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Sabeh P, Dumas SA, Maios C, Daghar H, Korzeniowski M, Rousseau J, Lines M, Guerin A, Millichap JJ, Landsverk M, Grebe T, Lindstrom K, Strober J, Ait Mouhoub T, Zweier C, Steinraths M, Hebebrand M, Callewaert B, Abou Jamra R, Kautza-Lucht M, Wegler M, Kruszka P, Kumps C, Banne E, Waberski MB, Dieux A, Raible S, Krantz I, Medne L, Pechter K, Villard L, Guerrini R, Bianchini C, Barba C, Mei D, Blanc X, Kallay C, Ranza E, Yang XR, O'Heir E, Donald KA, Murugasen S, Bruwer Z, Calikoglu M, Mathews JM, Lesieur-Sebellin M, Baujat G, Derive N, Pierson TM, Murrell JR, Shillington A, Ormieres C, Rondeau S, Reis A, Fernandez-Jaen A, Au PYB, Sweetser DA, Briere LC, Couque N, Perrin L, Schymick J, Gueguen P, Lefebvre M, Van Andel M, Juusola J, Antonarakis SE, Parker JA, Burnett BG, Campeau PM. Heterozygous UBR5 variants result in a neurodevelopmental syndrome with developmental delay, autism, and intellectual disability. Am J Hum Genet 2025; 112:75-86. [PMID: 39721588 PMCID: PMC11739880 DOI: 10.1016/j.ajhg.2024.11.009] [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] [Received: 12/08/2023] [Revised: 11/19/2024] [Accepted: 11/19/2024] [Indexed: 12/28/2024] Open
Abstract
E3 ubiquitin ligases have been linked to developmental diseases including autism, Angelman syndrome (UBE3A), and Johanson-Blizzard syndrome (JBS) (UBR1). Here, we report variants in the E3 ligase UBR5 in 29 individuals presenting with a neurodevelopmental syndrome that includes developmental delay, autism, intellectual disability, epilepsy, movement disorders, and/or genital anomalies. Their phenotype is distinct from JBS due to the absence of exocrine pancreatic insufficiency and the presence of autism, epilepsy, and, in some probands, a movement disorder. E3 ubiquitin ligases are responsible for transferring ubiquitin to substrate proteins to regulate a variety of cellular functions, including protein degradation, protein-protein interactions, and protein localization. Knocking out ubr-5 in C. elegans resulted in a lower movement score compared to the wild type, supporting a role for UBR5 in neurodevelopment. Using an in vitro autoubiquitination assay and confocal microscopy for the human protein, we found decreased ubiquitination activity and altered cellular localization in several variants found in our cohort compared to the wild type. In conclusion, we found that variants in UBR5 cause a neurodevelopmental syndrome that can be associated with a movement disorder, reinforcing the role of the UBR protein family in a neurodevelopmental disease that differs from previously described ubiquitin-ligase-related syndromes. We also provide evidence for the pathogenic potential loss of UBR5 function with functional experiments in C. elegans and in vitro ubiquitination assays.
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Affiliation(s)
- Pascale Sabeh
- Department of Genetics, CHU Sainte-Justine, Montréal, QC, Canada
| | - Samantha A Dumas
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University of the Health Sciences, F. Edward Herbert School of Medicine, Bethesda, MD 20814, USA
| | - Claudia Maios
- Department of Neuroscience, Université de Montréal, CRCHUM, Montréal, QC, Canada
| | - Hiba Daghar
- Department of Neuroscience, Université de Montréal, CRCHUM, Montréal, QC, Canada
| | - Marek Korzeniowski
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University of the Health Sciences, F. Edward Herbert School of Medicine, Bethesda, MD 20814, USA
| | - Justine Rousseau
- Department of Genetics, CHU Sainte-Justine, Montréal, QC, Canada
| | - Matthew Lines
- Department of Clinical and Metabolic Genetics, Alberta Children's Hospital, Calgary, AB, Canada
| | - Andrea Guerin
- Division of Medical Genetics, Department of Pediatrics, Queen's University, Kingston, ON, Canada
| | - John J Millichap
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Megan Landsverk
- Sanford Research, Pediatrics and Rare Diseases Group, University of South Dakota Sanford School of Medicine, Sioux Falls, SD, USA
| | - Theresa Grebe
- Department of Genetics and Metabolism, Phoenix Children Hospital, Phoenix, AZ, USA
| | - Kristin Lindstrom
- BioMarin Pharmaceutical, Inc., 105 Digital Dr., Novato, CA 94949, USA
| | - Jonathan Strober
- Department of Child Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - Tarik Ait Mouhoub
- Department of Genetic, University Hospital Center of Reims, Reims, France
| | - Christiane Zweier
- Department of Human Genetics, Inselspital Bern, University of Bern, Bern, Switzerland
| | - Michelle Steinraths
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Moritz Hebebrand
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Bert Callewaert
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium
| | - Rami Abou Jamra
- Institute of Human Genetics, University of Leipzig Medical Center, Leipzig, Germany
| | - Monika Kautza-Lucht
- Institute of Human Genetics, University Hospital of Schleswig-Holstein, Kiel, Germany
| | - Meret Wegler
- Institute of Human Genetics, University of Leipzig Medical Center, Leipzig, Germany
| | | | - Candy Kumps
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium
| | - Ehud Banne
- The Genetic Institute, Wolfson Medical Center, Holon, Israel
| | | | - Anne Dieux
- Service de génétique clinique du CHU de Lille, Lille, France
| | - Sarah Raible
- Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ian Krantz
- Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Livija Medne
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Kieran Pechter
- Division of Genomic Diagnostics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Laurent Villard
- Aix Marseille University, INSERM, Marseille Medical Genetics Center, MMG, Marseille, France; University of Florence, Florence, Italy
| | - Renzo Guerrini
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS, Florence, Italy; University of Florence, Florence, Italy
| | - Claudia Bianchini
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS, Florence, Italy; University of Florence, Florence, Italy
| | - Carmen Barba
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS, Florence, Italy; University of Florence, Florence, Italy
| | - Davide Mei
- Neuroscience and Human Genetics Department, Meyer Children's Hospital IRCCS, Florence, Italy
| | - Xavier Blanc
- Medigenome, Swiss Institute of Genomic Medicine, Geneva, Switzerland
| | | | - Emmanuelle Ranza
- Medigenome, Swiss Institute of Genomic Medicine, Geneva, Switzerland
| | - Xiao-Ru Yang
- Department of Medical Genetics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Emily O'Heir
- Center for Mendelian Genomics, Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kirsten A Donald
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Rondebosch, South Africa
| | - Serini Murugasen
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Rondebosch, South Africa
| | - Zandre Bruwer
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Rondebosch, South Africa
| | - Muge Calikoglu
- University of North Carolina, Department of Pediatrics, Division of Genetics and Metabolism, Chapel Hill, NC, USA
| | - Jennifer M Mathews
- University of North Carolina, Department of Pediatrics, Division of Genetics and Metabolism, Chapel Hill, NC, USA
| | | | - Geneviève Baujat
- University of North Carolina, Department of Pediatrics, Division of Genetics and Metabolism, Chapel Hill, NC, USA
| | - Nicolas Derive
- Laboratoire de Biologie Médicale Multi-Sites SeqOIA, Paris, France
| | - Tyler Mark Pierson
- Departments of Pediatrics and of Neurology, Guerin Children's Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Jill R Murrell
- Department of Pathology and Laboratory Medicine, Children's Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Amelle Shillington
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Clothilde Ormieres
- Service de médecine génomique des maladies rares, Necker Hospital, Paris, France
| | - Sophie Rondeau
- Service de médecine génomique des maladies rares, Necker Hospital, Paris, France
| | - André Reis
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | | | - Ping Yee Billie Au
- Department of Medical Genetics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - David A Sweetser
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Lauren C Briere
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Nathalie Couque
- Département de Génétique - UF de Génétique Moléculaire Hôpital Robert Debré, Paris, France
| | - Laurence Perrin
- Département de Génétique - UF de Génétique Moléculaire Hôpital Robert Debré, Paris, France
| | | | - Paul Gueguen
- Laboratoire de Biologie Médicale Multi-Sites SeqOIA, Paris, France
| | - Mathilde Lefebvre
- UF de génétique clinique, Centre Hospitalier Régional d'Orléans, Orléans, France
| | | | | | | | - J Alex Parker
- Department of Neuroscience, Université de Montréal, CRCHUM, Montréal, QC, Canada
| | - Barrington G Burnett
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University of the Health Sciences, F. Edward Herbert School of Medicine, Bethesda, MD 20814, USA.
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Kalinauskiene R, Brazdziunaite D, Burokiene N, Dirsė V, Morkuniene A, Utkus A, Preiksaitiene E. A De Novo 8q22.2q22.3 Interstitial Microdeletion in a Girl with Developmental Delay and Congenital Defects. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1156. [PMID: 37374360 DOI: 10.3390/medicina59061156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Revised: 05/18/2023] [Accepted: 06/13/2023] [Indexed: 06/29/2023]
Abstract
Background and Objectives: Only nine patients with interstitial de novo 8q22.2q22.3 microdeletions have been reported to date. The objective of this report is to present clinical features of a new patient with an 8q22.2q22.3 microdeletion, to compare her phenotype to other previously reported patients, and to further expand the phenotype associated with this microdeletion. Materials and Methods: We describe an 8½-year-old girl with developmental delay, congenital hip dysplasia, a bilateral foot deformity, bilateral congenital radioulnar synostosis, a congenital heart defect, and minor facial anomalies. Results: Chromosomal microarray analysis revealed a 4.9 Mb deletion in the 8q22.2q22.3 region. De novo origin was confirmed by real-time PCR analysis. Conclusions: Microdeletions in the 8q22.2q22.3 region are characterized by moderate to severe intellectual disability, seizures, distinct facial features and skeletal abnormalities. In addition to one already reported individual with an 8q22.2q22.3 microdeletion and unilateral radioulnar synostosis, this report of a child with bilateral radioulnar synostosis provides additional evidence, that radioulnar synostosis is not an incidental finding in individuals with an 8q22.2q22.3 microdeletion. Additional patients with similar microdeletions would be of a great importance for more accurate phenotypic description and further analysis of the genotypic-phenotypic relationship.
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Affiliation(s)
| | - Deimante Brazdziunaite
- Department of Human and Medical Genetics, Institute of Biomedical Sciences, Faculty of Medicine, Vilnius University, 01513 Vilnius, Lithuania
| | - Neringa Burokiene
- Clinic of Internal Diseases and Family Medicine, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, 01513 Vilnius, Lithuania
| | - Vaidas Dirsė
- Hematology, Oncology and Transfusion Medicine Center, Vilnius University Hospital Santaros Klinikos, 01513 Vilnius, Lithuania
| | - Ausra Morkuniene
- Centre for Medical Genetics, Vilnius University Hospital Santaros Klinikos, 01513 Vilnius, Lithuania
| | - Algirdas Utkus
- Department of Human and Medical Genetics, Institute of Biomedical Sciences, Faculty of Medicine, Vilnius University, 01513 Vilnius, Lithuania
| | - Egle Preiksaitiene
- Department of Human and Medical Genetics, Institute of Biomedical Sciences, Faculty of Medicine, Vilnius University, 01513 Vilnius, Lithuania
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Han T, Wu Z, Zhu J, Kou Y, Li J, Deng Y. Analysis and Construction of a Molecular Diagnosis Model of Drug-Resistant Epilepsy Based on Bioinformatics. Front Mol Biosci 2021; 8:683032. [PMID: 34805265 PMCID: PMC8602203 DOI: 10.3389/fmolb.2021.683032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 09/29/2021] [Indexed: 02/05/2023] Open
Abstract
Background: Epilepsy is a complex chronic disease of the nervous system which influences the health of approximately 70 million patients worldwide. In the past few decades, despite the development of novel antiepileptic drugs, around one-third of patients with epilepsy have developed drug-resistant epilepsy. We performed a bioinformatic analysis to explore the underlying diagnostic markers and mechanisms of drug-resistant epilepsy. Methods: Weighted correlation network analysis (WGCNA) was applied to genes in epilepsy samples downloaded from the Gene Expression Omnibus database to determine key modules. The least absolute shrinkage and selection operator (LASSO) regression and support vector machine-recursive feature elimination (SVM-RFE) algorithms were used to screen the genes resistant to carbamazepine, phenytoin, and valproate, and sensitivity of the three-class classification SVM model was verified through the receiver operator characteristic (ROC) curve. A protein–protein interaction (PPI) network was utilized to analyze the protein interaction relationship. Finally, ingenuity pathway analysis (IPA) was adopted to conduct disease and function pathway and network analysis. Results: Through WGCNA, 72 genes stood out from the key modules related to drug resistance and were identified as candidate resistance genes. Intersection analysis of the results of the LASSO and SVM-RFE algorithms selected 11, 4, and 5 drug-resistant genes for carbamazepine, phenytoin, and valproate, respectively. Subsequent union analysis obtained 17 hub resistance genes to construct a three-class classification SVM model. ROC showed that the model could accurately predict patient resistance. Expression of 17 hub resistance genes in healthy subjects and patients was significantly different. The PPI showed that there are six resistance genes (CD247, CTSW, IL2RB, MATK, NKG7, and PRF1) that may play a central role in the resistance of epilepsy patients. Finally, IPA revealed that resistance genes (PRKCH and S1PR5) were involved in “CREB signaling in Neurons.” Conclusion: We obtained a three-class SVM model that can accurately predict the drug resistance of patients with epilepsy, which provides a new theoretical basis for research and treatment in the field of drug-resistant epilepsy. Moreover, resistance genes PRKCH and S1PR5 may cooperate with other resistance genes to exhibit resistance effects by regulation of the cAMP-response element-binding protein (CREB) signaling pathway.
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Affiliation(s)
- Tenghui Han
- Department of Neurology, Xijing Hospital, Airforce Medical University, Xi'an, China
| | - Zhenyu Wu
- Department of Anatomy, Histology and Embryology and K.K. Leung Brain Research Centre, School of Basic Medicine, Airforce Medical University, Xi'an, China
| | - Jun Zhu
- State Key Laboratory of Cancer Biology, Institute of Digestive Diseases, Xijing Hospital, Airforce Medical University, Xi'an, China.,Department of General Surgery, The Southern Theater Air Force Hospital, Guangzhou, China
| | - Yao Kou
- Basic Medical College, Yan'an University, Yan'an, China
| | - Jipeng Li
- State Key Laboratory of Cancer Biology, Institute of Digestive Diseases, Xijing Hospital, Airforce Medical University, Xi'an, China
| | - Yanchun Deng
- Department of Neurology, Xijing Hospital, Airforce Medical University, Xi'an, China
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Stern S, Hacohen N, Meiner V, Yagel S, Zenvirt S, Shkedi-Rafid S, Macarov M, Valsky DV, Porat S, Yanai N, Frumkin A, Daum H. Universal chromosomal microarray analysis reveals high proportion of copy-number variants in low-risk pregnancies. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2021; 57:813-820. [PMID: 32202684 DOI: 10.1002/uog.22026] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 03/12/2020] [Accepted: 03/16/2020] [Indexed: 06/10/2023]
Abstract
OBJECTIVES To evaluate the yield and utility of the routine use of chromosomal microarray analysis (CMA) for prenatal genetic diagnosis in a large cohort of pregnancies with normal ultrasound (US) at the time of genetic testing, compared with pregnancies with abnormal US findings. METHODS We reviewed all prenatal CMA results in our center between November 2013 and December 2018. The prevalence of different CMA results in pregnancies with normal US at the time of genetic testing ('low-risk pregnancies'), was compared with that in pregnancies with abnormal US findings ('high-risk pregnancies'). Medical records were searched in order to evaluate subsequent US follow-up and the outcome of pregnancies with a clinically relevant copy-number variant (CNV), i.e. a pathogenic or likely pathogenic CNV or a susceptibility locus for disease with > 10% penetrance, related to early-onset disease in the low-risk group. RESULTS In a cohort of 6431 low-risk pregnancies that underwent CMA, the prevalence of a clinically significant CNV related to early-onset disease was 1.1% (72/6431), which was significantly lower than the prevalence in high-risk pregnancies (4.9% (65/1326)). Of the low-risk pregnancies, 0.4% (27/6431) had a pathogenic or likely pathogenic CNV, and another 0.7% (45/6431) had a susceptibility locus with more than 10% penetrance. Follow-up of the low-risk pregnancies with a clinically significant early-onset CNV revealed that 31.9% (23/72) were terminated, while outcome data were missing in 26.4% (19/72). In 16.7% (12/72) of low-risk pregnancies, an US abnormality was discovered later on in gestation, after genetic testing had been performed. CONCLUSION Although the background risk of identifying a clinically significant early-onset abnormal CMA result in pregnancies with a low a-priori risk is lower than that observed in high-risk pregnancies, the risk is substantial and should be conveyed to all pregnant women. © 2020 International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- S Stern
- Department of Obstetrics and Gynecology, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - N Hacohen
- Department of Genetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - V Meiner
- Department of Genetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - S Yagel
- Department of Obstetrics and Gynecology, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - S Zenvirt
- Department of Genetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - S Shkedi-Rafid
- Department of Genetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - M Macarov
- Department of Genetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - D V Valsky
- Department of Obstetrics and Gynecology, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - S Porat
- Department of Obstetrics and Gynecology, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - N Yanai
- Department of Obstetrics and Gynecology, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - A Frumkin
- Department of Genetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - H Daum
- Department of Genetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
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Chen CP, Chang TY, Hung FY, Chern SR, Wu PS, Chen SW, Lai ST, Chuang TY, Lee CC, Wang W. Prenatal diagnosis of an 8q22.2-q23.3 deletion associated with bilateral cleft lip and palate and intrauterine growth restriction on fetal ultrasound. Taiwan J Obstet Gynecol 2018; 56:843-846. [PMID: 29241932 DOI: 10.1016/j.tjog.2017.10.026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/17/2017] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE We present prenatal diagnosis of an interstitial 8q22.2-q23.3 deletion associated with bilateral cleft lip and palate and intrauterine growth restriction (IUGR) on fetal ultrasound. CASE REPORT A 29-year-old, primigravid woman underwent elective amniocentesis at 17 weeks of gestation because of anxiety. Amniocentesis revealed a karyotype of 46, XX. However, level II ultrasound at 21 weeks of gestation revealed a fetus with IUGR and bilateral cleft lip and palate. Repeat amniocentesis was performed at 21 weeks of gestation, and array comparative genomic hybridization using uncultured amniocytes revealed a 13.5-Mb interstitial deletion of 8q22.2-q23.3 encompassing 37 Online Mendelian Inheritance of in Man (OMIM) genes including SPAG1, GRHL2, NCALD, RRM2B and ZFPM2. Polymorphic DNA marker analysis determined a paternal origin of the deletion. The pregnancy was subsequently terminated, and a malformed fetus was delivered with a depressed nose and bilateral cleft lip and palate. CONCLUSION Prenatal diagnosis of facial cleft with IUGR should raise a suspicion of subtle chromosome deletions.
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Affiliation(s)
- Chih-Ping Chen
- Department of Obstetrics and Gynecology, MacKay Memorial Hospital, Taipei, Taiwan; Department of Medical Research, MacKay Memorial Hospital, Taipei, Taiwan; Department of Biotechnology, Asia University, Taichung, Taiwan; School of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan; Institute of Clinical and Community Health Nursing, National Yang-Ming University, Taipei, Taiwan; Department of Obstetrics and Gynecology, School of Medicine, National Yang-Ming University, Taipei, Taiwan.
| | | | - Fang-Yu Hung
- Department of Obstetrics and Gynecology, Hsinchu MacKay Memorial Hospital, Hsinchu, Taiwan
| | - Schu-Rern Chern
- Department of Medical Research, MacKay Memorial Hospital, Taipei, Taiwan
| | | | - Shin-Wen Chen
- Department of Obstetrics and Gynecology, MacKay Memorial Hospital, Taipei, Taiwan
| | - Shih-Ting Lai
- Department of Obstetrics and Gynecology, MacKay Memorial Hospital, Taipei, Taiwan
| | - Tzu-Yun Chuang
- Department of Obstetrics and Gynecology, MacKay Memorial Hospital, Taipei, Taiwan
| | - Chen-Chi Lee
- Department of Obstetrics and Gynecology, MacKay Memorial Hospital, Taipei, Taiwan
| | - Wayseen Wang
- Department of Medical Research, MacKay Memorial Hospital, Taipei, Taiwan; Department of Bioengineering, Tatung University, Taipei, Taiwan
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