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1.
Rev. esp. patol ; 57(1): 64-66, ene.-mar. 2024. ilus
Artigo em Espanhol | IBECS | ID: ibc-229925

RESUMO

El síndrome de Fraser o síndrome criptoftalmos/sindactilia es una enfermedad genética rara, cuyo diagnóstico se basa en una serie de criterios clínicos mayores y menores, y que puede apoyarse en pruebas genéticas. En este artículo se presenta el caso de una autopsia fetal de 37 semanas de gestación con sospecha de síndrome de CHAOS (síndrome obstructivo congénito de las vías aéreas altas). (AU)


Fraser syndrome or cryptophthalmos-syndactyly syndrome is a rare genetic disease, the diagnosis of which is based on a series of major and minor clinical criteria and that can be supported by genetic tests. This article presents the case of a fetal autopsy at 37 weeks of gestation with suspicion of CHAOS syndrome (congenital obstructive syndrome of the upper airways). (AU)


Assuntos
Humanos , Feminino , Gravidez , Síndrome de Fraser/diagnóstico , Autopsia , Doenças Fetais , Doenças Raras/diagnóstico , Sindactilia , Doenças Genéticas Inatas/diagnóstico
2.
Rev. esp. patol ; 57(1): 64-66, ene.-mar. 2024. ilus
Artigo em Espanhol | IBECS | ID: ibc-EMG-545

RESUMO

El síndrome de Fraser o síndrome criptoftalmos/sindactilia es una enfermedad genética rara, cuyo diagnóstico se basa en una serie de criterios clínicos mayores y menores, y que puede apoyarse en pruebas genéticas. En este artículo se presenta el caso de una autopsia fetal de 37 semanas de gestación con sospecha de síndrome de CHAOS (síndrome obstructivo congénito de las vías aéreas altas). (AU)


Fraser syndrome or cryptophthalmos-syndactyly syndrome is a rare genetic disease, the diagnosis of which is based on a series of major and minor clinical criteria and that can be supported by genetic tests. This article presents the case of a fetal autopsy at 37 weeks of gestation with suspicion of CHAOS syndrome (congenital obstructive syndrome of the upper airways). (AU)


Assuntos
Humanos , Feminino , Gravidez , Síndrome de Fraser/diagnóstico , Autopsia , Doenças Fetais , Doenças Raras/diagnóstico , Sindactilia , Doenças Genéticas Inatas/diagnóstico
3.
Nefrología (Madrid) ; 44(1): 69-76, ene.- feb. 2024. tab, ilus
Artigo em Espanhol | IBECS | ID: ibc-229423

RESUMO

Antecedentes y objetivo Las enfermedades renales hereditarias (ERH) son una causa frecuente de enfermedad renal crónica, habiéndose incrementado su diagnóstico desde la introducción de la secuenciación masiva (NGS). En 2018 se fundó la Unidad multidisciplinar de Enfermedades Renales Hereditarias de la Región de Murcia basándose en el estudio genético de las ERH mediante panel de genes. El objetivo de este estudio es analizar los resultados obtenidos en los primeros tres años de funcionamiento, así como analizar los factores clínicos que se asocian a la obtención de un diagnóstico genético final. Materiales y métodos Se incluyeron los pacientes estudiados mediante panel de genes de ERH y se compararon las características entre los que obtuvieron un diagnóstico genético final y los que no. Resultados Se estudiaron un total de 360 pacientes, detectándose variantes genéticas en 164 pacientes (45,6%) no relacionados familiarmente. Cuarenta y cinco de estas variantes eran de significado clínico incierto precisando estudio de cosegregación familiar, facilitado por la unidad multidisciplinar. Globalmente, considerando los resultados obtenidos con el panel de NGS realizado en el CBGC y los estudios genómicos ampliados, se consiguió un rendimiento diagnóstico final de ERH del 33,3% (120/360), contando hallazgos incidentales, del 35,6% (128/360). Se estudiaron 223 pacientes con sospecha de síndrome de Alport, confirmándose el diagnóstico en un 28,5% (gen más frecuente COL4A4), los cuales eran con más frecuencia mujeres, y con clara historia familiar compatible. También tenían con más frecuencia microhematuria, aunque 5 pacientes sin microhematuria confirmaron diagnóstico. No hubo diferencias en la edad, proteinuria, función renal, hipoacusia o alteraciones oftalmológicas (AU)


Background and objective Hereditary kidney diseases (HKD) are a frequent cause of chronic kidney disease, and their diagnosis has increased since the introduction of next generation sequencing (NGS). In 2018, the Multidisciplinary Unit for Hereditary Kidney Diseases of the Region of Murcia (UMERH-RM) was founded based on the genetic study of HKD. The objective of this study is to analyze the results obtained in the first 3 years of operation, and to analyze the clinical factors associated to a final genetic diagnosis. Materials and methods All the patients studied with the HKD gene panel were included. The characteristics between those who obtained a final genetic diagnosis and those who did not were compared. Results A total of 360 patients were studied, detecting genetic variants in 164 not related patients (45.6%). 45 of these were variants of uncertain significance requiring a family co-segregation study, which was facilitated by the multidisciplinary unit. Overall, considering the results obtained with the NGS panel and the extended genomic studies, a final diagnostic yield of HRD of 33.3% (120/360) was achieved, and including incidental findings 35.6% (128/360). Two hundred and twenty-three patients with suspected Alport syndrome were studied. Diagnosis was confirmed in 28.5% (COL4A4 most frequent gene), more frequently women with an obvious compatible family history. They also had frequently microhematuria, although 5 patients without microhematuria confirmed the diagnosis. There were no differences in age, proteinuria, renal function, hearing loss, or ophthalmologic abnormalities. The most frequent finding in the renal biopsy was mesangial proliferation. We estimate that 39 patients avoided renal biopsy (AU)


Assuntos
Humanos , Equipe de Assistência ao Paciente , Nefropatias/diagnóstico , Nefropatias/genética , Doenças Genéticas Inatas/diagnóstico , Sequenciamento de Nucleotídeos em Larga Escala , Estudos Retrospectivos
6.
N Engl J Med ; 389(21): 1972-1978, 2023 Nov 23.
Artigo em Inglês | MEDLINE | ID: mdl-37991855

RESUMO

Mahvash disease is an exceedingly rare genetic disorder of glucagon signaling characterized by hyperglucagonemia, hyperaminoacidemia, and pancreatic α-cell hyperplasia. Although there is no known definitive treatment, octreotide has been used to decrease systemic glucagon levels. We describe a woman who presented to our medical center after three episodes of small-volume hematemesis. She was found to have hyperglucagonemia and pancreatic hypertrophy with genetically confirmed Mahvash disease and also had evidence of portal hypertension (recurrent portosystemic encephalopathy and variceal hemorrhage) in the absence of cirrhosis. These findings established a diagnosis of portosinusoidal vascular disease, a presinusoidal type of portal hypertension previously known as noncirrhotic portal hypertension. Liver transplantation was followed by normalization of serum glucagon and ammonia levels, reversal of pancreatic hypertrophy, and resolution of recurrent encephalopathy and bleeding varices.


Assuntos
Doenças Genéticas Inatas , Glucagon , Hipertensão Portal , Transplante de Fígado , Feminino , Humanos , Varizes Esofágicas e Gástricas/etiologia , Varizes Esofágicas e Gástricas/cirurgia , Hemorragia Gastrointestinal/etiologia , Hemorragia Gastrointestinal/cirurgia , Glucagon/sangue , Glucagon/genética , Hipertensão Portal/sangue , Hipertensão Portal/etiologia , Hipertensão Portal/genética , Hipertensão Portal/cirurgia , Hipertrofia/genética , Cirrose Hepática , Doenças Genéticas Inatas/sangue , Doenças Genéticas Inatas/diagnóstico , Doenças Genéticas Inatas/genética , Doenças Genéticas Inatas/cirurgia , Pancreatopatias/genética , Pancreatopatias/patologia , Pancreatopatias/cirurgia , Células Secretoras de Glucagon/patologia
8.
Rev. med. cine ; 19(4): 303-316, 11/14/2023. ilus
Artigo em Espanhol | IBECS | ID: ibc-227599

RESUMO

Si bien la hemofilia era conocida como una enfermedad que perturbaba solo a las familias reales de Europa, actualmente afecta a uno de cada 5.000 y a uno de cada 30.000 varones recién nacidos vivos tanto para la de Tipo A como B, respectivamente. La hemofilia es un trastorno de la coagulación sanguínea que afecta principalmente a varones por su carácter de herencia recesiva ligada al X, siendo su manifestación principal las hemorragias que pueden llegar a ser mortales si no son tratadas correctamente. En Bombardier Blood (2020) de Patrick James Lynch, un documental enfocado al recorrido de Chris Bombardier, una persona hemofílica cuyo sueño es escalar las siete cumbres más altas del mundo, incluyendo en su paso el monte Everest en el Himalaya. El documental además de destacar los aspectos médicos sobre esta enfermedad hace ver los diferentes estilos de vida de acuerdo a su localización, las normativas y sistemas de salud que los rige y como esto incide en el diagnóstico, seguimiento y tratamiento. (AU)


While hemophilia was considered a disease that disturbed only the royal families of Europe, it currently affects one in 5.000 and one in 30.000 live newborn males for both Type A and B, respectively. Hemophilia is a blood clotting disorder that mainly affects men due to its character of recessive inheritance linked to X, its main manifestation hemorrhaging that can become fatal if they are not treated correctly. Bombardier Blood (2020) by Patrick James Lynch is a documentary focused on the journey of Chris Bombardier, a hemophilic person whose dream is to climb the seven highest summits in the world, including Mount Everest in the Himalayas. The documentary, in addition to highlighting the medical aspects of this disease, shows the different lifestyles according to their location, the regulations and health systems that govern them, and how these affect diagnosis, monitoring, and treatment. (AU)


Assuntos
Humanos , Hemofilia A/diagnóstico , Hemofilia A/terapia , Doenças Genéticas Inatas/diagnóstico , Doenças Genéticas Inatas/psicologia , Doenças Genéticas Inatas/terapia , Transtornos Herdados da Coagulação Sanguínea/diagnóstico , Transtornos Herdados da Coagulação Sanguínea/terapia , Hereditariedade , Nepal
9.
JAMA Netw Open ; 6(10): e2339571, 2023 10 02.
Artigo em Inglês | MEDLINE | ID: mdl-37878314

RESUMO

Importance: Variants of uncertain significance (VUSs) are rampant in clinical genetic testing, frustrating clinicians, patients, and laboratories because the uncertainty hinders diagnoses and clinical management. A comprehensive assessment of VUSs across many disease genes is needed to guide efforts to reduce uncertainty. Objective: To describe the sources, gene distribution, and population-level attributes of VUSs and to evaluate the impact of the different types of evidence used to reclassify them. Design, Setting, and Participants: This cohort study used germline DNA variant data from individuals referred by clinicians for diagnostic genetic testing for hereditary disorders. Participants included individuals for whom gene panel testing was conducted between September 9, 2014, and September 7, 2022. Data were analyzed from September 1, 2022, to April 1, 2023. Main Outcomes and Measures: The outcomes of interest were VUS rates (stratified by age; clinician-reported race, ethnicity, and ancestry groups; types of gene panels; and variant attributes), percentage of VUSs reclassified as benign or likely benign vs pathogenic or likely pathogenic, and enrichment of evidence types used for reclassifying VUSs. Results: The study cohort included 1 689 845 individuals ranging in age from 0 to 89 years at time of testing (median age, 50 years), with 1 203 210 (71.2%) female individuals. There were 39 150 Ashkenazi Jewish individuals (2.3%), 64 730 Asian individuals (3.8%), 126 739 Black individuals (7.5%), 5539 French Canadian individuals (0.3%), 169 714 Hispanic individuals (10.0%), 5058 Native American individuals (0.3%), 2696 Pacific Islander individuals (0.2%), 4842 Sephardic Jewish individuals (0.3%), and 974 383 White individuals (57.7%). Among all individuals tested, 692 227 (41.0%) had at least 1 VUS and 535 385 (31.7%) had only VUS results. The number of VUSs per individual increased as more genes were tested, and most VUSs were missense changes (86.6%). More VUSs were observed per sequenced gene in individuals who were not from a European White population, in middle-aged and older adults, and in individuals who underwent testing for disorders with incomplete penetrance. Of 37 699 unique VUSs that were reclassified, 30 239 (80.2%) were ultimately categorized as benign or likely benign. A mean (SD) of 30.7 (20.0) months elapsed for VUSs to be reclassified to benign or likely benign, and a mean (SD) of 22.4 (18.9) months elapsed for VUSs to be reclassified to pathogenic or likely pathogenic. Clinical evidence contributed most to reclassification. Conclusions and Relevance: This cohort study of approximately 1.6 million individuals highlighted the need for better methods for interpreting missense variants, increased availability of clinical and experimental evidence for variant classification, and more diverse representation of race, ethnicity, and ancestry groups in genomic databases. Data from this study could provide a sound basis for understanding the sources and resolution of VUSs and navigating appropriate next steps in patient care.


Assuntos
Doenças Genéticas Inatas , Testes Genéticos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Pessoa de Meia-Idade , Adulto Jovem , Indígena Americano ou Nativo do Alasca , Canadá , Estudos de Coortes , Etnicidade/genética , Doenças Genéticas Inatas/diagnóstico , Doenças Genéticas Inatas/etnologia , Doenças Genéticas Inatas/genética , Grupos Raciais/etnologia , Grupos Raciais/genética
10.
JAMA ; 330(2): 161-169, 2023 07 11.
Artigo em Inglês | MEDLINE | ID: mdl-37432431

RESUMO

Importance: Genomic testing in infancy guides medical decisions and can improve health outcomes. However, it is unclear whether genomic sequencing or a targeted neonatal gene-sequencing test provides comparable molecular diagnostic yields and times to return of results. Objective: To compare outcomes of genomic sequencing with those of a targeted neonatal gene-sequencing test. Design, Setting, and Participants: The Genomic Medicine for Ill Neonates and Infants (GEMINI) study was a prospective, comparative, multicenter study of 400 hospitalized infants younger than 1 year of age (proband) and their parents, when available, suspected of having a genetic disorder. The study was conducted at 6 US hospitals from June 2019 to November 2021. Exposure: Enrolled participants underwent simultaneous testing with genomic sequencing and a targeted neonatal gene-sequencing test. Each laboratory performed an independent interpretation of variants guided by knowledge of the patient's phenotype and returned results to the clinical care team. Change in clinical management, therapies offered, and redirection of care was provided to families based on genetic findings from either platform. Main Outcomes and Measures: Primary end points were molecular diagnostic yield (participants with ≥1 pathogenic variant or variant of unknown significance), time to return of results, and clinical utility (changes in patient care). Results: A molecular diagnostic variant was identified in 51% of participants (n = 204; 297 variants identified with 134 being novel). Molecular diagnostic yield of genomic sequencing was 49% (95% CI, 44%-54%) vs 27% (95% CI, 23%-32%) with the targeted gene-sequencing test. Genomic sequencing did not report 19 variants found by the targeted neonatal gene-sequencing test; the targeted gene-sequencing test did not report 164 variants identified by genomic sequencing as diagnostic. Variants unidentified by the targeted genomic-sequencing test included structural variants longer than 1 kilobase (25.1%) and genes excluded from the test (24.6%) (McNemar odds ratio, 8.6 [95% CI, 5.4-14.7]). Variant interpretation by laboratories differed by 43%. Median time to return of results was 6.1 days for genomic sequencing and 4.2 days for the targeted genomic-sequencing test; for urgent cases (n = 107) the time was 3.3 days for genomic sequencing and 4.0 days for the targeted gene-sequencing test. Changes in clinical care affected 19% of participants, and 76% of clinicians viewed genomic testing as useful or very useful in clinical decision-making, irrespective of a diagnosis. Conclusions and Relevance: The molecular diagnostic yield for genomic sequencing was higher than a targeted neonatal gene-sequencing test, but the time to return of routine results was slower. Interlaboratory variant interpretation contributes to differences in molecular diagnostic yield and may have important consequences for clinical management.


Assuntos
Doenças Genéticas Inatas , Testes Genéticos , Triagem Neonatal , Análise de Sequência de DNA , Sequenciamento Completo do Genoma , Tomada de Decisão Clínica/métodos , Perfil Genético , Genômica , Estudos Prospectivos , Testes Genéticos/métodos , Doenças Genéticas Inatas/diagnóstico , Doenças Genéticas Inatas/genética , Humanos , Recém-Nascido , Triagem Neonatal/métodos , Lactente , Análise de Sequência de DNA/métodos , Mutação
11.
J Assist Reprod Genet ; 40(9): 2157-2173, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37450097

RESUMO

BACKGROUND: Expanded carrier screening (ECS) has become a common practice for identifying carriers of monogenic diseases. However, existing large gene panels are not well-tailored to Chinese populations. In this study, ECS testing for pathogenic variants of both single-nucleotide variants (SNVs) and copy number variants (CNVs) in 330 genes implicated in 342 autosomal recessive (AR) or X-linked diseases was carried out. We assessed the differences in allele frequencies specific to the Chinese population who have used assisted reproductive technology (ART) and the important genes to screen for in this population. METHODOLOGY: A total of 300 heterosexual couples were screened by our ECS panel using next-generation sequencing. A customed bioinformatic algorithm was used to analyze SNVs and CNVs. Guidelines from the American College of Medical Genetics and Genomics and the Association for Molecular Pathology were adapted for variant interpretation. Pathogenic or likely pathogenic (P/LP) SNVs located in high homology regions/deletions and duplications of one or more exons in length were independently verified with other methods. RESULTS: 64.83% of the patients were identified to be carriers of at least one of 342 hereditary conditions. We identified 622 P/LP variants, 4.18% of which were flagged as CNVs. The rate of at-risk couples was 3%. A total of 149 AR diseases accounted for 64.05% of the cumulative carrier rate, and 48 diseases had a carrier rate above 1/200 in the test. CONCLUSION: An expanded screening of inherited diseases by incorporating different variant types, especially CNVs, has the potential to reduce the occurrence of severe monogenic diseases in the offspring of patients using ART in China.


Assuntos
População do Leste Asiático , Triagem de Portadores Genéticos , Doenças Genéticas Inatas , Técnicas de Reprodução Assistida , Humanos , China/epidemiologia , População do Leste Asiático/genética , Éxons , Frequência do Gene/genética , Testes Genéticos , Doenças Genéticas Inatas/diagnóstico , Doenças Genéticas Inatas/genética , Doenças Genéticas Inatas/prevenção & controle
12.
Med. infant ; 30(2): 204-213, Junio 2023. ilus, tab
Artigo em Espanhol | LILACS, UNISALUD, BINACIS | ID: biblio-1443868

RESUMO

El Hospital Garrahan ha sido pionero en el diagnóstico molecular de patologías pediátricas en Argentina. Los avances tecnológicos de las últimas décadas en el área de la biología molecular, sentaron las bases para la optimización y ampliación del diagnóstico molecular a partir de la secuenciación masiva en paralelo de múltiples genes. El presente trabajo describe el proceso de implementación de los estudios de secuenciación de nueva generación y el desarrollo de la Unidad de Genómica en un hospital público pediátrico de alta complejidad, así como su impacto en las capacidades diagnósticas de enfermedades poco frecuentes de origen genético. La creación del Grupo Interdisciplinario de Estudios Genómicos constituyó la vía institucional para la toma de decisiones que implican la implementación de nuevos estudios genómicos y el establecimiento de prioridades diagnósticas, extendiendo la disponibilidad del diagnóstico molecular a más disciplinas. La Unidad de Genómica trabaja en diseñar las estrategias que permitan la mayor optimización de los recursos con los que cuenta el hospital, teniendo en cuenta el equipamiento disponible, las prioridades establecidas y la frecuencia de las distintas patologías. Se demuestra el salto significativo operado en nuestras capacidades diagnósticas, tanto en la variedad de enfermedades como en el número de genes analizados, habiendo estudiado a la fecha alrededor de 2.000 pacientes, muchos de los cuales ven de este modo finalizada su odisea diagnóstica. Los estudios de NGS se han convertido en una herramienta de la práctica diaria para la atención de un número importante de pacientes de nuestro hospital. Continuaremos trabajando para ampliar su aplicación a la mayor cantidad de patologías, a través de los mecanismos institucionales ya existentes (AU)


The Garrahan Hospital has been a pioneer in the molecular diagnosis of pediatric diseases in Argentina. The technological advances of the last decades in the area of molecular biology have laid the foundations for the optimization and expansion of molecular diagnostics through massive parallel sequencing of multiple genes. This study describes the process of implementation of next-generation sequencing studies and the development of the Genomics Unit in a public pediatric tertiary hospital, and its impact on the capacity to diagnose rare diseases of genetic origin. The creation of the Interdisciplinary Group of Genomic Studies constituted the institutional pathway for decision-making involving the implementation of new genomic studies and the establishment of diagnostic priorities, extending the availability of molecular diagnostics to additional disciplines. The Genomics Unit is working to design strategies that allow for optimization of the resources available to the hospital, taking into account the equipment available, the priorities established, and the frequency of the different diseases. It demonstrates the significant leap in our diagnostic capabilities, both in the variety of diseases and in the number of genes analyzed. To date, around 2,000 patients have been studies, many of whom have thus completed their diagnostic odyssey. NGS studies have become a tool in daily practice for the care of a significant number of patients in our hospital. We will continue working to expand its application to as many diseases as possible, through the existing institutional mechanisms (AU)


Assuntos
Humanos , Recém-Nascido , Lactente , Pré-Escolar , Criança , Adolescente , Genômica/instrumentação , Técnicas de Diagnóstico Molecular/métodos , Sequenciamento de Nucleotídeos em Larga Escala , Medicina Genômica/tendências , Doenças Genéticas Inatas/diagnóstico , Laboratórios Hospitalares , Hospitais Pediátricos
15.
16.
N Engl J Med ; 388(17): 1559-1571, 2023 Apr 27.
Artigo em Inglês | MEDLINE | ID: mdl-37043637

RESUMO

BACKGROUND: Pediatric disorders include a range of highly penetrant, genetically heterogeneous conditions amenable to genomewide diagnostic approaches. Finding a molecular diagnosis is challenging but can have profound lifelong benefits. METHODS: We conducted a large-scale sequencing study involving more than 13,500 families with probands with severe, probably monogenic, difficult-to-diagnose developmental disorders from 24 regional genetics services in the United Kingdom and Ireland. Standardized phenotypic data were collected, and exome sequencing and microarray analyses were performed to investigate novel genetic causes. We developed an iterative variant analysis pipeline and reported candidate variants to clinical teams for validation and diagnostic interpretation to inform communication with families. Multiple regression analyses were performed to evaluate factors affecting the probability of diagnosis. RESULTS: A total of 13,449 probands were included in the analyses. On average, we reported 1.0 candidate variant per parent-offspring trio and 2.5 variants per singleton proband. Using clinical and computational approaches to variant classification, we made a diagnosis in approximately 41% of probands (5502 of 13,449). Of 3599 probands in trios who received a diagnosis by clinical assertion, approximately 76% had a pathogenic de novo variant. Another 22% of probands (2997 of 13,449) had variants of uncertain significance in genes that were strongly linked to monogenic developmental disorders. Recruitment in a parent-offspring trio had the largest effect on the probability of diagnosis (odds ratio, 4.70; 95% confidence interval [CI], 4.16 to 5.31). Probands were less likely to receive a diagnosis if they were born extremely prematurely (i.e., 22 to 27 weeks' gestation; odds ratio, 0.39; 95% CI, 0.22 to 0.68), had in utero exposure to antiepileptic medications (odds ratio, 0.44; 95% CI, 0.29 to 0.67), had mothers with diabetes (odds ratio, 0.52; 95% CI, 0.41 to 0.67), or were of African ancestry (odds ratio, 0.51; 95% CI, 0.31 to 0.78). CONCLUSIONS: Among probands with severe, probably monogenic, difficult-to-diagnose developmental disorders, multimodal analysis of genomewide data had good diagnostic power, even after previous attempts at diagnosis. (Funded by the Health Innovation Challenge Fund and Wellcome Sanger Institute.).


Assuntos
Genômica , Doenças Raras , Criança , Humanos , Exoma , Irlanda/epidemiologia , Reino Unido/epidemiologia , Doenças Raras/diagnóstico , Doenças Raras/epidemiologia , Doenças Raras/genética , Análise de Sequência com Séries de Oligonucleotídeos , Estudos de Associação Genética , Transtornos do Neurodesenvolvimento/diagnóstico , Transtornos do Neurodesenvolvimento/genética , Anormalidades Congênitas/diagnóstico , Anormalidades Congênitas/genética , Transtornos do Crescimento/diagnóstico , Transtornos do Crescimento/genética , Facies , Transtornos do Comportamento Infantil/diagnóstico , Transtornos do Comportamento Infantil/genética , Doenças Genéticas Inatas/diagnóstico , Doenças Genéticas Inatas/genética
17.
J Mol Biol ; 435(8): 168045, 2023 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-36906061

RESUMO

The detection of structural chromosomal abnormalities (SCA) is crucial for diagnosis, prognosis and management of many genetic diseases and cancers. This detection, done by highly qualified medical experts, is tedious and time-consuming. We propose a highly performing and intelligent method to assist cytogeneticists to screen for SCA. Each chromosome is present in two copies that make up a pair of chromosomes. Usually, SCA are present in only one copy of the pair. Convolutional neural networks (CNN) with Siamese architecture are particularly relevant for evaluating similarities between two images, which is why we used this method to detect abnormalities between both chromosomes of a given pair. As a proof-of-concept, we first focused on a deletion occurring on chromosome 5 (del(5q)) observed in hematological malignancies. Using our dataset, we conducted several experiments without and with data augmentation on seven popular CNN models. Overall, performances obtained were very relevant for detecting deletions, particularly with Xception and InceptionResNetV2 models achieving 97.50% and 97.01% of F1-score, respectively. We additionally demonstrated that these models successfully recognized another SCA, inversion inv(3), which is one of the most difficult SCA to detect. The performance improved when the training was applied on inversion inv(3) dataset, achieving 94.82% of F1-score. The technique that we propose in this paper is the first highly performing method based on Siamese architecture that allows the detection of SCA. Our code is publicly available at: https://github.com/MEABECHAR/ChromosomeSiameseAD.


Assuntos
Aberrações Cromossômicas , Doenças Genéticas Inatas , Neoplasias , Redes Neurais de Computação , Humanos , Cromossomos/genética , Doenças Genéticas Inatas/diagnóstico , Doenças Genéticas Inatas/genética , Neoplasias/diagnóstico , Neoplasias/genética , Conjuntos de Dados como Assunto
19.
Eur J Hum Genet ; 31(3): 282-295, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36517584

RESUMO

Genomic healthcare programmes, both in a research and clinical context, have demonstrated a pivotal opportunity to prevent, diagnose, and treat rare diseases. However, implementation factors could increase overall costs and affect uptake. As well, uncertainties remain regarding effective training, guidelines and legislation. The purpose of this rapid evidence review was to draw together the available global evidence on the implementation of genomic testing programmes, particularly on population-based screening and diagnostic programmes implemented at the national level, to understand the range of factors influencing implementation. This review involved a search of terms related to genomics, implementation and health care. The search was limited to peer-reviewed articles published between 2017-2022 and found in five databases. The review included thirty articles drawing on sixteen countries. A wide range of factors was cited as critical to the successful implementation of genomics programmes. These included having policy frameworks, regulations, guidelines; clinical decision support tools; access to genetic counselling; and education and training for healthcare staff. The high costs of implementing and integrating genomics into healthcare were also often barriers to stakeholders. National genomics programmes are complex and require the generation of evidence and addressing implementation challenges. The findings from this review highlight that there is a strong emphasis on addressing genomic education and engagement among varied stakeholders, including the general public, policymakers, and governments. Articles also emphasised the development of appropriate policies and regulatory frameworks to govern genomic healthcare, with a focus on legislation that regulates the collection, storage, and sharing of personal genomic data.


Assuntos
Doenças Genéticas Inatas , Genômica , Humanos , Doenças Genéticas Inatas/diagnóstico
20.
Mol Genet Genomic Med ; 11(1): e2097, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36374045

RESUMO

PURPOSE: Drug development strategies for genetic diseases depend critically on accurate knowledge of how pathogenic variants cause disease. For some well-studied genes, the direct effects of pathogenic variants are well documented as loss-of-function, gain-of-function or hypermorphic, or a combination of the two. For many genes, however, even the direction of effect of variants remains unclear. Classification of Mendelian disease genes in terms of whether pathogenic variants are loss- or gain-of-function would directly inform drug development strategies. METHODS: We leveraged the recent dramatic increase in reported pathogenic variants to provide a novel approach to inferring the direction of effect of pathogenic variants. Specifically, we quantify the ratio of reported pathogenic variants that are missense compared to loss-of-function. RESULTS: We first show that for many genes that cause dominant Mendelian disease, the ratio of reported pathogenic missense variants is diagnostic of whether the gene causes disease through loss- or gain-of-function, or a combination. Second, we identify a set of genes that appear to cause disease largely or entirely through gain-of-function or hypermorphic pathogenic variants. CONCLUSIONS: We suggest a set of 16 genes suitable for drug developmental efforts utilizing direct inhibition.


Assuntos
Doenças Genéticas Inatas , Humanos , Mutação de Sentido Incorreto , Doenças Genéticas Inatas/diagnóstico , Doenças Genéticas Inatas/tratamento farmacológico , Doenças Genéticas Inatas/genética , Desenvolvimento de Medicamentos , Mutação com Perda de Função , Mutação com Ganho de Função
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