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1.
Am J Hum Genet ; 108(8): 1359-1366, 2021 08 05.
Article in English | MEDLINE | ID: mdl-34297908

ABSTRACT

DNA methylation (DNAm) signatures are unique patterns of DNAm alterations defined for rare disorders caused by pathogenic variants in epigenetic regulatory genes. The potential of DNAm signatures (also known as "episignatures") is just beginning to emerge as there are >300 known epigenetic regulatory genes, ∼100 of which are linked to neurodevelopmental disorders. To date, approximately 50 signatures have been identified, which have proven unexpectedly successful as predictive tools for classifying variants of uncertain significance as pathogenic or benign. The molecular basis of these signatures is poorly understood. Furthermore, their relationships to primary disease pathophysiology have yet to be adequately investigated, despite clear demonstrations of potential connections. There are currently no published guidelines for signature development. As signatures are highly dependent on the samples and methods used to derive them, we propose a framework for consideration in signature development including sample size, statistical parameters, cell type of origin, and the value of detailed clinical and molecular information. We illustrate the relationship between signature output/efficacy and sample size by generating and testing 837 DNAm signatures of Kleefstra syndrome using downsampling analysis. Our findings highlight that no single DNAm signature encompasses all DNAm alterations present in a rare disorder, and that a substandard study design can generate a DNAm signature that misclassifies variants. Finally, we discuss the importance of further investigating DNAm signatures to inform disease pathophysiology and broaden their scope as a functional assay.


Subject(s)
DNA Methylation , Epigenesis, Genetic , Gene Expression Regulation , Mutation , Neurodevelopmental Disorders/pathology , Animals , Humans , Neurodevelopmental Disorders/genetics
2.
Am J Hum Genet ; 108(6): 1053-1068, 2021 06 03.
Article in English | MEDLINE | ID: mdl-33909990

ABSTRACT

Truncating variants in exons 33 and 34 of the SNF2-related CREBBP activator protein (SRCAP) gene cause the neurodevelopmental disorder (NDD) Floating-Harbor syndrome (FLHS), characterized by short stature, speech delay, and facial dysmorphism. Here, we present a cohort of 33 individuals with clinical features distinct from FLHS and truncating (mostly de novo) SRCAP variants either proximal (n = 28) or distal (n = 5) to the FLHS locus. Detailed clinical characterization of the proximal SRCAP individuals identified shared characteristics: developmental delay with or without intellectual disability, behavioral and psychiatric problems, non-specific facial features, musculoskeletal issues, and hypotonia. Because FLHS is known to be associated with a unique set of DNA methylation (DNAm) changes in blood, a DNAm signature, we investigated whether there was a distinct signature associated with our affected individuals. A machine-learning model, based on the FLHS DNAm signature, negatively classified all our tested subjects. Comparing proximal variants with typically developing controls, we identified a DNAm signature distinct from the FLHS signature. Based on the DNAm and clinical data, we refer to the condition as "non-FLHS SRCAP-related NDD." All five distal variants classified negatively using the FLHS DNAm model while two classified positively using the proximal model. This suggests divergent pathogenicity of these variants, though clinically the distal group presented with NDD, similar to the proximal SRCAP group. In summary, for SRCAP, there is a clear relationship between variant location, DNAm profile, and clinical phenotype. These results highlight the power of combined epigenetic, molecular, and clinical studies to identify and characterize genotype-epigenotype-phenotype correlations.


Subject(s)
Abnormalities, Multiple/pathology , Adenosine Triphosphatases/genetics , Craniofacial Abnormalities/pathology , DNA Methylation , Epigenesis, Genetic , Growth Disorders/pathology , Heart Septal Defects, Ventricular/pathology , Mutation , Neurodevelopmental Disorders/pathology , Phenotype , Abnormalities, Multiple/genetics , Case-Control Studies , Cohort Studies , Craniofacial Abnormalities/genetics , Female , Genetic Predisposition to Disease , Growth Disorders/genetics , Heart Septal Defects, Ventricular/genetics , Humans , Infant, Newborn , Male , Neurodevelopmental Disorders/genetics
3.
Hum Genet ; 2023 Apr 06.
Article in English | MEDLINE | ID: mdl-37022461

ABSTRACT

Pathogenic variants in genes that encode epigenetic regulators are the cause for more than 100 rare neurodevelopmental syndromes also termed "chromatinopathies". DNA methylation signatures, syndrome-specific patterns of DNA methylation alterations, serve as both a research avenue for elucidating disease pathophysiology and a clinical diagnostic tool. The latter is well established, especially for the classification of variants of uncertain significance (VUS). In this perspective, we describe the seminal DNA methylation signature research in chromatinopathies; the complex relationships between genotype, phenotype and DNA methylation, and the future applications of DNA methylation signatures.

4.
Am J Hum Genet ; 106(5): 596-610, 2020 05 07.
Article in English | MEDLINE | ID: mdl-32243864

ABSTRACT

Weaver syndrome (WS), an overgrowth/intellectual disability syndrome (OGID), is caused by pathogenic variants in the histone methyltransferase EZH2, which encodes a core component of the Polycomb repressive complex-2 (PRC2). Using genome-wide DNA methylation (DNAm) data for 187 individuals with OGID and 969 control subjects, we show that pathogenic variants in EZH2 generate a highly specific and sensitive DNAm signature reflecting the phenotype of WS. This signature can be used to distinguish loss-of-function from gain-of-function missense variants and to detect somatic mosaicism. We also show that the signature can accurately classify sequence variants in EED and SUZ12, which encode two other core components of PRC2, and predict the presence of pathogenic variants in undiagnosed individuals with OGID. The discovery of a functionally relevant signature with utility for diagnostic classification of sequence variants in EZH2, EED, and SUZ12 supports the emerging paradigm shift for implementation of DNAm signatures into diagnostics and translational research.


Subject(s)
Abnormalities, Multiple/genetics , Congenital Hypothyroidism/genetics , Craniofacial Abnormalities/genetics , DNA Methylation , Enhancer of Zeste Homolog 2 Protein/genetics , Hand Deformities, Congenital/genetics , Intellectual Disability/genetics , Mutation , Polycomb Repressive Complex 2/genetics , Adolescent , Adult , Child , Child, Preschool , Cohort Studies , Female , Humans , Infant , Male , Mosaicism , Mutation, Missense/genetics , Neoplasm Proteins , Reproducibility of Results , Transcription Factors , Young Adult
5.
Acta Neuropathol ; 144(3): 537-563, 2022 09.
Article in English | MEDLINE | ID: mdl-35844027

ABSTRACT

X-linked myotubular myopathy (XLMTM) is a fatal neuromuscular disorder caused by loss of function mutations in MTM1. At present, there are no directed therapies for XLMTM, and incomplete understanding of disease pathomechanisms. To address these knowledge gaps, we performed a drug screen in mtm1 mutant zebrafish and identified four positive hits, including valproic acid, which functions as a potent suppressor of the mtm1 zebrafish phenotype via HDAC inhibition. We translated these findings to a mouse XLMTM model, and showed that valproic acid ameliorates the murine phenotype. These observations led us to interrogate the epigenome in Mtm1 knockout mice; we found increased DNA methylation, which is normalized with valproic acid, and likely mediated through aberrant 1-carbon metabolism. Finally, we made the unexpected observation that XLMTM patients share a distinct DNA methylation signature, suggesting that epigenetic alteration is a conserved disease feature amenable to therapeutic intervention.


Subject(s)
Myopathies, Structural, Congenital , Zebrafish , Animals , Disease Models, Animal , Epigenesis, Genetic , Mice , Muscle, Skeletal/metabolism , Myopathies, Structural, Congenital/drug therapy , Myopathies, Structural, Congenital/genetics , Myopathies, Structural, Congenital/metabolism , Protein Tyrosine Phosphatases, Non-Receptor/genetics , Protein Tyrosine Phosphatases, Non-Receptor/metabolism , Valproic Acid/metabolism , Valproic Acid/pharmacology , Zebrafish/metabolism
6.
J Neurophysiol ; 121(1): 321-335, 2019 01 01.
Article in English | MEDLINE | ID: mdl-30403561

ABSTRACT

This work aimed to understand the sensorimotor processes used by humans when learning how to manipulate a virtual model of locomotor dynamics. Prior research shows that when interacting with novel dynamics humans develop internal models that map neural commands to limb motion and vice versa. Whether this can be extrapolated to locomotor rehabilitation, a continuous and rhythmic activity that involves dynamically complex interactions, is unknown. In this case, humans could default to model-free strategies. These competing hypotheses were tested with a novel interactive locomotor simulator that reproduced the dynamics of hemiparetic gait. A group of 16 healthy subjects practiced using a small robotic manipulandum to alter the gait of a virtual patient (VP) that had an asymmetric locomotor pattern modeled after stroke survivors. The point of interaction was the ankle of the VP's affected leg, and the goal was to make the VP's gait symmetric. Internal model formation was probed with unexpected force channels and null force fields. Generalization was assessed by changing the target locomotor pattern and comparing outcomes with a second group of 10 naive subjects who did not practice the initial symmetric target pattern. Results supported the internal model hypothesis with aftereffects and generalization of manipulation skill. Internal models demonstrated refinements that capitalized on the natural pendular dynamics of human locomotion. This work shows that despite the complex interactive dynamics involved in shaping locomotor patterns, humans nevertheless develop and use internal models that are refined with experience. NEW & NOTEWORTHY This study aimed to understand how humans manipulate the physics of locomotion, a common task for physical therapists during locomotor rehabilitation. To achieve this aim, a novel locomotor simulator was developed that allowed participants to feel like they were manipulating the leg of a miniature virtual stroke survivor walking on a treadmill. As participants practiced improving the simulated patient's gait, they developed generalizable internal models that capitalized on the natural pendular dynamics of locomotion.


Subject(s)
Learning , Locomotion , Stroke , Virtual Reality , Adaptation, Physiological , Adult , Biomechanical Phenomena , Computer Simulation , Female , Humans , Locomotion/physiology , Lower Extremity/physiopathology , Male , Robotics , Stroke/physiopathology , Stroke Rehabilitation
7.
J Magn Reson Imaging ; 49(2): 518-524, 2019 02.
Article in English | MEDLINE | ID: mdl-30129697

ABSTRACT

BACKGROUND: Oncotype Dx is a validated genetic analysis that provides a recurrence score (RS) to quantitatively predict outcomes in patients who meet the criteria of estrogen receptor positive / human epidermal growth factor receptor-2 negative (ER+/HER2-)/node negative invasive breast carcinoma. Although effective, the test is invasive and expensive, which has motivated this investigation to determine the potential role of radiomics. HYPOTHESIS: We hypothesized that convolutional neural network (CNN) can be used to predict Oncotype Dx RS using an MRI dataset. STUDY TYPE: Institutional Review Board (IRB)-approved retrospective study from January 2010 to June 2016. POPULATION: In all, 134 patients with ER+/HER2- invasive ductal carcinoma who underwent both breast MRI and Oncotype Dx RS evaluation. Patients were classified into three groups: low risk (group 1, RS <18), intermediate risk (group 2, RS 18-30), and high risk (group 3, RS >30). FIELD STRENGTH/SEQUENCE: 1.5T and 3.0T. Breast MRI, T1 postcontrast. ASSESSMENT: Each breast tumor underwent 3D segmentation. In all, 1649 volumetric slices in 134 tumors (mean 12.3 slices/tumor) were evaluated. A CNN consisted of four convolutional layers and max-pooling layers. Dropout at 50% was applied to the second to last fully connected layer to prevent overfitting. Three-class prediction (group 1 vs. group 2 vs. group 3) and two-class prediction (group 1 vs. group 2/3) models were performed. STATISTICAL TESTS: A 5-fold crossvalidation test was performed using 80% training and 20% testing. Diagnostic accuracy, sensitivity, specificity, and receiver operating characteristic (ROC) area under the curve (AUC) were evaluated. RESULTS: The CNN achieved an overall accuracy of 81% (95% confidence interval [CI] ± 4%) in three-class prediction with specificity 90% (95% CI ± 5%), sensitivity 60% (95% CI ± 6%), and the area under the ROC curve was 0.92 (SD, 0.01). The CNN achieved an overall accuracy of 84% (95% CI ± 5%) in two-class prediction with specificity 81% (95% CI ± 4%), sensitivity 87% (95% CI ± 5%), and the area under the ROC curve was 0.92 (SD, 0.01). DATA CONCLUSION: It is feasible for current deep CNN architecture to be trained to predict Oncotype DX RS. LEVEL OF EVIDENCE: 4 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;49:518-524.


Subject(s)
Breast Neoplasms/diagnostic imaging , Carcinoma, Ductal, Breast/diagnostic imaging , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging , Neural Networks, Computer , Adult , Aged , Algorithms , Area Under Curve , Estrogen Receptor alpha/metabolism , Female , Humans , Imaging, Three-Dimensional , Middle Aged , Neoplasm Recurrence, Local , ROC Curve , Receptor, ErbB-2/metabolism , Reproducibility of Results , Retrospective Studies , Treatment Outcome
8.
Dev Sci ; 22(2): e12739, 2019 03.
Article in English | MEDLINE | ID: mdl-30176105

ABSTRACT

A growing body of research has documented associations between adverse childhood environments and DNA methylation, highlighting epigenetic processes as potential mechanisms through which early external contexts influence health across the life course. The present study tested a complementary hypothesis: indicators of children's early internal, biological, and behavioral responses to stressful challenges may also be linked to stable patterns of DNA methylation later in life. Children's autonomic nervous system reactivity, temperament, and mental health symptoms were prospectively assessed from infancy through early childhood, and principal components analysis (PCA) was applied to derive composites of biological and behavioral reactivity. Buccal epithelial cells were collected from participants at 15 and 18 years of age. Findings revealed an association between early life biobehavioral inhibition/disinhibition and DNA methylation across many genes. Notably, reactive, inhibited children were found to have decreased DNA methylation of the DLX5 and IGF2 genes at both time points, as compared to non-reactive, disinhibited children. Results of the present study are provisional but suggest that the gene's profile of DNA methylation may constitute a biomarker of normative or potentially pathological differences in reactivity. Overall, findings provide a foundation for future research to explore relations among epigenetic processes and differences in both individual-level biobehavioral risk and qualities of the early, external childhood environment.


Subject(s)
Child Behavior , DNA Methylation , Adolescent , Adult , Child , Child, Preschool , Epigenesis, Genetic , Female , Homeodomain Proteins/genetics , Homeodomain Proteins/physiology , Humans , Inhibition, Psychological , Insulin-Like Growth Factor II/genetics , Insulin-Like Growth Factor II/physiology , Male , Mental Disorders/genetics , Principal Component Analysis , Temperament , Transcription Factors/genetics , Transcription Factors/physiology
9.
J Allergy Clin Immunol ; 139(1): 112-121, 2017 01.
Article in English | MEDLINE | ID: mdl-27321436

ABSTRACT

BACKGROUND: Allergic disease affects 30% to 40% of the world's population, and its development is determined by the interplay between environmental and inherited factors. Air pollution, primarily consisting of diesel exhaust emissions, has increased at a similar rate to allergic disease. Exposure to diesel exhaust may play a role in the development and progression of allergic disease, in particular allergic respiratory disease. One potential mechanism underlying the connection between air pollution and increased allergic disease incidence is DNA methylation, an epigenetic process with the capacity to integrate gene-environment interactions. OBJECTIVE: We sought to investigate the effect of allergen and diesel exhaust exposure on bronchial epithelial DNA methylation. METHODS: We performed a randomized crossover-controlled exposure study to allergen and diesel exhaust in humans, and measured single-site (CpG) resolution global DNA methylation in bronchial epithelial cells. RESULTS: Exposure to allergen alone, diesel exhaust alone, or allergen and diesel exhaust together (coexposure) led to significant changes in 7 CpG sites at 48 hours. However, when the same lung was exposed to allergen and diesel exhaust but separated by approximately 4 weeks, significant changes in more than 500 sites were observed. Furthermore, sites of differential methylation differed depending on which exposure was experienced first. Functional analysis of differentially methylated CpG sites found genes involved in transcription factor activity, protein metabolism, cell adhesion, and vascular development, among others. CONCLUSIONS: These findings suggest that specific exposures can prime the lung for changes in DNA methylation induced by a subsequent insult.


Subject(s)
Air Pollutants/toxicity , Allergens/toxicity , Bronchi/drug effects , DNA Methylation/drug effects , Respiratory Mucosa/drug effects , Vehicle Emissions/toxicity , Adult , Antigens, Dermatophagoides/toxicity , Asthma/genetics , Asthma/metabolism , Betula/immunology , Bronchi/metabolism , CpG Islands , Female , Humans , Inhalation Exposure/adverse effects , Male , Middle Aged , Phleum/immunology , Plant Proteins/toxicity , Respiratory Mucosa/metabolism , Young Adult
10.
Nano Lett ; 16(7): 4149-57, 2016 07 13.
Article in English | MEDLINE | ID: mdl-27295061

ABSTRACT

In this work, we use electron energy-loss spectroscopy to map the complete plasmonic spectrum of aluminum nanodisks with diameters ranging from 3 to 120 nm fabricated by high-resolution electron-beam lithography. Our nanopatterning approach allows us to produce localized surface plasmon resonances across a wide spectral range spanning 2-8 eV. Electromagnetic simulations using the finite element method support the existence of dipolar, quadrupolar, and hexapolar surface plasmon modes as well as centrosymmetric breathing modes depending on the location of the electron-beam excitation. In addition, we have developed an approach using nanolithography that is capable of meV control over the energy and attosecond control over the lifetime of volume plasmons in these nanodisks. The precise measurement of volume plasmon lifetime may also provide an opportunity to probe and control the DC electrical conductivity of highly confined metallic nanostructures. Lastly, we show the strong influence of the nanodisk boundary in determining both the energy and lifetime of surface plasmons and volume plasmons locally across individual aluminum nanodisks, and we have compared these observations to similar effects produced by scaling the nanodisk diameter.

12.
Disabil Rehabil ; 46(3): 515-523, 2024 Feb.
Article in English | MEDLINE | ID: mdl-36661096

ABSTRACT

PURPOSE: This study explored the experience of adolescents with brain injuries and their caregivers who participated in the Program for the Education and Enrichment of Relational Skills (PEERS®) in Australia. MATERIALS AND METHODS: Twenty-seven adolescents and 31 caregivers, who completed the PEERS® intervention as part of an RCT, contributed to focus groups following the 14-week program. Semi-structed interviews guided focus groups. An interpretive description methodology was used to understand participants' experiences in the program and suggestions for improvements. RESULTS: Thematic analysis led to the development of five themes. "Challenging families and meeting expectations" explored the challenge and worth of participating. "Learnt new skills" highlighted skills and strategies gained and methods used to achieve these. "Connecting, belonging and understanding that's our normal" represented the value placed on the group experience. "Confidence in knowing and doing" reflected the changes in everyday social experiences and "Where to from here?" provided many suggestions for adaptation to improve practice. CONCLUSION: After taking part in the PEERS® social skills group intervention, most adolescents with brain injury and their caregivers perceived improvement in their social participation and had suggestions for improving the group experience. Some adolescents didn't enjoy the program.IMPLICATIONS FOR REHABILITATIONOffering adolescents with brain injury and their caregivers the opportunity to participate in a group social skills intervention is an important part of paediatric rehabilitation.Participants of group social skills interventions are likely to perceive improvements in their everyday social functioning following completion.Considering strategies to enhance engagement in the group is expected to be important for outcomes.Participants of group social skills programs may need additional support and adjustments to balance the demands of the intervention with other everyday family and school tasks and requirements.


Subject(s)
Brain Injuries , Cerebral Palsy , Child , Humans , Adolescent , Caregivers , Peer Group , Social Skills
13.
Am J Med Genet B Neuropsychiatr Genet ; 162B(2): 87-95, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23341099

ABSTRACT

Growing evidence for genetic overlap between schizophrenia (SCZ) and bipolar disorder (BPD) suggests that causal variants of large effect on disease risk may cross traditional diagnostic boundaries. Extended multigenerational families with both SCZ and BPD cases can be a valuable resource for discovery of shared biological pathways because they can reveal the natural evolution of the underlying genetic disruptions and their phenotypic expression. We investigated a deletion at the SLC1A1 glutamate transporter gene originally identified as a copy number variant exclusively carried by members of a 5-generation Palauan family. Using an expanded sample of 21 family members, quantitative PCR confirmed the deletion in all seven individuals with psychosis, three "obligate-carrier" parents and one unaffected sibling, while four marry-in parents were non-carriers. Linkage analysis under an autosomal dominant model generated a LOD-score of 3.64, confirming co-segregation of the deletion with psychosis. For more precise localization, we determined the approximate deletion end points using alignment of next-generation sequencing data for one affected deletion-carrier and then designed PCR amplicons to span the entire deletion locus. These probes established that the deletion spans 84,298 bp, thus eliminating the entire promoter, the transcription start site, and the first 59 amino acids of the protein, including the first transmembrane Na(2+)/dicarboxylate symporter domain, one of the domains that perform the glutamate transport action. Discovery of this functionally relevant SLC1A1 mutation and its co-segregation with psychosis in an extended multigenerational pedigree provides further support for the important role played by glutamatergic transmission in the pathophysiology of psychotic disorders.


Subject(s)
Bipolar Disorder/genetics , Chromosome Segregation/genetics , Excitatory Amino Acid Transporter 3/genetics , Family Characteristics , Gene Deletion , Genetic Predisposition to Disease , Schizophrenia/genetics , Chromosomes, Human, Pair 9/genetics , DNA Copy Number Variations/genetics , Female , Genetic Association Studies , Genetic Linkage , Humans , Male , Pedigree , Physical Chromosome Mapping , Reproducibility of Results
14.
Clin Epigenetics ; 15(1): 172, 2023 10 27.
Article in English | MEDLINE | ID: mdl-37884963

ABSTRACT

BACKGROUND: Recent findings from studies of mouse models of Mendelian disorders of epigenetic machinery strongly support the potential for postnatal therapies to improve neurobehavioral and cognitive deficits. As several of these therapies move into human clinical trials, the search for biomarkers of treatment efficacy is a priority. A potential postnatal treatment of Kabuki syndrome type 1 (KS1), caused by pathogenic variants in KMT2D encoding a histone-lysine methyltransferase, has emerged using a mouse model of KS1 (Kmt2d+/ßGeo). In this mouse model, hippocampal memory deficits are ameliorated following treatment with the histone deacetylase inhibitor (HDACi), AR-42. Here, we investigate the effect of both Kmt2d+/ßGeo genotype and AR-42 treatment on neuroanatomy and on DNA methylation (DNAm) in peripheral blood. While peripheral blood may not be considered a "primary tissue" with respect to understanding the pathophysiology of neurodevelopmental disorders, it has the potential to serve as an accessible biomarker of disease- and treatment-related changes in the brain. METHODS: Half of the KS1 and wildtype mice were treated with 14 days of AR-42. Following treatment, fixed brain samples were imaged using MRI to calculate regional volumes. Blood was assayed for genome-wide DNAm at over 285,000 CpG sites using the Illumina Infinium Mouse Methylation array. DNAm patterns and brain volumes were analyzed in the four groups of animals: wildtype untreated, wildtype AR-42 treated, KS1 untreated and KS1 AR-42 treated. RESULTS: We defined a DNAm signature in the blood of KS1 mice, that overlapped with the human KS1 DNAm signature. We also found a striking 10% decrease in total brain volume in untreated KS1 mice compared to untreated wildtype, which correlated with DNAm levels in a subset KS1 signature sites, suggesting that disease severity may be reflected in blood DNAm. Treatment with AR-42 ameliorated DNAm aberrations in KS1 mice at a small number of signature sites. CONCLUSIONS: As this treatment impacts both neurological deficits and blood DNAm in mice, future KS clinical trials in humans could be used to assess blood DNAm as an early biomarker of therapeutic efficacy.


Subject(s)
DNA Methylation , Histone Deacetylase Inhibitors , Humans , Animals , Mice , Histone Deacetylase Inhibitors/pharmacology , Histone Deacetylase Inhibitors/therapeutic use , Neuroanatomy , Biomarkers
15.
Res Dev Disabil ; 125: 104218, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35306461

ABSTRACT

BACKGROUND: Group social skills interventions (GSSIs) are offered to youth with Autism Spectrum Disorder (ASD) to improve social functioning. This systematic review focused on the adolescent population, including a wider range of disabilities. AIMS: To evaluate effectiveness of GSSIs at improving social functioning in adolescents with congenital, acquired or developmental disabilities. METHODS AND PROCEDURES: Databases, trial registries and dissertations were systematically searched and a meta-analysis of randomized controlled trials conducted. Study screening, risk-of-bias assessment and Grading of Recommendations Assessment, Development and Evaluation were completed. OUTCOMES AND RESULTS: Sixteen studies (n = 1119), 15 with adolescents with ASD and one with brain tumor survivors, revealed GSSIs reduced social impairment on the Social Responsiveness Scale (mean difference (MD) 9.68, 95% CI 5.63-13.73; P < 0.001), increased social skills on the Social Skill Improvement System Rating Scales (SMD 0.38, 95% CI 0.10-0.65; P = 0.007), and improved adolescent social knowledge on the Test of Adolescent Social Skills (MD 7.43 points, 95% CI 5.36-9.50; P < 0.001). CONCLUSIONS AND IMPLICATIONS: There is moderate certainty evidence that GSSIs improve social responsiveness, social skills and knowledge, and low certainty of evidence to improve social participation for adolescents with ASD. High quality randomized studies are required to inform clinical practice with adolescents with other disabilities. WHAT THIS PAPER ADDS: Current evidence for group social skills interventions (GSSIs) is for adolescents with autism (ASD). GSSIs likely improve social knowledge and reduce impairments in adolescents with ASD, however the effect of GSSIs on social participation is not well understood. Only one randomized trial investigated GSSIs in another population of adolescents, highlighting the need for more high-quality studies including adolescents with other disabilities.


Subject(s)
Autism Spectrum Disorder , Disabled Persons , Adolescent , Humans , Social Adjustment , Social Participation , Social Skills
16.
Curr Protoc ; 2(11): e597, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36367395

ABSTRACT

There are more than 700 genes that encode proteins that function in epigenetic regulation and chromatin modification. Germline variants in these genes (typically heterozygous) are associated with rare neurodevelopmental disorders (NDDs) characterized by growth abnormalities and intellectual and developmental delay. Advancements in next-generation sequencing have dramatically increased the detection of pathogenic sequence variants in genes encoding epigenetic machinery associated with NDDs and, concurrently, the number of clinically uninterpretable variants classified as variants of uncertain significance (VUS). Recently, DNA methylation (DNAm) signatures, disorder-specific patterns of DNAm change, have emerged as a functional tool that provides insights into disorder pathophysiology and can classify pathogenicity of variants in NDDs. To date, our group and others have identified DNAm signatures for more than 60 Mendelian neurodevelopmental disorders caused by variants in genes encoding epigenetic machinery. There is broad interest in both the research and clinical communities to develop and catalog DNAm signatures in rare NDDs, but there are challenges in optimizing study design considerations and availability of platforms that integrate bioinformatics tools with the appropriate statistical framework required to analyze genome-wide DNAm data. We previously published EpigenCentral, a platform for analysis of DNAm data in rare NDDs. In this article, we utilize the published Weaver syndrome dataset to provide step-by-step protocols for using EpigenCentral for exploratory analysis to identify DNAm signatures and for classification of NDD variants. We also provide important considerations for experimental design and interpretation of DNAm results. © 2022 Wiley Periodicals LLC. Basic Protocol 1: Exploratory analysis to identify disorder-specific DNAm signatures Basic Protocol 2: Classification of variants associated with neurodevelopmental disorders.


Subject(s)
Abnormalities, Multiple , Hand Deformities, Congenital , Neurodevelopmental Disorders , Humans , DNA Methylation/genetics , Epigenesis, Genetic/genetics , Neurodevelopmental Disorders/genetics , Abnormalities, Multiple/genetics , Hand Deformities, Congenital/genetics
17.
Front Neurol ; 12: 612817, 2021.
Article in English | MEDLINE | ID: mdl-33935932

ABSTRACT

Background: Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder that often involves impaired cognition, communication difficulties and restrictive, repetitive behaviors. ASD is extremely heterogeneous both clinically and etiologically, which represents one of the greatest challenges in studying the molecular underpinnings of ASD. While hundreds of ASD-associated genes have been identified that confer varying degrees of risk, no single gene variant accounts for >1% of ASD cases. Notably, a large number of ASD-risk genes function as epigenetic regulators, indicating potential epigenetic dysregulation in ASD. As such, we compared genome-wide DNA methylation (DNAm) in the blood of children with ASD (n = 265) to samples from age- and sex-matched, neurotypical controls (n = 122) using the Illumina Infinium HumanMethylation450 arrays. Results: While DNAm patterns did not distinctly separate ASD cases from controls, our analysis identified an epigenetically unique subset of ASD cases (n = 32); these individuals exhibited significant differential methylation from both controls than the remaining ASD cases. The CpG sites at which this subset was differentially methylated mapped to known ASD risk genes that encode proteins of the nervous and immune systems. Moreover, the observed DNAm differences were attributable to altered blood cell composition, i.e., lower granulocyte proportion and granulocyte-to-lymphocyte ratio in the ASD subset, as compared to the remaining ASD cases and controls. This ASD subset did not differ from the rest of the ASD cases in the frequency or type of high-risk genomic variants. Conclusion: Within our ASD cohort, we identified a subset of individuals that exhibit differential methylation from both controls and the remaining ASD group tightly associated with shifts in immune cell type proportions. This is an important feature that should be assessed in all epigenetic studies of blood cells in ASD. This finding also builds on past reports of changes in the immune systems of children with ASD, supporting the potential role of altered immunological mechanisms in the complex pathophysiology of ASD. The discovery of significant molecular and immunological features in subgroups of individuals with ASD may allow clinicians to better stratify patients, facilitating personalized interventions and improved outcomes.

18.
J Autism Dev Disord ; 51(10): 3610-3623, 2021 Oct.
Article in English | MEDLINE | ID: mdl-33394241

ABSTRACT

Many neurodevelopmental disorders (NDDs) share common learning and behavioural impairments, as well as features such as dysregulation of the oxytocin hormone. Here, we examined DNA methylation (DNAm) in the 1st intron of the oxytocin receptor gene, OXTR, in patients with autism spectrum (ASD), attention deficit and hyperactivity (ADHD) and obsessive compulsive (OCD) disorders. DNAm of OXTR was assessed for cohorts of ASD (blood), ADHD (saliva), OCD (saliva), which uncovered sex-specific DNAm differences compared to neurotypical, tissue-matched controls. Individuals with ASD or ADHD exhibiting extreme DNAm values had lower IQ and more social problems, respectively, than those with DNAm within normative ranges. This suggests that OXTR DNAm patterns are altered across NDDs and may be correlated with common clinical outcomes.


Subject(s)
Attention Deficit Disorder with Hyperactivity , Autism Spectrum Disorder , Obsessive-Compulsive Disorder , Attention Deficit Disorder with Hyperactivity/genetics , Autism Spectrum Disorder/genetics , DNA Methylation , Female , Humans , Male , Oxytocin/metabolism , Receptors, Oxytocin/genetics
20.
Curr Probl Diagn Radiol ; 49(6): 404-406, 2020.
Article in English | MEDLINE | ID: mdl-31277905

ABSTRACT

PURPOSE: Oncotype DX is a genomic test used to predict chemotherapy benefit and recurrence risk in early stage breast cancer patients. A previous study has shown that in patients with multiple tumors sent for Oncotype DX analysis, differing results between the tumors were yielded that ultimately changed chemotherapy management in 27% of cases. The purpose of this study is to determine the utility of preoperative MRI in Oncotype DX eligible patients. METHODS: A retrospective, Institutional review board approved study identified 888 consecutive new breast cancer patients from 2012 to 2016 at a single institution and identified 541 patients who potentially would be eligible for Oncotype DX. Frequency of additional disease in this population group was recorded. The method of imaging used, either conventional imaging (mammography and ultrasound) or additional MRI, was evaluated. RESULTS: Of 541 patients, 360 patients had conventional imaging performed only and 181 patients had an additional breast MRI. Of 541 patients, 73 patients (13.5%) had additional biopsy proven multifocal, multicentric, or contralateral tumors identified. The total number of additional disease within the conventional imaging group was 39 of 360 patients (10.8%), vs 34 of 181 patients (18.8%) in the MRI group, which was statistically significant (P = 0.02). Total 34 of 73 patients (46.6%) had additional disease only detected by MRI. CONCLUSIONS: In patients who may be eligible for Oncotype DX evaluation, 13.5% of patients were found to have additional disease. Nearly half of the patients had additional disease only detected by MRI, indicating the potentially utility of preoperative MRI in this patient population.


Subject(s)
Breast Neoplasms/diagnostic imaging , Breast Neoplasms/genetics , Genetic Testing/methods , Magnetic Resonance Imaging , Biopsy , Breast Neoplasms/therapy , Contrast Media , Female , Humans , Mammography , Meglumine/analogs & derivatives , Middle Aged , Neoplasm Recurrence, Local , Organometallic Compounds , Predictive Value of Tests , Retrospective Studies , Ultrasonography, Mammary
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