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INTRODUCTION: Klinefelter syndrome (KS), a sex chromosome aneuploidy, is associated with a 47,XXY chromosomal complement and is diagnosed in â¼1:600 live male births. Individuals with a 46,XX cell line in addition to 47,XXY are less common with a limited number of published case reports. METHODOLOGY: To better understand the implications of a 47,XXY/46,XX karyotype, we conducted a retrospective, multi-center analysis of the cytogenetic findings and associated clinical records of 34 patients diagnosed with this SCA across 14 institutions. RESULTS: Presence of the XX cell line ranged from 5-98% in patient specimens. Phenotypes also exhibited significant heterogeneity with some reporting a single reason for referral and others presenting with a constellation of symptoms, including ambiguous genitalia and ovotestes. Ovotestes were present in 12% of individuals in this cohort, who had a significantly higher percentage of XX cells. Notably, two patients were assigned female sex at birth DISCUSSION: These findings highlight the variability of the clinical phenotypes associated with this SCA as well as the challenges of clinical management for this population. Karyotype or FISH analysis, which offer single-cell resolution, rather than chromosomal microarray or molecular testing, is the ideal test strategy in these instances as mosaicism can occur at low levels.
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The need for education focusing on genomic technologies and variant interpretation for genetic counseling trainees has prompted genetic counseling training programs to alter their curricula to incorporate this content. Given students' diverse experiences prior to matriculation into genetic counseling training programs, students' familiarity with these topics may vary. Following receipt of feedback from trainees at a large genetic counseling program regarding an existing course focused on molecular technologies, a three-part asynchronous module series was created as a prerequisite to this course as an opportunity to align knowledge. Designed to be completed by students on their own time and at their own pace, the modules allowed for additional instruction without increases in classroom time or credit hours. Content included a refresh on genetics concepts and an introduction to available genetics resources for developing a differential diagnosis as well as variant interpretation framework. Modules utilized a clinical scenario to anchor learning with interactive content, allowing students to progress at their own pace and explore content as they found necessary. Completion of this asynchronous module series was required by incoming first-year students prior to the start of the academic semester. Following completion, students were asked to provide feedback on the module series. Reviews were primarily positive with students indicating that while the content was not entirely new, they found the review valuable and would be likely to reference the modules later in their genetic counseling training. Areas identified for improvement included additional detail regarding genetic testing methods as well as adjusting the interactive content to ensure accessibility for all students and systems. Taken together, the development and implementation of this asynchronous series as an additional component to genetic counseling training was considered a success and this approach can be considered to address additional topics dependent on a programs' needs.
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Aconselhamento Genético , Técnicas de Diagnóstico Molecular , Humanos , Estudantes , Testes Genéticos , EscolaridadeRESUMO
PURPOSE: This study aimed to establish variants in CBX1, encoding heterochromatin protein 1ß (HP1ß), as a cause of a novel syndromic neurodevelopmental disorder. METHODS: Patients with CBX1 variants were identified, and clinician researchers were connected using GeneMatcher and physician referrals. Clinical histories were collected from each patient. To investigate the pathogenicity of identified variants, we performed in vitro cellular assays and neurobehavioral and cytological analyses of neuronal cells obtained from newly generated Cbx1 mutant mouse lines. RESULTS: In 3 unrelated individuals with developmental delay, hypotonia, and autistic features, we identified heterozygous de novo variants in CBX1. The identified variants were in the chromodomain, the functional domain of HP1ß, which mediates interactions with chromatin. Cbx1 chromodomain mutant mice displayed increased latency-to-peak response, suggesting the possibility of synaptic delay or myelination deficits. Cytological and chromatin immunoprecipitation experiments confirmed the reduction of mutant HP1ß binding to heterochromatin, whereas HP1ß interactome analysis demonstrated that the majority of HP1ß-interacting proteins remained unchanged between the wild-type and mutant HP1ß. CONCLUSION: These collective findings confirm the role of CBX1 in developmental disabilities through the disruption of HP1ß chromatin binding during neurocognitive development. Because HP1ß forms homodimers and heterodimers, mutant HP1ß likely sequesters wild-type HP1ß and other HP1 proteins, exerting dominant-negative effects.
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Homólogo 5 da Proteína Cromobox , Heterocromatina , Animais , Camundongos , Cromatina/genética , Proteínas Cromossômicas não Histona/genética , Histonas/genética , Histonas/metabolismoRESUMO
OBJECTIVE: To evaluate factors influencing the diagnostic yield of comprehensive gene panel testing (CGPT) for hearing loss (HL) in children and to understand the characteristics of undiagnosed probands. STUDY DESIGN: This was a retrospective cohort study of 474 probands with childhood-onset HL who underwent CGPT between 2016 and 2020 at a single center. Main outcomes and measures included the association between clinical variables and diagnostic yield and the genetic and clinical characteristics of undiagnosed probands. RESULTS: The overall diagnostic yield was 44% (209/474) with causative variants involving 41 genes. While the diagnostic yield was high in the probands with congenital, bilateral, and severe HL, it was low in those with unilateral, noncongenital, or mild HL; cochlear nerve deficiency; preterm birth; neonatal intensive care unit admittance; certain ancestry; and developmental delay. Follow-up studies on 49 probands with initially inconclusive CGPT results changed the diagnostic status to likely positive or negative outcomes in 39 of them (80%). Reflex to exome sequencing on 128 undiagnosed probands by CGPT revealed diagnostic findings in 8 individuals, 5 of whom had developmental delays. The remaining 255 probands were undiagnosed, with 173 (173/255) having only a single variant in the gene(s) associated with autosomal recessive HL and 28% (48/173) having a matched phenotype. CONCLUSION: CGPT efficiently identifies the genetic etiologies of HL in children. CGPT-undiagnosed probands may benefit from follow-up studies or expanded testing.
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Surdez , Perda Auditiva Neurossensorial , Perda Auditiva , Nascimento Prematuro , Feminino , Humanos , Criança , Recém-Nascido , Estudos Retrospectivos , Nascimento Prematuro/genética , Perda Auditiva/diagnóstico , Perda Auditiva/genética , Surdez/genética , Fenótipo , Perda Auditiva Neurossensorial/diagnóstico , Testes Genéticos/métodosRESUMO
Mitochondrial disease diagnosis requires interrogation of both nuclear and mitochondrial (mtDNA) genomes for single-nucleotide variants (SNVs) and copy number alterations, both in the proband and often maternal relatives, together with careful phenotype correlation. We developed a comprehensive mtDNA sequencing test ('MitoGenome') using long-range PCR (LR-PCR) to amplify the full length of the mtDNA genome followed by next generation sequencing (NGS) to accurately detect SNVs and large-scale mtDNA deletions (LSMD), combined with droplet digital PCR (ddPCR) for LSMD heteroplasmy quantification. Overall, MitoGenome tests were performed on 428 samples from 394 patients with suspected or confirmed mitochondrial disease. The positive yield was 11% (43/394), including 34 patients with pathogenic or likely pathogenic SNVs (the most common being m.3243A > G in 8/34 (24%) patients), 8 patients with single LSMD, and 3 patients with multiple LSMD exceeding 10% heteroplasmy levels. Two patients with both LSMD and pathogenic SNV were detected. Overall, this LR-PCR/NGS assay provides a highly accurate and comprehensive diagnostic method for simultaneous mtDNA SNV detection at heteroplasmy levels as low as 1% and LSMD detection at heteroplasmy levels below 10%. Inclusion of maternal samples for variant classification and ddPCR to quantify LSMD heteroplasmy levels further enables accurate pathogenicity assessment and clinical correlation interpretation of mtDNA genome sequence variants and copy number alterations.
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Genoma Mitocondrial , Doenças Mitocondriais , DNA Mitocondrial/genética , Genoma Mitocondrial/genética , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Mitocôndrias/genética , Doenças Mitocondriais/diagnóstico , Doenças Mitocondriais/genéticaRESUMO
Mitochondrial DNA (mtDNA) variant pathogenicity interpretation has special considerations given unique features of the mtDNA genome, including maternal inheritance, variant heteroplasmy, threshold effect, absence of splicing, and contextual effects of haplogroups. Currently, there are insufficient standardized criteria for mtDNA variant assessment, which leads to inconsistencies in clinical variant pathogenicity reporting. An international working group of mtDNA experts was assembled within the Mitochondrial Disease Sequence Data Resource Consortium and obtained Expert Panel status from ClinGen. This group reviewed the 2015 American College of Medical Genetics and Association of Molecular Pathology standards and guidelines that are widely used for clinical interpretation of DNA sequence variants and provided further specifications for additional and specific guidance related to mtDNA variant classification. These Expert Panel consensus specifications allow for consistent consideration of the unique aspects of the mtDNA genome that directly influence variant assessment, including addressing mtDNA genome composition and structure, haplogroups and phylogeny, maternal inheritance, heteroplasmy, and functional analyses unique to mtDNA, as well as specifications for utilization of mtDNA genomic databases and computational algorithms.
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DNA Mitocondrial/genética , Variação Genética , Guias como Assunto , Sociedades Científicas , Bases de Dados Genéticas , Árvores de Decisões , Haplótipos/genética , Humanos , Fenótipo , Padrões de ReferênciaRESUMO
Evaluating the pathogenicity of a variant is challenging given the plethora of types of genetic evidence that laboratories consider. Deciding how to weigh each type of evidence is difficult, and standards have been needed. In 2015, the American College of Medical Genetics and Genomics (ACMG) and the Association for Molecular Pathology (AMP) published guidelines for the assessment of variants in genes associated with Mendelian diseases. Nine molecular diagnostic laboratories involved in the Clinical Sequencing Exploratory Research (CSER) consortium piloted these guidelines on 99 variants spanning all categories (pathogenic, likely pathogenic, uncertain significance, likely benign, and benign). Nine variants were distributed to all laboratories, and the remaining 90 were evaluated by three laboratories. The laboratories classified each variant by using both the laboratory's own method and the ACMG-AMP criteria. The agreement between the two methods used within laboratories was high (K-alpha = 0.91) with 79% concordance. However, there was only 34% concordance for either classification system across laboratories. After consensus discussions and detailed review of the ACMG-AMP criteria, concordance increased to 71%. Causes of initial discordance in ACMG-AMP classifications were identified, and recommendations on clarification and increased specification of the ACMG-AMP criteria were made. In summary, although an initial pilot of the ACMG-AMP guidelines did not lead to increased concordance in variant interpretation, comparing variant interpretations to identify differences and having a common framework to facilitate resolution of those differences were beneficial for improving agreement, allowing iterative movement toward increased reporting consistency for variants in genes associated with monogenic disease.
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Pesquisa Biomédica , Testes Genéticos/normas , Variação Genética/genética , Genômica/métodos , Laboratórios/normas , Mutação/genética , Análise de Sequência de DNA/normas , Interpretação Estatística de Dados , Prática Clínica Baseada em Evidências , Exoma/genética , Genoma Humano , Guias como Assunto , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Achados Incidentais , Software , Estados UnidosRESUMO
The originally published version of this Article contained errors in Fig. 2. The numbers below the black arrowheads were incorrect; please see incorrect Figure in associated Correction. These errors have now been corrected in the PDF and HTML versions of the Article.
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PURPOSE: Clinical sequencing emerging in health care may result in secondary findings (SFs). METHODS: Seventy-four of 6240 (1.2%) participants who underwent genome or exome sequencing through the Clinical Sequencing Exploratory Research (CSER) Consortium received one or more SFs from the original American College of Medical Genetics and Genomics (ACMG) recommended 56 gene-condition pair list; we assessed clinical and psychosocial actions. RESULTS: The overall adjusted prevalence of SFs in the ACMG 56 genes across the CSER consortium was 1.7%. Initially 32% of the family histories were positive, and post disclosure, this increased to 48%. The average cost of follow-up medical actions per finding up to a 1-year period was $128 (observed, range: $0-$678) and $421 (recommended, range: $141-$1114). Case reports revealed variability in the frequency of and follow-up on medical recommendations patients received associated with each SF gene-condition pair. Participants did not report adverse psychosocial impact associated with receiving SFs; this was corroborated by 18 participant (or parent) interviews. All interviewed participants shared findings with relatives and reported that relatives did not pursue additional testing or care. CONCLUSION: Our results suggest that disclosure of SFs shows little to no adverse impact on participants and adds only modestly to near-term health-care costs; additional studies are needed to confirm these findings.
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Testes Genéticos/economia , Achados Incidentais , Sequenciamento Completo do Genoma/ética , Adulto , Tomada de Decisões/ética , Revelação , Exoma , Feminino , Testes Genéticos/ética , Testes Genéticos/normas , Genômica/métodos , Custos de Cuidados de Saúde , Conhecimentos, Atitudes e Prática em Saúde , Pessoal de Saúde , Sequenciamento de Nucleotídeos em Larga Escala/ética , Humanos , Intenção , Masculino , Pacientes , Prevalência , Sequenciamento Completo do Genoma/economiaRESUMO
Recommendations for laboratories to report incidental findings from genomic tests have stimulated interest in such results. In order to investigate the criteria and processes for assigning the pathogenicity of specific variants and to estimate the frequency of such incidental findings in patients of European and African ancestry, we classified potentially actionable pathogenic single-nucleotide variants (SNVs) in all 4300 European- and 2203 African-ancestry participants sequenced by the NHLBI Exome Sequencing Project (ESP). We considered 112 gene-disease pairs selected by an expert panel as associated with medically actionable genetic disorders that may be undiagnosed in adults. The resulting classifications were compared to classifications from other clinical and research genetic testing laboratories, as well as with in silico pathogenicity scores. Among European-ancestry participants, 30 of 4300 (0.7%) had a pathogenic SNV and six (0.1%) had a disruptive variant that was expected to be pathogenic, whereas 52 (1.2%) had likely pathogenic SNVs. For African-ancestry participants, six of 2203 (0.3%) had a pathogenic SNV and six (0.3%) had an expected pathogenic disruptive variant, whereas 13 (0.6%) had likely pathogenic SNVs. Genomic Evolutionary Rate Profiling mammalian conservation score and the Combined Annotation Dependent Depletion summary score of conservation, substitution, regulation, and other evidence were compared across pathogenicity assignments and appear to have utility in variant classification. This work provides a refined estimate of the burden of adult onset, medically actionable incidental findings expected from exome sequencing, highlights challenges in variant classification, and demonstrates the need for a better curated variant interpretation knowledge base.
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Exoma , Genômica , Achados Incidentais , Adulto , População Negra/genética , Feminino , Frequência do Gene , Genes Dominantes , Estudos de Associação Genética , Testes Genéticos , Genoma Humano , Genômica/métodos , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Masculino , Fenótipo , Polimorfismo de Nucleotídeo Único , População Branca/genéticaRESUMO
PURPOSE: Hereditary hearing loss is highly heterogeneous. To keep up with rapidly emerging disease-causing genes, we developed the AUDIOME test for nonsyndromic hearing loss (NSHL) using an exome sequencing (ES) platform and targeted analysis for the curated genes. METHODS: A tiered strategy was implemented for this test. Tier 1 includes combined Sanger and targeted deletion analyses of the two most common NSHL genes and two mitochondrial genes. Nondiagnostic tier 1 cases are subjected to ES and array followed by targeted analysis of the remaining AUDIOME genes. RESULTS: ES resulted in good coverage of the selected genes with 98.24% of targeted bases at >15 ×. A fill-in strategy was developed for the poorly covered regions, which generally fell within GC-rich or highly homologous regions. Prospective testing of 33 patients with NSHL revealed a diagnosis in 11 (33%) and a possible diagnosis in 8 cases (24.2%). Among those, 10 individuals had variants in tier 1 genes. The ES data in the remaining nondiagnostic cases are readily available for further analysis. CONCLUSION: The tiered and ES-based test provides an efficient and cost-effective diagnostic strategy for NSHL, with the potential to reflex to full exome to identify causal changes outside of the AUDIOME test.
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Predisposição Genética para Doença , Perda Auditiva Neurossensorial/diagnóstico , Perda Auditiva Neurossensorial/genética , Patologia Molecular , Exoma/genética , Feminino , Perda Auditiva Neurossensorial/fisiopatologia , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Masculino , Mutação , Polimorfismo de Nucleotídeo Único/genética , Análise de Sequência de DNA , Sequenciamento do ExomaRESUMO
PURPOSE: Hearing loss (HL) is the most common sensory disorder in children. Prompt molecular diagnosis may guide screening and management, especially in syndromic cases when HL is the single presenting feature. Exome sequencing (ES) is an appealing diagnostic tool for HL as the genetic causes are highly heterogeneous. METHODS: ES was performed on a prospective cohort of 43 probands with HL. Sequence data were analyzed for primary and secondary findings. Capture and coverage analysis was performed for genes and variants associated with HL. RESULTS: The diagnostic rate using ES was 37.2%, compared with 15.8% for the clinical HL panel. Secondary findings were discovered in three patients. For 247 genes associated with HL, 94.7% of the exons were targeted for capture and 81.7% of these exons were covered at 20× or greater. Further analysis of 454 randomly selected HL-associated variants showed that 89% were targeted for capture and 75% were covered at a read depth of at least 20×. CONCLUSION: ES has an improved yield compared with clinical testing and may capture diagnoses not initially considered due to subtle clinical phenotypes. Technical challenges were identified, including inadequate capture and coverage of HL genes. Additional considerations of ES include secondary findings, cost, and turnaround time.
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Sequenciamento do Exoma , Perda Auditiva/genética , Sequenciamento de Nucleotídeos em Larga Escala , Patologia Molecular , Pré-Escolar , Exoma/genética , Feminino , Perda Auditiva/diagnóstico , Perda Auditiva/patologia , Humanos , Lactente , Recém-Nascido , Masculino , Mutação , FenótipoRESUMO
Inherited platelet disorders (IPD) are a heterogeneous group of rare disorders that affect platelet number and function and often predispose to other significant medical complications. In spite of the identification of over 50 IPD disease-associated genes, a molecular diagnosis is only identified in a minority (10%) of affected patients without a clinically suspected etiology. We studied a cohort of 21 pediatric patients with suspected IPDs by exome sequencing (ES) to: (1) examine the performance of the exome test for IPD genes, (2) determine if this exome-wide diagnostic test provided a higher diagnostic yield than has been previously reported, (3) to evaluate the frequency of variants of uncertain significance identified, and (4) to identify candidate variants for functional evaluation in patients with an uncertain or negative diagnosis. We established a high priority gene list of 53 genes, evaluated exome capture kit performance, and determined the coverage for these genes and disease-related variants. We identified likely disease causing variants in 5 of the 21 probands (23.8%) and variants of uncertain significance in 52% of patients studied. In conclusion, ES has the potential to molecularly diagnose causes of IPD, and to identify candidate genes for functional evaluation. Robust exome sequencing also requires that coverage of genes known to be associated with clinical findings of interest need to be carefully examined and supplemented if necessary. Clinicians who undertake ES should understand the limitations of the test and the full significance of results that may be returned.
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Transtornos Plaquetários/diagnóstico , Predisposição Genética para Doença/genética , Análise de Sequência de DNA/métodos , Transtornos Plaquetários/genética , Criança , Exoma , Feminino , Humanos , Masculino , Polimorfismo de Nucleotídeo ÚnicoRESUMO
BACKGROUND: Conditions associated with sudden cardiac arrest/death (SCA/D) in youth often have a genetic etiology. While SCA/D is uncommon, a pro-active family screening approach may identify these inherited structural and electrical abnormalities prior to symptomatic events and allow appropriate surveillance and treatment. This study investigated the diagnostic utility of exome sequencing (ES) by evaluating the capture and coverage of genes related to SCA/D. METHODS: Samples from 102 individuals (13 with known molecular etiologies for SCA/D, 30 individuals without known molecular etiologies for SCA/D and 59 with other conditions) were analyzed following exome capture and sequencing at an average read depth of 100X. Reads were mapped to human genome GRCh37 using Novoalign, and post-processing and analysis was done using Picard and GATK. A total of 103 genes (2,190 exons) related to SCA/D were used as a primary filter. An additional 100 random variants within the targeted genes associated with SCA/D were also selected and evaluated for depth of sequencing and coverage. Although the primary objective was to evaluate the adequacy of depth of sequencing and coverage of targeted SCA/D genes and not for primary diagnosis, all patients who had SCA/D (known or unknown molecular etiologies) were evaluated with the project's variant analysis pipeline to determine if the molecular etiologies could be successfully identified. RESULTS: The majority of exons (97.6 %) were captured and fully covered on average at minimum of 20x sequencing depth. The proportion of unique genomic positions reported within poorly covered exons remained small (4 %). Exonic regions with less coverage reflect the need to enrich these areas to improve coverage. Despite limitations in coverage, we identified 100 % of cases with a prior known molecular etiology for SCA/D, and analysis of an additional 30 individuals with SCA/D but no known molecular etiology revealed a diagnostic answer in 5/30 (17 %). We also demonstrated 95 % of 100 randomly selected reported variants within our targeted genes would have been picked up on ES based on our coverage analysis. CONCLUSIONS: ES is a helpful clinical diagnostic tool for SCA/D given its potential to successfully identify a molecular diagnosis, but clinicians should be aware of limitations of available platforms from technical and diagnostic perspectives.
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Morte Súbita Cardíaca , Exoma/genética , Genômica , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Adolescente , Alelos , Criança , Genoma Humano , Humanos , Análise de Sequência de DNA , Adulto JovemRESUMO
The Altai region of southern Siberia has played a critical role in the peopling of northern Asia as an entry point into Siberia and a possible homeland for ancestral Native Americans. It has an old and rich history because humans have inhabited this area since the Paleolithic. Today, the Altai region is home to numerous Turkic-speaking ethnic groups, which have been divided into northern and southern clusters based on linguistic, cultural, and anthropological traits. To untangle Altaian genetic histories, we analyzed mtDNA and Y chromosome variation in northern and southern Altaian populations. All mtDNAs were assayed by PCR-RFLP analysis and control region sequencing, and the nonrecombining portion of the Y chromosome was scored for more than 100 biallelic markers and 17 Y-STRs. Based on these data, we noted differences in the origin and population history of Altaian ethnic groups, with northern Altaians appearing more like Yeniseian, Ugric, and Samoyedic speakers to the north, and southern Altaians having greater affinities to other Turkic speaking populations of southern Siberia and Central Asia. Moreover, high-resolution analysis of Y chromosome haplogroup Q has allowed us to reshape the phylogeny of this branch, making connections between populations of the New World and Old World more apparent and demonstrating that southern Altaians and Native Americans share a recent common ancestor. These results greatly enhance our understanding of the peopling of Siberia and the Americas.
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Povo Asiático/genética , Cromossomos Humanos Y , DNA Mitocondrial/genética , Indígenas Norte-Americanos/genética , DNA Mitocondrial/sangue , Feminino , Variação Genética , Geografia , Haplótipos , Humanos , Masculino , Filogenia , Filogeografia , SibériaRESUMO
For decades, the peopling of the Americas has been explored through the analysis of uniparentally inherited genetic systems in Native American populations and the comparison of these genetic data with current linguistic groupings. In northern North America, two language families predominate: Eskimo-Aleut and Na-Dene. Although the genetic evidence from nuclear and mtDNA loci suggest that speakers of these language families share a distinct biological origin, this model has not been examined using data from paternally inherited Y chromosomes. To test this hypothesis and elucidate the migration histories of Eskimoan- and Athapaskan-speaking populations, we analyzed Y-chromosomal data from Inuvialuit, Gwich'in, and Tlich populations living in the Northwest Territories of Canada. Over 100 biallelic markers and 19 chromosome short tandem repeats (STRs) were genotyped to produce a high-resolution dataset of Y chromosomes from these groups. Among these markers is an SNP discovered in the Inuvialuit that differentiates them from other Aboriginal and Native American populations. The data suggest that Canadian Eskimoan- and Athapaskan-speaking populations are genetically distinct from one another and that the formation of these groups was the result of two population expansions that occurred after the initial movement of people into the Americas. In addition, the population history of Athapaskan speakers is complex, with the Tlich being distinct from other Athapaskan groups. The high-resolution biallelic data also make clear that Y-chromosomal diversity among the first Native Americans was greater than previously recognized.
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Cromossomos Humanos Y/genética , Variação Genética , Indígenas Norte-Americanos/genética , Inuíte/genética , Filogenia , Canadá , Cromossomos Humanos Par 19/genética , Emigração e Imigração , Frequência do Gene , Genética Populacional/métodos , Genótipo , Geografia , Haplótipos/genética , Humanos , Masculino , Repetições de Microssatélites/genética , Mutação , Taxa de Mutação , Polimorfismo de Nucleotídeo ÚnicoRESUMO
BACKGROUND: Exome sequencing is a promising method for diagnosing patients with a complex phenotype. However, variant interpretation relative to patient phenotype can be challenging in some scenarios, particularly clinical assessment of rare complex phenotypes. Each patient's sequence reveals many possibly damaging variants that must be individually assessed to establish clear association with patient phenotype. To assist interpretation, we implemented an algorithm that ranks a given set of genes relative to patient phenotype. The algorithm orders genes by the semantic similarity computed between phenotypic descriptors associated with each gene and those describing the patient. Phenotypic descriptor terms are taken from the Human Phenotype Ontology (HPO) and semantic similarity is derived from each term's information content. RESULTS: Model validation was performed via simulation and with clinical data. We simulated 33 Mendelian diseases with 100 patients per disease. We modeled clinical conditions by adding noise and imprecision, i.e. phenotypic terms unrelated to the disease and terms less specific than the actual disease terms. We ranked the causative gene against all 2488 HPO annotated genes. The median causative gene rank was 1 for the optimal and noise cases, 12 for the imprecision case, and 60 for the imprecision with noise case. Additionally, we examined a clinical cohort of subjects with hearing impairment. The disease gene median rank was 22. However, when also considering the patient's exome data and filtering non-exomic and common variants, the median rank improved to 3. CONCLUSIONS: Semantic similarity can rank a causative gene highly within a gene list relative to patient phenotype characteristics, provided that imprecision is mitigated. The clinical case results suggest that phenotype rank combined with variant analysis provides significant improvement over the individual approaches. We expect that this combined prioritization approach may increase accuracy and decrease effort for clinical genetic diagnosis.
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Ontologias Biológicas , Biologia Computacional/métodos , Mineração de Dados/métodos , Doença/genética , Fenótipo , Semântica , Algoritmos , Bases de Dados Genéticas , Exoma/genética , Humanos , SoftwareRESUMO
As genomic and exomic testing expands in both the research and clinical arenas, determining whether, how, and which incidental findings to return to the ordering clinician and patient becomes increasingly important. Although opinion is varied on what should be returned to consenting patients or research participants, most experts agree that return of medically actionable results should be considered. There is insufficient evidence to fully inform evidence-based clinical practice guidelines regarding return of results from genome-scale sequencing, and thus generation of such evidence is imperative, given the rapidity with which genome-scale diagnostic tests are being incorporated into clinical care. We present an overview of the approaches to incidental findings by members of the Clinical Sequencing Exploratory Research network, funded by the National Human Genome Research Institute, to generate discussion of these approaches by the clinical genomics community. We also report specific lists of "medically actionable" genes that have been generated by a subset of investigators in order to explore what types of findings have been included or excluded in various contexts. A discussion of the general principles regarding reporting of novel variants, challenging cases (genes for which consensus was difficult to achieve across Clinical Sequencing Exploratory Research network sites), solicitation of preferences from participants regarding return of incidental findings, and the timing and context of return of incidental findings are provided.Genet Med 15 11, 860-867.Genetics in Medicine (2013); 15 11, 860-867. doi:10.1038/gim.2013.133.