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1.
Am J Hum Genet ; 96(3): 507-13, 2015 Mar 05.
Artículo en Inglés | MEDLINE | ID: mdl-25728777

RESUMEN

Through a multi-center collaboration study, we here report six individuals from five unrelated families, with mutations in KAT6A/MOZ detected by whole-exome sequencing. All five different de novo heterozygous truncating mutations were located in the C-terminal transactivation domain of KAT6A: NM_001099412.1: c.3116_3117 delCT, p.(Ser1039∗); c.3830_3831insTT, p.(Arg1278Serfs∗17); c.3879 dupA, p.(Glu1294Argfs∗19); c.4108G>T p.(Glu1370∗) and c.4292 dupT, p.(Leu1431Phefs∗8). An additional subject with a 0.23 MB microdeletion including the entire KAT6A reading frame was identified with genome-wide array comparative genomic hybridization. Finally, by detailed clinical characterization we provide evidence that heterozygous mutations in KAT6A cause a distinct intellectual disability syndrome. The common phenotype includes hypotonia, intellectual disability, early feeding and oromotor difficulties, microcephaly and/or craniosynostosis, and cardiac defects in combination with subtle facial features such as bitemporal narrowing, broad nasal tip, thin upper lip, posteriorly rotated or low-set ears, and microretrognathia. The identification of human subjects complements previous work from mice and zebrafish where knockouts of Kat6a/kat6a lead to developmental defects.


Asunto(s)
Histona Acetiltransferasas/genética , Discapacidad Intelectual/genética , Adolescente , Niño , Preescolar , Hibridación Genómica Comparativa , Exoma , Femenino , Eliminación de Gen , Sitios Genéticos , Heterocigoto , Histona Acetiltransferasas/metabolismo , Humanos , Lactante , Masculino , Microcefalia/genética , Mutación , Linaje , Fenotipo
2.
Paediatr Anaesth ; 26(4): 356-62, 2016 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-26749540

RESUMEN

Down syndrome is a common chromosome disorder affecting all body systems. This creates unique physiologic concerns that can affect safety during anesthesia and surgery. Little consensus exists, however, on the best way to evaluate children with Down syndrome in preparation for surgery. We review a number of salient topics affecting these children in the perioperative period, including cervical spine instability, cardiovascular abnormalities, pulmonary hypertension, upper airway obstruction, hematologic disturbances, prematurity, low birth weight, and the use of supplements and alternative therapies. Recommendations include obtaining a complete blood count to detect an increased risk for bleeding or stroke, and cardiology evaluation to identify patients with pulmonary hypertension, as well as undiagnosed or residual heart disease. Pediatric cardiac anesthesiologists and intensivists should be involved as needed. The potential for cervical spine instability should be considered, and the anesthesiologist may wish to have several options available both for the medications and equipment used. The child's family should always be asked if he or she is on any nutritional supplements, as some products marketed to families may have secondary effects such as inhibition of platelet function. Using this evaluation in presurgical planning will allow physicians to better consider the individual circumstances for their patients with Down syndrome. Our goal was to optimize patient safety by choosing the most appropriate setting and perioperative personnel, and to mitigate those risk factors amenable to intervention.


Asunto(s)
Síndrome de Down/complicaciones , Síndrome de Down/fisiopatología , Cuidados Preoperatorios/métodos , Adolescente , Niño , Preescolar , Humanos , Lactante , Recién Nacido , Medición de Riesgo , Adulto Joven
3.
Nat Genet ; 39(3): 359-65, 2007 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-17277775

RESUMEN

A recessive form of severe osteogenesis imperfecta that is not caused by mutations in type I collagen has long been suspected. Mutations in human CRTAP (cartilage-associated protein) causing recessive bone disease have been reported. CRTAP forms a complex with cyclophilin B and prolyl 3-hydroxylase 1, which is encoded by LEPRE1 and hydroxylates one residue in type I collagen, alpha1(I)Pro986. We present the first five cases of a new recessive bone disorder resulting from null LEPRE1 alleles; its phenotype overlaps with lethal/severe osteogenesis imperfecta but has distinctive features. Furthermore, a mutant allele from West Africa, also found in African Americans, occurs in four of five cases. All proband LEPRE1 mutations led to premature termination codons and minimal mRNA and protein. Proband collagen had minimal 3-hydroxylation of alpha1(I)Pro986 but excess lysyl hydroxylation and glycosylation along the collagen helix. Proband collagen secretion was moderately delayed, but total collagen secretion was increased. Prolyl 3-hydroxylase 1 is therefore crucial for bone development and collagen helix formation.


Asunto(s)
Enfermedades Óseas Metabólicas/genética , Genes Recesivos , Glicoproteínas de Membrana/deficiencia , Glicoproteínas de Membrana/genética , Osteogénesis Imperfecta/genética , Proteoglicanos/deficiencia , Proteoglicanos/genética , Enfermedades Óseas Metabólicas/patología , Colágeno Tipo I/metabolismo , Femenino , Humanos , Masculino , Espectrometría de Masas , Mutación , Osteogénesis Imperfecta/diagnóstico por imagen , Osteogénesis Imperfecta/patología , Fenotipo , Procolágeno-Prolina Dioxigenasa/deficiencia , Procolágeno-Prolina Dioxigenasa/genética , Prolil Hidroxilasas , Radiografía , Factores de Tiempo , Ultrasonografía Prenatal
4.
Adv Neonatal Care ; 15(4): 248-52, 2015 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-26225593

RESUMEN

BACKGROUND: The approach to clinical evaluation of the dysmorphic neonate can be challenging and multifaceted. It requires specialized knowledge of rare diagnoses and awareness of immediate versus long-term needs for the newborn and the family. PURPOSE: This review summarizes important considerations in the initial evaluation of genetic syndromes, which can present in the neonatal period with variable aspects of dysmorphism. METHODS: An overview of the literature in this area is provided. FINDINGS/RESULTS: Several overlapping areas of concern for working with this population are addressed, including communication with the family, fundamentals of the physical examination, common genetic disorders, syndromes, as well as palliative care and end of life decision making for the newborn in the context of family needs. IMPLICATIONS FOR PRACTICE: The initial approach for the neonatal practitioner needs to focus on various aspects of the newborn's care, including medical stabilization, determining whether immediate laboratory or imaging studies are needed, careful physical examination with particular attention to detail, appropriate and timely communication with the family, and knowledge of various specific aspects of rare diseases. IMPLICATIONS FOR RESEARCH: More research is needed to better understand how to best support the newborn born with dysmorphia or a rare disease. Particular attention needs to be focused on strategies to best support the family who is often in crisis during the neonatal period.


Asunto(s)
Anomalías Craneofaciales , Errores Innatos del Metabolismo , Anomalías Múltiples , Anomalías Craneofaciales/diagnóstico , Anomalías Craneofaciales/psicología , Anomalías Craneofaciales/terapia , Humanos , Recién Nacido , Errores Innatos del Metabolismo/diagnóstico , Errores Innatos del Metabolismo/psicología , Errores Innatos del Metabolismo/terapia , Cuidados Paliativos , Relaciones Profesional-Familia
5.
J Med Genet ; 49(2): 110-8, 2012 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-22180641

RESUMEN

BACKGROUND: Chromosome 15q24 microdeletion syndrome is a rare genomic disorder characterised by intellectual disability, growth retardation, unusual facial morphology and other anomalies. To date, 20 patients have been reported; 18 have had detailed breakpoint analysis. AIM: To further delineate the features of the 15q24 microdeletion syndrome, the clinical and molecular characterisation of fifteen patients with deletions in the 15q24 region was performed, nearly doubling the number of reported patients. METHODS: Breakpoints were characterised using a custom, high-density array comparative hybridisation platform, and detailed phenotype information was collected for each patient. RESULTS: Nine distinct deletions with different breakpoints ranging in size from 266 kb to 3.75 Mb were identified. The majority of breakpoints lie within segmental duplication (SD) blocks. Low sequence identity and large intervals of unique sequence between SD blocks likely contribute to the rarity of 15q24 deletions, which occur 8-10 times less frequently than 1q21 or 15q13 microdeletions in our series. Two small, atypical deletions were identified within the region that help delineate the critical region for the core phenotype in the 15q24 microdeletion syndrome. CONCLUSION: The molecular characterisation of these patients suggests that the core cognitive features of the 15q24 microdeletion syndrome, including developmental delays and severe speech problems, are largely due to deletion of genes in a 1.1-Mb critical region. However, genes just distal to the critical region also play an important role in cognition and in the development of characteristic facial features associated with 15q24 deletions. Clearly, deletions in the 15q24 region are variable in size and extent. Knowledge of the breakpoints and size of deletion combined with the natural history and medical problems of our patients provide insights that will inform management guidelines. Based on common phenotypic features, all patients with 15q24 microdeletions should receive a thorough neurodevelopmental evaluation, physical, occupational and speech therapies, and regular audiologic and ophthalmologic screening.


Asunto(s)
Anomalías Múltiples/genética , Deleción Cromosómica , Cromosomas Humanos Par 15 , Discapacidades del Desarrollo/genética , Anomalías Múltiples/diagnóstico , Secuencia de Bases , Puntos de Rotura del Cromosoma , Hibridación Genómica Comparativa , Discapacidades del Desarrollo/diagnóstico , Facies , Femenino , Estudios de Asociación Genética , Humanos , Masculino , Datos de Secuencia Molecular , Duplicaciones Segmentarias en el Genoma , Síndrome
6.
Hum Mutat ; 33(4): 728-40, 2012 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-22290657

RESUMEN

SOX5 encodes a transcription factor involved in the regulation of chondrogenesis and the development of the nervous system. Despite its important developmental roles, SOX5 disruption has yet to be associated with human disease. We report one individual with a reciprocal translocation breakpoint within SOX5, eight individuals with intragenic SOX5 deletions (four are apparently de novo and one inherited from an affected parent), and seven individuals with larger 12p12 deletions encompassing SOX5. Common features in these subjects include prominent speech delay, intellectual disability, behavior abnormalities, and dysmorphic features. The phenotypic impact of the deletions may depend on the location of the deletion and, consequently, which of the three major SOX5 protein isoforms are affected. One intragenic deletion, involving only untranslated exons, was present in a more mildly affected subject, was inherited from a healthy parent and grandparent, and is similar to a deletion found in a control cohort. Therefore, some intragenic SOX5 deletions may have minimal phenotypic effect. Based on the location of the deletions in the subjects compared to the controls, the de novo nature of most of these deletions, and the phenotypic similarities among cases, SOX5 appears to be a dosage-sensitive, developmentally important gene.


Asunto(s)
Trastorno Dismórfico Corporal/genética , Discapacidades del Desarrollo/genética , Haploinsuficiencia , Trastornos del Desarrollo del Lenguaje/genética , Trastornos Mentales/genética , Factores de Transcripción SOXD/genética , Adolescente , Adulto , Estudios de Casos y Controles , Niño , Preescolar , Cromosomas Humanos Par 12 , Femenino , Humanos , Masculino
7.
Front Pediatr ; 10: 817133, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35372156

RESUMEN

Pallister-Killian syndrome is an uncommon genetic disorder that has broad developmental and multisystemic effects. While medical complications are widely reported throughout the literature, research on the neurodevelopmental profile has been limited. Case reports make up the majority of the few existing studies regarding the neurodevelopmental phenotype associated with this disorder. The current case report describes a 3-year-old male with Pallister-Killian syndrome (AF), reports the neurodevelopmental evaluation of his unaffected twin brother (MF), and outlines the results of an optical imaging study on both boys. AF presents with severe developmental delays, however, he ambulates with support and engages in conversation using his communication device. Most severely impaired was AF's speech and expressive language, with childhood apraxia of speech (CAS) as a possible explanation for these severe deficits. MF, the sibling, demonstrated neurotypical abilities and often advanced scores for his age. Both subjects completed a functional near-infrared spectroscopy (fNIRS) study, revealing decreased temporal and frontal lobe function in AF and typical functioning in MF. This case report expands on the existing literature on PKS by describing variances in fraternal twin presentation and novel reporting on fNIRS findings in both boys.

8.
J Med Genet ; 47(8): 513-24, 2010 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-19955556

RESUMEN

BACKGROUND: Holoprosencephaly (HPE), the most common malformation of the human forebrain, may be due to mutations in genes associated with non-syndromic HPE. Mutations in ZIC2, located on chromosome 13q32, are a common cause of non-syndromic, non-chromosomal HPE. OBJECTIVE: To characterise genetic and clinical findings in patients with ZIC2 mutations. METHODS: Through the National Institutes of Health and collaborating centres, DNA from approximately 1200 individuals with HPE spectrum disorders was analysed for sequence variations in ZIC2. Clinical details were examined and all other known cases of mutations in ZIC2 were included through a literature search. RESULTS: By direct sequencing of DNA samples of an unselected group of unrelated patients with HPE in our NIH laboratory, ZIC2 mutations were found in 8.4% (49/582) of probands. A total of 157 individuals from 119 unrelated kindreds are described, including 141 patients with intragenic sequence determined mutations in ZIC2. Only 39/157 patients have previously been clinically described. Unlike HPE due to mutations in other genes, most mutations occur de novo and the distribution of HPE types differs significantly from that of non-ZIC2 related HPE. Evidence is presented for the presence of a novel facial phenotype which includes bitemporal narrowing, upslanting palpebral fissures, a short nose with anteverted nares, a broad and well demarcated philtrum, and large ears. CONCLUSIONS: HPE due to ZIC2 mutations is distinct from that due to mutations in other genes. This may shed light on the mechanisms involved in formation of the forebrain and face and will help direct genetic counselling and diagnostic strategies.


Asunto(s)
Holoprosencefalia/genética , Holoprosencefalia/patología , Mutación/genética , Proteínas Nucleares/genética , Factores de Transcripción/genética , Femenino , Genotipo , Holoprosencefalia/clasificación , Holoprosencefalia/epidemiología , Humanos , Patrón de Herencia/genética , Imagen por Resonancia Magnética , Masculino , Fenotipo , Prevalencia
9.
Lancet Digit Health ; 3(10): e635-e643, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34481768

RESUMEN

BACKGROUND: Delays in the diagnosis of genetic syndromes are common, particularly in low and middle-income countries with limited access to genetic screening services. We, therefore, aimed to develop and evaluate a machine learning-based screening technology using facial photographs to evaluate a child's risk of presenting with a genetic syndrome for use at the point of care. METHODS: In this retrospective study, we developed a facial deep phenotyping technology based on deep neural networks and facial statistical shape models to screen children for genetic syndromes. We trained the machine learning models on facial photographs from children (aged <21 years) with a clinical or molecular diagnosis of a genetic syndrome and controls without a genetic syndrome matched for age, sex, and race or ethnicity. Images were obtained from three publicly available databases (the Atlas of Human Malformations in Diverse Populations of the National Human Genome Research Institute, Face2Gene, and the dataset available from Ferry and colleagues) and the archives of the Children's National Hospital (Washington, DC, USA), in addition to photographs taken on a standard smartphone at the Children's National Hospital. We designed a deep learning architecture structured into three neural networks, which performed image standardisation (Network A), facial morphology detection (Network B), and genetic syndrome risk estimation, accounting for phenotypic variations due to age, sex, and race or ethnicity (Network C). Data were divided randomly into 40 groups for cross validation, and the performance of the model was evaluated in terms of accuracy, sensitivity, and specificity in both the total population and stratified by race or ethnicity, age, and sex. FINDINGS: Our dataset included 2800 facial photographs of children (1318 [47%] female and 1482 [53%] male; 1576 [56%] White, 432 [15%] African, 430 [15%] Hispanic, and 362 [13%] Asian). 1400 children with 128 genetic conditions were included (the most prevalent being Williams-Beuren syndrome [19%], Cornelia de Lange syndrome [17%], Down syndrome [16%], 22q11.2 deletion [13%], and Noonan syndrome [12%] syndrome) in addition to 1400 photographs of matched controls. In the total population, our deep learning-based model had an accuracy of 88% (95% CI 87-89) for the detection of a genetic syndrome, with 90% sensitivity (95% CI 88-92) and 86% specificity (95% CI 84-88). Accuracy was greater in White (90%, 89-91) and Hispanic populations (91%, 88-94) than in African (84%, 81-87) and Asian populations (82%, 78-86). Accuracy was also similar in male (89%, 87-91) and female children (87%, 85-89), and similar in children younger than 2 years (86%, 84-88) and children aged 2 years or older (eg, 89% [87-91] for those aged 2 years to <5 years). INTERPRETATION: This genetic screening technology could support early risk stratification at the point of care in global populations, which has the potential accelerate diagnosis and reduce mortality and morbidity through preventive care. FUNDING: Children's National Hospital and Government of Abu Dhabi.


Asunto(s)
Enfermedades Genéticas Congénitas/diagnóstico , Aprendizaje Automático , Fenotipo , Fotograbar , Sistemas de Atención de Punto , África , Asia , Cara , Expresión Facial , Femenino , Hispánicos o Latinos , Humanos , Lactante , Internacionalidad , Masculino , Reproducibilidad de los Resultados , Estudios Retrospectivos , Medición de Riesgo , Sensibilidad y Especificidad , Población Blanca
10.
Hum Mutat ; 31(10): 1142-54, 2010 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-20672375

RESUMEN

A range of phenotypes including Greig cephalopolysyndactyly and Pallister-Hall syndromes (GCPS, PHS) are caused by pathogenic mutation of the GLI3 gene. To characterize the clinical variability of GLI3 mutations, we present a subset of a cohort of 174 probands referred for GLI3 analysis. Eighty-one probands with typical GCPS or PHS were previously reported, and we report the remaining 93 probands here. This includes 19 probands (12 mutations) who fulfilled clinical criteria for GCPS or PHS, 48 probands (16 mutations) with features of GCPS or PHS but who did not meet the clinical criteria (sub-GCPS and sub-PHS), 21 probands (6 mutations) with features of PHS or GCPS and oral-facial-digital syndrome, and 5 probands (1 mutation) with nonsyndromic polydactyly. These data support previously identified genotype-phenotype correlations and demonstrate a more variable degree of severity than previously recognized. The finding of GLI3 mutations in patients with features of oral-facial-digital syndrome supports the observation that GLI3 interacts with cilia. We conclude that the phenotypic spectrum of GLI3 mutations is broader than that encompassed by the clinical diagnostic criteria, but the genotype-phenotype correlation persists. Individuals with features of either GCPS or PHS should be screened for mutations in GLI3 even if they do not fulfill clinical criteria.


Asunto(s)
Anomalías Múltiples/genética , Factores de Transcripción de Tipo Kruppel/genética , Mutación , Proteínas del Tejido Nervioso/genética , Síndrome de Pallister-Hall/patología , Polidactilia/patología , Sindactilia/patología , Anomalías Craneofaciales/genética , Genotipo , Humanos , Anomalías de la Boca/genética , Síndrome de Pallister-Hall/genética , Fenotipo , Polidactilia/genética , Sindactilia/genética , Proteína Gli3 con Dedos de Zinc
11.
Am J Med Genet C Semin Med Genet ; 154C(1): 146-8, 2010 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-20104610

RESUMEN

Holoprosencephaly (HPE) is the most common malformation of the human forebrain. When a clinician identifies a patient with HPE, a routine chromosome analysis is often the first genetic test sent for laboratory analysis in order to assess for a structural or numerical chromosome anomaly. An abnormality of chromosome number is overall the most frequently identified etiology in a patient with HPE. These abnormalities include trisomy 13, trisomy 18, and triploidy, though several others have been reported. Such chromosome number abnormalities are almost universally fatal early in gestation or in infancy. Clinical features of specific chromosome number abnormalities may be recognized by phenotypic manifestations in addition to the HPE.


Asunto(s)
Aberraciones Cromosómicas , Holoprosencefalia/genética , Poliploidía , Cromosomas Humanos Par 13 , Femenino , Asesoramiento Genético/métodos , Holoprosencefalia/diagnóstico , Humanos , Recién Nacido , Mutación/fisiología , Embarazo , Diagnóstico Prenatal
12.
NPJ Genom Med ; 5(1): 53, 2020 Dec 09.
Artículo en Inglés | MEDLINE | ID: mdl-33298948

RESUMEN

USP9X is an X-chromosome gene that escapes X-inactivation. Loss or compromised function of USP9X leads to neurodevelopmental disorders in males and females. While males are impacted primarily by hemizygous partial loss-of-function missense variants, in females de novo heterozygous complete loss-of-function mutations predominate, and give rise to the clinically recognisable USP9X-female syndrome. Here we provide evidence of the contribution of USP9X missense and small in-frame deletion variants in USP9X-female syndrome also. We scrutinise the pathogenicity of eleven such variants, ten of which were novel. Combined application of variant prediction algorithms, protein structure modelling, and assessment under clinically relevant guidelines universally support their pathogenicity. The core phenotype of this cohort overlapped with previous descriptions of USP9X-female syndrome, but exposed heightened variability. Aggregate phenotypic information of 35 currently known females with predicted pathogenic variation in USP9X reaffirms the clinically recognisable USP9X-female syndrome, and highlights major differences when compared to USP9X-male associated neurodevelopmental disorders.

13.
Am J Med Genet A ; 146A(8): 997-1008, 2008 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-18348268

RESUMEN

X-linked Recessive Chondrodysplasia Punctata (CDPX1) is due to a defect in arylsulfatase E (ARSE), located on Xp22.3. Neither the substrate nor function of the encoded warfarin-sensitive arylsulfatase has been identified and molecular analysis remains the only confirmatory diagnostic test. Nevertheless, the majority of patients evaluated have not had identifiable mutations in ARSE, and thus far 23 patients have been reported. The major clinical features in these patients are also present in a group now recognized as phenocopies, due to vitamin K deficiency in early gestation or maternal autoimmune disease. We evaluated the ARSE gene in 11 patients who met clinical criteria for CDPX1. We amplified all exons and intronic flanking sequence from each patient, and investigated suspected deletions or rearrangements by southern analysis. We identified mutations in seven individuals. Of the remainder, three had maternal conditions that further expand the phenocopy group. Thus, this group might represent a proportion of the mutation-negative patients in previous studies. We extracted clinical information from all prior reports over the past decade and show that there are few distinguishing features on examination between these two groups of patients. This study supports heterogeneity for CDPX1-like phenotypes and sorting these out will help to define the biological pathway and genetic contributors.


Asunto(s)
Arilsulfatasas/genética , Condrodisplasia Punctata/enzimología , Condrodisplasia Punctata/patología , Análisis Mutacional de ADN , Enfermedades Genéticas Ligadas al Cromosoma X/enzimología , Enfermedades Genéticas Ligadas al Cromosoma X/patología , Obstrucción de las Vías Aéreas/patología , Vértebras Cervicales/anomalías , Niño , Preescolar , Condrodisplasia Punctata/genética , Cromosomas Humanos X/genética , Enfermedades Genéticas Ligadas al Cromosoma X/genética , Humanos , Lactante , Masculino , Deficiencia de Vitamina K/patología
15.
Am J Med Genet A ; 143A(24): 3204-15, 2007 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-18000976

RESUMEN

Muenke syndrome is an autosomal dominant disorder characterized by coronal suture craniosynostosis, hearing loss, developmental delay, carpal and tarsal fusions, and the presence of the Pro250Arg mutation in the FGFR3 gene. Reduced penetrance and variable expressivity contribute to the wide spectrum of clinical findings in Muenke syndrome. To better define the clinical features of this syndrome, we initiated a study of the natural history of Muenke syndrome. To date, we have conducted a standardized evaluation of nine patients with a confirmed Pro250Arg mutation in FGFR3. We reviewed audiograms from an additional 13 patients with Muenke syndrome. A majority of the patients (95%) demonstrated a mild-to-moderate, low frequency sensorineural hearing loss. This pattern of hearing loss was not previously recognized as characteristic of Muenke syndrome. We also report on feeding and swallowing difficulties in children with Muenke syndrome. Combining 312 reported cases of Muenke syndrome with data from the nine NIH patients, we found that females with the Pro250Arg mutation were significantly more likely to be reported with craniosynostosis than males (P < 0.01). Based on our findings, we propose that the clinical management should include audiometric and developmental assessment in addition to standard clinical care and appropriate genetic counseling.


Asunto(s)
Craneosinostosis/diagnóstico , Craneosinostosis/genética , Pérdida Auditiva Sensorineural/genética , Receptor Tipo 3 de Factor de Crecimiento de Fibroblastos/genética , Adulto , Anciano , Audiometría/métodos , Preescolar , Discapacidades del Desarrollo/diagnóstico , Discapacidades del Desarrollo/genética , Femenino , Pérdida Auditiva Sensorineural/diagnóstico , Humanos , Lactante , Masculino , Mutación , Linaje , Fenotipo , Factores Sexuales , Trastornos del Habla/diagnóstico , Trastornos del Habla/genética , Síndrome , Tomografía Computarizada por Rayos X/métodos
18.
Artículo en Inglés | MEDLINE | ID: mdl-25570068

RESUMEN

Down syndrome is the most common chromosomal condition that presents characteristic facial morphology and texture patterns. The early detection of Down syndrome through an automatic, non-invasive and simple way is desirable and critical to provide the best health management to newborns. In this study, we propose such a computer-aided diagnosis system for Down syndrome from photography based on facial analysis with ensemble learning. First, geometric and texture facial features are extracted based on automatically located facial landmarks, followed by feature fusion and selection. Then multiple classifiers (i.e. support vector machines, random forests and linear discriminant analysis) are adopted to identify patients with Down syndrome. An accurate and reliable decision is finally achieved by optimally combining the outputs of these individual classifiers via ensemble learning that captures both the shared and complementary information from different classifiers. The best performance was achieved by using the median ensemble rule with 0.967 accuracy, 0.977 precision and 0.933 recall.


Asunto(s)
Algoritmos , Cara/anomalías , Preescolar , Síndrome de Down/diagnóstico , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Curva ROC
19.
Med Image Anal ; 18(5): 699-710, 2014 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-24835178

RESUMEN

Down syndrome, the most common single cause of human birth defects, produces alterations in physical growth and mental retardation. If missed before birth, the early detection of Down syndrome is crucial for the management of patients and disease. However, the diagnostic accuracy for pediatricians prior to cytogenetic results is moderate and the access to specialists is limited in many social and low-economic areas. In this study, we propose a simple, non-invasive and automated framework for Down syndrome detection based on disease-specific facial patterns. Geometric and local texture features are extracted based on automatically detected anatomical landmarks to describe facial morphology and structure. To accurately locate the anatomical facial landmarks, a hierarchical constrained local model using independent component analysis (ICA) is proposed. We also introduce a data-driven ordering method for selecting dominant independent components in ICA. The hierarchical structure of the model increases the accuracy of landmark detection by fitting separate models to different groups. Then the most representative features are selected and we also demonstrate that they match clinical observations. Finally, a variety of classifiers are evaluated to discriminate between Down syndrome and healthy populations. The best performance achieved 0.967 accuracy and 0.956 F1 score using combined features and linear discriminant analysis. The method was also validated on a dataset with mixed genetic syndromes and high performance (0.970 accuracy and 0.930 F1 score) was also obtained. The promising results indicate that our method could assist in Down syndrome screening effectively in a simple, non-invasive way, and extensible to detection of other genetic syndromes.


Asunto(s)
Síndrome de Down/genética , Síndrome de Down/patología , Cara/anomalías , Cara/patología , Pruebas Genéticas/métodos , Modelos Anatómicos , Reconocimiento de Normas Patrones Automatizadas/métodos , Puntos Anatómicos de Referencia/patología , Preescolar , Simulación por Computador , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Modelos Estadísticos , Fotograbar/métodos , Análisis de Componente Principal , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Procesamiento de Señales Asistido por Computador
20.
JAMA Ophthalmol ; 132(3): 265-71, 2014 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-24435762

RESUMEN

IMPORTANCE: Monitoring young children with optic pathway gliomas (OPGs) for visual deterioration can be difficult owing to age-related noncompliance. Optical coherence tomography (OCT) measures of retinal nerve fiber layer (RNFL) thickness have been proposed as a surrogate marker of vision but this technique is also limited by patient cooperation. OBJECTIVE: To determine whether measures of circumpapillary RNFL thickness, acquired with handheld OCT (HH-OCT) during sedation, can differentiate between young children with and without vision loss from OPGs. DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional analysis of a prospective observational study was conducted at a tertiary-care children's hospital. Children with an OPG (sporadic or secondary to neurofibromatosis type 1) who were cooperative for visual acuity testing, but required sedation to complete magnetic resonance imaging, underwent HH-OCT imaging of the circumpapillary RNFL while sedated. MAIN OUTCOMES AND MEASURES: Area under the curve of the receiver operating characteristic, sensitivity, specificity, positive predictive value, and negative predictive value of the average and quadrant-specific RNFL thicknesses. RESULTS: Thirty-three children (64 eyes) met inclusion criteria (median age, 4.8 years; range, 1.8-12.6 years). In children with vision loss (abnormal visual acuity and/or visual field), RNFL thickness was decreased in all quadrants compared with the normal-vision group (P < .001 for all comparisons). Using abnormal criteria of less than 5% and less than 1%, the area under the curve was highest for the average RNFL thickness (0.96 and 0.97, respectively) compared with specific anatomic quadrants. The highest discrimination and predictive values were demonstrated for participants with 2 or more quadrants meeting less than 5% (sensitivity = 93.3; specificity = 97.9; positive predictive value = 93.3; and negative predictive value = 97.9) and less than 1% (sensitivity = 93.3; specificity = 100; positive predictive value = 100; and negative predictive value = 98.0) criteria. CONCLUSIONS AND RELEVANCE: Measures of RNFL thickness acquired with HH-OCT during sedation can differentiate between young children with and without vision loss from OPGs. For young children who do not cooperate with vision testing, HH-OCT measures may be a surrogate marker of vision. Longitudinal studies are needed to delineate the temporal relationship between RNFL decline and vision loss.


Asunto(s)
Sedación Consciente , Fibras Nerviosas/patología , Glioma del Nervio Óptico/diagnóstico , Neoplasias del Nervio Óptico/diagnóstico , Células Ganglionares de la Retina/patología , Tomografía de Coherencia Óptica , Vías Visuales/patología , Área Bajo la Curva , Niño , Preescolar , Estudios Transversales , Reacciones Falso Positivas , Femenino , Humanos , Lactante , Imagen por Resonancia Magnética , Masculino , Glioma del Nervio Óptico/fisiopatología , Neoplasias del Nervio Óptico/fisiopatología , Valor Predictivo de las Pruebas , Estudios Prospectivos , Sensibilidad y Especificidad , Trastornos de la Visión/diagnóstico , Trastornos de la Visión/fisiopatología , Agudeza Visual/fisiología , Campos Visuales/fisiología
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