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Ormieres C, Lesieur-Sebellin M, Siquier-Pernet K, Delplancq G, Rio M, Parisot M, Nitschké P, Rodriguez-Fontenla C, Bodineau A, Narcy L, Schlumberger E, Cantagrel V, Malan V. Deciphering the genetic basis of developmental language disorder in children without intellectual disability, autism or apraxia of speech. Mol Autism 2025; 16:10. [PMID: 39948625 PMCID: PMC11823097 DOI: 10.1186/s13229-025-00642-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Accepted: 01/09/2025] [Indexed: 02/16/2025] Open
Abstract
BACKGROUND Developmental language disorder (DLD) refers to children who present with language difficulties that are not due to a known biomedical condition or associated with autism spectrum disorder (ASD) or intellectual disability (ID). The clinical heterogeneity of language disorders, the frequent presence of comorbidities, and the inconsistent terminology used over the years have impeded both research and clinical practice. Identifying sub-groups of children (i.e. DLD cases without childhood apraxia of speech (CAS)) with language difficulties is essential for elucidating the underlying genetic causes of this condition. DLD presents along a spectrum of severity, ranging from mild speech delays to profound disturbances in oral language structure in otherwise typically intelligent children. The prevalence of DLD is ~ 7-8% or 2% if severe forms are considered. This study aims to investigate a homogeneous cohort of DLD patients, excluding cases of ASD, ID or CAS, using multiple genomic approaches to better define the molecular basis of the disorder. METHODS Fifteen families, including 27 children with severe DLD, were enrolled. The majority of cases (n = 24) were included in multiplex families while three cases were sporadic. This resulted in a cohort of 59 individuals for whom chromosomal microarray analysis and exome or genome sequencing were performed. RESULTS We identified copy number variants (CNVs) predisposing to neurodevelopmental disorders with incomplete penetrance and variable expressivity in two families. These CNVs (i.e., 15q13.3 deletion and proximal 16p11.2 duplication) are interpreted as pathogenic. In one sporadic case, a de novo pathogenic variant in the ZNF292 gene, known to be associated with ID, was detected, broadening the spectrum of this syndrome. LIMITATIONS The strict diagnostic criteria applied by our multidisciplinary team, including speech-language physicians, neuropsychologists, and paediatric neurologists, resulted in a relatively small sample size, which limit the strength of our findings. CONCLUSION These findings highlight a common genetic architecture between DLD, ASD and ID, and underline the need for further investigation into overlapping neurodevelopmental pathways. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT06660108.
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Affiliation(s)
- Clothilde Ormieres
- Service de Médecine Génomique des Maladies Rares, Hôpital Necker-Enfants Malades, APHP, Paris, 75015, France.
- Developmental Brain Disorders Laboratory, Université Paris Cité, INSERM, Imagine Institute, Paris, 75015, France.
- Département de la femme enfant et adolescent, Service de pédiatrie générale, Centre de coordination interdisciplinaire et de soins des maladies rares et complexes de l'enfant, de l'adolescent ou adolescente (CORAIL), Hôpitaux universitaires de Genève, Genève, 1205, Suisse.
| | - Marion Lesieur-Sebellin
- Service de Médecine Génomique des Maladies Rares, Hôpital Necker-Enfants Malades, APHP, Paris, 75015, France
- Developmental Brain Disorders Laboratory, Université Paris Cité, INSERM, Imagine Institute, Paris, 75015, France
| | - Karine Siquier-Pernet
- Developmental Brain Disorders Laboratory, Université Paris Cité, INSERM, Imagine Institute, Paris, 75015, France
| | - Geoffroy Delplancq
- Service de Médecine Génomique des Maladies Rares, Hôpital Necker-Enfants Malades, APHP, Paris, 75015, France
| | - Marlene Rio
- Service de Médecine Génomique des Maladies Rares, Hôpital Necker-Enfants Malades, APHP, Paris, 75015, France
- Developmental Brain Disorders Laboratory, Université Paris Cité, INSERM, Imagine Institute, Paris, 75015, France
| | - Mélanie Parisot
- Genomics Core Facility, Université Paris Cité, Imagine Institute, Structure Fédérative de Recherche Necker, INSERM, CNRS, Paris, 75015, France
| | - Patrick Nitschké
- Bioinformatics Core Facility, Université Paris Cité, Imagine Institute, INSERM, Paris, 75015, France
| | - Cristina Rodriguez-Fontenla
- Grupo de Medicina Xenómica, Centre for Research in Molecular Medicine and Chronic Diseases, CIBERER, Universidade de Santiago de Compostela, Santiago, 15728, Spain
| | - Alison Bodineau
- Developmental Brain Disorders Laboratory, Université Paris Cité, INSERM, Imagine Institute, Paris, 75015, France
| | - Lucie Narcy
- Developmental Brain Disorders Laboratory, Université Paris Cité, INSERM, Imagine Institute, Paris, 75015, France
- Centre Référent des Troubles du Langage et des Apprentissages, Hôpital Raymond Poincaré, APHP, Garches, 92380, France
| | - Emilie Schlumberger
- Developmental Brain Disorders Laboratory, Université Paris Cité, INSERM, Imagine Institute, Paris, 75015, France
- Centre Référent des Troubles du Langage et des Apprentissages, Hôpital Raymond Poincaré, APHP, Garches, 92380, France
| | - Vincent Cantagrel
- Developmental Brain Disorders Laboratory, Université Paris Cité, INSERM, Imagine Institute, Paris, 75015, France
| | - Valérie Malan
- Service de Médecine Génomique des Maladies Rares, Hôpital Necker-Enfants Malades, APHP, Paris, 75015, France.
- Developmental Brain Disorders Laboratory, Université Paris Cité, INSERM, Imagine Institute, Paris, 75015, France.
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Carter JL, Halmai JANM, Waldo JJ, Vij PA, Anguiano M, Villegas IJ, Du YX, Nolta J, Fink KD. A de novo missense mutation in PPP2R5D alters dopamine pathways and morphology of iPSC-derived midbrain neurons. Stem Cells 2025; 43:sxae068. [PMID: 39460716 PMCID: PMC11811633 DOI: 10.1093/stmcls/sxae068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 08/27/2024] [Indexed: 10/28/2024]
Abstract
Induced pluripotent stem cell (iPSC) models of neurodevelopmental disorders (NDDs) have promoted an understanding of commonalities and differences within or across patient populations by revealing the underlying molecular and cellular mechanisms contributing to disease pathology. Here, we focus on developing a human model for PPP2R5D-related NDD, called Jordan syndrome, which has been linked to Early-Onset Parkinson's Disease (EOPD). Here we sought to understand the underlying molecular and cellular phenotypes across multiple cell states and neuronal subtypes in order to gain insight into Jordan syndrome pathology. Our work revealed that iPSC-derived midbrain neurons from Jordan syndrome patients display significant differences in dopamine-associated pathways and neuronal architecture. We then evaluated a CRISPR-based approach for editing heterozygous dominant G-to-A mutations at the transcript level in patient-derived neural stem cells. Our findings show that site-directed RNA editing is influenced by sgRNA length and cell type. These studies support the potential for a CRISPR RNA editor system to selectively edit mutant transcripts harboring G-to-A mutations in neural stem cells while providing an alternative editing technology for those suffering from NDDs.
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Affiliation(s)
- Jasmine L Carter
- Center for Interventional Genetics, University of California, Davis, Sacramento, CA 95817, United States
- MIND Institute, University of California, Davis, Sacramento, CA 95817, United States
- Stem Cell Program and Gene Therapy Center, University of California, Davis, Sacramento, CA 95817, United States
- Institute for Regenerative Cures, University of California, Davis, Sacramento, CA 95817, United States
- Department of Neurology, University of California Davis Health Systems, Sacramento, CA, United States
| | - Julian A N M Halmai
- Center for Interventional Genetics, University of California, Davis, Sacramento, CA 95817, United States
- MIND Institute, University of California, Davis, Sacramento, CA 95817, United States
- Stem Cell Program and Gene Therapy Center, University of California, Davis, Sacramento, CA 95817, United States
- Institute for Regenerative Cures, University of California, Davis, Sacramento, CA 95817, United States
- Department of Neurology, University of California Davis Health Systems, Sacramento, CA, United States
| | - Jennifer J Waldo
- Center for Interventional Genetics, University of California, Davis, Sacramento, CA 95817, United States
- MIND Institute, University of California, Davis, Sacramento, CA 95817, United States
- Stem Cell Program and Gene Therapy Center, University of California, Davis, Sacramento, CA 95817, United States
- Institute for Regenerative Cures, University of California, Davis, Sacramento, CA 95817, United States
- Department of Neurology, University of California Davis Health Systems, Sacramento, CA, United States
| | - Paula A Vij
- Center for Interventional Genetics, University of California, Davis, Sacramento, CA 95817, United States
- MIND Institute, University of California, Davis, Sacramento, CA 95817, United States
- Stem Cell Program and Gene Therapy Center, University of California, Davis, Sacramento, CA 95817, United States
- Institute for Regenerative Cures, University of California, Davis, Sacramento, CA 95817, United States
- Department of Neurology, University of California Davis Health Systems, Sacramento, CA, United States
| | - Maribel Anguiano
- Center for Neuroscience, University of California Davis, Sacramento, CA 95817, United States
| | - Isaac J Villegas
- Center for Interventional Genetics, University of California, Davis, Sacramento, CA 95817, United States
- MIND Institute, University of California, Davis, Sacramento, CA 95817, United States
- Stem Cell Program and Gene Therapy Center, University of California, Davis, Sacramento, CA 95817, United States
- Institute for Regenerative Cures, University of California, Davis, Sacramento, CA 95817, United States
- Department of Neurology, University of California Davis Health Systems, Sacramento, CA, United States
| | - Yu Xin Du
- Center for Interventional Genetics, University of California, Davis, Sacramento, CA 95817, United States
- MIND Institute, University of California, Davis, Sacramento, CA 95817, United States
- Stem Cell Program and Gene Therapy Center, University of California, Davis, Sacramento, CA 95817, United States
- Institute for Regenerative Cures, University of California, Davis, Sacramento, CA 95817, United States
- Department of Neurology, University of California Davis Health Systems, Sacramento, CA, United States
| | - Jan Nolta
- Stem Cell Program and Gene Therapy Center, University of California, Davis, Sacramento, CA 95817, United States
- Institute for Regenerative Cures, University of California, Davis, Sacramento, CA 95817, United States
| | - Kyle D Fink
- Center for Interventional Genetics, University of California, Davis, Sacramento, CA 95817, United States
- MIND Institute, University of California, Davis, Sacramento, CA 95817, United States
- Stem Cell Program and Gene Therapy Center, University of California, Davis, Sacramento, CA 95817, United States
- Institute for Regenerative Cures, University of California, Davis, Sacramento, CA 95817, United States
- Department of Neurology, University of California Davis Health Systems, Sacramento, CA, United States
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Alomarı O, Bebek O, Turkyilmaz A, Sager SG. Novel compound heterozygous P4HTM variants in a girl with developmental and epileptic encephalopathy: First case report of P4HTM variant-associated epileptic encephalopathy. Seizure 2025; 124:35-38. [PMID: 39612909 DOI: 10.1016/j.seizure.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: 08/18/2024] [Revised: 11/05/2024] [Accepted: 11/14/2024] [Indexed: 12/01/2024] Open
Abstract
BACKGROUND HIDEA syndrome (MIM: #618493) is a rare autosomal recessive disorder characterized by hypotonia, hypoventilation, intellectual disability, dysautonomia, epilepsy, and eye anomalies. We present the case of a Turkish female with developmental and epileptic encephalopathy, highlighting a novel compound heterozygous variation in the P4HTM gene. CASE PRESENTATION A 6-year and 11-month-old girl with early infantile epileptic encephalopathy and abnormal eye movements since the neonatal period has been presented to our clinic. Despite severe developmental delays and a happy demeanor, she showed significant hypotonia and autistic behaviors. Genetic testing revealed a novel heterozygous splice-site variant (c.436+1G>T) in intron 2 and a previously reported missense variant (c.934G>A; p.E312 K) in exon 6 of the P4HTM gene. Imaging showed cortical atrophy and thin corpus callosum, but no dystonia was observed. The patient's phenotype aligns with most reported cases of HIDEA syndrome, yet developmental epileptic encephalopathy had not been documented previously in such patients, emphasizing the uniqueness of this case. CONCLUSION This case is the first to associate P4HTM gene variants with epileptic encephalopathy, expanding the phenotypic spectrum of HIDEA syndrome. It underscores the importance of genetic testing and reanalysis in undiagnosed developmental and epileptic encephalopathies. The novel genetic variations identified in this study underscore the necessity for continuous genetic exploration and personalized clinical management to improve outcomes for patients with this rare but impactful syndrome. Finally, the association between developmental epileptic encephalopathy, the patient's clinical presentation, and EEG findings suggests a compelling link to the P4HTM gene.
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Affiliation(s)
- Omar Alomarı
- Hamidiye International School of Medicine, University of Health Sciences, 3400, Istanbul, Türkiye
| | - Ogun Bebek
- Karadeniz Technical University Faculty of Medicine, Trabzon, Turkey
| | - Ayberk Turkyilmaz
- Department of Medical Genetics, Karadeniz Technical University Faculty of Medicine, Trabzon, Turkey
| | - Safiye Gunes Sager
- Department of Pediatrics, University of Health Sciences Kartal Dr. Lutfi Kirdar City Hospital, Istanbul, Turkey.
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Li C, Wang Y, Zeng C, Huang B, Chen Y, Xue C, Liu L, Rong S, Lin Y. Trio-whole exome sequencing reveals the importance of de novo variants in children with intellectual disability and developmental delay. Sci Rep 2024; 14:27590. [PMID: 39528574 PMCID: PMC11555314 DOI: 10.1038/s41598-024-79431-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 11/08/2024] [Indexed: 11/16/2024] Open
Abstract
Understanding the genetic basis of developmental delay (DD) and intellectual disability (ID) remains a considerable clinical challenge. This study evaluated the clinical application of trio whole exome sequencing (WES) in children diagnosed with DD/ID. The study comprised 173 children with unexplained DD/ID. The participants underwent trio-WES and their demographic, clinical, and genetic characteristics were evaluated. Based on their clinical features, the participants were classified into two groups for further analysis: a syndromic DD/ID group and a non-syndromic DD/ID group. The genetic diagnostic yield of the 173 children diagnosed with DD/ID was 49.7% (86/173). This included 58 pathogenic or likely pathogenic single nucleotide variants (SNVs) in 41 genes identified across 54 individuals (31.2%) through trio-WES. Among these, 22 SNVs had not been previously reported. Additionally, 30 copy number variations (CNVs) were detected in 36 individuals (20.8%). The diagnostic yield in the syndromic DD/ID group was higher than that in the non-syndromic DD/ID group (57.8% vs. 47.2%, P < 0.001). Within the syndromic DD/ID subgroup, the diagnostic yield of the DD/ID with epilepsy subgroup (83.9%) was significantly higher than those of the other subgroups (P < 0.001). Based on the analysis of the individuals' clinical phenotypes, the individuals with facial dysmorphism shown a higher diagnostic yield (68.2%, P < 0.001). The diagnostic yield of SNVs was higher in the individuals with DD/ID accompanied by epilepsy, whereas the diagnostic yield of CNVs was higher in the DD/ID without epilepsy group. Similarly, the diagnostic yield of de novo SNVs was higher in the DD/ID with epilepsy group, while the diagnostic yield of de novo CNVs was higher in the DD/ID without epilepsy group (all P < 0.001). Trio-WES is a crucial tool for the genetic diagnosis of DD/ID, demonstrating a diagnostic yield of up to 49.7%. De novo variants in autosomal dominant genes are significant contributors to DD/ID, particularly in non-consanguineous families.
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Affiliation(s)
- Chengyan Li
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, No. 57, Renmin Avenue (South), Xiashan, Zhanjiang, 524000, Guangdong Province, People's Republic of China
| | - You Wang
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, No. 57, Renmin Avenue (South), Xiashan, Zhanjiang, 524000, Guangdong Province, People's Republic of China
| | - Cizheng Zeng
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, No. 57, Renmin Avenue (South), Xiashan, Zhanjiang, 524000, Guangdong Province, People's Republic of China
| | - Binglong Huang
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, No. 57, Renmin Avenue (South), Xiashan, Zhanjiang, 524000, Guangdong Province, People's Republic of China
| | - Yinhui Chen
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, No. 57, Renmin Avenue (South), Xiashan, Zhanjiang, 524000, Guangdong Province, People's Republic of China
| | - Chupeng Xue
- Department of Pediatrics, Shantou Central Hospital, ShanTou, 515000, Guangdong Province, People's Republic of China
| | - Ling Liu
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, No. 57, Renmin Avenue (South), Xiashan, Zhanjiang, 524000, Guangdong Province, People's Republic of China
| | - Shiwen Rong
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, No. 57, Renmin Avenue (South), Xiashan, Zhanjiang, 524000, Guangdong Province, People's Republic of China
| | - Yongwen Lin
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, No. 57, Renmin Avenue (South), Xiashan, Zhanjiang, 524000, Guangdong Province, People's Republic of China.
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Wang YJ, Li SX, Hu WG, Zhao LL, Lan M, Chen JL. Clinical characteristics of patients with P4HTM variant-associated epilepsy and therapeutic exploration: a case report and literature review. Front Neurol 2024; 15:1428076. [PMID: 39582684 PMCID: PMC11581967 DOI: 10.3389/fneur.2024.1428076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Accepted: 10/23/2024] [Indexed: 11/26/2024] Open
Abstract
The P4HTM gene encodes a transmembrane prolyl 4-hydroxylase, which is responsible for the degradation of hypoxia-inducible transcription factors (HIF) under normoxia. Clinically, biallelic P4HTM variants have been identified in patients with hypotonia, hypoventilation, intellectual disabilities, dysautonomia, epilepsy, and eye abnormalities (HIDEA syndrome). Seizure was one of the most prominent symptoms. However, the clinical features of patients with epilepsy associated with P4HTM variants remain unclear. In this report, we describe a one-month-old infant with HIDEA syndrome caused by compound heterozygous P4HTM variants (c.300dupG/p.Gly103Argfs*22 and c.488C > T/p.Ala163Val). The infant presented with clonic seizures of focal onset that responded well to valproate, but with profound intellectual disability and global developmental delay at the last follow-up at 3 years old. A review of the existing literature indicates that seizures in this population typically begin early in infancy, manifest in multiple types, and are relatively well controlled. Epilepsy seemed unrelated to developmental outcomes or disease progression. Valproate, which has HIF-1α inhibiting properties, may be a promising treatment avenue for this population.
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Affiliation(s)
- Yan-Juan Wang
- Department of Pediatric Neurology, Chengdu Women’s and Children’s Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Si-Xiu Li
- Department of Pediatric Neurology, Chengdu Women’s and Children’s Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- Institute of Electronic and Information Engineering of UESTC in Guangdong, Dongguan, China
| | - Wen-Guang Hu
- Department of Pediatric Neurology, Chengdu Women’s and Children’s Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Li-Li Zhao
- Department of Pediatric Neurology, Chengdu Women’s and Children’s Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Mingping Lan
- Department of Pediatric Neurology, Chengdu Women’s and Children’s Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Jia-Lei Chen
- Department of Pediatric Neurology, Chengdu Women’s and Children’s Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
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Ben-Mahmoud A, Gupta V, Abdelaleem A, Thompson R, Aden A, Mbarek H, Saad C, Tolefat M, Alshaban F, Stanton LW, Kim HG. Genome Sequencing Identifies 13 Novel Candidate Risk Genes for Autism Spectrum Disorder in a Qatari Cohort. Int J Mol Sci 2024; 25:11551. [PMID: 39519104 PMCID: PMC11547081 DOI: 10.3390/ijms252111551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Revised: 10/22/2024] [Accepted: 10/23/2024] [Indexed: 11/16/2024] Open
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental condition characterized by deficits in social communication, restricted interests, and repetitive behaviors. Despite considerable research efforts, the genetic complexity of ASD remains poorly understood, complicating diagnosis and treatment, especially in the Arab population, with its genetic diversity linked to migration, tribal structures, and high consanguinity. To address the scarcity of ASD genetic data in the Middle East, we conducted genome sequencing (GS) on 50 ASD subjects and their unaffected parents. Our analysis revealed 37 single-nucleotide variants from 36 candidate genes and over 200 CGG repeats in the FMR1 gene in one subject. The identified variants were classified as uncertain, likely pathogenic, or pathogenic based on in-silico algorithms and ACMG criteria. Notably, 52% of the identified variants were homozygous, indicating a recessive genetic architecture to ASD in this population. This finding underscores the significant impact of high consanguinity within the Qatari population, which could be utilized in genetic counseling/screening program in Qatar. We also discovered single nucleotide variants in 13 novel genes not previously associated with ASD: ARSF, BAHD1, CHST7, CUL2, FRMPD3, KCNC4, LFNG, RGS4, RNF133, SCRN2, SLC12A8, USP24, and ZNF746. Our investigation categorized the candidate genes into seven groups, highlighting their roles in cognitive development, including the ubiquitin pathway, transcription factors, solute carriers, kinases, glutamate receptors, chromatin remodelers, and ion channels.
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Affiliation(s)
- Afif Ben-Mahmoud
- Neurological Disorder Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation, Doha 5825, Qatar; (A.B.-M.); (V.G.); (A.A.); (R.T.); (A.A.); (F.A.)
| | - Vijay Gupta
- Neurological Disorder Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation, Doha 5825, Qatar; (A.B.-M.); (V.G.); (A.A.); (R.T.); (A.A.); (F.A.)
| | - Alice Abdelaleem
- Neurological Disorder Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation, Doha 5825, Qatar; (A.B.-M.); (V.G.); (A.A.); (R.T.); (A.A.); (F.A.)
- Medical Molecular Genetics Department, Human Genetics and Genome Research Institute, National Research Centre, Cairo 8854, Egypt
| | - Richard Thompson
- Neurological Disorder Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation, Doha 5825, Qatar; (A.B.-M.); (V.G.); (A.A.); (R.T.); (A.A.); (F.A.)
| | - Abdi Aden
- Neurological Disorder Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation, Doha 5825, Qatar; (A.B.-M.); (V.G.); (A.A.); (R.T.); (A.A.); (F.A.)
| | - Hamdi Mbarek
- Qatar Genome Program, Qatar Foundation Research, Development and Innovation, Qatar Foundation, Doha 5825, Qatar; (H.M.); (C.S.)
| | - Chadi Saad
- Qatar Genome Program, Qatar Foundation Research, Development and Innovation, Qatar Foundation, Doha 5825, Qatar; (H.M.); (C.S.)
| | - Mohamed Tolefat
- Shafallah Center for Children with Disabilities, Doha 2713, Qatar;
| | - Fouad Alshaban
- Neurological Disorder Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation, Doha 5825, Qatar; (A.B.-M.); (V.G.); (A.A.); (R.T.); (A.A.); (F.A.)
| | - Lawrence W. Stanton
- Neurological Disorder Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation, Doha 5825, Qatar; (A.B.-M.); (V.G.); (A.A.); (R.T.); (A.A.); (F.A.)
| | - Hyung-Goo Kim
- Neurological Disorder Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation, Doha 5825, Qatar; (A.B.-M.); (V.G.); (A.A.); (R.T.); (A.A.); (F.A.)
- Department of Neurosurgery, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, NJ 08854, USA
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7
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Pande S, Majethia P, Nair K, Rao LP, Mascarenhas S, Kaur N, do Rosario MC, Neethukrishna K, Chaurasia A, Hunakunti B, Jadhav N, Xavier S, Kumar J, Bhat V, Bhavani GS, Narayanan DL, Yatheesha BL, Patil SJ, Nampoothiri S, Kamath N, Aroor S, Bhat Y R, Lewis LE, Sharma S, Bajaj S, Sankhyan N, Siddiqui S, Nayak SS, Bielas S, Girisha KM, Shukla A. De novo variants underlying monogenic syndromes with intellectual disability in a neurodevelopmental cohort from India. Eur J Hum Genet 2024; 32:1291-1298. [PMID: 38114583 PMCID: PMC7616498 DOI: 10.1038/s41431-023-01513-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 09/21/2023] [Accepted: 11/27/2023] [Indexed: 12/21/2023] Open
Abstract
The contribution of de novo variants as a cause of intellectual disability (ID) is well established in several cohorts reported from the developed world. However, the genetic landscape as well as the appropriate testing strategies for identification of de novo variants of these disorders remain largely unknown in low-and middle-income countries like India. In this study, we delineate the clinical and genotypic spectrum of 54 families (55 individuals) with syndromic ID harboring rare de novo variants. We also emphasize on the effectiveness of singleton exome sequencing as a valuable tool for diagnosing these disorders in resource limited settings. Overall, 46 distinct disorders were identified encompassing 46 genes with 51 single-nucleotide variants and/or indels and two copy-number variants. Pathogenic variants were identified in CREBBP, TSC2, KMT2D, MECP2, IDS, NIPBL, NSD1, RIT1, SOX10, BRWD3, FOXG1, BCL11A, KDM6B, KDM5C, SETD5, QRICH1, DCX, SMARCD1, ASXL1, ASXL3, AKT3, FBN2, TCF12, WASF1, BRAF, SMARCA4, SMARCA2, TUBG1, KMT2A, CTNNB1, DLG4, MEIS2, GATAD2B, FBXW7, ANKRD11, ARID1B, DYNC1H1, HIVEP2, NEXMIF, ZBTB18, SETD1B, DYRK1A, SRCAP, CASK, L1CAM, and KRAS. Twenty-four of these monogenic disorders have not been previously reported in the Indian population. Notably, 39 out of 53 (74%) disease-causing variants are novel. These variants were identified in the genes mainly encoding transcriptional and chromatin regulators, serine threonine kinases, lysosomal enzymes, molecular motors, synaptic proteins, neuronal migration machinery, adhesion molecules, structural proteins and signaling molecules.
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Affiliation(s)
- Shruti Pande
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Purvi Majethia
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Karthik Nair
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Lakshmi Priya Rao
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Selinda Mascarenhas
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Namanpreet Kaur
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Michelle C do Rosario
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Kausthubham Neethukrishna
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Ankur Chaurasia
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
- Division of Evolution, Infection and Genomics, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, M13 9PL, United Kingdom
| | - Bhagesh Hunakunti
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Nalesh Jadhav
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Sruthy Xavier
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Jeevan Kumar
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Vivekananda Bhat
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Gandham SriLakshmi Bhavani
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Dhanya Lakshmi Narayanan
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - B L Yatheesha
- Dheemahi Child Neurology and Development Center, Shivamogga, India
| | - Siddaramappa J Patil
- Division of Medical Genetics, Mazumdar Shaw Medical Center, Narayana Hrudayalaya Hospitals, Bangalore, India
| | - Sheela Nampoothiri
- Department of Pediatric Genetics, Amrita Institute of Medical Sciences & Research Centre, Cochin, India
| | - Nutan Kamath
- Department of Paediatrics, Kasturba Medical College, Mangalore, Manipal Academy of Higher Education, Manipal, India
| | - Shrikiran Aroor
- Department of Paediatrics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Ramesh Bhat Y
- Department of Paediatrics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Leslie E Lewis
- Department of Paediatrics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Suvasini Sharma
- Neurology Division, Department of Pediatrics, Lady Hardinge Medical College and Associated Kalawati Saran Children's Hospital, New Delhi, India
| | | | - Naveen Sankhyan
- Pediatric Neurology Unit, Department of Pediatrics, Advanced Pediatrics Centre, Postgraduate Institute of Medical Education & Research, Chandigarh, India
| | - Shahyan Siddiqui
- Department of Neuro and Vascular Interventional Radiology, Yashoda Hospitals, Secunderabad, Hyderabad, India
| | - Shalini S Nayak
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Stephanie Bielas
- Department of Human Genetics, University of Michigan, Ann Arbor, MI, United States of America
| | - Katta Mohan Girisha
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
- Suma Genomics Private Limited, Manipal Center for Biotherapeutics Research, Manipal Academy of Higher Education, Manipal, India
- Department of Genetics, College of Medicine & Health Sciences, Sultan Qaboos University, Muscat, Oman
| | - Anju Shukla
- Department of Medical Genetics, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India.
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8
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Hayden AN, Brandel KL, Pietryk EW, Merlau PR, Vijayakumar P, Leptich EJ, Gaytan ES, Williams MI, Ni CW, Chao HT, Rosenfeld JA, Arey RN. Behavioral screening reveals a conserved residue in Y-Box RNA-binding protein required for associative learning and memory in C. elegans. PLoS Genet 2024; 20:e1011443. [PMID: 39423228 PMCID: PMC11524487 DOI: 10.1371/journal.pgen.1011443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 10/30/2024] [Accepted: 09/30/2024] [Indexed: 10/21/2024] Open
Abstract
RNA-binding proteins (RBPs) regulate translation and plasticity which are required for memory. RBP dysfunction has been linked to a range of neurological disorders where cognitive impairments are a key symptom. However, of the 2,000 RBPs in the human genome, many are uncharacterized with regards to neurological phenotypes. To address this, we used the model organism C. elegans to assess the role of 20 conserved RBPs in memory. We identified eight previously uncharacterized memory regulators, three of which are in the C. elegans Y-Box (CEY) RBP family. Of these, we determined that cey-1 is the closest ortholog to the mammalian Y-Box (YBX) RBPs. We found that CEY-1 is both necessary in the nervous system for memory ability and sufficient to promote memory. Leveraging human datasets, we found both copy number variation losses and single nucleotide variants in YBX1 and YBX3 in individuals with neurological symptoms. We identified one predicted deleterious YBX3 variant of unknown significance, p.Asn127Tyr, in two individuals with neurological symptoms. Introducing this variant into endogenous cey-1 locus caused memory deficits in the worm. We further generated two humanized worm lines expressing human YBX3 or YBX1 at the cey-1 locus to test evolutionary conservation of YBXs in memory and the potential functional significance of the p.Asn127Tyr variant. Both YBX1/3 can functionally replace cey-1, and introduction of p.Asn127Tyr into the humanized YBX3 locus caused memory deficits. Our study highlights the worm as a model to reveal memory regulators and identifies YBX dysfunction as a potential new source of rare neurological disease.
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Affiliation(s)
- Ashley N. Hayden
- Department of Neuroscience, Baylor College of Medicine, Houston, Texas, United States of America
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas, United States of America
| | - Katie L. Brandel
- Department of Neuroscience, Baylor College of Medicine, Houston, Texas, United States of America
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas, United States of America
| | - Edward W. Pietryk
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas, United States of America
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America
| | - Paul R. Merlau
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas, United States of America
| | - Priyadharshini Vijayakumar
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas, United States of America
| | - Emily J. Leptich
- Department of Neuroscience, Baylor College of Medicine, Houston, Texas, United States of America
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas, United States of America
| | - Elizabeth S. Gaytan
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas, United States of America
- Postbaccalaureate Research Education Program, Baylor College of Medicine, Houston, Texas, United States of America
| | - Meredith I. Williams
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas, United States of America
| | - Connie W. Ni
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas, United States of America
- Department of Neuroscience, Rice University, Houston, Texas, United States of America
| | - Hsiao-Tuan Chao
- Department of Neuroscience, Baylor College of Medicine, Houston, Texas, United States of America
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America
- Department of Pediatrics, Division of Neurology and Developmental Neuroscience, Baylor College of Medicine, Houston, Texas, United States of America
- Cain Pediatric Neurology Research Foundation Laboratories, Jan and Dan Duncan Neurological Research Institute, Texas Children’s Hospital, Houston, Texas, United States of America
- McNair Medical Institute, The Robert and Janice McNair Foundation, Houston, Texas, United States of America
| | - Jill A. Rosenfeld
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America
- Baylor Genetics Laboratories, Houston, Texas, United States of America
| | - Rachel N. Arey
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas, United States of America
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, United States of America
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9
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Schrauwen I, Rajendran Y, Acharya A, Öhman S, Arvio M, Paetau R, Siren A, Avela K, Granvik J, Leal SM, Määttä T, Kokkonen H, Järvelä I. Optical genome mapping unveils hidden structural variants in neurodevelopmental disorders. Sci Rep 2024; 14:11239. [PMID: 38755281 PMCID: PMC11099145 DOI: 10.1038/s41598-024-62009-y] [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: 01/04/2024] [Accepted: 05/13/2024] [Indexed: 05/18/2024] Open
Abstract
While short-read sequencing currently dominates genetic research and diagnostics, it frequently falls short of capturing certain structural variants (SVs), which are often implicated in the etiology of neurodevelopmental disorders (NDDs). Optical genome mapping (OGM) is an innovative technique capable of capturing SVs that are undetectable or challenging-to-detect via short-read methods. This study aimed to investigate NDDs using OGM, specifically focusing on cases that remained unsolved after standard exome sequencing. OGM was performed in 47 families using ultra-high molecular weight DNA. Single-molecule maps were assembled de novo, followed by SV and copy number variant calling. We identified 7 variants of interest, of which 5 (10.6%) were classified as likely pathogenic or pathogenic, located in BCL11A, OPHN1, PHF8, SON, and NFIA. We also identified an inversion disrupting NAALADL2, a gene which previously was found to harbor complex rearrangements in two NDD cases. Variants in known NDD genes or candidate variants of interest missed by exome sequencing mainly consisted of larger insertions (> 1kbp), inversions, and deletions/duplications of a low number of exons (1-4 exons). In conclusion, in addition to improving molecular diagnosis in NDDs, this technique may also reveal novel NDD genes which may harbor complex SVs often missed by standard sequencing techniques.
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Affiliation(s)
- Isabelle Schrauwen
- Department of Neurology, Center for Statistical Genetics, Gertrude H. Sergievsky Center, Columbia University Medical Center, Columbia University, 630 W 168Th St, New York, NY, 10032, USA.
| | - Yasmin Rajendran
- Department of Neurology, Center for Statistical Genetics, Gertrude H. Sergievsky Center, Columbia University Medical Center, Columbia University, 630 W 168Th St, New York, NY, 10032, USA
| | - Anushree Acharya
- Department of Neurology, Center for Statistical Genetics, Gertrude H. Sergievsky Center, Columbia University Medical Center, Columbia University, 630 W 168Th St, New York, NY, 10032, USA
| | | | - Maria Arvio
- Päijät-Häme Wellbeing Services, Neurology, Lahti, Finland
| | - Ritva Paetau
- Department of Child Neurology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Auli Siren
- Kanta-Häme Central Hospital, Hämeenlinna, Finland
| | - Kristiina Avela
- Institute of Biomedicine, University of Turku, Turku, Finland
| | - Johanna Granvik
- The Wellbeing Services County of Ostrobothnia, Kokkola, Finland
| | - Suzanne M Leal
- Department of Neurology, Center for Statistical Genetics, Gertrude H. Sergievsky Center, Columbia University Medical Center, Columbia University, 630 W 168Th St, New York, NY, 10032, USA
- Taub Institute for Alzheimer's Disease and the Aging Brain, Columbia University Medical Center, New York, NY, USA
| | - Tuomo Määttä
- The Wellbeing Services County of Kainuu, Kajaani, Finland
| | - Hannaleena Kokkonen
- Northern Finland Laboratory Centre NordLab and Medical Research Centre, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Irma Järvelä
- Department of Medical Genetics, University of Helsinki, Helsinki, Finland
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10
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Hayden AN, Brandel KL, Merlau PR, Vijayakumar P, Leptich EJ, Pietryk EW, Gaytan ES, Ni CW, Chao HT, Rosenfeld JA, Arey RN. Behavioral screening of conserved RNA-binding proteins reveals CEY-1/YBX RNA-binding protein dysfunction leads to impairments in memory and cognition. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.05.574402. [PMID: 38260399 PMCID: PMC10802296 DOI: 10.1101/2024.01.05.574402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
RNA-binding proteins (RBPs) regulate translation and plasticity which are required for memory. RBP dysfunction has been linked to a range of neurological disorders where cognitive impairments are a key symptom. However, of the 2,000 RBPs in the human genome, many are uncharacterized with regards to neurological phenotypes. To address this, we used the model organism C. elegans to assess the role of 20 conserved RBPs in memory. We identified eight previously uncharacterized memory regulators, three of which are in the C. elegans Y-Box (CEY) RBP family. Of these, we determined that cey-1 is the closest ortholog to the mammalian Y-Box (YBX) RBPs. We found that CEY-1 is both necessary in the nervous system for memory ability and sufficient to increase memory. Leveraging human datasets, we found both copy number variation losses and single nucleotide variants in YBX1 and YBX3 in individuals with neurological symptoms. We identified one predicted deleterious YBX3 variant of unknown significance, p.Asn127Tyr, in two individuals with neurological symptoms. Introducing this variant into endogenous cey-1 locus caused memory deficits in the worm. We further generated two humanized worm lines expressing human YBX3 or YBX1 at the cey-1 locus to test evolutionary conservation of YBXs in memory and the potential functional significance of the p.Asn127Tyr variant. Both YBX1/3 can functionally replace cey-1, and introduction of p.Asn127Tyr into the humanized YBX3 locus caused memory deficits. Our study highlights the worm as a model to reveal memory regulators and identifies YBX dysfunction as a potential new source of rare neurological disease.
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Affiliation(s)
- Ashley N Hayden
- Department of Neuroscience, Baylor College of Medicine, Houston, TX 77030
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX, 77030
| | - Katie L Brandel
- Department of Neuroscience, Baylor College of Medicine, Houston, TX 77030
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX, 77030
| | - Paul R Merlau
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX, 77030
| | | | - Emily J Leptich
- Department of Neuroscience, Baylor College of Medicine, Houston, TX 77030
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX, 77030
| | - Edward W Pietryk
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX, 77030
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030
| | - Elizabeth S Gaytan
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX, 77030
- Postbaccalaureate Research Education Program, Baylor College of Medicine, Houston, TX, 77030
| | - Connie W Ni
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX, 77030
- Department of Neuroscience, Rice University, Houston, TX 77005
| | - Hsiao-Tuan Chao
- Department of Neuroscience, Baylor College of Medicine, Houston, TX 77030
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030
- Department of Pediatrics, Division of Neurology and Developmental Neuroscience, Baylor College of Medicine, Houston, TX, 77030
- Cain Pediatric Neurology Research Foundation Laboratories, Jan and Dan Duncan Neurological Research Institute, Texas Children’s Hospital, Houston, TX, 77030
- McNair Medical Institute, The Robert and Janice McNair Foundation, Houston, TX, 77030
| | - Jill A Rosenfeld
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030
- Baylor Genetics Laboratories, Houston, TX 77021
| | - Rachel N Arey
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX, 77030
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030
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11
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Urpa L, Kurki MI, Rahikkala E, Hämäläinen E, Salomaa V, Suvisaari J, Keski-Filppula R, Rauhala M, Korpi-Heikkilä S, Komulainen-Ebrahim J, Helander H, Vieira P, Uusimaa J, Moilanen JS, Körkkö J, Singh T, Kuismin O, Pietiläinen O, Palotie A, Daly MJ. Evidence for the additivity of rare and common variant burden throughout the spectrum of intellectual disability. Eur J Hum Genet 2024; 32:576-583. [PMID: 38467730 PMCID: PMC11061114 DOI: 10.1038/s41431-024-01581-3] [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: 07/11/2023] [Revised: 01/19/2024] [Accepted: 02/22/2024] [Indexed: 03/13/2024] Open
Abstract
Intellectual disability (ID) is a common disorder, yet there is a wide spectrum of impairment from mild to profoundly affected individuals. Mild ID is seen as the low extreme of the general distribution of intelligence, while severe ID is often seen as a monogenic disorder caused by rare, pathogenic, highly penetrant variants. To investigate the genetic factors influencing mild and severe ID, we evaluated rare and common variation in the Northern Finland Intellectual Disability cohort (n = 1096 ID patients), a cohort with a high percentage of mild ID (n = 550) and from a population bottleneck enriched in rare, damaging variation. Despite this enrichment, we found only a small percentage of ID was due to recessive Finnish-enriched variants (0.5%). A larger proportion was linked to dominant variation, with a significant burden of rare, damaging variation in both mild and severe ID. This rare variant burden was enriched in more severe ID (p = 2.4e-4), patients without a relative with ID (p = 4.76e-4), and in those with features associated with monogenic disorders. We also found a significant burden of common variants associated with decreased cognitive function, with no difference between mild and more severe ID. When we included common and rare variants in a joint model, the rare and common variants had additive effects in both mild and severe ID. A multimodel inference approach also found that common and rare variants together best explained ID status (ΔAIC = 16.8, ΔBIC = 10.2). Overall, we report evidence for the additivity of rare and common variant burden throughout the spectrum of intellectual disability.
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Affiliation(s)
- Lea Urpa
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
| | - Mitja I Kurki
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- The Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
| | - Elisa Rahikkala
- Research Unit of Clinical Medicine, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Clinical Genetics, Oulu University Hospital, Oulu, Finland
| | - Eija Hämäläinen
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - Veikko Salomaa
- Finnish Institute for Health and Welfare, Helsinki, Finland
| | | | - Riikka Keski-Filppula
- Research Unit of Clinical Medicine, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Clinical Genetics, Oulu University Hospital, Oulu, Finland
| | - Merja Rauhala
- Oulu University Hospital, Center for Intellectual Disability Care, Oulu, Finland
- Intellectual Disability Department, Wellbeing services, County of Kainuu, Kajaani, Finland
| | - Satu Korpi-Heikkilä
- Oulu University Hospital, Center for Intellectual Disability Care, Oulu, Finland
- The Social Insurance Institution of Finland (KELA), Oulu, Finland
| | - Jonna Komulainen-Ebrahim
- Research Unit of Clinical Medicine, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Pediatrics and Adolescent Medicine, Unit of Child Neurology, Oulu University Hospital, Oulu, Finland
| | - Heli Helander
- Research Unit of Clinical Medicine, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Pediatrics and Adolescent Medicine, Unit of Child Neurology, Oulu University Hospital, Oulu, Finland
| | - Päivi Vieira
- Research Unit of Clinical Medicine, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Pediatrics and Adolescent Medicine, Unit of Child Neurology, Oulu University Hospital, Oulu, Finland
| | - Johanna Uusimaa
- Research Unit of Clinical Medicine, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Pediatrics and Adolescent Medicine, Unit of Child Neurology, Oulu University Hospital, Oulu, Finland
| | - Jukka S Moilanen
- Research Unit of Clinical Medicine, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Clinical Genetics, Oulu University Hospital, Oulu, Finland
| | - Jarmo Körkkö
- Oulu University Hospital, Center for Intellectual Disability Care, Oulu, Finland
| | - Tarjinder Singh
- Department of Psychiatry, Columbia University, New York, NY, 10032, USA
- New York Genome Center, New York, NY, 10013, USA
- Mortimer B. Zuckerman Mind Brain and Behavioral Institute, Columbia University, New York, NY, 10027, USA
| | - Outi Kuismin
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- Research Unit of Clinical Medicine, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
- Department of Clinical Genetics, Oulu University Hospital, Oulu, Finland
| | - Olli Pietiläinen
- The Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- HiLIFE Neuroscience Center, University of Helsinki, Helsinki, Finland
| | - Aarno Palotie
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- The Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Mark J Daly
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- The Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
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12
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Lopes-Marques M, Mort M, Carneiro J, Azevedo A, Amaro AP, Cooper DN, Azevedo L. Meta-analysis of 46,000 germline de novo mutations linked to human inherited disease. Hum Genomics 2024; 18:20. [PMID: 38395944 PMCID: PMC10885371 DOI: 10.1186/s40246-024-00587-8] [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: 11/10/2023] [Accepted: 02/15/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND De novo mutations (DNMs) are variants that occur anew in the offspring of noncarrier parents. They are not inherited from either parent but rather result from endogenous mutational processes involving errors of DNA repair/replication. These spontaneous errors play a significant role in the causation of genetic disorders, and their importance in the context of molecular diagnostic medicine has become steadily more apparent as more DNMs have been reported in the literature. In this study, we examined 46,489 disease-associated DNMs annotated by the Human Gene Mutation Database (HGMD) to ascertain their distribution across gene and disease categories. RESULTS Most disease-associated DNMs reported to date are found to be associated with developmental and psychiatric disorders, a reflection of the focus of sequencing efforts over the last decade. Of the 13,277 human genes in which DNMs have so far been found, the top-10 genes with the highest proportions of DNM relative to gene size were H3-3 A, DDX3X, CSNK2B, PURA, ZC4H2, STXBP1, SCN1A, SATB2, H3-3B and TUBA1A. The distribution of CADD and REVEL scores for both disease-associated DNMs and those mutations not reported to be de novo revealed a trend towards higher deleteriousness for DNMs, consistent with the likely lower selection pressure impacting them. This contrasts with the non-DNMs, which are presumed to have been subject to continuous negative selection over multiple generations. CONCLUSION This meta-analysis provides important information on the occurrence and distribution of disease-associated DNMs in association with heritable disease and should make a significant contribution to our understanding of this major type of mutation.
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Affiliation(s)
- Mónica Lopes-Marques
- CIIMAR-Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Porto, Portugal
| | - Matthew Mort
- Institute of Medical Genetics, School of Medicine, Cardiff University, Cardiff, UK
| | - João Carneiro
- CIIMAR-Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Porto, Portugal
| | - António Azevedo
- CHUdSA-Centro Hospitalar Universitário de Santo António, Porto, Portugal
- UMIB-Unit for Multidisciplinary Research in Biomedicine, ICBAS - School of Medicine and Biomedical Sciences, University of Porto, Porto, Portugal
- ITR - Laboratory for Integrative and Translational Research in Population Health, Porto, Portugal
| | - Andreia P Amaro
- UMIB-Unit for Multidisciplinary Research in Biomedicine, ICBAS - School of Medicine and Biomedical Sciences, University of Porto, Porto, Portugal
- ITR - Laboratory for Integrative and Translational Research in Population Health, Porto, Portugal
| | - David N Cooper
- Institute of Medical Genetics, School of Medicine, Cardiff University, Cardiff, UK
| | - Luísa Azevedo
- UMIB-Unit for Multidisciplinary Research in Biomedicine, ICBAS - School of Medicine and Biomedical Sciences, University of Porto, Porto, Portugal.
- ITR - Laboratory for Integrative and Translational Research in Population Health, Porto, Portugal.
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13
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Esmaeilzadeh E, Jafari Harandi A, Astaraki F, Khorram Khorshid HR. Discriminative features in White-Sutton syndrome: literature review and first report in Iran. Psychiatr Genet 2024; 34:8-14. [PMID: 38019139 DOI: 10.1097/ypg.0000000000000358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2023]
Abstract
White-Sutton Syndrome is one of the rare neurodevelopmental disorder inherited in an autosomal dominant manner, mainly caused by de novo mutations in the POGZ gene and shows many phenotypic signs such as intellectual disability, Autism Spectrum Disorder and other spectra. About 70 patients with this syndrome have been reported worldwide. In this paper, we have described different phenotypic features of the White-Sutton Syndrome with a brief review of recent literatures. Finally, we have reported an Iranian male with intellectual disability and visual impairment. We have explained the clinical symptoms of the patient and have compared the patient's phenotype with existing data from individuals with White-Sutton Syndrome. The results of Whole Exome Sequencing test, performed for the patient, declared the presence of a de novo mutation in POGZ gene and confirmed the White-Sutton Syndrome diagnosis.
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14
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Pan X, Liu S, Feng X, Liu L, Zhang X, Qian G, Liang N, Yao H, Dong X, Tan B. Whole exome sequencing and transcriptome analysis in two unrelated patients with novel SET mutations. J Hum Genet 2023; 68:867-874. [PMID: 37737486 DOI: 10.1038/s10038-023-01196-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Revised: 09/01/2023] [Accepted: 09/10/2023] [Indexed: 09/23/2023]
Abstract
The human SET nuclear proto-oncogene (SET) gene is a protein-coding gene that encodes proteins that affects chromatin remodeling and gene transcription. Mutations in the SET gene have been reported to cause intellectual disability (ID) and epilepsy. In this study, we collected and analyzed clinical, genetic, and transcript features of two unrelated Chinese patients with ID. Both patients were characterized by moderate intellectual disability. Whole-exome sequencing identified two novel heterozygous mutations in the SET gene: NM_001122821.1:c.532-3 T > A and NM_001122821.1:c.3 G > C (p.0?). Additionally, RNA sequencing revealed widespread dysregulation of genes involved in NF-kB signaling and neuronal system in these two patients. To our knowledge, this is the first report of SET mutations causing ID in the Chinese population, broadening the genetic and ethnic spectrum of SET-related disorders and highlighting the importance of screening for SET gene variants.
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Affiliation(s)
- Xin Pan
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Sihan Liu
- Institute of Rare Diseases, West China Hospital of Sichuan University, Chengdu, China
| | - Xiaoshu Feng
- Institute of Rare Diseases, West China Hospital of Sichuan University, Chengdu, China
| | - Li Liu
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xu Zhang
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Guanhua Qian
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Na Liang
- College of Computer Science, Chongqing University, Chongqing, China
| | - Hong Yao
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xiaojing Dong
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Bo Tan
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
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15
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Li N, Kang H, Zou Y, Liu Z, Deng Y, Wang M, Li L, Qin H, Qiu X, Wang Y, Zhu J, Agostino M, Heng JIT, Yu P. A novel heterozygous ZBTB18 missense mutation in a family with non-syndromic intellectual disability. Neurogenetics 2023; 24:251-262. [PMID: 37525067 DOI: 10.1007/s10048-023-00727-7] [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: 05/04/2023] [Accepted: 07/20/2023] [Indexed: 08/02/2023]
Abstract
Intellectual disability (ID) is a common neurodevelopmental disorder characterized by significantly impaired adaptive behavior and cognitive capacity. High throughput sequencing approaches have revealed the genetic etiologies for 25-50% of ID patients, while inherited genetic mutations were detected in <5% cases. Here, we investigated the genetic cause for non-syndromic ID in a Han Chinese family. Whole genome sequencing was performed on identical twin sisters diagnosed with ID, their respective children, and their asymptomatic parents. Data was filtered for rare variants, and in silico prediction tools were used to establish pathogenic alleles. Candidate mutations were validated by Sanger sequencing. In silico modeling was used to evaluate the mutation's effects on the protein encoded by a candidate coding gene. A novel heterozygous variant in the ZBTB18 gene c.1323C>G (p.His441Gln) was identified. This variant co-segregated with affected individuals in an autosomal dominant pattern and was not detected in asymptomatic family members. Molecular studies reveal that a p.His441Gln substitution disrupts zinc binding within the second zinc finger and disrupts the capacity for ZBTB18 to bind DNA. This is the first report of an inherited ZBTB18 mutation for ID. This study further validates WGS for the accurate molecular diagnosis of ID.
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Affiliation(s)
- Nana Li
- National Center for Birth Defect Monitoring, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, Sichuan, China
| | - Hong Kang
- National Center for Birth Defect Monitoring, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, Sichuan, China
| | - Yanna Zou
- Department of Gynaecology and Obstetrics, Changyi Maternal and Child Care Hospital, Weifang, Shandong, China
| | - Zhen Liu
- National Center for Birth Defect Monitoring, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, Sichuan, China
| | - Ying Deng
- National Center for Birth Defect Monitoring, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, Sichuan, China
| | - Meixian Wang
- National Center for Birth Defect Monitoring, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, Sichuan, China
| | - Lu Li
- National Center for Birth Defect Monitoring, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, Sichuan, China
| | - Hong Qin
- Department of Gynaecology and Obstetrics, Wuhou District People's Hospital, Chengdu, Sichuan, China
| | - Xiaoqiong Qiu
- Department of Obstetrics and Gynecology, Pidu District People's Hospital, Chengdu, China
| | - Yanping Wang
- National Center for Birth Defect Monitoring, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, Sichuan, China
| | - Jun Zhu
- National Center for Birth Defect Monitoring, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, Sichuan, China
| | - Mark Agostino
- Faculty of Health Sciences, Curtin University, Bentley, Australia
- Curtin Institute for Computation, Curtin University, Bentley, Australia
- Curtin Medical School, Curtin University, Bentley, Australia
| | - Julian I-T Heng
- Faculty of Health Sciences, Curtin University, Bentley, Australia.
| | - Ping Yu
- National Center for Birth Defect Monitoring, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, Sichuan, China.
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16
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Chung CCY, Hue SPY, Ng NYT, Doong PHL, Chu ATW, Chung BHY. Meta-analysis of the diagnostic and clinical utility of exome and genome sequencing in pediatric and adult patients with rare diseases across diverse populations. Genet Med 2023; 25:100896. [PMID: 37191093 DOI: 10.1016/j.gim.2023.100896] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 05/07/2023] [Accepted: 05/10/2023] [Indexed: 05/17/2023] Open
Abstract
PURPOSE This meta-analysis aims to compare the diagnostic and clinical utility of exome sequencing (ES) vs genome sequencing (GS) in pediatric and adult patients with rare diseases across diverse populations. METHODS A meta-analysis was conducted to identify studies from 2011 to 2021. RESULTS One hundred sixty-one studies across 31 countries/regions were eligible, featuring 50,417 probands of diverse populations. Diagnostic rates of ES (0.38, 95% CI 0.36-0.40) and GS (0.34, 95% CI 0.30-0.38) were similar (P = .1). Within-cohort comparison illustrated 1.2-times odds of diagnosis by GS over ES (95% CI 0.79-1.83, P = .38). GS studies discovered a higher range of novel genes than ES studies; yet, the rate of variant of unknown significance did not differ (P = .78). Among high-quality studies, clinical utility of GS (0.77, 95% CI 0.64-0.90) was higher than that of ES (0.44, 95% CI 0.30-0.58) (P < .01). CONCLUSION This meta-analysis provides an important update to demonstrate the similar diagnostic rates between ES and GS and the higher clinical utility of GS over ES. With the newly published recommendations for clinical interpretation of variants found in noncoding regions of the genome and the trend of decreasing variant of unknown significance and GS cost, it is expected that GS will be more widely used in clinical settings.
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Affiliation(s)
| | - Shirley P Y Hue
- Hong Kong Genome Institute, Hong Kong Special Administrative Region
| | - Nicole Y T Ng
- Department of Paediatrics and Adolescent Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region
| | - Phoenix H L Doong
- Department of Paediatrics and Adolescent Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region
| | - Annie T W Chu
- Hong Kong Genome Institute, Hong Kong Special Administrative Region.
| | - Brian H Y Chung
- Hong Kong Genome Institute, Hong Kong Special Administrative Region; Department of Paediatrics and Adolescent Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region.
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17
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Vega-Benedetti AF, Loi E, Moi L, Zavattari P. DNA methylation alterations at RE1-silencing transcription factor binding sites and their flanking regions in cancer. Clin Epigenetics 2023; 15:98. [PMID: 37301955 PMCID: PMC10257853 DOI: 10.1186/s13148-023-01514-9] [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: 05/30/2023] [Indexed: 06/12/2023] Open
Abstract
BACKGROUND DNA methylation changes, frequent early events in cancer, can modulate the binding of transcription factors. RE1-silencing transcription factor (REST) plays a fundamental role in regulating the expression of neuronal genes, and in particular their silencing in non-neuronal tissues, by inducing chromatin modifications, including DNA methylation changes, not only in the proximity of its binding sites but also in the flanking regions. REST has been found aberrantly expressed in brain cancer and other cancer types. In this work, we investigated DNA methylation alterations at REST binding sites and their flanking regions in a brain cancer (pilocytic astrocytoma), two gastrointestinal tumours (colorectal cancer and biliary tract cancer) and a blood cancer (chronic lymphocytic leukemia). RESULTS Differential methylation analyses focused on REST binding sites and their flanking regions were conducted between tumour and normal samples from our experimental datasets analysed by Illumina microarrays and the identified alterations were validated using publicly available datasets. We discovered distinct DNA methylation patterns between pilocytic astrocytoma and the other cancer types in agreement with the opposite oncogenic and tumour suppressive role of REST in glioma and non-brain tumours. CONCLUSIONS Our results suggest that these DNA methylation alterations in cancer may be associated with REST dysfunction opening the enthusiastic possibility to develop novel therapeutic interventions based on the modulation of this master regulator in order to restore the aberrant methylation of its target regions into a normal status.
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Affiliation(s)
| | - Eleonora Loi
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, 09042, Cagliari, Italy
| | - Loredana Moi
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, 09042, Cagliari, Italy
| | - Patrizia Zavattari
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, 09042, Cagliari, Italy.
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18
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Runheim H, Pettersson M, Hammarsjö A, Nordgren A, Henriksson M, Lindstrand A, Levin LÅ, Soller MJ. The cost-effectiveness of whole genome sequencing in neurodevelopmental disorders. Sci Rep 2023; 13:6904. [PMID: 37106068 PMCID: PMC10140052 DOI: 10.1038/s41598-023-33787-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 04/19/2023] [Indexed: 04/29/2023] Open
Abstract
Whole genome sequencing (WGS) has the potential to be a comprehensive genetic test, especially relevant for individuals with neurodevelopmental disorders, syndromes and congenital malformations. However, the cost consequences of using whole genome sequencing as a first-line genetic test for these individuals are not well understood. The study objective was to compare the healthcare costs and diagnostic yield when WGS is performed as the first-line test instead of chromosomal microarray analysis (CMA). Two cohorts were analyzed retrospectively using register data, cohort CMA (418 patients referred for CMA at the department of Clinical Genetics, Karolinska University Hospital, during 2015) and cohort WGS (89 patients included in a WGS-first prospective study in 2017). The analysis compared healthcare consumption over a 2-year period after referral for genetic testing, the diagnostic yield over a 2- and 3-year period after referral was also compiled. The mean healthcare cost per patient in cohort WGS was $2,339 lower compared to cohort CMA ($ - 2339, 95% CI - 12,238-7561; P = 0.64) including higher costs for genetic investigations ($1065, 95% CI 834-1295; P < 0.001) and lower costs for outpatient care ($ - 2330, 95% CI - 3992 to (- 669); P = 0.006). The diagnostic yield was 23% higher for cohort WGS (cohort CMA 20.1%, cohort WGS 24.7%) (0.046, 95% CI - 0.053-0.145; P = 0.36). WGS as a first-line diagnostic test for individuals with neurodevelopmental disorders is associated with statistically non-significant lower costs and higher diagnostic yield compared with CMA. This indicates that prioritizing WGS over CMA in health care decision making will yield positive expected outcomes as well as showing a need for further research.
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Affiliation(s)
- Hannes Runheim
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Maria Pettersson
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
- Department of Molecular Medicine and Surgery and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Anna Hammarsjö
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
- Department of Molecular Medicine and Surgery and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Ann Nordgren
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
- Department of Molecular Medicine and Surgery and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
- Genomic Medicine Center Karolinska, Karolinska University Hospital, Stockholm, Sweden
| | - Martin Henriksson
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Anna Lindstrand
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden.
- Department of Molecular Medicine and Surgery and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden.
- Genomic Medicine Center Karolinska, Karolinska University Hospital, Stockholm, Sweden.
| | - Lars-Åke Levin
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Maria Johansson Soller
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
- Department of Molecular Medicine and Surgery and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
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19
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Manifestations of Intellectual Disability, Dystonia, and Parkinson's Disease in an Adult Patient with ARX Gene Mutation c.558_560dup p.(Pro187dup). Case Rep Genet 2023; 2023:3636748. [PMID: 36816814 PMCID: PMC9935879 DOI: 10.1155/2023/3636748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Revised: 01/12/2023] [Accepted: 01/16/2023] [Indexed: 02/11/2023] Open
Abstract
We describe a 38-year-old male patient with intellectual disability and progressive motor symptoms who lacked an etiological diagnosis for many years. Finally, clinical exome sequencing showed a likely pathogenic variant of the ARX gene suggesting Partington syndrome. His main symptoms were mild intellectual disability, severe kinetic apraxia, resting and action tremor, dysarthria, tonic pupils, constant dystonia of one upper limb, and focal dystonia in different parts of the body, axial rigidity, spasticity, epilepsy, and poor sleep. Another likely pathogenic gene variant was observed in the PKP2 gene and is in accordance with the observed early cardiomyopathy. Single-photon emission computed tomography imaging of dopamine transporters showed a reduced signal in the basal ganglia consistent with Parkinson's disease. Therapies with a variable number of drugs, including antiparkinsonian medications, have yielded poor responses. Our case report extends the picture of the adult phenotype of Partington syndrome.
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20
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Daum H, Harel T, Millo T, Eilat A, Fahham D, Gershon-Naamat S, Basal A, Rosenbluh C, Yanai N, Porat S, Kabiri D, Yagel S, Valsky DV, Elpeleg O, Meiner V, Mor-Shaked H. Exome sequencing for structurally normal fetuses-yields and ethical issues. Eur J Hum Genet 2023; 31:164-168. [PMID: 36071243 PMCID: PMC9905544 DOI: 10.1038/s41431-022-01169-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 06/01/2022] [Accepted: 07/26/2022] [Indexed: 11/08/2022] Open
Abstract
The yield of chromosomal microarray analysis (CMA) is well established in structurally normal fetuses (0.4-1.4%). We aimed to determine the incremental yield of exome sequencing (ES) in this population. From February 2017 to April 2022, 1,526 fetuses were subjected to ES; 482 of them were structurally normal (31.6%). Only pathogenic and likely pathogenic (P/LP) variants, per the American College of Medical Genetics and Genomics (ACMG) classification, were reported. Additionally, ACMG secondary findings relevant to childhood were reported. Four fetuses (4/482; 0.8%) had P/LP variants indicating a moderate to severe disease in ATP7B, NR2E3, SPRED1 and FGFR3, causing Wilson disease, Enhanced S-cone syndrome, Legius and Muenke syndromes, respectively. Two fetuses had secondary findings, in RET and DSP. Our data suggest that offering only CMA for structurally normal fetuses may provide false reassurance. Prenatal ES mandates restrictive analysis and careful management combined with pre and post-test genetic counseling.
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Affiliation(s)
- Hagit Daum
- Department of Genetics, Hadassah Medical Organization, Jerusalem, Israel.
- Department of Genetics, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel.
| | - Tamar Harel
- Department of Genetics, Hadassah Medical Organization, Jerusalem, Israel
- Department of Genetics, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Talya Millo
- Department of Genetics, Hadassah Medical Organization, Jerusalem, Israel
| | - Avital Eilat
- Department of Genetics, Hadassah Medical Organization, Jerusalem, Israel
- Department of Genetics, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Duha Fahham
- Department of Genetics, Hadassah Medical Organization, Jerusalem, Israel
- Department of Genetics, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | | | - Adily Basal
- Department of Genetics, Hadassah Medical Organization, Jerusalem, Israel
| | - Chaggai Rosenbluh
- Department of Genetics, Hadassah Medical Organization, Jerusalem, Israel
| | - Nili Yanai
- Department of Obstetrics and Gynecology, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Shay Porat
- Department of Obstetrics and Gynecology, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Doron Kabiri
- Department of Obstetrics and Gynecology, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Simcha Yagel
- Department of Obstetrics and Gynecology, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Dan V Valsky
- Department of Obstetrics and Gynecology, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Orly Elpeleg
- Department of Genetics, Hadassah Medical Organization, Jerusalem, Israel
- Department of Genetics, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Vardiella Meiner
- Department of Genetics, Hadassah Medical Organization, Jerusalem, Israel
- Department of Genetics, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Hagar Mor-Shaked
- Department of Genetics, Hadassah Medical Organization, Jerusalem, Israel.
- Department of Genetics, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel.
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21
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Harvengt J, Lumaka A, Fasquelle C, Caberg JH, Mastouri M, Janssen A, Palmeira L, Bours V. HIDEA syndrome: A new case report highlighting similarities with ROHHAD syndrome. Front Genet 2023; 14:1137767. [PMID: 37035730 PMCID: PMC10073441 DOI: 10.3389/fgene.2023.1137767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 03/03/2023] [Indexed: 04/11/2023] Open
Abstract
Context: ROHHAD syndrome presents a significant resemblance to HIDEA syndrome. The latter is caused by biallelic loss-of-function variants in the P4HTM gene and encompasses hypotonia, intellectual disabilities, eye abnormalities, hypoventilation, and dysautonomia. We report the first patient identified with HIDEA syndrome from our ROHHAD cohort. Clinical case: Our patient was a 21-month-old girl who had a history of severe respiratory infections requiring intensive care, hypotonia, abnormal eye movements, and rapid weight gain. Polysomnography identified severe central hypoventilation. During her follow-up, a significant psychomotor delay and the absence of language were gradually observed. The prolactin levels were initially increased. Hypothermia was reported at 4 years. Exome sequencing identified a new homozygous truncating P4HTM variant. Discussion: Our patient met the diagnosis criteria for ROHHAD, which included rapid weight gain, central hypoventilation appearing after 1.5 years of age, hyperprolactinemia suggesting hypothalamic dysfunction, and autonomic dysfunction manifesting as strabismus and hypothermia. However, she also presented with severe neurodevelopmental delay, which is not a classic feature of ROHHAD syndrome. HIDEA syndrome presents similarities with ROHHAD, including hypoventilation, obesity, and dysautonomia. To date, only 14% of endocrinological disturbances have been reported in HIDEA patients. Better delineation of both syndromes is required to investigate the eventual involvement of P4HTM, a regulator of calcium dynamics and gliotransmission, in ROHHAD patients. Conclusion: In the case of clinical evidence of ROHHAD in a child with abnormal neurological development or eye abnormalities, we suggest that the P4HTM gene be systematically interrogated in addition to the analysis of the PHOX2B gene. A better delineation of the natural history of HIDEA is required to allow further comparisons between features of HIDEA and ROHHAD. The clinical similarities could potentially orient some molecular hypotheses in the field of ROHHAD research.
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Affiliation(s)
- J. Harvengt
- Human Genetics Department, CHU of Liège, Liège, Belgium
- GIGA Research, University of Liège, Liège, Belgium
- *Correspondence: J. Harvengt,
| | - A. Lumaka
- Human Genetics Department, CHU of Liège, Liège, Belgium
- GIGA Research, University of Liège, Liège, Belgium
| | - C. Fasquelle
- Human Genetics Department, CHU of Liège, Liège, Belgium
- GIGA Research, University of Liège, Liège, Belgium
| | - J. H. Caberg
- Human Genetics Department, CHU of Liège, Liège, Belgium
| | - M. Mastouri
- Pediatric Department, Hospital Center of Luxembourg, Luxembourg City, Luxembourg
| | - A. Janssen
- Pediatric Department, CHU of Liège, Liège, Belgium
| | - L. Palmeira
- Human Genetics Department, CHU of Liège, Liège, Belgium
- GIGA Research, University of Liège, Liège, Belgium
| | - V. Bours
- Human Genetics Department, CHU of Liège, Liège, Belgium
- GIGA Research, University of Liège, Liège, Belgium
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22
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Uusimaa J, Kettunen J, Varilo T, Järvelä I, Kallijärvi J, Kääriäinen H, Laine M, Lapatto R, Myllynen P, Niinikoski H, Rahikkala E, Suomalainen A, Tikkanen R, Tyynismaa H, Vieira P, Zarybnicky T, Sipilä P, Kuure S, Hinttala R. The Finnish genetic heritage in 2022 – from diagnosis to translational research. Dis Model Mech 2022; 15:278566. [PMID: 36285626 PMCID: PMC9637267 DOI: 10.1242/dmm.049490] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Isolated populations have been valuable for the discovery of rare monogenic diseases and their causative genetic variants. Finnish disease heritage (FDH) is an example of a group of hereditary monogenic disorders caused by single major, usually autosomal-recessive, variants enriched in the population due to several past genetic drift events. Interestingly, distinct subpopulations have remained in Finland and have maintained their unique genetic repertoire. Thus, FDH diseases have persisted, facilitating vigorous research on the underlying molecular mechanisms and development of treatment options. This Review summarizes the current status of FDH, including the most recently discovered FDH disorders, and introduces a set of other recently identified diseases that share common features with the traditional FDH diseases. The Review also discusses a new era for population-based studies, which combine various forms of big data to identify novel genotype–phenotype associations behind more complex conditions, as exemplified here by the FinnGen project. In addition to the pathogenic variants with an unequivocal causative role in the disease phenotype, several risk alleles that correlate with certain phenotypic features have been identified among the Finns, further emphasizing the broad value of studying genetically isolated populations.
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Affiliation(s)
- Johanna Uusimaa
- Children and Adolescents, Oulu University Hospital 1 , 90029 Oulu , Finland
- Research Unit of Clinical Medicine and Medical Research Center, Oulu University Hospital and University of Oulu 2 , 90014 Oulu , Finland
| | - Johannes Kettunen
- Computational Medicine, Center for Life Course Health Research, University of Oulu 3 , 90014 Oulu , Finland
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare 4 , 00271 Helsinki
- Finland 4 , 00271 Helsinki
- Biocenter Oulu, University of Oulu 5 , 90014 Oulu , Finland
| | - Teppo Varilo
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare 4 , 00271 Helsinki
- Finland 4 , 00271 Helsinki
- Department of Medical Genetics, University of Helsinki 6 , 00251 Helsinki , Finland
| | - Irma Järvelä
- Department of Medical Genetics, University of Helsinki 6 , 00251 Helsinki , Finland
| | - Jukka Kallijärvi
- Folkhälsan Institute of Genetics, Folkhälsan Research Center 7 , 00014 Helsinki , Finland
- Stem Cells and Metabolism Research Program, Faculty of Medicine, University of Helsinki 8 , 00014 Helsinki , Finland
| | - Helena Kääriäinen
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare 4 , 00271 Helsinki
- Finland 4 , 00271 Helsinki
| | - Minna Laine
- Department of Pediatric Neurology, Helsinki University Hospital and University of Helsinki 9 , 00029 Helsinki , Finland
| | - Risto Lapatto
- Children's Hospital, University of Helsinki and Helsinki University Central Hospital 10 , 00029 Helsinki , Finland
| | - Päivi Myllynen
- Department of Clinical Chemistry, Cancer and Translational Medicine Research Unit, Medical Research Center, University of Oulu and Northern Finland Laboratory Centre NordLab, Oulu University Hospital 11 , 90029 Oulu , Finland
| | - Harri Niinikoski
- Research Centre for Integrative Physiology and Pharmacology, Institute of Biomedicine, University of Turku 12 , 20014 Turku , Finland
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku 13 , 20014 Turku , Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital 14 , 20014 Turku , Finland
- Department of Pediatrics, Turku University Hospital 15 , 20014 Turku , Finland
| | - Elisa Rahikkala
- Research Unit of Clinical Medicine and Medical Research Center, Oulu University Hospital and University of Oulu 2 , 90014 Oulu , Finland
- Department of Clinical Genetics, Oulu University Hospital 16 , 90029 Oulu , Finland
| | - Anu Suomalainen
- Stem Cells and Metabolism Research Program, Faculty of Medicine, University of Helsinki 8 , 00014 Helsinki , Finland
- HUS Diagnostics, Helsinki University Hospital 17 , 00014 Helsinki , Finland
| | - Ritva Tikkanen
- Institute of Biochemistry, Medical Faculty, University of Giessen 18 , D-35392 Giessen , Germany
| | - Henna Tyynismaa
- Stem Cells and Metabolism Research Program, Faculty of Medicine, University of Helsinki 8 , 00014 Helsinki , Finland
- Neuroscience Center, Helsinki Institute of Life Science, University of Helsinki 19 , 00014 Helsinki , Finland
| | - Päivi Vieira
- Children and Adolescents, Oulu University Hospital 1 , 90029 Oulu , Finland
- Research Unit of Clinical Medicine and Medical Research Center, Oulu University Hospital and University of Oulu 2 , 90014 Oulu , Finland
| | - Tomas Zarybnicky
- Stem Cells and Metabolism Research Program, Faculty of Medicine, University of Helsinki 8 , 00014 Helsinki , Finland
- Helsinki Institute of Life Science, University of Helsinki 20 , 00014 Helsinki , Finland
| | - Petra Sipilä
- Research Centre for Integrative Physiology and Pharmacology, Institute of Biomedicine, University of Turku 12 , 20014 Turku , Finland
- Turku Center for Disease Modeling, Institute of Biomedicine, University of Turku 21 , 20014 Turku , Finland
| | - Satu Kuure
- Stem Cells and Metabolism Research Program, Faculty of Medicine, University of Helsinki 8 , 00014 Helsinki , Finland
- GM-Unit, Laboratory Animal Center, Helsinki Institute of Life Science, University of Helsinki 22 , 00014 Helsinki , Finland
| | - Reetta Hinttala
- Research Unit of Clinical Medicine and Medical Research Center, Oulu University Hospital and University of Oulu 2 , 90014 Oulu , Finland
- Biocenter Oulu, University of Oulu 5 , 90014 Oulu , Finland
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23
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Lindstrand A, Ek M, Kvarnung M, Anderlid BM, Björck E, Carlsten J, Eisfeldt J, Grigelioniene G, Gustavsson P, Hammarsjö A, Helgadóttir HT, Hellström-Pigg M, Kuchinskaya E, Lagerstedt-Robinson K, Levin LÅ, Lieden A, Lindelöf H, Malmgren H, Nilsson D, Svensson E, Paucar M, Sahlin E, Tesi B, Tham E, Winberg J, Winerdal M, Wincent J, Johansson Soller M, Pettersson M, Nordgren A. Genome sequencing is a sensitive first-line test to diagnose individuals with intellectual disability. Genet Med 2022; 24:2296-2307. [PMID: 36066546 DOI: 10.1016/j.gim.2022.07.022] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 07/22/2022] [Accepted: 07/25/2022] [Indexed: 10/14/2022] Open
Abstract
PURPOSE Individuals with intellectual disability (ID) and/or neurodevelopment disorders (NDDs) are currently investigated with several different approaches in clinical genetic diagnostics. METHODS We compared the results from 3 diagnostic pipelines in patients with ID/NDD: genome sequencing (GS) first (N = 100), GS as a secondary test (N = 129), or chromosomal microarray (CMA) with or without FMR1 analysis (N = 421). RESULTS The diagnostic yield was 35% (GS-first), 26% (GS as a secondary test), and 11% (CMA/FMR1). Notably, the age of diagnosis was delayed by 1 year when GS was performed as a secondary test and the cost per diagnosed individual was 36% lower with GS first than with CMA/FMR1. Furthermore, 91% of those with a negative result after CMA/FMR1 analysis (338 individuals) have not yet been referred for additional genetic testing and remain undiagnosed. CONCLUSION Our findings strongly suggest that genome analysis outperforms other testing strategies and should replace traditional CMA and FMR1 analysis as a first-line genetic test in individuals with ID/NDD. GS is a sensitive, time- and cost-effective method that results in a confirmed molecular diagnosis in 35% of all referred patients.
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Affiliation(s)
- Anna Lindstrand
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden.
| | - Marlene Ek
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Malin Kvarnung
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Britt-Marie Anderlid
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Erik Björck
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Jonas Carlsten
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Jesper Eisfeldt
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden; Science for Life Laboratory, Department of Molecular Medicine and Surgery, Karolinska Institutet, Solna, Sweden
| | - Giedre Grigelioniene
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Peter Gustavsson
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Anna Hammarsjö
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Hafdís T Helgadóttir
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Maritta Hellström-Pigg
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Ekaterina Kuchinskaya
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Kristina Lagerstedt-Robinson
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Lars-Åke Levin
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Agne Lieden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Hillevi Lindelöf
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Helena Malmgren
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Daniel Nilsson
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden; Science for Life Laboratory, Department of Molecular Medicine and Surgery, Karolinska Institutet, Solna, Sweden
| | - Eva Svensson
- Department of Pediatric Neurology, Karolinska University Hospital, Huddinge, Sweden
| | - Martin Paucar
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Ellika Sahlin
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Bianca Tesi
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Emma Tham
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Johanna Winberg
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Max Winerdal
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Josephine Wincent
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Maria Johansson Soller
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Maria Pettersson
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Ann Nordgren
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
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24
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Sánchez-Luquez KY, Carpena MX, Karam SM, Tovo-Rodrigues L. The contribution of whole-exome sequencing to intellectual disability diagnosis and knowledge of underlying molecular mechanisms: A systematic review and meta-analysis. MUTATION RESEARCH. REVIEWS IN MUTATION RESEARCH 2022; 790:108428. [PMID: 35905832 DOI: 10.1016/j.mrrev.2022.108428] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 07/21/2022] [Accepted: 07/23/2022] [Indexed: 01/01/2023]
Abstract
Whole-exome sequencing (WES) is useful for molecular diagnosis, family genetic counseling, and prognosis of intellectual disability (ID). However, ID molecular diagnosis ascertainment based on WES is highly dependent on de novo mutations (DNMs) and variants of uncertain significance (VUS). The quantification of DNM frequency in ID molecular diagnosis ascertainment and the biological mechanisms common to genes with VUS may provide objective information about WES use in ID diagnosis and etiology. We aimed to investigate and estimate the rate of ID molecular diagnostic assessment by WES, quantify the contribution of DNMs to this rate, and biologically and functionally characterize the genes whose mutations were identified through WES. A PubMed/Medline, Web of Science, Scopus, Science Direct, BIREME, and PsycINFO systematic review and meta-analysis was performed, including studies published between 2010 and 2022. Thirty-seven articles with data on ID molecular diagnostic yield using the WES approach were included in the review. WES testing accounted for an overall diagnostic rate of 42% (Confidence interval (CI): 35-50%), while the estimate restricted to DNMs was 11% (CI: 6-18%). Genetic information on mutations and genes was extracted and split into two groups: (1) genes whose mutation was used for positive molecular diagnosis, and (2) genes whose mutation led to uncertain molecular diagnosis. After functional enrichment analysis, in addition to their expected roles in neurodevelopment, genes from the first group were enriched in epigenetic regulatory mechanisms, immune system regulation, and circadian rhythm control. Genes from uncertain diagnosis cases were enriched in the renin angiotensin pathway. Taken together, our results support WES as an important approach to the molecular diagnosis of ID. The results also indicated relevant pathways that may underlie the pathogenesis of ID with the renin-angiotensin pathway being suggested to be a potential pathway underlying the pathogenesis of ID.
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Affiliation(s)
| | - Marina Xavier Carpena
- Postgraduate Program in Epidemiology, Universidade Federal de Pelotas, Pelotas, Brazil.
| | - Simone M Karam
- Postgraduate Program in Public Health, Universidade Federal do Rio Grande, Rio Grande, Brazil.
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25
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Lin X, Yang Y, Melton PE, Singh V, Simpson-Yap S, Burdon KP, Taylor BV, Zhou Y. Integrating Genetic Structural Variations and Whole-Genome Sequencing Into Clinical Neurology. Neurol Genet 2022. [DOI: 10.1212/nxg.0000000000200005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Advances in genome sequencing technologies have unlocked new possibilities in identifying disease-associated and causative genetic markers, which may in turn enhance disease diagnosis and improve prognostication and management strategies. With the capability of examining genetic variations ranging from single-nucleotide mutations to large structural variants, whole-genome sequencing (WGS) is an increasingly adopted approach to dissect the complex genetic architecture of neurologic diseases. There is emerging evidence for different structural variants and their roles in major neurologic and neurodevelopmental diseases. This review first describes different structural variants and their implicated roles in major neurologic and neurodevelopmental diseases, and then discusses the clinical relevance of WGS applications in neurology. Notably, WGS-based detection of structural variants has shown promising potential in enhancing diagnostic power of genetic tests in clinical settings. Ongoing WGS-based research in structural variations and quantifying mutational constraints can also yield clinical benefits by improving variant interpretation and disease diagnosis, while supporting biomarker discovery and therapeutic development. As a result, wider integration of WGS technologies into health care will likely increase diagnostic yields in difficult-to-diagnose conditions and define potential therapeutic targets or intervention points for genome-editing strategies.
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26
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Pan X, Liu S, Liu L, Zhang X, Yao H, Tan B. Case Report: Exome and RNA Sequencing Identify a Novel de novo Missense Variant in HNRNPK in a Chinese Patient With Au-Kline Syndrome. Front Genet 2022; 13:853028. [PMID: 35422839 PMCID: PMC9001983 DOI: 10.3389/fgene.2022.853028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 03/14/2022] [Indexed: 02/05/2023] Open
Abstract
Au-Kline syndrome is a severe multisystemic syndrome characterized by several congenital defects, including intellectual disability. Loss-of-function and missense variants in the HNRNPK gene are associated with a range of dysmorphic features. This report describes an eleven-year-old Chinese boy with intellectual disability and developmental delays. Family-based whole-exome and Sanger sequencing identified a de novo missense variant in HNRNPK (NM_002140.3: c.143T > A, p. Leu48Val). In silico analysis predicted that this variant would be damaged in a highly conserved residue in the K homology 1 (KH1) domain. Bioinformatic analysis showed that the affinity change (ΔΔG) caused by this variant was -0.033 kcal/mol, indicating that it would have reduced affinity for RNA binding. Transcript analysis of the peripheral blood from this case found 42 aberrantly expressed and 86 aberrantly spliced genes (p-value <0.01). Functional enrichment analysis confirmed that the biological functions of these genes, including protein binding and transcriptional regulation, are associated with HNRNPK. In summary, this study identifies the first Chinese patient with a novel de novo heterozygous HNRNPK gene variant that contributes to Au-Kline syndrome and expands current knowledge of the clinical spectrum of HNRNPK variants.
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Affiliation(s)
- Xin Pan
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Sihan Liu
- Institute of Rare Diseases, West China Hospital of Sichuan University, Chengdu, China
| | - Li Liu
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xu Zhang
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Hong Yao
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Bo Tan
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
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27
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Castelli LM, Benson BC, Huang WP, Lin YH, Hautbergue GM. RNA Helicases in Microsatellite Repeat Expansion Disorders and Neurodegeneration. Front Genet 2022; 13:886563. [PMID: 35646086 PMCID: PMC9133428 DOI: 10.3389/fgene.2022.886563] [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: 02/28/2022] [Accepted: 04/25/2022] [Indexed: 11/17/2022] Open
Abstract
Short repeated sequences of 3-6 nucleotides are causing a growing number of over 50 microsatellite expansion disorders, which mainly present with neurodegenerative features. Although considered rare diseases in relation to the relatively low number of cases, these primarily adult-onset conditions, often debilitating and fatal in absence of a cure, collectively pose a large burden on healthcare systems in an ageing world population. The pathological mechanisms driving disease onset are complex implicating several non-exclusive mechanisms of neuronal injury linked to RNA and protein toxic gain- and loss- of functions. Adding to the complexity of pathogenesis, microsatellite repeat expansions are polymorphic and found in coding as well as in non-coding regions of genes. They form secondary and tertiary structures involving G-quadruplexes and atypical helices in repeated GC-rich sequences. Unwinding of these structures by RNA helicases plays multiple roles in the expression of genes including repeat-associated non-AUG (RAN) translation of polymeric-repeat proteins with aggregating and cytotoxic properties. Here, we will briefly review the pathogenic mechanisms mediated by microsatellite repeat expansions prior to focus on the RNA helicases eIF4A, DDX3X and DHX36 which act as modifiers of RAN translation in C9ORF72-linked amyotrophic lateral sclerosis/frontotemporal dementia (C9ORF72-ALS/FTD) and Fragile X-associated tremor/ataxia syndrome (FXTAS). We will further review the RNA helicases DDX5/17, DHX9, Dicer and UPF1 which play additional roles in the dysregulation of RNA metabolism in repeat expansion disorders. In addition, we will contrast these with the roles of other RNA helicases such as DDX19/20, senataxin and others which have been associated with neurodegeneration independently of microsatellite repeat expansions. Finally, we will discuss the challenges and potential opportunities that are associated with the targeting of RNA helicases for the development of future therapeutic approaches.
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Affiliation(s)
- Lydia M Castelli
- Sheffield Institute for Translational Neuroscience (SITraN), Department of Neuroscience, University of Sheffield, Sheffield, United Kingdom
| | - Bridget C Benson
- Sheffield Institute for Translational Neuroscience (SITraN), Department of Neuroscience, University of Sheffield, Sheffield, United Kingdom
| | - Wan-Ping Huang
- Sheffield Institute for Translational Neuroscience (SITraN), Department of Neuroscience, University of Sheffield, Sheffield, United Kingdom
| | - Ya-Hui Lin
- Sheffield Institute for Translational Neuroscience (SITraN), Department of Neuroscience, University of Sheffield, Sheffield, United Kingdom
| | - Guillaume M Hautbergue
- Sheffield Institute for Translational Neuroscience (SITraN), Department of Neuroscience, University of Sheffield, Sheffield, United Kingdom.,Neuroscience Institute, University of Sheffield, Sheffield, United Kingdom.,Healthy Lifespan Institute (HELSI), University of Sheffield, Sheffield, United Kingdom
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28
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Lupski JR. Clan genomics: From OMIM phenotypic traits to genes and biology. Am J Med Genet A 2021; 185:3294-3313. [PMID: 34405553 PMCID: PMC8530976 DOI: 10.1002/ajmg.a.62434] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 06/29/2021] [Accepted: 07/04/2021] [Indexed: 12/20/2022]
Abstract
Clinical characterization of a patient phenotype has been the quintessential approach for elucidating a differential diagnosis and a hypothesis to explore a potential clinical diagnosis. This has resulted in a language of medicine and a semantic ontology, with both specialty- and subspecialty-specific lexicons, that can be challenging to translate and interpret. There is no 'Rosetta Stone' of clinical medicine such as the genetic code that can assist translation and interpretation of the language of genetics. Nevertheless, the information content embodied within a clinical diagnosis can guide management, therapeutic intervention, and potentially prognostic outlook of disease enabling anticipatory guidance for patients and families. Clinical genomics is now established firmly in medical practice. The granularity and informative content of a personal genome is immense. Yet, we are limited in our utility of much of that personal genome information by the lack of functional characterization of the overwhelming majority of computationally annotated genes in the haploid human reference genome sequence. Whereas DNA and the genetic code have provided a 'Rosetta Stone' to translate genetic variant information, clinical medicine, and clinical genomics provide the context to understand human biology and disease. A path forward will integrate deep phenotyping, such as available in a clinical synopsis in the Online Mendelian Inheritance in Man (OMIM) entries, with personal genome analyses.
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Affiliation(s)
- James R Lupski
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas, USA
- Texas Children's Hospital, Houston, Texas, USA
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29
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Mitani T, Isikay S, Gezdirici A, Gulec EY, Punetha J, Fatih JM, Herman I, Akay G, Du H, Calame DG, Ayaz A, Tos T, Yesil G, Aydin H, Geckinli B, Elcioglu N, Candan S, Sezer O, Erdem HB, Gul D, Demiral E, Elmas M, Yesilbas O, Kilic B, Gungor S, Ceylan AC, Bozdogan S, Ozalp O, Cicek S, Aslan H, Yalcintepe S, Topcu V, Bayram Y, Grochowski CM, Jolly A, Dawood M, Duan R, Jhangiani SN, Doddapaneni H, Hu J, Muzny DM, Marafi D, Akdemir ZC, Karaca E, Carvalho CMB, Gibbs RA, Posey JE, Lupski JR, Pehlivan D. High prevalence of multilocus pathogenic variation in neurodevelopmental disorders in the Turkish population. Am J Hum Genet 2021; 108:1981-2005. [PMID: 34582790 PMCID: PMC8546040 DOI: 10.1016/j.ajhg.2021.08.009] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 08/20/2021] [Indexed: 02/06/2023] Open
Abstract
Neurodevelopmental disorders (NDDs) are clinically and genetically heterogenous; many such disorders are secondary to perturbation in brain development and/or function. The prevalence of NDDs is > 3%, resulting in significant sociocultural and economic challenges to society. With recent advances in family-based genomics, rare-variant analyses, and further exploration of the Clan Genomics hypothesis, there has been a logarithmic explosion in neurogenetic "disease-associated genes" molecular etiology and biology of NDDs; however, the majority of NDDs remain molecularly undiagnosed. We applied genome-wide screening technologies, including exome sequencing (ES) and whole-genome sequencing (WGS), to identify the molecular etiology of 234 newly enrolled subjects and 20 previously unsolved Turkish NDD families. In 176 of the 234 studied families (75.2%), a plausible and genetically parsimonious molecular etiology was identified. Out of 176 solved families, deleterious variants were identified in 218 distinct genes, further documenting the enormous genetic heterogeneity and diverse perturbations in human biology underlying NDDs. We propose 86 candidate disease-trait-associated genes for an NDD phenotype. Importantly, on the basis of objective and internally established variant prioritization criteria, we identified 51 families (51/176 = 28.9%) with multilocus pathogenic variation (MPV), mostly driven by runs of homozygosity (ROHs) - reflecting genomic segments/haplotypes that are identical-by-descent. Furthermore, with the use of additional bioinformatic tools and expansion of ES to additional family members, we established a molecular diagnosis in 5 out of 20 families (25%) who remained undiagnosed in our previously studied NDD cohort emanating from Turkey.
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Affiliation(s)
- Tadahiro Mitani
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Sedat Isikay
- Department of Pediatric Neurology, Faculty of Medicine, University of Gaziantep, Gaziantep 27310, Turkey
| | - Alper Gezdirici
- Department of Medical Genetics, Basaksehir Cam and Sakura City Hospital, Istanbul 34480, Turkey
| | - Elif Yilmaz Gulec
- Department of Medical Genetics, Kanuni Sultan Suleyman Training and Research Hospital, 34303 Istanbul, Turkey
| | - Jaya Punetha
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Jawid M Fatih
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Isabella Herman
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Section of Pediatric Neurology and Developmental Neuroscience, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Gulsen Akay
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Haowei Du
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Daniel G Calame
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Section of Pediatric Neurology and Developmental Neuroscience, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Akif Ayaz
- Department of Medical Genetics, Adana City Training and Research Hospital, Adana 01170, Turkey; Departments of Medical Genetics, School of Medicine, Istanbul Medipol University, Istanbul 34810, Turkey
| | - Tulay Tos
- University of Health Sciences Zubeyde Hanim Research and Training Hospital of Women's Health and Diseases, Department of Medical Genetics, Ankara 06080, Turkey
| | - Gozde Yesil
- Istanbul Faculty of Medicine, Department of Medical Genetics, Istanbul University, Istanbul 34093, Turkey
| | - Hatip Aydin
- Centre of Genetics Diagnosis, Zeynep Kamil Maternity and Children's Training and Research Hospital, Istanbul, Turkey; Private Reyap Istanbul Hospital, Istanbul 34515, Turkey
| | - Bilgen Geckinli
- Centre of Genetics Diagnosis, Zeynep Kamil Maternity and Children's Training and Research Hospital, Istanbul, Turkey; Department of Medical Genetics, School of Medicine, Marmara University, Istanbul 34722, Turkey
| | - Nursel Elcioglu
- Department of Pediatric Genetics, School of Medicine, Marmara University, Istanbul 34722, Turkey; Eastern Mediterranean University Medical School, Magosa, Mersin 10, Turkey
| | - Sukru Candan
- Medical Genetics Section, Balikesir Ataturk Public Hospital, Balikesir 10100, Turkey
| | - Ozlem Sezer
- Department of Medical Genetics, Samsun Education and Research Hospital, Samsun 55100, Turkey
| | - Haktan Bagis Erdem
- Department of Medical Genetics, University of Health Sciences, Diskapi Yildirim Beyazit Training and Research Hospital, Ankara 06110, Turkey
| | - Davut Gul
- Department of Medical Genetics, Gulhane Military Medical School, Ankara 06010, Turkey
| | - Emine Demiral
- Department of Medical Genetics, School of Medicine, University of Inonu, Malatya 44280, Turkey
| | - Muhsin Elmas
- Department of Medical Genetics, Afyon Kocatepe University, School of Medicine, Afyon 03218, Turkey
| | - Osman Yesilbas
- Division of Critical Care Medicine, Department of Pediatrics, School of Medicine, Bezmialem Foundation University, Istanbul 34093, Turkey; Department of Pediatrics, Division of Pediatric Critical Care Medicine, Faculty of Medicine, Karadeniz Technical University, Trabzon, Turkey
| | - Betul Kilic
- Department of Pediatrics and Pediatric Neurology, Faculty of Medicine, Inonu University, Malatya 34218, Turkey
| | - Serdal Gungor
- Department of Pediatrics and Pediatric Neurology, Faculty of Medicine, Inonu University, Malatya 34218, Turkey
| | - Ahmet C Ceylan
- Department of Medical Genetics, University of Health Sciences, Ankara Training and Research Hospital, Ankara 06110, Turkey
| | - Sevcan Bozdogan
- Department of Medical Genetics, Cukurova University Faculty of Medicine, Adana 01330, Turkey
| | - Ozge Ozalp
- Department of Medical Genetics, Adana City Training and Research Hospital, Adana 01170, Turkey
| | - Salih Cicek
- Department of Medical Genetics, Konya Training and Research Hospital, Konya 42250, Turkey
| | - Huseyin Aslan
- Department of Medical Genetics, Adana City Training and Research Hospital, Adana 01170, Turkey
| | - Sinem Yalcintepe
- Department of Medical Genetics, School of Medicine, Trakya University, Edirne 22130, Turkey
| | - Vehap Topcu
- Department of Medical Genetics, Ankara City Hospital, Ankara 06800, Turkey
| | - Yavuz Bayram
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | | | - Angad Jolly
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Medical Scientist Training Program, Baylor College of Medicine, Houston, TX 77030, USA
| | - Moez Dawood
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Medical Scientist Training Program, Baylor College of Medicine, Houston, TX 77030, USA; Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Ruizhi Duan
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Shalini N Jhangiani
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Harsha Doddapaneni
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Jianhong Hu
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Donna M Muzny
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Dana Marafi
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Zeynep Coban Akdemir
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Ender Karaca
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Claudia M B Carvalho
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Richard A Gibbs
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Jennifer E Posey
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - James R Lupski
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA; Texas Children's Hospital, Houston, TX 77030, USA.
| | - Davut Pehlivan
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Section of Pediatric Neurology and Developmental Neuroscience, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, TX 77030, USA.
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