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1.
Mol Genet Metab ; 142(2): 108493, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38772327

RESUMEN

OBJECTIVE: Cerebrotendinous xanthomatosis (CTX) is an inherited metabolic disorder characterized by progressive neurologic and extraneurologic findings. The aim of this retrospective, descriptive study was to explore the time of presentation and diagnosis, and to expand the phenotype and genotype of CTX, based on a nationwide and comprehensive series of patients in Turkey. METHODS: The demographic, clinical, biochemical and genotypic characteristics of the CTX patients were reviewed. Data on molecular analysis, age of onset and diagnosis, diagnostic delay, neurologic and extraneurologic symptomatology, results of plasma cholestanol levels, brain magnetic resonance imaging and electromyography at the time of diagnosis were reviewed. RESULTS: 100 confirmed CTX patients from 72 families were included. The mean age at diagnosis was 28.16 ± 14.28 years, and diagnostic delay was 18.39 ± 13.71 years. 36 patients were diagnosed in childhood. Frequency of intention tremor (p = 0.069), peripheral neuropathy (p = 0.234) and psychiatric manifestations (p = 0.396) did not differ between two groups, demonstrating the high rate in pediatric patients. Three adult patients showed a milder phenotype without neurologic involvement. Seven patients had normal plasma cholestanol levels despite neurological impairment. Sequencing of the CYP27A1 gene revealed 25 different variants, with a novel c.671_672del variant not previously described in literature. CONCLUSION: Based on the observations of this Turkish CTX cohort, it is emphasized that the true prevalence of CTX is probably underestimated and that it has a wide spectrum of clinical phenotypes even without neurological impairment. In children, abnormal cerebellar findings, peripheral neuropathy and psychiatric findings associated with intellectual disability have been suggested as warning signs to avoid diagnostic delay. In cases of clinical suspicion, molecular analysis is recommended despite normal plasma cholestanol levels, as severe neurologic involvement may occur in CTX patients without elevated cholestanol levels.


Asunto(s)
Colestanotriol 26-Monooxigenasa , Colestanol , Xantomatosis Cerebrotendinosa , Humanos , Xantomatosis Cerebrotendinosa/genética , Xantomatosis Cerebrotendinosa/sangre , Xantomatosis Cerebrotendinosa/diagnóstico , Masculino , Femenino , Adulto , Turquía/epidemiología , Adolescente , Niño , Colestanotriol 26-Monooxigenasa/genética , Adulto Joven , Persona de Mediana Edad , Colestanol/sangre , Estudios Retrospectivos , Preescolar , Imagen por Resonancia Magnética , Fenotipo , Encéfalo/patología , Encéfalo/diagnóstico por imagen , Encéfalo/metabolismo , Mutación , Genotipo , Edad de Inicio
2.
Insect Mol Biol ; 2024 Apr 27.
Artículo en Inglés | MEDLINE | ID: mdl-38676460

RESUMEN

Bumblebees are crucial pollinators, providing essential ecosystem services and global food production. The success of pollination services relies on the interaction between sensory organs and the environment. The antenna functions as a versatile multi-sensory organ, pivotal in mediating chemosensory/olfactory information, and governs adaptive responses to environmental changes. Despite an increasing number of RNA-sequencing studies on insect antenna, comprehensive antennal transcriptome studies at the different life stages were not elucidated systematically. Here, we quantified the expression profile and dynamics of coding/microRNA genes of larval head and antennal tissues from early- and late-stage pupa to the adult of Bombus terrestris as suitable model organism among pollinators. We further performed Pearson correlation analyses on the gene expression profiles of the antennal transcriptome from larval head tissue to adult stages, exploring both positive and negative expression trends. The positively correlated coding genes were primarily enriched in sensory perception of chemical stimuli, ion transport, transmembrane transport processes and olfactory receptor activity. Negatively correlated genes were mainly enriched in organic substance biosynthesis and regulatory mechanisms underlying larval body patterning and the formation of juvenile antennal structures. As post-transcriptional regulators, miR-1000-5p, miR-13b-3p, miR-263-5p and miR-252-5p showed positive correlations, whereas miR-315-5p, miR-92b-3p, miR-137-3p, miR-11-3p and miR-10-3p exhibited negative correlations in antennal tissue. Notably, based on the inverse expression relationship, positively and negatively correlated microRNA (miRNA)-mRNA target pairs revealed that differentially expressed miRNAs predictively targeted genes involved in antennal development, shaping antennal structures and regulating antenna-specific functions. Our data serve as a foundation for understanding stage-specific antennal transcriptomes and large-scale comparative analysis of transcriptomes in different insects.

3.
Int J Mol Sci ; 25(13)2024 Jun 23.
Artículo en Inglés | MEDLINE | ID: mdl-38999999

RESUMEN

This study investigates the clustering patterns of human ß-secretase 1 (BACE-1) inhibitors using complex network methodologies based on various distance functions, including Euclidean, Tanimoto, Hamming, and Levenshtein distances. Molecular descriptor vectors such as molecular mass, Merck Molecular Force Field (MMFF) energy, Crippen partition coefficient (ClogP), Crippen molar refractivity (MR), eccentricity, Kappa indices, Synthetic Accessibility Score, Topological Polar Surface Area (TPSA), and 2D/3D autocorrelation entropies are employed to capture the diverse properties of these inhibitors. The Euclidean distance network demonstrates the most reliable clustering results, with strong agreement metrics and minimal information loss, indicating its robustness in capturing essential structural and physicochemical properties. Tanimoto and Hamming distance networks yield valuable clustering outcomes, albeit with moderate performance, while the Levenshtein distance network shows significant discrepancies. The analysis of eigenvector centrality across different networks identifies key inhibitors acting as hubs, which are likely critical in biochemical pathways. Community detection results highlight distinct clustering patterns, with well-defined communities providing insights into the functional and structural groupings of BACE-1 inhibitors. The study also conducts non-parametric tests, revealing significant differences in molecular descriptors, validating the clustering methodology. Despite its limitations, including reliance on specific descriptors and computational complexity, this study offers a comprehensive framework for understanding molecular interactions and guiding therapeutic interventions. Future research could integrate additional descriptors, advanced machine learning techniques, and dynamic network analysis to enhance clustering accuracy and applicability.


Asunto(s)
Secretasas de la Proteína Precursora del Amiloide , Ácido Aspártico Endopeptidasas , Secretasas de la Proteína Precursora del Amiloide/antagonistas & inhibidores , Secretasas de la Proteína Precursora del Amiloide/metabolismo , Secretasas de la Proteína Precursora del Amiloide/química , Ácido Aspártico Endopeptidasas/antagonistas & inhibidores , Ácido Aspártico Endopeptidasas/química , Ácido Aspártico Endopeptidasas/metabolismo , Humanos , Análisis por Conglomerados , Inhibidores de Proteasas/química , Inhibidores de Proteasas/farmacología , Inhibidores de Proteasas/metabolismo , Modelos Moleculares , Relación Estructura-Actividad , Inhibidores Enzimáticos/química , Inhibidores Enzimáticos/farmacología
4.
Molecules ; 29(16)2024 Aug 17.
Artículo en Inglés | MEDLINE | ID: mdl-39202980

RESUMEN

This study conducts an in-depth analysis of clustering small molecules using spectral geometry and deep learning techniques. We applied a spectral geometric approach to convert molecular structures into triangulated meshes and used the Laplace-Beltrami operator to derive significant geometric features. By examining the eigenvectors of these operators, we captured the intrinsic geometric properties of the molecules, aiding their classification and clustering. The research utilized four deep learning methods: Deep Belief Network, Convolutional Autoencoder, Variational Autoencoder, and Adversarial Autoencoder, each paired with k-means clustering at different cluster sizes. Clustering quality was evaluated using the Calinski-Harabasz and Davies-Bouldin indices, Silhouette Score, and standard deviation. Nonparametric tests were used to assess the impact of topological descriptors on clustering outcomes. Our results show that the DBN + k-means combination is the most effective, particularly at lower cluster counts, demonstrating significant sensitivity to structural variations. This study highlights the potential of integrating spectral geometry with deep learning for precise and efficient molecular clustering.

5.
Ann Hum Genet ; 87(6): 285-294, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37563963

RESUMEN

Classic galactosemia (OMIM#230400) is an autosomal recessive inborn error of carbohydrate metabolism caused by a deficiency of the galactose-1-phosphate-uridyl-transferase enzyme encoded by the GALT gene. Even though a galactose-restricted diet efficiently resolves the acute complications, it is insufficient to prevent long-term complications regarding speech defects, intellectual functioning, premature ovarian failure, cataract, hepatomegaly, dysarthria, ataxia, and tremor. Seventy-seven patients who were genetically diagnosed with classic galactosemia were included in this cohort. Identified novel variants were classified based on their predicted effect on the GALT function. Further, potential genotype-phenotype correlations were investigated via statistical analysis. In total, 18 different sequence variants were identified, including four novels (c.200delG/p.(Arg67Profs* 19), c.533T>G/ p.(Met178Arg), c.708_709delGT/p.(Ser236Argfs* 30), c.467C>A/p.(Ser156* )). Jaundice was the most common short-term finding with 80% (61/77). Even with early diagnosis, intellectual disability is encountered with 36% (27/74) of the long-term complications. Patients with biallelic missense variants have a significantly higher prevalence of cataracts (OR: 17.9). Longitudinal observations showed attenuation of cataracts and hepatomegaly. This study has shown the GALT variation spectrum of the Turkish population with a 30-year retrospective cohort, submitting a significant contribution to the genotype/phenotype correlation in galactosemia. This study also highlights the cost-effective importance of Sanger sequencing in the diagnosis of single-gene metabolic diseases.

6.
Artículo en Inglés | MEDLINE | ID: mdl-37738571

RESUMEN

OBJECTIVES: Paraneoplastic arthritis (PA) is one of the paraneoplastic syndromes. Both laboratory and clinical findings similar to rheumatological diseases can be seen. In this study, we aimed to present the clinical and laboratory findings, malignancy type, and pathological diagnoses of patients with paraneoplastic arthritis. METHODS: In a multicentre retrospective study, 92 patients with PA from the last 10 years were included in the study. RESULTS: Patients with PA and hematological malignancies detected the highest ratio of lymphomas (25,6%). The most common cancer detected in patients with solid malignancy and PA was lung cancer (41.5%). All malignant patients with PA had significant Anti-CCP positivity compared with the healthy control group (P= 0.014). CONCLUSION: As a result, although PA is a rare condition, it can be confused with many rheumatological diseases. The most commonly involved joint is the knee joint, followed by the ankle and hand-wrist. Autoantibody negativity, high LDH level, and arthritis unresponsive to treatment constitute important clues for diagnosis.

7.
J Inherit Metab Dis ; 2023 Jul 15.
Artículo en Inglés | MEDLINE | ID: mdl-37452721

RESUMEN

Elevated serum prolactin concentrations occur in inherited disorders of biogenic amine metabolism because dopamine deficiency leads to insufficient inhibition of prolactin secretion. This work from the International Working Group on Neurotransmitter Related Disorders (iNTD) presents the results of the first standardized study on levodopa-refractory hyperprolactinemia (LRHP; >1000 mU/L) and pituitary magnetic resonance imaging (MRI) abnormalities in patients with inherited disorders of biogenic amine metabolism. Twenty-six individuals had LRHP or abnormal pituitary findings on MRI. Tetrahydrobiopterin deficiencies were the most common diagnoses (n = 22). The median age at diagnosis of LRHP was 16 years (range: 2.5-30, 1st-3rd quartiles: 12.25-17 years). Twelve individuals (nine females) had symptoms attributed to hyperprolactinemia: menstruation-related abnormalities (n = 7), pubertal delay or arrest (n = 5), galactorrhea (n = 3), and decreased sexual functions (n = 2). MRI of the pituitary gland was obtained in 21 individuals; six had heterogeneity/hyperplasia of the gland, five had adenoma, and 10 had normal findings. Eleven individuals were treated with the dopamine agonist cabergoline, ameliorating the hyperprolactinemia-related symptoms in all those assessed. Routine monitoring of these symptoms together with prolactin concentrations, especially after the first decade of life, should be taken into consideration during follow-up evaluations. The potential of slow-release levodopa formulations and low-dose dopamine agonists as part of first-line therapy in the prevention and treatment of hyperprolactinemia should be investigated further in animal studies and human trials. This work adds hyperprolactinemia-related findings to the current knowledge of the phenotypic spectrum of inherited disorders of biogenic amine metabolism.

8.
Clin Exp Rheumatol ; 2023 Nov 15.
Artículo en Inglés | MEDLINE | ID: mdl-37976117

RESUMEN

OBJECTIVES: Glucocorticoids (GC) are widely accepted as the standard first-line treatment for giant cell arteritis (GCA). However, relapse rates are reported up to 80% on GC-only protocol arms in controlled trials of tocilizumab and abatacept in 12-24 months. Herein, we aimed to assess the real-life relapse rates retrospectively in patients with GCA from Turkey. METHODS: We assembled a retrospective cohort of patients with GCA diagnosed according to ACR 1990 criteria from tertiary rheumatology centres in Turkey. All clinical data were abstracted from medical records. Relapse was defined as any new manifestation or increased acutephase response leading to the change of the GC dose or use of a new therapeutic agent by the treating physician. RESULTS: The study included 330 (F/M: 196/134) patients with GCA. The mean age at disease onset was 68.9±9 years. The most frequent symptom was headache. Polymyalgia rheumatica was also present in 81 (24.5%) patients. Elevation of acute phase reactants (ESR>50 mm/h or CRP>5 mg/l) was absent in 25 (7.6%) patients at diagnosis. Temporal artery biopsy was available in 241 (73%) patients, and 180 of them had positive histopathological findings for GCA. For remission induction, GC pulses (250-1000 methylprednisolone mg/3-7 days) were given to 69 (20.9%) patients, with further 0.5-1 mg/kg/day prednisolone continued in the whole group. Immunosuppressives as GC-sparing agents were used in 252 (76.4%) patients. During a follow-up of a median 26.5 (6-190) months, relapses occurred in 49 (18.8%) patients. No confounding factor was observed in relapse rates. GC treatment could be stopped in only 62 (23.8%) patients. Additionally, GC-related side effects developed in 64 (24.6%) patients, and 141 (66.2%) had at least one Vasculitis Damage Index (VDI) damage item present during follow-up. CONCLUSIONS: In this first multi-centre series of GCA from Turkey, we observed that only one-fifth of patients had relapses during a mean follow-up of 26 months, with 76.4% given a GC-sparing IS agent at diagnosis. At the end of follow-up, GC-related side effects developed in one-fourth of patients. Our results suggest that patients with GCA had a low relapse rate in real-life experience of a multi-centre retrospective Turkish registry, however with a significant presence of GC-associated side effects during follow-up.

9.
Neurol Sci ; 44(7): 2527-2540, 2023 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-36849695

RESUMEN

Neurodevelopmental disorders (NDDs) have broad heterogeneity both clinically and genetically. Inborn errors of metabolism can be one of the reasons of neurodevelopmental disruption causing specific NDDs. Although there is tremendous advance in molecular identification via next-generation sequencing (NGS), there are still many unsolved patients with NDD. Reanalysis of NGS data with different pipelines can at least partially accomplish this challenge. Herein, we report clinic and genetic components of an adult sib-pair with an undiagnosed NDD condition, which has been solved through reanalysis of whole-exome sequencing (WES). Parallel analysis of SNP-based genotyping and WES was performed to focus on variants only in loci with positive logarithm of the odds scores. WES data was analyzed through three different pipelines with two distinct bed files. Reanalysis of WES data led us to detect a homozygous FOLR1 variant (ENST00000393676.5:c.610C > T, p.(Arg204Ter), rs952165627) in the affected sib-pair. Surprisingly, the variant could not be detected in the first analysis as the variant region is not included in the first bed file which may frequently be used. Biochemical tests of CSF have confirmed the genetic analysis, CSF folic acid levels were detected low in sib-pair, and intravenous folinic acid treatment improved the disease course for the first 6 months of follow-up even at late diagnosis age. Although combined analysis of SNP-based genotyping and WES is a powerful tool to reveal the genetic components of heterogeneous diseases, reanalysis of genome data still should be considered in unsolved patients. Also, biochemical screening helps us to decipher undiagnosed NDD that may be a treatable neurometabolic condition.


Asunto(s)
Trastornos del Neurodesarrollo , Hermanos , Adulto , Humanos , Secuenciación del Exoma , Exoma/genética , Trastornos del Neurodesarrollo/diagnóstico , Trastornos del Neurodesarrollo/genética , Homocigoto , Receptor 1 de Folato/genética
10.
Sensors (Basel) ; 23(5)2023 Feb 21.
Artículo en Inglés | MEDLINE | ID: mdl-36904604

RESUMEN

In the structural analysis of discrete geometric data, graph kernels have a great track record of performance. Using graph kernel functions provides two significant advantages. First, a graph kernel is capable of preserving the graph's topological structures by describing graph properties in a high-dimensional space. Second, graph kernels allow the application of machine learning methods to vector data that are rapidly evolving into graphs. In this paper, the unique kernel function for similarity determination procedures of point cloud data structures, which are crucial for several applications, is formulated. This function is determined by the proximity of the geodesic route distributions in graphs reflecting the discrete geometry underlying the point cloud. This research demonstrates the efficiency of this unique kernel for similarity measures and the categorization of point clouds.

11.
J Inherit Metab Dis ; 45(6): 1106-1117, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-36093991

RESUMEN

Patients with galactosemia who carry the S135L (c.404C > T) variant of galactose-1-P uridylyltransferase (GALT), documented to encode low-level residual GALT activity, have been under-represented in most prior studies of outcomes in Type 1 galactosemia. What is known about the acute and long-term outcomes of these patients, therefore, is based on very limited data. Here, we present a study comparing acute and long-term outcomes of 12 patients homozygous for S135L, 25 patients compound heterozygous for S135L, and 105 patients homozygous for two GALT-null (G) alleles. This is the largest cohort of S135L patients characterized to date. Acute disease following milk exposure in the newborn period was common among patients in all 3 comparison groups in our study, as were long-term complications in the domains of speech, cognition, and motor outcomes. In contrast, while at least 80% of both GALT-null and S135L compound heterozygous girls and women showed evidence of an adverse ovarian outcome, prevalence was only 25% among S135L homozygotes. Further, all young women in this study with even one copy of S135L achieved spontaneous menarche; this is true for only about 33% of women with classic galactosemia. Overall, we observed that while most long-term outcomes trended milder among groups of patients with even one copy of S135L, many individual patients, either homozygous or compound heterozygous for S135L, nonetheless experienced long-term outcomes that were not mild. This was true despite detection by newborn screening and both early and life-long dietary restriction of galactose. This information should empower more evidence-based counseling for galactosemia patients with S135L.


Asunto(s)
Galactosemias , Femenino , Humanos , Recién Nacido , Alelos , Galactosa , Galactosemias/genética , Galactosemias/diagnóstico , Homocigoto , UTP-Hexosa-1-Fosfato Uridililtransferasa/genética
12.
Pediatr Int ; 64(1): e15317, 2022 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36331231

RESUMEN

BACKGROUND: Mitochondrial fatty acid oxidation disorders (FAODs) cause impairment in energy metabolism and can lead to a spectrum of cardiac pathologies including cardiomyopathy and arrhythmias. The frequency of underlying cardiac pathologies and the response to recommended treatment in FAODs was investigated. METHODS: Sixty-eight children (35 males, 33 females) with the diagnosis of a FAOD were included in the study. Cardiac function was evaluated with 12-lead standard electrocardiography, echocardiography, and 24 h Holter monitoring. RESULTS: Forty-five patients (66%) were diagnosed after disease symptoms developed and 23 patients (34%) were diagnosed in the pre-symptomatic period. Among symptomatic patients (n: 45), cardiovascular findings were detected in 18 (40%) patients, including cardiomyopathy in 14 (31.1%) and conduction abnormalities in 4 (8.8%) patients. Cardiac symptoms were more frequently detected in primary systemic carnitine deficiency (57.1%). Patients with multiple acyl-CoA dehydrogenase, long-chain 3-hydroxyacyl-CoA dehydrogenase, and mitochondrial trifunctional protein deficiencies also had an increased frequency of cardiac symptoms. Patients with medium-chain acyl-CoA dehydrogenase, very long-chain acyl-CoA dehydrogenase, and carnitine palmitoyltransferase I deficiencies had a lower prevalence of cardiac symptoms both during admission and during clinical follow up. Cardiomyopathy resolved completely in 8/14 (57%) patients and partially in 2/14 (14.3%) patients with treatment. Two patients with cardiomyopathy died in the newborn period; cardiomyopathy persisted in 1 (7.1%) patient with very long-chain acyl-CoA dehydrogenase deficiency. CONCLUSION: Early diagnosis, treatment and follow up made a significant contribution to the improvement of cardiac symptoms of patients with FAODs.


Asunto(s)
Cardiomiopatías , Errores Innatos del Metabolismo Lipídico , Enfermedades Mitocondriales , Niño , Recién Nacido , Masculino , Femenino , Humanos , Errores Innatos del Metabolismo Lipídico/diagnóstico , Acil-CoA Deshidrogenasa de Cadena Larga/metabolismo , Acil-CoA Deshidrogenasa , Enfermedades Mitocondriales/diagnóstico , Cardiomiopatías/diagnóstico , Ácidos Grasos , Carnitina , Oxidación-Reducción
13.
Cutan Ocul Toxicol ; 40(1): 21-25, 2021 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-33353410

RESUMEN

PURPOSE: The aim of this study was to examine the effects of long-term use of hydroxychloroquine (HQ) on the pachymetric, aberrometric, and densitometric values of the cornea and corneal endothelium in lupus patients. METHOD: Twenty-two eyes (study group) of 22 patients using HQ for treatment of lupus and 25 eyes (control group) of 25 healthy individuals were included in this prospective study. A specular microscopy was used to measure corneal endothelial cell density (ECD), percentage of hexagonal cells (HEX%), coefficient of variation of the cell size (CV). Then, a Pentacam® HR corneal tomography system was used to measure central corneal thickness (CCT), corneal aberrometry values in 6-mm pupil diameters and corneal densitometry values in 6-mm corneal zones (0-2 mm and 2-6 mm). RESULTS: While ECD was significantly lower in the study group than in the control group (p = 0.034), CCT was significantly higher in the study group (p = 0.032). The higher-order aberrations values and the anterior corneal densitometry values in the 0-2 mm and 2-6 mm corneal zones in the study group were found to be significantly higher than the control group (p = 0.021, p = 0.007 and p = 0.013). CONCLUSION: Prolonged use of HQ may cause some changes in the cornea. In the follow-up of these cases, detailed examination of the cornea as well as the macula may be important for the protection of corneal health.


Asunto(s)
Córnea/efectos de los fármacos , Enfermedades de la Córnea/prevención & control , Endotelio Corneal/efectos de los fármacos , Hidroxicloroquina/efectos adversos , Lupus Eritematoso Sistémico/tratamiento farmacológico , Aberrometría , Adolescente , Adulto , Córnea/diagnóstico por imagen , Enfermedades de la Córnea/inducido químicamente , Paquimetría Corneal , Estudios Transversales , Densitometría , Endotelio Corneal/diagnóstico por imagen , Femenino , Voluntarios Sanos , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Tomografía de Coherencia Óptica , Adulto Joven
14.
J Xray Sci Technol ; 29(1): 19-36, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33459685

RESUMEN

BACKGROUND: Chest X-ray imaging has been proved as a powerful diagnostic method to detect and diagnose COVID-19 cases due to its easy accessibility, lower cost and rapid imaging time. OBJECTIVE: This study aims to improve efficacy of screening COVID-19 infected patients using chest X-ray images with the help of a developed deep convolutional neural network model (CNN) entitled nCoV-NET. METHODS: To train and to evaluate the performance of the developed model, three datasets were collected from resources of "ChestX-ray14", "COVID-19 image data collection", and "Chest X-ray collection from Indiana University," respectively. Overall, 299 COVID-19 pneumonia cases and 1,522 non-COVID 19 cases are involved in this study. To overcome the probable bias due to the unbalanced cases in two classes of the datasets, ResNet, DenseNet, and VGG architectures were re-trained in the fine-tuning stage of the process to distinguish COVID-19 classes using a transfer learning method. Lastly, the optimized final nCoV-NET model was applied to the testing dataset to verify the performance of the proposed model. RESULTS: Although the performance parameters of all re-trained architectures were determined close to each other, the final nCOV-NET model optimized by using DenseNet-161 architecture in the transfer learning stage exhibits the highest performance for classification of COVID-19 cases with the accuracy of 97.1 %. The Activation Mapping method was used to create activation maps that highlights the crucial areas of the radiograph to improve causality and intelligibility. CONCLUSION: This study demonstrated that the proposed CNN model called nCoV-NET can be utilized for reliably detecting COVID-19 cases using chest X-ray images to accelerate the triaging and save critical time for disease control as well as assisting the radiologist to validate their initial diagnosis.


Asunto(s)
COVID-19/diagnóstico por imagen , Aprendizaje Profundo , Tomografía Computarizada por Rayos X/métodos , Algoritmos , Diagnóstico Precoz , Humanos , Redes Neurales de la Computación , Neumonía/diagnóstico por imagen , Radiografía Torácica , Reproducibilidad de los Resultados , SARS-CoV-2
15.
Mol Genet Metab ; 122(1-2): 67-75, 2017 09.
Artículo en Inglés | MEDLINE | ID: mdl-28689740

RESUMEN

2-methylacetoacetyl-coenzyme A thiolase (MAT) deficiency, also known as beta-ketothiolase deficiency, is an inborn error of ketone body utilization and isoleucine catabolism. It is caused by mutations in the ACAT1 gene and may present with metabolic ketoacidosis. In order to obtain a more comprehensive view on this disease, we have collected clinical and biochemical data as well as information on ACAT1 mutations of 32 patients from 12 metabolic centers in five countries. Patients were between 23months and 27years old, more than half of them were offspring of a consanguineous union. 63% of the study participants presented with a metabolic decompensation while most others were identified via newborn screening or family studies. In symptomatic patients, age at manifestation ranged between 5months and 6.8years. Only 7% developed a major mental disability while the vast majority was cognitively normal. More than one third of the identified mutations in ACAT1 are intronic mutations which are expected to disturb splicing. We identified several novel mutations but, in agreement with previous reports, no clear genotype-phenotype correlation could be found. Our study underlines that the prognosis in MAT deficiency is good and MAT deficient individuals may remain asymptomatic, if diagnosed early and preventive measures are applied.


Asunto(s)
Acetil-CoA C-Aciltransferasa/deficiencia , Errores Innatos del Metabolismo de los Aminoácidos/complicaciones , Errores Innatos del Metabolismo de los Aminoácidos/genética , Ácidos Grasos/metabolismo , Isoleucina/metabolismo , Cuerpos Cetónicos/metabolismo , Acetil-CoA C-Acetiltransferasa/genética , Acetil-CoA C-Aciltransferasa/genética , Adolescente , Adulto , Errores Innatos del Metabolismo de los Aminoácidos/diagnóstico , Errores Innatos del Metabolismo de los Aminoácidos/fisiopatología , Niño , Preescolar , Consanguinidad , Femenino , Estudios de Asociación Genética , Humanos , Lactante , Recién Nacido , Masculino , Mutación , Tamizaje Neonatal , Pronóstico , Estudios Retrospectivos , Adulto Joven
16.
Mol Genet Metab ; 121(3): 206-215, 2017 07.
Artículo en Inglés | MEDLINE | ID: mdl-28583327

RESUMEN

3-Hydroxy-3-methylglutaryl-coenzyme A lyase deficiency (HMGCLD) is a rare inborn error of ketone body synthesis and leucine degradation, caused by mutations in the HMGCL gene. In order to obtain a comprehensive view on this disease, we have collected clinical and biochemical data as well as information on HMGCL mutations of 37 patients (35 families) from metabolic centers in Belgium, Germany, The Netherlands, Switzerland, and Turkey. All patients were symptomatic at some stage with 94% presenting with an acute metabolic decompensation. In 50% of the patients, the disorder manifested neonatally, mostly within the first days of life. Only 8% of patients presented after one year of age. Six patients died prior to data collection. Long-term neurological complications were common. Half of the patients had a normal cognitive development while the remainder showed psychomotor deficits. We identified seven novel HMGCL mutations. In agreement with previous reports, no clear genotype-phenotype correlation could be found. This is the largest cohort of HMGCLD patients reported so far, demonstrating that HMGCLD is a potentially life-threatening disease with variable clinical outcome. Our findings suggest that the clinical course of HMGCLD cannot be predicted accurately from HMGCL genotype. The overall outcome in HMGCLD appears limited, thus rendering early diagnosis and strict avoidance of metabolic crises important.


Asunto(s)
Acetil-CoA C-Acetiltransferasa/deficiencia , Errores Innatos del Metabolismo de los Aminoácidos , Adolescente , Adulto , Errores Innatos del Metabolismo de los Aminoácidos/complicaciones , Errores Innatos del Metabolismo de los Aminoácidos/diagnóstico , Errores Innatos del Metabolismo de los Aminoácidos/dietoterapia , Errores Innatos del Metabolismo de los Aminoácidos/fisiopatología , Bélgica , Niño , Preescolar , Ácidos Grasos/metabolismo , Femenino , Estudios de Asociación Genética , Alemania , Humanos , Lactante , Cuerpos Cetónicos/metabolismo , Leucina/metabolismo , Masculino , Mutación , Países Bajos , Oxo-Ácido-Liasas/genética , Evaluación del Resultado de la Atención al Paciente , Suiza , Turquía , Adulto Joven
17.
Rheumatol Int ; 37(9): 1519-1525, 2017 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-28386737

RESUMEN

Dermatomyositis (DM) is a rare disease that may affect the skeletal muscles and the skin. Literature data on its incidence and prevalence are limited. There are no data on its incidence or prevalence in Turkey. Patients diagnosed with DM at the Trakya University Medical Faculty, Department of Rheumatology from November 2004 to November 2014 were reviewed retrospectively. Patients' clinical and demographic features, laboratory data, treatment modalities, follow-up durations, disease courses, outcomes, and complications were evaluated. Our study included 23 patients with DM; 14 were females and 9 were males (female/male: 1.55). Over the course of the study, the annual incidence of DM was 3.7 per million (95% CI 0-18.8) person years, and the overall prevalence was 32.2 per million (95% CI 18.1-46.3). Incidence in women was higher (4.6/1,000,000 person years) compared to men (2.9/1,000,000 person years). The frequencies of most common findings were as follows: heliotrope rash (82.6%), Gottron papules (87%), proximal myopathy (78.3%), and facial erythema (60.9%). In our hospital-based study, the frequency of DM was lower than those reported in North America; however, they were similar to European countries.


Asunto(s)
Dermatomiositis/epidemiología , Adolescente , Adulto , Distribución por Edad , Anciano , Dermatomiositis/diagnóstico , Dermatomiositis/mortalidad , Dermatomiositis/terapia , Femenino , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Prevalencia , Sistema de Registros , Estudios Retrospectivos , Distribución por Sexo , Resultado del Tratamiento , Turquía/epidemiología , Adulto Joven
18.
J Pak Med Assoc ; 66(8): 968-70, 2016 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-27524529

RESUMEN

OBJECTIVE: To compare the efficacy of classical treatment and povidone-iodine treatment for adenoviral conjunctivitis. METHODS: This retrospective study was conducted at the Centre of Marmara Eye Health, Sakarya, Turkey, between January 2011 and February 2014, and comprised adult patients suffering from adenoviral conjunctivitis. The participants were randomly divided into two groups. Group I was given povidone-iodine solution while Group II was given the classical treatment and was taken as control. Povidone-iodine treatment was administered as three drops three times per day. The classical treatment comprised three drops of trifluorothymidine three times per day. Treatment were continued for two weeks. The patients who had not recovered in this time frame were defined as 'late recovering' patients. SPSS 23 was used for data analysis. RESULTS: Of the 112 participants, there were 56(50%) in each group. In Group I, 54(96.4%) patients recovered in two weeks, while 2(3.6%) took more time. In Group II, 33(58.9%) patients recovered in two weeks while 23(41.1%) took more time (p<0.001). Overall, 92(82.1%) patients had familial transmission-contamination. CONCLUSIONS: A new treatment protocol of povidone-iodine was used safely in patients with adenoviral conjunctivitis. Familial transmission was found very important to adenoviral conjunctivitis infection.


Asunto(s)
Infecciones por Adenovirus Humanos/tratamiento farmacológico , Antiinfecciosos Locales/uso terapéutico , Conjuntivitis Viral/tratamiento farmacológico , Povidona Yodada/uso terapéutico , Adulto , Antivirales/uso terapéutico , Humanos , Estudios Retrospectivos , Factores de Tiempo , Trifluridina/uso terapéutico
19.
Am J Med Genet A ; 164A(6): 1443-53, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24677745

RESUMEN

Mucopolysaccharidosis (MPS) type VI or Maroteaux-Lamy syndrome is a very rare autosomal recessive lysosomal storage disease, caused by a deficiency of the enzyme N-acetylgalactosamine-4-sulfatase (Arylsulfatase B, ARSB). Clinical examination, biochemical studies, and molecular genetic analyses have been performed in 17 patients affected with MPS VI from 15 unrelated families from Thailand, India, and Turkey. Large ear lobule appears to be a newly recognized finding of this syndrome. Mutation analysis of the ARSB gene revealed seven missense and three frameshift mutations of which eight were novel. Novel missense mutations were p.Asp53Asn, p.Val376Glu, p.Glu390Lys, p.Pro445Leu, and p.Trp450Cys, while an Indian patient was homozygous for two novel missense mutations (p.Pro445Leu and p.Trp450Cys). Three novel frameshift mutations were p.Pro70fsX123, p.Ser403fs, and p.Thr526fs. Two previously reported mutations, p.Arg160Gln and p.Leu321Pro, were also observed in our cohort. The amino acid Arg160 appears to be the mutational hot spot for the ARSB gene. Five patients homozygous for p.Leu321Pro mutation had early onset of the disease, and haplotype analysis showed that the mutation is a founder mutation in Turkish population.


Asunto(s)
Anomalías Múltiples/genética , Mucopolisacaridosis VI/epidemiología , Mucopolisacaridosis VI/genética , N-Acetilgalactosamina-4-Sulfatasa/genética , Adolescente , Adulto , Secuencia de Bases , Niño , Mapeo Cromosómico , Análisis Mutacional de ADN , Femenino , Mutación del Sistema de Lectura , Haplotipos/genética , Humanos , India/epidemiología , Irak/epidemiología , Masculino , Repeticiones de Microsatélite/genética , Mucopolisacaridosis VI/patología , Mutación Missense , Pliegue de Proteína , Deficiencias en la Proteostasis/genética , Turquía/epidemiología , Adulto Joven
20.
J Inherit Metab Dis ; 37(2): 263-8, 2014 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-23974652

RESUMEN

OBJECTIVE: To assess oral manifestations of 17 patients with mucopolysaccharidosis type VI (MPS VI) or Maroteaux-Lamy syndrome. METHODS: We performed comprehensive oral examinations in 17 patients with MPS VI. Panoramic radiographs was performed only in 14 patients. All patients were of Thai, Turkish, and Indian origins. Ten of 17 patients had enzyme replacement therapy (ERT) (Naglazyme). Most Turkish patients (10/11) were on ERT. The Thai and Indian patients have never had ERT. RESULTS: Oral and radiographic examinations showed that hypoplastic mandibular condyles (93.3 %), malposition of unerupted teeth (92.9 %), large dental follicles (92.3 %), anterior open bite (86.7 %), maxillary constriction (56.3 %), and taurodontism (53.8 %) were common among patients with MPS VI. Newly recognized oral findings found in our study included taurodontism, long tooth roots, abnormal frenum, missing teeth, supernumerary teeth, and microdontia. Two patients who started ERT prior to 3 years old did not develope anterior open bite and one of them had mildly affected mandibular condyles. CONCLUSION: Our study provides the most comprehensive study of oral manifestations in patients with MPS VI. Receiving ERT at very young ages may lessen craniofacial malformations including hypoplasic mandibular condyles and anterior open bite. Oral manifestations can be used as diagnostic features for MPS VI prior to assessing leukocyte ARSB activity or urinary excretion of dermatan sulfate.


Asunto(s)
Enfermedades de la Boca/diagnóstico , Enfermedades de la Boca/patología , Mucopolisacaridosis VI/diagnóstico , Mucopolisacaridosis VI/patología , Adolescente , Niño , Preescolar , Terapia de Reemplazo Enzimático/métodos , Femenino , Humanos , Lactante , Masculino , Mucopolisacaridosis VI/tratamiento farmacológico , Adulto Joven
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