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BACKGROUND: There is a growing interest in exploring parents' views on the benefits of early diagnosis and awareness of sex chromosome trisomies. However, only a few studies focus specifically on the experience of parents of children with XYY syndrome. The present study aimed to assess, in parents of individuals with XYY, the perceived severity of their children's condition, their level of satisfaction with the disclosure process and their concerns about their children's present and future condition. METHODS: A national online sample of 56 Italian parents of children and young adults diagnosed with XYY syndrome participated in the study. They filled out a specifically developed online survey that assessed their children's areas of concern, their experience with the disclosure process and their worries about their children's condition. RESULTS: Seventy per cent of the parents received a prenatal diagnosis, whereas 30% received a postnatal diagnosis. High individual variability was found in the parent report of their child's condition. The most frequent areas of concern were attention regulation, emotion control and behaviour control. Individuals with a postnatal diagnosis showed more severe profiles. Parents were generally dissatisfied with the disclosure process, with no differences between prenatal and postnatal disclosure. However, more than 50% of the parents who received a prenatal disclosure reported that their child's condition was less severe than they had expected. In contrast, only 11% of the parents with postnatal disclosure reported this situation. Parents' concerns were negatively related to global satisfaction with the disclosure process and the correspondence between current and expected conditions but positively associated with the child's severity level. CONCLUSIONS: The results suggest that clear and realistic information during the disclosure process to parents is needed in both prenatal and postnatal communication and may alleviate parents' concerns.
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Padres , Humanos , Masculino , Femenino , Padres/psicología , Adulto , Niño , Adolescente , Adulto Joven , Diagnóstico Prenatal/psicología , Preescolar , Italia , Cariotipo XYY/psicología , Cariotipo XYY/diagnóstico , Encuestas y Cuestionarios , Trastornos de los Cromosomas Sexuales/psicología , Trastornos de los Cromosomas Sexuales/diagnóstico , Revelación de la VerdadRESUMEN
Several changes in the behavioral phenotype arise with the growth of children affected by Cornelia de Lange Syndrome (CdLS) and Rubinstein-Taybi Syndrome (RSTS). However, previous research relied on a cross-sectional study design turning into age-related comparisons of different syndromic cohorts to explore age-dependent changes. We aim to outline the variating pathways of the neuropsychiatric functioning across the lifespan in CdLS and RSTS, through the setting up of a longitudinal study design. The sample included 14 patients with CdLS and 15 with RSTS. The assessments were carried out in two different timepoints. Our findings highlight that the cognitive profile of CdLS is subjected to a worsening trend with decreasing Intellectual Quotient (IQ) scores from T0 to T1, whereas RSTS shows a stable IQ over time. Patients affected by RSTS show greater improvements compared to CdLS in communication, daily living skills, social abilities, and motor skills across the lifespan. Both syndromes report an upward trend in behavioral and emotional difficulties even if CdLS exhibit a significant and major deterioration compared to individuals with RSTS. Being aware of the early dysfunctional patterns which might pave the way for later neuropsychiatric impairments is the first step for planning preventive interventions.
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Síndrome de Cornelia de Lange , Síndrome de Rubinstein-Taybi , Humanos , Síndrome de Rubinstein-Taybi/genética , Síndrome de Rubinstein-Taybi/psicología , Estudios Longitudinales , Estudios Transversales , Síndrome de Cornelia de Lange/diagnóstico , Síndrome de Cornelia de Lange/genética , FenotipoRESUMEN
Deep neural networks have achieved state-of-the-art accuracy at classifying molecules with respect to whether they bind to specific protein targets. A key breakthrough would occur if these models could reveal the fragment pharmacophores that are causally involved in binding. Extracting chemical details of binding from the networks could enable scientific discoveries about the mechanisms of drug actions. However, doing so requires shining light into the black box that is the trained neural network model, a task that has proved difficult across many domains. Here we show how the binding mechanism learned by deep neural network models can be interrogated, using a recently described attribution method. We first work with carefully constructed synthetic datasets, in which the molecular features responsible for "binding" are fully known. We find that networks that achieve perfect accuracy on held-out test datasets still learn spurious correlations, and we are able to exploit this nonrobustness to construct adversarial examples that fool the model. This makes these models unreliable for accurately revealing information about the mechanisms of protein-ligand binding. In light of our findings, we prescribe a test that checks whether a hypothesized mechanism can be learned. If the test fails, it indicates that the model must be simplified or regularized and/or that the training dataset requires augmentation.
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Unión Proteica/fisiología , Proteínas/química , Algoritmos , Ligandos , Aprendizaje Automático , Modelos Químicos , Redes Neurales de la ComputaciónRESUMEN
BACKGROUND: The aim of this study is twofolded: to present a multi-disciplinary and multi-centric approach in the early care of patients with Klinefelter Syndrome (KS) and their families and to increase the knowledge about the behavioral phenotype of preschool boys with KS. METHODS: Fifteen boys (mean age 2 years and 7 months) who had been diagnosed prenatally were evaluated in the areas of adaptive skills, developmental level, language, and behavior. Besides offering information about their child, both parents of each couple were asked to describe their feelings at the time of the prenatal diagnosis and at the time of the study. RESULTS: The behavioral phenotype of the boys of our sample was characterized by a mean Developmental Quotient of 95 (in the normal range) but by low scores in the domain of communication, particularly in the area of expressive language. Behavioral problems were observed in some of the children, and the parents reported significant levels of distress related to their relationship with the child. All parents recalled feeling very anxious when the diagnosis was given, but nine of them (75%) said their concern diminished after receiving genetic counselling. CONCLUSIONS: A multi-disciplinary model is essential in the care of 47,XXY boys and in the assistance to their families, in order both to facilitate the children's growth and offer to the parents updated clinical and psychosocial information about the Klinefelter Syndrome and support.
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Comunicación , Síndrome de Klinefelter/fisiopatología , Relaciones Padres-Hijo , Padres/psicología , Preescolar , Femenino , Humanos , Lactante , Comunicación Interdisciplinaria , Síndrome de Klinefelter/diagnóstico , Masculino , Embarazo , Diagnóstico PrenatalRESUMEN
In this study, we present preliminary data on cognitive, behavioral and communication domains of individuals with Cornelia de Lange Syndrome (CdLS), collected through a specific protocol combining direct and indirect tools. Seventeen subjects with CdLS were assessed, 2.5- to 13.4-year-old. Cognitive level of the subjects differed from what previously described in literature, showing more patients with normal or borderline cognitive abilities. We found a relation between severe autistic behavior and comprehension impairments: all children with high CARS score have severe receptive language disability. A correlation was also found between CARS score and ID: high CARS score occurred only in patients with profound levels of ID. Results of this study support the need for a specific assessment protocol tailored for the characteristics of subjects with multiple disabilities, to be able to identify their strengths avoiding the avalanche effect of weaknesses. Most tests on neuropsychological functions have been developed and standardized for typically developing children, and require the integrity of other functions aside the one that is evaluated, determining an underestimation of the level of functioning. This study could be a starting point to develop new models applicable to other genetic syndromes and complex situations; new and wider studies are needed in order to allow a more complete and accurate assessment, thereby ensuring more efficient and family-centered treatment plans.
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Conducta del Adolescente/fisiología , Trastorno Autístico/psicología , Conducta Infantil/fisiología , Cognición/fisiología , Comunicación , Síndrome de Cornelia de Lange/diagnóstico , Síndrome de Cornelia de Lange/psicología , Adolescente , Trastorno Autístico/diagnóstico , Niño , Preescolar , Síndrome de Cornelia de Lange/genética , Femenino , Humanos , Masculino , Encuestas y Cuestionarios , Análisis y Desempeño de TareasRESUMEN
PURPOSE: This study aimed to describe speech sound development in a group of 18-month-old children with sex chromosome trisomies (SCTs), compared with a group of typically developing (TD) peers. Concurrent and longitudinal relationships between speech sound abilities and lexical development were examined. METHOD: A group of 76 children aged 18 months, 38 children prenatally diagnosed with SCTs (12 with XXY, 12 with XYY, and 14 with XXX) and 38 TD children, participated in the study. From video recordings of semistructured naturalistic parent-child play sessions, quantitative and qualitative measures of speech sound development were collected (e.g., the number of consonants, type and place of articulation, and syllable structures used), and group differences were observed. The relationships between the number of consonants produced and vocabulary size at 18 and 24 months were assessed. RESULTS: At 18 months, children with SCTs used a significantly lower number of consonants than TD children. Qualitatively, children with SCTs used significantly fewer articulatory complex consonants (fricative/affricates) and a more restricted inventory of syllable structures. The number of consonants used was significantly correlated with lexical development at 18 months. Moreover, in the SCTs group (but not in the TD group), the children with lower speech sound development at 18 months showed a significantly smaller vocabulary growth between 18 and 24 months than those with higher speech-sound development. CONCLUSIONS: Toddlers with SCTs showed a significantly delayed speech sound development pattern rather than an atypical one. Children with SCTs with low speech sound development also showed lower vocabulary growth between 18 and 24 months of age. These results can be clinically relevant for follow-up and treatment planning for children with SCTs.
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Lenguaje Infantil , Fonética , Humanos , Niño , Lactante , Trisomía/diagnóstico , Medición de la Producción del Habla , Cromosomas Sexuales , HablaRESUMEN
Fine-grained records of people's interactions, both offline and online, are collected at large scale. These data contain sensitive information about whom we meet, talk to, and when. We demonstrate here how people's interaction behavior is stable over long periods of time and can be used to identify individuals in anonymous datasets. Our attack learns the profile of an individual using geometric deep learning and triplet loss optimization. In a mobile phone metadata dataset of more than 40k people, it correctly identifies 52% of individuals based on their 2-hop interaction graph. We further show that the profiles learned by our method are stable over time and that 24% of people are still identifiable after 20 weeks. Our results suggest that people with well-balanced interaction graphs are more identifiable. Applying our attack to Bluetooth close-proximity networks, we show that even 1-hop interaction graphs are enough to identify people more than 26% of the time. Our results provide strong evidence that disconnected and even re-pseudonymized interaction data can be linked together making them personal data under the European Union's General Data Protection Regulation.
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BACKGROUND: The neuropsychological profile of children with sex chromosome trisomies [SCTs] is frequently characterised by delays and impairments in language development. However, no studies so far have specifically investigated their narrative competence. AIMS: The aim of the study was to analyse the oral narrative competence of preschool children with SCTs due to the importance of this skill for language development and learning abilities. METHODS AND PROCEDURES: Participants were 34 Italian children with SCTs one-to-one matched by age and sex to typically developing [TD] children. A storytelling task, the Narrative Competence Task, was used to assess the macrostructural and microstructural features of the children's narratives. OUTCOMES AND RESULTS: Children with SCTs showed significantly lower scores than TD peers in all the narrative indices considered, except for mental state lexicon and story length in words. CONCLUSIONS AND IMPLICATIONS: The problems found in narrative competence confirmed the existence of difficulties in the language development of children with SCTs. Narrative difficulties could affect these children's future learning skills and academic achievements.
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Trastornos del Desarrollo del Lenguaje , Trisomía , Preescolar , Humanos , Lenguaje , Trastornos del Desarrollo del Lenguaje/psicología , Narración , Cromosomas SexualesRESUMEN
OBJECTIVE: Children and adolescents with sex chromosome trisomies (SCTs) usually show a higher frequency of behavioral problems than typically developing (TD) children. However, little is known about the presence of behavioral issues in toddlers with SCT. This study aimed at investigating their behavioral profile in the second year of life and its impact on maternal stress. METHOD: Participants were 87 children ranging in age from 18 to 26 months: 63 children with SCTs (all diagnosed prenatally) and 24 TD children. Their psychomotor and language development and their behavioral profile were assessed. In addition, the level of maternal parenting stress was evaluated. RESULTS: Both psychomotor and language development were significantly lower in children with SCTs than in TD children. Conversely, no significantly greater behavioral problems emerged in children with SCTs. However, a significantly higher level of parenting stress related to a dysfunctional interaction with the child emerged in the mothers of children with SCTs. In this population, maternal stress seemed positively related to their children's emotional problems and pervasive disorders and negatively related to their children's psychomotor and linguistic competence. CONCLUSION: Although no significant behavioral issues emerged in the second year of life, the relationships found between children's behavioral profiles and maternal parenting stress highlight the importance of prenatal counseling and support groups for parents of children with SCTs. This might help them recognize the first signs of behavioral problems and become aware of their influence on parenting stress.
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Responsabilidad Parental , Problema de Conducta , Adolescente , Preescolar , Femenino , Humanos , Lactante , Madres/psicología , Responsabilidad Parental/psicología , Cromosomas Sexuales , Estrés Psicológico/psicología , TrisomíaRESUMEN
Many individual factors, such as early communicative skills, could play a role in explaining later linguistic outcomes. The detection of predictive variables is fundamental to identifying early the children who need intervention. The present study focuses on children with sex chromosome trisomies (SCTs), genetic conditions with an increased risk of developing language delays or impairments. The aims are to analyse their communicative skills at 18 months of age, and identify significant predictors of their later vocabulary size. Participants were 76 18-month-old children (38 with SCTs, and 38 typically-developing (TD) children). Their communicative skills were assessed during a parent-child play session, and parents filled in a report on their vocabulary development at 18 and 24 months. Children with SCTs showed significantly poorer linguistic skills at 18 months in both preverbal (babbling and gestures) and verbal abilities. A high percentage (nearly 70%) of toddlers with SCTs were late-talking children at 24 months, and those toddlers showed a lower frequency of babbling utterances at 18 months. Early lexical skills, children's developmental quotient, and being part of the group of toddlers with SCTs were significant predictors of children's vocabulary size six months later. These variables should be considered when assessing the linguistic competence of a child with SCTs to detect possible early risk factors of future language impairment.
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Trastornos del Desarrollo del Lenguaje , Trisomía , Femenino , Humanos , Desarrollo del Lenguaje , Cromosomas Sexuales , VocabularioRESUMEN
We have simplified the published procedure (5) for measuring sweat rates in individual human sweat glands. Sweat secretion rates were obtained from sweat drops secreted on the forearm by multiple individual glands. We computed a ratio between CFTR-dependent (by intradermal microinjection of a ß adrenergic cocktail) and CFTR-independent (by methacoline as cholinergic stimulus) sweat secretion rates. We obtained a reproducible, approximately linear readout of CFTR function with measurements performed by two different independent teams. We considered three groups (CF subjects, CF carriers and non-CF controls, n=22 in each group); their mean ratios was respectively 0.000, 0.104 and 0.205 The average ratio of CF subjects was consistent with diagnosis in 3 additional cases clinically resembling CF. All groups were clearly discriminated, with sensibility and specificity ranging from 82% to 100%. A software was developed for detecting sweat droplets. This bioassay is suitabile for multicentre studies focusing on CFTR targeted therapies, controversial diagnosis and functional relevance of rare CFTR mutations.
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Fibrosis Quística/diagnóstico por imagen , Fibrosis Quística/fisiopatología , Imagen Óptica , Glándulas Sudoríparas/fisiopatología , Sudoración/fisiología , Estudios de Casos y Controles , Humanos , Reproducibilidad de los Resultados , Sensibilidad y EspecificidadRESUMEN
OBJECTIVE: Rubinstein-Taybi syndrome (RSTS) is a rare congenital disorder (1:125.000) characterized by growth retardation, psychomotor developmental delay, microcephaly and dysmorphic features. In 25% of patients seizures have been described, and in about 66% a wide range of EEG abnormalities, but studies on neurological features are scant and dated. The aim of this study is to describe the electroclinical phenotype of twenty-three patients with RSTS, and to try to correlate electroclinical features with neuroradiological, cognitive and genetic features. PATIENTS AND METHODS: Electroclinical features of twenty-three patients with RSTS (age between18months and 20years) were analyzed. Sleep and awake EEG was performed in twenty-one patients, and brain MRI in nineteen patients. All subjects received cognitive evaluation. RESULTS: EEG abnormalities were observed in 76% (16/21) of patients. A peculiar pattern prevalent in sleep, characterized by slow monomorphic activity on posterior regions was also observed in 33% (7/21) of patients. Almost no patient presented seizures. Eighty-four percentage of patients had brain MRI abnormalities, involving corpus callosum and/or posterior periventricular white matter. Average General Quotient (GQ) was 52, while average IQ was 55, corresponding to mild Intellectual Disability. The homogeneous electroclinical pattern was observed mainly in patients with more severe neuroradiologic findings and moderate Intellectual Disability/Developmental Disability (ID/DD). No genotype-phenotype correlations were found. CONCLUSION: The specific electroclinical and neuroradiological features described may be part of a characteristic RSTS phenotype. Wider and longitudinal studies are needed to verify its significance and impact on diagnosis, prognosis and clinical management of RSTS patients.
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Encéfalo/diagnóstico por imagen , Encéfalo/fisiopatología , Síndrome de Rubinstein-Taybi/diagnóstico por imagen , Síndrome de Rubinstein-Taybi/fisiopatología , Adolescente , Niño , Preescolar , Electroencefalografía , Femenino , Humanos , Lactante , Pruebas de Inteligencia , Imagen por Resonancia Magnética , Masculino , Fenotipo , Síndrome de Rubinstein-Taybi/genética , Sueño/fisiología , Vigilia/fisiología , Adulto JovenRESUMEN
Fragile X syndrome (FXS) is one of the most frequent causes of mental retardation, intellectual disability, and autism. Most cases are the result of an expansion of the CGG trinucleotide repeat in the 5' untranslated region of the FMR1 gene and the subsequent functional loss of the related protein. We describe the case of a 4-year-old boy who clinically presents mild psychomotor delay without any major clinical dysmorphisms. Molecular analysis of the FMR1 gene showed mosaicism in terms of size and methylation, with one normal and 1 fully mutated allele, which is very rare in this syndrome. Physicians should therefore consider a diagnosis of FXS even if the patient's phenotype is mild. Although rare, diagnosing this condition has important consequences for the patient's rehabilitation and the family planning of parents and relatives.
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Proteína de la Discapacidad Intelectual del Síndrome del Cromosoma X Frágil/genética , Síndrome del Cromosoma X Frágil/diagnóstico , Síndrome del Cromosoma X Frágil/genética , Mosaicismo , Autorradiografía , Preescolar , Diagnóstico Diferencial , Síndrome del Cromosoma X Frágil/fisiopatología , Técnicas de Genotipaje , Humanos , Masculino , FenotipoRESUMEN
BACKGROUND: An increasing number of foetuses are recognized as having double Y because of the widespread use of prenatal screening using chorionic villus sampling and amniocentesis. 47, XYY karyotype occurs in about one out of 1,000 newborn males, but it is not often detected unless it is diagnosed during prenatal testing. Despite the fact that unbiased follow-up studies demonstrate largely normal post-natal development of young men with 47, XYY, there is a scarcity of controlled studies about the neurological, cognitive and behavioural phenotype which remains the main reason for anxiety and anticipatory negative attitudes of parents. Furthermore, prejudices still exist among professionals and the general population concerning the relationship between this sex chromosome aneuploidy and aggressive and antisocial behaviours. METHODS: We report on the clinical follow-up of children diagnosed prenatally with a 47,XYY karyotype, whose parents received multidisciplinary counselling and support at time of diagnosis. The specific focus of our study is on auxology, facial features, developmental milestones, behaviour, detection of aggressiveness as well as the evaluation of parental attitudes toward prenatal counselling. Clinical evaluations including auxological measurements and dysmorphological descriptions were as conducted on 13 boys aged 9 month -7 years. The Child Behavior Check List test specific for age and a 15 item questionnaire were administered to both parents. An update of ongoing problems was carried out by means of a telephone interview two years later. RESULTS: Our results show that, from birth, weight, height and head circumference were above average values while some facial features such mild hypertelorism are overrepresented when compared to parents' facial features. Language delay was detected in 8 out of 11 children older than 20 months. Parental attitudes were found to be favourable toward prenatal diagnoses of sexual chromosome aneuploidies. CONCLUSIONS: Our data, although limited, is similar to other observational studies, and serves to alert clinicians about opportunities to delineate new and appropriate educational interventions that target the specific learning challenges of XYY boys. Our experience better defines the early manifestation of XYY and should aid those involved in prenatal counselling and paediatric surveillance.