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Friedrich J, Talenti A, Arvelius P, Strandberg E, Haskell MJ, Wiener P. Unravelling selection signatures in a single dog breed suggests recent selection for morphological and behavioral traits. ADVANCED GENETICS (HOBOKEN, N.J.) 2020; 1:e10024. [PMID: 36619250 PMCID: PMC9744541 DOI: 10.1002/ggn2.10024] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 03/18/2020] [Accepted: 03/18/2020] [Indexed: 01/11/2023]
Abstract
Strong selection has resulted in substantial morphological and behavioral diversity across modern dog breeds, which makes dogs interesting model animals to study the underlying genetic architecture of these traits. However, results from between-breed analyses may confound selection signatures for behavior and morphological features that were coselected during breed development. In this study, we assess population genetic differences in a unique resource of dogs of the same breed but with systematic behavioral selection in only one population. We exploit these different breeding backgrounds to identify signatures of recent selection. Selection signatures within populations were found on chromosomes 4 and 19, with the strongest signals in behavior-related genes. Regions showing strong signals of divergent selection were located on chromosomes 1, 24, and 32, and include candidate genes for both physical features and behavior. Some of the selection signatures appear to be driven by loci associated with coat color (Chr 24; ASIP) and length (Chr 32; FGF5), while others showed evidence of association with behavior. Our findings suggest that signatures of selection within dog breeds have been driven by selection for morphology and behavior. Furthermore, we demonstrate that combining selection scans with association analyses is effective for dissecting the traits under selection.
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Affiliation(s)
- Juliane Friedrich
- Division of Genetics and GenomicsThe Roslin Institute and Royal (Dick) School of Veterinary Studies, University of EdinburghMidlothianUK
| | - Andrea Talenti
- Division of Genetics and GenomicsThe Roslin Institute and Royal (Dick) School of Veterinary Studies, University of EdinburghMidlothianUK
| | - Per Arvelius
- Swedish Armed Forces Dog Training CenterMärstaSweden
| | - Erling Strandberg
- Department of Animal Breeding and GeneticsSwedish University of Agricultural SciencesUppsalaSweden
| | - Marie J. Haskell
- Animal & Veterinary SciencesScotland's Rural College (SRUC)EdinburghUK
| | - Pamela Wiener
- Division of Genetics and GenomicsThe Roslin Institute and Royal (Dick) School of Veterinary Studies, University of EdinburghMidlothianUK
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2
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Lardenoije R, Roubroeks JAY, Pishva E, Leber M, Wagner H, Iatrou A, Smith AR, Smith RG, Eijssen LMT, Kleineidam L, Kawalia A, Hoffmann P, Luck T, Riedel-Heller S, Jessen F, Maier W, Wagner M, Hurlemann R, Kenis G, Ali M, del Sol A, Mastroeni D, Delvaux E, Coleman PD, Mill J, Rutten BPF, Lunnon K, Ramirez A, van den Hove DLA. Alzheimer's disease-associated (hydroxy)methylomic changes in the brain and blood. Clin Epigenetics 2019; 11:164. [PMID: 31775875 PMCID: PMC6880587 DOI: 10.1186/s13148-019-0755-5] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Accepted: 09/26/2019] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Late-onset Alzheimer's disease (AD) is a complex multifactorial affliction, the pathogenesis of which is thought to involve gene-environment interactions that might be captured in the epigenome. The present study investigated epigenome-wide patterns of DNA methylation (5-methylcytosine, 5mC) and hydroxymethylation (5-hydroxymethylcytosine, 5hmC), as well as the abundance of unmodified cytosine (UC), in relation to AD. RESULTS We identified epigenetic differences in AD patients (n = 45) as compared to age-matched controls (n = 35) in the middle temporal gyrus, pertaining to genomic regions close to or overlapping with genes such as OXT (- 3.76% 5mC, pŠidák = 1.07E-06), CHRNB1 (+ 1.46% 5hmC, pŠidák = 4.01E-04), RHBDF2 (- 3.45% UC, pŠidák = 4.85E-06), and C3 (- 1.20% UC, pŠidák = 1.57E-03). In parallel, in an independent cohort, we compared the blood methylome of converters to AD dementia (n = 54) and non-converters (n = 42), at a preclinical stage. DNA methylation in the same region of the OXT promoter as found in the brain was found to be associated with subsequent conversion to AD dementia in the blood of elderly, non-demented individuals (+ 3.43% 5mC, pŠidák = 7.14E-04). CONCLUSIONS The implication of genome-wide significant differential methylation of OXT, encoding oxytocin, in two independent cohorts indicates it is a promising target for future studies on early biomarkers and novel therapeutic strategies in AD.
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Affiliation(s)
- Roy Lardenoije
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University, P.O. Box 616, 6200 MD Maastricht, the Netherlands
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, 37075 Göttingen, Germany
| | - Janou A. Y. Roubroeks
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University, P.O. Box 616, 6200 MD Maastricht, the Netherlands
- University of Exeter Medical School, University of Exeter, Exeter, UK
| | - Ehsan Pishva
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University, P.O. Box 616, 6200 MD Maastricht, the Netherlands
- University of Exeter Medical School, University of Exeter, Exeter, UK
| | - Markus Leber
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, University of Cologne, Medical Faculty, 50937 Cologne, Germany
| | - Holger Wagner
- Department of Neurodegeneration and Gerontopsychiatry, University of Bonn, 53127 Bonn, Germany
| | - Artemis Iatrou
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University, P.O. Box 616, 6200 MD Maastricht, the Netherlands
| | - Adam R. Smith
- University of Exeter Medical School, University of Exeter, Exeter, UK
| | - Rebecca G. Smith
- University of Exeter Medical School, University of Exeter, Exeter, UK
| | - Lars M. T. Eijssen
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University, P.O. Box 616, 6200 MD Maastricht, the Netherlands
- Department of Bioinformatics—BiGCaT, Maastricht University, Maastricht, The Netherlands
| | - Luca Kleineidam
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, University of Cologne, Medical Faculty, 50937 Cologne, Germany
- Department of Neurodegeneration and Gerontopsychiatry, University of Bonn, 53127 Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
| | - Amit Kawalia
- Department of Neurodegeneration and Gerontopsychiatry, University of Bonn, 53127 Bonn, Germany
| | - Per Hoffmann
- Institute of Human Genetics, University of Bonn, 53127 Bonn, Germany
- Department of Genomics, Life & Brain Center, University of Bonn, 53127 Bonn, Germany
- Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, CH-4058 Basel, Switzerland
| | - Tobias Luck
- Institute of Social Medicine, Occupational Health and Public Health, University of Leipzig, 04103 Leipzig, Germany
| | - Steffi Riedel-Heller
- Institute of Social Medicine, Occupational Health and Public Health, University of Leipzig, 04103 Leipzig, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
- Department of Psychiatry and Psychotherapy, University of Cologne, Medical Faculty, 50937 Cologne, Germany
| | - Wolfgang Maier
- Department of Neurodegeneration and Gerontopsychiatry, University of Bonn, 53127 Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
| | - Michael Wagner
- Department of Neurodegeneration and Gerontopsychiatry, University of Bonn, 53127 Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
| | - René Hurlemann
- Department of Psychiatry and Division of Medical Psychology, University of Bonn, 53105 Bonn, Germany
| | - Gunter Kenis
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University, P.O. Box 616, 6200 MD Maastricht, the Netherlands
| | - Muhammad Ali
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University, P.O. Box 616, 6200 MD Maastricht, the Netherlands
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Antonio del Sol
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Moscow Institute of Physics and Technology, Dolgoprudny, Moscow, Russian Federation
- CIC bioGUNE, Bizkaia Technology Park, 801 Building, 48160 Derio, Spain
- IKERBASQUE, Basque Foundation for Science, Dolgoprudny Bilbao, Spain
| | - Diego Mastroeni
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University, P.O. Box 616, 6200 MD Maastricht, the Netherlands
- L.J. Roberts Center for Alzheimer’s Research Banner Sun Health Research Institute, Sun City, AZ USA
- Biodesign Institute, Neurodegenerative Disease Research Center, Arizona State University, Tempe, AZ USA
| | - Elaine Delvaux
- L.J. Roberts Center for Alzheimer’s Research Banner Sun Health Research Institute, Sun City, AZ USA
- Biodesign Institute, Neurodegenerative Disease Research Center, Arizona State University, Tempe, AZ USA
| | - Paul D. Coleman
- L.J. Roberts Center for Alzheimer’s Research Banner Sun Health Research Institute, Sun City, AZ USA
- Biodesign Institute, Neurodegenerative Disease Research Center, Arizona State University, Tempe, AZ USA
| | - Jonathan Mill
- University of Exeter Medical School, University of Exeter, Exeter, UK
- Institute of Psychiatry, King’s College London, London, UK
| | - Bart P. F. Rutten
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University, P.O. Box 616, 6200 MD Maastricht, the Netherlands
| | - Katie Lunnon
- University of Exeter Medical School, University of Exeter, Exeter, UK
| | - Alfredo Ramirez
- Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, University of Cologne, Medical Faculty, 50937 Cologne, Germany
- Department of Neurodegeneration and Gerontopsychiatry, University of Bonn, 53127 Bonn, Germany
| | - Daniël L. A. van den Hove
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University, P.O. Box 616, 6200 MD Maastricht, the Netherlands
- Department of Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Würzburg, Germany
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Two novel genomic regions associated with fearfulness in dogs overlap human neuropsychiatric loci. Transl Psychiatry 2019; 9:18. [PMID: 30655508 PMCID: PMC6336819 DOI: 10.1038/s41398-018-0361-x] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 12/10/2018] [Indexed: 12/17/2022] Open
Abstract
Anxiety disorders are among the leading health issues in human medicine. The complex phenotypic and allelic nature of these traits as well as the challenge of establishing reliable measures of the heritable component of behaviour from the associated environmental factors hampers progress in their molecular aetiology. Dogs exhibit large natural variation in fearful and anxious behaviour and could facilitate progress in the molecular aetiology due to their unique genetic architecture. We have performed a genome-wide association study with a canine high-density SNP array in a cohort of 330 German Shepherds for two phenotypes, fear of loud noises (noise sensitivity) and fear of strangers or in novel situations. Genome-widely significant loci were discovered for the traits on chromosomes 20 and 7, respectively. The regions overlap human neuropsychiatric loci, including 18p11.2, with physiologically relevant candidate genes that contribute to glutamatergic and dopaminergic neurotransmission in the brain. In addition, the noise-sensitivity locus includes hearing-related candidate genes. These results indicate a genetic contribution for canine fear and suggest a shared molecular aetiology of anxiety across species. Further characterisation of the identified loci will pave the way to molecular understanding of the conditions as a prerequisite for improved therapy.
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Itoh S, Itoh F. TMEPAI family: involvement in regulation of multiple signalling pathways. J Biochem 2018; 164:195-204. [DOI: 10.1093/jb/mvy059] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Accepted: 06/25/2018] [Indexed: 01/10/2023] Open
Affiliation(s)
- Susumu Itoh
- Laboratory of Biochemistry, Showa Pharmaceutical University, 3-3165 Higashi-Tamagawagakuen, Machida, Tokyo, Japan
| | - Fumiko Itoh
- Laboratory of Cardiovascular Medicine, Tokyo University of Pharmacy and Life Sciences, 1432-1 Horinouchi, Hachioji, Tokyo, Japan
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5
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Liu Z, Huo X, Zhao S, Yang J, Shi W, Jing L, Li W, Li Y, Ma L, Gao Y, Diao A. Low density lipoprotein receptor class A domain containing 4 (LDLRAD4) promotes tumorigenesis of hepatic cancer cells. Exp Cell Res 2017; 360:189-198. [PMID: 28888937 DOI: 10.1016/j.yexcr.2017.09.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Revised: 08/03/2017] [Accepted: 09/02/2017] [Indexed: 02/08/2023]
Abstract
LDLRAD4 was previously identified and shown to be connected with psychiatric disorders. The structure of LDLRAD4 protein is similar to that of TMEPAI protein, which is overexpressed in many tumors. However, it is still unknown whether LDLRAD4 is involved in tumorigenesis. In this study, the potential role of LDLRAD4 in tumorigenesis was investigated. LDLRAD4 is elevated in hepatic cancer cells and tumor tissues, and expression of LDLRAD4 promotes hepatic cancer cell HepG2 and SMMC-7721 proliferation and migration. LDLRAD4 interacts Nedd4 to promote cell proliferation and migration and negatively regulates the TGF-β signaling. Furthermore, immunofluorescence microscopy analysis indicates that LDLRAD4 is localized to the lysosome and association with Nedd4 is necessary for its intracellular transport to the lysosome. In addition, depletion of LDLRAD4 in HepG2 liver cancer cells inhibited tumorigenesis in nude mice. These results reveal an oncogenic role of LDLRAD4 in tumorigenesis through its association with Nedd4.
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Affiliation(s)
- Zhenxing Liu
- School of Biotechnology, Tianjin University of Science and Technology, Key Lab of Industrial Fermentation Microbiology of the Ministry of Education, No. 29, 13th Avenue, TEDA District, Tianjin 300457, China
| | - Xin Huo
- School of Biotechnology, Tianjin University of Science and Technology, Key Lab of Industrial Fermentation Microbiology of the Ministry of Education, No. 29, 13th Avenue, TEDA District, Tianjin 300457, China
| | - Shuang Zhao
- School of Biotechnology, Tianjin University of Science and Technology, Key Lab of Industrial Fermentation Microbiology of the Ministry of Education, No. 29, 13th Avenue, TEDA District, Tianjin 300457, China
| | - Jingjing Yang
- School of Biotechnology, Tianjin University of Science and Technology, Key Lab of Industrial Fermentation Microbiology of the Ministry of Education, No. 29, 13th Avenue, TEDA District, Tianjin 300457, China
| | - Wenxia Shi
- Tianjin Key Laboratory of Artificial Cell, Tianjin Institute of Hepatobiliary Disease, Artificial Cell Engineering Technology Research Center of Public Health Ministry, Third Central Hospital of Tianjin, No. 83, Jintang Road, Hedong District, Tianjin 300170, China
| | - Lei Jing
- School of Biotechnology, Tianjin University of Science and Technology, Key Lab of Industrial Fermentation Microbiology of the Ministry of Education, No. 29, 13th Avenue, TEDA District, Tianjin 300457, China
| | - Wei Li
- School of Biotechnology, Tianjin University of Science and Technology, Key Lab of Industrial Fermentation Microbiology of the Ministry of Education, No. 29, 13th Avenue, TEDA District, Tianjin 300457, China
| | - Yuyin Li
- School of Biotechnology, Tianjin University of Science and Technology, Key Lab of Industrial Fermentation Microbiology of the Ministry of Education, No. 29, 13th Avenue, TEDA District, Tianjin 300457, China
| | - Long Ma
- School of Biotechnology, Tianjin University of Science and Technology, Key Lab of Industrial Fermentation Microbiology of the Ministry of Education, No. 29, 13th Avenue, TEDA District, Tianjin 300457, China
| | - Yingtang Gao
- Tianjin Key Laboratory of Artificial Cell, Tianjin Institute of Hepatobiliary Disease, Artificial Cell Engineering Technology Research Center of Public Health Ministry, Third Central Hospital of Tianjin, No. 83, Jintang Road, Hedong District, Tianjin 300170, China.
| | - Aipo Diao
- School of Biotechnology, Tianjin University of Science and Technology, Key Lab of Industrial Fermentation Microbiology of the Ministry of Education, No. 29, 13th Avenue, TEDA District, Tianjin 300457, China.
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6
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Genomic view of bipolar disorder revealed by whole genome sequencing in a genetic isolate. PLoS Genet 2014; 10:e1004229. [PMID: 24625924 PMCID: PMC3953017 DOI: 10.1371/journal.pgen.1004229] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2013] [Accepted: 01/24/2014] [Indexed: 11/19/2022] Open
Abstract
Bipolar disorder is a common, heritable mental illness characterized by recurrent episodes of mania and depression. Despite considerable effort to elucidate the genetic underpinnings of bipolar disorder, causative genetic risk factors remain elusive. We conducted a comprehensive genomic analysis of bipolar disorder in a large Old Order Amish pedigree. Microsatellite genotypes and high-density SNP-array genotypes of 388 family members were combined with whole genome sequence data for 50 of these subjects, comprising 18 parent-child trios. This study design permitted evaluation of candidate variants within the context of haplotype structure by resolving the phase in sequenced parent-child trios and by imputation of variants into multiple unsequenced siblings. Non-parametric and parametric linkage analysis of the entire pedigree as well as on smaller clusters of families identified several nominally significant linkage peaks, each of which included dozens of predicted deleterious variants. Close inspection of exonic and regulatory variants in genes under the linkage peaks using family-based association tests revealed additional credible candidate genes for functional studies and further replication in population-based cohorts. However, despite the in-depth genomic characterization of this unique, large and multigenerational pedigree from a genetic isolate, there was no convergence of evidence implicating a particular set of risk loci or common pathways. The striking haplotype and locus heterogeneity we observed has profound implications for the design of studies of bipolar and other related disorders. Bipolar disorder is a common, heritable mental illness characterized by recurrent episodes of mania and depression. Despite considerable efforts genetic studies have yet to reveal the precise genetic underpinnings of the disorder. In this study we have analyzed a large extended pedigree of Old Order Amish that segregates bipolar disorder. Our study design integrates both dense genotype and whole-genome sequence data. In a combined linkage and association analysis we identify five chromosomal regions with nominally significant or suggestive evidence for linkage, several of which constitute replication of earlier linkage findings for bipolar disorder in non-Amish families. Association analysis of genetic variants in each of the linkage regions yielded a number of plausible candidate genes for bipolar disorder. The striking genetic heterogeneity we observed in this genetic isolate has profound implications for the study of bipolar disorder in the general population.
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7
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Nakano N, Maeyama K, Sakata N, Itoh F, Akatsu R, Nakata M, Katsu Y, Ikeno S, Togawa Y, Vo Nguyen TT, Watanabe Y, Kato M, Itoh S. C18 ORF1, a novel negative regulator of transforming growth factor-β signaling. J Biol Chem 2014; 289:12680-92. [PMID: 24627487 DOI: 10.1074/jbc.m114.558981] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Transforming growth factor (TGF)-β signaling is deliberately regulated at multiple steps in its pathway from the extracellular microenvironment to the nucleus. However, how TGF-β signaling is activated or attenuated is not fully understood. We recently identified transmembrane prostate androgen-induced RNA (TMEPAI), which is involved in a negative feedback loop of TGF-β signaling. When we searched for a family molecule(s) for TMEPAI, we found C18ORF1, which, like TMEPAI, possesses two PY motifs and one Smad-interacting motif (SIM) domain. As expected, C18ORF1 could block TGF-β signaling but not bone morphogenetic protein signaling. C18ORF1 bound to Smad2/3 via its SIM and competed with the Smad anchor for receptor activation for Smad2/3 binding to attenuate recruitment of Smad2/3 to the TGF-β type I receptor (also termed activin receptor-like kinase 5 (ALK5)), in a similar fashion to TMEPAI. Knockdown of C18ORF1 prolonged duration of TGF-β-induced Smad2 phosphorylation and concomitantly potentiated the expression of JunB, p21, and TMEPAI mRNAs induced by TGF-β. Consistently, TGF-β-induced cell migration was enhanced by the knockdown of C18ORF1. These results indicate that the inhibitory function of C18ORF1 on TGF-β signaling is similar to that of TMEPAI. However, in contrast to TMEPAI, C18ORF1 was not induced upon TGF-β signaling. Thus, we defined C18ORF1 as a surveillant of steady state TGF-β signaling, whereas TMEPAI might help C18ORF1 to inhibit TGF-β signaling in a coordinated manner when cells are stimulated with high levels of TGF-β.
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Affiliation(s)
- Naoko Nakano
- From the Department of Experimental Pathology, Graduate School of Comprehensive Human Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8575
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8
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Talkowski ME, Rosenfeld JA, Blumenthal I, Pillalamarri V, Chiang C, Heilbut A, Ernst C, Hanscom C, Rossin E, Lindgren A, Pereira S, Ruderfer D, Kirby A, Ripke S, Harris D, Lee JH, Ha K, Kim HG, Solomon BD, Gropman AL, Lucente D, Sims K, Ohsumi TK, Borowsky ML, Loranger S, Quade B, Lage K, Miles J, Wu BL, Shen Y, Neale B, Shaffer LG, Daly MJ, Morton CC, Gusella JF. Sequencing chromosomal abnormalities reveals neurodevelopmental loci that confer risk across diagnostic boundaries. Cell 2012; 149:525-37. [PMID: 22521361 PMCID: PMC3340505 DOI: 10.1016/j.cell.2012.03.028] [Citation(s) in RCA: 434] [Impact Index Per Article: 36.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2011] [Revised: 02/27/2012] [Accepted: 03/28/2012] [Indexed: 01/18/2023]
Abstract
Balanced chromosomal abnormalities (BCAs) represent a relatively untapped reservoir of single-gene disruptions in neurodevelopmental disorders (NDDs). We sequenced BCAs in patients with autism or related NDDs, revealing disruption of 33 loci in four general categories: (1) genes previously associated with abnormal neurodevelopment (e.g., AUTS2, FOXP1, and CDKL5), (2) single-gene contributors to microdeletion syndromes (MBD5, SATB2, EHMT1, and SNURF-SNRPN), (3) novel risk loci (e.g., CHD8, KIRREL3, and ZNF507), and (4) genes associated with later-onset psychiatric disorders (e.g., TCF4, ZNF804A, PDE10A, GRIN2B, and ANK3). We also discovered among neurodevelopmental cases a profoundly increased burden of copy-number variants from these 33 loci and a significant enrichment of polygenic risk alleles from genome-wide association studies of autism and schizophrenia. Our findings suggest a polygenic risk model of autism and reveal that some neurodevelopmental genes are sensitive to perturbation by multiple mutational mechanisms, leading to variable phenotypic outcomes that manifest at different life stages.
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Affiliation(s)
- Michael E. Talkowski
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
- Department of Neurology, Harvard Medical School, Boston, MA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA
| | | | - Ian Blumenthal
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
| | - Vamsee Pillalamarri
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
| | - Colby Chiang
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
| | - Adrian Heilbut
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
| | - Carl Ernst
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
| | - Carrie Hanscom
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
| | - Elizabeth Rossin
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA
- Analytical and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA
| | - Amelia Lindgren
- Departments of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women’s Hospital, Boston, MA
| | - Shahrin Pereira
- Departments of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women’s Hospital, Boston, MA
| | - Douglas Ruderfer
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA
| | - Andrew Kirby
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA
- Analytical and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA
| | - Stephan Ripke
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA
- Analytical and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA
| | - David Harris
- Division of Clinical Genetics, Children’s Hospital of Boston, Boston, MA
| | - Ji-Hyun Lee
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
| | - Kyungsoo Ha
- Cancer Research Center, Georgia Health Sciences University, Augusta, GA
| | - Hyung-Goo Kim
- Department of OB/GYN, IMMAG, Georgia Health Sciences University, Augusta, GA
| | - Benjamin D. Solomon
- Medical Genetics Branch, National Human Genome Research Institute, Bethesda, MD, USA
| | - Andrea L. Gropman
- Department of Neurology, Children’s National Medical Center, Washington, DC, USA
- Department of Neurology, George Washington University of Health Sciences, Washington, DC, USA
| | - Diane Lucente
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
| | - Katherine Sims
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
| | - Toshiro K. Ohsumi
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA
| | - Mark L. Borowsky
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA
| | | | - Bradley Quade
- Department of Pathology, Massachusetts General Hospital, Boston, MA
| | - Kasper Lage
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA
- Analytical and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA
- Pediatric Surgical Research Laboratories, MassGeneral Hospital for Children, Massachusetts General Hospital, Boston, MA, USA
- Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Lyngby, Denmark
- Center for Protein Research, University of Copenhagen, Copenhagen, Denmark
| | - Judith Miles
- Departments of Pediatrics, Medical Genetics & Pathology, The Thompson Center for Autism & Neurodevelopmental Disorders, University of Missouri Hospitals and Clinics, Columbia, MO
| | - Bai-Lin Wu
- Department of Pathology, Massachusetts General Hospital, Boston, MA
- Department of Laboratory Medicine, Children’s Hospital Boston, Boston, MA
- Children’s Hospital and Institutes of Biomedical Science, Fudan University, Shanghai, China
| | - Yiping Shen
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
- Department of Pathology, Massachusetts General Hospital, Boston, MA
- Department of Laboratory Medicine, Children’s Hospital Boston, Boston, MA
- Shanghai Children’s Medical Center, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Benjamin Neale
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA
- Analytical and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA
| | - Lisa G. Shaffer
- Signature Genomic Laboratories, PerkinElmer, Inc., Spokane, WA
| | - Mark J. Daly
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA
- Analytical and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA
- Autism Consortium of Boston, Boston, MA
| | - Cynthia C. Morton
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA
- Departments of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women’s Hospital, Boston, MA
- Department of Pathology, Massachusetts General Hospital, Boston, MA
| | - James F. Gusella
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA
- Autism Consortium of Boston, Boston, MA
- Department of Genetics, Harvard Medical School, Boston, MA
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