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1.
Am J Med Genet A ; 194(3): e63453, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37870493

RESUMO

ATP1A2 encodes a subunit of sodium/potassium-transporting adenosine triphosphatase (Na+ /K+ -ATPase). Heterozygous pathogenic variants of ATP1A2 cause familial hemiplegic migraine, alternating hemiplegia of childhood, and developmental and epileptic encephalopathy. Biallelic loss-of-function variants in ATP1A2 lead to fetal akinesia, respiratory insufficiency, microcephaly, polymicrogyria, and dysmorphic facies, resulting in fetal death. Here, we describe a patient with compound heterozygous ATP1A2 variants consisting of missense and nonsense variants. He survived after birth with brain malformations and the fetal akinesia/hypokinesia sequence. We report a novel type of compound heterozygous variant that might extend the disease spectrum of ATP1A2.


Assuntos
Microcefalia , Enxaqueca com Aura , Masculino , Humanos , Hipocinesia , ATPase Trocadora de Sódio-Potássio/genética , Microcefalia/diagnóstico , Microcefalia/genética , Hemiplegia , Síndrome
2.
Brain Dev ; 46(3): 154-159, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38044197

RESUMO

BACKGROUND: Neurooculocardiogenitourinary syndrome (NOCGUS), a multisystemic syndrome characterized by motor disorder, intellectual disability, seizures, abnormal brain structure, ocular diseases, and cardiac diseases, has been reported with missense variant of WD repeat-containing protein 37 (WDR37) in humans. This report aimed to identify the cause of NOCGUS in an affected patient. CASE PRESENTATION: We identified a de novo intronic 4-bp deletion of WDR37, c.727-27_727-24del, which were predicted to cause abnormal splicing by SpliceAI, in the patient with NOCGUS. Reverse transcription polymerase chain reaction (RT-PCR) revealed intron retention of 63 base pairs before exon 10 in messenger RNA, which was predicted to insert 21 additional aberrant amino acids (p.S242_I243insLCQKKLKISRKCLFWPSLWQQ). The patient had novel phenotypes, anal atresia, and polycystic kidney, in addition to intellectual disability, seizures, cerebellar vermian anomaly, and coloboma, which are typical in NOCGUS. We did not observe motor impairments or cardiovascular anomalies. CONCLUSION: This is the first reported case of NOCGUS with the splicing variant of WDR37, which manifests with distinctive but variable features. Our findings may expand a possible phenotypic expression of NOCGUS.


Assuntos
Deficiência Intelectual , Malformações do Sistema Nervoso , Humanos , Deficiência Intelectual/genética , Splicing de RNA/genética , Mutação de Sentido Incorreto , Síndrome , Convulsões , Mutação
3.
Neurogenetics ; 25(1): 3-11, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37882972

RESUMO

Sphingomyelin phosphodiesterase 4 (SMPD4) encodes a member of the Mg2+-dependent, neutral sphingomyelinase family that catalyzes the hydrolysis of the phosphodiester bond of sphingomyelin to form phosphorylcholine and ceramide. Recent studies have revealed that biallelic loss-of-function variants of SMPD4 cause syndromic neurodevelopmental disorders characterized by microcephaly, congenital arthrogryposis, and structural brain anomalies. In this study, three novel loss-of-function SMPD4 variants were identified using exome sequencing (ES) in two independent patients with developmental delays, microcephaly, seizures, and brain structural abnormalities. Patient 1 had a homozygous c.740_741del, p.(Val247Glufs*21) variant and showed profound intellectual disability, hepatomegaly, a simplified gyral pattern, and a thin corpus callosum without congenital dysmorphic features. Patient 2 had a compound heterozygous nonsense c.2124_2125del, p.(Phe709*) variant and splice site c.1188+2dup variant. RNA analysis revealed that the c.1188+2dup variant caused exon 13 skipping, leading to a frameshift (p.Ala406Ser*6). In vitro transcription analysis using minigene system suggested that mRNA transcribed from mutant allele may be degraded by nonsense-mediated mRNA decay system. He exhibited diverse manifestations, including growth defects, muscle hypotonia, respiratory distress, arthrogryposis, insulin-dependent diabetes mellitus, sensorineural hearing loss, facial dysmorphism, and various brain abnormalities, including cerebral atrophy, hypomyelination, and cerebellar hypoplasia. Here, we review previous literatures and discuss the phenotypic diversity of SMPD4-related disorders.


Assuntos
Artrogripose , Deficiência Intelectual , Microcefalia , Malformações do Sistema Nervoso , Transtornos do Neurodesenvolvimento , Masculino , Humanos , Microcefalia/genética , Artrogripose/genética , Transtornos do Neurodesenvolvimento/genética , Deficiência Intelectual/genética , Cerebelo
4.
Hum Genome Var ; 10(1): 30, 2023 Nov 22.
Artigo em Inglês | MEDLINE | ID: mdl-37993422

RESUMO

Neurofibromatosis type 1 (NF1) is one of the most common hereditary neurocutaneous disorders. Here, we report a unique case of a patient with typical NF1 findings and infantile spasms who had three possibly pathogenic de novo variants, c.3586C>T, p.(Leu1196Phe) and c.3590C>T, p.(Ala1197Val) in NF1 located in cis and c.1042G>C, p.(Ala348Pro) in GABBR1. This study contributes to our understanding of the effect of two cis variants on NF1 phenotypes and GABBR1-related neuropsychiatric disorders.

5.
Medicine (Baltimore) ; 102(38): e35022, 2023 Sep 22.
Artigo em Inglês | MEDLINE | ID: mdl-37746995

RESUMO

Although immunohistochemistry (IHC) for mismatch repair (MMR) proteins (MMR IHC) is used to identify DNA MMR status, universal screening of all patients with colorectal cancer (CRC) using a combination of both MMR IHC and genetic testing for the BRAFV600E mutation is limited in Japan. This study aimed to better understand the histopathological characteristics of CRCs, which exhibit both deficient mismatch repair (dMMR) and BRAFV600E mutation. MMR IHC of formalin-fixed paraffin-embedded tissues from tumor areas obtained from 651 patients with CRC who underwent surgical resection at Hamamatsu University Hospital (Hamamatsu, Japan) between August 2016 and March 2022 were used to evaluate MMR status, which was determined by staining for the expression of 4 MMR proteins (MLH1, MSH2, PMS2, and MSH6). All dMMR tumors were additionally evaluated for BRAFV600 mutation status via Sanger sequencing. Patient clinical characteristics (age, sex, tumor location, size, and tumor pathology) were then classified using their dMMR and BRAFV600 mutation statuses. Among the 651 patients with CRC, 58 carried tumors with dMMR, of which 52 were deficiency in MLH1 (dMLH1). Interestingly, all 16 medullary carcinomas that were analyzed showed characteristics corresponding to the presence of both dMLH1 and BRAFV600E mutation (P = .01). These results suggest that colorectal medullary carcinomas can be diagnosed based on their unique characteristics of harboring the BRAFV600E mutation and exhibiting dMLH1 expression.


Assuntos
Adenocarcinoma , Carcinoma Medular , Neoplasias Colorretais , Humanos , Neoplasias Colorretais/genética , Neoplasias Colorretais/cirurgia , Mutação , Testes Genéticos , Proteína 1 Homóloga a MutL/genética
6.
Front Genet ; 14: 1221745, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37614820

RESUMO

Megalencephaly-capillary malformation syndrome (MCAP, OMIM # 602501) is caused by hyperactivity of the thephosphoinositide-3-kinase (PI3K)-Vakt murine thymoma viral oncogene homolog (AKT)-mammalian target of rapamycin (mTOR) pathway, which results in megalencephaly, capillary malformations, asymmetrical overgrowth, and connective tissue dysplasia. Herein, we report the case of a 7-month-old girl with MCAP due to a PIK3CA somatic mosaic variant who presented with atrial tachycardia, finally diagnosed as pulmonary arterial hypertension (PAH). Oxygen therapy and sildenafil decreased pulmonary blood pressure and improved atrial tachycardia. Previous studies reported an association between the PI3K/AKT/mTOR pathway and abnormal pulmonary arterial smooth muscle cell proliferation, which may be associated with PAH. PAH should be considered a potentially lethal complication in MCAP patients, even when no structural cardiac abnormalities are identified in the neonatal period.

7.
Hum Genome Var ; 10(1): 20, 2023 Jun 23.
Artigo em Inglês | MEDLINE | ID: mdl-37353494

RESUMO

HCN1 is one of four genes encoding hyperpolarization-activated cyclic nucleotide-gated channels. The phenotypic spectrum associated with HCN1 variants ranges from neonatal developmental and epileptic encephalopathy to idiopathic generalized epilepsy. We report a Japanese patient with repetitive focal seizures and super-refractory status epilepticus since early infancy caused by a de novo HCN1 variant, NM_021072.4, c.1195T>C, p.(Ser399Pro). This variant might have a dominant-negative effect on channel function, leading to severe epileptic encephalopathy.

8.
Cureus ; 15(4): e37496, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37187632

RESUMO

Background It is important to learn interprofessional education (IPE) facilitation skills to promote interprofessional collaboration in healthcare. Nonetheless, to date, only a handful of IPE facilitation programs have been developed through research. Objective The objective of this study was to create an IPE facilitation program for healthcare professionals who wanted to promote interprofessional collaboration in their organizations based on the tenets of instructional design and evaluate its effectiveness. Methods This study's methodology was a mixed method based on relative subjectivism. We developed a two-day IPE facilitation program to learn IPE facilitation skills and promote interprofessional collaboration in the participants' own organizations. The program was developed based on the instructional design principles of the attention, relevance, confidence, and satisfaction (ARCS) model, measuring the participants' Interprofessional Facilitation Scale (IPFS) scores at three time points: before the first day, after the second day, and approximately one year after the course was completed. A one-way analysis of variance test was used to compare IPFS means at the three time points, and open-ended statements were qualitatively analyzed using thematic analysis. Results Twelve healthcare providers (four physicians, two pharmacists, one nurse, one rehabilitation worker, one medical social worker, one clinical psychologist, one medical secretary, and one other) participated in the completed IPE facilitation program. Their IPFS scores increased significantly from 17.4 ± 16.1 before the program to 38.1 ± 9.4 after the program and remained at 35.1 ± 11.7 for one year (p = 0.008). In addition, qualitative analysis suggested that the knowledge and skills learned in the program could be applied in the participants' workplaces, which helped them maintain their IPE facilitation skills. Conclusion We developed a two-day IPE facilitation program based on the ARCS instructional design model, and the participants' IPE facilitation skills scores increased and were maintained one year later.

9.
J Hum Genet ; 68(7): 499-505, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-36894704

RESUMO

The recent introduction of genome sequencing in genetic analysis has led to the identification of pathogenic variants located in deep introns. Recently, several new tools have emerged to predict the impact of variants on splicing. Here, we present a Japanese boy of Joubert syndrome with biallelic TCTN2 variants. Exome sequencing identified only a heterozygous maternal nonsense TCTN2 variant (NM_024809.5:c.916C >T, p.(Gln306Ter)). Subsequent genome sequencing identified a deep intronic variant (c.1033+423G>A) inherited from his father. The machine learning algorithms SpliceAI, Squirls, and Pangolin were unable to predict alterations in splicing by the c.1033+423G>A variant. SpliceRover, a tool for splice site prediction using FASTA sequence, was able to detect a cryptic exon which was 85-bp away from the variant and within the inverted Alu sequence while SpliceRover scores for these splice sites showed slight increase (donor) or decrease (acceptor) between the reference and mutant sequences. RNA sequencing and RT-PCR using urinary cells confirmed inclusion of the cryptic exon. The patient showed major symptoms of TCTN2-related disorders such as developmental delay, dysmorphic facial features and polydactyly. He also showed uncommon features such as retinal dystrophy, exotropia, abnormal pattern of respiration, and periventricular heterotopia, confirming these as one of features of TCTN2-related disorders. Our study highlights usefulness of genome sequencing and RNA sequencing using urinary cells for molecular diagnosis of genetic disorders and suggests that database of cryptic splice sites predicted in introns by SpliceRover using the reference sequences can be helpful in extracting candidate variants from large numbers of intronic variants in genome sequencing.


Assuntos
Anormalidades Múltiplas , Anormalidades do Olho , Doenças Renais Císticas , Masculino , Humanos , Anormalidades Múltiplas/genética , Retina , Anormalidades do Olho/genética , Doenças Renais Císticas/genética , Cerebelo , Mutação , Sítios de Splice de RNA/genética , Splicing de RNA , Éxons/genética , Íntrons , Proteínas de Membrana/genética
10.
Ann Hum Genet ; 87(4): 196-202, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-36970932

RESUMO

Biallelic CC2D2A variants are associated with a wide range of neurodevelopmental disorders including Meckel syndrome. Here we report a Japanese girl with Meckel syndrome harboring a pathogenic deep intronic variant (NM_001378615.1:c.1149+3569A>G) and an exonic LINE-1 insertion, which was predicted to cause aberrant splicing by SpliceAI and was detected by TEMP2 program, respectively. RNA analysis using urine-derived cells (UDCs) showed retention of 149-bp intronic sequences, leading to frameshift. Immunoblotting showed marked reduction of CC2D2A protein in the patient. Our report demonstrated that utilization of transposon detection tool and functional analysis using UDCs will increase diagnostic yield of genome sequencing.


Assuntos
Splicing de RNA , Feminino , Humanos , Mutação , Éxons , Íntrons
11.
Acta Neuropathol Commun ; 11(1): 33, 2023 03 02.
Artigo em Inglês | MEDLINE | ID: mdl-36864519

RESUMO

Focal cortical dysplasia is the most common malformation during cortical development, sometimes excised by epilepsy surgery and often caused by somatic variants of the mTOR pathway genes. In this study, we performed a genetic analysis of epileptogenic brain malformed lesions from 64 patients with focal cortical dysplasia, hemimegalencephy, brain tumors, or hippocampal sclerosis. Targeted sequencing, whole-exome sequencing, and single nucleotide polymorphism microarray detected four germline and 35 somatic variants, comprising three copy number variants and 36 single nucleotide variants and indels in 37 patients. One of the somatic variants in focal cortical dysplasia type IIB was an in-frame deletion in MTOR, in which only gain-of-function missense variants have been reported. In focal cortical dysplasia type I, somatic variants of MAP2K1 and PTPN11 involved in the RAS/MAPK pathway were detected. The in-frame deletions of MTOR and MAP2K1 in this study resulted in the activation of the mTOR pathway in transiently transfected cells. In addition, the PTPN11 missense variant tended to elongate activation of the mTOR or RAS/MAPK pathway, depending on culture conditions. We demonstrate that epileptogenic brain malformed lesions except for focal cortical dysplasia type II arose from somatic variants of diverse genes but were eventually linked to the mTOR pathway.


Assuntos
Neoplasias Encefálicas , Displasia Cortical Focal , Malformações do Desenvolvimento Cortical do Grupo I , Malformações do Sistema Nervoso , Humanos , Malformações do Desenvolvimento Cortical do Grupo I/genética , Encéfalo
12.
Virchows Arch ; 482(6): 1085-1089, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-36757499

RESUMO

Hepatic small vessel neoplasia (HSVN) is a recently recognized hemangioma of the liver with uncertain malignant potential. Almost all the patients are asymptomatic. Budd-Chiari syndrome (BCS) is a rare disorder characterized by noncardiogenic hepatic venous outflow obstruction. Benign hepatocellular nodules have been acknowledged for a long time in the liver with the chronic BCS. However, there has been no case report of BCS associated with HSVN. The patient was diagnosed with BCS 13 years ago. The imaging test initially displayed multiple hepatic nodules that were suspected of benign hepatocellular nodules. They gradually increased in size and number in the course of the disease. At an autopsy, these nodules were confirmed to be multifocal HSVN. The tumor of the present case could not be proved to have GNAQ and GNQ14 mutations. We describe the case focusing on the chronological imaging changes and discuss on the relationship between BCS and HSVN.


Assuntos
Síndrome de Budd-Chiari , Carcinoma Hepatocelular , Hemangioma , Neoplasias Hepáticas , Humanos , Síndrome de Budd-Chiari/patologia , Carcinoma Hepatocelular/patologia , Neoplasias Hepáticas/patologia
13.
J Hum Genet ; 68(1): 25-31, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-36257979

RESUMO

KCNB1 encodes the α-subunit of Kv2.1, the main contributor to neuronal delayed rectifier potassium currents. The subunit consists of six transmembrane α helices (S1-S6), comprising the voltage-sensing domain (S1-S4) and the pore domain (S5-P-S6). Heterozygous KCNB1 pathogenic variants are associated with developmental and epileptic encephalopathy. Here we report an individual who shows the milder phenotype compared to the previously reported cases, including delayed language development, mild intellectual disability, attention deficit hyperactivity disorder, late-onset epilepsy responsive to an antiepileptic drug, elevation of serum creatine kinase, and peripheral axonal neuropathy. On the other hand, his brain MRI showed characteristic findings including periventricular heterotopia, polymicrogyria, and abnormal corpus callosum. Exome sequencing identified a novel de novo KCNB1 variant c.574G>A, p.(Ala192Thr) located in the S1 segment of the voltage-sensing domain. Functional analysis using the whole-cell patch-clamp technique in Neuro2a cells showed that the Ala192Thr mutant reduces both activation and inactivation of the channel at membrane voltages in the range of -50 to -30 mV. Our case could expand the phenotypic spectrum of patients with KCNB1 variants, and suggested that variants located in the S1 segment might be associated with a milder outcome of seizures.


Assuntos
Heterotopia Nodular Periventricular , Canais de Potássio Shab , Humanos , Corpo Caloso/diagnóstico por imagem , Corpo Caloso/patologia , Epilepsia/etiologia , Epilepsia/genética , Heterotopia Nodular Periventricular/genética , Fenótipo , Convulsões/etiologia , Convulsões/genética , Canais de Potássio Shab/genética
14.
J Hum Genet ; 68(4): 291-298, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-36536096

RESUMO

A recent study revealed that monoallelic missense or biallelic loss-of-function variants in the chloride voltage-gated channel 3 (CLCN3) cause neurodevelopmental disorders resulting in brain abnormalities. Functional studies suggested that some missense variants had varying gain-of-function effects on channel activity. Meanwhile, two patients with homozygous frameshift variants showed severe neuropsychiatric disorders and a range of brain structural abnormalities. Here we describe two patients with de novo CLCN3 variants affecting the same amino acid, Gly327 (p.(Gly327Ser) and p.(Gly327Asp)). They showed severe neurological phenotypes including global developmental delay, intellectual disability, hypotonia, failure to thrive, and various brain abnormalities. They also presented with characteristic brain and ophthalmological abnormalities, hippocampal and retinal degradation, which were observed in patients harboring homozygous loss-of-function variants. These findings were also observed in CLCN3-deficient mice, indicating that the monoallelic missense variant may also have a dominant negative effect. This study will expand the phenotypic spectrum of CLCN3-related disorders.


Assuntos
Encefalopatias , Deficiência Intelectual , Malformações do Sistema Nervoso , Transtornos do Neurodesenvolvimento , Animais , Camundongos , Encéfalo/diagnóstico por imagem , Deficiência Intelectual/genética , Transtornos do Neurodesenvolvimento/genética , Fenótipo , Síndrome
15.
Neurol Genet ; 8(3): e682, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-36381255

RESUMO

Background and Objectives: We investigated the genetic basis and brain metabolism and blood flow of a Japanese family with spinocerebellar degeneration (SCD), with multiple affected members for 3 generations. Methods: After excluding DNA repeat expansion (RE) of common SCD genes by fragment analysis, we performed whole-exome sequencing (WES) and whole-genome sequencing (WGS). Homozygosity mapping was performed using these data. REs were investigated with WGS data using ExpansionHunter Denovo and Expansion Hunter. Results: WES and WGS were unable to identify likely pathogenic variants, and homozygosity mapping failed to narrow down the locus. However, ExpansionHunter Denovo detected REs in intron 2 of the RFC1 gene and led us to the diagnosis of RFC1-related disorders. Subsequent repeat-primed PCR and Southern blot hybridization analyses revealed that 3 of 6 patients and 1 suspected individual had expansions of AAGGG ((AAGGG)exp) and (ACAGG)exp repeats in a compound heterozygous state and 3 had a homozygous (ACAGG)exp. The patients showed a variety of clinical features, including adult-onset ataxia, sensorimotor neuropathy, head tremor, parkinsonism, dystonia, and cognitive impairment. A comparison of previous reports with those of the family in study suggested that motor neuropathy could be a feature of compound heterozygous patients and biallelic (ACAGG)exp patients. Cognitive function tests showed cognitive impairment with a predominance of frontal lobe dysfunction. Examination of MRI, SPECT, and 18F-fluorodeoxyglucose-PET showed clear cortical damage with frontal lobe predominance in 1 case, but no cerebral damage was evident in the other 2 cases. Discussion: Our report shows the usefulness of WGS and RE detection tools for SCD of unknown cause. The studied family with RFC1-related disorders included patients with (ACAGG)exp and (AAGGG)exp in a compound heterozygous state and was characterized by motor neuropathy. Based on the results of cognitive function tests and imaging studies, 1 patient presented with cognitive impairment due to frontal lobe metabolic changes, but there were also patients who presented with cognitive impairment without apparent cerebral metabolic or blood flow, suggesting that other factors are also associated with cognitive impairment.

17.
Hum Genome Var ; 9(1): 19, 2022 Jun 03.
Artigo em Inglês | MEDLINE | ID: mdl-35661708

RESUMO

TUBB4A gene variants cause dystonia type 4 and hypomyelination with atrophy of the basal ganglia and cerebellum. We report the case of a child with delayed motor development, intellectual disability, and dystonia. Magnetic resonance imaging revealed hypomyelination and progressive cerebellar atrophy without atrophy of the basal ganglia. Whole-exome sequencing revealed a de novo heterozygous variant, c.1088T > C, p.(Met363Thr), in TUBB4A. The present case further supports the vulnerability of the cerebellum in patients with TUBB4A pathogenic variants.

19.
Neurol Genet ; 8(3): e680, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35620139

RESUMO

Objective: In this study, we report the case of a 24-year-old man with intellectual disability and childhood-onset seizures. This patient had newly identified biallelic variants in the laminin subunit gamma 3 (LAMC3) gene with unreported cortical malformation. Methods: Exome sequencing. Results: Genetic analyses revealed new biallelic variants in the LAMC3 gene. An MRI examination of the brain revealed cortical malformations predominantly in the temporal lobes and mildly in the occipital, frontal, and parietal lobes. In addition, our patient also exhibited mild midline malformation in the ventral pons, which is unique to LAMC3 variants. Discussion: Patients with LAMC3 variants have been reported to exhibit cortical malformation predominantly in the occipital lobes, but this patient exhibited cortical malformation predominantly in the temporal lobes and mildly in the occipital, frontal, and parietal lobes. In addition, this patient also exhibited mild midline malformation in the ventral pons. These unique findings cast new light on the role of LAMC3 in brain development.

20.
Genome Med ; 14(1): 40, 2022 04 26.
Artigo em Inglês | MEDLINE | ID: mdl-35468861

RESUMO

BACKGROUND: Previous large-scale studies of de novo variants identified a number of genes associated with neurodevelopmental disorders (NDDs); however, it was also predicted that many NDD-associated genes await discovery. Such genes can be discovered by integrating copy number variants (CNVs), which have not been fully considered in previous studies, and increasing the sample size. METHODS: We first constructed a model estimating the rates of de novo CNVs per gene from several factors such as gene length and number of exons. Second, we compiled a comprehensive list of de novo single-nucleotide variants (SNVs) in 41,165 individuals and de novo CNVs in 3675 individuals with NDDs by aggregating our own and publicly available datasets, including denovo-db and the Deciphering Developmental Disorders study data. Third, summing up the de novo CNV rates that we estimated and SNV rates previously established, gene-based enrichment of de novo deleterious SNVs and CNVs were assessed in the 41,165 cases. Significantly enriched genes were further prioritized according to their similarity to known NDD genes using a deep learning model that considers functional characteristics (e.g., gene ontology and expression patterns). RESULTS: We identified a total of 380 genes achieving statistical significance (5% false discovery rate), including 31 genes affected by de novo CNVs. Of the 380 genes, 52 have not previously been reported as NDD genes, and the data of de novo CNVs contributed to the significance of three genes (GLTSCR1, MARK2, and UBR3). Among the 52 genes, we reasonably excluded 18 genes [a number almost identical to the theoretically expected false positives (i.e., 380 × 0.05 = 19)] given their constraints against deleterious variants and extracted 34 "plausible" candidate genes. Their validity as NDD genes was consistently supported by their similarity in function and gene expression patterns to known NDD genes. Quantifying the overall similarity using deep learning, we identified 11 high-confidence (> 90% true-positive probabilities) candidate genes: HDAC2, SUPT16H, HECTD4, CHD5, XPO1, GSK3B, NLGN2, ADGRB1, CTR9, BRD3, and MARK2. CONCLUSIONS: We identified dozens of new candidates for NDD genes. Both the methods and the resources developed here will contribute to the further identification of novel NDD-associated genes.


Assuntos
Variações do Número de Cópias de DNA , Transtornos do Neurodesenvolvimento , Proteínas de Ciclo Celular/genética , DNA Helicases/genética , Éxons , Humanos , Proteínas do Tecido Nervoso/genética , Transtornos do Neurodesenvolvimento/genética , Nucleotídeos , Fatores de Transcrição/genética
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