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Nawaz K, Alifah N, Hussain T, Hameed H, Ali H, Hamayun S, Mir A, Wahab A, Naeem M, Zakria M, Pakki E, Hasan N. From genes to therapy: A comprehensive exploration of congenital heart disease through the lens of genetics and emerging technologies. Curr Probl Cardiol 2024; 49:102726. [PMID: 38944223 DOI: 10.1016/j.cpcardiol.2024.102726] [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: 06/20/2024] [Accepted: 06/26/2024] [Indexed: 07/01/2024]
Abstract
Congenital heart disease (CHD) affects approximately 1 % of live births worldwide, making it the most common congenital anomaly in newborns. Recent advancements in genetics and genomics have significantly deepened our understanding of the genetics of CHDs. While the majority of CHD etiology remains unclear, evidence consistently indicates that genetics play a significant role in its development. CHD etiology holds promise for enhancing diagnosis and developing novel therapies to improve patient outcomes. In this review, we explore the contributions of both monogenic and polygenic factors of CHDs and highlight the transformative impact of emerging technologies on these fields. We also summarized the state-of-the-art techniques, including targeted next-generation sequencing (NGS), whole genome and whole exome sequencing (WGS, WES), single-cell RNA sequencing (scRNA-seq), human induced pluripotent stem cells (hiPSCs) and others, that have revolutionized our understanding of cardiovascular disease genetics both from diagnosis perspective and from disease mechanism perspective in children and young adults. These molecular diagnostic techniques have identified new genes and chromosomal regions involved in syndromic and non-syndromic CHD, enabling a more defined explanation of the underlying pathogenetic mechanisms. As our knowledge and technologies continue to evolve, they promise to enhance clinical outcomes and reduce the CHD burden worldwide.
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Affiliation(s)
- Khalid Nawaz
- Department of Medical Laboratory Technology, Khyber Medical University, Peshawar, 25100, Khyber Pakhtunkhwa, Pakistan
| | - Nur Alifah
- Faculty of Pharmacy, Universitas Hasanuddin, Jl. Perintis Kemerdekaan Km 10, Makassar, 90245, Republic of Indonesia
| | - Talib Hussain
- Women Dental College, Khyber Medical University, Abbottabad, 22080, Khyber Pakhtunkhwa, Pakistan
| | - Hamza Hameed
- Department of Cardiology, Pakistan Institute of Medical Sciences (PIMS), Islamabad, 04485, Punjab, Pakistan
| | - Haider Ali
- Department of Pharmacy, Kohat University of Science and Technology, Kohat, 26000, Khyber Pakhtunkhwa, Pakistan
| | - Shah Hamayun
- Department of Cardiology, Pakistan Institute of Medical Sciences (PIMS), Islamabad, 04485, Punjab, Pakistan
| | - Awal Mir
- Department of Medical Laboratory Technology, Khyber Medical University, Peshawar, 25100, Khyber Pakhtunkhwa, Pakistan
| | - Abdul Wahab
- Department of Pharmacy, Kohat University of Science and Technology, Kohat, 26000, Khyber Pakhtunkhwa, Pakistan
| | - Muhammad Naeem
- Department of Biological Sciences, National University of Medical Sciences (NUMS), Rawalpindi, Punjab, Pakistan
| | - Mohammad Zakria
- Advanced Center for Genomic Technologies, Khyber Medical University, Peshawar, 25100, Khyber Pakhtunkhwa, Pakistan
| | - Ermina Pakki
- Faculty of Pharmacy, Universitas Hasanuddin, Jl. Perintis Kemerdekaan Km 10, Makassar, 90245, Republic of Indonesia
| | - Nurhasni Hasan
- Faculty of Pharmacy, Universitas Hasanuddin, Jl. Perintis Kemerdekaan Km 10, Makassar, 90245, Republic of Indonesia.
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Narayan P, Richter F, Morton S. Genetics and etiology of congenital heart disease. Curr Top Dev Biol 2024; 156:297-331. [PMID: 38556426 DOI: 10.1016/bs.ctdb.2024.01.009] [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] [Indexed: 04/02/2024]
Abstract
Congenital heart disease (CHD) is the most common severe birth anomaly, affecting almost 1% of infants. Most CHD is genetic, but only 40% of patients have an identifiable genetic risk factor for CHD. Chromosomal variation contributes significantly to CHD but is not readily amenable to biological follow-up due to the number of affected genes and lack of evolutionary synteny. The first CHD genes were implicated in extended families with syndromic CHD based on the segregation of risk alleles in affected family members. These have been complemented by more CHD gene discoveries in large-scale cohort studies. However, fewer than half of the 440 estimated human CHD risk genes have been identified, and the molecular mechanisms underlying CHD genetics remains incompletely understood. Therefore, model organisms and cell-based models are essential tools for improving our understanding of cardiac development and CHD genetic risk. Recent advances in genome editing, cell-specific genetic manipulation of model organisms, and differentiation of human induced pluripotent stem cells have recently enabled the characterization of developmental stages. In this chapter, we will summarize the latest studies in CHD genetics and the strengths of various study methodologies. We identify opportunities for future work that will continue to further CHD knowledge and ultimately enable better diagnosis, prognosis, treatment, and prevention of CHD.
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Affiliation(s)
| | - Felix Richter
- Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Sarah Morton
- Boston Children's Hospital and Harvard Medical School, Boston, MA, United States.
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Perrot A, Rickert-Sperling S. Human Genetics of Ventricular Septal Defect. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1441:505-534. [PMID: 38884729 DOI: 10.1007/978-3-031-44087-8_27] [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: 06/18/2024]
Abstract
Ventricular septal defects (VSDs) are recognized as one of the commonest congenital heart diseases (CHD), accounting for up to 40% of all cardiac malformations, and occur as isolated CHDs as well as together with other cardiac and extracardiac congenital malformations in individual patients and families. The genetic etiology of VSD is complex and extraordinarily heterogeneous. Chromosomal abnormalities such as aneuploidy and structural variations as well as rare point mutations in various genes have been reported to be associated with this cardiac defect. This includes both well-defined syndromes with known genetic cause (e.g., DiGeorge syndrome and Holt-Oram syndrome) and so far undefined syndromic forms characterized by unspecific symptoms. Mutations in genes encoding cardiac transcription factors (e.g., NKX2-5 and GATA4) and signaling molecules (e.g., CFC1) have been most frequently found in VSD cases. Moreover, new high-resolution methods such as comparative genomic hybridization enabled the discovery of a high number of different copy number variations, leading to gain or loss of chromosomal regions often containing multiple genes, in patients with VSD. In this chapter, we will describe the broad genetic heterogeneity observed in VSD patients considering recent advances in this field.
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Affiliation(s)
- Andreas Perrot
- Experimental and Clinical Research Center, a Cooperation Between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, Berlin, Germany
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Larsen LA, Hitz MP. Human Genetics of Atrial Septal Defect. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1441:467-480. [PMID: 38884726 DOI: 10.1007/978-3-031-44087-8_24] [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: 06/18/2024]
Abstract
Although atrial septal defects (ASD) can be subdivided based on their anatomical location, an essential aspect of human genetics and genetic counseling is distinguishing between isolated and familiar cases without extracardiac features and syndromic cases with the co-occurrence of extracardiac abnormalities, such as developmental delay. Isolated or familial cases tend to show genetic alterations in genes related to important cardiac transcription factors and genes encoding for sarcomeric proteins. By contrast, the spectrum of genes with genetic alterations observed in syndromic cases is diverse. Currently, it points to different pathways and gene networks relevant to the dysregulation of cardiomyogenesis and ASD pathogenesis. Therefore, this chapter reflects the current knowledge and highlights stable associations observed in human genetics studies. It gives an overview of the different types of genetic alterations in these subtypes, including common associations based on genome-wide association studies (GWAS), and it highlights the most frequently observed syndromes associated with ASD pathogenesis.
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Affiliation(s)
- Lars A Larsen
- Department of Cellular and Molecular Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Marc-Phillip Hitz
- Institute of Medical Genetics, University Medicine Oldenburg, Oldenburg, Germany.
- Department for Paediatric Cardiology, University Hospital Kiel, Kiel, Germany.
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Grunert M, Dorn C, Dopazo A, Sánchez-Cabo F, Vázquez J, Rickert-Sperling S, Lara-Pezzi E. Technologies to Study Genetics and Molecular Pathways. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1441:435-458. [PMID: 38884724 DOI: 10.1007/978-3-031-44087-8_22] [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: 06/18/2024]
Abstract
Over the last few decades, the study of congenital heart disease (CHD) has benefited from various model systems and the development of molecular biological techniques enabling the analysis of single gene as well as global effects. In this chapter, we first describe different models including CHD patients and their families, animal models ranging from invertebrates to mammals, and various cell culture systems. Moreover, techniques to experimentally manipulate these models are discussed. Second, we introduce cardiac phenotyping technologies comprising the analysis of mouse and cell culture models, live imaging of cardiogenesis, and histological methods for fixed hearts. Finally, the most important and latest molecular biotechniques are described. These include genotyping technologies, different applications of next-generation sequencing, and the analysis of transcriptome, epigenome, proteome, and metabolome. In summary, the models and technologies presented in this chapter are essential to study the function and development of the heart and to understand the molecular pathways underlying CHD.
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Affiliation(s)
- Marcel Grunert
- Cardiovascular Genetics, Charité - Universitätsmedizin Berlin, Berlin, Germany
- DiNAQOR AG, Schlieren, Switzerland
| | - Cornelia Dorn
- Cardiovascular Genetics, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Ana Dopazo
- Genomics Unit, Centro Nacional de Investigaciones Cardiovasculares, Madrid, Spain
| | - Fátima Sánchez-Cabo
- Bioinformatics Unit, Centro Nacional de Investigaciones Cardiovasculares, Madrid, Spain
| | - Jésus Vázquez
- Proteomics Unit, Centro Nacional de Investigaciones Cardiovasculares, Madrid, Spain
| | | | - Enrique Lara-Pezzi
- Myocardial Homeostasis and Cardiac Injury Programme, Centro Nacional de Investigaciones Cardiovasculares, Madrid, Spain.
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Garrido AO, Picazo B, Guadix JA, Ruiz-Villalba A, Pérez-Pomares JM. The Genetics of Human Congenital Coronary Vascular Anomalies. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1441:811-816. [PMID: 38884750 DOI: 10.1007/978-3-031-44087-8_48] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2024]
Abstract
The genetics of human congenital coronary vascular anomalies (hCCVA) remains largely underresearched. This is surprising, because although coronary vascular defects represent a relatively small proportion of human congenital heart disease (CHD), hCCVAs are clinically significant conditions. Indeed, hCCVA frequently associate to other congenital cardiac structural defects and may even result in sudden cardiac death in the adult. In this brief chapter, we will attempt to summarize our current knowledge on the topic, also proposing a rationale for the development of novel approaches to the genetics of hCCVA.
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Affiliation(s)
| | - Beatriz Picazo
- Hospital Materno Infantil-Hospital Carlos de Haya, Málaga, Spain
| | - Juan Antonio Guadix
- Department of Animal Biology, Faculty of Sciences, University of Málaga, Málaga, Spain
- Instituto de Biomedicina de Málaga (IBIMA)-Plataforma BIONAND, Málaga, Spain
| | - Adrián Ruiz-Villalba
- Department of Animal Biology, Faculty of Sciences, University of Málaga, Málaga, Spain
- Instituto de Biomedicina de Málaga (IBIMA)-Plataforma BIONAND, Málaga, Spain
| | - José M Pérez-Pomares
- Department of Animal Biology, Faculty of Sciences, University of Málaga, Málaga, Spain.
- Instituto de Biomedicina de Málaga (IBIMA)-Plataforma BIONAND, Málaga, Spain.
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Ibrahim S, Gaborit B, Lenoir M, Collod-Beroud G, Stefanovic S. Maternal Pre-Existing Diabetes: A Non-Inherited Risk Factor for Congenital Cardiopathies. Int J Mol Sci 2023; 24:16258. [PMID: 38003449 PMCID: PMC10671602 DOI: 10.3390/ijms242216258] [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: 09/28/2023] [Revised: 10/19/2023] [Accepted: 10/20/2023] [Indexed: 11/26/2023] Open
Abstract
Congenital heart defects (CHDs) are the most common form of birth defects in humans. They occur in 9 out of 1000 live births and are defined as structural abnormalities of the heart. Understanding CHDs is difficult due to the heterogeneity of the disease and its multifactorial etiology. Advances in genomic sequencing have made it possible to identify the genetic factors involved in CHDs. However, genetic origins have only been found in a minority of CHD cases, suggesting the contribution of non-inherited (environmental) risk factors to the etiology of CHDs. Maternal pregestational diabetes is associated with a three- to five-fold increased risk of congenital cardiopathies, but the underlying molecular mechanisms are incompletely understood. According to current hypotheses, hyperglycemia is the main teratogenic agent in diabetic pregnancies. It is thought to induce cell damage, directly through genetic and epigenetic dysregulations and/or indirectly through production of reactive oxygen species (ROS). The purpose of this review is to summarize key findings on the molecular mechanisms altered in cardiac development during exposure to hyperglycemic conditions in utero. It also presents the various in vivo and in vitro techniques used to experimentally model pregestational diabetes. Finally, new approaches are suggested to broaden our understanding of the subject and develop new prevention strategies.
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Affiliation(s)
- Stéphanie Ibrahim
- Aix Marseille University, INSERM, INRAE, C2VN, 13005 Marseille, France;
| | - Bénédicte Gaborit
- Department of Endocrinology, Metabolic Diseases and Nutrition, Pôle ENDO, APHM, 13005 Marseille, France
| | - Marien Lenoir
- Department of Congenital Heart Surgery, La Timone Children Hospital, APHM, Aix Marseille University, 13005 Marseille, France
| | | | - Sonia Stefanovic
- Aix Marseille University, INSERM, INRAE, C2VN, 13005 Marseille, France;
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Pan Y, Liu M, Zhang S, Mei H, Wu J. Whole-exome sequencing revealed novel genetic alterations in patients with tetralogy of Fallot. Transl Pediatr 2023; 12:1835-1841. [PMID: 37969115 PMCID: PMC10644019 DOI: 10.21037/tp-23-449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 10/06/2023] [Indexed: 11/17/2023] Open
Abstract
Background The most prevalent cyanotic congenital heart disease (CHD) phenotype is tetralogy of Fallot (TOF). Rare genetic variations have been identified as significant risk factors for CHD. Thus, this research sought to identify the pathogenic variations and molecular etiologies of TOF. Methods This study employed whole-exome sequencing (WES) and Sanger sequencing to identify pathogenic variations in DNA samples from patients with TOF. The pathogenicity of the variations was predicted using an in-silico approach. Results We enrolled 17 patients with TOF in this study. Among these patients, 14 had mutations in TOF-related genes, including GJB2, TBX15, CTNS, SPINK1, GATA6, PRIMOL, GDF15, SLC17A9, AIFM1, FOXC2, KLF13, ABCA4, CPA6, FKBP10, ASPA, SBF1, HBA2, IGLL1, GNE, and KLHL10. We also gathered WES data from three participants without TOF, who comprised the control group, but no variations were found in the indicated genes. Further analysis showed that the patients with FKBP10 and GNE variants had more serious clinical symptoms. Sanger sequencing confirmed that the two variants were heterozygous in TOF patients. Conclusions We identified several genetic variants associated with TOF and confirmed that FKBP10 and GNE variants were associated with TOF severity. The findings of this study help researchers and clinicians on genetic counseling with the verification of the potential of WES in detecting TOF and help implement early interventions for patients with TOF.
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Affiliation(s)
- Yu Pan
- Department of Intensive Care Unit, Guizhou Provincial People's Hospital, Guiyang, China
| | - Manli Liu
- Department of Intensive Care Unit, Guizhou Provincial People's Hospital, Guiyang, China
| | - Songsong Zhang
- Department of Intensive Care Unit, Guizhou Provincial People's Hospital, Guiyang, China
| | - Huaxian Mei
- Department of Intensive Care Unit, Guizhou Provincial People's Hospital, Guiyang, China
| | - Jing Wu
- Department of Intensive Care Unit, Guizhou Provincial People's Hospital, Guiyang, China
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Muroke V, Jalanko M, Ruotsalainen S, Perola M, Helle E, Sinisalo J. Phenotype of ASDs Associated With 4p16 Risk Locus and Novel Genome-Wide Associations of ASD Patients in the Finnish Population. CIRCULATION. GENOMIC AND PRECISION MEDICINE 2023; 16:486-489. [PMID: 37577800 PMCID: PMC10581411 DOI: 10.1161/circgen.123.004070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Affiliation(s)
- Valtteri Muroke
- Department of Cardiology, Helsinki University Hospital (V.M., M.J., J.S.), University of Helsinki, Finland
| | - Mikko Jalanko
- Department of Cardiology, Helsinki University Hospital (V.M., M.J., J.S.), University of Helsinki, Finland
| | - Sanni Ruotsalainen
- Institute for Molecular Medicine Finland (FIMM), HiLIFE (S.R.), University of Helsinki, Finland
| | - Markus Perola
- Finnish Institute for Health and Welfare, Helsinki, Finland (M.P.)
| | - Emmi Helle
- Stem Cells and Metabolism Research Program, Faculty of Medicine (E.H.), University of Helsinki, Finland
- New Children’s Hospital, Pediatric Research Center, Helsinki University Hospital and University of Helsinki, Finland (E.H.)
| | - Juha Sinisalo
- Department of Cardiology, Helsinki University Hospital (V.M., M.J., J.S.), University of Helsinki, Finland
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Baquedano M, de Jesus SE, Rapetto F, Murphy GJ, Angelini G, Benedetto U, Caldas P, Srivastava PK, Uzun O, Luyt K, Gonzalez Corcia C, Taliotis D, Stoica S, Lawlor DA, Bamber AR, Perry A, Skeffington KL, Omeje I, Pappachan J, Mumford AD, Coward RJM, Kenny D, Caputo M. Outcome monitoring and risk stratification after cardiac procedure in neonates, infants, children and young adults born with congenital heart disease: protocol for a multicentre prospective cohort study (Children OMACp). BMJ Open 2023; 13:e071629. [PMID: 37553192 PMCID: PMC10414053 DOI: 10.1136/bmjopen-2023-071629] [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: 01/05/2023] [Accepted: 07/24/2023] [Indexed: 08/10/2023] Open
Abstract
INTRODUCTION Congenital heart disease (CHD) represents the most common birth defect, affecting from 0.4% to 1.2% of children born in developed countries. The survival of these patients has increased significantly, but CHD remains one of the major causes of neonatal and childhood death. The aetiology of CHD is complex, with some evidence of both genetic and environmental causes. However, there is still lack of knowledge regarding modifiable risk factors and molecular and genetic mechanisms underlying the development of CHD. This study aims to develop a prospective cohort of patients undergoing cardiac procedures that will bring together routinely collected clinical data and biological samples from patients and their biological mothers, in order to investigate risk factors and predictors of postoperative-outcomes, as well as better understanding the effect of the surgical intervention on the early and long-term outcomes. METHODS AND ANALYSIS Children OMACp (OMACp, outcome monitoring after cardiac procedure in congenital heart disease) is a multicentre, prospective cohort study recruiting children with CHD undergoing a cardiac procedure. The study aims to recruit 3000 participants over 5 years (2019-2024) across multiple UK sites. Routine clinical data will be collected, as well as participant questionnaires collecting sociodemographic, NHS resource use and quality of life data. Biological samples (blood, urine and surgical waste tissue from patients, and blood and urine samples from biological mothers) will be collected where consent has been obtained. Follow-up outcome and questionnaire data will be collected for 5 years. ETHICS AND DISSEMINATION The study was approved by the London-Brent Research Ethics Committee on 30 July 2019 (19/SW/0113). Participants (or their parent/guardian if under 16 years of age) must provide informed consent prior to being recruited into the study. Mothers who wish to take part must also provide informed consent prior to being recruited. The study is sponsored by University Hospitals Bristol and Weston Foundation Trust and is managed by the University of Bristol. Children OMACp is adopted onto the National Institute for Health Research Clinical Research Network portfolio. Findings will be disseminated through peer-reviewed publications, presentation at conference, meetings and through patient organisations and newsletters. TRIAL REGISTRATION NUMBER ISRCTN17650644.
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Affiliation(s)
- Mai Baquedano
- Translational Health Sciences, University of Bristol, Bristol, UK
- University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | | | - Filippo Rapetto
- University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | - Gavin J Murphy
- Department of Cardiovascular Sciences and NIHR Leicester Biomedical Research Unit in Cardiovascular Medicine, NIHR Leicester Biomedical Research Centre Cardiovascular Diseases, Leicester, East Midlands, UK
| | - Gianni Angelini
- University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
- Bristol Medical School, University of Bristol, Bristol, UK
| | - Umberto Benedetto
- University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | - Patricia Caldas
- University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | | | | | - Karen Luyt
- Bristol Medical School, University of Bristol, Bristol, UK
- NICU, University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, Avon, UK
| | | | - Demetris Taliotis
- University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | | | - Deborah A Lawlor
- Bristol Medical School, University of Bristol, Bristol, UK
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Andrew R Bamber
- Bristol Medical School, University of Bristol, Bristol, UK
- North Bristol NHS Trust, Westbury on Trym, Bristol, UK
| | - Alison Perry
- University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | | | - Ikenna Omeje
- University Hospitals of Leicester NHS Trust, Leicester, UK
| | | | - Andrew D Mumford
- Department of Haematology, University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | | | - Damien Kenny
- Children's Health Ireland at Crumlin, Dublin, Crumlin, Ireland
| | - Massimo Caputo
- Translational Health Sciences, University of Bristol, Bristol, UK
- Bristol Heart Institute, University of Bristol, Bristol, UK
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Liu Y, Choy MK, Abraham S, Tenin G, Black GC, Keavney BD. Atrial Septal Defect (ASD) associated long non-coding RNA STX18-AS1 maintains time-course of in vitro cardiomyocyte differentiation. Genes Dis 2023; 10:1150-1153. [PMID: 37397526 PMCID: PMC10311013 DOI: 10.1016/j.gendis.2022.07.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 07/13/2022] [Indexed: 11/18/2022] Open
Affiliation(s)
- Yingjuan Liu
- Division of Cardiovascular Sciences, University of Manchester, Manchester M13 9PL, UK
| | - Mun-kit Choy
- Division of Cardiovascular Sciences, University of Manchester, Manchester M13 9PL, UK
| | - Sabu Abraham
- Division of Cardiovascular Sciences, University of Manchester, Manchester M13 9PL, UK
| | - Gennadiy Tenin
- Division of Cardiovascular Sciences, University of Manchester, Manchester M13 9PL, UK
| | - Graeme C. Black
- Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester M13 9NQ, UK
- Division of Evolution & Genomic Sciences, University of Manchester, Manchester M13 9WL, UK
| | - Bernard D. Keavney
- Division of Cardiovascular Sciences, University of Manchester, Manchester M13 9PL, UK
- Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester M13 9NQ, UK
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Yu M, Aguirre M, Jia M, Gjoni K, Cordova-Palomera A, Munger C, Amgalan D, Ma XR, Pereira A, Tcheandjieu C, Seidman C, Seidman J, Tristani-Firouzi M, Chung W, Goldmuntz E, Srivastava D, Loos RJ, Chami N, Cordell H, Dreßen M, Mueller-Myhsok B, Lahm H, Krane M, Pollard KS, Engreitz JM, Gagliano Taliun SA, Gelb BD, Priest JR. Oligogenic Architecture of Rare Noncoding Variants Distinguishes 4 Congenital Heart Disease Phenotypes. CIRCULATION. GENOMIC AND PRECISION MEDICINE 2023; 16:258-266. [PMID: 37026454 PMCID: PMC10330096 DOI: 10.1161/circgen.122.003968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 01/29/2023] [Indexed: 05/10/2023]
Abstract
BACKGROUND Congenital heart disease (CHD) is highly heritable, but the power to identify inherited risk has been limited to analyses of common variants in small cohorts. METHODS We performed reimputation of 4 CHD cohorts (n=55 342) to the TOPMed reference panel (freeze 5), permitting meta-analysis of 14 784 017 variants including 6 035 962 rare variants of high imputation quality as validated by whole genome sequencing. RESULTS Meta-analysis identified 16 novel loci, including 12 rare variants, which displayed moderate or large effect sizes (median odds ratio, 3.02) for 4 separate CHD categories. Analyses of chromatin structure link 13 of the genome-wide significant loci to key genes in cardiac development; rs373447426 (minor allele frequency, 0.003 [odds ratio, 3.37 for Conotruncal heart disease]; P=1.49×10-8) is predicted to disrupt chromatin structure for 2 nearby genes BDH1 and DLG1 involved in Conotruncal development. A lead variant rs189203952 (minor allele frequency, 0.01 [odds ratio, 2.4 for left ventricular outflow tract obstruction]; P=1.46×10-8) is predicted to disrupt the binding sites of 4 transcription factors known to participate in cardiac development in the promoter of SPAG9. A tissue-specific model of chromatin conformation suggests that common variant rs78256848 (minor allele frequency, 0.11 [odds ratio, 1.4 for Conotruncal heart disease]; P=2.6×10-8) physically interacts with NCAM1 (PFDR=1.86×10-27), a neural adhesion molecule acting in cardiac development. Importantly, while each individual malformation displayed substantial heritability (observed h2 ranging from 0.26 for complex malformations to 0.37 for left ventricular outflow tract obstructive disease) the risk for different CHD malformations appeared to be separate, without genetic correlation measured by linkage disequilibrium score regression or regional colocalization. CONCLUSIONS We describe a set of rare noncoding variants conferring significant risk for individual heart malformations which are linked to genes governing cardiac development. These results illustrate that the oligogenic basis of CHD and significant heritability may be linked to rare variants outside protein-coding regions conferring substantial risk for individual categories of cardiac malformation.
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Affiliation(s)
- Mengyao Yu
- Dept of Pediatrics, Stanford Univ School of Medicine
| | - Matthew Aguirre
- Dept of Pediatrics, Stanford Univ School of Medicine
- Dept of Biomedical Data Science, Stanford Univ, Stanford CA
| | - Meiwen Jia
- Dept of Translational Research in Psychiatry, Max Planck Institute of Psychiatry Munich, Munich, Germany
| | - Ketrin Gjoni
- Gladstone Institutes; Univ of California San Francisco, San Francisco CA
| | | | - Chad Munger
- Dept of Genetics, Stanford Univ School of Medicine
| | | | - X Rosa Ma
- Dept of Genetics, Stanford Univ School of Medicine
| | | | - Catherine Tcheandjieu
- Dept of Pediatrics, Stanford Univ School of Medicine
- Gladstone Institutes; Univ of California San Francisco, San Francisco CA
| | | | | | | | - Wendy Chung
- Dept of Pediatrics, Columbia Univ, New York, NY
| | | | - Deepak Srivastava
- Gladstone Institutes; Univ of California San Francisco, San Francisco CA
| | | | | | - Heather Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle Univ, International Centre for Life, Central Parkway, Newcastle upon Tyne, United Kingdom
| | - Martina Dreßen
- Dept of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich & Technical Univ of Munich, School of Medicine & Health, Munich, Germany
| | - Bertram Mueller-Myhsok
- Dept of Translational Research in Psychiatry, Max Planck Institute of Psychiatry Munich, Munich, Germany
| | - Harald Lahm
- Dept of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich & Technical Univ of Munich, School of Medicine & Health, Munich, Germany
| | - Markus Krane
- Dept of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich & Technical Univ of Munich, School of Medicine & Health, Munich, Germany
- Dept of Cardiac Surgery, Yale School of Medicine, New Haven, CT
| | - Katherine S. Pollard
- Gladstone Institutes; Univ of California San Francisco, San Francisco CA
- Chan Zuckerberg Biohub, San Francisco
| | - Jesse M. Engreitz
- Dept of Genetics, Stanford Univ School of Medicine
- Basic Sciences and Engineering (BASE) Initiative, Betty Irene Moore Children’s Heart Center, Lucile Packard Children’s Hospital, Stanford, CA
| | - Sarah A. Gagliano Taliun
- Dept of Medicine & Dept of Neurosciences, Faculty of Medicine, Université de Montréal
- Montreal Heart Institute, Montreal, Quebec, Canada
| | - Bruce D. Gelb
- The Mindich Child Health & Development Institute at the Hess Center for Science & Medicine at Mount Sinai, New York, NY
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13
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Yu M, Harper AR, Aguirre M, Pittman M, Tcheandjieu C, Amgalan D, Grace C, Goel A, Farrall M, Xiao K, Engreitz J, Pollard KS, Watkins H, Priest JR. Genetic Determinants of the Interventricular Septum Are Linked to Ventricular Septal Defects and Hypertrophic Cardiomyopathy. CIRCULATION. GENOMIC AND PRECISION MEDICINE 2023; 16:207-215. [PMID: 37017090 PMCID: PMC10293084 DOI: 10.1161/circgen.122.003708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Accepted: 01/06/2023] [Indexed: 04/06/2023]
Abstract
BACKGROUND A large proportion of genetic risk remains unexplained for structural heart disease involving the interventricular septum (IVS) including hypertrophic cardiomyopathy and ventricular septal defects. This study sought to develop a reproducible proxy of IVS structure from standard medical imaging, discover novel genetic determinants of IVS structure, and relate these loci to diseases of the IVS, hypertrophic cardiomyopathy, and ventricular septal defect. METHODS We estimated the cross-sectional area of the IVS from the 4-chamber view of cardiac magnetic resonance imaging in 32 219 individuals from the UK Biobank which was used as the basis of genome wide association studies and Mendelian randomization. RESULTS Measures of IVS cross-sectional area at diastole were a strong proxy for the 3-dimensional volume of the IVS (Pearson r=0.814, P=0.004), and correlated with anthropometric measures, blood pressure, and diagnostic codes related to cardiovascular physiology. Seven loci with clear genomic consequence and relevance to cardiovascular biology were uncovered by genome wide association studies, most notably a single nucleotide polymorphism in an intron of CDKN1A (rs2376620; β, 7.7 mm2 [95% CI, 5.8-11.0]; P=6.0×10-10), and a common inversion incorporating KANSL1 predicted to disrupt local chromatin structure (β, 8.4 mm2 [95% CI, 6.3-10.9]; P=4.2×10-14). Mendelian randomization suggested that inheritance of larger IVS cross-sectional area at diastole was strongly associated with hypertrophic cardiomyopathy risk (pIVW=4.6×10-10) while inheritance of smaller IVS cross-sectional area at diastole was associated with risk for ventricular septal defect (pIVW=0.007). CONCLUSIONS Automated estimates of cross-sectional area of the IVS supports discovery of novel loci related to cardiac development and Mendelian disease. Inheritance of genetic liability for either small or large IVS, appears to confer risk for ventricular septal defect or hypertrophic cardiomyopathy, respectively. These data suggest that a proportion of risk for structural and congenital heart disease can be localized to the common genetic determinants of size and shape of cardiovascular anatomy.
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Affiliation(s)
- Mengyao Yu
- Dept of Pediatrics, Division of Pediatric Cardiology, Division of Cardiovascular Medicine, Stanford Univ School of Medicine
- Stanford Cardiovascular Institute, Stanford Univ, Stanford, CA
| | - Andrew R. Harper
- Radcliffe Dept of Medicine, Univ of Oxford, Division of Cardiovascular Medicine, John Radcliffe Hospital
- Wellcome Centre for Human Genetics, Roosevelt Drive, Oxford
- Centre for Genomics Research, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom
| | - Matthew Aguirre
- Dept of Pediatrics, Division of Pediatric Cardiology, Division of Cardiovascular Medicine, Stanford Univ School of Medicine
- Dept of Biomedical Data Science, Stanford Medical School, Stanford
| | - Maureen Pittman
- Univ of California, San Francisco, San Francisco
- Gladstone Institute of Data Science & Biotechnology, San Francisco
| | - Catherine Tcheandjieu
- Dept of Pediatrics, Division of Pediatric Cardiology, Division of Cardiovascular Medicine, Stanford Univ School of Medicine
- Stanford Cardiovascular Institute, Stanford Univ, Stanford, CA
- Dept of Medicine, Division of Cardiovascular Medicine, Stanford Univ School of Medicine
| | - Dulguun Amgalan
- Dept of Genetics, Stanford Univ, Stanford, CA
- Basic Sciences and Engineering Initiative, Betty Irene Moore Children’s Heart Center, Lucile Packard Children’s Hospital, Stanford, CA
| | - Christopher Grace
- Radcliffe Dept of Medicine, Univ of Oxford, Division of Cardiovascular Medicine, John Radcliffe Hospital
- Wellcome Centre for Human Genetics, Roosevelt Drive, Oxford
| | - Anuj Goel
- Radcliffe Dept of Medicine, Univ of Oxford, Division of Cardiovascular Medicine, John Radcliffe Hospital
- Wellcome Centre for Human Genetics, Roosevelt Drive, Oxford
| | - Martin Farrall
- Radcliffe Dept of Medicine, Univ of Oxford, Division of Cardiovascular Medicine, John Radcliffe Hospital
- Wellcome Centre for Human Genetics, Roosevelt Drive, Oxford
| | - Ke Xiao
- College of Information & Computer Sciences at Univ of Massachusetts Amherst, Amherst, MA
| | - Jesse Engreitz
- Dept of Genetics, Stanford Univ, Stanford, CA
- Basic Sciences and Engineering Initiative, Betty Irene Moore Children’s Heart Center, Lucile Packard Children’s Hospital, Stanford, CA
| | - Katherine S. Pollard
- Univ of California, San Francisco, San Francisco
- Gladstone Institute of Data Science & Biotechnology, San Francisco
- Chan-Zuckerberg Biohub
| | - Hugh Watkins
- Radcliffe Dept of Medicine, Univ of Oxford, Division of Cardiovascular Medicine, John Radcliffe Hospital
- Wellcome Centre for Human Genetics, Roosevelt Drive, Oxford
| | - James R. Priest
- Dept of Pediatrics, Division of Pediatric Cardiology, Division of Cardiovascular Medicine, Stanford Univ School of Medicine
- Stanford Cardiovascular Institute, Stanford Univ, Stanford, CA
- Chan-Zuckerberg Biohub
- Current affiliation: Tenaya Therapeutics, South San Francisco, CA
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14
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Zhu W, Lo CW. Insights into the genetic architecture of congenital heart disease from animal modeling. Zool Res 2023; 44:577-590. [PMID: 37147909 PMCID: PMC10236297 DOI: 10.24272/j.issn.2095-8137.2022.463] [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: 01/22/2022] [Accepted: 04/28/2023] [Indexed: 05/07/2023] Open
Abstract
Congenital heart disease (CHD) is observed in up to 1% of live births and is one of the leading causes of mortality from birth defects. While hundreds of genes have been implicated in the genetic etiology of CHD, their role in CHD pathogenesis is still poorly understood. This is largely a reflection of the sporadic nature of CHD, as well as its variable expressivity and incomplete penetrance. We reviewed the monogenic causes and evidence for oligogenic etiology of CHD, as well as the role of de novo mutations, common variants, and genetic modifiers. For further mechanistic insight, we leveraged single-cell data across species to investigate the cellular expression characteristics of genes implicated in CHD in developing human and mouse embryonic hearts. Understanding the genetic etiology of CHD may enable the application of precision medicine and prenatal diagnosis, thereby facilitating early intervention to improve outcomes for patients with CHD.
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Affiliation(s)
- Wenjuan Zhu
- Chinese University of Hong Kong, Hong Kong SAR, China
- Kunming Institute of Zoology-Chinese University of Hong Kong (KIZ-CUHK) Joint Laboratory of Bioresources and Molecular Research of Common Diseases, Hong Kong SAR, China
| | - Cecilia W Lo
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15201 USA. E-mail:
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15
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Armendariz DA, Goetsch SC, Sundarrajan A, Sivakumar S, Wang Y, Xie S, Munshi NV, Hon GC. CHD-associated enhancers shape human cardiomyocyte lineage commitment. eLife 2023; 12:e86206. [PMID: 37096669 PMCID: PMC10156167 DOI: 10.7554/elife.86206] [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: 01/15/2023] [Accepted: 03/10/2023] [Indexed: 04/26/2023] Open
Abstract
Enhancers orchestrate gene expression programs that drive multicellular development and lineage commitment. Thus, genetic variants at enhancers are thought to contribute to developmental diseases by altering cell fate commitment. However, while many variant-containing enhancers have been identified, studies to endogenously test the impact of these enhancers on lineage commitment have been lacking. We perform a single-cell CRISPRi screen to assess the endogenous roles of 25 enhancers and putative cardiac target genes implicated in genetic studies of congenital heart defects (CHDs). We identify 16 enhancers whose repression leads to deficient differentiation of human cardiomyocytes (CMs). A focused CRISPRi validation screen shows that repression of TBX5 enhancers delays the transcriptional switch from mid- to late-stage CM states. Endogenous genetic deletions of two TBX5 enhancers phenocopy epigenetic perturbations. Together, these results identify critical enhancers of cardiac development and suggest that misregulation of these enhancers could contribute to cardiac defects in human patients.
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Affiliation(s)
- Daniel A Armendariz
- Cecil H. and Ida Green Center for Reproductive Biology Sciences, University of Texas Southwestern Medical CenterDallasUnited States
| | - Sean C Goetsch
- Department of Internal Medicine, University of Texas Southwestern Medical CenterDallasUnited States
| | - Anjana Sundarrajan
- Cecil H. and Ida Green Center for Reproductive Biology Sciences, University of Texas Southwestern Medical CenterDallasUnited States
| | - Sushama Sivakumar
- Department of Internal Medicine, University of Texas Southwestern Medical CenterDallasUnited States
| | - Yihan Wang
- Cecil H. and Ida Green Center for Reproductive Biology Sciences, University of Texas Southwestern Medical CenterDallasUnited States
| | - Shiqi Xie
- Cecil H. and Ida Green Center for Reproductive Biology Sciences, University of Texas Southwestern Medical CenterDallasUnited States
| | - Nikhil V Munshi
- Department of Internal Medicine, University of Texas Southwestern Medical CenterDallasUnited States
- Division of Cardiology, Department of Molecular Biology, McDermott Center for Human Growth and Development, University of Texas Southwestern Medical CenterDallasUnited States
- Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical CenterDallasUnited States
| | - Gary C Hon
- Cecil H. and Ida Green Center for Reproductive Biology Sciences, University of Texas Southwestern Medical CenterDallasUnited States
- Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical CenterDallasUnited States
- Lyda Hill Department of Bioinformatics, Department of Obstetrics and Gynecology, University of Texas Southwestern Medical CenterDallasUnited States
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16
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Osman W, Mousa M, Albreiki M, Baalfaqih Z, Daggag H, Hill C, McKnight AJ, Maxwell AP, Al Safar H. A genome-wide association study identifies a possible role for cannabinoid signalling in the pathogenesis of diabetic kidney disease. Sci Rep 2023; 13:4661. [PMID: 36949158 PMCID: PMC10033677 DOI: 10.1038/s41598-023-31701-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 03/16/2023] [Indexed: 03/24/2023] Open
Abstract
Diabetic kidney disease (DKD), also known as diabetic nephropathy, is the leading cause of renal impairment and end-stage renal disease. Patients with diabetes are at risk for DKD because of poor control of their blood glucose, as well as nonmodifiable risk factors including age, ethnicity, and genetics. This genome-wide association study (GWAS) was conducted for the first time in the Emirati population to investigate possible genetic factors associated with the development and progression of DKD. We included data on 7,921,925 single nucleotide polymorphism (SNPs) in 258 cases of type 2 diabetes mellitus (T2DM) who developed DKD and 938 control subjects with T2DM who did not develop DKD. GWAS suggestive results (P < 1 × 10-5) were further replicated using summary statistics from three cohorts with T2DM-induced DKD (Bio Bank Japan data, UK Biobank, and FinnGen Project data) and T1DM-induced DKD (UK-ROI cohort data from Belfast, UK). When conducting a multiple linear regression model for gene-set analyses, the CNR2 gene demonstrated genome-wide significance at 1.46 × 10-6. SNPs in CNR2 gene, encodes cannabinoid receptor 2 or CB2, were replicated in Japanese samples with the leading SNP rs2501391 showing a Pcombined = 9.3 × 10-7, and odds ratio = 0.67 in association with DKD associated with T2DM, but not with T1DM, without any significant association with T2DM itself. The allele frequencies of our cohort and those of the replication cohorts were in most cases markedly different. In addition, we replicated the association between rs1564939 in the GLRA3 gene and DKD in T2DM (P = 0.016, odds ratio = 0.54 per allele C). Our findings suggest evidence that cannabinoid signalling may be involved in the development of DKD through CB2, which is expressed in different kidney regions and known to be involved in insulin resistance, inflammation, and the development of kidney fibrosis.
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Affiliation(s)
- Wael Osman
- Center for Biotechnology, Khalifa University, PO Box 127788, Abu Dhabi, United Arab Emirates
- Department of Biology, College of Arts and Sciences, Khalifa University, Abu Dhabi, United Arab Emirates
| | - Mira Mousa
- Center for Biotechnology, Khalifa University, PO Box 127788, Abu Dhabi, United Arab Emirates
| | - Mohammed Albreiki
- Center for Biotechnology, Khalifa University, PO Box 127788, Abu Dhabi, United Arab Emirates
| | - Zahrah Baalfaqih
- Center for Biotechnology, Khalifa University, PO Box 127788, Abu Dhabi, United Arab Emirates
| | - Hinda Daggag
- Imperial College of London Diabetes Centre, Abu Dhabi, United Arab Emirates
| | - Claire Hill
- Centre for Public Health, Queen's University of Belfast, Belfast, UK
| | | | | | - Habiba Al Safar
- Center for Biotechnology, Khalifa University, PO Box 127788, Abu Dhabi, United Arab Emirates.
- Department of Biomedical Engineering, College of Engineering, Khalifa University, Abu Dhabi, United Arab Emirates.
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17
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Saacks NA, Eales J, Spracklen TF, Aldersley T, Human P, Verryn M, Lawrenson J, Cupido B, Comitis G, De Decker R, Fourie B, Swanson L, Joachim A, Brooks A, Ramesar R, Shaboodien G, Keavney BD, Zühlke LJ. Investigation of Copy Number Variation in South African Patients With Congenital Heart Defects. CIRCULATION. GENOMIC AND PRECISION MEDICINE 2022; 15:e003510. [PMID: 36205932 PMCID: PMC9770125 DOI: 10.1161/circgen.121.003510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 06/27/2022] [Indexed: 11/05/2022]
Abstract
BACKGROUND Congenital heart disease (CHD) is a leading non-infectious cause of pediatric morbidity and mortality worldwide. Although the etiology of CHD is poorly understood, genetic factors including copy number variants (CNVs) contribute to the risk of CHD in individuals of European ancestry. The presence of rare CNVs in African CHD populations is unknown. This study aimed to identify pathogenic and likely pathogenic CNVs in South African patients with CHD. METHODS Genotyping was performed on 90 patients with nonsyndromic CHD using the Affymetrix CytoScan HD platform. These data were used to identify large, rare CNVs in known CHD-associated genes and candidate genes. RESULTS We identified eight CNVs overlapping known CHD-associated genes (GATA4, CRKL, TBX1, FLT4, B3GAT3, NSD1) in six patients. The analysis also revealed CNVs encompassing five candidate genes likely to play a role in the development of CHD (DGCR8, KDM2A, JARID2, FSTL1, CYFIP1) in five patients. One patient was found to have 47, XXY karyotype. We report a total discovery yield of 6.7%, with 5.6% of the cohort carrying pathogenic or likely pathogenic CNVs expected to cause the observed phenotypes. CONCLUSIONS In this study, we show that chromosomal microarray is an effective technique for identifying CNVs in African patients diagnosed with CHD and have demonstrated results similar to previous CHD genetic studies in Europeans. Novel potential CHD genes were also identified, indicating the value of genetic studies of CHD in ancestrally diverse populations.
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Affiliation(s)
- Nicole A. Saacks
- Division of Pediatric Cardiology, Department of Pediatrics and Child Health (N.A.S., T.F.S., T.A., J.L., G.C., R.D.D., L.S., A.J., L.J.Z.)
| | - James Eales
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, United Kingdom (J.E., B.D.K.)
| | - Timothy F. Spracklen
- Division of Pediatric Cardiology, Department of Pediatrics and Child Health (N.A.S., T.F.S., T.A., J.L., G.C., R.D.D., L.S., A.J., L.J.Z.)
- Department of Medicine, Cape Heart Institute (T.F.S., G.S., L.J.Z.)
| | - Thomas Aldersley
- Division of Pediatric Cardiology, Department of Pediatrics and Child Health (N.A.S., T.F.S., T.A., J.L., G.C., R.D.D., L.S., A.J., L.J.Z.)
| | - Paul Human
- Chris Barnard Division of Cardiothoracic Surgery, Department of Medicine, Faculty of Health Sciences (P.H., A.B.)
| | - Mark Verryn
- Cardiovascular Genetics Laboratory, Hatter Institute for Cardiovascular Research in Africa (M.V., G.S.)
| | - John Lawrenson
- Division of Pediatric Cardiology, Department of Pediatrics and Child Health (N.A.S., T.F.S., T.A., J.L., G.C., R.D.D., L.S., A.J., L.J.Z.)
- Division of Pediatric Cardiology, Department of Pediatrics and Child Health, University of Stellenbosch, Cape Town, South Africa (J.L., B.F.)
| | - Blanche Cupido
- Division of Cardiology, Department of Medicine, Groote Schuur Hospital, Faculty of Health Sciences (B.C., L.J.Z.)
| | - George Comitis
- Division of Pediatric Cardiology, Department of Pediatrics and Child Health (N.A.S., T.F.S., T.A., J.L., G.C., R.D.D., L.S., A.J., L.J.Z.)
| | - Rik De Decker
- Division of Pediatric Cardiology, Department of Pediatrics and Child Health (N.A.S., T.F.S., T.A., J.L., G.C., R.D.D., L.S., A.J., L.J.Z.)
| | - Barend Fourie
- Division of Pediatric Cardiology, Department of Pediatrics and Child Health, University of Stellenbosch, Cape Town, South Africa (J.L., B.F.)
| | - Lenise Swanson
- Division of Pediatric Cardiology, Department of Pediatrics and Child Health (N.A.S., T.F.S., T.A., J.L., G.C., R.D.D., L.S., A.J., L.J.Z.)
| | - Alexia Joachim
- Division of Pediatric Cardiology, Department of Pediatrics and Child Health (N.A.S., T.F.S., T.A., J.L., G.C., R.D.D., L.S., A.J., L.J.Z.)
| | - Andre Brooks
- Chris Barnard Division of Cardiothoracic Surgery, Department of Medicine, Faculty of Health Sciences (P.H., A.B.)
| | - Raj Ramesar
- MRC Genomic & Precision Medicine Research Unit, Division of Human Genetics, Dept of Pathology, Institute for Infectious Diseases and Molecular Medicine, University of Cape Town, Cape Town, South Africa (R.R.)
| | - Gasnat Shaboodien
- Department of Medicine, Cape Heart Institute (T.F.S., G.S., L.J.Z.)
- Cardiovascular Genetics Laboratory, Hatter Institute for Cardiovascular Research in Africa (M.V., G.S.)
| | - Bernard D. Keavney
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, United Kingdom (J.E., B.D.K.)
| | - Liesl J. Zühlke
- Division of Pediatric Cardiology, Department of Pediatrics and Child Health (N.A.S., T.F.S., T.A., J.L., G.C., R.D.D., L.S., A.J., L.J.Z.)
- Department of Medicine, Cape Heart Institute (T.F.S., G.S., L.J.Z.)
- Division of Cardiology, Department of Medicine, Groote Schuur Hospital, Faculty of Health Sciences (B.C., L.J.Z.)
- South African Medical Research Council, Cape Town (L.J.Z.)
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18
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Zhu J, Lin Q, Zheng H, Rao Y, Ji T. The pro-invasive factor COL6A2 serves as a novel prognostic marker of glioma. Front Oncol 2022; 12:897042. [PMID: 36505882 PMCID: PMC9732579 DOI: 10.3389/fonc.2022.897042] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 11/03/2022] [Indexed: 11/26/2022] Open
Abstract
Background Glioma is an incurable malignant lesion with poor outcome characterized by easy recurrence after surgery with or without radiotherapy and chemotherapy. Studies have shown that COL6A2 is closely related to the tumorigenesis and development of a variety of tumors. However, the role of COL6A2 in glioma and the relationship between COL6A2 and tumor infiltrating immune cells remain unclear. Methods Western blot, real-time PCR, a tissue microarray and immunohistochemistry were applied to detect COL6A2 mRNA and protein amounts in glioma, and all experiments were repeated three times. A tissue microarray of glioma samples was used for prognostic analysis. Detection of COL6A2 co-expression with immune genes using immunohistochemical methods, and tumor modeling using nude mice for prevention and treatment studies. Based on the mRNA expression of COL6A2, patients with glioma in TCGA were divided into the low and high COL6A2 expression groups, and GO and KEGG pathway analyses were performed. A PPI network was constructed using STRING, and the associations of COL6A2 with tumor-infiltrating immune cells and immune genes were analyzed in the CIBERSORT and TISIDB databases. COL6A2 mRNA and protein amounts were increased in glioma. Results Multiple-database and tissue microarray analyses showed that COL6A2 expression in glioma was associated with poor prognosis, Tissue microarray showed that COL6A2 was the highest expressed in WHO IV and significantly higher in TCGA-GBM than in TCGA-LGG. Immunohistochemistry can well demonstrate the co-expression of COL6A2 with immune genes in a tumor model established in nude mice, showing that interference with COL6A2 expression may have an inhibitory effect on tumors. The mRNA expression of COL6A2 was involved in 22 KEGG pathways, and GSEA analysis showed that 28 and 57 gene sets were significantly enriched at nominal p values <0.01 and <0.05, respectively, protein network revealed a tight interaction between COL6A2 and SPARC. The CIBERSORT database indicated that COL6A2 was correlated with 15 types of tumor-infiltrating immune cells, including M2 macrophages, CD8 T cells, neutrophils, gamma delta T cells, activated CD4 memory T cells, follicular helper T cells, M0 macrophages, M1 macrophages, regulatory T cells (Tregs), activated NK cells, eosinophils, activated mast cells, monocytes, activated dendritic cells, and resting CD4 memory T cells. The TISIDB database indicated that COL6A2 was significantly correlated with lymphocytes such as regulatory T cell, Type 17 T helper cell, Type 1 T helper cell, and immunomodulatory genes. In addition, COL6A2-related immune regulatory genes show that most immune regulatorygenes have prognostic value for glioma, and high-risk immune genes are notconducive to the survival of glioma patients. Conclusions COL6A2-related immune regulatory genes show that most immune regulatory genes have prognostic value for glioma, and high-risk immune genes are not conducive to the survival of glioma patients. COL6A2 may be a novel potential prognostic biomarker of glioma and associated with tumor-infiltrating immune cells in the tumor microenvironment, and interference with COL6A2 expression can inhibit tumor growth, which suggests COL6A2 as a potential target for future treatment.
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19
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Spendlove SJ, Bondhus L, Lluri G, Sul JH, Arboleda VA. Polygenic risk scores of endo-phenotypes identify the effect of genetic background in congenital heart disease. HGG ADVANCES 2022; 3:100112. [PMID: 35599848 PMCID: PMC9118152 DOI: 10.1016/j.xhgg.2022.100112] [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: 12/13/2021] [Accepted: 04/19/2022] [Indexed: 01/28/2023] Open
Abstract
Congenital heart disease (CHD) is a rare structural defect that occurs in ∼1% of live births. Studies on CHD genetic architecture have identified pathogenic single-gene mutations in less than 30% of cases. Single-gene mutations often show incomplete penetrance and variable expressivity. Therefore, we hypothesize that genetic background may play a role in modulating disease expression. Polygenic risk scores (PRSs) aggregate effects of common genetic variants to investigate whether, cumulatively, these variants are associated with disease penetrance or severity. However, the major limitations in this field have been in generating sufficient sample sizes for these studies. Here we used CHD-phenotype matched genome-wide association study (GWAS) summary statistics from the UK Biobank (UKBB) as our base study and whole-genome sequencing data from the CHD cohort (n1 = 711 trios, n2 = 362 European trios) of the Gabriella Miller Kids First dataset as our target study to develop PRSs for CHD. PRSs estimated using a GWAS for heart valve problems and heart murmur explain 2.5% of the variance in case-control status of CHD (all SNVs, p = 7.90 × 10-3; fetal cardiac SNVs, p = 8.00 × 10-3) and 1.8% of the variance in severity of CHD (fetal cardiac SNVs, p = 6.20 × 10-3; all SNVs, p = 0.015). These results show that common variants captured in CHD phenotype-matched GWASs have a modest but significant contribution to phenotypic expression of CHD. Further exploration of the cumulative effect of common variants is necessary for understanding the complex genetic etiology of CHD and other rare diseases.
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Affiliation(s)
- Sarah J Spendlove
- Interdepartmental Bioinformatics Program, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.,Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Leroy Bondhus
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.,Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Gentian Lluri
- Ahmanson/UCLA Adult Congenital Heart Disease Center, Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jae Hoon Sul
- Interdepartmental Bioinformatics Program, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.,Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Valerie A Arboleda
- Interdepartmental Bioinformatics Program, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.,Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.,Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.,Department of Computational Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
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20
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Richard MA, Patel J, Benjamin RH, Bircan E, Canon SJ, Marengo LK, Canfield MA, Agopian AJ, Lupo PJ, Nembhard WN. Prevalence and Clustering of Congenital Heart Defects Among Boys With Hypospadias. JAMA Netw Open 2022; 5:e2224152. [PMID: 35900762 PMCID: PMC9335139 DOI: 10.1001/jamanetworkopen.2022.24152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Hypospadias is a common birth defect of the male urinary tract that may be isolated or may co-occur with other structural malformations, including congenital heart defects (CHDs). The risk for co-occurring CHDs among boys with hypospadias remains unknown, which limits screening and genetic testing strategies. OBJECTIVE To characterize the risk of major CHDs among boys born with hypospadias. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study used data from population-based birth defect surveillance programs on all male infants born in 11 US states from January 1, 1995, to December 31, 2014. Statistical analysis was performed from September 2, 2020, to March 25, 2022. EXPOSURE Hypospadias. MAIN OUTCOMES AND MEASURES Demographic and diagnostic data were obtained from 2 active state-based birth defect surveillance programs for primary analyses, the Texas Birth Defects Registry and the Arkansas Reproductive Health Monitoring System, with validation among 9 additional states in the National Birth Defects Prevention Network (NBDPN). Birth defect diagnoses were identified using the British Pediatric Association coding for hypospadias (exposure) and major CHDs (primary outcomes). Maternal covariates and birth year were also abstracted from the vital records. Poisson regression was used to estimate adjusted prevalence ratios and 95% CIs for major CHDs within Texas and Arkansas and combined using inverse variance-weighted meta-analysis. Findings were validated using the NBDPN. RESULTS Among 3.7 million pregnancies in Texas and Arkansas, 1485 boys had hypospadias and a co-occurring CHD. Boys with hypospadias were 5.8 times (95% CI, 5.5-6.1) more likely to have a co-occurring CHD compared with boys without hypospadias. Associations were observed for every specific CHD analyzed among boys with hypospadias, occurred outside of chromosomal anomalies, and were validated in the NBDPN. An estimated 7.024% (95% CI, 7.020%-7.028%) of boys with hypospadias in Texas and 5.503% (95% CI, 5.495%-5.511%) of boys with hypospadias in Arkansas have a co-occurring CHD. In addition, hypospadias severity and maternal race and ethnicity were independently associated with the likelihood for hypospadias to co-occur with a CHD; boys in Texas with third-degree (ie, more severe) hypospadias were 2.7 times (95% CI, 2.2-3.4) more likely than boys with first-degree hypospadias to have a co-occurring CHD, with consistent estimates in Arkansas (odds ratio, 2.7; 95% CI, 1.4-5.3), and boys with hypospadias born to Hispanic mothers in Texas were 1.5 times (95% CI, 1.3-1.8) more likely to have a co-occurring CHD than boys with hypospadias born to non-Hispanic White mothers. CONCLUSIONS AND RELEVANCE In this cohort study, boys with hypospadias had a higher prevalence of CHDs than boys without hypospadias. These findings support the need for consideration of additional CHD screening programs for boys born with hypospadias.
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Affiliation(s)
| | - Jenil Patel
- Department of Epidemiology, Human Genetics, and Environmental Sciences, The University of Texas Health Science Center at Houston School of Public Health, Dallas
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock
| | - Renata H. Benjamin
- Department of Epidemiology, Human Genetics, and Environmental Sciences, The University of Texas Health Science Center at Houston School of Public Health, Houston
| | - Emine Bircan
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock
| | - Stephen J. Canon
- Arkansas Children’s Hospital, Little Rock
- Department of Urology, University of Arkansas for Medical Sciences, Little Rock
| | - Lisa K. Marengo
- Birth Defects Epidemiology and Surveillance Branch, Texas Department of State Health Services, Austin
| | - Mark A. Canfield
- Birth Defects Epidemiology and Surveillance Branch, Texas Department of State Health Services, Austin
| | - A. J. Agopian
- Department of Epidemiology, Human Genetics, and Environmental Sciences, The University of Texas Health Science Center at Houston School of Public Health, Houston
| | - Philip J. Lupo
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Wendy N. Nembhard
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock
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21
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Rashkin SR, Cleves M, Shaw GM, Nembhard WN, Nestoridi E, Jenkins MM, Romitti PA, Lou XY, Browne ML, Mitchell LE, Olshan AF, Lomangino K, Bhattacharyya S, Witte JS, Hobbs CA. A genome-wide association study of obstructive heart defects among participants in the National Birth Defects Prevention Study. Am J Med Genet A 2022; 188:2303-2314. [PMID: 35451555 PMCID: PMC9283270 DOI: 10.1002/ajmg.a.62759] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 02/15/2022] [Accepted: 02/18/2022] [Indexed: 01/19/2023]
Abstract
Obstructive heart defects (OHDs) share common structural lesions in arteries and cardiac valves, accounting for ~25% of all congenital heart defects. OHDs are highly heritable, resulting from interplay among maternal exposures, genetic susceptibilities, and epigenetic phenomena. A genome-wide association study was conducted in National Birth Defects Prevention Study participants (Ndiscovery = 3978; Nreplication = 2507), investigating the genetic architecture of OHDs using transmission/disequilibrium tests (TDT) in complete case-parental trios (Ndiscovery_TDT = 440; Nreplication_TDT = 275) and case-control analyses separately in infants (Ndiscovery_CCI = 1635; Nreplication_CCI = 990) and mothers (case status defined by infant; Ndiscovery_CCM = 1703; Nreplication_CCM = 1078). In the TDT analysis, the SLC44A2 single nucleotide polymorphism (SNP) rs2360743 was significantly associated with OHD (pdiscovery = 4.08 × 10-9 ; preplication = 2.44 × 10-4 ). A CAPN11 SNP (rs55877192) was suggestively associated with OHD (pdiscovery = 1.61 × 10-7 ; preplication = 0.0016). Two other SNPs were suggestively associated (p < 1 × 10-6 ) with OHD in only the discovery sample. In the case-control analyses, no SNPs were genome-wide significant, and, even with relaxed thresholds ( × discovery < 1 × 10-5 and preplication < 0.05), only one SNP (rs188255766) in the infant analysis was associated with OHDs (pdiscovery = 1.42 × 10-6 ; preplication = 0.04). Additional SNPs with pdiscovery < 1 × 10-5 were in loci supporting previous findings but did not replicate. Overall, there was modest evidence of an association between rs2360743 and rs55877192 and OHD and some evidence validating previously published findings.
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Affiliation(s)
- Sara R Rashkin
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - Mario Cleves
- Department of Pediatrics, Morsani College of Medicine, University of South Florida, Health Informatics Institute, Tampa, Florida, USA
| | - Gary M Shaw
- Department of Pediatrics, Stanford University, Stanford, California, USA
| | - Wendy N Nembhard
- Department of Epidemiology and Arkansas Center for Birth Defects and Prevention, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Eirini Nestoridi
- Massachusetts Center for Birth Defects Research and Prevention, Massachusetts Department of Public Health, Boston, Massachusetts, USA
| | - Mary M Jenkins
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Paul A Romitti
- Department of Epidemiology, University of Iowa, Iowa City, Iowa, USA
| | - Xiang-Yang Lou
- Department of Biostatistics, College of Public Health and Health Professions & College of Medicine, University of Florida, Gainesville, Florida, USA
| | - Marilyn L Browne
- Birth Defects Research Section, New York State Department of Health, Albany, New York, USA
- Department of Epidemiology and Biostatistics, School of Public Health, University at Albany, Rensselaer, New York, USA
| | - Laura E Mitchell
- Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health, Houston, Texas, USA
| | - Andrew F Olshan
- Department of Epidemiology, University of North Carolina, Chapel Hill, North Carolina, USA
| | | | - Sudeepa Bhattacharyya
- Bioinformatics and Data Science at University of Arkansas, Little Rock, Arkansas, USA
| | - John S Witte
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - Charlotte A Hobbs
- Rady Children's Institute for Genomic Medicine, San Diego, California, USA
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22
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Shi JW, Cao H, Hong L, Ma J, Cui L, Zhang Y, Song X, Liu J, Yang Y, Lv Q, Zhang L, Wang J, Xie M. Diagnostic yield of whole exome data in fetuses aborted for conotruncal malformations. Prenat Diagn 2022; 42:852-861. [PMID: 35420166 DOI: 10.1002/pd.6147] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 04/01/2022] [Accepted: 04/07/2022] [Indexed: 11/05/2022]
Abstract
OBJECTIVE We investigated a custom congenital heart disease (CHD) geneset to assess the diagnostic value of whole-exome sequencing (WES) in karyotype- and copy number variation (CNV)-negative aborted fetuses with conotruncal defects (CTD), and to explore the impact of postnatal phenotyping on genetic diagnosis. METHODS We sequentially analyzed CNV-seq and WES data from 47 CTD fetuses detected by prenatal ultrasonography. Fetuses with either a confirmed aneuploidy or pathogenic CNV were excluded from the WES analyses, which were performed following the American College of Medical Genetics and Genomics recommendations and a custom CHD-geneset. Imaging and autopsy were applied to obtain postnatal phenotypic information about aborted fetuses. RESULTS CNV-seq identified aneuploidy in 7/47 cases while 13/47 fetuses were CNV-positive. Eighty-five rare deleterious variants in 61 genes (from custom geneset) were identified by WES in the remaining fetuses. Of these, five (likely) pathogenic variants (LPV/PV) were identified in five fetuses, revealing a 10.6% incremental diagnostic yield. Furthermore, RERE:c.2461_2472delGGGATGTGGCGA was reclassified as LPV based on postnatal phenotypic data. CONCLUSION We have developed and defined a CHD gene panel that can be utilized in a subset of fetuses with CTDs. We demonstrate the utility of incorporating both prenatal and postnatal phenotypic information may facilitate WES diagnostics. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Jia-Wei Shi
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Haiyan Cao
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Liu Hong
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Jing Ma
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Li Cui
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Yi Zhang
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Xiaoyan Song
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Juanjuan Liu
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Yali Yang
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Qing Lv
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Li Zhang
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Jing Wang
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Mingxing Xie
- Department of Ultrasound, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.,Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
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23
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The 90 plus: longevity and COVID-19 survival. Mol Psychiatry 2022; 27:1936-1944. [PMID: 35136227 DOI: 10.1038/s41380-022-01461-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 01/11/2022] [Accepted: 01/20/2022] [Indexed: 11/08/2022]
Abstract
The world population is getting older and studies aiming to enhance our comprehension of the underlying mechanisms responsible for health span are of utmost interest for longevity and as a measure for health care. In this review, we summarized previous genetic association studies (GWAS) and next-generation sequencing (NGS) of elderly cohorts. We also present the updated hypothesis for the aging process, together with the factors associated with healthy aging. We discuss the relevance of studying older individuals and build databanks to characterize the presence and resistance against late-onset disorders. The identification of about 2 million novel variants in our cohort of more than 1000 elderly Brazilians illustrates the importance of studying highly admixed populations of non-European ancestry. Finally, the ascertainment of nonagenarians and particularly of centenarians who were recovered from COVID-19 or remained asymptomatic opens new avenues of research aiming to enhance our comprehension of biological mechanisms associated with resistance against pathogens.
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24
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Teekakirikul P, Zhu W, Xu X, Young CB, Tan T, Smith AM, Wang C, Peterson KA, Gabriel GC, Ho S, Sheng Y, Moreau de Bellaing A, Sonnenberg DA, Lin JH, Fotiou E, Tenin G, Wang MX, Wu YL, Feinstein T, Devine W, Gou H, Bais AS, Glennon BJ, Zahid M, Wong TC, Ahmad F, Rynkiewicz MJ, Lehman WJ, Keavney B, Alastalo TP, Freckmann ML, Orwig K, Murray S, Ware SM, Zhao H, Feingold B, Lo CW. Genetic resiliency associated with dominant lethal TPM1 mutation causing atrial septal defect with high heritability. Cell Rep Med 2022; 3:100501. [PMID: 35243414 PMCID: PMC8861813 DOI: 10.1016/j.xcrm.2021.100501] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 10/24/2021] [Accepted: 12/17/2021] [Indexed: 11/22/2022]
Abstract
Analysis of large-scale human genomic data has yielded unexplained mutations known to cause severe disease in healthy individuals. Here, we report the unexpected recovery of a rare dominant lethal mutation in TPM1, a sarcomeric actin-binding protein, in eight individuals with large atrial septal defect (ASD) in a five-generation pedigree. Mice with Tpm1 mutation exhibit early embryonic lethality with disrupted myofibril assembly and no heartbeat. However, patient-induced pluripotent-stem-cell-derived cardiomyocytes show normal beating with mild myofilament defect, indicating disease suppression. A variant in TLN2, another myofilament actin-binding protein, is identified as a candidate suppressor. Mouse CRISPR knock-in (KI) of both the TLN2 and TPM1 variants rescues heart beating, with near-term fetuses exhibiting large ASD. Thus, the role of TPM1 in ASD pathogenesis unfolds with suppression of its embryonic lethality by protective TLN2 variant. These findings provide evidence that genetic resiliency can arise with genetic suppression of a deleterious mutation.
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Affiliation(s)
- Polakit Teekakirikul
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Division of Cardiology, Department of Medicine & Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
- Centre for Cardiovascular Genomics & Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Wenjuan Zhu
- Centre for Cardiovascular Genomics & Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
- Division of Medical Sciences, Department of Medicine & Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Xinxiu Xu
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Cullen B. Young
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Tuantuan Tan
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Amanda M. Smith
- Department of Pediatrics and Department of Medical and Molecular Genetics, and Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Chengdong Wang
- School of Biomedical Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
| | | | - George C. Gabriel
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Sebastian Ho
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Yi Sheng
- Magee-Womens Research Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Anne Moreau de Bellaing
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Daniel A. Sonnenberg
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jiuann-huey Lin
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Elisavet Fotiou
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Gennadiy Tenin
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Michael X. Wang
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Yijen L. Wu
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Timothy Feinstein
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - William Devine
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | | | - Abha S. Bais
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Benjamin J. Glennon
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Maliha Zahid
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Timothy C. Wong
- UPMC Heart and Vascular Institute and Division of Cardiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Ferhaan Ahmad
- Division of Cardiovascular Medicine, Department of Internal Medicine, The University of Iowa, Iowa City, IA, USA
| | - Michael J. Rynkiewicz
- Department of Physiology & Biophysics, Boston University School of Medicine, Boston, MA, USA
| | - William J. Lehman
- Department of Physiology & Biophysics, Boston University School of Medicine, Boston, MA, USA
| | - Bernard Keavney
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | | | | | - Kyle Orwig
- Magee-Womens Research Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | | | - Stephanie M. Ware
- Department of Pediatrics and Department of Medical and Molecular Genetics, and Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Hui Zhao
- School of Biomedical Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
- Hong Kong Branch of CAS Center for Excellence in Animal Evolution and Genetics, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Brian Feingold
- Heart Institute and Division of Pediatric Cardiology, Children’s Hospital of Pittsburgh of UPMC, Pittsburgh, PA, USA
| | - Cecilia W. Lo
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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25
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Wang YC, Wu Y, Choi J, Allington G, Zhao S, Khanfar M, Yang K, Fu PY, Wrubel M, Yu X, Mekbib KY, Ocken J, Smith H, Shohfi J, Kahle KT, Lu Q, Jin SC. Computational Genomics in the Era of Precision Medicine: Applications to Variant Analysis and Gene Therapy. J Pers Med 2022; 12:175. [PMID: 35207663 PMCID: PMC8878256 DOI: 10.3390/jpm12020175] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 01/18/2022] [Accepted: 01/24/2022] [Indexed: 02/04/2023] Open
Abstract
Rapid methodological advances in statistical and computational genomics have enabled researchers to better identify and interpret both rare and common variants responsible for complex human diseases. As we continue to see an expansion of these advances in the field, it is now imperative for researchers to understand the resources and methodologies available for various data types and study designs. In this review, we provide an overview of recent methods for identifying rare and common variants and understanding their roles in disease etiology. Additionally, we discuss the strategy, challenge, and promise of gene therapy. As computational and statistical approaches continue to improve, we will have an opportunity to translate human genetic findings into personalized health care.
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Affiliation(s)
- Yung-Chun Wang
- Department of Genetics, School of Medicine, Washington University, St. Louis, MO 63110, USA; (Y.-C.W.); (J.C.); (S.Z.); (M.K.); (K.Y.); (P.-Y.F.); (M.W.); (X.Y.)
| | - Yuchang Wu
- Department of Biostatistics & Medical Informatics, University of Wisconsin-Madison, Madison, WI 53706, USA;
| | - Julie Choi
- Department of Genetics, School of Medicine, Washington University, St. Louis, MO 63110, USA; (Y.-C.W.); (J.C.); (S.Z.); (M.K.); (K.Y.); (P.-Y.F.); (M.W.); (X.Y.)
| | - Garrett Allington
- Department of Pathology, Yale School of Medicine, New Haven, CT 06510, USA;
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA; (H.S.); (K.T.K.)
| | - Shujuan Zhao
- Department of Genetics, School of Medicine, Washington University, St. Louis, MO 63110, USA; (Y.-C.W.); (J.C.); (S.Z.); (M.K.); (K.Y.); (P.-Y.F.); (M.W.); (X.Y.)
| | - Mariam Khanfar
- Department of Genetics, School of Medicine, Washington University, St. Louis, MO 63110, USA; (Y.-C.W.); (J.C.); (S.Z.); (M.K.); (K.Y.); (P.-Y.F.); (M.W.); (X.Y.)
| | - Kuangying Yang
- Department of Genetics, School of Medicine, Washington University, St. Louis, MO 63110, USA; (Y.-C.W.); (J.C.); (S.Z.); (M.K.); (K.Y.); (P.-Y.F.); (M.W.); (X.Y.)
| | - Po-Ying Fu
- Department of Genetics, School of Medicine, Washington University, St. Louis, MO 63110, USA; (Y.-C.W.); (J.C.); (S.Z.); (M.K.); (K.Y.); (P.-Y.F.); (M.W.); (X.Y.)
| | - Max Wrubel
- Department of Genetics, School of Medicine, Washington University, St. Louis, MO 63110, USA; (Y.-C.W.); (J.C.); (S.Z.); (M.K.); (K.Y.); (P.-Y.F.); (M.W.); (X.Y.)
| | - Xiaobing Yu
- Department of Genetics, School of Medicine, Washington University, St. Louis, MO 63110, USA; (Y.-C.W.); (J.C.); (S.Z.); (M.K.); (K.Y.); (P.-Y.F.); (M.W.); (X.Y.)
- Department of Computer Science & Engineering, Washington University, St. Louis, MO 63130, USA
| | - Kedous Y. Mekbib
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT 06510, USA; (K.Y.M.); (J.O.); (J.S.)
| | - Jack Ocken
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT 06510, USA; (K.Y.M.); (J.O.); (J.S.)
| | - Hannah Smith
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA; (H.S.); (K.T.K.)
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT 06510, USA; (K.Y.M.); (J.O.); (J.S.)
| | - John Shohfi
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT 06510, USA; (K.Y.M.); (J.O.); (J.S.)
| | - Kristopher T. Kahle
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA; (H.S.); (K.T.K.)
- Division of Genetics and Genomics, Boston Children’s Hospital, Boston, MA 02115, USA
- Departments of Pediatrics and Neurology, Harvard Medical School, Boston, MA 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Qiongshi Lu
- Department of Biostatistics & Medical Informatics, University of Wisconsin-Madison, Madison, WI 53706, USA;
| | - Sheng Chih Jin
- Department of Genetics, School of Medicine, Washington University, St. Louis, MO 63110, USA; (Y.-C.W.); (J.C.); (S.Z.); (M.K.); (K.Y.); (P.-Y.F.); (M.W.); (X.Y.)
- Department of Pediatrics, School of Medicine, Washington University, St. Louis, MO 63110, USA
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Škorić-Milosavljević D, Tadros R, Bosada FM, Tessadori F, van Weerd JH, Woudstra OI, Tjong FV, Lahrouchi N, Bajolle F, Cordell HJ, Agopian A, Blue GM, Barge-Schaapveld DQ, Gewillig M, Preuss C, Lodder EM, Barnett P, Ilgun A, Beekman L, van Duijvenboden K, Bokenkamp R, Müller-Nurasyid M, Vliegen HW, Konings TC, van Melle JP, van Dijk AP, van Kimmenade RR, Roos-Hesselink JW, Sieswerda GT, Meijboom F, Abdul-Khaliq H, Berger F, Dittrich S, Hitz MP, Moosmann J, Riede FT, Schubert S, Galan P, Lathrop M, Munter HM, Al-Chalabi A, Shaw CE, Shaw PJ, Morrison KE, Veldink JH, van den Berg LH, Evans S, Nobrega MA, Aneas I, Radivojkov-Blagojević M, Meitinger T, Oechslin E, Mondal T, Bergin L, Smythe JF, Altamirano-Diaz L, Lougheed J, Bouma BJ, Chaix MA, Kline J, Bassett AS, Andelfinger G, van der Palen RL, Bouvagnet P, Clur SAB, Breckpot J, Kerstjens-Frederikse WS, Winlaw DS, Bauer UM, Mital S, Goldmuntz E, Keavney B, Bonnet D, Mulder BJ, Tanck MW, Bakkers J, Christoffels VM, Boogerd CJ, Postma AV, Bezzina CR. Common Genetic Variants Contribute to Risk of Transposition of the Great Arteries. Circ Res 2022; 130:166-180. [PMID: 34886679 PMCID: PMC8768504 DOI: 10.1161/circresaha.120.317107] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 12/07/2021] [Accepted: 12/09/2021] [Indexed: 12/21/2022]
Abstract
RATIONALE Dextro-transposition of the great arteries (D-TGA) is a severe congenital heart defect which affects approximately 1 in 4,000 live births. While there are several reports of D-TGA patients with rare variants in individual genes, the majority of D-TGA cases remain genetically elusive. Familial recurrence patterns and the observation that most cases with D-TGA are sporadic suggest a polygenic inheritance for the disorder, yet this remains unexplored. OBJECTIVE We sought to study the role of common single nucleotide polymorphisms (SNPs) in risk for D-TGA. METHODS AND RESULTS We conducted a genome-wide association study in an international set of 1,237 patients with D-TGA and identified a genome-wide significant susceptibility locus on chromosome 3p14.3, which was subsequently replicated in an independent case-control set (rs56219800, meta-analysis P=8.6x10-10, OR=0.69 per C allele). SNP-based heritability analysis showed that 25% of variance in susceptibility to D-TGA may be explained by common variants. A genome-wide polygenic risk score derived from the discovery set was significantly associated to D-TGA in the replication set (P=4x10-5). The genome-wide significant locus (3p14.3) co-localizes with a putative regulatory element that interacts with the promoter of WNT5A, which encodes the Wnt Family Member 5A protein known for its role in cardiac development in mice. We show that this element drives reporter gene activity in the developing heart of mice and zebrafish and is bound by the developmental transcription factor TBX20. We further demonstrate that TBX20 attenuates Wnt5a expression levels in the developing mouse heart. CONCLUSIONS This work provides support for a polygenic architecture in D-TGA and identifies a susceptibility locus on chromosome 3p14.3 near WNT5A. Genomic and functional data support a causal role of WNT5A at the locus.
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Affiliation(s)
- Doris Škorić-Milosavljević
- Department of Clinical and Experimental Cardiology, Amsterdam University Medical Centers, University of Amsterdam, Heart Center, Amsterdam Cardiovascular Sciences, The Netherlands (D.S.-M., R.T., O.I.W., F.V.Y.T., N.L., E.M.L., L.B., B.J.B., B.J.M., C.R.B.)
- Department of Human Genetics, Amsterdam University Medical Centers, The Netherlands (D.S.-M., E.M.L., A.V.P.)
| | - Rafik Tadros
- Department of Clinical and Experimental Cardiology, Amsterdam University Medical Centers, University of Amsterdam, Heart Center, Amsterdam Cardiovascular Sciences, The Netherlands (D.S.-M., R.T., O.I.W., F.V.Y.T., N.L., E.M.L., L.B., B.J.B., B.J.M., C.R.B.)
- Department of Medicine, Cardiovascular Genetics Center, Montreal Heart Institute and Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada (R.T., M.-A.C.)
| | - Fernanda M. Bosada
- Department of Medical Biology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Cardiovascular Sciences, the Netherlands (F.M.B., J.H.v.W., P.B., A.I., K.v.D., V.M.C., A.V.P.)
| | - Federico Tessadori
- Hubrecht Institute-KNAW and University Medical Center Utrecht, the Netherlands (F.T., J.B., C.J.B.)
| | - Jan Hendrik van Weerd
- Department of Medical Biology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Cardiovascular Sciences, the Netherlands (F.M.B., J.H.v.W., P.B., A.I., K.v.D., V.M.C., A.V.P.)
| | - Odilia I. Woudstra
- Department of Clinical and Experimental Cardiology, Amsterdam University Medical Centers, University of Amsterdam, Heart Center, Amsterdam Cardiovascular Sciences, The Netherlands (D.S.-M., R.T., O.I.W., F.V.Y.T., N.L., E.M.L., L.B., B.J.B., B.J.M., C.R.B.)
- Department of Cardiology, University Medical Center Utrecht, The Netherlands (O.I.W., G.T.S., F.M.)
| | - Fleur V.Y. Tjong
- Department of Clinical and Experimental Cardiology, Amsterdam University Medical Centers, University of Amsterdam, Heart Center, Amsterdam Cardiovascular Sciences, The Netherlands (D.S.-M., R.T., O.I.W., F.V.Y.T., N.L., E.M.L., L.B., B.J.B., B.J.M., C.R.B.)
| | - Najim Lahrouchi
- Department of Clinical and Experimental Cardiology, Amsterdam University Medical Centers, University of Amsterdam, Heart Center, Amsterdam Cardiovascular Sciences, The Netherlands (D.S.-M., R.T., O.I.W., F.V.Y.T., N.L., E.M.L., L.B., B.J.B., B.J.M., C.R.B.)
| | - Fanny Bajolle
- German Heart Center Berlin, Department of Congenital Heart Disease, Pediatric Cardiology, DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Germany (F.B., S.S.)
| | - Heather J. Cordell
- Population Health Sciences Institute, Newcastle University, Newcastle, United Kingdom (H.J.C.)
| | - A.J. Agopian
- Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health, Houston, TX (A.J.A.)
| | - Gillian M. Blue
- Heart Centre for Children, The Children’s Hospital at Westmead and Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Australia (G.M.B., D.S.W.)
| | | | | | - Christoph Preuss
- Cardiovascular Genetics, Department of Pediatrics, CHU Sainte-Justine, Université de Montréal, Québec, Canada (C.P., G.A.)
- The Jackson Laboratory, Bar Harbor, ME (C.P.)
| | - Elisabeth M. Lodder
- Department of Clinical and Experimental Cardiology, Amsterdam University Medical Centers, University of Amsterdam, Heart Center, Amsterdam Cardiovascular Sciences, The Netherlands (D.S.-M., R.T., O.I.W., F.V.Y.T., N.L., E.M.L., L.B., B.J.B., B.J.M., C.R.B.)
- Department of Human Genetics, Amsterdam University Medical Centers, The Netherlands (D.S.-M., E.M.L., A.V.P.)
| | - Phil Barnett
- Department of Medical Biology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Cardiovascular Sciences, the Netherlands (F.M.B., J.H.v.W., P.B., A.I., K.v.D., V.M.C., A.V.P.)
| | - Aho Ilgun
- Department of Medical Biology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Cardiovascular Sciences, the Netherlands (F.M.B., J.H.v.W., P.B., A.I., K.v.D., V.M.C., A.V.P.)
| | - Leander Beekman
- Department of Clinical and Experimental Cardiology, Amsterdam University Medical Centers, University of Amsterdam, Heart Center, Amsterdam Cardiovascular Sciences, The Netherlands (D.S.-M., R.T., O.I.W., F.V.Y.T., N.L., E.M.L., L.B., B.J.B., B.J.M., C.R.B.)
| | - Karel van Duijvenboden
- Department of Medical Biology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Cardiovascular Sciences, the Netherlands (F.M.B., J.H.v.W., P.B., A.I., K.v.D., V.M.C., A.V.P.)
| | - Regina Bokenkamp
- Division of Pediatric Cardiology, Department of Pediatrics (R.B., R.L.F.v.d.P.), Leiden University Medical Center, The Netherlands
| | - Martina Müller-Nurasyid
- Institute of Genetic Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany (M.M.-N.)
- IBE, Faculty of Medicine, LMU Munich, Germany (M.M.-N.)
- Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center, Johannes Gutenberg University, Mainz, Germany (M.M.-N.)
| | - Hubert W. Vliegen
- Department of Cardiology (H.W.V.), Leiden University Medical Center, The Netherlands
| | - Thelma C. Konings
- Department of Cardiology, Amsterdam University Medical Centers, VU Amsterdam, The Netherlands (T.C.K.)
| | - Joost P. van Melle
- Department of Cardiology, University Medical Center Groningen, University of Groningen, The Netherlands (J.P.v.M.)
| | - Arie P.J. van Dijk
- Department of Cardiology, Radboud University Medical Center, Nijmegen, The Netherlands (A.P.J.v.D., R.R.J.v.K.)
| | - Roland R.J. van Kimmenade
- Department of Cardiology, Radboud University Medical Center, Nijmegen, The Netherlands (A.P.J.v.D., R.R.J.v.K.)
- Department of Cardiology, Maastricht University Medical Center, The Netherlands (R.R.J.v.K.)
| | - Jolien W. Roos-Hesselink
- Department of Cardiology, Erasmus Medical Center, Erasmus University, Rotterdam, The Netherlands (J.W.R.-H.)
| | - Gertjan T. Sieswerda
- Department of Cardiology, University Medical Center Utrecht, The Netherlands (O.I.W., G.T.S., F.M.)
| | - Folkert Meijboom
- Department of Cardiology, University Medical Center Utrecht, The Netherlands (O.I.W., G.T.S., F.M.)
| | - Hashim Abdul-Khaliq
- Saarland University Medical Center, Department of Pediatric Cardiology, Homburg, Germany (H.A.-K.)
| | - Felix Berger
- Unité Médico-Chirurgicale de Cardiologie Congénitale et Pédiatrique, Centre de référence Malformations Cardiaques Congénitales Complexes - M3C, Hôpital Necker Enfants Malades, APHP and Université Paris Descartes, Sorbonne Paris Cité, Paris, France (F.B., D.B.)
- Charité, Universitätsmedizin Berlin, Department for Paediatric Cardiology, Germany (F.B.)
| | - Sven Dittrich
- Department of Pediatric Cardiology, Friedrich-Alexander-University of Erlangen-Nuernberg (FAU), Germany (S.D., J.M.)
| | - Marc-Phillip Hitz
- Department of Congenital Heart Disease and Pediatric Cardiology, University Hospital Schleswig-Holstein/Campus Kiel, DZHK (German Centre for Cardiovascular Research), partner site Hamburg/Kiel/Lübeck, Germany (M.-P.H.)
- Department of Human Genetics, University Medical Center Schleswig-Holstein, Kiel, Germany (M.-P.H.)
| | - Julia Moosmann
- Department of Pediatric Cardiology, Friedrich-Alexander-University of Erlangen-Nuernberg (FAU), Germany (S.D., J.M.)
| | - Frank-Thomas Riede
- Leipzig Heart Center, Department of Pediatric Cardiology, University of Leipzig, Germany (F.-T.R.)
| | - Stephan Schubert
- German Heart Center Berlin, Department of Congenital Heart Disease, Pediatric Cardiology, DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Germany (F.B., S.S.)
- Heart and Diabetes Center NRW, Center of Congenital Heart Disease, Ruhr-University of Bochum, Bad Oeynhausen, Germany (S.S.)
| | - Pilar Galan
- Sorbonne Paris Nord (Paris 13) University, Inserm U1153, Inrae U1125, Cnam, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics Research Center – University of Paris (CRESS), Bobigny, France (P.G.)
| | - Mark Lathrop
- McGill Genome Centre and Department of Human Genetics, McGill University, Montreal, Québec, Canada (M.L., H.M.M.)
| | - Hans M. Munter
- McGill Genome Centre and Department of Human Genetics, McGill University, Montreal, Québec, Canada (M.L., H.M.M.)
| | - Ammar Al-Chalabi
- Maurice Wohl Clinical Neuroscience Institute, Department of Basic and Clinical Neuroscience, King’s College London, United Kingdom (A.A.-C.)
| | - Christopher E. Shaw
- United Kingdom Dementia Research Institute Centre, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, United Kingdom (C.E.S.)
- Centre for Brain Research, University of Auckland, New Zealand (C.E.S.)
| | - Pamela J. Shaw
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield and NIHR Sheffield Biomedical Research Centre for Translational Neuroscience, United Kingdom (P.J.S.)
| | - Karen E. Morrison
- Faculty of Medicine Health & Life Sciences, Queens University Belfast, United Kingdom (K.E.M.)
| | - Jan H. Veldink
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands (J.H.V., L.H.v.d.B.)
| | - Leonard H. van den Berg
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands (J.H.V., L.H.v.d.B.)
| | - Sylvia Evans
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego (S.E.)
| | | | - Ivy Aneas
- Department of Human Genetics, University of Chicago, IL (M.A.N., I.A.)
| | | | - Thomas Meitinger
- Helmholtz Zentrum Munich, Institut of Human Genetics, Neuherberg, Germany (M.R.-B., T.M.)
- Division of Cardiology, Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada (T.M.)
| | - Erwin Oechslin
- Peter Munk Cardiac Center, Toronto Congenital Cardiac Centre for Adults and University of Toronto, Canada (E.O.)
| | - Tapas Mondal
- DZHK (German Centre for Cardiovascular Research), partner site Munich Heart Alliance, Germany (T.M.)
| | - Lynn Bergin
- Division of Cardiology, Department of Medicine, London Health Sciences Centre, ON, Canada (L.B.)
| | - John F. Smythe
- Division of Cardiology, Department of Pediatrics, Kingston General Hospital, ON, Canada (J.F.S.)
| | | | - Jane Lougheed
- Division of Cardiology, Department of Pediatrics, Children’s Hospital of Eastern Ontario, Ottawa, Canada (J.L.)
| | - Berto J. Bouma
- Department of Clinical and Experimental Cardiology, Amsterdam University Medical Centers, University of Amsterdam, Heart Center, Amsterdam Cardiovascular Sciences, The Netherlands (D.S.-M., R.T., O.I.W., F.V.Y.T., N.L., E.M.L., L.B., B.J.B., B.J.M., C.R.B.)
| | - Marie-A. Chaix
- Department of Medicine, Cardiovascular Genetics Center, Montreal Heart Institute and Faculty of Medicine, Université de Montréal, Montreal, Québec, Canada (R.T., M.-A.C.)
| | - Jennie Kline
- Department of Epidemiology, Mailman School of Public Health, Columbia University, NY (J.K.)
| | - Anne S. Bassett
- Clinical Genetics Research Program, Centre for Addiction and Mental Health (A.S.B.)
- Department of Psychiatry, University of Toronto, Toronto General Hospital, University Health Network, Ontario, Canada (A.S.B.)
| | - Gregor Andelfinger
- Cardiovascular Genetics, Department of Pediatrics, CHU Sainte-Justine, Université de Montréal, Québec, Canada (C.P., G.A.)
| | - Roel L.F. van der Palen
- Division of Pediatric Cardiology, Department of Pediatrics (R.B., R.L.F.v.d.P.), Leiden University Medical Center, The Netherlands
| | - Patrice Bouvagnet
- CPDPN, Hôpital MFME, CHU Martinique, Fort de France, Martinique, France (P.B.)
| | - Sally-Ann B. Clur
- Department of Pediatric Cardiology, Emma Children’s Hospital Amsterdam University Medical Centers (AMC), The Netherlands (S.-A.B.C.)
- Centre for Congenital Heart Disease Amsterdam-Leiden (CAHAL) (S.-A.B.C.)
| | - Jeroen Breckpot
- Hubrecht Institute-KNAW and University Medical Center Utrecht, the Netherlands (F.T., J.B., C.J.B.)
- Center for Human Genetics University Hospitals KU Leuven, Belgium (J.B.)
| | | | - David S. Winlaw
- Heart Centre for Children, The Children’s Hospital at Westmead and Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Australia (G.M.B., D.S.W.)
| | - Ulrike M.M. Bauer
- National Register for Congenital Heart Defects, DZHK (German Centre for Cardiovascular Research), Berlin, Germany (U.M.M.B.)
| | - Seema Mital
- Hospital for Sick Children, University of Toronto, Ontario, Canada (S.M.)
| | - Elizabeth Goldmuntz
- Division of Cardiology, Children’s Hospital of Philadelphia and Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA (E.G.)
| | - Bernard Keavney
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester and Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, United Kingdom (B.K.)
| | - Damien Bonnet
- Unité Médico-Chirurgicale de Cardiologie Congénitale et Pédiatrique, Centre de référence Malformations Cardiaques Congénitales Complexes - M3C, Hôpital Necker Enfants Malades, APHP and Université Paris Descartes, Sorbonne Paris Cité, Paris, France (F.B., D.B.)
| | - Barbara J. Mulder
- Department of Clinical and Experimental Cardiology, Amsterdam University Medical Centers, University of Amsterdam, Heart Center, Amsterdam Cardiovascular Sciences, The Netherlands (D.S.-M., R.T., O.I.W., F.V.Y.T., N.L., E.M.L., L.B., B.J.B., B.J.M., C.R.B.)
| | - Michael W.T. Tanck
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam Public Health (APH), Amsterdam University Medical Centers, University of Amsterdam, The Netherlands (M.W.T.T.)
| | - Jeroen Bakkers
- Division of Heart and Lungs, Department of Medical Physiology, University Medical Center Utrecht, the Netherlands (J.B.)
| | - Vincent M. Christoffels
- Department of Medical Biology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Cardiovascular Sciences, the Netherlands (F.M.B., J.H.v.W., P.B., A.I., K.v.D., V.M.C., A.V.P.)
| | - Cornelis J. Boogerd
- Hubrecht Institute-KNAW and University Medical Center Utrecht, the Netherlands (F.T., J.B., C.J.B.)
| | - Alex V. Postma
- Department of Human Genetics, Amsterdam University Medical Centers, The Netherlands (D.S.-M., E.M.L., A.V.P.)
- Department of Medical Biology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam Cardiovascular Sciences, the Netherlands (F.M.B., J.H.v.W., P.B., A.I., K.v.D., V.M.C., A.V.P.)
| | - Connie R. Bezzina
- Department of Clinical and Experimental Cardiology, Amsterdam University Medical Centers, University of Amsterdam, Heart Center, Amsterdam Cardiovascular Sciences, The Netherlands (D.S.-M., R.T., O.I.W., F.V.Y.T., N.L., E.M.L., L.B., B.J.B., B.J.M., C.R.B.)
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Morton SU, Quiat D, Seidman JG, Seidman CE. Genomic frontiers in congenital heart disease. Nat Rev Cardiol 2022; 19:26-42. [PMID: 34272501 PMCID: PMC9236191 DOI: 10.1038/s41569-021-00587-4] [Citation(s) in RCA: 75] [Impact Index Per Article: 37.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/07/2021] [Indexed: 02/06/2023]
Abstract
The application of next-generation sequencing to study congenital heart disease (CHD) is increasingly providing new insights into the causes and mechanisms of this prevalent birth anomaly. Whole-exome sequencing analysis identifies damaging gene variants altering single or contiguous nucleotides that are assigned pathogenicity based on statistical analyses of families and cohorts with CHD, high expression in the developing heart and depletion of damaging protein-coding variants in the general population. Gene classes fulfilling these criteria are enriched in patients with CHD and extracardiac abnormalities, evidencing shared pathways in organogenesis. Developmental single-cell transcriptomic data demonstrate the expression of CHD-associated genes in particular cell lineages, and emerging insights indicate that genetic variants perturb multicellular interactions that are crucial for cardiogenesis. Whole-genome sequencing analyses extend these observations, identifying non-coding variants that influence the expression of genes associated with CHD and contribute to the estimated ~55% of unexplained cases of CHD. These approaches combined with the assessment of common and mosaic genetic variants have provided a more complete knowledge of the causes and mechanisms of CHD. Such advances provide knowledge to inform the clinical care of patients with CHD or other birth defects and deepen our understanding of the complexity of human development. In this Review, we highlight known and candidate CHD-associated human genes and discuss how the integration of advances in developmental biology research can provide new insights into the genetic contributions to CHD.
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Affiliation(s)
- Sarah U. Morton
- Division of Newborn Medicine, Department of Medicine, Boston Children’s Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA.,Department of Genetics, Harvard Medical School, Boston, MA, USA.,These authors contributed equally: Sarah U. Morton, Daniel Quiat
| | - Daniel Quiat
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA.,Department of Genetics, Harvard Medical School, Boston, MA, USA.,Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA.,These authors contributed equally: Sarah U. Morton, Daniel Quiat
| | | | - Christine E. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA.,Howard Hughes Medical Institute, Harvard University, Boston, MA, USA.,
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Liu Y, Williams SG, Jones HR, Keavney BD, Choy MK. A novel RNA-mediated mechanism causing down-regulation of insulating promoter interactions in human embryonic stem cells. Sci Rep 2021; 11:23233. [PMID: 34853328 PMCID: PMC8636647 DOI: 10.1038/s41598-021-02373-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 11/15/2021] [Indexed: 12/01/2022] Open
Abstract
The genome-wide promoter interactome is primarily maintained and regulated by architectural proteins such as CTCF and cohesin. However, some studies suggest a role for non-coding RNAs (ncRNAs) in this process. We aimed to characterise the regulatory role of RNA-mediated promoter interactions in the control of gene expression. We integrated genome-wide datasets of RNA-chromatin and promoter-genome interactions in human embryonic stem cells (hESCs) to identify putative RNA-mediated promoter interactions. We discovered that CTCF sites were enriched in RNA-PIRs (promoter interacting regions co-localising with RNA-chromatin interaction sites) and genes interacting with RNA-PIRs containing CTCF sites showed higher expression levels. One of the long noncoding RNAs (lncRNAs) expressed in hESCs, Syntaxin 18-Antisense 1 (STX18-AS1), appeared to be involved in an insulating promoter interaction with the neighbouring gene, MSX1. By knocking down STX18-AS1, the MSX1 promoter-PIR interaction was intensified and the target gene (MSX1) expression was down-regulated. Conversely, reduced MSX1 promoter-PIR interactions, resulting from CRISPR-Cas9 deletion of the PIR, increased the expression of MSX1. We conclude that STX18-AS1 RNA antagonised local CTCF-mediated insulating promoter interactions to augment gene expression. Such down-regulation of the insulating promoter interactions by this novel mechanism may explain the higher expression of genes interacting with RNA-PIRs linked to CTCF sites.
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Affiliation(s)
- Yingjuan Liu
- Division of Cardiovascular Sciences, The University of Manchester, Manchester, M13 9PT, UK
| | - Simon G Williams
- Division of Cardiovascular Sciences, The University of Manchester, Manchester, M13 9PT, UK
| | - Hayden R Jones
- Division of Cardiovascular Sciences, The University of Manchester, Manchester, M13 9PT, UK
| | - Bernard D Keavney
- Division of Cardiovascular Sciences, The University of Manchester, Manchester, M13 9PT, UK
- Manchester Heart Institute, Manchester University NHS Foundation Trust, Manchester, M13 9WL, UK
| | - Mun-Kit Choy
- Division of Cardiovascular Sciences, The University of Manchester, Manchester, M13 9PT, UK.
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Application of the Pluripotent Stem Cells and Genomics in Cardiovascular Research-What We Have Learnt and Not Learnt until Now. Cells 2021; 10:cells10113112. [PMID: 34831333 PMCID: PMC8623147 DOI: 10.3390/cells10113112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 11/06/2021] [Accepted: 11/07/2021] [Indexed: 12/16/2022] Open
Abstract
Personalized regenerative medicine and biomedical research have been galvanized and revolutionized by human pluripotent stem cells in combination with recent advances in genomics, artificial intelligence, and genome engineering. More recently, we have witnessed the unprecedented breakthrough life-saving translation of mRNA-based vaccines for COVID-19 to contain the global pandemic and the investment in billions of US dollars in space exploration projects and the blooming space-tourism industry fueled by the latest reusable space vessels. Now, it is time to examine where the translation of pluripotent stem cell research stands currently, which has been touted for more than the last two decades to cure and treat millions of patients with severe debilitating degenerative diseases and tissue injuries. This review attempts to highlight the accomplishments of pluripotent stem cell research together with cutting-edge genomics and genome editing tools and, also, the promises that have still not been transformed into clinical applications, with cardiovascular research as a case example. This review also brings to our attention the scientific and socioeconomic challenges that need to be effectively addressed to see the full potential of pluripotent stem cells at the clinical bedside.
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Khasawneh RR, Kist R, Queen R, Hussain R, Coxhead J, Schneider JE, Mohun TJ, Zaffran S, Peters H, Phillips HM, Bamforth SD. Msx1 haploinsufficiency modifies the Pax9-deficient cardiovascular phenotype. BMC DEVELOPMENTAL BIOLOGY 2021; 21:14. [PMID: 34615475 PMCID: PMC8493722 DOI: 10.1186/s12861-021-00245-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 09/23/2021] [Indexed: 01/16/2023]
Abstract
BACKGROUND Successful embryogenesis relies on the coordinated interaction between genes and tissues. The transcription factors Pax9 and Msx1 genetically interact during mouse craniofacial morphogenesis, and mice deficient for either gene display abnormal tooth and palate development. Pax9 is expressed specifically in the pharyngeal endoderm at mid-embryogenesis, and mice deficient for Pax9 on a C57Bl/6 genetic background also have cardiovascular defects affecting the outflow tract and aortic arch arteries giving double-outlet right ventricle, absent common carotid arteries and interruption of the aortic arch. RESULTS In this study we have investigated both the effect of a different genetic background and Msx1 haploinsufficiency on the presentation of the Pax9-deficient cardiovascular phenotype. Compared to mice on a C57Bl/6 background, congenic CD1-Pax9-/- mice displayed a significantly reduced incidence of outflow tract defects but aortic arch defects were unchanged. Pax9-/- mice with Msx1 haploinsufficiency, however, have a reduced incidence of interrupted aortic arch, but more cases with cervical origins of the right subclavian artery and aortic arch, than seen in Pax9-/- mice. This alteration in arch artery defects was accompanied by a rescue in third pharyngeal arch neural crest cell migration and smooth muscle cell coverage of the third pharyngeal arch arteries. Although this change in phenotype could theoretically be compatible with post-natal survival, using tissue-specific inactivation of Pax9 to maintain correct palate development whilst inducing the cardiovascular defects was unable to prevent postnatal death in the mutant mice. Hyoid bone and thyroid cartilage formation were abnormal in Pax9-/- mice. CONCLUSIONS Msx1 haploinsufficiency mitigates the arch artery defects in Pax9-/- mice, potentially by maintaining the survival of the 3rd arch artery through unimpaired migration of neural crest cells to the third pharyngeal arches. With the neural crest cell derived hyoid bone and thyroid cartilage also being defective in Pax9-/- mice, we speculate that the pharyngeal endoderm is a key signalling centre that impacts on neural crest cell behaviour highlighting the ability of cells in different tissues to act synergistically or antagonistically during embryo development.
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Affiliation(s)
- Ramada R. Khasawneh
- grid.419328.50000 0000 9225 6820Newcastle University Biosciences Institute, Centre for Life, Newcastle, NE1 3BZ UK ,grid.14440.350000 0004 0622 5497Present Address: Department of Basic Medical Sciences, Faculty of Medicine, Yarmouk University, Irbid, Jordan
| | - Ralf Kist
- grid.419328.50000 0000 9225 6820Newcastle University Biosciences Institute, Centre for Life, Newcastle, NE1 3BZ UK ,grid.1006.70000 0001 0462 7212School of Dental Sciences, Newcastle University, Newcastle, NE2 4BW UK
| | - Rachel Queen
- grid.1006.70000 0001 0462 7212Bioinformatics Support Unit, Newcastle University, Newcastle, NE1 3BZ UK
| | - Rafiqul Hussain
- grid.1006.70000 0001 0462 7212Genomics Core Facility, Newcastle University, Newcastle, NE1 3BZ UK
| | - Jonathan Coxhead
- grid.1006.70000 0001 0462 7212Genomics Core Facility, Newcastle University, Newcastle, NE1 3BZ UK
| | - Jürgen E. Schneider
- grid.9909.90000 0004 1936 8403Biomedical Imaging, University of Leeds, Leeds, LS2 9JT UK
| | - Timothy J. Mohun
- grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, NW1 1AT UK
| | - Stéphane Zaffran
- grid.5399.60000 0001 2176 4817INSERM, Marseille Medical Genetics, U1251, Aix Marseille University, Marseille, France
| | - Heiko Peters
- grid.419328.50000 0000 9225 6820Newcastle University Biosciences Institute, Centre for Life, Newcastle, NE1 3BZ UK
| | - Helen M. Phillips
- grid.419328.50000 0000 9225 6820Newcastle University Biosciences Institute, Centre for Life, Newcastle, NE1 3BZ UK
| | - Simon D. Bamforth
- grid.419328.50000 0000 9225 6820Newcastle University Biosciences Institute, Centre for Life, Newcastle, NE1 3BZ UK
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Diab NS, Barish S, Dong W, Zhao S, Allington G, Yu X, Kahle KT, Brueckner M, Jin SC. Molecular Genetics and Complex Inheritance of Congenital Heart Disease. Genes (Basel) 2021; 12:1020. [PMID: 34209044 PMCID: PMC8307500 DOI: 10.3390/genes12071020] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 06/23/2021] [Accepted: 06/25/2021] [Indexed: 01/09/2023] Open
Abstract
Congenital heart disease (CHD) is the most common congenital malformation and the leading cause of mortality therein. Genetic etiologies contribute to an estimated 90% of CHD cases, but so far, a molecular diagnosis remains unsolved in up to 55% of patients. Copy number variations and aneuploidy account for ~23% of cases overall, and high-throughput genomic technologies have revealed additional types of genetic variation in CHD. The first CHD risk genotypes identified through high-throughput sequencing were de novo mutations, many of which occur in chromatin modifying genes. Murine models of cardiogenesis further support the damaging nature of chromatin modifying CHD mutations. Transmitted mutations have also been identified through sequencing of population scale CHD cohorts, and many transmitted mutations are enriched in cilia genes and Notch or VEGF pathway genes. While we have come a long way in identifying the causes of CHD, more work is required to end the diagnostic odyssey for all CHD families. Complex genetic explanations of CHD are emerging but will require increasingly sophisticated analysis strategies applied to very large CHD cohorts before they can come to fruition in providing molecular diagnoses to genetically unsolved patients. In this review, we discuss the genetic architecture of CHD and biological pathways involved in its pathogenesis.
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Affiliation(s)
- Nicholas S. Diab
- Department of Genetics, Yale School of Medicine, New Haven, CT 06510, USA; (N.S.D.); (S.B.); (W.D.)
| | - Syndi Barish
- Department of Genetics, Yale School of Medicine, New Haven, CT 06510, USA; (N.S.D.); (S.B.); (W.D.)
| | - Weilai Dong
- Department of Genetics, Yale School of Medicine, New Haven, CT 06510, USA; (N.S.D.); (S.B.); (W.D.)
- Laboratory of Human Genetics and Genomics, The Rockefeller University, New York, NY 10065, USA
| | - Shujuan Zhao
- Department of Genetics, School of Medicine, Washington University, St. Louis, MO 63110, USA; (S.Z.); (X.Y.)
| | - Garrett Allington
- Department of Pathology, Yale School of Medicine, New Haven, CT 06510, USA;
| | - Xiaobing Yu
- Department of Genetics, School of Medicine, Washington University, St. Louis, MO 63110, USA; (S.Z.); (X.Y.)
- Department of Computer Science & Engineering, Washington University, St. Louis, MO 63130, USA
| | - Kristopher T. Kahle
- Department of Neurosurgery, Yale School of Medicine, New Haven, CT 06510, USA;
- Department of Pediatrics, Yale School of Medicine, New Haven, CT 06510, USA
- Department of Cellular & Molecular Physiology, Yale School of Medicine, New Haven, CT 06510, USA
| | - Martina Brueckner
- Department of Genetics, Yale School of Medicine, New Haven, CT 06510, USA; (N.S.D.); (S.B.); (W.D.)
- Department of Pediatrics, Yale School of Medicine, New Haven, CT 06510, USA
| | - Sheng Chih Jin
- Department of Genetics, School of Medicine, Washington University, St. Louis, MO 63110, USA; (S.Z.); (X.Y.)
- Department of Pediatrics, School of Medicine, Washington University, St. Louis, MO 63110, USA
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Fan D, Pang S, Chen J, Shan J, Cheng Q, Yan B. Identification and functional study of GATA4 gene regulatory variants in atrial septal defects. BMC Cardiovasc Disord 2021; 21:321. [PMID: 34193080 PMCID: PMC8243876 DOI: 10.1186/s12872-021-02136-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 06/24/2021] [Indexed: 11/29/2022] Open
Abstract
Background Congenital heart disease (CHD) is the leading cause of mortality from birth defects. In adult CHD patients with successful surgical repair, cardiac complications including heart failure develop at late stage, likely due to genetic causes. To date, many mutations in cardiac developmental genes have been associated with CHD. Recently, regulatory variants in genes have been linked to many human diseases. Although mutations and splicing variants in GATA4 gene have been reported in CHD patients, few regulatory variants of GATA4 gene are identified in CHD patients. Methods GATA4 gene regulatory region was investigated in the patients with atrial septal defects (ASD) (n = 332) and ethnic-matched controls (n = 336). Results Five heterozygous regulatory variants including four SNPs [g.31360 T>C (rs372004083), g.31436G>A, g.31437C>A (rs769262495), g.31487C>G (rs1053351749) and g.31856C>T (rs1385460518)] were only identified in ASD patients. Functional analysis indicated that the regulatory variants significantly affected the transcriptional activity of GATA4 gene promoter. Furthermore, two of the five regulatory variants have evidently effected on transcription factor binding sites. Conclusions Our data suggested that GATA4 gene regulatory variants may confer ASD susceptibility by decreasing GATA4 levels. Supplementary Information The online version contains supplementary material available at 10.1186/s12872-021-02136-w.
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Affiliation(s)
- Dongchen Fan
- Division of Medical Ultrasonics, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272100, Shandong, China
| | - Shuchao Pang
- Center for Molecular Genetics of Cardiovascular Diseases, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272100, Shandong, China.,Shandong Provincial Key Laboratory of Cardiac Disease Diagnosis and Treatment, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272100, Shandong, China.,Shandong Provincial Sino-US Cooperation Research Center for Translational Medicine, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272100, Shandong, China
| | - Jing Chen
- Department of Medicine, Shandong University School of Medicine, Jinan, 250012, Shandong, China
| | - Jiping Shan
- Division of Cardiac Surgery, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272100, Shandong, China
| | - Qianjin Cheng
- Division of Cardiac Surgery, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272100, Shandong, China. .,Shandong Provincial Key Laboratory of Cardiac Disease Diagnosis and Treatment, Affiliated Hospital of Jining Medical University, 89 Guhuai Road, Jining, 272029, Shandong, China.
| | - Bo Yan
- Center for Molecular Genetics of Cardiovascular Diseases, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272100, Shandong, China. .,Shandong Provincial Key Laboratory of Cardiac Disease Diagnosis and Treatment, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272100, Shandong, China. .,Shandong Provincial Sino-US Cooperation Research Center for Translational Medicine, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272100, Shandong, China. .,Center for Molecular Medicine, Yanzhou People's Hospital, Jining, 272100, Shandong, China. .,Shandong Provincial Key Laboratory of Cardiac Disease Diagnosis and Treatment, Affiliated Hospital of Jining Medical University, 89 Guhuai Road, Jining, 272029, Shandong, China.
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From Stem Cells to Populations-Using hiPSC, Next-Generation Sequencing, and GWAS to Explore the Genetic and Molecular Mechanisms of Congenital Heart Defects. Genes (Basel) 2021; 12:genes12060921. [PMID: 34208537 PMCID: PMC8235101 DOI: 10.3390/genes12060921] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 06/01/2021] [Accepted: 06/12/2021] [Indexed: 01/16/2023] Open
Abstract
Congenital heart defects (CHD) are developmental malformations affecting the heart and the great vessels. Early heart development requires temporally regulated crosstalk between multiple cell types, signaling pathways, and mechanical forces of early blood flow. While both genetic and environmental factors have been recognized to be involved, identifying causal genes in non-syndromic CHD has been difficult. While variants following Mendelian inheritance have been identified by linkage analysis in a few families with multiple affected members, the inheritance pattern in most familial cases is complex, with reduced penetrance and variable expressivity. Furthermore, most non-syndromic CHD are sporadic. Improved sequencing technologies and large biobank collections have enabled genome-wide association studies (GWAS) in non-syndromic CHD. The ability to generate human to create human induced pluripotent stem cells (hiPSC) and further differentiate them to organotypic cells enables further exploration of genotype–phenotype correlations in patient-derived cells. Here we review how these technologies can be used in unraveling the genetics and molecular mechanisms of heart development.
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34
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Li M, Lyu C, Huang M, Do C, Tycko B, Lupo PJ, MacLeod SL, Randolph CE, Liu N, Witte JS, Hobbs CA. Mapping methylation quantitative trait loci in cardiac tissues nominates risk loci and biological pathways in congenital heart disease. BMC Genom Data 2021; 22:20. [PMID: 34112112 PMCID: PMC8194170 DOI: 10.1186/s12863-021-00975-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 06/02/2021] [Indexed: 12/27/2022] Open
Abstract
Background Most congenital heart defects (CHDs) result from complex interactions among genetic susceptibilities, epigenetic modifications, and maternal environmental exposures. Characterizing the complex relationship between genetic, epigenetic, and transcriptomic variation will enhance our understanding of pathogenesis in this important type of congenital disorder. We investigated cis-acting effects of genetic single nucleotide polymorphisms (SNPs) on local DNA methylation patterns within 83 cardiac tissue samples and prioritized their contributions to CHD risk by leveraging results of CHD genome-wide association studies (GWAS) and their effects on cardiac gene expression. Results We identified 13,901 potential methylation quantitative trait loci (mQTLs) with a false discovery threshold of 5%. Further co-localization analyses and Mendelian randomization indicated that genetic variants near the HLA-DRB6 gene on chromosome 6 may contribute to CHD risk by regulating the methylation status of nearby CpG sites. Additional SNPs in genomic regions on chromosome 10 (TNKS2-AS1 gene) and chromosome 14 (LINC01629 gene) may simultaneously influence epigenetic and transcriptomic variations within cardiac tissues. Conclusions Our results support the hypothesis that genetic variants may influence the risk of CHDs through regulating the changes of DNA methylation and gene expression. Our results can serve as an important source of information that can be integrated with other genetic studies of heart diseases, especially CHDs. Supplementary Information The online version contains supplementary material available at 10.1186/s12863-021-00975-2.
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Affiliation(s)
- Ming Li
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University Bloomington, 1025 E. Seventh Street, Bloomington, 47405, IN, USA.
| | - Chen Lyu
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University Bloomington, 1025 E. Seventh Street, Bloomington, 47405, IN, USA
| | - Manyan Huang
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University Bloomington, 1025 E. Seventh Street, Bloomington, 47405, IN, USA
| | - Catherine Do
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
| | - Benjamin Tycko
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
| | | | | | | | - Nianjun Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University Bloomington, 1025 E. Seventh Street, Bloomington, 47405, IN, USA
| | - John S Witte
- University of California at San Francisco, San Francisco, CA, 94158, USA
| | - Charlotte A Hobbs
- Rady Children's Institute for Genomic Medicine, San Diego, CA, 92123, USA
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35
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Kathiriya IS, Rao KS, Iacono G, Devine WP, Blair AP, Hota SK, Lai MH, Garay BI, Thomas R, Gong HZ, Wasson LK, Goyal P, Sukonnik T, Hu KM, Akgun GA, Bernard LD, Akerberg BN, Gu F, Li K, Speir ML, Haeussler M, Pu WT, Stuart JM, Seidman CE, Seidman JG, Heyn H, Bruneau BG. Modeling Human TBX5 Haploinsufficiency Predicts Regulatory Networks for Congenital Heart Disease. Dev Cell 2021; 56:292-309.e9. [PMID: 33321106 PMCID: PMC7878434 DOI: 10.1016/j.devcel.2020.11.020] [Citation(s) in RCA: 52] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 09/23/2020] [Accepted: 11/18/2020] [Indexed: 01/10/2023]
Abstract
Haploinsufficiency of transcriptional regulators causes human congenital heart disease (CHD); however, the underlying CHD gene regulatory network (GRN) imbalances are unknown. Here, we define transcriptional consequences of reduced dosage of the CHD transcription factor, TBX5, in individual cells during cardiomyocyte differentiation from human induced pluripotent stem cells (iPSCs). We discovered highly sensitive dysregulation of TBX5-dependent pathways-including lineage decisions and genes associated with heart development, cardiomyocyte function, and CHD genetics-in discrete subpopulations of cardiomyocytes. Spatial transcriptomic mapping revealed chamber-restricted expression for many TBX5-sensitive transcripts. GRN analysis indicated that cardiac network stability, including vulnerable CHD-linked nodes, is sensitive to TBX5 dosage. A GRN-predicted genetic interaction between Tbx5 and Mef2c, manifesting as ventricular septation defects, was validated in mice. These results demonstrate exquisite and diverse sensitivity to TBX5 dosage in heterogeneous subsets of iPSC-derived cardiomyocytes and predicts candidate GRNs for human CHDs, with implications for quantitative transcriptional regulation in disease.
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Affiliation(s)
- Irfan S Kathiriya
- Department of Anesthesia and Perioperative Care, University of California, San Francisco, CA 94158, USA; Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA.
| | - Kavitha S Rao
- Department of Anesthesia and Perioperative Care, University of California, San Francisco, CA 94158, USA; Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Giovanni Iacono
- CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain
| | - W Patrick Devine
- Gladstone Institutes, San Francisco, CA 94158, USA; Department of Pathology, University of California, San Francisco, CA 94158, USA
| | - Andrew P Blair
- Gladstone Institutes, San Francisco, CA 94158, USA; Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, USA
| | - Swetansu K Hota
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA; Cardiovascular Research Institute, University of California, San Francisco, CA 94158, USA
| | - Michael H Lai
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Bayardo I Garay
- Department of Anesthesia and Perioperative Care, University of California, San Francisco, CA 94158, USA; Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | | | - Henry Z Gong
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, USA
| | - Lauren K Wasson
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA; Howard Hughes Medical Institute, Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Piyush Goyal
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Tatyana Sukonnik
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Kevin M Hu
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Gunes A Akgun
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Laure D Bernard
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Brynn N Akerberg
- Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Fei Gu
- Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Kai Li
- Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Matthew L Speir
- Genomics Institute, University of California, Santa Cruz, CA 95064, USA
| | | | - William T Pu
- Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA 02115, USA
| | - Joshua M Stuart
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, USA
| | - Christine E Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA; Howard Hughes Medical Institute, Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - J G Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Holger Heyn
- CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain; Universitat Pompeu Fabra, 08028 Barcelona, Spain
| | - Benoit G Bruneau
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA; Cardiovascular Research Institute, University of California, San Francisco, CA 94158, USA; Department of Pediatrics, University of California, San Francisco, CA 94158, USA.
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Lahm H, Jia M, Dreßen M, Wirth F, Puluca N, Gilsbach R, Keavney BD, Cleuziou J, Beck N, Bondareva O, Dzilic E, Burri M, König KC, Ziegelmüller JA, Abou-Ajram C, Neb I, Zhang Z, Doppler SA, Mastantuono E, Lichtner P, Eckstein G, Hörer J, Ewert P, Priest JR, Hein L, Lange R, Meitinger T, Cordell HJ, Müller-Myhsok B, Krane M. Congenital heart disease risk loci identified by genome-wide association study in European patients. J Clin Invest 2021; 131:141837. [PMID: 33201861 PMCID: PMC7810487 DOI: 10.1172/jci141837] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 11/12/2020] [Indexed: 12/22/2022] Open
Abstract
Genetic factors undoubtedly affect the development of congenital heart disease (CHD) but still remain ill defined. We sought to identify genetic risk factors associated with CHD and to accomplish a functional analysis of SNP-carrying genes. We performed a genome-wide association study (GWAS) of 4034 White patients with CHD and 8486 healthy controls. One SNP on chromosome 5q22.2 reached genome-wide significance across all CHD phenotypes and was also indicative for septal defects. One region on chromosome 20p12.1 pointing to the MACROD2 locus identified 4 highly significant SNPs in patients with transposition of the great arteries (TGA). Three highly significant risk variants on chromosome 17q21.32 within the GOSR2 locus were detected in patients with anomalies of thoracic arteries and veins (ATAV). Genetic variants associated with ATAV are suggested to influence the expression of WNT3, and the variant rs870142 related to septal defects is proposed to influence the expression of MSX1. We analyzed the expression of all 4 genes during cardiac differentiation of human and murine induced pluripotent stem cells in vitro and by single-cell RNA-Seq analyses of developing murine and human hearts. Our data show that MACROD2, GOSR2, WNT3, and MSX1 play an essential functional role in heart development at the embryonic and newborn stages.
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Affiliation(s)
- Harald Lahm
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
| | - Meiwen Jia
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry Munich, Munich, Germany
| | - Martina Dreßen
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
| | - Felix Wirth
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
| | - Nazan Puluca
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
| | - Ralf Gilsbach
- Institute for Cardiovascular Physiology, Goethe University, Frankfurt am Main, Germany
- DZHK (German Centre for Cardiovascular Research), Partner site RheinMain, Frankfurt am Main, Germany
| | - Bernard D. Keavney
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Manchester Heart Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, United Kingdom
| | - Julie Cleuziou
- Department of Congenital and Paediatric Heart Surgery, German Heart Center Munich, Munich, Germany
| | - Nicole Beck
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
| | - Olga Bondareva
- Institute of Experimental and Clinical Pharmacology and Toxicology, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Elda Dzilic
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
| | - Melchior Burri
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
| | - Karl C. König
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
| | - Johannes A. Ziegelmüller
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
| | - Claudia Abou-Ajram
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
| | - Irina Neb
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
| | - Zhong Zhang
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
| | - Stefanie A. Doppler
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
| | - Elisa Mastantuono
- Institute of Human Genetics, German Research Center for Environmental Health, Helmholtz Center Munich, Neuherberg, Germany
- Institute of Human Genetics, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Peter Lichtner
- Institute of Human Genetics, German Research Center for Environmental Health, Helmholtz Center Munich, Neuherberg, Germany
| | - Gertrud Eckstein
- Institute of Human Genetics, German Research Center for Environmental Health, Helmholtz Center Munich, Neuherberg, Germany
| | - Jürgen Hörer
- Department of Congenital and Paediatric Heart Surgery, German Heart Center Munich, Munich, Germany
| | - Peter Ewert
- Department of Pediatric Cardiology and Congenital Heart Disease, German Heart Center Munich, Munich, Germany
| | - James R. Priest
- Department of Pediatrics, Division of Pediatric Cardiology, Stanford University School of Medicine, Palo Alto, California, USA
| | - Lutz Hein
- Institute of Experimental and Clinical Pharmacology and Toxicology, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- BIOSS, Center for Biological Signaling Studies, University of Freiburg, Freiburg, Germany
| | - Rüdiger Lange
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
- DZHK (German Center for Cardiovascular Research) — Partner Site Munich Heart Alliance, Munich, Germany
| | - Thomas Meitinger
- Institute of Human Genetics, German Research Center for Environmental Health, Helmholtz Center Munich, Neuherberg, Germany
- Institute of Human Genetics, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- DZHK (German Center for Cardiovascular Research) — Partner Site Munich Heart Alliance, Munich, Germany
| | - Heather J. Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Central Parkway, Newcastle upon Tyne, United Kingdom
| | - Bertram Müller-Myhsok
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry Munich, Munich, Germany
- Munich Cluster of Systems Biology, SyNergy, Munich, Germany
- Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Markus Krane
- Department of Cardiovascular Surgery, Division of Experimental Surgery, Institute Insure (Institute for Translational Cardiac Surgery), German Heart Center Munich, Munich, Germany
- DZHK (German Center for Cardiovascular Research) — Partner Site Munich Heart Alliance, Munich, Germany
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Tcheandjieu C, Zanetti D, Yu M, Priest JR. Inherited Extremes of Aortic Diameter Confer Risk for a Specific Class of Congenital Heart Disease. CIRCULATION-GENOMIC AND PRECISION MEDICINE 2020; 13:e003170. [PMID: 33191768 DOI: 10.1161/circgen.120.003170] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Catherine Tcheandjieu
- Division of Pediatric Cardiology, Department of Pediatrics (C.T., M.Y., J.R.P.), Stanford University School of Medicine, CA.,Division of Cardiovascular Medicine, Department of Medicine (C.T., D.Z.), Stanford University School of Medicine, CA.,Stanford Cardiovascular Institute, Stanford University, CA (C.T., D.Z., M.Y., J.R.P.)
| | - Daniela Zanetti
- Division of Cardiovascular Medicine, Department of Medicine (C.T., D.Z.), Stanford University School of Medicine, CA.,Stanford Cardiovascular Institute, Stanford University, CA (C.T., D.Z., M.Y., J.R.P.)
| | - Mengyao Yu
- Division of Pediatric Cardiology, Department of Pediatrics (C.T., M.Y., J.R.P.), Stanford University School of Medicine, CA.,Stanford Cardiovascular Institute, Stanford University, CA (C.T., D.Z., M.Y., J.R.P.)
| | - James R Priest
- Division of Pediatric Cardiology, Department of Pediatrics (C.T., M.Y., J.R.P.), Stanford University School of Medicine, CA.,Stanford Cardiovascular Institute, Stanford University, CA (C.T., D.Z., M.Y., J.R.P.).,Chan-Zuckerberg Biohub, San Francisco, CA (J.R.P.)
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38
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Trevino CE, Holleman AM, Corbitt H, Maslen CL, Rosser TC, Cutler DJ, Johnston HR, Rambo-Martin BL, Oberoi J, Dooley KJ, Capone GT, Reeves RH, Cordell HJ, Keavney BD, Agopian AJ, Goldmuntz E, Gruber PJ, O'Brien JE, Bittel DC, Wadhwa L, Cua CL, Moskowitz IP, Mulle JG, Epstein MP, Sherman SL, Zwick ME. Identifying genetic factors that contribute to the increased risk of congenital heart defects in infants with Down syndrome. Sci Rep 2020; 10:18051. [PMID: 33093519 PMCID: PMC7582922 DOI: 10.1038/s41598-020-74650-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 10/05/2020] [Indexed: 01/16/2023] Open
Abstract
Atrioventricular septal defects (AVSD) are a severe congenital heart defect present in individuals with Down syndrome (DS) at a > 2000-fold increased prevalence compared to the general population. This study aimed to identify risk-associated genes and pathways and to examine a potential polygenic contribution to AVSD in DS. We analyzed a total cohort of 702 individuals with DS with or without AVSD, with genomic data from whole exome sequencing, whole genome sequencing, and/or array-based imputation. We utilized sequence kernel association testing and polygenic risk score (PRS) methods to examine rare and common variants. Our findings suggest that the Notch pathway, particularly NOTCH4, as well as genes involved in the ciliome including CEP290 may play a role in AVSD in DS. These pathways have also been implicated in DS-associated AVSD in prior studies. A polygenic component for AVSD in DS has not been examined previously. Using weights based on the largest genome-wide association study of congenital heart defects available (2594 cases and 5159 controls; all general population samples), we found PRS to be associated with AVSD with odds ratios ranging from 1.2 to 1.3 per standard deviation increase in PRS and corresponding liability r2 values of approximately 1%, suggesting at least a small polygenic contribution to DS-associated AVSD. Future studies with larger sample sizes will improve identification and quantification of genetic contributions to AVSD in DS.
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Affiliation(s)
- Cristina E Trevino
- Department of Human Genetics, Emory University School of Medicine, 300 Whitehead Biomedical Research Building, 615 Michael St., Atlanta, GA, 30322, USA
| | - Aaron M Holleman
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Holly Corbitt
- Division of Cardiovascular Medicine and the Heart Research Center, Oregon Health and Science University, Portland, OR, USA
| | - Cheryl L Maslen
- Division of Cardiovascular Medicine and the Heart Research Center, Oregon Health and Science University, Portland, OR, USA
| | - Tracie C Rosser
- Department of Human Genetics, Emory University School of Medicine, 300 Whitehead Biomedical Research Building, 615 Michael St., Atlanta, GA, 30322, USA
| | - David J Cutler
- Department of Human Genetics, Emory University School of Medicine, 300 Whitehead Biomedical Research Building, 615 Michael St., Atlanta, GA, 30322, USA
| | - H Richard Johnston
- Department of Human Genetics, Emory University School of Medicine, 300 Whitehead Biomedical Research Building, 615 Michael St., Atlanta, GA, 30322, USA
| | - Benjamin L Rambo-Martin
- Department of Human Genetics, Emory University School of Medicine, 300 Whitehead Biomedical Research Building, 615 Michael St., Atlanta, GA, 30322, USA
| | - Jai Oberoi
- Department of Human Genetics, Emory University School of Medicine, 300 Whitehead Biomedical Research Building, 615 Michael St., Atlanta, GA, 30322, USA
| | - Kenneth J Dooley
- Sibley Heart Center Cardiology, Department of Pediatrics, Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA
| | | | - Roger H Reeves
- Department of Physiology and the Institute for Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Heather J Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Bernard D Keavney
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - A J Agopian
- Human Genetics Center; Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health, Houston, TX, USA
| | - Elizabeth Goldmuntz
- Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Peter J Gruber
- Department of Surgery, Yale School of Medicine, New Haven, CT, USA
| | - James E O'Brien
- The Ward Family Heart Center, Section of Cardiac Surgery, Children's Mercy Hospital, Kansas City, MO, USA
| | - Douglas C Bittel
- College of Biosciences, Kansas City University of Medicine and Biosciences, Kansas City, MO, USA
| | | | - Clifford L Cua
- Heart Center, Nationwide Children's Hospital, Columbus, OH, USA
| | - Ivan P Moskowitz
- Departments of Pediatrics, Pathology, and Human Genetics, The University of Chicago, Chicago, IL, USA
| | - Jennifer G Mulle
- Department of Human Genetics, Emory University School of Medicine, 300 Whitehead Biomedical Research Building, 615 Michael St., Atlanta, GA, 30322, USA
| | - Michael P Epstein
- Department of Human Genetics, Emory University School of Medicine, 300 Whitehead Biomedical Research Building, 615 Michael St., Atlanta, GA, 30322, USA
| | - Stephanie L Sherman
- Department of Human Genetics, Emory University School of Medicine, 300 Whitehead Biomedical Research Building, 615 Michael St., Atlanta, GA, 30322, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Michael E Zwick
- Department of Human Genetics, Emory University School of Medicine, 300 Whitehead Biomedical Research Building, 615 Michael St., Atlanta, GA, 30322, USA.
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA.
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39
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Nees SN, Chung WK. Genetic Basis of Human Congenital Heart Disease. Cold Spring Harb Perspect Biol 2020; 12:cshperspect.a036749. [PMID: 31818857 DOI: 10.1101/cshperspect.a036749] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Congenital heart disease (CHD) is the most common major congenital anomaly with an incidence of ∼1% of live births and is a significant cause of birth defect-related mortality. The genetic mechanisms underlying the development of CHD are complex and remain incompletely understood. Known genetic causes include all classes of genetic variation including chromosomal aneuploidies, copy number variants, and rare and common single-nucleotide variants, which can be either de novo or inherited. Among patients with CHD, ∼8%-12% have a chromosomal abnormality or aneuploidy, between 3% and 25% have a copy number variation, and 3%-5% have a single-gene defect in an established CHD gene with higher likelihood of identifying a genetic cause in patients with nonisolated CHD. These genetic variants disrupt or alter genes that play an important role in normal cardiac development and in some cases have pleiotropic effects on other organs. This work reviews some of the most common genetic causes of CHD as well as what is currently known about the underlying mechanisms.
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Affiliation(s)
| | - Wendy K Chung
- Department of Pediatrics.,Department of Medicine, Columbia University Irving Medical Center, New York, New York 10032, USA
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40
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Villar D, Frost S, Deloukas P, Tinker A. The contribution of non-coding regulatory elements to cardiovascular disease. Open Biol 2020; 10:200088. [PMID: 32603637 PMCID: PMC7574544 DOI: 10.1098/rsob.200088] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 06/08/2020] [Indexed: 12/17/2022] Open
Abstract
Cardiovascular disease collectively accounts for a quarter of deaths worldwide. Genome-wide association studies across a range of cardiovascular traits and pathologies have highlighted the prevalence of common non-coding genetic variants within candidate loci. Here, we review genetic, epigenomic and molecular approaches to investigate the contribution of non-coding regulatory elements in cardiovascular biology. We then discuss recent insights on the emerging role of non-coding variation in predisposition to cardiovascular disease, with a focus on novel mechanistic examples from functional genomics studies. Lastly, we consider the clinical significance of these findings at present, and some of the current challenges facing the field.
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Affiliation(s)
- Diego Villar
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, 4 Newark Street, London E1 2AT, UK
| | - Stephanie Frost
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, 4 Newark Street, London E1 2AT, UK
| | - Panos Deloukas
- William Harvey Research Institute, Heart Centre, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
| | - Andrew Tinker
- William Harvey Research Institute, Heart Centre, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
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41
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Ahn YH, Lee C, Kim NKD, Park E, Kang HG, Ha IS, Park WY, Cheong HI. Targeted Exome Sequencing Provided Comprehensive Genetic Diagnosis of Congenital Anomalies of the Kidney and Urinary Tract. J Clin Med 2020; 9:jcm9030751. [PMID: 32164334 PMCID: PMC7141392 DOI: 10.3390/jcm9030751] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 02/28/2020] [Accepted: 03/08/2020] [Indexed: 12/13/2022] Open
Abstract
Congenital anomalies of the kidney and urinary tract (CAKUT) are the most common cause of chronic kidney disease in children. The search for genetic causes of CAKUT has led to genetic diagnosis in approximately 5-20 % of CAKUT patients from Western countries. In this study, genetic causes of CAKUT in Korean children were sought using targeted exome sequencing (TES) of 60 genes reported to cause CAKUT in human or murine models. We identified genetic causes in 13.8% of the 94 recruited patients. Pathogenic single nucleotide variants of five known disease-causing genes, HNF1B, PAX2, EYA1, UPK3A, and FRAS1 were found in 7 cases. Pathogenic copy number variations of 6 patients were found in HNF1B, EYA1, and CHD1L. Genetic abnormality types did not significantly differ according to CAKUT phenotypes. Patients with pathogenic variants of targeted genes had syndromic features more frequently than those without (p < 0.001). This is the first genetic analysis study of Korean patients with CAKUT. Only one-seventh of patients were found to have pathogenic mutations in known CAKUT-related genes, indicating that there are more CAKUT-causing genes or environmental factors to discover.
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Affiliation(s)
- Yo Han Ahn
- Department of Pediatrics, Seoul National University College of Medicine, Seoul 03080, Korea; (Y.H.A.); (E.P.); (I.-S.H.); (H.I.C.)
- Department of Pediatrics, Seoul National University Children’s Hospital, Seoul 03080, Korea
| | - Chung Lee
- Samsung Genome Institute, Samsung Medical Center, Seoul 06351, Korea; (C.L.); (N.K.D.K.); (W.-Y.P.)
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul 06351, Korea
| | - Nayoung K. D. Kim
- Samsung Genome Institute, Samsung Medical Center, Seoul 06351, Korea; (C.L.); (N.K.D.K.); (W.-Y.P.)
| | - Eujin Park
- Department of Pediatrics, Seoul National University College of Medicine, Seoul 03080, Korea; (Y.H.A.); (E.P.); (I.-S.H.); (H.I.C.)
- Department of Pediatrics, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul 07441, Korea
| | - Hee Gyung Kang
- Department of Pediatrics, Seoul National University College of Medicine, Seoul 03080, Korea; (Y.H.A.); (E.P.); (I.-S.H.); (H.I.C.)
- Department of Pediatrics, Seoul National University Children’s Hospital, Seoul 03080, Korea
- Kidney Research Institute, Medical Research Center, Seoul National University College of Medicine, Seoul 03080, Korea
- Correspondence:
| | - Il-Soo Ha
- Department of Pediatrics, Seoul National University College of Medicine, Seoul 03080, Korea; (Y.H.A.); (E.P.); (I.-S.H.); (H.I.C.)
- Department of Pediatrics, Seoul National University Children’s Hospital, Seoul 03080, Korea
- Kidney Research Institute, Medical Research Center, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Woong-Yang Park
- Samsung Genome Institute, Samsung Medical Center, Seoul 06351, Korea; (C.L.); (N.K.D.K.); (W.-Y.P.)
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul 06351, Korea
- Department of Molecular Cell Biology, Sungkyunkwan University School of Medicine, Suwon 16419, Korea
| | - Hae Il Cheong
- Department of Pediatrics, Seoul National University College of Medicine, Seoul 03080, Korea; (Y.H.A.); (E.P.); (I.-S.H.); (H.I.C.)
- Department of Pediatrics, Seoul National University Children’s Hospital, Seoul 03080, Korea
- Kidney Research Institute, Medical Research Center, Seoul National University College of Medicine, Seoul 03080, Korea
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42
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Agopian AJ, Hoang TT, Goldmuntz E, Hakonarson H, Musfee FI, Mitchell LE. X-chromosome association studies of congenital heart defects. Am J Med Genet A 2020; 182:250-254. [PMID: 31729158 PMCID: PMC7539172 DOI: 10.1002/ajmg.a.61411] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 10/25/2019] [Accepted: 10/29/2019] [Indexed: 11/08/2022]
Affiliation(s)
- A. J. Agopian
- Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health, Houston, Texas
| | - Thanh T. Hoang
- Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health, Houston, Texas
| | - Elizabeth Goldmuntz
- Division of Cardiology, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Hakon Hakonarson
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
- Center for Applied Genomics, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Fadi I. Musfee
- Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health, Houston, Texas
| | - Laura E. Mitchell
- Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health, Houston, Texas
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43
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Nees SN, Chung WK. The genetics of isolated congenital heart disease. AMERICAN JOURNAL OF MEDICAL GENETICS PART C-SEMINARS IN MEDICAL GENETICS 2019; 184:97-106. [PMID: 31876989 DOI: 10.1002/ajmg.c.31763] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 12/06/2019] [Accepted: 12/12/2019] [Indexed: 12/12/2022]
Abstract
The genetic mechanisms underlying congenital heart disease (CHD) are complex and remain incompletely understood. The majority of patients with CHD have an isolated heart defect without other organ system involvement, but the genetic basis of isolated CHD has been even more difficult to elucidate compared to syndromic CHD. Our understanding of the genetics of isolated CHD is advancing in large part due to advances in next generation sequencing, and the list of genes associated with CHD is rapidly expanding. Variants in hundreds of genes have been identified that may cause or contribute to CHD, but a genetic cause can still only be identified in about 20-30% of patients. Identifying a genetic cause for CHD can have an impact on clinical outcomes and prognosis and thus it is important for clinicians to understand when and what to test in patients with isolated CHD. This chapter reviews some of the known genetic mechanisms that contribute to isolated inherited and sporadic CHD as well as recommendations for evaluation and genetic testing in patients with isolated CHD.
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Affiliation(s)
- Shannon N Nees
- Department of Pediatrics, Columbia University Irving Medical Center, New York, New York
| | - Wendy K Chung
- Department of Pediatrics, Columbia University Irving Medical Center, New York, New York.,Department of Medicine, Columbia University Irving Medical Center, New York, New York
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44
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Dasouki MJ, Wakil SM, Al-Harazi O, Alkorashy M, Muiya NP, Andres E, Hagos S, Aldusery H, Dzimiri N, Colak D. New Insights into the Impact of Genome-Wide Copy Number Variations on Complex Congenital Heart Disease in Saudi Arabia. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2019; 24:16-28. [PMID: 31855513 DOI: 10.1089/omi.2019.0165] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Congenital heart diseases (CHDs) are complex traits that manifest in diverse clinical phenotypes such as the Tetralogy of Fallot (TOF), valvular and ventricular/atrial septal defects. Genetic mechanisms of CHDs have remained largely unclear to date. Copy number variations (CNVs) have been implicated in many complex diseases but their impact has not been examined extensively in various forms of CHD lesions. We report in this study, to the best of our knowledge, the largest cohort of Saudi Arab CHD patients to date who were evaluated using genome-wide CNV analysis. In a sample of 134 Saudi Arab patients with CHD, 66 exhibited pathogenic or likely pathogenic CNVs. Notably, 21 copy number gains and 11 copy number losses were detected that encompassed 141 genes and 146 genes, respectively. The most frequent gains were on 17q21.31, 8p11.21, and 22q11.23, whereas the losses were primarily localized to 16p11.2. Interestingly, all lesions have had gains at 17q21.31. Septal defects had also gains at 8p11.21 and 22q11.23, valvular lesions at 8p11.21, 22q11.23, and 2q13, and TOF at 16p11.2. Functional and network analyses demonstrated that cardiovascular and nervous system development and function as well as cell death/survival were most significantly associated with CNVs, thus highlighting the potentially important genes likely to be involved in CHD, including NPHP1, PLCB1, KANSL1, and NR3C1. In conclusion, this genome-wide analysis identifies a high frequency of CNVs mostly in patients with septal defects, primarily influencing cardiovascular developmental and functional pathways, thereby offering a deeper insight into the complex networks involved in CHD pathogenesis.
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Affiliation(s)
- Majed J Dasouki
- Departments Genetics and Epidemiology and Scientific Computing, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Salma M Wakil
- Departments Genetics and Epidemiology and Scientific Computing, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Olfat Al-Harazi
- Departments Biostatistics, Epidemiology and Scientific Computing, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Maarab Alkorashy
- Departments Genetics and Epidemiology and Scientific Computing, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Nzioka P Muiya
- Departments Genetics and Epidemiology and Scientific Computing, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Editha Andres
- Departments Genetics and Epidemiology and Scientific Computing, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Samya Hagos
- Departments Genetics and Epidemiology and Scientific Computing, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Haya Aldusery
- Departments Genetics and Epidemiology and Scientific Computing, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Nduna Dzimiri
- Departments Genetics and Epidemiology and Scientific Computing, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Dilek Colak
- Departments Biostatistics, Epidemiology and Scientific Computing, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
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45
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Page DJ, Miossec MJ, Williams SG, Monaghan RM, Fotiou E, Cordell HJ, Sutcliffe L, Topf A, Bourgey M, Bourque G, Eveleigh R, Dunwoodie SL, Winlaw DS, Bhattacharya S, Breckpot J, Devriendt K, Gewillig M, Brook JD, Setchfield KJ, Bu'Lock FA, O'Sullivan J, Stuart G, Bezzina CR, Mulder BJM, Postma AV, Bentham JR, Baron M, Bhaskar SS, Black GC, Newman WG, Hentges KE, Lathrop GM, Santibanez-Koref M, Keavney BD. Whole Exome Sequencing Reveals the Major Genetic Contributors to Nonsyndromic Tetralogy of Fallot. Circ Res 2019; 124:553-563. [PMID: 30582441 DOI: 10.1161/circresaha.118.313250] [Citation(s) in RCA: 109] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
RATIONALE Familial recurrence studies provide strong evidence for a genetic component to the predisposition to sporadic, nonsyndromic Tetralogy of Fallot (TOF), the most common cyanotic congenital heart disease phenotype. Rare genetic variants have been identified as important contributors to the risk of congenital heart disease, but relatively small numbers of TOF cases have been studied to date. OBJECTIVE We used whole exome sequencing to assess the prevalence of unique, deleterious variants in the largest cohort of nonsyndromic TOF patients reported to date. METHODS AND RESULTS Eight hundred twenty-nine TOF patients underwent whole exome sequencing. The presence of unique, deleterious variants was determined; defined by their absence in the Genome Aggregation Database and a scaled combined annotation-dependent depletion score of ≥20. The clustering of variants in 2 genes, NOTCH1 and FLT4, surpassed thresholds for genome-wide significance (assigned as P<5×10-8) after correction for multiple comparisons. NOTCH1 was most frequently found to harbor unique, deleterious variants. Thirty-one changes were observed in 37 probands (4.5%; 95% CI, 3.2%-6.1%) and included 7 loss-of-function variants 22 missense variants and 2 in-frame indels. Sanger sequencing of the unaffected parents of 7 cases identified 5 de novo variants. Three NOTCH1 variants (p.G200R, p.C607Y, and p.N1875S) were subjected to functional evaluation, and 2 showed a reduction in Jagged1-induced NOTCH signaling. FLT4 variants were found in 2.4% (95% CI, 1.6%-3.8%) of TOF patients, with 21 patients harboring 22 unique, deleterious variants. The variants identified were distinct to those that cause the congenital lymphoedema syndrome Milroy disease. In addition to NOTCH1, FLT4 and the well-established TOF gene, TBX1, we identified potential association with variants in several other candidates, including RYR1, ZFPM1, CAMTA2, DLX6, and PCM1. CONCLUSIONS The NOTCH1 locus is the most frequent site of genetic variants predisposing to nonsyndromic TOF, followed by FLT4. Together, variants in these genes are found in almost 7% of TOF patients.
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Affiliation(s)
- Donna J Page
- From the Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine, and Health, Manchester Academic Health Science Centre, University of Manchester, United Kingdom (D.J.P., S.G.W., R.M.M., E.F., B.D.K.)
| | - Matthieu J Miossec
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom (M.J.M., H.J.C., L.S., A.T., M.S.-K.).,Center for Bioinformatics and Integrative Biology, Faculty of Biological Sciences, Universidad Andrés Bello, Santiago, Chile (M.J.M.)
| | - Simon G Williams
- From the Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine, and Health, Manchester Academic Health Science Centre, University of Manchester, United Kingdom (D.J.P., S.G.W., R.M.M., E.F., B.D.K.)
| | - Richard M Monaghan
- From the Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine, and Health, Manchester Academic Health Science Centre, University of Manchester, United Kingdom (D.J.P., S.G.W., R.M.M., E.F., B.D.K.)
| | - Elisavet Fotiou
- From the Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine, and Health, Manchester Academic Health Science Centre, University of Manchester, United Kingdom (D.J.P., S.G.W., R.M.M., E.F., B.D.K.)
| | - Heather J Cordell
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom (M.J.M., H.J.C., L.S., A.T., M.S.-K.)
| | | | - Ana Topf
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom (M.J.M., H.J.C., L.S., A.T., M.S.-K.)
| | - Mathieu Bourgey
- Canadian Centre for Computational Genomics, Montréal, QC, Canada (M.B.).,McGill Genome Center, Montréal, QC, Canada (M.B., G.B., R.E., G.M.L.)
| | - Guillaume Bourque
- McGill Genome Center, Montréal, QC, Canada (M.B., G.B., R.E., G.M.L.)
| | - Robert Eveleigh
- McGill Genome Center, Montréal, QC, Canada (M.B., G.B., R.E., G.M.L.)
| | - Sally L Dunwoodie
- Chain Reaction Program in Congenital Heart Disease Research, Victor Chang Cardiac Research Institute, Sydney, NSW, Australia (S.L.D.).,Faculties of Medicine and Science, University of New South Wales, Sydney (S.L.D.).,Heart Centre for Children, The Children's Hospital at Westmead, Sydney, NSW (S.L.D.)
| | - David S Winlaw
- School of Child and Adolescent Health, Sydney Medical School, University of Sydney (D.S.W.).,Victor Chang Cardiac Research Institute, NSW, Australia (D.S.W.).,RDM Cardiovascular Medicine, Wellcome Centre for Human Genetics, University of Oxford (D.S.W., S.B.)
| | - Shoumo Bhattacharya
- RDM Cardiovascular Medicine, Wellcome Centre for Human Genetics, University of Oxford (D.S.W., S.B.).,Center for Human Genetics, Catholic University Leuven, Belgium (S.B., J.B., K.D.)
| | - Jeroen Breckpot
- Center for Human Genetics, Catholic University Leuven, Belgium (S.B., J.B., K.D.).,Pediatric and Congenital Cardiology, UZ Leuven (J.B., M.G.)
| | - Koenraad Devriendt
- Center for Human Genetics, Catholic University Leuven, Belgium (S.B., J.B., K.D.)
| | - Marc Gewillig
- Pediatric and Congenital Cardiology, UZ Leuven (J.B., M.G.)
| | - J David Brook
- School of Life Sciences, University of Nottingham, Queen's Medical Centre (J.D.B., K.J.S.)
| | - Kerry J Setchfield
- School of Life Sciences, University of Nottingham, Queen's Medical Centre (J.D.B., K.J.S.)
| | - Frances A Bu'Lock
- Congenital and Paediatric Cardiology, East Midlands Congenital Heart Centre and University of Leicester, Glenfield Hospital (F.A.B.)
| | - John O'Sullivan
- Adult Congenital and Paediatric Cardiac Unit, Freeman Hospital, Newcastle upon Tyne (J.O.)
| | - Graham Stuart
- University Hospitals Bristol NHS Foundation Trust, Bristol (G.S.)
| | - Connie R Bezzina
- Heart Center, Department of Clinical and Experimental Cardiology (C.R.B.), Academic Medical Center, Amsterdam, the Netherlands
| | - Barbara J M Mulder
- Department of Medical Biology (B.J.M.M.), Academic Medical Center, Amsterdam, the Netherlands
| | - Alex V Postma
- Department of Clinical Genetics (A.V.P.), Academic Medical Center, Amsterdam, the Netherlands
| | - James R Bentham
- Department of Paediatric Cardiology, Yorkshire Heart Centre, Leeds (J.R.B.)
| | - Martin Baron
- Division of Molecular and Cellular Function, School of Biological Sciences, Faculty of Biology Medicine and Health, University of Manchester (M.B.)
| | - Sanjeev S Bhaskar
- Manchester Centre for Genomic Medicine, Saint Mary's Hospital, Oxford, Manchester (S.S.B., G.C.B.)
| | - Graeme C Black
- Manchester Centre for Genomic Medicine, Saint Mary's Hospital, Oxford, Manchester (S.S.B., G.C.B.)
| | - William G Newman
- Division of Evolution and Genomic Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Oxford (W.G.N.); and Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, UK
| | | | - G Mark Lathrop
- McGill Genome Center, Montréal, QC, Canada (M.B., G.B., R.E., G.M.L.)
| | - Mauro Santibanez-Koref
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom (M.J.M., H.J.C., L.S., A.T., M.S.-K.)
| | - Bernard D Keavney
- From the Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine, and Health, Manchester Academic Health Science Centre, University of Manchester, United Kingdom (D.J.P., S.G.W., R.M.M., E.F., B.D.K.)
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Association between the 4p16 genomic locus and different types of congenital heart disease: results from adult survivors in the UK Biobank. Sci Rep 2019; 9:16515. [PMID: 31712678 PMCID: PMC6848143 DOI: 10.1038/s41598-019-52969-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 10/18/2019] [Indexed: 11/17/2022] Open
Abstract
Congenital heart disease is the most common birth defect in newborns and the leading cause of death in infancy, affecting nearly 1% of live births. A locus in chromosome 4p16, adjacent to MSX1 and STX18, has been associated with atrial septal defects (ASD) in multiple European and Chinese cohorts. Here, genotyping data from the UK Biobank was used to test for associations between this locus and congenital heart disease in adult survivors of left ventricular outflow tract obstruction (n = 164) and ASD (n = 223), with a control sample of 332,788 individuals, and a meta-analysis of the new and existing ASD data was performed. The results show an association between the previously reported markers at 4p16 and risk for either ASD or left ventricular outflow tract obstruction, with effect sizes similar to the published data (OR between 1.27–1.45; all p < 0.05). Differences in allele frequencies remained constant through the studied age range (40–70 years), indicating that the variants themselves do not drive lethal genetic defects. Meta-analysis shows an OR of 1.35 (95% CI: 1.25–1.46; p < 10−4) for the association with ASD. The findings show that the genetic associations with ASD can be generalized to adult survivors of both ASD and left ventricular lesions. Although the 4p16 associations are statistically compelling, the mentioned alleles confer only a small risk for disease and their frequencies in this adult sample are the same as in children, likely limiting their clinical significance. Further epidemiological and functional studies may elicit factors triggering disease in interaction with the risk alleles.
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Lupo PJ, Mitchell LE, Jenkins MM. Genome-wide association studies of structural birth defects: A review and commentary. Birth Defects Res 2019; 111:1329-1342. [PMID: 31654503 DOI: 10.1002/bdr2.1606] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Revised: 09/21/2019] [Accepted: 10/02/2019] [Indexed: 12/14/2022]
Abstract
BACKGROUND While there is strong evidence that genetic risk factors play an important role in the etiologies of structural birth defects, compared to other diseases, there have been relatively few genome-wide association studies (GWAS) of these conditions. We reviewed the current landscape of GWAS conducted for birth defects, noting novel insights, and future directions. METHODS This article reviews the literature with regard to GWAS of structural birth defects. Key defects included in this review include oral clefts, congenital heart defects (CHDs), biliary atresia, pyloric stenosis, hypospadias, craniosynostosis, and clubfoot. Additionally, other issues related to GWAS are considered, including the assessment of polygenic risk scores and issues related to genetic ancestry, as well as utilizing genome-wide single nucleotide polymorphism array data to evaluate gene-environment interactions and Mendelian randomization. RESULTS For some birth defects, including oral clefts and CHDs, several novel susceptibility loci have been identified and replicated through GWAS, including 8q24 for oral clefts, DGKK for hypospadias, and 4p16 for CHDs. Relatively common birth defects for which there are currently no published GWAS include neural tube defects, anotia/microtia, anophthalmia/microphthalmia, gastroschisis, and omphalocele. CONCLUSIONS Overall, GWAS have been successful in identifying several novel susceptibility genes and genomic regions for structural birth defects. These findings have provided new insights into the etiologies of these phenotypes. However, GWAS have been underutilized for understanding the genetic etiologies of several birth defects.
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Affiliation(s)
- Philip J Lupo
- Department of Pediatrics, Section of Hematology-Oncology, Baylor College of Medicine, Houston, Texas
| | - Laura E Mitchell
- Department of Epidemiology, Human Genetics and Environmental Sciences, UTHealth School of Public Health, Houston, Texas
| | - Mary M Jenkins
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
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48
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Fotiou E, Williams S, Martin-Geary A, Robertson DL, Tenin G, Hentges KE, Keavney B. Integration of Large-Scale Genomic Data Sources With Evolutionary History Reveals Novel Genetic Loci for Congenital Heart Disease. CIRCULATION-GENOMIC AND PRECISION MEDICINE 2019; 12:442-451. [PMID: 31613678 PMCID: PMC6798745 DOI: 10.1161/circgen.119.002694] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Supplemental Digital Content is available in the text. Most cases of congenital heart disease (CHD) are sporadic and nonsyndromic, with poorly understood etiology. Rare genetic variants have been found to affect the risk of sporadic, nonsyndromic CHD, but individual studies to date are of only moderate sizes, and none to date has incorporated the ohnolog status of candidate genes in the analysis. Ohnologs are genes retained from ancestral whole-genome duplications during evolution; multiple lines of evidence suggest ohnologs are overrepresented among dosage-sensitive genes. We integrated large-scale data on rare variants with evolutionary information on ohnolog status to identify novel genetic loci predisposing to CHD.
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Affiliation(s)
- Elisavet Fotiou
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine, and Health, Manchester Academic Health Science Centre (E.F., S.W., G.T., B.K.), University of Manchester
| | - Simon Williams
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine, and Health, Manchester Academic Health Science Centre (E.F., S.W., G.T., B.K.), University of Manchester
| | - Alexandra Martin-Geary
- Division of Evolution and Genomic science (A.M.-G., D.L.R., K.E.H.), University of Manchester
| | - David L Robertson
- Division of Evolution and Genomic science (A.M.-G., D.L.R., K.E.H.), University of Manchester.,MRC-University of Glasgow Centre for Virus Research (D.L.R.)
| | - Gennadiy Tenin
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine, and Health, Manchester Academic Health Science Centre (E.F., S.W., G.T., B.K.), University of Manchester
| | - Kathryn E Hentges
- Division of Evolution and Genomic science (A.M.-G., D.L.R., K.E.H.), University of Manchester
| | - Bernard Keavney
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine, and Health, Manchester Academic Health Science Centre (E.F., S.W., G.T., B.K.), University of Manchester.,Manchester Heart Centre, Manchester University NHS Foundation Trust, Manchester (B.K.)
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49
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Testori A, Lasorsa VA, Cimmino F, Cantalupo S, Cardinale A, Avitabile M, Limongelli G, Russo MG, Diskin S, Maris J, Devoto M, Keavney B, Cordell HJ, Iolascon A, Capasso M. Exploring Shared Susceptibility between Two Neural Crest Cells Originating Conditions: Neuroblastoma and Congenital Heart Disease. Genes (Basel) 2019; 10:genes10090663. [PMID: 31480262 PMCID: PMC6771154 DOI: 10.3390/genes10090663] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 08/12/2019] [Accepted: 08/26/2019] [Indexed: 12/13/2022] Open
Abstract
In the past years, genome wide association studies (GWAS) have provided evidence that inter-individual susceptibility to diverse pathological conditions can reveal a common genetic architecture. Through the analysis of congenital heart disease (CHD) and neuroblastoma (NB) GWAS data, we aimed to dissect the genetic susceptibility shared between these conditions, which are known to arise from neural crest cell (NCC) migration or development abnormalities, via identification and functional characterization of common regions of association. Two loci (2q35 and 3q25.32) harbor single nucleotide polymorphisms (SNPs) that are associated at a p-value < 10-3 with conotruncal malformations and ventricular septal defect respectively, as well as with NB. In addition, the lead SNP in 4p16.2 for atrial septal defect and the lead SNP in 3q25.32 for tetralogy of Fallot are less than 250 Kb distant from the lead SNPs for NB at the same genomic regions. Some of these shared susceptibility loci regulate the expression of relevant genes involved in NCC formation and developmental processes (such as BARD1, MSX1, and SHOX2) and are enriched in several epigenetic markers from NB and fetal heart cell lines. Although the clinical correlation between NB and CHD is unclear, our exploration of a possible common genetic basis between NB and a subset of cardiac malformations can help shed light on their shared embryological origin and pathogenetic mechanisms.
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Affiliation(s)
- Alessandro Testori
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università degli Studi di Napoli Federico II, 80131 Naples, Italy
- CEINGE Biotecnologie Avanzate, 80145 Naples, Italy
| | - Vito A Lasorsa
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università degli Studi di Napoli Federico II, 80131 Naples, Italy
- CEINGE Biotecnologie Avanzate, 80145 Naples, Italy
| | - Flora Cimmino
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università degli Studi di Napoli Federico II, 80131 Naples, Italy
- CEINGE Biotecnologie Avanzate, 80145 Naples, Italy
| | - Sueva Cantalupo
- IRCCS SDN, Istituto di Ricerca Diagnostica e Nucleare, 80143 Naples, Italy
| | - Antonella Cardinale
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università degli Studi di Napoli Federico II, 80131 Naples, Italy
- CEINGE Biotecnologie Avanzate, 80145 Naples, Italy
| | - Marianna Avitabile
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università degli Studi di Napoli Federico II, 80131 Naples, Italy
- CEINGE Biotecnologie Avanzate, 80145 Naples, Italy
| | - Giuseppe Limongelli
- Division of Cardiology, Università degli Studi della Campania "Luigi Vanvitelli" - AO dei Colli, Presidio Monaldi, 80121 Naples, Italy
| | - Maria Giovanna Russo
- Division of Cardiology, Università degli Studi della Campania "Luigi Vanvitelli" - AO dei Colli, Presidio Monaldi, 80121 Naples, Italy
| | - Sharon Diskin
- Division of Oncology and Center for Childhood Cancer Research, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - John Maris
- Division of Oncology and Center for Childhood Cancer Research, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Marcella Devoto
- Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Division of Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Department of Translational and Precision Medicine, University of Rome "La Sapienza", 00185 Rome, Italy
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Bernard Keavney
- Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
- Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester M20 4BX, UK
| | - Heather J Cordell
- Institute of Genetic Medicine, Newcastle University, Central Parkway, Newcastle upon Tyne NE1 3BZ, UK
| | - Achille Iolascon
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università degli Studi di Napoli Federico II, 80131 Naples, Italy
- CEINGE Biotecnologie Avanzate, 80145 Naples, Italy
| | - Mario Capasso
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università degli Studi di Napoli Federico II, 80131 Naples, Italy.
- CEINGE Biotecnologie Avanzate, 80145 Naples, Italy.
- IRCCS SDN, Istituto di Ricerca Diagnostica e Nucleare, 80143 Naples, Italy.
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50
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Decreased activity of RCAN1.4 is a potential risk factor for congenital heart disease in a Han Chinese population. Protein Cell 2019; 9:1039-1044. [PMID: 29594719 PMCID: PMC6251805 DOI: 10.1007/s13238-018-0525-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
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