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1.
BMJ Case Rep ; 16(9)2023 Sep 27.
Artículo en Inglés | MEDLINE | ID: mdl-37758661

RESUMEN

A woman in late adolescence with a history of sickle cell disease, moyamoya disease, cerebrovascular accident, mild intellectual disability, post-traumatic stress disorder, functional seizures, generalised anxiety disorder and transient psychosis was referred for a psychiatry consultation. She presented with worsening episodes of dissociation characterised by compulsory hair-pulling. Limited research exists regarding patients engaging in activities of automated behaviour during episodes of dissociation. Thus, we aim to describe a case of a patient with episodes of hair-pulling during dissociative events to discuss the aetiology and treatment. We are describing the aetiology and treatment of a patient with episodes of hair-pulling during dissociative events.

2.
Transpl Immunol ; 80: 101885, 2023 10.
Artículo en Inglés | MEDLINE | ID: mdl-37414265

RESUMEN

BACKGROUND: Human leukocyte antigen mismatch(es) (HLA-mm) between donors and recipients has not been extensively studied either as a risk factor for solid organ malignancy (SOM) or as a modifier of associations between nonpharmacologic risk factors and SOM in kidney transplant recipients (KTRs). METHODS: In a secondary analysis from a previous study, 166,256 adult KTRs in 2000-2018 who survived the first 12 months post-transplant free of graft loss or malignancy were classified into 0, 1-3, and 4-6 standard HLA-mm cohorts. Multivariable cause-specific Cox regressions analyzed the risks of SOM and all-cause mortality (ac-mortality) in 5 years following the first KT year. Comparisons of associations between SOM and risk factors in HLA mismatch cohorts were made by estimating the ratios of adjusted hazard ratios. RESULTS: Compared with 0 HLA-mm, 1-3 HLA-mm was not associated, and 4-6 HLA-mm was equivocally associated with increased risk of SOM [hazard ratio, (HR) = 1.05, 95%, confidence interval (CI) = 0.94-1.17 and HR = 1.11, 95% CI = 1.00-1.34, respectively]. Both 1-3 HLA-mm and 4-6 HLA-mm were associated with increased risk of ac-mortality compared with 0 HLA mm [hazard ratio (HR) = 1.12, 95%, Confidence Interval (CI) = 1.08-1.18) and (HR = 1.16, 95% CI = 1.09-1.22), respectively]. KTR's history of pre-transplant cancer, age 50-64, and >/=65 years were associated with increased risks of SOM and ac-mortality in all HLA mismatch cohorts. Pre-transplant dialysis >2 years, diabetes as the primary renal disease, and expanded or standard criteria deceased donor transplantation were risk factors for SOM in the 0 and 1-3 HLA-mm cohorts and of ac-mortality in all HLA-mm cohorts. KTRs male sex or history of previous kidney transplant was a risk factor for SOM in the 1-3 and 4-6 HLA-mm cohorts and of ac-mortality in all HLA-mm cohorts. CONCLUSION: Direct association between SOM and the degree of HLA mismatching is equivocal and limited to the 4-6 HLA-mm stratum; however, the degree of HLA mismatching has significant modifying effects on the associations between specific nonpharmacologic risk factors and SOM in KTRs.


Asunto(s)
Trasplante de Riñón , Neoplasias , Adulto , Masculino , Humanos , Persona de Mediana Edad , Trasplante de Riñón/efectos adversos , Prueba de Histocompatibilidad , Riñón , Antígenos HLA , Factores de Riesgo , Neoplasias/epidemiología , Supervivencia de Injerto
3.
J Exp Med ; 220(5)2023 05 01.
Artículo en Inglés | MEDLINE | ID: mdl-36884218

RESUMEN

STAT6 (signal transducer and activator of transcription 6) is a transcription factor that plays a central role in the pathophysiology of allergic inflammation. We have identified 16 patients from 10 families spanning three continents with a profound phenotype of early-life onset allergic immune dysregulation, widespread treatment-resistant atopic dermatitis, hypereosinophilia with esosinophilic gastrointestinal disease, asthma, elevated serum IgE, IgE-mediated food allergies, and anaphylaxis. The cases were either sporadic (seven kindreds) or followed an autosomal dominant inheritance pattern (three kindreds). All patients carried monoallelic rare variants in STAT6 and functional studies established their gain-of-function (GOF) phenotype with sustained STAT6 phosphorylation, increased STAT6 target gene expression, and TH2 skewing. Precision treatment with the anti-IL-4Rα antibody, dupilumab, was highly effective improving both clinical manifestations and immunological biomarkers. This study identifies heterozygous GOF variants in STAT6 as a novel autosomal dominant allergic disorder. We anticipate that our discovery of multiple kindreds with germline STAT6 GOF variants will facilitate the recognition of more affected individuals and the full definition of this new primary atopic disorder.


Asunto(s)
Asma , Hipersensibilidad a los Alimentos , Humanos , Factor de Transcripción STAT6 , Mutación con Ganancia de Función , Inmunoglobulina E/genética
6.
Clin Cancer Res ; 27(22): 6072-6074, 2021 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-34266891

RESUMEN

The administration of preventative therapy for chemotherapy-induced nausea and vomiting (CINV) is an essential component of the treatment plan for many patients with cancer. In May 2021, the FDA issued a draft guidance for industry to facilitate the clinical development of drugs for the prevention of CINV in adults. FDA guidance has a vital role in the regulatory dialogue between the Agency and external stakeholders. Sharing the FDA's current recommended approach can expedite drug development and ultimately the availability of safe and effective therapies to patients in need. In addition, guidance documents may be leveraged to facilitate communication between regulatory agencies, the academic community, patient advocacy groups, and the pharmaceutical industry. The draft guidance for industry Chemotherapy-Induced Nausea and Vomiting: Developing Drugs for Prevention (May 2021) outlines the FDA's current recommendations regarding clinical development programs for drugs for the prevention of CINV and the required attributes of patients for enrollment, aspects of trial design, and efficacy assessments. This article provides an overview of the recommendations contained in the draft guidance.


Asunto(s)
Antineoplásicos/efectos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Desarrollo de Medicamentos , Náusea/etiología , Náusea/prevención & control , Neoplasias/complicaciones , Vómitos/etiología , Vómitos/prevención & control , Antineoplásicos/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Ensayos Clínicos como Asunto , Desarrollo de Medicamentos/métodos , Guías como Asunto , Humanos , Neoplasias/tratamiento farmacológico , Proyectos de Investigación , Estados Unidos , United States Food and Drug Administration
7.
J Pediatr Gastroenterol Nutr ; 73(2): 145-149, 2021 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-34091541

RESUMEN

ABSTRACT: Pediatric functional gastrointestinal disorders including irritable bowel syndrome with constipation and functional constipation are common conditions in childhood, but no drugs are U.S. Food and Drug Administration (FDA) approved for chronic use in pediatric patients with these disorders. Despite efforts to better standardize the diagnosis of these conditions in children (including recent modifications to the Rome criteria), conducting pediatric clinical trials to support drug approval remains a challenge. In March 2018, FDA, in collaboration with the North American Society for Pediatric Gastroenterology, Hepatology, and Nutrition, American Gastroenterological Association, and American College of Gastroenterology, convened a public workshop to discuss the challenges and opportunities in conducting pediatric clinical trials in functional gastrointestinal conditions. The workshop assembled gastroenterologists, psychologists, patients, patient advocates, regulators, and industry representatives to discuss trial design and conduct including alternative designs, eligibility criteria, instruments for patient- and observer-reported outcomes, and optimal primary endpoints to support regulatory approval. This report summarizes the workshop, key challenges and knowledge gaps identified, and outlines areas where further research efforts are needed to overcome barriers to developing drugs to treat these conditions.


Asunto(s)
Gastroenterología , Enfermedades Gastrointestinales , Síndrome del Colon Irritable , Niño , Estreñimiento/tratamiento farmacológico , Desarrollo de Medicamentos , Humanos , Síndrome del Colon Irritable/tratamiento farmacológico
8.
J Clin Pharmacol ; 61 Suppl 1: S165-S174, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-34185895

RESUMEN

The use of extrapolation of efficacy in pediatric drug development programs is possible when disease progression and treatment response are similar in adult and pediatric populations. Historically, the exposure-response (E-R) similarity was assessed by visual inspection of 2 E-R curves to support pediatric extrapolation. The aim of this study was to develop a quantitative framework to describe the E-R relationship and the difference in E-R between pediatric and adult patients based on accumulated experience in pediatric drug development programs. Using clinical data for 8 drugs with either a linear or nonlinear E-R relationship, we adapted the methodology used in noninferiority testing to assess the E-R similarity between adult and pediatric patients at the targeted drug exposure. We implemented bootstrap-based and Bayesian-based methodologies to estimate the probability of concluding noninferiority of the E-R relationship. This approach provides objective criteria that can be applied to an assessment of E-R noninferiority in 2 populations to support extrapolation of efficacy in drug development programs from adults to pediatric populations.


Asunto(s)
Relación Dosis-Respuesta a Droga , Desarrollo de Medicamentos/métodos , Pediatría/métodos , Adulto , Niño , Interpretación Estadística de Datos , Aprobación de Drogas/métodos , Cálculo de Dosificación de Drogas , Humanos , Probabilidad , Estados Unidos , United States Food and Drug Administration
9.
Transpl Immunol ; 66: 101391, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33838299

RESUMEN

Background The association of mammalian target of rapamycin inhibitors (MTORI) with malignancies and mortality in kidney transplant recipients (KTR) with different degrees of human leukocyte antigen mismatch (HLA-mm) at transplant has not been previously studied. Methods Our observational cohort study included 166, 256 adult KTRs in 2000-2018. Immunosuppression in the first post-transplant year were MTORIs in 13,056 (7.85%) and non-MTORIs in 153,200 (92.15%). We used Cox multivariable regression models to determine the cause-specific hazard ratio (HRcs) of non-melanoma skin cancer (NMSC),solid organ malignancies (SOM)] and all-cause death (deathac); and the HR of the composite outcomes of NMSC or deathac and SOM or deathac associated with MTORI versus non-MTORI regimens in the overall study sample and the 0, 1-3, and 4-6 HLA-A, B and DR mm subgroups. Results NMSC risk was lower with MTORI than non-MTORI in all HLA-mm subgroups [(0 mm, HRcs = 0.67; 95% CI = 0.46-0.97, 1-3 mm, HRcs = 0.73; 95% CI = 0.61-0.87, 4-6 mm, HRcs = 0.69; 95% CI = 0.62-0.76)]. SOM risks were similar between regimens in the 0 HLA mm subgroup (HRcs = 1.10 (95% CI = 0.78-1.57) and lower with MTORI than non-MTORI in the 1-3, and 4-6 HLA-mm subgroups, [(HR = 0.84; (95% CI = 0.71-0.99), and (HR = 0.86; 95% CI = 0.78-0.94); respectively]. Risks of deathac and composite outcomes (NMSC or deathac and SOM or deathac) were higher with MTORI than non-MTORI in almost all HLA-mm subgroups. Conclusion MTORIs are associated with protection from NMSC and SOM in almost all HLA-mm subgroups ca; however, their association with increased all-cause mortality in adult kidney transplant recipients needs further investigation.


Asunto(s)
Antígenos HLA/inmunología , Trasplante de Riñón , Inhibidores mTOR , Melanoma , Neoplasias Primarias Secundarias , Neoplasias Cutáneas , Adolescente , Adulto , Anciano , Femenino , Prueba de Histocompatibilidad , Humanos , Inhibidores mTOR/administración & dosificación , Inhibidores mTOR/efectos adversos , Masculino , Melanoma/inducido químicamente , Melanoma/inmunología , Melanoma/mortalidad , Persona de Mediana Edad , Neoplasias Primarias Secundarias/inducido químicamente , Neoplasias Primarias Secundarias/inmunología , Neoplasias Primarias Secundarias/mortalidad , Neoplasias Cutáneas/inducido químicamente , Neoplasias Cutáneas/inmunología , Neoplasias Cutáneas/mortalidad
10.
PLoS One ; 14(10): e0222952, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31618209

RESUMEN

BACKGROUND: Presenting features of inflammatory bowel disease (IBD) are non-specific. We hypothesized that mRNA profiles could (1) identify genes and pathways involved in disease pathogenesis; (2) identify a molecular signature that differentiates IBD from other conditions; (3) provide insight into systemic and colon-specific dysregulation through study of the concordance of the gene expression. METHODS: Children (8-18 years) were prospectively recruited at the time of diagnostic colonoscopy for possible IBD. We used transcriptome-wide mRNA profiling to study gene expression in colon biopsies and paired whole blood samples. Using blood mRNA measurements, we fit a regression model for disease state prediction that was validated in an independent test set of adult subjects (GSE3365). RESULTS: Ninety-eight children were recruited [39 Crohn's disease, 18 ulcerative colitis, 2 IBDU, 39 non-IBD]. There were 1,118 significantly differentially (IBD vs non-IBD) expressed genes in colon tissue, and 880 in blood. The direction of relative change in expression was concordant for 106/112 genes differentially expressed in both tissue types. The regression model from the blood mRNA measurements distinguished IBD vs non-IBD disease status in the independent test set with 80% accuracy using only 6 genes. The overlap of 5 immune and metabolic pathways in the two tissue types was significant (p<0.001). CONCLUSIONS: Blood and colon tissue from patients with IBD share a common transcriptional profile dominated by immune and metabolic pathways. Our results suggest that peripheral blood expression levels of as few as 6 genes (IL7R, UBB, TXNIP, S100A8, ALAS2, and SLC2A3) may distinguish patients with IBD from non-IBD.


Asunto(s)
Colitis Ulcerosa/diagnóstico , Colon/patología , Enfermedad de Crohn/diagnóstico , Perfilación de la Expresión Génica/métodos , Mucosa Intestinal/patología , Adolescente , Biomarcadores/sangre , Biomarcadores/metabolismo , Biopsia , Niño , Colitis Ulcerosa/sangre , Colitis Ulcerosa/patología , Colon/diagnóstico por imagen , Colonoscopía , Enfermedad de Crohn/sangre , Enfermedad de Crohn/patología , Estudios de Factibilidad , Femenino , Humanos , Mucosa Intestinal/diagnóstico por imagen , Masculino , Estudios Prospectivos , Reproducibilidad de los Resultados
11.
Inflamm Bowel Dis ; 25(Suppl 2): S40-S47, 2019 05 16.
Artículo en Inglés | MEDLINE | ID: mdl-31095704

RESUMEN

Pragmatic clinical research is part of five focus areas of the Challenges in IBD research document, which also includes preclinical human IBD mechanisms, environmental triggers, novel technologies, and precision medicine. The Challenges in IBD research document provides a comprehensive overview of current gaps in inflammatory bowel diseases (IBD) research and delivers actionable approaches to address them. It is the result of multidisciplinary input from scientists, clinicians, patients, and funders, and represents a valuable resource for patient centric research prioritization. In particular, the pragmatic clinical research section is focused on highlighting gaps that need to be addressed in order to optimize and standardize IBD care. Identified gaps include: 1) understanding the incidence and prevalence of IBD; 2) evaluating medication positioning to increase therapeutic effectiveness; 3) understanding the utility of therapeutic drug monitoring (TDM); 4) studying pain management; and 5) understanding healthcare economics and resources utilization. To address these gaps, there is a need to emphasize the use of emerging data sources and real-world evidence to better understand epidemiologic and therapeutic trends in IBD, expanding on existing data to better understand how and where we should improve care. Proposed approaches include epidemiological studies in ethnically and geographically diverse cohorts to estimate incidence and prevalence of IBD and impact of diversity on treatment patterns and outcomes. The implementation of new clinical trial design and methodologies will be essential to evaluate optimal medication positioning, appropriate use of TDM in adults and children, and multidisciplinary approaches to IBD pain management and its impact on healthcare resources.


Asunto(s)
Investigación Biomédica/normas , Recursos en Salud/estadística & datos numéricos , Enfermedades Inflamatorias del Intestino/diagnóstico , Enfermedades Inflamatorias del Intestino/terapia , Pautas de la Práctica en Medicina/normas , Humanos , Enfermedades Inflamatorias del Intestino/epidemiología , Enfermedades Inflamatorias del Intestino/etiología , Prevalencia , Estados Unidos/epidemiología
13.
Emerg Top Life Sci ; 3(1): 75-95, 2019 Mar 29.
Artículo en Inglés | MEDLINE | ID: mdl-33523196

RESUMEN

Early identification and treatment of inherited metabolic diseases (IMDs) are essential to prevent and minimize intellectual disability (ID) and epilepsy. The oldest form of treatment, nutritional modulation, has proved beneficial for many IMDs. These conditions represent a promising model for P4 medicine - predictive, preventive, personalized, and participatory - specifically through the interpretation of individual genetic, pathophysiological, and clinical characteristics. More than 1000 IMDs have been described, and for these different nutritional modulation strategies are applied, varying from substrate reduction, supplementation of vitamins for catalyzation of enzymatic reactions or supplementation of amino acids or other nutrients, to substitution for deficient or inactivated products. This review provides an overview of all IMDs presenting with epilepsy and/or ID amenable to nutritional modulation; these are 85 in number, belonging to 27 categories. Therapeutic strategies include protein-restricted diet, ketogenic diet, fat-restricted diet, lactose-restricted diet; supplementation of amino acids, carbohydrates, or others; and supplementation of vitamins or cofactors as well as a sick-day protocol. Nutritional therapies are generally safe, affordable, and accessible, but compliance is an issue. Three different types of response exist: (1) a positive effect on seizure control and/or psychomotor development; (2) efficacy in prevention of decompensation but ongoing damage occurs; and (3) insufficient insights or evidence to establish the treatment as effective. For the latter category, we describe pyridoxine-dependent epilepsy as a case vignette for P4 medicine, discuss the benefits and challenges of nutritional modulation in IMDs, and outline novel approaches and solutions.

14.
J Am Med Inform Assoc ; 26(2): 124-133, 2019 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-30535356

RESUMEN

Objective: The clinical diagnosis of genetic disorders is undergoing transformation, driven by whole exome sequencing and whole genome sequencing (WES/WGS). However, such nucleotide-level resolution technologies create an interpretive challenge. Prior literature suggests that clinicians may employ characteristic cognitive processes during WES/WGS investigations to identify disruptions in genes causal for the observed disease. Based on cognitive ergonomics, we designed and evaluated a gene prioritization workflow that supported these cognitive processes. Materials and Methods: We designed a novel workflow in which clinicians recalled known genetic diseases with similarity to patient phenotypes to inform WES/WGS data interpretation. This prototype-based workflow was evaluated against the common computational approach based on physician-specified sets of individual patient phenotypes. The evaluation was conducted as a web-based user study, in which 18 clinicians analyzed 2 simulated patient scenarios using a randomly assigned workflow. Data analysis compared the 2 workflows with respect to accuracy and efficiency in diagnostic interpretation, efficacy in collecting detailed phenotypic information, and user satisfaction. Results: Participants interpreted genetic diagnoses faster using prototype-based workflows. The 2 workflows did not differ in other evaluated aspects. Discussion: The user study findings indicate that prototype-based approaches, which are designed to model experts' cognitive processes, can expedite gene prioritization and provide utility in synergy with common phenotype-driven variant/gene prioritization approaches. However, further research of the extent of this effect across diverse genetic diseases is required. Conclusion: The findings demonstrate potential for prototype-based phenotype description to accelerate computer-assisted variant/gene prioritization through complementation of skills and knowledge of clinical experts via human-computer interaction.


Asunto(s)
Ergonomía , Enfermedades Raras/genética , Secuenciación Completa del Genoma , Competencia Clínica , Cognición , Toma de Decisiones Asistida por Computador , Femenino , Genoma Humano , Humanos , Masculino , Síndrome de Smith-Lemli-Opitz/genética , Esclerosis Tuberosa/genética , Interfaz Usuario-Computador , Secuenciación del Exoma , Flujo de Trabajo
15.
Front Neurol ; 9: 1016, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30559706

RESUMEN

Although inborn errors of metabolism do not represent the most common cause of seizures, their early identification is of utmost importance, since many will require therapeutic measures beyond that of common anti-epileptic drugs, either in order to control seizures, or to decrease the risk of neurodegeneration. We translate the currently-known literature on metabolic etiologies of epilepsy (268 inborn errors of metabolism belonging to 21 categories, with 74 treatable errors), into a 2-tiered diagnostic algorithm, with the first-tier comprising accessible, affordable, and less invasive screening tests in urine and blood, with the potential to identify the majority of treatable conditions, while the second-tier tests are ordered based on individual clinical signs and symptoms. This resource aims to support the pediatrician, neurologist, biochemical, and clinical geneticists in early identification of treatable inborn errors of metabolism in a child with seizures, allowing for timely initiation of targeted therapy with the potential to improve outcomes.

16.
Am J Hum Genet ; 103(5): 808-816, 2018 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-30388404

RESUMEN

Over the last decades, a growing spectrum of monogenic disorders of human magnesium homeostasis has been clinically characterized, and genetic studies in affected individuals have identified important molecular components of cellular and epithelial magnesium transport. Here, we describe three infants who are from non-consanguineous families and who presented with a disease phenotype consisting of generalized seizures in infancy, severe hypomagnesemia, and renal magnesium wasting. Seizures persisted despite magnesium supplementation and were associated with significant intellectual disability. Whole-exome sequencing and conventional Sanger sequencing identified heterozygous de novo mutations in the catalytic Na+, K+-ATPase α1 subunit (ATP1A1). Functional characterization of mutant Na+, K+-ATPase α1 subunits in heterologous expression systems revealed not only a loss of Na+, K+-ATPase function but also abnormal cation permeabilities, which led to membrane depolarization and possibly aggravated the effect of the loss of physiological pump activity. These findings underline the indispensable role of the α1 isoform of the Na+, K+-ATPase for renal-tubular magnesium handling and cellular ion homeostasis, as well as maintenance of physiologic neuronal activity.


Asunto(s)
Discapacidad Intelectual/genética , Mutación/genética , Defectos Congénitos del Transporte Tubular Renal/genética , Convulsiones/genética , ATPasa Intercambiadora de Sodio-Potasio/genética , Niño , Preescolar , Femenino , Células Germinativas , Heterocigoto , Homeostasis/genética , Humanos , Lactante , Recién Nacido , Riñón/patología , Magnesio/metabolismo , Masculino , Fenotipo , Isoformas de Proteínas/genética
17.
J Inherit Metab Dis ; 41(3): 555-562, 2018 05.
Artículo en Inglés | MEDLINE | ID: mdl-29340838

RESUMEN

Phenomics is the comprehensive study of phenotypes at every level of biology: from metabolites to organisms. With high throughput technologies increasing the scope of biological discoveries, the field of phenomics has been developing rapid and precise methods to collect, catalog, and analyze phenotypes. Such methods have allowed phenotypic data to be widely used in medical applications, from assisting clinical diagnoses to prioritizing genomic diagnoses. To channel the benefits of phenomics into the field of inborn errors of metabolism (IEM), we have recently launched IEMbase, an expert-curated knowledgebase of IEM and their disease-characterizing phenotypes. While our efforts with IEMbase have realized benefits, taking full advantage of phenomics requires a comprehensive curation of IEM phenotypes in core phenomics projects, which is dependent upon contributions from the IEM clinical and research community. Here, we assess the inclusion of IEM biochemical phenotypes in a core phenomics project, the Human Phenotype Ontology. We then demonstrate the utility of biochemical phenotypes using a text-based phenomics method to predict gene-disease relationships, showing that the prediction of IEM genes is significantly better using biochemical rather than clinical profiles. The findings herein provide a motivating goal for the IEM community to expand the computationally accessible descriptions of biochemical phenotypes associated with IEM in phenomics resources.


Asunto(s)
Biomarcadores , Biología Computacional/métodos , Bases de Datos Factuales , Errores Innatos del Metabolismo/diagnóstico , Fenotipo , Algoritmos , Biomarcadores/análisis , Biomarcadores/metabolismo , Sistemas de Apoyo a Decisiones Clínicas , Diagnóstico Diferencial , Humanos , Errores Innatos del Metabolismo/genética , Errores Innatos del Metabolismo/metabolismo , Errores Innatos del Metabolismo/patología , Reconocimiento de Normas Patrones Automatizadas/métodos
18.
Genet Med ; 20(1): 151-158, 2018 01.
Artículo en Inglés | MEDLINE | ID: mdl-28726811

RESUMEN

PurposeRecognizing individuals with inherited diseases can be difficult because signs and symptoms often overlap those of common medical conditions. Focusing on inborn errors of metabolism (IEMs), we present a method that brings the knowledge of highly specialized experts to professionals involved in early diagnoses. We introduce IEMbase, an online expert-curated IEM knowledge base combined with a prototype diagnosis support (mini-expert) system.MethodsDisease-characterizing profiles of specific biochemical markers and clinical symptoms were extracted from an expert-compiled IEM database. A mini-expert system algorithm was developed using cosine similarity and semantic similarity. The system was evaluated using 190 retrospective cases with established diagnoses, collected from 15 different metabolic centers.ResultsIEMbase provides 530 well-defined IEM profiles and matches a user-provided phenotypic profile to a list of candidate diagnoses/genes. The mini-expert system matched 62% of the retrospective cases to the exact diagnosis and 86% of the cases to a correct diagnosis within the top five candidates. The use of biochemical features in IEM annotations resulted in 41% more exact phenotype matches than clinical features alone.ConclusionIEMbase offers a central IEM knowledge repository for many genetic diagnostic centers and clinical communities seeking support in the diagnosis of IEMs.


Asunto(s)
Bases de Datos Genéticas , Testimonio de Experto , Bases del Conocimiento , Informática Médica/métodos , Errores Innatos del Metabolismo/diagnóstico , Errores Innatos del Metabolismo/genética , Programas Informáticos , Algoritmos , Mapeo Cromosómico , Toma de Decisiones Clínicas , Estudios de Asociación Genética , Predisposición Genética a la Enfermedad , Genotipo , Humanos , Fenotipo , Curva ROC , Reproducibilidad de los Resultados
20.
N Engl J Med ; 374(23): 2246-55, 2016 Jun 09.
Artículo en Inglés | MEDLINE | ID: mdl-27276562

RESUMEN

BACKGROUND: Whole-exome sequencing has transformed gene discovery and diagnosis in rare diseases. Translation into disease-modifying treatments is challenging, particularly for intellectual developmental disorder. However, the exception is inborn errors of metabolism, since many of these disorders are responsive to therapy that targets pathophysiological features at the molecular or cellular level. METHODS: To uncover the genetic basis of potentially treatable inborn errors of metabolism, we combined deep clinical phenotyping (the comprehensive characterization of the discrete components of a patient's clinical and biochemical phenotype) with whole-exome sequencing analysis through a semiautomated bioinformatics pipeline in consecutively enrolled patients with intellectual developmental disorder and unexplained metabolic phenotypes. RESULTS: We performed whole-exome sequencing on samples obtained from 47 probands. Of these patients, 6 were excluded, including 1 who withdrew from the study. The remaining 41 probands had been born to predominantly nonconsanguineous parents of European descent. In 37 probands, we identified variants in 2 genes newly implicated in disease, 9 candidate genes, 22 known genes with newly identified phenotypes, and 9 genes with expected phenotypes; in most of the genes, the variants were classified as either pathogenic or probably pathogenic. Complex phenotypes of patients in five families were explained by coexisting monogenic conditions. We obtained a diagnosis in 28 of 41 probands (68%) who were evaluated. A test of a targeted intervention was performed in 18 patients (44%). CONCLUSIONS: Deep phenotyping and whole-exome sequencing in 41 probands with intellectual developmental disorder and unexplained metabolic abnormalities led to a diagnosis in 68%, the identification of 11 candidate genes newly implicated in neurometabolic disease, and a change in treatment beyond genetic counseling in 44%. (Funded by BC Children's Hospital Foundation and others.).


Asunto(s)
Exoma , Pruebas Genéticas/métodos , Errores Innatos del Metabolismo/genética , Análisis de Secuencia de ADN/métodos , Adolescente , Adulto , Niño , Preescolar , Femenino , Genotipo , Humanos , Lactante , Discapacidad Intelectual/genética , Masculino , Errores Innatos del Metabolismo/diagnóstico , Fenotipo , Adulto Joven
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