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1.
Mol Biol Rep ; 51(1): 885, 2024 Aug 03.
Artigo em Inglês | MEDLINE | ID: mdl-39096335

RESUMO

BACKGROUND: Sotos syndrome is a rare and complex genetic disorder caused by haploinsufficiency of the NSD1 gene. This syndrome is characterized by rapid early childhood growth, distinct facial features, a learning disability, and multiple other developmental and behavioral challenges. METHODS AND RESULTS: In this work, we describe four Moroccan patients with variable clinical presentations of Sotos syndrome, in whom we identified four novel NSD1 monoallelic pathogenic variants by conducting targeted Next Generation Sequencing. Genetic testing allowed us to provide a precise medical diagnosis to our patients and tailor interventions to each patient's needs. CONCLUSIONS: Being the first work describing a series of Moroccan patients with this syndrome, this case series contributes to the growing body of literature on Sotos syndrome and provides valuable insights into the clinical and molecular characteristics of this rare disorder.


Assuntos
Histona-Lisina N-Metiltransferase , Mutação , Síndrome de Sotos , Humanos , Histona-Lisina N-Metiltransferase/genética , Síndrome de Sotos/genética , Masculino , Feminino , Mutação/genética , Pré-Escolar , Criança , Lactente , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Peptídeos e Proteínas de Sinalização Intracelular/genética , Marrocos , Fenótipo , Histona Metiltransferases/genética , Haploinsuficiência/genética , Adolescente
2.
S D Med ; 77(3): 129-133, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38990797

RESUMO

Sotos syndrome is an uncommon congenital overgrowth syndrome characterized by excessive growth in childhood, learning disabilities, and distinct facial features. We present the case of a young male who appeared to have the classic presentation of Sotos syndrome despite a normal genetic workup. Additionally, we present a brief review of overgrowth syndromes in order to highlight potential challenges differentiating these syndromes in clinical practice. Many overgrowth disorders often have similar presentation to Sotos syndrome, so it is important to recognize and identify specific clinical features and perform genetic testing to rule out other disorders, confirm a diagnosis, and choose the appropriate management for patients.


Assuntos
Síndrome de Sotos , Humanos , Masculino , Síndrome de Sotos/diagnóstico , Síndrome de Sotos/genética , Diagnóstico Diferencial
3.
BMJ Case Rep ; 17(7)2024 Jul 05.
Artigo em Inglês | MEDLINE | ID: mdl-38969392

RESUMO

Sotos syndrome is a disorder characterised by distinctive facial features, excessive growth during childhood and intellectual disability. While these criteria apply to children and adults, they fall short when applied to neonates. Hyperbilirubinaemia, large for gestational age, hypotonia and seizures, along with cardiac and renal anomalies, are known to be common presentations in neonates. Reports have also added hyperinsulinaemic hypoglycaemia as a presenting feature of Sotos syndrome in neonates. Here, we report a case of Sotos syndrome in a neonate who presented in the neonatal period with recurrent apnoeic episodes with hypotonia, which were later attributed to severe gastro-oesophageal reflux.


Assuntos
Refluxo Gastroesofágico , Síndrome de Sotos , Humanos , Refluxo Gastroesofágico/diagnóstico , Refluxo Gastroesofágico/complicações , Recém-Nascido , Síndrome de Sotos/diagnóstico , Síndrome de Sotos/complicações , Masculino , Feminino , Hipotonia Muscular/etiologia , Hipotonia Muscular/diagnóstico
4.
Orphanet J Rare Dis ; 19(1): 282, 2024 Jul 29.
Artigo em Inglês | MEDLINE | ID: mdl-39075508

RESUMO

BACKGROUND: Malan syndrome (MALNS), previously referred to as "Sotos syndrome 2" due to its resemblance to Sotos syndrome (SS), is an ultra-rare neurodevelopmental disorder characterized by overgrowth, typical craniofacial features, intellectual disability (ID), and a range of psychobehavioral, musculoskeletal, vision and neurological signs. As MALNS and SS partly overlap, it is essential to more accurately profile their clinical presentations and highlight their differences in order to improve syndrome specific management. An increasing number of individuals with MALNS reach adult-age though the natural history of the disorder is poorly characterized due to the small number of adult individuals described so far. As a consequence, current guidelines are limited to the pediatric population. Further delineation of MALNS is essential to optimize care in adulthood. RESULTS: A mixed approach based on cross-sectional data collection with a survey disseminated to caregivers of adults with molecularly confirmed MALNS and literature review was conducted. Twenty-eight caregivers completed the survey. Clinical presentation in adulthood is multisystemic and defined by psychobehavioral comorbidities (96%), musculoskeletal involvement (96%), vision impairment (96%) and neurological complications (86%). The most common signs were anxiety (79%), hypotonia (75%), movement difficulty (75%), scoliosis (64%), problems with coordination (61%), strabismus (57%), constipation (54%), breastbone abnormalities (54%) and advanced bone age during childhood (54%). Impaired vision was complicated by vision decline (36%) and optic atrophy (32%). We report some previously unidentified features, including high pain threshold (46%), incontinence (25%), tremors (21%), muscle hypoplasia (18%) and tics (18%). CONCLUSIONS: This survey in the adult population has allowed a more complete description of the natural history of MALNS. Our findings will contribute to the development and improvement of standards of care for adults with MALNS to assure optimal health monitoring and treatment of evolutive complications. We propose additional recommendations to the previous dataset of clinical evaluations specifically applied to adults. The comparison of MALNS and SS adult presentation highlights significant differences in terms of prevalence and severity of ID, behavioral issues, and vision problems, confirming that a proper differential diagnosis between the two conditions is indispensable to guide physicians and mental health professionals to syndrome specific management.


Assuntos
Deficiência Intelectual , Humanos , Adulto , Feminino , Masculino , Adulto Jovem , Deficiência Intelectual/epidemiologia , Pessoa de Meia-Idade , Estudos Transversais , Síndrome de Sotos , Inquéritos e Questionários , Adolescente
5.
BMC Med Genomics ; 17(1): 116, 2024 Apr 29.
Artigo em Inglês | MEDLINE | ID: mdl-38684994

RESUMO

OBJECTIVE: Sotos syndrome (SOTOS) is an uncommon genetic condition that manifests itself with the following distinctive features: prenatal overgrowth, facial abnormalities, and intellectual disability. This disorder is often associated with haploinsufficiency of the nuclear receptor-binding SET domain protein 1 (NSD1)gene. We investigated four pediatric cases characterized by early-onset overgrowth and developmental delay. The primary objective of this study was to achieve accurate genetic diagnoses. DESIGN&METHODS: A sequential analysis approach comprising chromosomal karyotyping, whole exome sequencing, and microarray analysis was conducted. RESULTS: All four cases exhibited variations in the NSD1 gene, with the identification of four previously unreported de novo variants, each specific to one case.Specifically, Case 1 carried the NSD1 (NM_022455): c.2686 C > T(p.Q896X) variant, Case 2 had the NSD1 (NM_022455): c.2858_2859delCT(p.S953X) variant, Case 3 displayed a chromosomal aberration, chr5: 5q35.2q35.3(176,516,604-176,639,249)×1, which encompassed the 5'-untranslated region of NSD1, and Case 4 harbored the NSD1 (NM_022455): c.6397T > G(p.C2133G) variant. CONCLUSION: This study not only provided precise diagnoses for these cases but also supplied significant evidence to facilitate informed consultations. Furthermore, our findings expanded the spectrum of mutations associated with SOTOS.


Assuntos
Histona-Lisina N-Metiltransferase , Síndrome de Sotos , Humanos , Histona-Lisina N-Metiltransferase/genética , Síndrome de Sotos/genética , Masculino , Feminino , Pré-Escolar , Criança , Lactente , Peptídeos e Proteínas de Sinalização Intracelular/genética , Sequenciamento do Exoma , Mutação , Cariotipagem , Histona Metiltransferases/genética , Proteínas Nucleares/genética
6.
BMC Pediatr ; 24(1): 166, 2024 Mar 08.
Artigo em Inglês | MEDLINE | ID: mdl-38459438

RESUMO

Germline mutations of NSD1 are associated with Sotos syndrome, characterized by distinctive facial features, overgrowth, and developmental delay. Approximately 3% of individuals with Sotos syndrome develop tumors. In this study, we describe an infant in pineoblastoma with facial anomalies, learning disability and mild autism at 1 years diagnosed as Sotos syndrome owing to carrying a novel mutation de novo germline NSD1 likely pathogenic variant. This patient expands both the mutation and phenotype spectrum of the Sotos Syndrome and provides new clinical insights into the potential mechanism of underlying pinealoblastoma pathology.


Assuntos
Neoplasias Encefálicas , Glândula Pineal , Pinealoma , Síndrome de Sotos , Lactente , Humanos , Síndrome de Sotos/complicações , Síndrome de Sotos/diagnóstico , Síndrome de Sotos/genética , Histona-Lisina N-Metiltransferase/genética , Histona Metiltransferases/genética , Mutação em Linhagem Germinativa , Pinealoma/complicações , Pinealoma/genética , Mutação , Glândula Pineal/patologia
7.
Am J Med Genet A ; 194(6): e63553, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38318994

RESUMO

Delineation of a developmental and behavioral trajectory is a key-topic in the context of a genetic syndrome. Short- and long-term implications concerning school outcome, independent living, and working opportunities are strictly linked to the cognitive and behavioral profile of an individual. For the first time, we present a longitudinal characterization of the adaptive and behavioral profile of a pediatric sample of 32 individuals with Sotos Syndrome (SoS) (18 males, 14 females; mean age 9.7 ± 4 years, eight carrying the NSD1 5q35 microdeletion and 24 with an intragenic mutation). We performed two clinical assessments: at baseline (T0) and at distance evaluation (T1) of adaptive and behavioral skills with a mean distance of 1.56 ± 0.95 years among timepoints. Our study reports a stability over the years-meant as lack of statistically significant clinical worsening or improvement-of both adaptive and behavioral skills investigated, regardless the level of Intellectual Quotient and chronological age at baseline. However, participants who did not discontinue intervention among T0 and T1, were characterized by a better clinical profile in terms of adaptive skills and behavioral profile at distance, emphasizing that uninterrupted intervention positively contributes to the developmental trajectory.


Assuntos
Histona-Lisina N-Metiltransferase , Síndrome de Sotos , Humanos , Masculino , Feminino , Síndrome de Sotos/genética , Síndrome de Sotos/fisiopatologia , Criança , Estudos Longitudinais , Adolescente , Histona-Lisina N-Metiltransferase/genética , Pré-Escolar , Fenótipo , Mutação , Adaptação Psicológica
8.
Stem Cell Res ; 76: 103324, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38301425

RESUMO

Sotos syndrome (SoS) is a neurodevelopmental disorder that results from NSD1 mutations that cause haploinsufficiency of NSD1. Here, we generated an induced pluripotent stem cell (iPSC) line from fibroblasts of a SoS patient carrying the pathogenic variant (c.1633delA). The cell line shows typical iPSC morphology, high expression of pluripotent markers, normal karyotype, and it differentiates into three germ layers in vitro. This line is a valuable resource for studying pathological pathways involved in SoS.


Assuntos
Craniossinostoses , Células-Tronco Pluripotentes Induzidas , Deficiência Intelectual , Síndrome de Sotos , Humanos , Síndrome de Sotos/genética , Síndrome de Sotos/metabolismo , Síndrome de Sotos/patologia , Células-Tronco Pluripotentes Induzidas/metabolismo , Mutação , Éxons , Histona-Lisina N-Metiltransferase/genética
9.
Am J Med Genet A ; 194(5): e63516, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38168088

RESUMO

The NFIX gene encodes a DNA-binding protein belonging to the nuclear factor one (NFI) family of transcription factors. Pathogenic variants of NFIX are associated with two autosomal dominant Mendelian disorders, Malan syndrome (MIM 614753) and Marshall-Smith syndrome (MIM 602535), which are clinically distinct due to different disease-causing mechanisms. NFIX variants associated with Malan syndrome are missense variants mostly located in exon 2 encoding the N-terminal DNA binding and dimerization domain or are protein-truncating variants that trigger nonsense-mediated mRNA decay (NMD) resulting in NFIX haploinsufficiency. NFIX variants associated with Marshall-Smith syndrome are protein-truncating and are clustered between exons 6 and 10, including a recurrent Alu-mediated deletion of exons 6 and 7, which can escape NMD. The more severe phenotype of Marshall-Smith syndrome is likely due to a dominant-negative effect of these protein-truncating variants that escape NMD. Here, we report a child with clinical features of Malan syndrome who has a de novo NFIX intragenic duplication. Using genome sequencing, exon-level microarray analysis, and RNA sequencing, we show that this duplication encompasses exons 6 and 7 and leads to NFIX haploinsufficiency. To our knowledge, this is the first reported case of Malan Syndrome caused by an intragenic NFIX duplication.


Assuntos
Anormalidades Múltiplas , Doenças do Desenvolvimento Ósseo , Anormalidades Craniofaciais , Deficiência Intelectual , Megalencefalia , Displasia Septo-Óptica , Síndrome de Sotos , Criança , Humanos , Fatores de Transcrição NFI/genética , Síndrome de Sotos/genética , Éxons/genética , Megalencefalia/genética , Deficiência Intelectual/genética , Análise de Sequência de RNA
10.
Neuropediatrics ; 55(1): 71-74, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36914163

RESUMO

Subdural hemorrhages (SDHs) in the pediatric population are associated with a high mortality and morbidity and may present in the context of abusive head trauma. Diagnostic investigations for such cases often include evaluation for rare genetic and metabolic disorders that can have associated SDH. Sotos syndrome is an overgrowth syndrome associated with macrocephaly and increased subarachnoid spaces and rarely with neurovascular complications. Here, we report two cases of Sotos syndrome, one with SDH during infancy who underwent repeated evaluation for suspected child abuse prior to the Sotos syndrome diagnosis and the other with enlarged extra-axial cerebrospinal fluid spaces, demonstrating a possible mechanism for SDH development in this setting. These cases suggest that some individuals with Sotos syndrome may be at elevated risk of developing SDH in infancy and that Sotos syndrome should be on the differential diagnosis during a medical genetics evaluation in cases of unexplained SDH, especially in the setting of macrocephaly.


Assuntos
Maus-Tratos Infantis , Traumatismos Craniocerebrais , Megalencefalia , Síndrome de Sotos , Humanos , Criança , Lactente , Síndrome de Sotos/complicações , Síndrome de Sotos/diagnóstico , Síndrome de Sotos/genética , Hematoma Subdural/diagnóstico , Traumatismos Craniocerebrais/complicações , Maus-Tratos Infantis/diagnóstico , Megalencefalia/etiologia , Megalencefalia/complicações
11.
Endocr J ; 71(1): 75-81, 2024 Jan 29.
Artigo em Inglês | MEDLINE | ID: mdl-37989294

RESUMO

We report three Japanese patients with Sotos syndrome accompanied by marked overgrowth, i.e., a 2 8/12-year-old boy with a height of 105.2 cm (+4.4 SD) (patient 1), the mother of patient 1 with a height of 180.8 cm (+4.1 SD) (patient 2), and a 12 10/12-year-old girl with a height of 189.4 cm (+6.3 SD) (patient 3). In addition to the marked overgrowth (tall stature), patients 1-3 exhibited Sotos syndrome-compatible macrocephaly and characteristic features, whereas intellectual and developmental disabilities remained at a borderline level in patient 1 and were apparently absent from patients 2 and 3. Thus, whole exome sequencing was performed to confirm the diagnosis, revealing a likely pathogenic c.6356A>G:p.(Asp2119Gly) variant in NSD1 of patients 1 and 2, and a likely pathogenic c.6599dupT:p.(Ser2201Valfs*4) variant in NSD1 of patient 3 (NM_022455.5). The results, in conjunction with the previously reported data in nine patients with marked overgrowth (≥4.0 SD), imply that several patients with Sotos syndrome have extreme tall stature even in adulthood. Thus, it is recommended to examine NSD1 in patients with marked overgrowth as the salient feature.


Assuntos
Síndrome de Sotos , Masculino , Feminino , Humanos , Adulto , Síndrome de Sotos/diagnóstico , Síndrome de Sotos/genética , Histona Metiltransferases , Histona-Lisina N-Metiltransferase/genética , Japão , Mutação , Peptídeos e Proteínas de Sinalização Intracelular/genética , Proteínas Nucleares/genética
12.
Prenat Diagn ; 44(3): 360-363, 2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-38152001

RESUMO

Sotos syndrome is a rare genetic disorder that occurs in less than 1 in 10,000 births. It is characterized by rapid growth during childhood (tall stature and unusually large head), typical facial dysmorphic features, neurodevelopmental delays of both mental and movement abilities, and learning disabilities. Prenatal diagnosis of Sotos syndrome is infrequent and sonographic findings are not well characterized as the condition is generally detected during childhood. We present a case in which routine third trimester ultrasound detected intracranial findings including ventriculomegaly, periventricular pseudocysts, and increased periventricular echogenicity. Although initially suspected to be the result of fetal infection with CMV, amniocentesis excluded fetal infection and microarray analysis detected a de novo 2.13 MB interstitial deletion of 5q35.2-35.3 involving several genes including the NSD1 gene, thus confirming the diagnosis of Sotos syndrome. This case provides novel characterization of the sonographic phenotype in a fetus with Sotos syndrome and discusses the differential diagnosis.


Assuntos
Síndrome de Sotos , Gravidez , Feminino , Humanos , Síndrome de Sotos/diagnóstico por imagem , Síndrome de Sotos/genética , Histona-Lisina N-Metiltransferase/genética , Histona Metiltransferases/genética , Fenótipo , Feto
14.
Res Dev Disabil ; 145: 104655, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38150933

RESUMO

BACKGROUND: An extremely heterogeneous neuropsychological phenotype has been reported in Sotos Syndrome (SoS), including socio-communicative and behavioral difficulties referred to Autism Spectrum Disorder (ASD). Nonetheless, to date, only few data are available on the topic. AIM: To investigate ASD symptoms within a sample of children with SoS in comparison to a matched control group of individuals with idiopathic ASD. METHODS: A convenience sample of SoS (n = 33, age: 9.8 ± 4.1) and ASD (n = 33, age: 9.9 ± 4.1), was included. Autistic symptoms' assessment was performed through the administration of the Autism Diagnostic Observation Schedule-Second Edition- ADOS-2, the Social Responsiveness Scale -SRS and the Social Communication Questionnaire-SCQ. RESULTS: 72.7% of SoS children presented mild to moderate levels of ASD symptoms as measured by the ADOS-2. Oneway ANOVA analysis showed that SoS individuals presenting lower IQ demonstrated higher ASD symptom's level (p = 0.01). No statistically significant differences emerged between the SoS and ASD groups within the SRS total score domain (p = 0.95). CONCLUSIONS AND IMPLICATIONS: Our results support the evidence for an increased risk for ASD in SoS, suggesting that the ASD symptoms' assessment should be regularly performed in SoS children, with subsequent important implications in terms of therapeutic strategies and later outcome.


Assuntos
Transtorno do Espectro Autista , Transtorno Autístico , Síndrome de Sotos , Criança , Humanos , Pré-Escolar , Adolescente , Transtorno do Espectro Autista/diagnóstico , Transtorno do Espectro Autista/psicologia , Transtorno Autístico/diagnóstico , Estudos de Casos e Controles , Projetos de Pesquisa
15.
Medicine (Baltimore) ; 102(48): e36169, 2023 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-38050304

RESUMO

RATIONALE: Sotos syndrome is an congenital overgrowth syndrome characterized by the primary features including overgrowth, distinctive facial features, learning disability, and accompanied with various second features. NSD1 deletion or mutation is a major pathogenic cause. Although there are some reports on treatment of this disease worldwide, less cases under treatment have been published in China. PATIENT CONCERNS: A 1-year-old boy had macrocephaly, gigantism, excessive high body height, a particular face and delayed development, with a pathogenic gene of NSD1 (NM_022455.5:c.3536delA in exon 5). DIAGNOSIS AND INTERVENTIONS: The child was definitely diagnosed as Sotos syndrome and have 3 months' combination treatment of traditional Chinese medicine and rehabilitation. OUTCOMES: The child made a great progress in global development. LESSONS: This case firstly describes the traditional Chinese medicine and rehabilitation to treat Sotos syndrome in China. There is no radical cure, but our therapy could improve the prognosis and the life quality of the patient. Therefore, this case provides a reference to the clinical treatment of Sotos syndrome.


Assuntos
Síndrome de Sotos , Criança , Masculino , Humanos , Lactente , Síndrome de Sotos/genética , Histona Metiltransferases/genética , Histona-Lisina N-Metiltransferase/genética , Medicina Tradicional Chinesa , Mutação
16.
Brain Behav ; 13(12): e3290, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37908045

RESUMO

INTRODUCTION: Sotos syndrome (SS) is an overgrowth disease characterized by distinctive facial features, advanced bone age, macrocephaly, and developmental delay is associated with alterations in the NSD1 gene. Here, we report a case of a 4-year-old female child with SS caused by NSD1 gene nonsense mutation. METHODS: Whole-exome sequencing (WES) was applied for probands and her parents. Sanger sequencing was used to confirm the mutation. We performed the literature review using PubMed and found 12 articles and 14 patients who presented with SS. RESULTS: The patient showed typical facial features of SS, hand deformities, and seizure. WES revealed de novo heterozygous variant: NSD1 (NM_022455.5), c.6095G > A, p.TRP2032*. We also reviewed the phenotype spectrum of 14 patients with SS, who exhibited a variety of clinical phenotypes, including developmental delay, seizures, scoliosis, hearing loss, cardiac and urinary system abnormalities, and so on. DISCUSSION: The lack of correlation between mutation sites or types and phenotypes was summarized by literature reviewing. The NSD1 protein contains 14 functional domains and this nonsense mutation was located in SET domain. Early appearance of the termination codon leads to protein truncation. Haploinsufficiency of the NSD1 gene causes the overgrowth disorders.


Assuntos
Síndrome de Sotos , Pré-Escolar , Feminino , Humanos , Códon sem Sentido , Histona Metiltransferases/genética , Histona-Lisina N-Metiltransferase/genética , Peptídeos e Proteínas de Sinalização Intracelular/genética , Mutação , Proteínas Nucleares/genética , Convulsões/etiologia , Síndrome de Sotos/complicações , Síndrome de Sotos/genética
17.
Cell Rep ; 42(12): 113496, 2023 12 26.
Artigo em Inglês | MEDLINE | ID: mdl-37995181

RESUMO

Appropriate histone modifications emerge as essential cell fate regulators of neuronal identities across neocortical areas and layers. Here we showed that NSD1, the methyltransferase for di-methylated lysine 36 of histone H3 (H3K36me2), controls both area and layer identities of the neocortex. Nsd1-ablated neocortex showed an area shift of all four primary functional regions and aberrant wiring of cortico-thalamic-cortical projections. Nsd1 conditional knockout mice displayed defects in spatial memory, motor learning, and coordination, resembling patients with the Sotos syndrome carrying NSD1 mutations. On Nsd1 loss, superficial-layer pyramidal neurons (PNs) progressively mis-expressed markers for deep-layer PNs, and PNs remained immature both morphologically and electrophysiologically. Loss of Nsd1 in postmitotic PNs causes genome-wide loss of H3K36me2 and re-distribution of DNA methylation, which accounts for diminished expression of neocortical layer specifiers but ectopic expression of non-neural genes. Together, H3K36me2 mediated by NSD1 is required for the establishment and maintenance of region- and layer-specific neocortical identities.


Assuntos
Histonas , Síndrome de Sotos , Animais , Humanos , Camundongos , Metilação de DNA , Histona-Lisina N-Metiltransferase/genética , Histona-Lisina N-Metiltransferase/metabolismo , Histonas/metabolismo , Mutação , Processamento de Proteína Pós-Traducional , Síndrome de Sotos/genética
18.
Hum Genet ; 142(12): 1721-1735, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37889307

RESUMO

Episignatures are popular tools for the diagnosis of rare neurodevelopmental disorders. They are commonly based on a set of differentially methylated CpGs used in combination with a support vector machine model. DNA methylation (DNAm) data often include missing values due to changes in data generation technology and batch effects. While many normalization methods exist for DNAm data, their impact on episignature performance have never been assessed. In addition, technologies to quantify DNAm evolve quickly and this may lead to poor transposition of existing episignatures generated on deprecated array versions to new ones. Indeed, probe removal between array versions, technologies or during preprocessing leads to missing values. Thus, the effect of missing data on episignature performance must also be carefully evaluated and addressed through imputation or an innovative approach to episignatures design. In this paper, we used data from patients suffering from Kabuki and Sotos syndrome to evaluate the influence of normalization methods, classification models and missing data on the prediction performances of two existing episignatures. We compare how six popular normalization methods for methylarray data affect episignature classification performances in Kabuki and Sotos syndromes and provide best practice suggestions when building new episignatures. In this setting, we show that Illumina, Noob or Funnorm normalization methods achieved higher classification performances on the testing sets compared to Quantile, Raw and Swan normalization methods. We further show that penalized logistic regression and support vector machines perform best in the classification of Kabuki and Sotos syndrome patients. Then, we describe a new paradigm to build episignatures based on the detection of differentially methylated regions (DMRs) and evaluate their performance compared to classical differentially methylated cytosines (DMCs)-based episignatures in the presence of missing data. We show that the performance of classical DMC-based episignatures suffers from the presence of missing data more than the DMR-based approach. We present a comprehensive evaluation of how the normalization of DNA methylation data affects episignature performance, using three popular classification models. We further evaluate how missing data affect those models' predictions. Finally, we propose a novel methodology to develop episignatures based on differentially methylated regions identification and show how this method slightly outperforms classical episignatures in the presence of missing data.


Assuntos
Transtornos do Neurodesenvolvimento , Síndrome de Sotos , Humanos , Síndrome de Sotos/genética , Transtornos do Neurodesenvolvimento/diagnóstico , Transtornos do Neurodesenvolvimento/genética , Metilação de DNA
19.
Mol Cell ; 83(14): 2398-2416.e12, 2023 07 20.
Artigo em Inglês | MEDLINE | ID: mdl-37402365

RESUMO

Nuclear receptor-binding SET-domain protein 1 (NSD1), a methyltransferase that catalyzes H3K36me2, is essential for mammalian development and is frequently dysregulated in diseases, including Sotos syndrome. Despite the impacts of H3K36me2 on H3K27me3 and DNA methylation, the direct role of NSD1 in transcriptional regulation remains largely unknown. Here, we show that NSD1 and H3K36me2 are enriched at cis-regulatory elements, particularly enhancers. NSD1 enhancer association is conferred by a tandem quadruple PHD (qPHD)-PWWP module, which recognizes p300-catalyzed H3K18ac. By combining acute NSD1 depletion with time-resolved epigenomic and nascent transcriptomic analyses, we demonstrate that NSD1 promotes enhancer-dependent gene transcription by facilitating RNA polymerase II (RNA Pol II) pause release. Notably, NSD1 can act as a transcriptional coactivator independent of its catalytic activity. Moreover, NSD1 enables the activation of developmental transcriptional programs associated with Sotos syndrome pathophysiology and controls embryonic stem cell (ESC) multilineage differentiation. Collectively, we have identified NSD1 as an enhancer-acting transcriptional coactivator that contributes to cell fate transition and Sotos syndrome development.


Assuntos
Proteínas Nucleares , Síndrome de Sotos , Animais , Humanos , Proteínas Nucleares/metabolismo , Cromatina , Síndrome de Sotos/genética , Síndrome de Sotos/metabolismo , Histona Metiltransferases/genética , Fatores de Transcrição/genética , Diferenciação Celular/genética , Mamíferos/metabolismo , Histona-Lisina N-Metiltransferase/genética
20.
J Psychopathol Clin Sci ; 132(6): 768-778, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37289542

RESUMO

Sotos syndrome (Sotos) and Tatton-Brown-Rahman Syndrome (TBRS) are two of the most common overgrowth disorders associated with intellectual disability. Individuals with these syndromes tend to have similar cognitive profiles and high likelihood of autism symptomatology. However, whether and how sensory processing is affected is currently unknown. Parents/caregivers of 36 children with Sotos and 20 children with TBRS completed the Child Sensory Profile-2 (CSP-2) and the Sensory Behavior Questionnaire (SBQ) along with other standardized questionnaires assessing autistic traits (Social Responsiveness Scale, Second Edition, SRS-2), attention deficit hyperactivity disorder (ADHD) traits (Conners 3), anxiety (Spence Children's Anxiety Scale, Parent Version, SCAS-P), and adaptive behavior (Vineland Adaptive Behavior Scales Third Edition). Sensory processing differences were clearly evident in both syndromes, though there was significant variation in both cohorts. SBQ data indicated that both the frequency and impact of sensory behavior were more severe when compared to neurotypicals, with levels of sensory behavior impact and frequency being similar to autistic children. CSP-2 data indicated 77% of children with Sotos and 85% children with TBRS displayed clear differences in sensory Registration (missing sensory input). Clear differences relating to Body Position (proprioceptive response to joint and muscle position; 79% Sotos; 90% TBRS) and Touch (somatosensory response to touch on skin; 56% Sotos; 60% TBRS) were also particularly prevalent. Correlation analyses demonstrated that in both syndromes sensory processing differences tend to be associated with difficulties relating to autistic traits, anxiety, and some domains of ADHD. In Sotos, sensory processing differences were also associated with lower adaptive behavior skills. This first detailed assessment of sensory processing, alongside other clinical features, in relatively large cohorts of children with Sotos and TBRS, demonstrates that sensory processing differences have a profound impact on everyday life. (PsycInfo Database Record (c) 2023 APA, all rights reserved).


Assuntos
Anormalidades Múltiplas , Deficiência Intelectual , Anormalidades Musculoesqueléticas , Síndrome de Sotos , Percepção do Tato , Criança , Humanos , Deficiência Intelectual/complicações , Deficiência Intelectual/psicologia , Síndrome de Sotos/complicações , Síndrome de Sotos/psicologia , Tato , Anormalidades Musculoesqueléticas/complicações
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