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2.
Curr Oncol Rep ; 25(11): 1387-1396, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37861914

RESUMO

PURPOSE OF REVIEW: We review the recent practice-changing trials of anti-CD19 chimeric antigen receptor (CAR) T cell therapies in large B cell lymphoma (LBCL) including phase 3 comparisons with second-line standard-of-care (SOC) and phase 2 investigations in transplant-ineligible patients or as part of first-line treatment. RECENT FINDINGS: ZUMA-7 found significantly improved overall survival and event-free survival (EFS) with axicabtagene ciloleucel (axi-cel) versus SOC of salvage chemotherapy followed by autologous stem-cell transplantation. This represents the first such survival improvement in nearly 30 years for early-relapsed or refractory (r/r) LBCL. TRANSFORM demonstrated prolonged EFS for lisocabtagene maraleucel (liso-cel) versus SOC but BELINDA did not for tisagenlecleucel. Second-line CAR T cell was a viable curative-intent therapy in elderly (ZUMA-7; axi-cel) and/or transplant-ineligible (PILOT; liso-cel) patients. ZUMA-12 demonstrated effectiveness for axi-cel as part of first-line treatment for high-risk LBCL. These results support a role for CAR T cell therapy as new second-line SOC for r/r LBCL and highlight its potential evolution into future first-line treatment for high-risk disease.


Assuntos
Transplante de Células-Tronco Hematopoéticas , Linfoma Difuso de Grandes Células B , Idoso , Humanos , Imunoterapia Adotiva , Antígenos CD19 , Linfoma Difuso de Grandes Células B/terapia , Padrão de Cuidado
3.
Eur J Haematol ; 109(2): 166-181, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-35531791

RESUMO

BACKGROUND: Effective treatments for hematologic malignancies include therapies that target tyrosine kinase (TK) signaling pathways. Tumor lysis syndrome (TLS) is an oncologic emergency that can occur due to rapid turnover following the initiation of treatments for hematologic malignancy. The incidence of TLS is under-reported and it is unclear as to whether TK inhibitors (TKIs) are associated with TLS. OBJECTIVE: To conduct a systematic review to determine the incidence of TLS with TKIs. METHODS: A search was performed using EMBASE, MEDLINE, and Web of Science electronic databases, as well as a manual search of the American Society of Hematology and American Society of Clinical Oncology abstract databases. Keywords included: "tumor lysis syndrome," "tyrosine kinase inhibitors," "lymphoma," and "leukemia." RESULTS: We identified a total of 57 publications that commented on the incidence of TLS with TKIs for hematologic malignancy. Thirty-nine of those publications reported TLS as an adverse event. TLS was described as an adverse event among essentially all the subclasses of TKIs that are used to manage hematologic malignancies. CONCLUSION: The overall number of articles commenting on TLS as an adverse event is sparse and there needs to be more transparency regarding the incidence of TLS when employing newer targeted therapies. Physicians should consider the risk of TLS on an individual basis and the added risk of TLS when using TKIs to treat hematologic malignancy.


Assuntos
Neoplasias Hematológicas , Síndrome de Lise Tumoral , Neoplasias Hematológicas/complicações , Neoplasias Hematológicas/tratamento farmacológico , Humanos , Inibidores de Proteínas Quinases/efeitos adversos , Proteínas Tirosina Quinases , Fatores de Risco , Síndrome de Lise Tumoral/diagnóstico , Síndrome de Lise Tumoral/tratamento farmacológico , Síndrome de Lise Tumoral/etiologia
5.
Stem Cell Reports ; 11(5): 1211-1225, 2018 11 13.
Artigo em Inglês | MEDLINE | ID: mdl-30392976

RESUMO

Autism spectrum disorder (ASD) is phenotypically and genetically heterogeneous. We present a CRISPR gene editing strategy to insert a protein tag and premature termination sites creating an induced pluripotent stem cell (iPSC) knockout resource for functional studies of ten ASD-relevant genes (AFF2/FMR2, ANOS1, ASTN2, ATRX, CACNA1C, CHD8, DLGAP2, KCNQ2, SCN2A, TENM1). Neurogenin 2 (NGN2)-directed induction of iPSCs allowed production of excitatory neurons, and mutant proteins were not detectable. RNA sequencing revealed convergence of several neuronal networks. Using both patch-clamp and multi-electrode array approaches, the electrophysiological deficits measured were distinct for different mutations. However, they culminated in a consistent reduction in synaptic activity, including reduced spontaneous excitatory postsynaptic current frequencies in AFF2/FMR2-, ASTN2-, ATRX-, KCNQ2-, and SCN2A-null neurons. Despite ASD susceptibility genes belonging to different gene ontologies, isogenic stem cell resources can reveal common functional phenotypes, such as reduced functional connectivity.


Assuntos
Transtorno Autístico/genética , Transtorno Autístico/fisiopatologia , Edição de Genes , Predisposição Genética para Doença , Neurônios/metabolismo , Neurônios/patologia , Linhagem Celular , Eletrodos , Técnicas de Inativação de Genes , Células HEK293 , Humanos , Células-Tronco Pluripotentes Induzidas/metabolismo , Mutagênese Insercional/genética , Fenótipo
6.
Genet Med ; 20(4): 435-443, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-28771251

RESUMO

PurposeGenetic testing is an integral diagnostic component of pediatric medicine. Standard of care is often a time-consuming stepwise approach involving chromosomal microarray analysis and targeted gene sequencing panels, which can be costly and inconclusive. Whole-genome sequencing (WGS) provides a comprehensive testing platform that has the potential to streamline genetic assessments, but there are limited comparative data to guide its clinical use.MethodsWe prospectively recruited 103 patients from pediatric non-genetic subspecialty clinics, each with a clinical phenotype suggestive of an underlying genetic disorder, and compared the diagnostic yield and coverage of WGS with those of conventional genetic testing.ResultsWGS identified diagnostic variants in 41% of individuals, representing a significant increase over conventional testing results (24%; P = 0.01). Genes clinically sequenced in the cohort (n = 1,226) were well covered by WGS, with a median exonic coverage of 40 × ±8 × (mean ±SD). All the molecular diagnoses made by conventional methods were captured by WGS. The 18 new diagnoses made with WGS included structural and non-exonic sequence variants not detectable with whole-exome sequencing, and confirmed recent disease associations with the genes PIGG, RNU4ATAC, TRIO, and UNC13A.ConclusionWGS as a primary clinical test provided a higher diagnostic yield than conventional genetic testing in a clinically heterogeneous cohort.


Assuntos
Estudos de Associação Genética , Doenças Genéticas Inatas/diagnóstico , Doenças Genéticas Inatas/genética , Predisposição Genética para Doença , Testes Genéticos , Análise de Sequência de DNA , Sequenciamento Completo do Genoma , Biologia Computacional/métodos , Variações do Número de Cópias de DNA , Exoma , Feminino , Estudos de Associação Genética/métodos , Estudos de Associação Genética/normas , Testes Genéticos/métodos , Testes Genéticos/normas , Variação Genética , Humanos , Masculino , Anotação de Sequência Molecular , Fenótipo , Análise de Sequência de DNA/métodos , Análise de Sequência de DNA/normas , Sequenciamento do Exoma/métodos , Sequenciamento do Exoma/normas , Sequenciamento Completo do Genoma/métodos , Sequenciamento Completo do Genoma/normas
7.
Genome Med ; 9(1): 105, 2017 11 30.
Artigo em Inglês | MEDLINE | ID: mdl-29187259

RESUMO

BACKGROUND: Schizophrenia is a severe psychiatric disorder associated with IQ deficits. Rare copy number variations (CNVs) have been established to play an important role in the etiology of schizophrenia. Several of the large rare CNVs associated with schizophrenia have been shown to negatively affect IQ in population-based controls where no major neuropsychiatric disorder is reported. The aim of this study was to examine the diagnostic yield of microarray testing and the functional impact of genome-wide rare CNVs in a community ascertained cohort of adults with schizophrenia and low (< 85) or average (≥ 85) IQ. METHODS: We recruited 546 adults of European ancestry with schizophrenia from six community psychiatric clinics in Canada. Each individual was assigned to the low or average IQ group based on standardized tests and/or educational attainment. We used rigorous methods to detect genome-wide rare CNVs from high-resolution microarray data. We compared the burden of rare CNVs classified as pathogenic or as a variant of unknown significance (VUS) between each of the IQ groups and the genome-wide burden and functional impact of rare CNVs after excluding individuals with a pathogenic CNV. RESULTS: There were 39/546 (7.1%; 95% confidence interval [CI] = 5.2-9.7%) schizophrenia participants with at least one pathogenic CNV detected, significantly more of whom were from the low IQ group (odds ratio [OR] = 5.01 [2.28-11.03], p = 0.0001). Secondary analyses revealed that individuals with schizophrenia and average IQ had the lowest yield of pathogenic CNVs (n = 9/325; 2.8%), followed by those with borderline intellectual functioning (n = 9/130; 6.9%), non-verbal learning disability (n = 6/29; 20.7%), and co-morbid intellectual disability (n = 15/62; 24.2%). There was no significant difference in the burden of rare CNVs classified as a VUS between any of the IQ subgroups. There was a significantly (p=0.002) increased burden of rare genic duplications in individuals with schizophrenia and low IQ that persisted after excluding individuals with a pathogenic CNV. CONCLUSIONS: Using high-resolution microarrays we were able to demonstrate for the first time that the burden of pathogenic CNVs in schizophrenia differs significantly between IQ subgroups. The results of this study have implications for clinical practice and may help inform future rare variant studies of schizophrenia using next-generation sequencing technologies.


Assuntos
Testes Genéticos/normas , Testes de Inteligência/normas , Inteligência , Análise de Sequência com Séries de Oligonucleotídeos/normas , Esquizofrenia/diagnóstico , Adulto , Variações do Número de Cópias de DNA , Feminino , Humanos , Masculino , Esquizofrenia/epidemiologia , Esquizofrenia/genética
8.
Am J Med Genet A ; 173(10): 2725-2730, 2017 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-28840640

RESUMO

Disorders of brain formation can occur from pathogenic variants in various alpha and beta tubulin genes. Heterozygous pathogenic variants in the beta tubulin isotype A gene, TUBB2A, have been recently implicated in brain malformations, seizures, and developmental delay. Limited information is known regarding the phenotypic spectrum associated with pathogenic variants in this gene given the rarity of the condition. We report the sixth individual with a de novo heterozygous TUBB2A pathogenic variant, who presented with a severe neurological phenotype along with unique features of arthrogryposis multiplex congenita, optic nerve hypoplasia, dysmorphic facial features, and vocal cord paralysis, thereby expanding the gene-related phenotype.


Assuntos
Artrogripose/genética , Encefalopatias/genética , Deficiências do Desenvolvimento/genética , Mutação de Sentido Incorreto , Tubulina (Proteína)/genética , Artrogripose/complicações , Artrogripose/patologia , Encefalopatias/complicações , Encefalopatias/patologia , Pré-Escolar , Deficiências do Desenvolvimento/complicações , Deficiências do Desenvolvimento/patologia , Evolução Fatal , Predisposição Genética para Doença , Humanos , Masculino
9.
Genet Med ; 19(1): 53-61, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27195815

RESUMO

PURPOSE: The purpose of the current study was to assess the penetrance of NRXN1 deletions. METHODS: We compared the prevalence and genomic extent of NRXN1 deletions identified among 19,263 clinically referred cases to that of 15,264 controls. The burden of additional clinically relevant copy-number variations (CNVs) was used as a proxy to estimate the relative penetrance of NRXN1 deletions. RESULTS: We identified 41 (0.21%) previously unreported exonic NRXN1 deletions ascertained for developmental delay/intellectual disability that were significantly greater than in controls (odds ratio (OR) = 8.14; 95% confidence interval (CI): 2.91-22.72; P < 0.0001). Ten (22.7%) of these had a second clinically relevant CNV. Subjects with a deletion near the 3' end of NRXN1 were significantly more likely to have a second rare CNV than subjects with a 5' NRXN1 deletion (OR = 7.47; 95% CI: 2.36-23.61; P = 0.0006). The prevalence of intronic NRXN1 deletions was not statistically different between cases and controls (P = 0.618). The majority (63.2%) of intronic NRXN1 deletion cases had a second rare CNV at a prevalence twice as high as that for exonic NRXN1 deletion cases (P = 0.0035). CONCLUSIONS: The results support the importance of exons near the 5' end of NRXN1 in the expression of neurodevelopmental disorders. Intronic NRXN1 deletions do not appear to substantially increase the risk for clinical phenotypes.Genet Med 19 1, 53-61.


Assuntos
Moléculas de Adesão Celular Neuronais/genética , Predisposição Genética para Doença , Proteínas do Tecido Nervoso/genética , Transtornos do Neurodesenvolvimento/epidemiologia , Transtornos do Neurodesenvolvimento/genética , Proteínas de Ligação ao Cálcio , Criança , Variações do Número de Cópias de DNA , Éxons/genética , Feminino , Genótipo , Humanos , Íntrons/genética , Masculino , Análise em Microsséries , Moléculas de Adesão de Célula Nervosa , Transtornos do Neurodesenvolvimento/fisiopatologia , Penetrância , Fenótipo , Deleção de Sequência
10.
J Med Genet ; 53(12): 812-819, 2016 12.
Artigo em Inglês | MEDLINE | ID: mdl-27489308

RESUMO

BACKGROUND: Developmental coordination disorder is a common neurodevelopment disorder that frequently co-occurs with other neurodevelopmental disorders including attention-deficit hyperactivity disorder (ADHD). Copy-number variations (CNVs) have been implicated in a number of neurodevelopmental and psychiatric disorders; however, the proportion of heritability in developmental coordination disorder (DCD) attributed to CNVs has not been explored. OBJECTIVE: This study aims to investigate how CNVs may contribute to the genetic architecture of DCD. METHODS: CNV analysis was performed on 82 extensively phenotyped Canadian children with DCD, with or without co-occurring ADHD and/or reading disorder, and 2988 healthy European controls using identical genome-wide SNP microarrays and CNV calling algorithms. RESULTS: An increased rate of large and rare genic CNVs (p=0.009) was detected, and there was an enrichment of duplications spanning brain-expressed genes (p=0.039) and genes previously implicated in other neurodevelopmental disorders (p=0.043). Genes and loci of particular interest in this group included: GAP43, RBFOX1, PTPRN2, SHANK3, 16p11.2 and distal 22q11.2. Although no recurrent CNVs were identified, 26% of DCD cases, where sample availability permitted segregation analysis, were found to have a de novo rare CNV. Of the inherited CNVs, 64% were from a parent who also had a neurodevelopmental disorder. CONCLUSIONS: These findings suggest that there may be shared susceptibility genes for DCD and other neurodevelopmental disorders and highlight the need for thorough phenotyping when investigating the genetics of neurodevelopmental disorders. Furthermore, these data provide compelling evidence supporting a genetic basis for DCD, and further implicate rare CNVs in the aetiology of neurodevelopmental disorders.


Assuntos
Transtorno do Deficit de Atenção com Hiperatividade/genética , Variações do Número de Cópias de DNA , Predisposição Genética para Doença , Transtornos das Habilidades Motoras/genética , Adolescente , Povo Asiático/genética , Transtorno do Deficit de Atenção com Hiperatividade/complicações , Transtorno do Deficit de Atenção com Hiperatividade/metabolismo , Criança , Feminino , Proteína GAP-43/genética , Estudo de Associação Genômica Ampla , Humanos , Masculino , Transtornos das Habilidades Motoras/complicações , Transtornos das Habilidades Motoras/metabolismo , Proteínas do Tecido Nervoso/genética , Fatores de Processamento de RNA/genética , Proteínas Tirosina Fosfatases Classe 8 Semelhantes a Receptores/genética , População Branca/genética
11.
Am J Med Genet A ; 170(9): 2421-5, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27311965

RESUMO

We report a new patient with refractory epilepsy associated with a novel pathogenic homozygous MED23 variant. This 7.5-year-old boy from consanguineous parents had infantile onset global developmental delay and refractory epilepsy. He was treated with the ketogenic diet at 2.5 years of age and became seizure free on the first day. He had microcephaly and truncal hypotonia. His brain MRI showed delayed myelination and thin corpus callosum. He was enrolled in a whole exome sequencing research study, which identified a novel, homozygous, likely pathogenic (c.1937A>G; p.Gln646Arg) variant in MED23. MED23 is a regulator of energy homeostasis and glucose production. Liver-specific Med23-knockout mice showed reduced liver gluconeogenesis and lower blood glucose levels compared to control mice. This is the first patient with documented refractory epilepsy caused by a novel homozygous pathogenic variant in MED23 expanding the phenotypic spectrum. Identification of the underlying genetic defect in MED23 sheds light on the possible mechanism of complete response to the ketogenic diet in this child. © 2016 Wiley Periodicals, Inc.


Assuntos
Dieta Cetogênica , Epilepsia/dietoterapia , Epilepsia/genética , Complexo Mediador/genética , Alelos , Encéfalo/patologia , Criança , Eletroencefalografia , Epilepsia/diagnóstico , Estudos de Associação Genética , Genótipo , Humanos , Imageamento por Ressonância Magnética , Masculino , Mutação , Fenótipo , Resultado do Tratamento
12.
Int J Cardiol ; 204: 115-21, 2016 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-26655555

RESUMO

BACKGROUND: Transposition of the great arteries (TGA) is an uncommon but severe congenital heart malformation of unknown etiology. Rare copy number variations (CNVs) have been implicated in other, more common conotruncal heart defects like tetralogy of Fallot (TOF), but there are as yet no CNV studies dedicated to TGA. METHODS: Using high-resolution genome-wide microarrays and rigorous methods, we investigated CNVs in a group of prospectively recruited adults with TGA (n=101) from a single center. We compared rare CNV burden to well-matched cohorts of controls and TOF cases, adjudicating rarity using 10,113 independent population-based controls and excluding all subjects with 22q11.2 deletions. We identified candidate genes for TGA based on rare CNVs that overlapped the same gene in unrelated individuals, and pre-existing evidence suggesting a role in cardiac development. RESULTS: The TGA group was significantly enriched for large rare CNVs (2.3-fold increase, p=0.04) relative to controls, to a degree comparable with the TOF group. Extra-cardiac features were not reliable predictors of rare CNV burden. Smaller rare CNVs helped to narrow critical regions for conotruncal defects at chromosomes 10q26 and 13q13. Established and novel candidate susceptibility genes identified included ACKR3, IFT57, ITGB8, KL, NF1, NKX1-2, RERE, SLC8A1, SOX18, and ULK1. CONCLUSIONS: These data demonstrate a genome-wide role for rare CNVs in genetic risk for TGA. The findings provide further support for a genetically-related spectrum of congenital heart disease that includes TGA and TOF.


Assuntos
Variações do Número de Cópias de DNA/genética , Predisposição Genética para Doença/genética , Estudo de Associação Genômica Ampla/métodos , Transposição dos Grandes Vasos/diagnóstico , Transposição dos Grandes Vasos/genética , Adulto , Estudos de Coortes , Feminino , Predisposição Genética para Doença/epidemiologia , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Fatores de Risco
13.
JAMA ; 314(9): 895-903, 2015 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-26325558

RESUMO

IMPORTANCE: The use of genome-wide tests to provide molecular diagnosis for individuals with autism spectrum disorder (ASD) requires more study. OBJECTIVE: To perform chromosomal microarray analysis (CMA) and whole-exome sequencing (WES) in a heterogeneous group of children with ASD to determine the molecular diagnostic yield of these tests in a sample typical of a developmental pediatric clinic. DESIGN, SETTING, AND PARTICIPANTS: The sample consisted of 258 consecutively ascertained unrelated children with ASD who underwent detailed assessments to define morphology scores based on the presence of major congenital abnormalities and minor physical anomalies. The children were recruited between 2008 and 2013 in Newfoundland and Labrador, Canada. The probands were stratified into 3 groups of increasing morphological severity: essential, equivocal, and complex (scores of 0-3, 4-5, and ≥6). EXPOSURES: All probands underwent CMA, with WES performed for 95 proband-parent trios. MAIN OUTCOMES AND MEASURES: The overall molecular diagnostic yield for CMA and WES in a population-based ASD sample stratified in 3 phenotypic groups. RESULTS: Of 258 probands, 24 (9.3%, 95%CI, 6.1%-13.5%) received a molecular diagnosis from CMA and 8 of 95 (8.4%, 95%CI, 3.7%-15.9%) from WES. The yields were statistically different between the morphological groups. Among the children who underwent both CMA and WES testing, the estimated proportion with an identifiable genetic etiology was 15.8% (95%CI, 9.1%-24.7%; 15/95 children). This included 2 children who received molecular diagnoses from both tests. The combined yield was significantly higher in the complex group when compared with the essential group (pairwise comparison, P = .002). [table: see text]. CONCLUSIONS AND RELEVANCE: Among a heterogeneous sample of children with ASD, the molecular diagnostic yields of CMA and WES were comparable, and the combined molecular diagnostic yield was higher in children with more complex morphological phenotypes in comparison with the children in the essential category. If replicated in additional populations, these findings may inform appropriate selection of molecular diagnostic testing for children affected by ASD.


Assuntos
Transtornos Globais do Desenvolvimento Infantil/genética , Exoma , Análise em Microsséries/métodos , Técnicas de Diagnóstico Molecular/métodos , Síndrome de Asperger/diagnóstico , Síndrome de Asperger/genética , Transtorno Autístico/diagnóstico , Transtorno Autístico/genética , Criança , Transtornos Globais do Desenvolvimento Infantil/diagnóstico , Transtornos Globais do Desenvolvimento Infantil/patologia , Pré-Escolar , Feminino , Humanos , Masculino , Análise em Microsséries/estatística & dados numéricos , Técnicas de Diagnóstico Molecular/estatística & dados numéricos , Mutação , Análise de Sequência com Séries de Oligonucleotídeos/estatística & dados numéricos , Fenótipo , Análise de Sequência de DNA/métodos , Análise de Sequência de Proteína/métodos
14.
Hum Mutat ; 36(7): 689-93, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25884337

RESUMO

Duplications of chromosome region 15q11-q13 with the maternal imprint are associated with a wide spectrum of neuropsychiatric disorders, including autism spectrum disorders, developmental delay, learning difficulties, schizophrenia, and seizures. These observations suggest there is a dosage-sensitive imprinted gene or genes within this region that explains the increased risk for neuropsychiatric phenotypes. We present a female patient with developmental delay in whom we identified a maternally inherited 129-Kb duplication in chromosome region 15q11.2 encompassing only the UBE3A gene. Expression analysis in cultured fibroblasts confirmed overexpression of UBE3A in the proband, compared with age- and sex-matched controls. We further tested segregation of this duplication in four generations and found it segregated with neuropsychiatric phenotypes. Our study shows for the first time clinical features associated with overexpression of UBE3A in humans and underscores the significance of this gene in the phenotype of individuals with 15q11-q13 duplication.


Assuntos
Cromossomos Humanos Par 15 , Deficiências do Desenvolvimento/genética , Duplicação Gênica , Doenças do Sistema Nervoso/genética , Ubiquitina-Proteína Ligases/genética , Feminino , Fibroblastos/metabolismo , Estudos de Associação Genética , Humanos , Fenótipo
15.
BMC Med Genomics ; 8 Suppl 1: S7, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25783485

RESUMO

BACKGROUND: A substantial proportion of Autism Spectrum Disorder (ASD) risk resides in de novo germline and rare inherited genetic variation. In particular, rare copy number variation (CNV) contributes to ASD risk in up to 10% of ASD subjects. Despite the striking degree of genetic heterogeneity, case-control studies have detected specific burden of rare disruptive CNV for neuronal and neurodevelopmental pathways. Here, we used machine learning methods to classify ASD subjects and controls, based on rare CNV data and comprehensive gene annotations. We investigated performance of different methods and estimated the percentage of ASD subjects that could be reliably classified based on presumed etiologic CNV they carry. RESULTS: We analyzed 1,892 Caucasian ASD subjects and 2,342 matched controls. Rare CNVs (frequency 1% or less) were detected using Illumina 1M and 1M-Duo BeadChips. Conditional Inference Forest (CF) typically performed as well as or better than other classification methods. We found a maximum AUC (area under the ROC curve) of 0.533 when considering all ASD subjects with rare genic CNVs, corresponding to 7.9% correctly classified ASD subjects and less than 3% incorrectly classified controls; performance was significantly higher when considering only subjects harboring de novo or pathogenic CNVs. We also found rare losses to be more predictive than gains and that curated neurally-relevant annotations (brain expression, synaptic components and neurodevelopmental phenotypes) outperform Gene Ontology and pathway-based annotations. CONCLUSIONS: CF is an optimal classification approach for case-control rare CNV data and it can be used to prioritize subjects with variants potentially contributing to ASD risk not yet recognized. The neurally-relevant annotations used in this study could be successfully applied to rare CNV case-control data-sets for other neuropsychiatric disorders.


Assuntos
Transtorno Autístico/classificação , Transtorno Autístico/genética , Biologia Computacional/métodos , Variações do Número de Cópias de DNA/genética , Anotação de Sequência Molecular , Estudos de Casos e Controles , Feminino , Ontologia Genética , Humanos , Aprendizado de Máquina , Masculino
16.
Proc Natl Acad Sci U S A ; 112(3): 851-6, 2015 Jan 20.
Artigo em Inglês | MEDLINE | ID: mdl-25561528

RESUMO

Glioblastoma (GBM) is a cancer comprised of morphologically, genetically, and phenotypically diverse cells. However, an understanding of the functional significance of intratumoral heterogeneity is lacking. We devised a method to isolate and functionally profile tumorigenic clones from patient glioblastoma samples. Individual clones demonstrated unique proliferation and differentiation abilities. Importantly, naïve patient tumors included clones that were temozolomide resistant, indicating that resistance to conventional GBM therapy can preexist in untreated tumors at a clonal level. Further, candidate therapies for resistant clones were detected with clone-specific drug screening. Genomic analyses revealed genes and pathways that associate with specific functional behavior of single clones. Our results suggest that functional clonal profiling used to identify tumorigenic and drug-resistant tumor clones will lead to the discovery of new GBM clone-specific treatment strategies.


Assuntos
Neoplasias Encefálicas/patologia , Glioblastoma/patologia , Antineoplásicos/uso terapêutico , Neoplasias Encefálicas/tratamento farmacológico , Neoplasias Encefálicas/genética , Linhagem Celular Tumoral , Dacarbazina/análogos & derivados , Dacarbazina/uso terapêutico , Resistencia a Medicamentos Antineoplásicos , Glioblastoma/tratamento farmacológico , Glioblastoma/genética , Humanos , Análise de Célula Única , Temozolomida
17.
Genet Med ; 17(2): 149-57, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25077648

RESUMO

PURPOSE: Recurrent 15q13.3 deletions are enriched in multiple neurodevelopmental conditions including intellectual disability, autism, epilepsy, and schizophrenia. However, the 15q13.3 microdeletion syndrome remains ill-defined. METHODS: We systematically compiled all cases of 15q13.3 deletion published before 2014. We also examined three locally available cohorts to identify new adults with 15q13.3 deletions. RESULTS: We identified a total of 246 cases (133 children, 113 adults) with deletions overlapping or within the 15q13.3 (breakpoint (BP)4-BP5) region, including seven novel adult cases from local cohorts. No BP4-BP5 deletions were identified in 23,838 adult controls. Where known, 15q13.3 deletions were typically inherited (85.4%) and disproportionately of maternal origin (P < 0.0001). Overall, 198 cases (121 children, 77 adults; 80.5%) had at least one neuropsychiatric diagnosis. Accounting for ascertainment, developmental disability/intellectual disability was present in 57.7%, epilepsy/seizures in 28.0%, speech problems in 15.9%, autism spectrum disorder in 10.9%, schizophrenia in 10.2%, mood disorder in 10.2%, and attention deficit hyperactivity disorder in 6.5%. By contrast, major congenital malformations, including congenital heart disease (2.4%), were uncommon. Placenta previa occurred in the pregnancies of four cases. CONCLUSION: The 15q13.3 microdeletion syndrome is predominantly characterized by neuropsychiatric expression. There are implications for pre- and postnatal detection, genetic counseling, and anticipatory care.


Assuntos
Transtornos Cromossômicos/diagnóstico , Transtornos Cromossômicos/etiologia , Deficiência Intelectual/diagnóstico , Deficiência Intelectual/etiologia , Fenótipo , Convulsões/diagnóstico , Convulsões/etiologia , Adulto , Idoso , Pontos de Quebra do Cromossomo , Deleção Cromossômica , Transtornos Cromossômicos/epidemiologia , Cromossomos Humanos Par 15 , Estudos de Coortes , Feminino , Estudos de Associação Genética , Homozigoto , Humanos , Padrões de Herança , Deficiência Intelectual/epidemiologia , Masculino , Pessoa de Meia-Idade , Linhagem , Placenta Prévia , Gravidez , Prevalência , Convulsões/epidemiologia
18.
Hum Genet ; 134(2): 191-201, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25432440

RESUMO

Copy number variation has emerged as an important cause of phenotypic variation, particularly in relation to some complex disorders. Autism spectrum disorder (ASD) is one such disorder, in which evidence is emerging for an etiological role for some rare penetrant de novo and rare inherited copy number variants (CNVs). De novo variation, however, does not always explain the familial nature of ASD, leaving a gap in our knowledge concerning the heritable genetic causes of this disorder. Extended pedigrees, in which several members have ASD, provide an opportunity to investigate inherited genetic risk factors. In this current study, we recruited 19 extended ASD pedigrees, and, using the Illumina HumanOmni2.5 BeadChip, conducted genome-wide CNV interrogation. We found no definitive evidence of an etiological role for segregating CNVs in these pedigrees, and no evidence that linkage signals in these pedigrees are explained by segregating CNVs. However, a small number of putative de novo variants were transmitted from BAP parents to their ASD offspring, and evidence emerged for a rare duplication CNV at 11p13.3 harboring two putative 'developmental/neuropsychiatric' susceptibility gene(s), GSTP1 and NDUFV1.


Assuntos
Transtornos Globais do Desenvolvimento Infantil/genética , Cromossomos Humanos Par 11/genética , Duplicação Gênica , Predisposição Genética para Doença , Glutationa S-Transferase pi/genética , NADH Desidrogenase/genética , Linhagem , Bases de Dados de Ácidos Nucleicos , Conjuntos de Dados como Assunto , Complexo I de Transporte de Elétrons , Feminino , Ligação Genética , Estudo de Associação Genômica Ampla , Humanos , Masculino , Penetrância
19.
Genet Med ; 17(9): 747-52, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25503493

RESUMO

PURPOSE: Chromosomal microarray analysis to assess copy-number variation has become a first-tier genetic diagnostic test for individuals with unexplained neurodevelopmental disorders or multiple congenital anomalies. More than 100 cytogenetic laboratories worldwide use the new ultra-high resolution Affymetrix CytoScan-HD array to genotype hundreds of thousands of samples per year. Our aim was to develop a copy-number variation resource from a new population sample that would enable more accurate interpretation of clinical genetics data on this microarray platform and others. METHODS: Genotyping of 1,000 adult volunteers who are broadly representative of the Ontario population (as obtained from the Ontario Population Genomics Platform) was performed with the CytoScan-HD microarray system, which has 2.7 million probes. Four independent algorithms were applied to detect copy-number variations. Reproducibility and validation metrics were quantified using sample replicates and quantitative-polymerase chain reaction, respectively. RESULTS: DNA from 873 individuals passed quality control and we identified 71,178 copy-number variations (81 copy-number variations/individual); 9.8% (6,984) of these copy-number variations were previously unreported. After applying three layers of filtering criteria, from our highest confidence copy-number variation data set we obtained >95% reproducibility and >90% validation rates (73% of these copy-number variations overlapped at least one gene). CONCLUSION: The genotype data and annotated copy-number variations for this largely Caucasian population will represent a valuable public resource enabling clinical genetics research and diagnostics.


Assuntos
Variações do Número de Cópias de DNA , Bases de Dados Genéticas , Genética Populacional/métodos , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Algoritmos , Cromossomos , Anormalidades Congênitas/genética , Curadoria de Dados , Feminino , Genótipo , Humanos , Masculino , Pessoa de Meia-Idade , Transtornos do Neurodesenvolvimento/genética , Reprodutibilidade dos Testes
20.
J Neurodev Disord ; 6(1): 34, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25170348

RESUMO

BACKGROUND: Autism spectrum disorders (ASDs) are a group of neurodevelopmental conditions with a demonstrated genetic etiology. Rare (<1% frequency) copy number variations (CNVs) account for a proportion of the genetic events involved, but the contribution of these events in non-European ASD populations has not been well studied. Here, we report on rare CNVs detected in a cohort of individuals with ASD of Han Chinese background. METHODS: DNA samples were obtained from 104 ASD probands and their parents who were recruited from Harbin, China. Samples were genotyped on the Affymetrix CytoScan HD platform. Rare CNVs were identified by comparing data with 873 technology-matched controls from Ontario and 1,235 additional population controls of Han Chinese ethnicity. RESULTS: Of the probands, 8.6% had at least 1 de novo CNV (overlapping the GIGYF2, SPRY1, 16p13.3, 16p11.2, 17p13.3-17p13.2, DMD, and NAP1L6 genes/loci). Rare inherited CNVs affected other plausible neurodevelopmental candidate genes including GRID2, LINGO2, and SLC39A12. A 24-kb duplication was also identified at YWHAE, a gene previously implicated in ASD and other developmental disorders. This duplication is observed at a similar frequency in cases and in population controls and is likely a benign Asian-specific copy number polymorphism. CONCLUSIONS: Our findings help define genomic features relevant to ASD in the Han Chinese and emphasize the importance of using ancestry-matched controls in medical genetic interpretations.

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