1
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Karayol R, Borroto MC, Haghshenas S, Namasivayam A, Reilly J, Levy MA, Relator R, Kerkhof J, McConkey H, Shvedunova M, Petersen AK, Magnussen K, Zweier C, Vasileiou G, Reis A, Savatt JM, Mulligan MR, Bicknell LS, Poke G, Abu-El-Haija A, Duis J, Hannig V, Srivastava S, Barkoudah E, Hauser NS, van den Born M, Hamiel U, Henig N, Baris Feldman H, McKee S, Krapels IPC, Lei Y, Todorova A, Yordanova R, Atemin S, Rogac M, McConnell V, Chassevent A, Barañano KW, Shashi V, Sullivan JA, Peron A, Iascone M, Canevini MP, Friedman J, Reyes IA, Kierstein J, Shen JJ, Ahmed FN, Mao X, Almoguera B, Blanco-Kelly F, Platzer K, Treu AB, Quilichini J, Bourgois A, Chatron N, Januel L, Rougeot C, Carere DA, Monaghan KG, Rousseau J, Myers KA, Sadikovic B, Akhtar A, Campeau PM. MSL2 variants lead to a neurodevelopmental syndrome with lack of coordination, epilepsy, specific dysmorphisms, and a distinct episignature. Am J Hum Genet 2024:S0002-9297(24)00164-2. [PMID: 38815585 DOI: 10.1016/j.ajhg.2024.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Revised: 04/30/2024] [Accepted: 05/01/2024] [Indexed: 06/01/2024] Open
Abstract
Epigenetic dysregulation has emerged as an important etiological mechanism of neurodevelopmental disorders (NDDs). Pathogenic variation in epigenetic regulators can impair deposition of histone post-translational modifications leading to aberrant spatiotemporal gene expression during neurodevelopment. The male-specific lethal (MSL) complex is a prominent multi-subunit epigenetic regulator of gene expression and is responsible for histone 4 lysine 16 acetylation (H4K16ac). Using exome sequencing, here we identify a cohort of 25 individuals with heterozygous de novo variants in MSL complex member MSL2. MSL2 variants were associated with NDD phenotypes including global developmental delay, intellectual disability, hypotonia, and motor issues such as coordination problems, feeding difficulties, and gait disturbance. Dysmorphisms and behavioral and/or psychiatric conditions, including autism spectrum disorder, and to a lesser extent, seizures, connective tissue disease signs, sleep disturbance, vision problems, and other organ anomalies, were observed in affected individuals. As a molecular biomarker, a sensitive and specific DNA methylation episignature has been established. Induced pluripotent stem cells (iPSCs) derived from three members of our cohort exhibited reduced MSL2 levels. Remarkably, while NDD-associated variants in two other members of the MSL complex (MOF and MSL3) result in reduced H4K16ac, global H4K16ac levels are unchanged in iPSCs with MSL2 variants. Regardless, MSL2 variants altered the expression of MSL2 targets in iPSCs and upon their differentiation to early germ layers. Our study defines an MSL2-related disorder as an NDD with distinguishable clinical features, a specific blood DNA episignature, and a distinct, MSL2-specific molecular etiology compared to other MSL complex-related disorders.
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Affiliation(s)
- Remzi Karayol
- Max-Planck Institute of Immunobiology and Epigenetics, Freiburg, Germany
| | - Maria Carla Borroto
- Centre de recherche Azrieli du CHU Sainte-Justine, Montreal, QC H3T 1C5, Canada
| | - Sadegheh Haghshenas
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Anoja Namasivayam
- Max-Planck Institute of Immunobiology and Epigenetics, Freiburg, Germany
| | - Jack Reilly
- Department of Pediatrics, Clinical Neurological Sciences and Epidemiology, Western University, London, ON N6A 3K7, Canada
| | - Michael A Levy
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Raissa Relator
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Maria Shvedunova
- Max-Planck Institute of Immunobiology and Epigenetics, Freiburg, Germany
| | - Andrea K Petersen
- Department of Genetics and Metabolism, Randall Children's and Legacy Emanuel Hospitals, Portland, OR 97227, USA
| | - Kari Magnussen
- Department of Genetics and Metabolism, Randall Children's and Legacy Emanuel Hospitals, Portland, OR 97227, USA
| | - Christiane Zweier
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054 Erlangen, Germany; Department of Human Genetics, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland
| | - Georgia Vasileiou
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - André Reis
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054 Erlangen, Germany
| | - Juliann M Savatt
- Autism & Developmental Medicine Institute, Geisinger, Danville, PA, USA
| | - Meghan R Mulligan
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
| | - Louise S Bicknell
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
| | - Gemma Poke
- Genetic Health Service New Zealand, Wellington, New Zealand
| | - Aya Abu-El-Haija
- Division of Genetics, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
| | - Jessica Duis
- Section of Genetics & Metabolism, Department of Pediatrics, University of Colorado, Children's Hospital Colorado, Aurora, CO, USA
| | - Vickie Hannig
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Siddharth Srivastava
- Translational Neuroscience Center, Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Natalie S Hauser
- Medical Genetics, Inova Fairfax Hospital, Falls Church, VA 22042, USA
| | - Myrthe van den Born
- Department of Clinical Genetics, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Uri Hamiel
- Genetics Institute and Genomics Center, Tel Aviv Sourasky Medical Center & Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel
| | - Noa Henig
- Genetics Institute and Genomics Center, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel
| | - Hagit Baris Feldman
- Genetics Institute and Genomics Center, Tel Aviv Sourasky Medical Center & Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel
| | - Shane McKee
- Northern Ireland Regional Genetics Service, Belfast City Hospital, Belfast Health & Social Care Trust, Belfast BT9 7AB, UK
| | - Ingrid P C Krapels
- Department of Clinical Genetics, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Yunping Lei
- Center for Precision Environmental Health, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | - Albena Todorova
- Department of Medical Chemistry and Biochemistry, Medical University Sofia, Sofia, Bulgaria; Genetic Medico-Diagnostic Laboratory "Genica", Sofia, Bulgaria
| | - Ralitsa Yordanova
- Department of pediatrics "Prof. Ivan Andreev", Medical university - Plovdiv, Plovdiv, Bulgaria; Department of Pediatrics, University Hospital "St. George", Plovdiv, Bulgaria
| | - Slavena Atemin
- Genetic Medico-Diagnostic Laboratory "Genica", Sofia, Bulgaria
| | - Mihael Rogac
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Vivienne McConnell
- Northern Ireland Regional Genetics Service, Belfast City Hospital, Belfast Health & Social Care Trust, Belfast BT9 7AB, UK
| | - Anna Chassevent
- Department of Neurogenetics, Kennedy Krieger Institute, Baltimore, MD, USA
| | - Kristin W Barañano
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Vandana Shashi
- Department of Pediatrics, Division of Medical Genetics, Duke University School of Medicine, Durham, NC 27710, USA
| | - Jennifer A Sullivan
- Department of Pediatrics, Division of Medical Genetics, Duke University School of Medicine, Durham, NC 27710, USA
| | - Angela Peron
- SOC Genetica Medica, Meyer Children's Hospital IRCCS, Florence, Italy; Department of Biomedical, Experimental and Clinical Sciences "Mario Serio", Università degli Studi di Firenze, Florence, Italy
| | - Maria Iascone
- Department of Medical Genetics, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Maria P Canevini
- Epilepsy Center - Sleep Medicine Center, Childhood and Adolescence Neuropsychiatry Unit, ASST Santi Paolo e Carlo, San Paolo Hospital, Milan, Italy; Department of Health Sciences, University of Milan, Milan, Italy
| | - Jennifer Friedman
- Departments of Neurosciences and Pediatrics, University of California, San Diego, La Jolla, CA, USA; Rady Children's Institute for Genomic Medicine and Rady Children's Hospital, San Diego, CA, USA
| | - Iris A Reyes
- Rady Children's Institute for Genomic Medicine and Rady Children's Hospital, San Diego, CA, USA
| | - Janell Kierstein
- Section of Genetics & Metabolism, Department of Pediatrics, University of Colorado, Children's Hospital Colorado, Aurora, CO, USA
| | - Joseph J Shen
- Division of Genomic Medicine, Department of Pediatrics, MIND Institute, UC Davis, Sacramento, CA 95817, USA
| | - Faria N Ahmed
- Division of Genomic Medicine, Department of Pediatrics, UC Davis, Sacramento, CA 95817, USA
| | - Xiao Mao
- National Health Commission Key Laboratory of Birth Defects Research and Prevention, Hunan Provincial Maternal and Child Health Care Hospital, Hunan, China; Nanhua University, Chiayi County, Taiwan
| | - Berta Almoguera
- Department of Genetics and Genomics, Fundacion Jimenez Diaz University Hospital, Health Research Institute-Fundacion Jimenez Diaz, Universidad Autonoma de Madrid (IIS-FJD, UAM), Madrid, Spain; Center for Biomedical Network Research on Rare Diseases (CIBERER), Madrid, Spain
| | - Fiona Blanco-Kelly
- Department of Genetics and Genomics, Fundacion Jimenez Diaz University Hospital, Health Research Institute-Fundacion Jimenez Diaz, Universidad Autonoma de Madrid (IIS-FJD, UAM), Madrid, Spain; Center for Biomedical Network Research on Rare Diseases (CIBERER), Madrid, Spain
| | - Konrad Platzer
- Institute of Human Genetics, University of Leipzig Medical Center, Leipzig, German
| | | | - Juliette Quilichini
- Service de Médecine Génomique des maladies de système et d'organe, APHP, Centre Université Paris Cité, Paris, France
| | - Alexia Bourgois
- Normandy University, UNICAEN, Caen University Hospital, Department of Genetics, UR 7450 BioTARGen, FHU G4 Genomics, Caen, France
| | - Nicolas Chatron
- Department of Genetics, Lyon University Hospital, Lyon, France; Pathophysiology and Genetics of Neuron and Muscle (PGNM, UCBL - CNRS UMR5261 - INSERM U1315), Université Claude Bernard Lyon 1, Lyon, France
| | - Louis Januel
- Department of Genetics, Lyon University Hospital, Lyon, France
| | | | | | | | - Justine Rousseau
- Centre de recherche Azrieli du CHU Sainte-Justine, Montreal, QC H3T 1C5, Canada
| | - Kenneth A Myers
- Child Health and Human Development, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Bekim Sadikovic
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada; Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada.
| | - Asifa Akhtar
- Max-Planck Institute of Immunobiology and Epigenetics, Freiburg, Germany.
| | - Philippe M Campeau
- Centre de recherche Azrieli du CHU Sainte-Justine, Montreal, QC H3T 1C5, Canada; Department of Pediatrics, University of Montreal, Montreal, QC H3T 1C5, Canada
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Lu X, Ng K, Pinto E Vairo F, Collins J, Cohn R, Riley K, Agre K, Gavrilova R, Klee EW, Rosenfeld JA, Jiang YH. Novel protein-truncating variants of a chromatin-modifying gene MSL2 in syndromic neurodevelopmental disorders. Eur J Hum Genet 2024:10.1038/s41431-024-01576-0. [PMID: 38702431 DOI: 10.1038/s41431-024-01576-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 10/04/2023] [Accepted: 02/21/2024] [Indexed: 05/06/2024] Open
Abstract
Numerous large scale genomic studies have uncovered rare but recurrent pathogenetic variants in a significant number of genes encoding epigenetic machinery in cases with neurodevelopmental disorders (NDD) especially autism spectrum disorder (ASD). These findings provide strong support for the functional importance of epigenetic regulators in neurodevelopment. After the clinical genomics evaluation of the patients using exome sequencing, we have identified, three novel protein-truncating variants (PTVs) in the MSL2 gene (OMIM: 614802) which encodes a chromatin modifying enzyme. MSL2 modifies chromatin through both mono-ubiquitination of histone 2B on lysine 34 (K34) and acetylation of histone H4 on lysine 16 (K16). We reported first time the detailed clinical features associated with 3 MSL2 PTVs. There are 15 PTVs (13 de novo) reported from the large genomics studies (12 cases) or ClinVar (3 cases) of NDD, ASD, and developmental disorders (DD) but the specific clinical features for these cases are not described. Taken together, our descriptions of dysmorphic face and other features support the causal role of MSL2 in a likely syndromic neurodevelopmental disorder and add MSL2 to a growing list of epigenetic genes implicated in ASD.
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Affiliation(s)
- Xiaona Lu
- Department of Genetics, Yale University School of Medicine, New Haven, CT, 06520, USA
| | - Kim Ng
- Pediatric Medical Genetics, Department of Pediatrics, Duke University School of Medicine, Durham, NC, USA
| | - Filippo Pinto E Vairo
- Department of Clinical Genomics and Center for Individualized Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - James Collins
- Mercy Hospital, Pediatric Neurology, St Louis, MO, USA
| | - Ronald Cohn
- SickKids, The Hospital for Sick Children, 555 University Ave Toronto, Toronto, ON, M5G 1X8, Canada
| | - Kacie Riley
- Pediatric Medical Genetics, Department of Pediatrics, Duke University School of Medicine, Durham, NC, USA
| | - Katherine Agre
- Department of Clinical Genomics and Center for Individualized Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Ralitza Gavrilova
- Department of Clinical Genomics and Center for Individualized Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Eric W Klee
- Department of Clinical Genomics and Center for Individualized Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Jill A Rosenfeld
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
- Baylor Genetics Laboratories, Houston, TX, 77030, USA
| | - Yong-Hui Jiang
- Department of Genetics, Yale University School of Medicine, New Haven, CT, 06520, USA.
- Pediatrics, Yale University School of Medicine, New Haven, CT, 06520, USA.
- Neuroscience, Yale University School of Medicine, New Haven, CT, 06520, USA.
- Professor of Genetics, Neuroscience, & Pediatrics Chief of Medical Genetics, Yale University School of Medicine Yale New Haven Hospital, New Haven, CT, 06520, USA.
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Wang T, Liu L, Fan T, Xia K, Sun Z. Shared and divergent contribution of vitamin A and oxytocin to the aetiology of autism spectrum disorder. Comput Struct Biotechnol J 2023; 21:3109-3123. [PMID: 38213898 PMCID: PMC10782014 DOI: 10.1016/j.csbj.2023.05.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 05/15/2023] [Accepted: 05/15/2023] [Indexed: 01/13/2024] Open
Abstract
Rare genetic variations contribute to the heterogeneity of autism spectrum disorder (ASD) and the responses to various interventions for ASD probands. However, the associated molecular underpinnings remain unclear. Herein, we estimated the association between rare genetic variations in 410 vitamin A (VA)-related genes (VARGs) and ASD aetiology using publicly available de novo mutations (DNMs), rare inherited variants, and copy number variations (CNVs) from about 50,000 ASD probands and 20,000 normal controls (discovery and validation cohorts). Additionally, given the functional relevance of VA and oxytocin, we systematically compared the similarities and differences between VA and oxytocin with respect to ASD aetiology and evaluated their potential for clinical applications. Functional DNMs and pathogenic CNVs in VARGs contributed to ASD pathogenesis in the discovery and validation cohorts. Additionally, 324 potential VA-related biomarkers were identified, 243 of which were shared with previously identified oxytocin-related biomarkers, while 81 were unique VA biomarkers. Moreover, multivariable logistic regression analysis revealed that both VA- and oxytocin-related biomarkers were able to predict ASD aetiology for individuals carrying functional DNM in corresponding biomarkers with an average precision of 0.94. As well as, convergent and divergent functions were also identified between VA- and oxytocin-related biomarkers. The findings of this study provide a basis for future studies aimed at understanding the pathophysiological mechanisms underlying ASD while also defining a set of potential molecular biomarkers for adjuvant diagnosis and intervention in ASD.
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Affiliation(s)
- Tao Wang
- Center for Medical Genetics & Hunan Key Laboratory of Medical Genetics, School of Life Sciences, Central South University, Kaifu District, Changsha, Hunan 410078, China
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing 100101, China
| | - Liqiu Liu
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing 100101, China
| | - Tianda Fan
- Center for Medical Genetics & Hunan Key Laboratory of Medical Genetics, School of Life Sciences, Central South University, Kaifu District, Changsha, Hunan 410078, China
- Institute of Genomic Medicine, Wenzhou Medical University, Wenzhou, Zhejiang 325025, China
| | - Kun Xia
- Center for Medical Genetics & Hunan Key Laboratory of Medical Genetics, School of Life Sciences, Central South University, Kaifu District, Changsha, Hunan 410078, China
- CAS Center for Excellence in Brain Science and Intelligences Technology (CEBSIT), Shanghai 200031, China
- Hengyang Medical School, University of South China, Hengyang, Hunan 410078, China
| | - Zhongsheng Sun
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing 100101, China
- Institute of Genomic Medicine, Wenzhou Medical University, Wenzhou, Zhejiang 325025, China
- CAS Center for Excellence in Biotic Interactions, University of Chinese Academy of Sciences, Beijing 100049, China
- State Key Laboratory of Integrated Management of Pest Insects and Rodents, Chinese Academy of Sciences, Beijing 100101, China
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4
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Kaplow IM, Lawler AJ, Schäffer DE, Srinivasan C, Sestili HH, Wirthlin ME, Phan BN, Prasad K, Brown AR, Zhang X, Foley K, Genereux DP, Karlsson EK, Lindblad-Toh K, Meyer WK, Pfenning AR, Andrews G, Armstrong JC, Bianchi M, Birren BW, Bredemeyer KR, Breit AM, Christmas MJ, Clawson H, Damas J, Di Palma F, Diekhans M, Dong MX, Eizirik E, Fan K, Fanter C, Foley NM, Forsberg-Nilsson K, Garcia CJ, Gatesy J, Gazal S, Genereux DP, Goodman L, Grimshaw J, Halsey MK, Harris AJ, Hickey G, Hiller M, Hindle AG, Hubley RM, Hughes GM, Johnson J, Juan D, Kaplow IM, Karlsson EK, Keough KC, Kirilenko B, Koepfli KP, Korstian JM, Kowalczyk A, Kozyrev SV, Lawler AJ, Lawless C, Lehmann T, Levesque DL, Lewin HA, Li X, Lind A, Lindblad-Toh K, Mackay-Smith A, Marinescu VD, Marques-Bonet T, Mason VC, Meadows JRS, Meyer WK, Moore JE, Moreira LR, Moreno-Santillan DD, Morrill KM, Muntané G, Murphy WJ, Navarro A, Nweeia M, Ortmann S, Osmanski A, Paten B, Paulat NS, Pfenning AR, Phan BN, Pollard KS, Pratt HE, Ray DA, Reilly SK, Rosen JR, Ruf I, Ryan L, Ryder OA, Sabeti PC, Schäffer DE, Serres A, Shapiro B, Smit AFA, Springer M, Srinivasan C, Steiner C, Storer JM, Sullivan KAM, Sullivan PF, Sundström E, Supple MA, Swofford R, Talbot JE, Teeling E, Turner-Maier J, Valenzuela A, Wagner F, Wallerman O, Wang C, Wang J, Weng Z, Wilder AP, Wirthlin ME, Xue JR, Zhang X. Relating enhancer genetic variation across mammals to complex phenotypes using machine learning. Science 2023; 380:eabm7993. [PMID: 37104615 DOI: 10.1126/science.abm7993] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Abstract
Protein-coding differences between species often fail to explain phenotypic diversity, suggesting the involvement of genomic elements that regulate gene expression such as enhancers. Identifying associations between enhancers and phenotypes is challenging because enhancer activity can be tissue-dependent and functionally conserved despite low sequence conservation. We developed the Tissue-Aware Conservation Inference Toolkit (TACIT) to associate candidate enhancers with species' phenotypes using predictions from machine learning models trained on specific tissues. Applying TACIT to associate motor cortex and parvalbumin-positive interneuron enhancers with neurological phenotypes revealed dozens of enhancer-phenotype associations, including brain size-associated enhancers that interact with genes implicated in microcephaly or macrocephaly. TACIT provides a foundation for identifying enhancers associated with the evolution of any convergently evolved phenotype in any large group of species with aligned genomes.
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Affiliation(s)
- Irene M Kaplow
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Alyssa J Lawler
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA
- Department of Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Daniel E Schäffer
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Chaitanya Srinivasan
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Heather H Sestili
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Morgan E Wirthlin
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA
| | - BaDoi N Phan
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA
- Medical Scientist Training Program, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Kavya Prasad
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Ashley R Brown
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Xiaomeng Zhang
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Kathleen Foley
- Department of Biological Sciences, Lehigh University, Bethlehem, PA, USA
| | - Diane P Genereux
- Broad Institute, Cambridge, MA, USA
- Program in Bioinformatics and Integrative Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Elinor K Karlsson
- Broad Institute, Cambridge, MA, USA
- Program in Bioinformatics and Integrative Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Kerstin Lindblad-Toh
- Broad Institute, Cambridge, MA, USA
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Wynn K Meyer
- Department of Biological Sciences, Lehigh University, Bethlehem, PA, USA
| | - Andreas R Pfenning
- Department of Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA
- Department of Biology, Carnegie Mellon University, Pittsburgh, PA, USA
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5
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Ben-Mahmoud A, Jun KR, Gupta V, Shastri P, de la Fuente A, Park Y, Shin KC, Kim CA, da Cruz AD, Pinto IP, Minasi LB, Silva da Cruz A, Faivre L, Callier P, Racine C, Layman LC, Kong IK, Kim CH, Kim WY, Kim HG. A rigorous in silico genomic interrogation at 1p13.3 reveals 16 autosomal dominant candidate genes in syndromic neurodevelopmental disorders. Front Mol Neurosci 2022; 15:979061. [PMID: 36277487 PMCID: PMC9582330 DOI: 10.3389/fnmol.2022.979061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 08/30/2022] [Indexed: 11/13/2022] Open
Abstract
Genome-wide chromosomal microarray is extensively used to detect copy number variations (CNVs), which can diagnose microdeletion and microduplication syndromes. These small unbalanced chromosomal structural rearrangements ranging from 1 kb to 10 Mb comprise up to 15% of human mutations leading to monogenic or contiguous genomic disorders. Albeit rare, CNVs at 1p13.3 cause a variety of neurodevelopmental disorders (NDDs) including development delay (DD), intellectual disability (ID), autism, epilepsy, and craniofacial anomalies (CFA). Most of the 1p13.3 CNV cases reported in the pre-microarray era encompassed a large number of genes and lacked the demarcating genomic coordinates, hampering the discovery of positional candidate genes within the boundaries. In this study, we present four subjects with 1p13.3 microdeletions displaying DD, ID, autism, epilepsy, and CFA. In silico comparative genomic mapping with three previously reported subjects with CNVs and 22 unreported DECIPHER CNV cases has resulted in the identification of four different sub-genomic loci harboring five positional candidate genes for DD, ID, and CFA at 1p13.3. Most of these genes have pathogenic variants reported, and their interacting genes are involved in NDDs. RT-qPCR in various human tissues revealed a high expression pattern in the brain and fetal brain, supporting their functional roles in NDDs. Interrogation of variant databases and interacting protein partners led to the identification of another set of 11 potential candidate genes, which might have been dysregulated by the position effect of these CNVs at 1p13.3. Our studies define 1p13.3 as a genomic region harboring 16 NDD candidate genes and underscore the critical roles of small CNVs in in silico comparative genomic mapping for disease gene discovery. Our candidate genes will help accelerate the isolation of pathogenic heterozygous variants from exome/genome sequencing (ES/GS) databases.
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Affiliation(s)
- Afif Ben-Mahmoud
- Neurological Disorders Research Center, Qatar Biomedical Research Institute, Hamad Bin Khalifa University, Doha, Qatar
| | - Kyung Ran Jun
- Department of Laboratory Medicine, Inje University Haeundae Paik Hospital, Busan, South Korea
| | - Vijay Gupta
- Neurological Disorders Research Center, Qatar Biomedical Research Institute, Hamad Bin Khalifa University, Doha, Qatar
| | - Pinang Shastri
- Department of Cardiovascular Medicine, Cape Fear Valley Medical Center, Fayetteville, NC, United States
| | - Alberto de la Fuente
- Diabetes Research Center, Qatar Biomedical Research Institute, Hamad Bin Khalifa University, Doha, Qatar
| | - Yongsoo Park
- Neurological Disorders Research Center, Qatar Biomedical Research Institute, Hamad Bin Khalifa University, Doha, Qatar
| | - Kyung Chul Shin
- Neurological Disorders Research Center, Qatar Biomedical Research Institute, Hamad Bin Khalifa University, Doha, Qatar
| | - Chong Ae Kim
- Faculdade de Medicina, Unidade de Genética do Instituto da Criança – Hospital das Clínicas HCFMUSP, Universidade de São Paulo, São Paulo, Brazil
| | - Aparecido Divino da Cruz
- School of Medical and Life Sciences, Genetics Master Program, Replicon Research Group, Pontifical Catholic University of Goiás, Goiânia, Brazil
- Genetics Master Program, Replicon Research Nucleus, School of Agrarian and Biological Sciences, Pontifical Catholic University of Goias, Goiás, Brazil
| | - Irene Plaza Pinto
- School of Medical and Life Sciences, Genetics Master Program, Replicon Research Group, Pontifical Catholic University of Goiás, Goiânia, Brazil
- Genetics Master Program, Replicon Research Nucleus, School of Agrarian and Biological Sciences, Pontifical Catholic University of Goias, Goiás, Brazil
| | - Lysa Bernardes Minasi
- School of Medical and Life Sciences, Genetics Master Program, Replicon Research Group, Pontifical Catholic University of Goiás, Goiânia, Brazil
- Genetics Master Program, Replicon Research Nucleus, School of Agrarian and Biological Sciences, Pontifical Catholic University of Goias, Goiás, Brazil
| | - Alex Silva da Cruz
- School of Medical and Life Sciences, Genetics Master Program, Replicon Research Group, Pontifical Catholic University of Goiás, Goiânia, Brazil
- Genetics Master Program, Replicon Research Nucleus, School of Agrarian and Biological Sciences, Pontifical Catholic University of Goias, Goiás, Brazil
| | - Laurence Faivre
- Inserm UMR 1231 GAD, Genetics of Developmental Disorders, Université de Bourgogne-Franche Comté, Dijon, France
- Centre de Référence Anomalies du Développement et Syndromes Malformatifs, Hôpital d’Enfants, Dijon, France
| | - Patrick Callier
- UMR 1231 GAD, Inserm – Université Bourgogne-Franche Comté, Dijon, France
| | - Caroline Racine
- UMR 1231 GAD, Inserm – Université Bourgogne-Franche Comté, Dijon, France
| | - Lawrence C. Layman
- Section of Reproductive Endocrinology, Infertility and Genetics, Department of Obstetrics and Gynecology, Augusta University, Augusta, GA, United States
- Department of Neuroscience and Regenerative Medicine, Augusta University, Augusta, GA, United States
| | - Il-Keun Kong
- Department of Animal Science, Division of Applied Life Science (BK21 Four), Gyeongsang National University, Jinju, South Korea
| | - Cheol-Hee Kim
- Department of Biology, Chungnam National University, Daejeon, South Korea
| | - Woo-Yang Kim
- Department of Biological Sciences, Kent State University, Kent, OH, United States
| | - Hyung-Goo Kim
- Neurological Disorders Research Center, Qatar Biomedical Research Institute, Hamad Bin Khalifa University, Doha, Qatar
- *Correspondence: Hyung-Goo Kim,
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Integrative analysis prioritised oxytocin-related biomarkers associated with the aetiology of autism spectrum disorder. EBioMedicine 2022; 81:104091. [PMID: 35665681 PMCID: PMC9301877 DOI: 10.1016/j.ebiom.2022.104091] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 05/17/2022] [Accepted: 05/17/2022] [Indexed: 12/26/2022] Open
Abstract
Background Autism spectrum disorder (ASD) is a neurodevelopmental disorder with high phenotypic and genetic heterogeneity. The common variants of specific oxytocin-related genes (OTRGs), particularly OXTR, are associated with the aetiology of ASD. The contribution of rare genetic variations in OTRGs to ASD aetiology remains unclear. Methods We catalogued publicly available de novo mutations (DNMs) [from 6,511 patients with ASD and 3,391 controls], rare inherited variants (RIVs) [from 1,786 patients with ASD and 1,786 controls], and both de novo copy number variations (dnCNVs) and inherited CNVs (ihCNVs) [from 15,581 patients with ASD and 6,017 controls] in 963 curated OTRGs to explore their contribution to ASD pathology, respectively. Finally, a combined model was designed to prioritise the contribution of each gene to ASD aetiology by integrating DNMs and CNVs. Findings The rare genetic variations of OTRGs were significantly associated with ASD aetiology, in the order of dnCNVs > ihCNVs > DNMs. Furthermore, 172 OTRGs and their connected 286 ASD core genes were prioritised to positively contribute to ASD aetiology, including top-ranked MAPK3. Probands carrying rare disruptive variations in these genes were estimated to account for 10∼11% of all ASD probands. Interpretation Our findings suggest that rare disruptive variations in 172 OTRGs and their connected 286 ASD core genes are associated with ASD aetiology and may be potential biomarkers predicting the effects of oxytocin treatment. Funding Guangdong Key Project, National Natural Science Foundation of China, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province.
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