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1.
Cell ; 169(1): 6-12, 2017 03 23.
Artículo en Inglés | MEDLINE | ID: mdl-28340351

RESUMEN

Genome sequencing has revolutionized the diagnosis of genetic diseases. Close collaborations between basic scientists and clinical genomicists are now needed to link genetic variants with disease causation. To facilitate such collaborations, we recommend prioritizing clinically relevant genes for functional studies, developing reference variant-phenotype databases, adopting phenotype description standards, and promoting data sharing.


Asunto(s)
Investigación Biomédica , Genómica , Animales , Análisis Mutacional de ADN , Bases de Datos Genéticas , Enfermedad/genética , Proyecto Genoma Humano , Humanos , Difusión de la Información , Modelos Animales
2.
Am J Hum Genet ; 110(4): 551-564, 2023 04 06.
Artículo en Inglés | MEDLINE | ID: mdl-36933558

RESUMEN

DNA variants that arise after conception can show mosaicism, varying in presence and extent among tissues. Mosaic variants have been reported in Mendelian diseases, but further investigation is necessary to broadly understand their incidence, transmission, and clinical impact. A mosaic pathogenic variant in a disease-related gene may cause an atypical phenotype in terms of severity, clinical features, or timing of disease onset. Using high-depth sequencing, we studied results from one million unrelated individuals referred for genetic testing for almost 1,900 disease-related genes. We observed 5,939 mosaic sequence or intragenic copy number variants distributed across 509 genes in nearly 5,700 individuals, constituting approximately 2% of molecular diagnoses in the cohort. Cancer-related genes had the most mosaic variants and showed age-specific enrichment, in part reflecting clonal hematopoiesis in older individuals. We also observed many mosaic variants in genes related to early-onset conditions. Additional mosaic variants were observed in genes analyzed for reproductive carrier screening or associated with dominant disorders with low penetrance, posing challenges for interpreting their clinical significance. When we controlled for the potential involvement of clonal hematopoiesis, most mosaic variants were enriched in younger individuals and were present at higher levels than in older individuals. Furthermore, individuals with mosaicism showed later disease onset or milder phenotypes than individuals with non-mosaic variants in the same genes. Collectively, the large compendium of variants, disease correlations, and age-specific results identified in this study expand our understanding of the implications of mosaic DNA variation for diagnosis and genetic counseling.


Asunto(s)
Variaciones en el Número de Copia de ADN , Mosaicismo , Variaciones en el Número de Copia de ADN/genética , Pruebas Genéticas , Fenotipo , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Mutación
3.
Am J Hum Genet ; 108(4): 696-708, 2021 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-33743207

RESUMEN

The complexities of gene expression pose challenges for the clinical interpretation of splicing variants. To better understand splicing variants and their contribution to hereditary disease, we evaluated their prevalence, clinical classifications, and associations with diseases, inheritance, and functional characteristics in a 689,321-person clinical cohort and two large public datasets. In the clinical cohort, splicing variants represented 13% of all variants classified as pathogenic (P), likely pathogenic (LP), or variants of uncertain significance (VUSs). Most splicing variants were outside essential splice sites and were classified as VUSs. Among all individuals tested, 5.4% had a splicing VUS. If RNA analysis were to contribute supporting evidence to variant interpretation, we estimated that splicing VUSs would be reclassified in 1.7% of individuals in our cohort. This would result in a clinically significant result (i.e., P/LP) in 0.1% of individuals overall because most reclassifications would change VUSs to likely benign. In ClinVar, splicing VUSs were 4.8% of reported variants and could benefit from RNA analysis. In the Genome Aggregation Database (gnomAD), splicing variants comprised 9.4% of variants in protein-coding genes; most were rare, precluding unambiguous classification as benign. Splicing variants were depleted in genes associated with dominant inheritance and haploinsufficiency, although some genes had rare variants at essential splice sites or had common splicing variants that were most likely compatible with normal gene function. Overall, we describe the contribution of splicing variants to hereditary disease, the potential utility of RNA analysis for reclassifying splicing VUSs, and how natural variation may confound clinical interpretation of splicing variants.


Asunto(s)
Empalme Alternativo/genética , Técnicas y Procedimientos Diagnósticos , Enfermedad/genética , ARN/análisis , Análisis de Secuencia de ARN , Incertidumbre , Estudios de Cohortes , Simulación por Computador , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , ARN/genética , Sitios de Empalme de ARN/genética
4.
Am J Med Genet C Semin Med Genet ; 193(3): e32057, 2023 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-37507620

RESUMEN

The transition from analog to digital technologies in clinical laboratory genomics is ushering in an era of "big data" in ways that will exceed human capacity to rapidly and reproducibly analyze those data using conventional approaches. Accurately evaluating complex molecular data to facilitate timely diagnosis and management of genomic disorders will require supportive artificial intelligence methods. These are already being introduced into clinical laboratory genomics to identify variants in DNA sequencing data, predict the effects of DNA variants on protein structure and function to inform clinical interpretation of pathogenicity, link phenotype ontologies to genetic variants identified through exome or genome sequencing to help clinicians reach diagnostic answers faster, correlate genomic data with tumor staging and treatment approaches, utilize natural language processing to identify critical published medical literature during analysis of genomic data, and use interactive chatbots to identify individuals who qualify for genetic testing or to provide pre-test and post-test education. With careful and ethical development and validation of artificial intelligence for clinical laboratory genomics, these advances are expected to significantly enhance the abilities of geneticists to translate complex data into clearly synthesized information for clinicians to use in managing the care of their patients at scale.


Asunto(s)
Inteligencia Artificial , Laboratorios Clínicos , Humanos , Genómica/métodos , Pruebas Genéticas , Fenotipo
5.
Am J Hum Genet ; 107(1): 3-14, 2020 07 02.
Artículo en Inglés | MEDLINE | ID: mdl-32619490

RESUMEN

Secondary genomic findings are increasingly being returned to individuals as opportunistic screening results. A secondary finding offers the chance to identify and mitigate disease that may otherwise be unrecognized in an individual. As a form of screening, secondary findings must be considered differently from sequencing results in a diagnostic setting. For these reasons, clinicians should employ an evaluation and long-term management strategy that accounts for both the increased disease risk associated with a secondary finding and the lower positive predictive value of a screening result compared to an indication-based testing result. Here we describe an approach to the clinical evaluation and management of an individual who presents with a secondary finding. This approach enumerates five domains of evaluation-(1) medical history, (2) physical exam, (3) family history, (4) diagnostic phenotypic testing, and (5) variant correlation-through which a clinician can distinguish a molecular finding from a clinicomolecular diagnosis of genomic disease. With this framework, both geneticists and non-geneticist clinicians can optimize their ability to detect and mitigate genomic disease while avoiding the pitfalls of overdiagnosis. Our goal with this approach is to help clinicians translate secondary findings into meaningful recognition, treatment, and prevention of disease.


Asunto(s)
Enfermedades Genéticas Congénitas/genética , Enfermedades Genéticas Congénitas/diagnóstico , Enfermedades Genéticas Congénitas/prevención & control , Genómica/métodos , Humanos , Anamnesis
6.
Clin Gastroenterol Hepatol ; 20(3): e508-e528, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-33857637

RESUMEN

BACKGROUND & AIMS: Hereditary factors play a role in the development of colorectal cancer (CRC). Identification of germline predisposition can have implications on treatment and cancer prevention. This study aimed to determine the prevalence of pathogenic germline variants (PGVs) in CRC patients using a universal testing approach, association with clinical outcomes, and the uptake of family variant testing. METHODS: We performed a prospective multisite study of germline sequencing using a more than 80-gene next-generation sequencing platform among CRC patients (not selected for age or family history) receiving care at Mayo Clinic Cancer Centers between April 1, 2018, and March 31, 2020. RESULTS: Of 361 patients, the median age was 57 years (SD, 12.4 y), 43.5% were female, 82% were white, and 38.2% had stage IV disease. PGVs were found in 15.5% (n = 56) of patients, including 44 in moderate- and high-penetrance cancer susceptibility genes. Thirty-four (9.4%) patients had incremental clinically actionable findings that would not have been detected by practice guideline criteria or a CRC-specific gene panel. Only younger age at diagnosis was associated with the presence of PGVs (odds ratio, 1.99; 95% CI, 1.12-3.56). After a median follow-up period of 20.7 months, no differences in overall survival were seen between those with or without a PGV (P = .2). Eleven percent of patients had modifications in their treatment based on genetic findings. Family cascade testing was low (16%). CONCLUSIONS: Universal multigene panel testing in CRC was associated with a modest, but significant, detection of heritable mutations over guideline-based testing. One in 10 patients had changes in their management based on test results. Uptake of cascade family testing was low, which is a concerning observation that warrants further study.


Asunto(s)
Adenocarcinoma , Neoplasias Colorrectales , Adenocarcinoma/diagnóstico , Adenocarcinoma/genética , Neoplasias Colorrectales/diagnóstico , Neoplasias Colorrectales/genética , Femenino , Predisposición Genética a la Enfermedad , Pruebas Genéticas/métodos , Células Germinativas , Humanos , Persona de Mediana Edad , Estudios Prospectivos
7.
Bioinformatics ; 36(22-23): 5448-5455, 2021 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-33300982

RESUMEN

MOTIVATION: When rare missense variants are clinically interpreted as to their pathogenicity, most are classified as variants of uncertain significance (VUS). Although functional assays can provide strong evidence for variant classification, such results are generally unavailable. Multiplexed assays of variant effect can generate experimental 'variant effect maps' that score nearly all possible missense variants in selected protein targets for their impact on protein function. However, these efforts have not always prioritized proteins for which variant effect maps would have the greatest impact on clinical variant interpretation. RESULTS: Here, we mined databases of clinically interpreted variants and applied three strategies, each building on the previous, to prioritize genes for systematic functional testing of missense variation. The strategies ranked genes (i) by the number of unique missense VUS that had been reported to ClinVar; (ii) by movability- and reappearance-weighted impact scores, to give extra weight to reappearing, movable VUS and (iii) by difficulty-adjusted impact scores, to account for the more resource-intensive nature of generating variant effect maps for longer genes. Our results could be used to guide systematic functional testing of missense variation toward greater impact on clinical variant interpretation. AVAILABILITY AND IMPLEMENTATION: Source code available at: https://github.com/rothlab/mave-gene-prioritization. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Asunto(s)
Mutación Missense , Proteínas
8.
Pediatr Cardiol ; 43(3): 616-623, 2022 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-34714385

RESUMEN

Hypertrophic cardiomyopathy (HCM) has historically been diagnosed phenotypically. Through genetic testing, identification of a molecular diagnosis (MolDx) is increasingly common but the impact on pediatric patients is unknown. This was a retrospective study of next-generation sequencing data for 602 pediatric patients with a clinician-reported history of HCM. Diagnostic yield was stratified by gene and self-reported race/ethnicity. A MolDx of HCM was identified in 242 (40%) individuals. Sarcomeric genes were the highest yielding, but pathogenic and/or likely pathogenic (P/LP) variants in syndromic genes were found in 36% of individuals with a MolDx, often in patients without documented clinical suspicion for a genetic syndrome. Among all MolDx, 73% were in genes with established clinical management recommendations and 2.9% were in genes that conferred eligibility for clinical trial enrollment. Black patients were the least likely to receive a MolDx. In the current era, genetic testing can impact management of HCM, beyond diagnostics or prognostics, through disease-specific guidelines or clinical trial eligibility. Genetic testing frequently can help identify syndromes in patients for whom syndromes may not be suspected. These findings highlight the importance of pursuing broad genetic testing, independent of suspicion based on phenotype. Lower rates of MolDx in Black patients may contribute to health inequities. Further research is needed evaluating the genetics of HCM in underrepresented/underserved populations. Additionally, research related to the impact of genetic testing on clinical management of other diseases is warranted.


Asunto(s)
Cardiomiopatía Hipertrófica , Cardiomiopatía Hipertrófica/diagnóstico , Cardiomiopatía Hipertrófica/genética , Cardiomiopatía Hipertrófica/terapia , Niño , Pruebas Genéticas , Humanos , Mutación , Fenotipo , Estudios Retrospectivos , Sarcómeros/genética
9.
Hum Mol Genet ; 28(12): 1931-1946, 2019 06 15.
Artículo en Inglés | MEDLINE | ID: mdl-30590522

RESUMEN

Mutations in OCRL encoding the inositol polyphosphate 5-phosphatase OCRL (Lowe oculocerebrorenal syndrome protein) disrupt phosphoinositide homeostasis along the endolysosomal pathway causing dysfunction of the cells lining the kidney proximal tubule (PT). The dysfunction can be isolated (Dent disease 2) or associated with congenital cataracts, central hypotonia and intellectual disability (Lowe syndrome). The mechanistic understanding of Dent disease 2/Lowe syndrome remains scarce due to limitations of animal models of OCRL deficiency. Here, we investigate the role of OCRL in Dent disease 2/Lowe syndrome by using OcrlY/- mice, where the lethal deletion of the paralogue Inpp5b was rescued by human INPP5B insertion, and primary culture of proximal tubule cells (mPTCs) derived from OcrlY/- kidneys. The OcrlY/- mice show muscular defects with dysfunctional locomotricity and present massive urinary losses of low-molecular-weight proteins and albumin, caused by selective impairment of receptor-mediated endocytosis in PT cells. The latter was due to accumulation of phosphatidylinositol 4,5-bisphosphate PI(4,5)P2 in endolysosomes, driving local hyper-polymerization of F-actin and impairing trafficking of the endocytic LRP2 receptor, as evidenced in OcrlY/- mPTCs. The OCRL deficiency was also associated with a disruption of the lysosomal dynamic and proteolytic activity. Partial convergence of disease-pathways and renal phenotypes observed in OcrlY/- and Clcn5Y/- mice suggest shared mechanisms in Dent diseases 1 and 2. These studies substantiate the first mouse model of Lowe syndrome and give insights into the role of OCRL in cellular trafficking of multiligand receptors. These insights open new avenues for therapeutic interventions in Lowe syndrome and Dent disease.


Asunto(s)
Enfermedad de Dent/genética , Endosomas/metabolismo , Túbulos Renales Proximales/metabolismo , Lisosomas/metabolismo , Síndrome Oculocerebrorrenal/genética , Monoéster Fosfórico Hidrolasas/genética , Actinas/metabolismo , Animales , Células Cultivadas , Canales de Cloruro/genética , Enfermedad de Dent/metabolismo , Enfermedad de Dent/fisiopatología , Modelos Animales de Enfermedad , Endocitosis/genética , Humanos , Riñón/fisiopatología , Túbulos Renales Proximales/fisiopatología , Locomoción/genética , Proteína 2 Relacionada con Receptor de Lipoproteína de Baja Densidad/metabolismo , Ratones , Ratones Noqueados , Ratones Transgénicos , Mutación , Síndrome Oculocerebrorrenal/metabolismo , Síndrome Oculocerebrorrenal/fisiopatología , Fosfatidilinositol 4,5-Difosfato/metabolismo
10.
BMC Med ; 19(1): 199, 2021 08 18.
Artículo en Inglés | MEDLINE | ID: mdl-34404389

RESUMEN

BACKGROUND: The use of proactive genetic screening for disease prevention and early detection is not yet widespread. Professional practice guidelines from the American College of Medical Genetics and Genomics (ACMG) have encouraged reporting pathogenic variants that confer personal risk for actionable monogenic hereditary disorders, but only as secondary findings from exome or genome sequencing. The Centers for Disease Control and Prevention (CDC) recognizes the potential public health impact of three Tier 1 actionable disorders. Here, we report results of a large multi-center cohort study to determine the yield and potential value of screening healthy individuals for variants associated with a broad range of actionable monogenic disorders, outside the context of secondary findings. METHODS: Eligible adults were offered a proactive genetic screening test by health care providers in a variety of clinical settings. The screening panel based on next-generation sequencing contained up to 147 genes associated with monogenic disorders within cancer, cardiovascular, and other important clinical areas. Sequence and intragenic copy number variants classified as pathogenic, likely pathogenic, pathogenic (low penetrance), or increased risk allele were considered clinically significant and reported. Results were analyzed by clinical area and severity/burden of disease using chi-square tests without Yates' correction. RESULTS: Among 10,478 unrelated adults screened, 1619 (15.5%) had results indicating personal risk for an actionable monogenic disorder. In contrast, only 3.1 to 5.2% had clinically reportable variants in genes suggested by the ACMG version 2 secondary findings list to be examined during exome or genome sequencing, and 2% had reportable variants related to CDC Tier 1 conditions. Among patients, 649 (6.2%) were positive for a genotype associated with a disease of high severity/burden, including hereditary cancer syndromes, cardiovascular disorders, or malignant hyperthermia susceptibility. CONCLUSIONS: This is one of the first real-world examples of specialists and primary care providers using genetic screening with a multi-gene panel to identify health risks in their patients. Nearly one in six individuals screened for variants associated with actionable monogenic disorders had clinically significant results. These findings provide a foundation for further studies to assess the role of genetic screening as part of regular medical care.


Asunto(s)
Pruebas Genéticas , Médicos , Adulto , Estudios de Cohortes , Exoma , Predisposición Genética a la Enfermedad , Genómica , Humanos
11.
Genet Med ; 23(9): 1673-1680, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34007000

RESUMEN

PURPOSE: To evaluate the impact of technically challenging variants on the implementation, validation, and diagnostic yield of commonly used clinical genetic tests. Such variants include large indels, small copy-number variants (CNVs), complex alterations, and variants in low-complexity or segmentally duplicated regions. METHODS: An interlaboratory pilot study used synthetic specimens to assess detection of challenging variant types by various next-generation sequencing (NGS)-based workflows. One well-performing workflow was further validated and used in clinician-ordered testing of more than 450,000 patients. RESULTS: In the interlaboratory study, only 2 of 13 challenging variants were detected by all 10 workflows, and just 3 workflows detected all 13. Limitations were also observed among 11 less-challenging indels. In clinical testing, 21.6% of patients carried one or more pathogenic variants, of which 13.8% (17,561) were classified as technically challenging. These variants were of diverse types, affecting 556 of 1,217 genes across hereditary cancer, cardiovascular, neurological, pediatric, reproductive carrier screening, and other indicated tests. CONCLUSION: The analytic and clinical sensitivity of NGS workflows can vary considerably, particularly for prevalent, technically challenging variants. This can have important implications for the design and validation of tests (by laboratories) and the selection of tests (by clinicians) for a wide range of clinical indications.


Asunto(s)
Pruebas Genéticas , Secuenciación de Nucleótidos de Alto Rendimiento , Niño , Variaciones en el Número de Copia de ADN/genética , Humanos , Mutación INDEL/genética , Proyectos Piloto
12.
Genet Med ; 23(10): 1961-1968, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34120153

RESUMEN

PURPOSE: The genetic architecture of Plakophilin 2 (PKP2) cardiomyopathy can inform our understanding of its variant pathogenicity and protein function. METHODS: We assess the gene-wide and regional association of truncating and missense variants in PKP2 with arrhythmogenic cardiomyopathy (ACM), and arrhythmogenic right ventricular cardiomyopathy (ARVC) specifically. A discovery data set compares genetic testing requisitions to gnomAD. Validation is performed in a rigorously phenotyped definite ARVC cohort and non-ACM individuals in the Geisinger MyCode cohort. RESULTS: The etiologic fraction (EF) of ACM-related diagnoses from truncating variants in PKP2 is significant (0.85 [0.80,0.88], p < 2 × 10-16), increases for ARVC specifically (EF = 0.96 [0.94,0.97], p < 2 × 10-16), and is highest in definite ARVC versus non-ACM individuals (EF = 1.00 [1.00,1.00], p < 2 × 10-16). Regions of missense variation enriched for ACM probands include known functional domains and the C-terminus, which was not previously known to contain a functional domain. No regional enrichment was identified for truncating variants. CONCLUSION: This multicohort evaluation of the genetic architecture of PKP2 demonstrates the specificity of PKP2 truncating variants for ARVC within the ACM disease spectrum. We identify the PKP2 C-terminus as a potential functional domain and find that truncating variants likely cause disease irrespective of transcript position.


Asunto(s)
Displasia Ventricular Derecha Arritmogénica , Cardiomiopatías , Placofilinas , Displasia Ventricular Derecha Arritmogénica/genética , Pruebas Genéticas , Humanos , Fenotipo , Placofilinas/genética
13.
Genet Med ; 21(1): 114-123, 2019 01.
Artículo en Inglés | MEDLINE | ID: mdl-29895855

RESUMEN

PURPOSE: We investigated the frequencies and characteristics of intragenic copy-number variants (CNVs) in a deep sampling of disease genes associated with monogenic disorders. METHODS: Subsets of 1507 genes were tested using next-generation sequencing to simultaneously detect sequence variants and CNVs in >143,000 individuals referred for genetic testing. We analyzed CNVs in gene panels for hereditary cancer syndromes and cardiovascular, neurological, or pediatric disorders. RESULTS: Our analysis identified 2844 intragenic CNVs in 384 clinically tested genes. CNVs were observed in 1.9% of the entire cohort but in a disproportionately high fraction (9.8%) of individuals with a clinically significant result. CNVs accounted for 4.7-35% of pathogenic variants, depending on clinical specialty. Distinct patterns existed among CNVs in terms of copy number, location, exons affected, clinical classification, and genes affected. Separately, analysis of de-identified data for 599 genes unrelated to the clinical phenotype yielded 4054 CNVs. Most of these CNVs were novel rare events, present as duplications, and enriched in genes associated with recessive disorders or lacking loss-of-function mutational mechanisms. CONCLUSION: Universal intragenic CNV analysis adds substantial clinical sensitivity to genetic testing. Clinically relevant CNVs have distinct properties that distinguish them from CNVs contributing to normal variation in human disease genes.


Asunto(s)
Variaciones en el Número de Copia de ADN/genética , Estudios de Asociación Genética , Enfermedades Genéticas Congénitas/genética , Predisposición Genética a la Enfermedad , Hibridación Genómica Comparativa , Exones/genética , Enfermedades Genéticas Congénitas/patología , Pruebas Genéticas , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Fenotipo
14.
N Engl J Med ; 372(23): 2235-42, 2015 06 04.
Artículo en Inglés | MEDLINE | ID: mdl-26014595

RESUMEN

On autopsy, a patient is found to have hypertrophic cardiomyopathy. The patient's family pursues genetic testing that shows a "likely pathogenic" variant for the condition on the basis of a study in an original research publication. Given the dominant inheritance of the condition and the risk of sudden cardiac death, other family members are tested for the genetic variant to determine their risk. Several family members test negative and are told that they are not at risk for hypertrophic cardiomyopathy and sudden cardiac death, and those who test positive are told that they need to be regularly monitored for cardiomyopathy on echocardiography. Five years later, during a routine clinic visit of one of the genotype-positive family members, the cardiologist queries a database for current knowledge on the genetic variant and discovers that the variant is now interpreted as "likely benign" by another laboratory that uses more recently derived population-frequency data. A newly available testing panel for additional genes that are implicated in hypertrophic cardiomyopathy is initiated on an affected family member, and a different variant is found that is determined to be pathogenic. Family members are retested, and one member who previously tested negative is now found to be positive for this new variant. An immediate clinical workup detects evidence of cardiomyopathy, and an intracardiac defibrillator is implanted to reduce the risk of sudden cardiac death.


Asunto(s)
Bases de Datos Genéticas , Enfermedades Genéticas Congénitas/genética , Predisposición Genética a la Enfermedad/genética , Variación Genética , Genoma Humano , Pruebas Genéticas , Humanos , National Library of Medicine (U.S.) , Estados Unidos
15.
Genet Med ; 20(2): 282, 2018 02.
Artículo en Inglés | MEDLINE | ID: mdl-29215652

RESUMEN

This corrects the article DOI: 10.1038/gim.2017.60.

16.
Genet Med ; 20(9): 1054-1060, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-29300386

RESUMEN

PURPOSE: We evaluated the American College of Medical Genetics and Genomics/Association for Molecular Pathology (ACMG/AMP) variant pathogenicity guidelines for internal consistency and compatibility with Bayesian statistical reasoning. METHODS: The ACMG/AMP criteria were translated into a naive Bayesian classifier, assuming four levels of evidence and exponentially scaled odds of pathogenicity. We tested this framework with a range of prior probabilities and odds of pathogenicity. RESULTS: We modeled the ACMG/AMP guidelines using biologically plausible assumptions. Most ACMG/AMP combining criteria were compatible. One ACMG/AMP likely pathogenic combination was mathematically equivalent to pathogenic and one ACMG/AMP pathogenic combination was actually likely pathogenic. We modeled combinations that include evidence for and against pathogenicity, showing that our approach scored some combinations as pathogenic or likely pathogenic that ACMG/AMP would designate as variant of uncertain significance (VUS). CONCLUSION: By transforming the ACMG/AMP guidelines into a Bayesian framework, we provide a mathematical foundation for what was a qualitative heuristic. Only 2 of the 18 existing ACMG/AMP evidence combinations were mathematically inconsistent with the overall framework. Mixed combinations of pathogenic and benign evidence could yield a likely pathogenic, likely benign, or VUS result. This quantitative framework validates the approach adopted by the ACMG/AMP, provides opportunities to further refine evidence categories and combining rules, and supports efforts to automate components of variant pathogenicity assessments.


Asunto(s)
Teorema de Bayes , Biología Computacional/métodos , Análisis de Secuencia de ADN/métodos , Pruebas Genéticas/normas , Variación Genética/genética , Genoma Humano , Genómica/métodos , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Humanos , Análisis de Secuencia de ADN/normas , Programas Informáticos
17.
Ann Surg Oncol ; 25(10): 2925-2931, 2018 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-29998407

RESUMEN

BACKGROUND: An estimated 5-10% of breast and ovarian cancers are due to hereditary causes such as hereditary breast and ovarian cancer (HBOC) syndrome. Medicare, the third-party payer that covers 44 million patients in the United States, has implemented a set of clinical criteria to determine coverage for the testing of the BRCA1 and BRCA2 genes. These criteria, developed to identify carriers of BRCA1/2 variants, have not been evaluated in the panel testing era. This study investigated a series of Medicare patients undergoing genetic testing for HBOC to determine the efficacy of genetic testing criteria in identifying patients with hereditary risk. METHODS: This study retrospectively examined de-identified data from a consecutive series of Medicare patients undergoing genetic testing based on personal and family history of breast and gynecologic cancer. Ordering clinicians indicated whether patients did or did not meet established criteria for BRCA1/2 genetic testing. The genetic test results were compared between the group that met the criteria and the group that did not. Patients in families with known pathogenic (P) or likely pathogenic (LP) variants were excluded from the primary analysis. RESULTS: Among 4196 unique Medicare patients, the rate of P/LP variants for the patients who met the criteria for genetic testing was 10.5%, and for those who did not, the rate was 9% (p = 0.26). CONCLUSIONS: The results of this study indicate that a substantial number of Medicare patients with clinically actionable genetic variants are being missed by current testing criteria and suggest the need for significant expansion and simplification of the testing criteria for HBOC.


Asunto(s)
Pruebas Genéticas/normas , Síndrome de Cáncer de Mama y Ovario Hereditario/diagnóstico , Síndrome de Cáncer de Mama y Ovario Hereditario/genética , Adulto , Anciano , Anciano de 80 o más Años , Errores Diagnósticos , Femenino , Genes BRCA1 , Genes BRCA2 , Predisposición Genética a la Enfermedad , Pruebas Genéticas/métodos , Humanos , Masculino , Medicare , Persona de Mediana Edad , Selección de Paciente , Estudios Retrospectivos , Resultado del Tratamiento , Estados Unidos , Adulto Joven
18.
Hum Mol Genet ; 24(7): 1836-42, 2015 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-25432535

RESUMEN

Tuberous sclerosis complex (TSC) is a genetic disorder characterized by seizures and tumor formation in multiple organs, mainly in the brain, skin, kidney, lung and heart. Renal cell carcinoma (RCC) occurs in ∼3% of TSC patients, and typically develops at age <50. Here we describe genetic findings in two TSC patients with multiple renal tumors, each of whom had the germline mutation TSC2 p.R905Q. The first (female) TSC patient had a left followed by a right nephrectomy at ages 24 and 27. Both kidneys showed multifocal TSC-associated papillary RCC (PRCC). Targeted, next-generation sequencing (NGS) analysis of TSC2 in five tumors (four from the left kidney, one from the right) showed loss of heterozygosity in one tumor, and four different TSC2 point mutations (p.E1351*, p.R1032*, p.R1713H, c.4178_4179delCT) in the other four samples. Only one of the 11 other tumors available from this patient had one of the TSC2 second hit mutations identified. Whole-exome analysis of the five tumors identified a very small number of additional mutated genes, with an average of 3.4 nonsilent coding, somatic mutations per tumor, none of which were seen in >1 tumor. The second (male) TSC patient had bilateral partial nephrectomies (both at age 36), with similar findings of multifocal PRCC. NGS analysis of TSC2 in two of these tumors identified a second hit mutation c.2355+1G>T in one sample that was not seen in other tumors. In conclusion, we report the first detailed genetic analysis of RCCs in TSC patients. Molecular studies indicate that tumors developed independently due to various second hit events, suggesting that these patients experienced a 'shower' of second hit mutations in TSC2 during kidney development leading to this severe phenotype.


Asunto(s)
Carcinoma de Células Renales/genética , Mutación , Esclerosis Tuberosa/genética , Proteínas Supresoras de Tumor/genética , Adolescente , Adulto , Carcinoma de Células Renales/metabolismo , Carcinoma de Células Renales/patología , Niño , Preescolar , Femenino , Humanos , Riñón/crecimiento & desarrollo , Riñón/metabolismo , Riñón/patología , Pérdida de Heterocigocidad , Masculino , Esclerosis Tuberosa/metabolismo , Esclerosis Tuberosa/patología , Proteína 2 del Complejo de la Esclerosis Tuberosa , Proteínas Supresoras de Tumor/metabolismo , Adulto Joven
19.
Genet Med ; 19(10): 1118-1126, 2017 10.
Artículo en Inglés | MEDLINE | ID: mdl-28569743

RESUMEN

PurposeClinVar is increasingly used as a resource for both genetic variant interpretation and clinical practice. However, controversies exist regarding the consistency of classifications in ClinVar, and questions remain about how best to use these data. Our study systematically examined ClinVar to identify common sources of discordance and thus inform ongoing practices.MethodsWe analyzed variants that had multiple classifications in ClinVar, excluding benign polymorphisms. Classifications were categorized by potential actionability and pathogenicity. Consensus interpretations were calculated for each variant, and the properties of the discordant outlier classifications were summarized.ResultsOur study included 74,065 classifications of 27,224 unique variants in 1,713 genes. We found that (i) concordance rates differed among clinical areas and variant types; (ii) clinical testing methods had much higher concordance than basic literature curation and research efforts; (iii) older classifications had greater discordance than newer ones; and (iv) low-penetrance variants had particularly high discordance.ConclusionRecent variant classifications from clinical testing laboratories have high overall concordance in many (but not all) clinical areas. ClinVar can be a reliable resource supporting variant interpretation, quality assessment, and clinical practice when factors uncovered in this study are taken into account. Ongoing improvements to ClinVar may make it easier to use, particularly for nonexpert users.


Asunto(s)
Bases de Datos Genéticas/normas , Pruebas Genéticas/normas , Variación Genética/genética , Células Germinativas/clasificación , Humanos , Polimorfismo Genético/genética
20.
J Neural Transm (Vienna) ; 124(6): 721-738, 2017 06.
Artículo en Inglés | MEDLINE | ID: mdl-28477284

RESUMEN

Braak and Del Tredici have proposed that typical Parkinson disease (PD) has its origins in the olfactory bulb and gastrointestinal tract. However, the role of the olfactory system has insufficiently been explored in the pathogeneses of PD and Alzheimer disease (AD) in laboratory models. Here, we demonstrate applications of a new method to process mouse heads for microscopy by sectioning, mounting, and staining whole skulls ('holocranohistochemistry'). This technique permits the visualization of the olfactory system from the nasal cavity to mitral cells and dopamine-producing interneurons of glomeruli in the olfactory bulb. We applied this method to two specific goals: first, to visualize PD- and AD-linked gene expression in the olfactory system, where we detected abundant, endogenous α-synuclein and tau expression in the olfactory epithelium. Furthermore, we observed amyloid-ß plaques and proteinase-K-resistant α-synuclein species, respectively, in cranial nerve-I of APP- and human SNCA-over-expressing mice. The second application of the technique was to the modeling of gene-environment interactions in the nasal cavity of mice. We tracked the infection of a neurotropic respiratory-enteric-orphan virus from the nose pad into cranial nerves-I (and -V) and monitored the ensuing brain infection. Given its abundance in the olfactory epithelia, we questioned whether α-synuclein played a role in innate host defenses to modify the outcome of infections. Indeed, Snca-null mice were more likely to succumb to viral encephalitis versus their wild-type littermates. Moreover, using a bacterial sepsis model, Snca-null mice were less able to control infection after intravenous inoculation with Salmonella typhimurium. Together, holocranohistochemistry enabled new discoveries related to α-synuclein expression and its function in mice. Future studies will address: the role of Mapt and mutant SNCA alleles in infection paradigms; the contribution of xenobiotics in the initiation of idiopathic PD; and the safety to the host when systemically targeting α-synuclein by immunotherapy.


Asunto(s)
Encéfalo/metabolismo , Encéfalo/virología , Encefalitis Viral/virología , Mucosa Olfatoria/anatomía & histología , Mucosa Olfatoria/metabolismo , Infecciones por Reoviridae/virología , alfa-Sinucleína/metabolismo , Precursor de Proteína beta-Amiloide/genética , Precursor de Proteína beta-Amiloide/metabolismo , Animales , Encéfalo/diagnóstico por imagen , Encéfalo/patología , Modelos Animales de Enfermedad , Encefalitis Viral/inmunología , Encefalitis Viral/mortalidad , Encefalitis Viral/patología , Femenino , Cabeza , Humanos , Inmunohistoquímica , Masculino , Orthoreovirus Mamífero 3 , Ratones , Ratones de la Cepa 129 , Ratones Endogámicos C57BL , Ratones Transgénicos , Vías Nerviosas/anatomía & histología , Vías Nerviosas/diagnóstico por imagen , Vías Nerviosas/metabolismo , Vías Nerviosas/patología , Mucosa Olfatoria/patología , Neuronas Receptoras Olfatorias/metabolismo , Neuronas Receptoras Olfatorias/virología , Infecciones por Reoviridae/inmunología , Infecciones por Salmonella/inmunología , Infecciones por Salmonella/patología , Salmonella typhimurium , Conservación de Tejido/métodos , alfa-Sinucleína/genética
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