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Nguyen B, Bix G, Yao Y. Basal lamina changes in neurodegenerative disorders. Mol Neurodegener 2021; 16:81. [PMID: 34876200 PMCID: PMC8650282 DOI: 10.1186/s13024-021-00502-y] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 11/17/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Neurodegenerative disorders are a group of age-associated diseases characterized by progressive degeneration of the structure and function of the CNS. Two key pathological features of these disorders are blood-brain barrier (BBB) breakdown and protein aggregation. MAIN BODY The BBB is composed of various cell types and a non-cellular component---the basal lamina (BL). Although how different cells affect the BBB is well studied, the roles of the BL in BBB maintenance and function remain largely unknown. In addition, located in the perivascular space, the BL is also speculated to regulate protein clearance via the meningeal lymphatic/glymphatic system. Recent studies from our laboratory and others have shown that the BL actively regulates BBB integrity and meningeal lymphatic/glymphatic function in both physiological and pathological conditions, suggesting that it may play an important role in the pathogenesis and/or progression of neurodegenerative disorders. In this review, we focus on changes of the BL and its major components during aging and in neurodegenerative disorders, including Alzheimer's disease (AD), Parkinson's disease (PD), and amyotrophic lateral sclerosis (ALS). First, we introduce the vascular and lymphatic systems in the CNS. Next, we discuss the BL and its major components under homeostatic conditions, and summarize their changes during aging and in AD, PD, and ALS in both rodents and humans. The functional significance of these alterations and potential therapeutic targets are also reviewed. Finally, key challenges in the field and future directions are discussed. CONCLUSIONS Understanding BL changes and the functional significance of these changes in neurodegenerative disorders will fill the gap of knowledge in the field. Our goal is to provide a clear and concise review of the complex relationship between the BL and neurodegenerative disorders to stimulate new hypotheses and further research in this field.
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Affiliation(s)
- Benjamin Nguyen
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia, Athens, GA, USA
| | - Gregory Bix
- Clinical Neuroscience Research Center, Tulane University School of Medicine, New Orleans, Louisiana, USA
- Departments of Neurosurgery and Neurology, Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Yao Yao
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia, Athens, GA, USA.
- Department of Molecular Pharmacology and Physiology, Morsani College of Medicine, University of South Florida, MDC 8, Tampa, Florida, 33612, USA.
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35
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Qureshi K, Farooq MU, Deol A, Glisson C, Gorelick PB. Bilateral Non-Arteritic Anterior Ischaemic Optic Neuropathy in a Patient with a COL4A2 Mutation. Neuroophthalmology 2021; 46:190-193. [DOI: 10.1080/01658107.2021.1992447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Affiliation(s)
- Kasim Qureshi
- Mercy Health, Hauenstein Neurosciences, Grand Rapids, Michigan, United States of America
| | - Muhammad U. Farooq
- Mercy Health, Hauenstein Neurosciences, Grand Rapids, Michigan, United States of America
| | - Avneet Deol
- College of literature, science, and the arts, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Christopher Glisson
- Mercy Health, Hauenstein Neurosciences, Grand Rapids, Michigan, United States of America
| | - Philip B. Gorelick
- Davee Department of Neurology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, Michigan State University College of Human Medicine, Grand Rapids, Michigan, and Mercy Health, Hauenstein Neurosciences, Grand Rapids, Michigan, United States of America
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36
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Gene expression analysis method integration and co-expression module detection applied to rare glucide metabolism disorders using ExpHunterSuite. Sci Rep 2021; 11:15062. [PMID: 34301987 PMCID: PMC8302605 DOI: 10.1038/s41598-021-94343-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 07/09/2021] [Indexed: 12/13/2022] Open
Abstract
High-throughput gene expression analysis is widely used. However, analysis is not straightforward. Multiple approaches should be applied and methods to combine their results implemented and investigated. We present methodology for the comprehensive analysis of expression data, including co-expression module detection and result integration via data-fusion, threshold based methods, and a Naïve Bayes classifier trained on simulated data. Application to rare-disease model datasets confirms existing knowledge related to immune cell infiltration and suggest novel hypotheses including the role of calcium channels. Application to simulated and spike-in experiments shows that combining multiple methods using consensus and classifiers leads to optimal results. ExpHunter Suite is implemented as an R/Bioconductor package available from https://bioconductor.org/packages/ExpHunterSuite. It can be applied to model and non-model organisms and can be run modularly in R; it can also be run from the command line, allowing scalability with large datasets. Code and reports for the studies are available from https://github.com/fmjabato/ExpHunterSuiteExamples.
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37
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Chung J, Hamilton G, Kim M, Marini S, Montgomery B, Henry J, Cho AE, Brown DL, Worrall BB, Meschia JF, Silliman SL, Selim M, Tirschwell DL, Kidwell CS, Kissela B, Greenberg SM, Viswanathan A, Goldstein JN, Langefeld CD, Rannikmae K, Sudlow CLM, Samarasekera N, Rodrigues M, Al-Shahi Salman R, Prendergast JGD, Harris SE, Deary I, Woo D, Rosand J, Van Agtmael T, Anderson CD. Rare Missense Functional Variants at COL4A1 and COL4A2 in Sporadic Intracerebral Hemorrhage. Neurology 2021; 97:e236-e247. [PMID: 34031201 PMCID: PMC8302151 DOI: 10.1212/wnl.0000000000012227] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 04/19/2021] [Indexed: 12/02/2022] Open
Abstract
OBJECTIVE To test the genetic contribution of rare missense variants in COL4A1 and COL4A2 in which common variants are genetically associated with sporadic intracerebral hemorrhage (ICH), we performed rare variant analysis in multiple sequencing data for the risk for sporadic ICH. METHODS We performed sequencing across 559 Kbp at 13q34 including COL4A1 and COL4A2 among 2,133 individuals (1,055 ICH cases; 1,078 controls) in United States-based and 1,381 individuals (192 ICH cases; 1,189 controls) from Scotland-based cohorts, followed by sequence annotation, functional impact prediction, genetic association testing, and in silico thermodynamic modeling. RESULTS We identified 107 rare nonsynonymous variants in sporadic ICH, of which 2 missense variants, rs138269346 (COL4A1I110T) and rs201716258 (COL4A2H203L), were predicted to be highly functional and occurred in multiple ICH cases but not in controls from the United States-based cohort. The minor allele of rs201716258 was also present in Scottish patients with ICH, and rs138269346 was observed in 2 ICH-free controls with a history of hypertension and myocardial infarction. Rs138269346 was nominally associated with nonlobar ICH risk (p = 0.05), but not with lobar ICH (p = 0.08), while associations between rs201716258 and ICH subtypes were nonsignificant (p > 0.12). Both variants were considered pathogenic based on minor allele frequency (<0.00035 in European populations), predicted functional impact (deleterious or probably damaging), and in silico modeling studies (substantially altered physical length and thermal stability of collagen). CONCLUSIONS We identified rare missense variants in COL4A1/A2 in association with sporadic ICH. Our annotation and simulation studies suggest that these variants are highly functional and may represent targets for translational follow-up.
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Affiliation(s)
- Jaeyoon Chung
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Graham Hamilton
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Minsup Kim
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Sandro Marini
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Bailey Montgomery
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Jonathan Henry
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Art E Cho
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Devin L Brown
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Bradford B Worrall
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - James F Meschia
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Scott L Silliman
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Magdy Selim
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - David L Tirschwell
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Chelsea S Kidwell
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Brett Kissela
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Steven M Greenberg
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Anand Viswanathan
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Joshua N Goldstein
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Carl D Langefeld
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Kristiina Rannikmae
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Catherine L M Sudlow
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Neshika Samarasekera
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Mark Rodrigues
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Rustam Al-Shahi Salman
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - James G D Prendergast
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Sarah E Harris
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Ian Deary
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Daniel Woo
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Jonathan Rosand
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Tom Van Agtmael
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Christopher D Anderson
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
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Donner I, Sipilä LJ, Plaketti RM, Kuosmanen A, Forsström L, Katainen R, Kuismin O, Aavikko M, Romsi P, Kariniemi J, Aaltonen LA. Next-generation sequencing in a large pedigree segregating visceral artery aneurysms suggests potential role of COL4A1/COL4A2 in disease etiology. Vascular 2021; 30:842-847. [PMID: 34281442 DOI: 10.1177/17085381211033157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Visceral artery aneurysms (VAAs) can be fatal if ruptured. Although a relatively rare incident, it holds a contemporary mortality rate of approximately 12%. VAAs have multiple possible causes, one of which is genetic predisposition. Here, we present a striking family with seven individuals affected by VAAs, and one individual affected by a visceral artery pseudoaneurysm. METHODS We exome sequenced the affected family members and the parents of the proband to find a possible underlying genetic defect. As exome sequencing did not reveal any feasible protein-coding variants, we combined whole-genome sequencing of two individuals with linkage analysis to find a plausible non-coding culprit variant. Variants were ranked by the deep learning framework DeepSEA. RESULTS Two of seven top-ranking variants, NC_000013.11:g.108154659C>T and NC_000013.11:g.110409638C>T, were found in all VAA-affected individuals, but not in the individual affected by the pseudoaneurysm. The second variant is in a candidate cis-regulatory element in the fourth intron of COL4A2, proximal to COL4A1. CONCLUSIONS As type IV collagens are essential for the stability and integrity of the vascular basement membrane and involved in vascular disease, we conclude that COL4A1 and COL4A2 are strong candidates for VAA susceptibility genes.
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Affiliation(s)
- Iikki Donner
- Department of Medical and Clinical Genetics, Medicum, 3835University of Helsinki, Helsinki, Finland.,Genome-Scale Biology Research Program, Research Programs Unit, 3835University of Helsinki, Helsinki, Finland
| | - Lauri J Sipilä
- Department of Medical and Clinical Genetics, Medicum, 3835University of Helsinki, Helsinki, Finland.,Genome-Scale Biology Research Program, Research Programs Unit, 3835University of Helsinki, Helsinki, Finland
| | - Roosa-Maria Plaketti
- Department of Medical and Clinical Genetics, Medicum, 3835University of Helsinki, Helsinki, Finland.,Genome-Scale Biology Research Program, Research Programs Unit, 3835University of Helsinki, Helsinki, Finland
| | - Anna Kuosmanen
- Department of Medical and Clinical Genetics, Medicum, 3835University of Helsinki, Helsinki, Finland.,Genome-Scale Biology Research Program, Research Programs Unit, 3835University of Helsinki, Helsinki, Finland
| | - Linda Forsström
- Department of Medical and Clinical Genetics, Medicum, 3835University of Helsinki, Helsinki, Finland.,Genome-Scale Biology Research Program, Research Programs Unit, 3835University of Helsinki, Helsinki, Finland
| | - Riku Katainen
- Department of Medical and Clinical Genetics, Medicum, 3835University of Helsinki, Helsinki, Finland.,Genome-Scale Biology Research Program, Research Programs Unit, 3835University of Helsinki, Helsinki, Finland
| | - Outi Kuismin
- Department of Clinical Genetics, 60664Oulu University Hospital, Oulu, Finland.,PEDEGO Research Unit, Medical Research Center Oulu, 60664Oulu University Hospitaland University of Oulu, Oulu, Finland
| | - Mervi Aavikko
- Department of Medical and Clinical Genetics, Medicum, 3835University of Helsinki, Helsinki, Finland.,Genome-Scale Biology Research Program, Research Programs Unit, 3835University of Helsinki, Helsinki, Finland.,Institute for Molecular Medicine Finland (FIMM), HiLIFE, 3835University of Helsinki, Helsinki, Finland
| | - Pekka Romsi
- Department of Vascular Surgery, 60664Oulu University Hospital, Oulu, Finland
| | - Juho Kariniemi
- Department of Radiology, 60664Oulu University Hospital, Oulu, Finland
| | - Lauri A Aaltonen
- Department of Medical and Clinical Genetics, Medicum, 3835University of Helsinki, Helsinki, Finland.,Genome-Scale Biology Research Program, Research Programs Unit, 3835University of Helsinki, Helsinki, Finland
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Are COL4A1 and COL4A2 gene polymorphisms associated with cerebral palsy? Turk J Phys Med Rehabil 2021; 67:242-249. [PMID: 34396076 PMCID: PMC8343154 DOI: 10.5606/tftrd.2021.5481] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Accepted: 04/16/2020] [Indexed: 11/21/2022] Open
Abstract
Objectives This study aims to investigate the association of COL4A1 and COL4A2 gene polymorphisms with susceptibility to risk of developing cerebral palsy (CP) and severity of CP. Patients and methods Between December 2016 and June 2017, a total of 176 patients with CP (101 males, 75 females; mean age 71.8±37.9 months; range, 24 to 184 months) and age-, sex-, and ethnically-matched 178 (90 males, 88 females; mean age 69.3±55.2 months; range, 24 to 214 months) controls were included. Two polymorphisms of COL4A1 (rs1961495) and COL4A2 (rs9521733) genes were typed from genomic deoxyribonucleic acid. Genotype distributions and allelic frequencies were compared between the patient and control groups. Gross Motor Function Classification System, the use of medical drugs, type of involvement, number of affected limbs, accompanying conditions, birth weight, gestational age, and magnetic resonance imaging (MRI) findings were used to evaluate the disease severity and their relationships with the COL4A1 and COL4A2 gene polymorphisms. Results There was no statistically significant difference between the groups in terms of genotype distribution and allele frequency of COL4A1 and COL4A2 gene polymorphisms (p>0.05). In addition, there was no relationship between severity of CP and two gene polymorphisms (p>0.05). A significant association was detected between the COL4A2 polymorphism and growth retardation in CP. The TT genotype (57.1%) and T allele (76.2%) were higher, compared to CC (4.8%) and CT genotypes (38.1%) and C allele (23.8%) in patients with CP with growth retardation (p=0.03 for genotype and p=0.01 for allele frequency). Conclusion These findings suggest that COL4A1 and COL4A2 gene polymorphisms are not associated with susceptibility to CP in a group of Turkish populations, although COL4A2 gene polymorphism may be associated with growth retardation in patients with CP.
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Ulivi L, Cosottini M, Migaleddu G, Orlandi G, Giannini N, Siciliano G, Mancuso M. Brain MRI in Monogenic Cerebral Small Vessel Diseases: A Practical Handbook. Curr Mol Med 2021; 22:300-311. [DOI: 10.2174/1566524021666210510164003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 01/28/2021] [Accepted: 02/09/2021] [Indexed: 11/22/2022]
Abstract
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Monogenic cerebral small vessel diseases are a topic of growing interest, as several genes responsible have been recently described and new sequencing techniques such as Next generation sequencing are available. Brain imaging is a key exam in these diseases. First, since it is often the first exam performed, an MRI is key in selecting patients for genetic testing and for interpreting Next generation sequencing reports. In addition, neuroimaging can be helpful in describing the underlying pathological mechanisms involved in cerebral small vessel disease. With this review, we aim to provide Neurologists and Stroke physicians with an up-to date overview of the current neuroimaging knowledge on monogenic small vessel diseases.
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Affiliation(s)
- Leonardo Ulivi
- Department of Experimental and Clinical Medicine, Neurological Clinic, Pisa University, Via Roma 67, Pisa, Italy
| | - Mirco Cosottini
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Gianmichele Migaleddu
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Giovanni Orlandi
- Department of Experimental and Clinical Medicine, Neurological Clinic, Pisa University, Via Roma 67, Pisa, Italy
| | - Nicola Giannini
- Department of Experimental and Clinical Medicine, Neurological Clinic, Pisa University, Via Roma 67, Pisa, Italy
| | - Gabriele Siciliano
- Department of Experimental and Clinical Medicine, Neurological Clinic, Pisa University, Via Roma 67, Pisa, Italy
| | - Michelangelo Mancuso
- Department of Experimental and Clinical Medicine, Neurological Clinic, Pisa University, Via Roma 67, Pisa, Italy
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Deletion in COL4A2 is associated with a three-generation variable phenotype: from fetal to adult manifestations. Eur J Hum Genet 2021; 29:1654-1662. [PMID: 33837277 DOI: 10.1038/s41431-021-00880-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 02/04/2021] [Accepted: 03/23/2021] [Indexed: 11/08/2022] Open
Abstract
Genetic alterations in COL4A2 are less common than those of COL4A1 and their fetal phenotype has not been described to date. We describe a three-generation family with an intragenic deletion in COL4A2 associated with a prenatal diagnosis of recurrent fetal intracerebral hemorrhage (ICH), and a myriad of cerebrovascular manifestations. Exome sequencing, co-segregation analysis, and imaging studies were conducted on eight family members including two fetuses with antenatal ICH. Histopathological evaluation was performed on the terminated fetuses. An intragenic heterozygous pathogenic in-frame deletion; COL4A2, c.4151_4168del, (p.Thr1384_Gly1389del) was identified in both fetuses, their father with hemiplegic cerebral palsy (CP), as well as other family members. Postmortem histopathological examination identified microscopic foci of heterotopias and polymicrogyria. The variant segregated in affected individuals demonstrating varying degrees of penetrance and a wide phenotypic spectrum including periventricular venous hemorrhagic infarction causing hemiplegic CP, polymicrogyria, leukoencephalopathy, and lacunar stroke. We present radiographic, pathological, and genetic evidence of prenatal ICH and show, for what we believe to be the first time, a human pathological proof of polymicrogyria and heterotopias in association with a COL4A2 disease-causing variant, while illustrating the variable phenotype and partial penetrance of this disease. We highlight the importance of genetic analysis in fetal ICH and hemiplegic CP.
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Kumai T, Sadato A, Kurahashi H, Kato T, Adachi K, Hirose Y. Coexistence of RASA1 and COL4A2 variants caused pial arteriovenous fistula (AVF) in a patient with capillary malformation-arteriovenous malformation. Clin Neurol Neurosurg 2021; 204:106612. [PMID: 33799089 DOI: 10.1016/j.clineuro.2021.106612] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 03/21/2021] [Indexed: 10/21/2022]
Abstract
Pial arteriovenous fistulas (AVFs) are rare vascular lesions; their exact pathophysiology is largely unknown. Pial AVFs have been reported to develop within capillary malformation-arteriovenous malformation (CM-AVM); however, only a few cases have been reported. Variants in the RASA1 gene have been reported as a cause of CM-AVM. We report the case of an adult patient with pial AVF, who carried variants in the RASA1 and COL4A2 genes. The patient in the current report was likely to have been affected by CM-AVM and the RASA1 variant seemed to be the primary factor in the pathogenesis of pial AVF. However, COL4A2 may have also contributed to the development of pial AVF because the COL4A2 and RASA1 variants have a common pathophysiology, wherein the patient develops lesions due to collagen type IV deficiency.
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Affiliation(s)
- Tadashi Kumai
- Department of Neurosurgery, Fujita Health University, Toyoake, Japan; Department of Neurosurgery, TOYOTA Memorial Hospital, Toyota, Japan.
| | - Akiyo Sadato
- Department of Neurosurgery, Fujita Health University, Toyoake, Japan; Department of Neurosurgery, Fujita Health University Okazaki Medical Center, Okazaki, Japan
| | - Hiroki Kurahashi
- Division of Molecular Genetics, Institute for Comprehensive Medical Science, Fujita Health University, Toyoake, Japan
| | - Takema Kato
- Division of Molecular Genetics, Institute for Comprehensive Medical Science, Fujita Health University, Toyoake, Japan
| | - Kazuhide Adachi
- Department of Neurosurgery, Fujita Health University, Toyoake, Japan
| | - Yuichi Hirose
- Department of Neurosurgery, Fujita Health University, Toyoake, Japan
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Wang H, Liang P, Zheng L, Long C, Li H, Zuo Y. eHSCPr discriminating the cell identity involved in endothelial to hematopoietic transition. Bioinformatics 2021; 37:2157-2164. [PMID: 33532815 DOI: 10.1093/bioinformatics/btab071] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 01/15/2021] [Accepted: 01/28/2021] [Indexed: 12/11/2022] Open
Abstract
MOTIVATION Hematopoietic stem cells (HSCs) give rise to all blood cells and play a vital role throughout the whole lifespan through their pluripotency and self-renewal properties. Accurately identifying the stages of early HSCs is extremely important, as it may open up new prospects for extracorporeal blood research. Existing experimental techniques for identifying the early stages of HSCs development are time-consuming and expensive. Machine learning has shown its excellence in massive single-cell data processing and it is desirable to develop related computational models as good complements to experimental techniques. RESULTS In this study, we presented a novel predictor called eHSCPr specifically for predicting the early stages of HSCs development. To reveal the distinct genes at each developmental stage of HSCs, we compared F-score with three state-of-art differential gene selection methods (limma, DESeq2, edgeR) and evaluated their performance. F-score captured the more critical surface markers of endothelial cells and hematopoietic cells, and the area under receiver operating characteristic curve (ROC) value was 0.987. Based on SVM, the 10-fold cross-validation accuracy of eHSCpr in the independent dataset and the training dataset reached 94.84% and 94.19%, respectively. Importantly, we performed transcription analysis on the F-score gene set, which indeed further enriched the signal markers of HSCs development stages. eHSCPr can be a powerful tool for predicting early stages of HSCs development, facilitating hypothesis-driven experimental design and providing crucial clues for the in vitro blood regeneration studies. AVAILABILITY http://bioinfor.imu.edu.cn/ehscpr. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Hao Wang
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, College of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Pengfei Liang
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, College of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Lei Zheng
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, College of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - ChunShen Long
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, College of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - HanShuang Li
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, College of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
| | - Yongchun Zuo
- State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, College of Life Sciences, Inner Mongolia University, Hohhot, 010070, China
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Hu X, Tan S, Yin H, Khoso PA, Xu Z, Li S. Selenium-mediated gga-miR-29a-3p regulates LMH cell proliferation, invasion, and migration by targeting COL4A2. Metallomics 2021; 12:449-459. [PMID: 32039426 DOI: 10.1039/c9mt00266a] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Selenium (Se) is an essential trace element that has several functions in cellular processes related to cancer prevention. While the cancericidal effect of Se has been reported in liver cancer, the mechanism has not been clarified. MiR-29a has widely been reported as a tumor suppressor; however, it also acts as a carcinogenic agent by increasing cell invasion in human epithelial cancer cells and hepatoma cells. In a previous study, we found that miR-29a-3p is a Se-sensitive miRNA. However, its effect in the chicken hepatocellular carcinoma cell line (LMH) is still unknown. In the present study, we found that the expression of miR-29a-3p in LMH cells was decreased by Se supplementation and increased under Se-deficient conditions. Flow cytometry and CCK-8 results suggested that Se decreased LMH cell proliferation induced by miR-29a-3p overexpression. Transwell and gap-closure assays implied that Se mediated LMH cell invasion and migration by downregulating miR-29a-3p. Quantitative real-time polymerase chain reaction and Western blotting results suggested that Se mitigated miR-29a-3p overexpression-induced LMH cell proliferation by downregulating CDK2, cyclin-D1, CDK6, and cyclin-E1. We further demonstrated that collagen type IV alpha 2 (COL4A2) is a target gene of miR-29a-3p. COL4A2 activates the RhoA/ROCK pathway to promote LMH cell invasion and migration. In conclusion, Se mediated miR-29a-3p overexpression induced LMH cell invasion and migration by targeting COL4A2 to inactivate the RhoA/ROCK pathway.
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Affiliation(s)
- Xueyuan Hu
- College of Veterinary Medicine, Northeast Agricultural University, Harbin, China.
| | - Siran Tan
- College of Veterinary Medicine, Northeast Agricultural University, Harbin, China.
| | - Hang Yin
- College of Veterinary Medicine, Northeast Agricultural University, Harbin, China.
| | - Pervez Ahmed Khoso
- Shaheed Benazir Bhutto, University of Veterinary and Animal Sciences, Sakrand, Pakistan
| | - Zhe Xu
- College of Veterinary Medicine, Northeast Agricultural University, Harbin, China.
| | - Shu Li
- College of Veterinary Medicine, Northeast Agricultural University, Harbin, China.
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Chen CP, Chen CY, Chern SR, Wu PS, Chen SW, Lee CC, Chen LF, Wang W. Prenatal diagnosis and molecular cytogenetic characterization of mosaicism for r(13), monosomy 13 and idic r(13) by amniocentesis. Taiwan J Obstet Gynecol 2020; 59:130-134. [PMID: 32039781 DOI: 10.1016/j.tjog.2019.11.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/21/2019] [Indexed: 01/03/2023] Open
Abstract
OBJECTIVE We present prenatal diagnosis and molecular cytogenetic characterization of mosaicism for ring chromosome 13 [r(13)], monosomy 13 and isodicentric ring chromosome 13 [idic r(13)] by amniocentesis. CASE REPORT A 24-year-old woman underwent amniocentesis at 23 weeks of gestation because of intrauterine growth restriction (IUGR) in the fetus. Amniocentesis revealed a karyotype of 46,XY,r(13)[23]/45,XY,-13[10]/46,XY,idic r(13)[2]. The parental karyotypes were normal. Array comparative genomic hybridization (aCGH) on cultured amniocytes revealed the result of arr 13q11q31.3 (19,436,286-92,284,309) × 1.85, arr 13q31.3q34 (92,288,514-115,107,733) × 1 [GRCh37 (hg19)], indicating a 22.82-Mb 13q31.3-q34 deletion and a 15-20% mosaicism for 13q11-q31.3 deletion. The pregnancy was subsequently terminated, and a malformed fetus was delivered with facial dysmorphism. The placental tissues had a karyotype of 46,XY,r(13)[18]/46,XY,-13,+mar[14]/45,XY,-13[8]. Polymorphic DNA marker analysis confirmed a maternal origin of the 13q deletion. CONCLUSION Fetus with mosaic r(13), monosomy 13 and idic r(13) may present IUGR on prenatal ultrasound, and fetoplacental cytogenetic discrepancy may exist under such a circumstance.
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Affiliation(s)
- Chih-Ping Chen
- Department of Obstetrics and Gynecology, MacKay Memorial Hospital, Taipei, Taiwan; Department of Medical Research, MacKay Memorial Hospital, Taipei, Taiwan; Department of Biotechnology, Asia University, Taichung, Taiwan; School of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan; Institute of Clinical and Community Health Nursing, National Yang-Ming University, Taipei, Taiwan; Department of Obstetrics and Gynecology, School of Medicine, National Yang-Ming University, Taipei, Taiwan.
| | - Chen-Yu Chen
- Department of Obstetrics and Gynecology, MacKay Memorial Hospital, Taipei, Taiwan; Department of Medicine, MacKay Medical College, New Taipei City, Taiwan; MacKay Junior College of Medicine, Nursing and Management, Taipei, Taiwan
| | - Schu-Rern Chern
- Department of Medical Research, MacKay Memorial Hospital, Taipei, Taiwan
| | | | - Shin-Wen Chen
- Department of Obstetrics and Gynecology, MacKay Memorial Hospital, Taipei, Taiwan
| | - Chen-Chi Lee
- Department of Obstetrics and Gynecology, MacKay Memorial Hospital, Taipei, Taiwan
| | - Li-Feng Chen
- Department of Obstetrics and Gynecology, MacKay Memorial Hospital, Taipei, Taiwan
| | - Wayseen Wang
- Department of Medical Research, MacKay Memorial Hospital, Taipei, Taiwan; Department of Bioengineering, Tatung University, Taipei, Taiwan
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Abstract
The glomerular filtration barrier is a highly specialized capillary wall comprising fenestrated endothelial cells, podocytes, and an intervening basement membrane. In glomerular disease, this barrier loses functional integrity, allowing the passage of macromolecules and cells, and there are associated changes in both cell morphology and the extracellular matrix. Over the past 3 decades, there has been a transformation in our understanding about glomerular disease, fueled by genetic discovery, and this is leading to exciting advances in our knowledge about glomerular biology and pathophysiology. In current clinical practice, a genetic diagnosis already has important implications for management, ranging from estimating the risk of disease recurrence post-transplant to the life-changing advances in the treatment of atypical hemolytic uremic syndrome. Improving our understanding about the mechanistic basis of glomerular disease is required for more effective and personalized therapy options. In this review, we describe genotype and phenotype correlations for genetic disorders of the glomerular filtration barrier, with a particular emphasis on how these gene defects cluster by both their ontology and patterns of glomerular pathology.
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Affiliation(s)
- Anna S. Li
- Division of Cell-Matrix Biology and Regenerative Medicine, Wellcome Centre for Cell-Matrix Research, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester, United Kingdom
- Department of Nephrology, Manchester University Hospitals National Health Service Foundation Trust, Manchester Academic Health Science Centre, Manchester, United Kingdom
| | - Jack F. Ingham
- Division of Cell-Matrix Biology and Regenerative Medicine, Wellcome Centre for Cell-Matrix Research, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester, United Kingdom
| | - Rachel Lennon
- Division of Cell-Matrix Biology and Regenerative Medicine, Wellcome Centre for Cell-Matrix Research, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester, United Kingdom
- Department of Paediatric Nephrology, Royal Manchester Children’s Hospital, Manchester University Hospitals National Health Service Foundation Trust, Manchester Academic Health Science Centre, Manchester, United Kingdom
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Okada T, Suzuki H, Travis ZD, Zhang JH. The Stroke-Induced Blood-Brain Barrier Disruption: Current Progress of Inspection Technique, Mechanism, and Therapeutic Target. Curr Neuropharmacol 2020; 18:1187-1212. [PMID: 32484111 PMCID: PMC7770643 DOI: 10.2174/1570159x18666200528143301] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 04/23/2020] [Accepted: 05/23/2020] [Indexed: 02/07/2023] Open
Abstract
Stroke is one of the leading causes of mortality and morbidity worldwide. The blood-brain barrier (BBB) is a characteristic structure of microvessel within the brain. Under normal physiological conditions, the BBB plays a role in the prevention of harmful substances entering into the brain parenchyma within the central nervous system. However, stroke stimuli induce the breakdown of BBB leading to the influx of cytotoxic substances, vasogenic brain edema, and hemorrhagic transformation. Therefore, BBB disruption is a major complication, which needs to be addressed in order to improve clinical outcomes in stroke. In this review, we first discuss the structure and function of the BBB. Next, we discuss the progress of the techniques utilized to study BBB breakdown in in-vitro and in-vivo studies, along with biomarkers and imaging techniques in clinical settings. Lastly, we highlight the mechanisms of stroke-induced neuroinflammation and apoptotic process of endothelial cells causing BBB breakdown, and the potential therapeutic targets to protect BBB integrity after stroke. Secondary products arising from stroke-induced tissue damage provide transformation of myeloid cells such as microglia and macrophages to pro-inflammatory phenotype followed by further BBB disruption via neuroinflammation and apoptosis of endothelial cells. In contrast, these myeloid cells are also polarized to anti-inflammatory phenotype, repairing compromised BBB. Therefore, therapeutic strategies to induce anti-inflammatory phenotypes of the myeloid cells may protect BBB in order to improve clinical outcomes of stroke patients.
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Affiliation(s)
- Takeshi Okada
- Department of Physiology and Pharmacology, Loma Linda University, Loma Linda, CA, USA, Risley Hall, Room 219,
11041 Campus St, Loma Linda, CA 92354, USA,Department of Neurosurgery, Mie University Graduate School of Medicine, Mie, Japan, 2-174 Edobashi, Tsu, Mie 514-8507, Japan
| | - Hidenori Suzuki
- Department of Neurosurgery, Mie University Graduate School of Medicine, Mie, Japan, 2-174 Edobashi, Tsu, Mie 514-8507, Japan
| | - Zachary D Travis
- Department of Physiology and Pharmacology, Loma Linda University, Loma Linda, CA, USA, Risley Hall, Room 219,
11041 Campus St, Loma Linda, CA 92354, USA,Department of Earth and Biological Sciences, Loma Linda University, Loma Linda, CA, USA , Risley Hall, Room 219, 11041 Campus St, Loma Linda, CA 92354, USA
| | - John H Zhang
- Department of Physiology and Pharmacology, Loma Linda University, Loma Linda, CA, USA, Risley Hall, Room 219,
11041 Campus St, Loma Linda, CA 92354, USA,Department of Anesthesiology, Loma Linda University, Loma Linda, CA, USA, Risley Hall, Room 219, 11041 Campus St, Loma Linda, CA 92354, USA,Department of Neurosurgery, Loma Linda University, Loma Linda, CA, USA, Risley Hall, Room 219, 11041 Campus St, Loma Linda, CA 92354, USA
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48
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Cottarelli A, Corada M, Beznoussenko GV, Mironov AA, Globisch MA, Biswas S, Huang H, Dimberg A, Magnusson PU, Agalliu D, Lampugnani MG, Dejana E. Fgfbp1 promotes blood-brain barrier development by regulating collagen IV deposition and maintaining Wnt/β-catenin signaling. Development 2020; 147:dev.185140. [PMID: 32747434 DOI: 10.1242/dev.185140] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Accepted: 07/20/2020] [Indexed: 12/17/2022]
Abstract
Central nervous system (CNS) blood vessels contain a functional blood-brain barrier (BBB) that is necessary for neuronal survival and activity. Although Wnt/β-catenin signaling is essential for BBB development, its downstream targets within the neurovasculature remain poorly understood. To identify targets of Wnt/β-catenin signaling underlying BBB maturation, we performed a microarray analysis that identified Fgfbp1 as a novel Wnt/β-catenin-regulated gene in mouse brain endothelial cells (mBECs). Fgfbp1 is expressed in the CNS endothelium and secreted into the vascular basement membrane during BBB formation. Endothelial genetic ablation of Fgfbp1 results in transient hypervascularization but delays BBB maturation in specific CNS regions, as evidenced by both upregulation of Plvap and increased tracer leakage across the neurovasculature due to reduced Wnt/β-catenin activity. In addition, collagen IV deposition in the vascular basement membrane is reduced in mutant mice, leading to defective endothelial cell-pericyte interactions. Fgfbp1 is required cell-autonomously in mBECs to concentrate Wnt ligands near cell junctions and promote maturation of their barrier properties in vitro Thus, Fgfbp1 is a crucial extracellular matrix protein during BBB maturation that regulates cell-cell interactions and Wnt/β-catenin activity.
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Affiliation(s)
- Azzurra Cottarelli
- FIRC Institute of Molecular Oncology Foundation (IFOM), 20139 Milan, Italy.,Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Monica Corada
- FIRC Institute of Molecular Oncology Foundation (IFOM), 20139 Milan, Italy
| | | | | | - Maria A Globisch
- Rudbeck Laboratory, Department of Immunology, Genetics & Pathology, Uppsala University, Uppsala 75237, Sweden
| | - Saptarshi Biswas
- Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Hua Huang
- Rudbeck Laboratory, Department of Immunology, Genetics & Pathology, Uppsala University, Uppsala 75237, Sweden
| | - Anna Dimberg
- Rudbeck Laboratory, Department of Immunology, Genetics & Pathology, Uppsala University, Uppsala 75237, Sweden
| | - Peetra U Magnusson
- Rudbeck Laboratory, Department of Immunology, Genetics & Pathology, Uppsala University, Uppsala 75237, Sweden
| | - Dritan Agalliu
- Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032, USA .,Department of Pathology & Cell Biology, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Maria Grazia Lampugnani
- FIRC Institute of Molecular Oncology Foundation (IFOM), 20139 Milan, Italy .,Istituto di Ricerche Farmacologiche Mario Negri, 20156 Milan, Italy
| | - Elisabetta Dejana
- FIRC Institute of Molecular Oncology Foundation (IFOM), 20139 Milan, Italy .,Rudbeck Laboratory, Department of Immunology, Genetics & Pathology, Uppsala University, Uppsala 75237, Sweden.,Department of Oncology and Haemato-Oncology, School of Medicine, University of Milan, 20122 Milan, Italy
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49
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He X, Shen H, Fu H, Feng C, Liu Z, Jin Y, Mao J. Reduced anogenital distance, hematuria and left renal hypoplasia in a patient with 13q33.1-34 deletion: case report and literature review. BMC Pediatr 2020; 20:327. [PMID: 32616040 PMCID: PMC7330938 DOI: 10.1186/s12887-020-02205-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 06/12/2020] [Indexed: 12/02/2022] Open
Abstract
Background 13q33–q34 microdeletions are rare chromosomal aberrations associated with a high risk of developmental disability, facial dysmorphism, cardiac defects and other malformation of organs. It is necessary to collect and report evidence of this rare chromosome mutation to improve the prognosis of this rare disease. Case presentation We report a patient harboring an 11.56 Mb microdeletion at 13q33.1–34 region, which contains about 30 OMIM genes. Besides the common clinical manifestations such as facial dysmorphism, developmental delay, intellectual disability, epilepsy, and congenital heart disease, she also suffered from a reduced anogenital distance, hematuria and left renal hypoplasia. Most related cases were characterized by facial deformity and heart defects, but there were few reports on renal malformation, especially regarding renal hypoplasia with hematuria. Conclusion We have reported a patient suffering from a reduced anogenital distance, hematuria and left renal hypoplasia. A de novo 11.56 Mb deletion ranging from 13q33.1 to 13q34 (Chr13:103542220–115,106,996) was found by SNP-array analysis. It might be the first time for hematuria and renal hypoplasia to be reported as symptoms of 13q33-q34 deletion syndrome Neurodevelopmental disability, heart defects and urogenital/anorectal anomalies may be resulted from common or overlapping regions of deletion in chromosome bands 13q33.1-q34 and may share a common molecular mechanism.
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Affiliation(s)
- Xue He
- Department of Nephrology, National Clinical Research Center For Child Health, The Children's Hospital, Zhejiang University School of Medicine, #57 Zhugan Lane, Hangzhou, Zhejiang Province, 310003, P.R. China
| | - Huijun Shen
- Department of Nephrology, National Clinical Research Center For Child Health, The Children's Hospital, Zhejiang University School of Medicine, #57 Zhugan Lane, Hangzhou, Zhejiang Province, 310003, P.R. China
| | - Haidong Fu
- Department of Nephrology, National Clinical Research Center For Child Health, The Children's Hospital, Zhejiang University School of Medicine, #57 Zhugan Lane, Hangzhou, Zhejiang Province, 310003, P.R. China
| | - Chunyue Feng
- Department of Nephrology, National Clinical Research Center For Child Health, The Children's Hospital, Zhejiang University School of Medicine, #57 Zhugan Lane, Hangzhou, Zhejiang Province, 310003, P.R. China
| | - Zhixia Liu
- Department of Nephrology, National Clinical Research Center For Child Health, The Children's Hospital, Zhejiang University School of Medicine, #57 Zhugan Lane, Hangzhou, Zhejiang Province, 310003, P.R. China
| | - Yanyan Jin
- Department of Nephrology, National Clinical Research Center For Child Health, The Children's Hospital, Zhejiang University School of Medicine, #57 Zhugan Lane, Hangzhou, Zhejiang Province, 310003, P.R. China
| | - Jianhua Mao
- Department of Nephrology, National Clinical Research Center For Child Health, The Children's Hospital, Zhejiang University School of Medicine, #57 Zhugan Lane, Hangzhou, Zhejiang Province, 310003, P.R. China.
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50
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Armstrong NJ, Mather KA, Sargurupremraj M, Knol MJ, Malik R, Satizabal CL, Yanek LR, Wen W, Gudnason VG, Dueker ND, Elliott LT, Hofer E, Bis J, Jahanshad N, Li S, Logue MA, Luciano M, Scholz M, Smith AV, Trompet S, Vojinovic D, Xia R, Alfaro-Almagro F, Ames D, Amin N, Amouyel P, Beiser AS, Brodaty H, Deary IJ, Fennema-Notestine C, Gampawar PG, Gottesman R, Griffanti L, Jack CR, Jenkinson M, Jiang J, Kral BG, Kwok JB, Lampe L, C M Liewald D, Maillard P, Marchini J, Bastin ME, Mazoyer B, Pirpamer L, Rafael Romero J, Roshchupkin GV, Schofield PR, Schroeter ML, Stott DJ, Thalamuthu A, Trollor J, Tzourio C, van der Grond J, Vernooij MW, Witte VA, Wright MJ, Yang Q, Morris Z, Siggurdsson S, Psaty B, Villringer A, Schmidt H, Haberg AK, van Duijn CM, Jukema JW, Dichgans M, Sacco RL, Wright CB, Kremen WS, Becker LC, Thompson PM, Mosley TH, Wardlaw JM, Ikram MA, Adams HHH, Seshadri S, Sachdev PS, Smith SM, Launer L, Longstreth W, DeCarli C, Schmidt R, Fornage M, Debette S, Nyquist PA. Common Genetic Variation Indicates Separate Causes for Periventricular and Deep White Matter Hyperintensities. Stroke 2020; 51:2111-2121. [PMID: 32517579 DOI: 10.1161/strokeaha.119.027544] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND AND PURPOSE Periventricular white matter hyperintensities (WMH; PVWMH) and deep WMH (DWMH) are regional classifications of WMH and reflect proposed differences in cause. In the first study, to date, we undertook genome-wide association analyses of DWMH and PVWMH to show that these phenotypes have different genetic underpinnings. METHODS Participants were aged 45 years and older, free of stroke and dementia. We conducted genome-wide association analyses of PVWMH and DWMH in 26,654 participants from CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology), ENIGMA (Enhancing Neuro-Imaging Genetics Through Meta-Analysis), and the UKB (UK Biobank). Regional correlations were investigated using the genome-wide association analyses -pairwise method. Cross-trait genetic correlations between PVWMH, DWMH, stroke, and dementia were estimated using LDSC. RESULTS In the discovery and replication analysis, for PVWMH only, we found associations on chromosomes 2 (NBEAL), 10q23.1 (TSPAN14/FAM231A), and 10q24.33 (SH3PXD2A). In the much larger combined meta-analysis of all cohorts, we identified ten significant regions for PVWMH: chromosomes 2 (3 regions), 6, 7, 10 (2 regions), 13, 16, and 17q23.1. New loci of interest include 7q36.1 (NOS3) and 16q24.2. In both the discovery/replication and combined analysis, we found genome-wide significant associations for the 17q25.1 locus for both DWMH and PVWMH. Using gene-based association analysis, 19 genes across all regions were identified for PVWMH only, including the new genes: CALCRL (2q32.1), KLHL24 (3q27.1), VCAN (5q27.1), and POLR2F (22q13.1). Thirteen genes in the 17q25.1 locus were significant for both phenotypes. More extensive genetic correlations were observed for PVWMH with small vessel ischemic stroke. There were no associations with dementia for either phenotype. CONCLUSIONS Our study confirms these phenotypes have distinct and also shared genetic architectures. Genetic analyses indicated PVWMH was more associated with ischemic stroke whilst DWMH loci were implicated in vascular, astrocyte, and neuronal function. Our study confirms these phenotypes are distinct neuroimaging classifications and identifies new candidate genes associated with PVWMH only.
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Affiliation(s)
- Nicola J Armstrong
- Mathematics and Statistics, Murdoch University, Perth, Australia (N.J.A.)
| | - Karen A Mather
- Centre for Healthy Brain Ageing, School of Psychiatry (K.A.M., W.W., H.B., J.J., A.T., J.T., P.S.S.), University of New South Wales, Sydney, Australia.,Neuroscience Research Australia, Sydney, Australia (K.A.M., P.R.S., A.T.)
| | | | - Maria J Knol
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands (M.J.K., D.V., N.A., G.V.R., M.W.V., C.M.v.D., M.A.I., H.H.H.A.)
| | - Rainer Malik
- Institute for Stroke and Dementia Research (ISD), University Hospital, Ludwig-Maximilians-Universität LMU Munich, Germany (R.M., M.D.)
| | - Claudia L Satizabal
- Glenn Biggs Institute for Alzheimer's & Neurodegenerative Diseases, UT Health San Antonio, San Antonio, TX (C.L.S., S.S.).,The Framingham Heart Study, MA (C.L.S., A.S.B., J.R.R., S.S.).,Department of Neurology (C.L.S., A.S.B., J.R.R., S.S.), Boston University School of Medicine, MA
| | - Lisa R Yanek
- GeneSTAR Research Program (L.R.Y., B.G.K., L.C.B., P.A.N.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Wei Wen
- Centre for Healthy Brain Ageing, School of Psychiatry (K.A.M., W.W., H.B., J.J., A.T., J.T., P.S.S.), University of New South Wales, Sydney, Australia
| | - Vilmundur G Gudnason
- Icelandic Heart Association, Kopavogur (V.G.G., S.S.).,University of Iceland, Reykjavik, Iceland (V.G.G., A.V.S.)
| | - Nicole D Dueker
- Dr. John T. Macdonald Foundation Department of Human Genetics (R.L.S.), University of Miami, FL
| | - Lloyd T Elliott
- Department of Statistics and Actuarial Science, Simon Fraser University, Burnaby, BC, Canada (L.T.E.).,Wellcome Centre for Integrative Neuroimaging (WIN FMRIB) (L.T.E., F.A.-A., L.G., M.J., S.M.S.), University of Oxford, United Kingdom
| | - Edith Hofer
- Clinical Division of Neurogeriatrics, Department of Neurology, Medical University of Graz, Austria (E.H., R.S.).,Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Austria (E.H.)
| | - Joshua Bis
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA (J.B., B.P., W.L.)
| | - Neda Jahanshad
- Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Marina del Rey (N.J., P.M.T.)
| | - Shuo Li
- Department of Biostatistics, Boston University School of Public Health, Boston, MA (S.L., M.A.L., A.S.B., Q.Y.)
| | - Mark A Logue
- Department of Psychiatry and Biomedical Genetics Section (M.A.L.), Boston University School of Medicine, MA.,Department of Biostatistics, Boston University School of Public Health, Boston, MA (S.L., M.A.L., A.S.B., Q.Y.).,National Center for PTSD: Behavioral Science Division, VA Boston Healthcare System, Boston, MA (M.A.L.)
| | - Michelle Luciano
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, United Kingdom (M.L., I.J.D., D.C.M.L., M.E.B., J.M.W.)
| | - Markus Scholz
- Institute for Medical Informatics, Statistics and Epidemiology (M.S.)
| | - Albert V Smith
- University of Iceland, Reykjavik, Iceland (V.G.G., A.V.S.)
| | - Stella Trompet
- Department of Internal Medicine, Section of Gerontology and Geriatrics (S.T.), Leiden University Medical Center, the Netherlands.,Department of Cardiology (S.T.), Leiden University Medical Center, the Netherlands
| | - Dina Vojinovic
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands (M.J.K., D.V., N.A., G.V.R., M.W.V., C.M.v.D., M.A.I., H.H.H.A.)
| | - Rui Xia
- Brown Foundation Institute of Molecular Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, TX (R.X., M.F.)
| | - Fidel Alfaro-Almagro
- Wellcome Centre for Integrative Neuroimaging (WIN FMRIB) (L.T.E., F.A.-A., L.G., M.J., S.M.S.), University of Oxford, United Kingdom
| | - David Ames
- National Ageing Research Institute, Parkville, Victoria, Australia (D.A.).,Academic Unit for Psychiatry of Old Age, University of Melbourne, St George's Hospital, Kew, Australia (D.A.)
| | - Najaf Amin
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands (M.J.K., D.V., N.A., G.V.R., M.W.V., C.M.v.D., M.A.I., H.H.H.A.)
| | - Philippe Amouyel
- Lille University, Inserm, Institut Pasteur de Lille, RID-AGE - Risk Factors and Molecular Determinants of Aging-Related Diseases and Labex Distalz, France (P.A.).,Lille University, Inserm, CHU Lille, Institut Pasteur de Lille, RID-AGE (P.A.)
| | - Alexa S Beiser
- The Framingham Heart Study, MA (C.L.S., A.S.B., J.R.R., S.S.).,Department of Neurology (C.L.S., A.S.B., J.R.R., S.S.), Boston University School of Medicine, MA.,Department of Biostatistics, Boston University School of Public Health, Boston, MA (S.L., M.A.L., A.S.B., Q.Y.)
| | - Henry Brodaty
- Centre for Healthy Brain Ageing, School of Psychiatry (K.A.M., W.W., H.B., J.J., A.T., J.T., P.S.S.), University of New South Wales, Sydney, Australia.,Dementia Centre for Research Collaboration (H.B.), University of New South Wales, Sydney, Australia
| | - Ian J Deary
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, United Kingdom (M.L., I.J.D., D.C.M.L., M.E.B., J.M.W.)
| | - Christine Fennema-Notestine
- Department of Psychiatry (C.F.-N.), University of California, San Diego, La Jolla, CA.,Center for Behavior Genetics of Aging (C.F.-N.), University of California, San Diego, La Jolla, CA
| | - Piyush G Gampawar
- Gottfried Schatz Research Center (for Cell Signaling, Metabolism and Aging), Medical University of Graz, Austria (P.G.G., H.S.)
| | - Rebecca Gottesman
- Department of Neurology, Cerebrovascular and stroke Division (R.G.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Ludovica Griffanti
- Wellcome Centre for Integrative Neuroimaging (WIN FMRIB) (L.T.E., F.A.-A., L.G., M.J., S.M.S.), University of Oxford, United Kingdom
| | - Clifford R Jack
- Department of Radiology, Mayo Clinic, Rochester, MN (C.R.J.J.)
| | - Mark Jenkinson
- Wellcome Centre for Integrative Neuroimaging (WIN FMRIB) (L.T.E., F.A.-A., L.G., M.J., S.M.S.), University of Oxford, United Kingdom
| | - Jiyang Jiang
- Centre for Healthy Brain Ageing, School of Psychiatry (K.A.M., W.W., H.B., J.J., A.T., J.T., P.S.S.), University of New South Wales, Sydney, Australia
| | - Brian G Kral
- GeneSTAR Research Program (L.R.Y., B.G.K., L.C.B., P.A.N.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - John B Kwok
- School of Medical Sciences (J.B.K., P.R.S.), University of New South Wales, Sydney, Australia.,Brain and Mind Centre - The University of Sydney, Camperdown, NSW, Australia (J.B.K.)
| | - Leonie Lampe
- Department of Neurology, Max-Planck-Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (L.L., V.A.W.)
| | - David C M Liewald
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, United Kingdom (M.L., I.J.D., D.C.M.L., M.E.B., J.M.W.)
| | - Pauline Maillard
- Imaging of Dementia and Aging (IDeA) Laboratory, Department of Neurology, University of California-Davis, Davis, CA (P.M.)
| | - Jonathan Marchini
- Statistical Genetics and Methods at Regeneron Pharmaceuticals, Inc, New York, NY (J.M.)
| | - Mark E Bastin
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, United Kingdom (M.L., I.J.D., D.C.M.L., M.E.B., J.M.W.).,Centre for Clinical Brain Sciences, Edinburgh Imaging, Centre for Cognitive Ageing, University of Edinburgh, United Kingdom (M.E.B., J.M.W.)
| | - Bernard Mazoyer
- Institut des Maladies Neurodégénératives, University of Bordeaux, France (B.M.)
| | - Lukas Pirpamer
- Clinical Division of Neurogeriatrics, Department of Neurology, Medical University of Graz, Austria (L.P.)
| | - José Rafael Romero
- The Framingham Heart Study, MA (C.L.S., A.S.B., J.R.R., S.S.).,Department of Neurology (C.L.S., A.S.B., J.R.R., S.S.), Boston University School of Medicine, MA
| | - Gennady V Roshchupkin
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands (M.J.K., D.V., N.A., G.V.R., M.W.V., C.M.v.D., M.A.I., H.H.H.A.).,Department of Radiology and Nuclear Medicine (G.V.R., M.W.V., H.H.H.A.)
| | - Peter R Schofield
- School of Medical Sciences (J.B.K., P.R.S.), University of New South Wales, Sydney, Australia.,Neuroscience Research Australia, Sydney, Australia (K.A.M., P.R.S., A.T.)
| | - Matthias L Schroeter
- LIFE Research Center for Civilization Disease, Leipzig, Germany (M.S.).,Department of Neurology, Max-Planck-Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (M.L.S., A.V.).,Day Clinic for Cognitive Neurology, University Hospital Leipzig, Germany (M.L.S., A.V.)
| | - David J Stott
- Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, United Kingdom (D.J.S.)
| | - Anbupalam Thalamuthu
- Centre for Healthy Brain Ageing, School of Psychiatry (K.A.M., W.W., H.B., J.J., A.T., J.T., P.S.S.), University of New South Wales, Sydney, Australia.,Neuroscience Research Australia, Sydney, Australia (K.A.M., P.R.S., A.T.)
| | - Julian Trollor
- Centre for Healthy Brain Ageing, School of Psychiatry (K.A.M., W.W., H.B., J.J., A.T., J.T., P.S.S.), University of New South Wales, Sydney, Australia.,Department of Developmental Disability Neuropsychiatry, School of Psychiatry (J.T.), University of New South Wales, Sydney, Australia
| | - Christophe Tzourio
- University Bordeaux, Inserm, Bordeaux Population Health Research Center, France (M.S., C.T., S.D.).,CHU de Bordeaux, Public Health Department, Medical information Department, Bordeaux, France (C.T.)
| | - Jeroen van der Grond
- Department of Radiology (J.v.d.G.), Leiden University Medical Center, the Netherlands
| | - Meike W Vernooij
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands (M.J.K., D.V., N.A., G.V.R., M.W.V., C.M.v.D., M.A.I., H.H.H.A.).,Department of Radiology and Nuclear Medicine (G.V.R., M.W.V., H.H.H.A.)
| | - Veronica A Witte
- Collaborative Research Center 1052 Obesity Mechanisms, Faculty of Medicine, University of Leipzig, Germany (V.A.W).,Department of Neurology, Max-Planck-Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (L.L., V.A.W.)
| | - Margaret J Wright
- Queensland Brain Institute (M.J.W.), The University of Queensland, St Lucia, QLD, Australia.,Centre for Advanced Imaging (M.J.W.), The University of Queensland, St Lucia, QLD, Australia
| | - Qiong Yang
- Department of Biostatistics, Boston University School of Public Health, Boston, MA (S.L., M.A.L., A.S.B., Q.Y.)
| | - Zoe Morris
- Neuroradiology Department, Department of Clinical Neurosciences, Western General Hospital, Edinburgh, United Kingdom (Z.M.)
| | - Siggi Siggurdsson
- Glenn Biggs Institute for Alzheimer's & Neurodegenerative Diseases, UT Health San Antonio, San Antonio, TX (C.L.S., S.S.).,The Framingham Heart Study, MA (C.L.S., A.S.B., J.R.R., S.S.).,Department of Neurology (C.L.S., A.S.B., J.R.R., S.S.), Boston University School of Medicine, MA
| | - Bruce Psaty
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA (J.B., B.P., W.L.)
| | - Arno Villringer
- Department of Neurology, Max-Planck-Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (M.L.S., A.V.).,Day Clinic for Cognitive Neurology, University Hospital Leipzig, Germany (M.L.S., A.V.)
| | - Helena Schmidt
- Gottfried Schatz Research Center (for Cell Signaling, Metabolism and Aging), Medical University of Graz, Austria (P.G.G., H.S.)
| | - Asta K Haberg
- Department of Neuromedicine and Movement Science (A.K.H.), Norwegian University of Science and Technology, Trondheim, Norway.,Department of Radiology and Nuclear Medicine (A.K.H.), Norwegian University of Science and Technology, Trondheim, Norway
| | - Cornelia M van Duijn
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands (M.J.K., D.V., N.A., G.V.R., M.W.V., C.M.v.D., M.A.I., H.H.H.A.).,Nuffield Department of Population Health (C.M.v.D.), University of Oxford, United Kingdom
| | - J Wouter Jukema
- Department of Cardiology (J.W.J.), Leiden University Medical Center, the Netherlands.,Einthoven Laboratory for Experimental Vascular Medicine, LUMC, Leiden, the Netherlands (J.W.J.)
| | - Martin Dichgans
- Institute for Stroke and Dementia Research (ISD), University Hospital, Ludwig-Maximilians-Universität LMU Munich, Germany (R.M., M.D.).,German Center for Neurodegenerative Diseases, Munich, Germany (M.D.).,Munich Cluster for Systems Neurology (SyNergy), Germany (M.D.)
| | - Ralph L Sacco
- Department of Public Health Sciences, Miller School of Medicine (R.L.S.), University of Miami, FL.,Department of Neurology, Miller School of Medicine (R.L.S.), University of Miami, FL.,Evelyn F. McKnight Brain Institute, Department of Neurology (R.L.S.), University of Miami, FL
| | - Clinton B Wright
- National Institute of Neurological Disorders and Stroke (C.B.W.), National Institutes of Health, Bethesda, MD
| | - William S Kremen
- Center for Behavior Genetics of Aging (W.S.K.), University of California, San Diego, La Jolla, CA.,Department of Psychiatry (W.S.K.), University of California, San Diego, La Jolla, CA
| | - Lewis C Becker
- GeneSTAR Research Program (L.R.Y., B.G.K., L.C.B., P.A.N.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Paul M Thompson
- Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Marina del Rey (N.J., P.M.T.)
| | - Thomas H Mosley
- Department of Geriatric Medicine, Memory Impairment and Neurodegenerative Dementia (MIND) Center, University of Mississippi Medical Center, Jackson (T.H.M.)
| | - Joanna M Wardlaw
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, United Kingdom (M.L., I.J.D., D.C.M.L., M.E.B., J.M.W.).,Centre for Clinical Brain Sciences, Edinburgh Imaging, Centre for Cognitive Ageing, University of Edinburgh, United Kingdom (M.E.B., J.M.W.)
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands (M.J.K., D.V., N.A., G.V.R., M.W.V., C.M.v.D., M.A.I., H.H.H.A.)
| | - Hieab H H Adams
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands (M.J.K., D.V., N.A., G.V.R., M.W.V., C.M.v.D., M.A.I., H.H.H.A.).,Department of Radiology and Nuclear Medicine (G.V.R., M.W.V., H.H.H.A.).,Department of Clinical Genetics, Erasmus MC, Rotterdam, the Netherlands (H.H.H.A.)
| | | | - Perminder S Sachdev
- Centre for Healthy Brain Ageing, School of Psychiatry (K.A.M., W.W., H.B., J.J., A.T., J.T., P.S.S.), University of New South Wales, Sydney, Australia.,Neuropsychiatric Institute, Prince of Wales Hospital, Sydney, Australia (P.S.S.)
| | - Stephen M Smith
- Wellcome Centre for Integrative Neuroimaging (WIN FMRIB) (L.T.E., F.A.-A., L.G., M.J., S.M.S.), University of Oxford, United Kingdom
| | - Lenore Launer
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, Intramural Research Program (L.L.), National Institutes of Health, Bethesda, MD
| | - William Longstreth
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA (J.B., B.P., W.L.)
| | - Charles DeCarli
- Alzheimer's Disease Center and Imaging of Dementia and Aging (IDeA) Laboratory, Department of Neurology and Center for Neuroscience University of California at Davis (C.D.)
| | - Reinhold Schmidt
- Clinical Division of Neurogeriatrics, Department of Neurology, Medical University of Graz, Austria (E.H., R.S.)
| | - Myriam Fornage
- Brown Foundation Institute of Molecular Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, TX (R.X., M.F.).,Human Genetics Center, School of Public Health UT, Houston, TX (M.F.)
| | - Stephanie Debette
- University Bordeaux, Inserm, Bordeaux Population Health Research Center, France (M.S., C.T., S.D.).,Department of Neurology, CHU de Bordeaux (University Hospital), Bordeaux, France (S.D.)
| | - Paul A Nyquist
- GeneSTAR Research Program (L.R.Y., B.G.K., L.C.B., P.A.N.), Johns Hopkins University School of Medicine, Baltimore, MD.,Departments of Neurology, Critical Care Medicine, Neurosurgery (P.A.N.), Johns Hopkins University School of Medicine, Baltimore, MD.,Critical Care Medicine Department (P.A.N.), National Institutes of Health, Bethesda, MD
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