Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 21
Filtrar
Más filtros










Base de datos
Intervalo de año de publicación
1.
Biomolecules ; 14(1)2024 Jan 16.
Artículo en Inglés | MEDLINE | ID: mdl-38254717

RESUMEN

With the rise in antimicrobial resistance, there is an urgent need for new classes of antibiotic with which to treat infectious disease. Marinomycin, a polyene antibiotic from a marine microbe, has been shown capable of killing methicillin-resistant Staphylococcus aureus (MRSA) and vancomycin-resistant Enterococcus faecium (VREF), as well as having promising activity against melanoma. An attractive solution to the photoprotection of this antibiotic has been demonstrated. Here, we report the identification and analysis of the marinomycin biosynthetic gene cluster (BGC), and the biosynthetic assembly of the macrolide. The marinomycin BGC presents a challenge in heterologous expression due to its large size and high GC content, rendering the cluster prone to rearrangement. We demonstrate the transformation of Streptomyces lividans using a construct containing the cluster, and the heterologous expression of the encoded biosynthetic machinery and production of marinomycin B.


Asunto(s)
Antineoplásicos , Melanoma , Staphylococcus aureus Resistente a Meticilina , Humanos , Staphylococcus aureus Resistente a Meticilina/genética , Antibacterianos/farmacología , Familia de Multigenes
2.
Front Bioeng Biotechnol ; 11: 1275651, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37920246

RESUMEN

Flavones and flavonols are important classes of flavonoids with nutraceutical and pharmacological value, and their production by fermentation with recombinant microorganisms promises to be a scalable and economically favorable alternative to extraction from plant sources. Flavones and flavonols have been produced recombinantly in a number of microorganisms, with Saccharomyces cerevisiae typically being a preferred production host for these compounds due to higher yields and titers of precursor compounds, as well as generally improved ability to functionally express cytochrome P450 enzymes without requiring modification to improve their solubility. Recently, a rapid prototyping platform has been developed for high-value compounds in E. coli, and a number of gatekeeper (2S)-flavanones, from which flavones and flavonols can be derived, have been produced to high titers in E. coli using this platform. In this study, we extended these metabolic pathways using the previously reported platform to produce apigenin, chrysin, luteolin and kaempferol from the gatekeeper flavonoids naringenin, pinocembrin and eriodictyol by the expression of either type-I flavone synthases (FNS-I) or type-II flavone synthases (FNS-II) for flavone biosynthesis, and by the expression of flavanone 3-dioxygenases (F3H) and flavonol synthases (FLS) for the production of the flavonol kaempferol. In our best-performing strains, titers of apigenin and kaempferol reached 128 mg L-1 and 151 mg L-1 in 96-DeepWell plates in cultures supplemented with an additional 3 mM tyrosine, though titers for chrysin (6.8 mg L-1) from phenylalanine, and luteolin (5.0 mg L-1) from caffeic acid were considerably lower. In strains with upregulated tyrosine production, apigenin and kaempferol titers reached 80.2 mg L-1 and 42.4 mg L-1 respectively, without the further supplementation of tyrosine beyond the amount present in the rich medium. Notably, the highest apigenin, chrysin and luteolin titers were achieved with FNS-II enzymes, suggesting that cytochrome P450s can show competitive performance compared with non-cytochrome P450 enzymes in prokaryotes for the production of flavones.

3.
Eur J Mech B Fluids ; 97: 93-110, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36268504

RESUMEN

The Covid-19 global pandemic has reshaped the requirements of healthcare sectors worldwide. Following the exposure risks associated with Covid-19, this paper aims to design, optimise, and validate a wearable medical device that reduces the risk of transmission of contagious droplets from infected patients in a hospital setting. This study specifically focuses on those receiving high-flow nasal oxygen therapy. The design process consisted of optimising the geometry of the visor to ensure that the maximum possible percentage of harmful droplets exhaled by the patient can be successfully captured by a vacuum tube attached to the visor. This has been completed by deriving a number of concept designs and assessing their effectiveness, based on numerical analysis, computational fluid dynamics (CFD) simulations and experimental testing. The CFD results are validated using various experimental methods such as Schlieren imaging, particle measurement testing and laser sheet visualisation. Droplet capturing efficiency of the visor was measured through CFD and validated through experimental particle measurement testing. The results presented a 5% deviation between CFD and experimental results. Also, the modifications based on the validated CFD results improved the visor effectiveness by 47% and 38% for breathing and coughing events, respectively.

4.
PLoS One ; 17(5): e0268072, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35511780

RESUMEN

Pseudomonas strain NCIMB10586, in the P. fluorescens subgroup, produces the polyketide antibiotic mupirocin, and has potential as a host for industrial production of a range of valuable products. To underpin further studies on its genetics and physiology, we have used a combination of standard and atypical approaches to achieve a quality of the genome sequence and annotation, above current standards for automated pathways. Assembly of Illumina reads to a PacBio genome sequence created a retrospectively hybrid assembly, identifying and fixing 415 sequencing errors which would otherwise affect almost 5% of annotated coding regions. Our annotation pipeline combined automation based on related well-annotated genomes and stringent, partially manual, tests for functional features. The strain was close to P. synxantha and P. libaniensis and was found to be highly similar to a strain being developed as a weed-pest control agent in Canada. Since mupirocin is a secondary metabolite whose production is switched on late in exponential phase, we carried out RNAseq analysis over an 18 h growth period and have developed a method to normalise RNAseq samples as a group, rather than pair-wise. To review such data we have developed an easily interpreted way to present the expression profiles across a region, or the whole genome at a glance. At the 2-hour granularity of our time-course, the mupirocin cluster increases in expression as an essentially uniform bloc, although the mupirocin resistance gene stands out as being expressed at all the time points.


Asunto(s)
Mupirocina , Pseudomonas fluorescens , Antibacterianos/metabolismo , Anotación de Secuencia Molecular , Pseudomonas fluorescens/genética , Estudios Retrospectivos , Análisis de Secuencia de ADN/métodos
5.
Nat Prod Rep ; 39(2): 311-324, 2022 02 23.
Artículo en Inglés | MEDLINE | ID: mdl-34850800

RESUMEN

Covering: Focus on 2015 to 2020Plant and soil microbiomes consist of diverse communities of organisms from across kingdoms and can profoundly affect plant growth and health. Natural product-based intercellular signals govern important interactions between microbiome members that ultimately regulate their beneficial or harmful impacts on the plant. Exploiting these evolved signalling circuits to engineer microbiomes towards beneficial interactions with crops is an attractive goal. There are few reports thus far of engineering the intercellular signalling of microbiomes, but this article argues that it represents a tremendous opportunity for advancing the field of microbiome engineering. This could be achieved through the selection of synergistic consortia in combination with genetic engineering of signal pathways to realise an optimised microbiome.


Asunto(s)
Microbiota , Suelo , Bacterias/genética , Productos Agrícolas , Raíces de Plantas , Microbiología del Suelo
7.
Org Lett ; 22(23): 9346-9350, 2020 12 04.
Artículo en Inglés | MEDLINE | ID: mdl-33216552

RESUMEN

Four unusual cyclopeptides, zelkovamycins B-E (1-4), were isolated from an endophytic Kitasatospora sp. Zelkovamycin B was featured by an unprecedented 3-methyl-5-hydroxypyrrolidine-2,4-dione ring system linked to the cyclopeptide skeleton. Their structures and full configurations were established by spectroscopic analysis, Marfey's method, and NMR calculations. A plausible biosynthetic pathway for zelkovamycins was proposed based on gene cluster analysis. Zelkovamycin E displayed potent inhibitory activity against H1N1 influenza A virus.


Asunto(s)
Aminoácidos/química , Péptidos Catiónicos Antimicrobianos/química , Endófitos/química , Subtipo H1N1 del Virus de la Influenza A/efectos de los fármacos , Streptomyces/química , Subtipo H1N1 del Virus de la Influenza A/química , Estructura Molecular , Péptidos Cíclicos/química
8.
Epilepsia ; 61(8): 1606-1616, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32652564

RESUMEN

OBJECTIVE: Photoplethysmography (PPG) is an optical technique measuring variations of blood perfusion in peripheral tissues. We evaluated alterations in PPG signals in relationship to the occurrence of generalized tonic-clonic seizures (GTCSs) in patients with epilepsy to evaluate the feasibility of seizure detection. METHODS: During electroencephalographic (EEG) long-term monitoring, patients wore portable wristband sensor(s) on their wrists or ankles recording PPG signals. We analyzed PPG signals during three time periods, which were defined with respect to seizures detected on EEG: (1) baseline (>30 minutes prior to seizure), (2) preseizure period, and (3) postseizure period. Furthermore, we selected five random control segments during seizure-free periods. PPG features, including frequency, amplitude, duration, slope, smoothness, and area under the curve, were automatically calculated. We used a linear mixed-effect model to evaluate changes in PPG features between different time periods in an attempt to identify signal changes that detect seizures. RESULTS: We prospectively enrolled 174 patients from the epilepsy monitoring unit at Boston Children's Hospital. Twenty-five GTCSs were recorded from 13 patients. Data from the first recorded GTCS of each patient were included in the analysis. We observed an increase in PPG frequency during pre- and postseizure periods that was higher than the changes during seizure-free periods (frequency increase: preseizure = 0.22 Hz, postseizure = 0.58 Hz vs changes during seizure-free period = 0.05 Hz). The PPG slope decreased significantly by 56.71 nW/s during preseizure periods compared to seizure-free periods. Additionally, the smoothness increased significantly by 0.22 nW/s during the postseizure period compared to seizure-free periods. SIGNIFICANCE: Monitoring of PPG signals may assist in the detection of GTCSs in patients with epilepsy. PPG may serve as a promising biomarker for future seizure detection systems and may contribute to future seizure prediction systems.


Asunto(s)
Sistema Nervioso Autónomo/fisiopatología , Epilepsias Parciales/fisiopatología , Epilepsia Generalizada/fisiopatología , Fotopletismografía , Convulsiones/fisiopatología , Adolescente , Tobillo/irrigación sanguínea , Niño , Electroencefalografía , Femenino , Humanos , Masculino , Dispositivos Electrónicos Vestibles , Muñeca/irrigación sanguínea
9.
Nat Chem ; 11(12): 1091-1097, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31611633

RESUMEN

Oceanic cyanobacteria are the most abundant oxygen-generating phototrophs on our planet and are therefore important to life. These organisms are infected by viruses called cyanophages, which have recently shown to encode metabolic genes that modulate host photosynthesis, phosphorus cycling and nucleotide metabolism. Herein we report the characterization of a wild-type flavin-dependent viral halogenase (VirX1) from a cyanophage. Notably, halogenases have been previously associated with secondary metabolism, tailoring natural products. Exploration of this viral halogenase reveals it capable of regioselective halogenation of a diverse range of substrates with a preference for forming aryl iodide species; this has potential implications for the metabolism of the infected host. Until recently, a flavin-dependent halogenase that is capable of iodination in vitro had not been reported. VirX1 is interesting from a biocatalytic perspective as it shows strikingly broad substrate flexibility and a clear preference for iodination, as illustrated by kinetic analysis. These factors together render it an attractive tool for synthesis.


Asunto(s)
Bacteriófagos/enzimología , Cianobacterias/virología , Oxidorreductasas/metabolismo , Bacteriófagos/genética , Técnicas de Química Sintética , Halogenación , Cinética , Estructura Molecular , Especificidad por Sustrato
10.
Sci Rep ; 9(1): 1542, 2019 02 07.
Artículo en Inglés | MEDLINE | ID: mdl-30733464

RESUMEN

The mupirocin trans-AT polyketide synthase pathway, provides a model system for manipulation of antibiotic biosynthesis. Its final phase involves removal of the tertiary hydroxyl group from pseudomonic acid B, PA-B, producing the fully active PA-A in a complex series of steps. To further clarify requirements for this conversion, we fed extracts containing PA-B to mutants of the producer strain singly deficient in each mup gene. This additionally identified mupM and mupN as required plus the sequence but not enzymic activity of mupL and ruled out need for other mup genes. A plasmid expressing mupLMNOPVCFU + macpE together with a derivative of the producer P. fluorescens strain NCIMB10586 lacking the mup cluster allowed conversion of PA-B to PA-A. MupN converts apo-mAcpE to holo-form while MupM is a mupirocin-resistant isoleucyl tRNA synthase, preventing self-poisoning. Surprisingly, the expression plasmid failed to allow the closely related P. fluorescens strain SBW25 to convert PA-B to PA-A.


Asunto(s)
Antibacterianos/metabolismo , Mupirocina/biosíntesis , Pseudomonas fluorescens/metabolismo , Antibacterianos/química , Bacillus subtilis/genética , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Escherichia coli/genética , Mupirocina/química , Mutagénesis , Plásmidos/genética , Plásmidos/metabolismo , Sintasas Poliquetidas/genética , Sintasas Poliquetidas/metabolismo , Policétidos/química , Policétidos/metabolismo , Pseudomonas fluorescens/genética
11.
Artículo en Inglés | MEDLINE | ID: mdl-30418877

RESUMEN

OBJECTIVE: More than one third of children with epilepsy have medically intractable seizures. Promising therapies, including targeted neurostimulation and surgery, depend on accurate localization of the epileptogenic zone. Ictal perfusion Single-Photon Emission Computed Tomography (SPECT) can localize the seizure focus noninvasively, with comparable accuracy to that of invasive EEG. However, multiple factors including seizure dynamics may affect its spatial specificity. METHODS: Using subtracted ictal from interictal SPECT and scalp EEG from 118 pediatric epilepsy patients (40 of whom had surgery after the SPECT studies), information theoretic measures of association and advanced statistical models, this study investigated the impact of preictal and ictal brain network dynamics on SPECT focality. RESULTS: Network dynamics significantly impacted the SPECT localization ~30 s before to ~45 s following ictal onset. Distributed early ictal connectivity changes, indicative of a rapidly evolving seizure, were negatively associated with SPECT focality. Spatially localized connectivity changes later in the seizure, indicating slower seizure propagation, were positively associated with SPECT focality. In the first ~60 s of the seizure, significantly higher network connectivity was estimated in an area overlapping with the area of hyperperfusion. Finally, ~75% of patients with Engel class 1a/1b outcomes had SPECTs that were concordant with the resected area. CONCLUSION: Slowly evolving seizures are more likely to be accurately imaged with SPECT, and the identified focus may overlap with brain regions where significant topological changes occur. SIGNIFICANCE: Measures of preictal/early ictal network dynamics may help optimize the SPECT localization, leading to improved surgical and neurostimulation outcomes in refractory epilepsy.

12.
Chembiochem ; 19(8): 836-841, 2018 04 16.
Artículo en Inglés | MEDLINE | ID: mdl-29363252

RESUMEN

The addition or removal of hydroxy groups modulates the activity of many pharmacologically active biomolecules. It can be integral to the basic biosynthetic factory or result from associated tailoring steps. For the anti-MRSA antibiotic mupirocin, removal of a C8-hydroxy group late in the biosynthetic pathway gives the active pseudomonic acid A. An extra hydroxylation, at C4, occurs in the related but more potent antibiotic thiomarinol A. We report here in vivo and in vitro studies that show that the putative non-haem-iron(II)/α-ketoglutaratedependent dioxygenase TmuB, from the thiomarinol cluster, 4-hydroxylates various pseudomonic acids whereas C8-OH, and other substituents around the tetrahydropyran ring, block enzyme action but not substrate binding. Molecular modelling suggested a basis for selectivity, but mutation studies had a limited ability to rationally modify TmuB substrate specificity. 4-Hydroxylation had opposite effects on the potency of mupirocin and thiomarinol. Thus, TmuB can be added to the toolbox of polyketide tailoring technologies for the in vivo generation of new antibiotics in the future.


Asunto(s)
Antibacterianos/farmacología , Oxigenasas de Función Mixta/antagonistas & inhibidores , Sintasas Poliquetidas/efectos de los fármacos , Antibacterianos/química , Hidroxilación , Sintasas Poliquetidas/metabolismo , Especificidad por Sustrato
13.
Angew Chem Int Ed Engl ; 56(14): 3930-3934, 2017 03 27.
Artículo en Inglés | MEDLINE | ID: mdl-28181382

RESUMEN

Thiomarinol and mupirocin are assembled on similar polyketide/fatty acid backbones and exhibit potent antibiotic activity against methicillin-resistant Staphylococcus aureus (MRSA). They both contain a tetrasubstituted tetrahydropyran (THP) ring that is essential for biological activity. Mupirocin is a mixture of pseudomonic acids (PAs). Isolation of the novel compound mupirocin P, which contains a 7-hydroxy-6-keto-substituted THP, from a ΔmupP strain and chemical complementation experiments confirm that the first step in the conversion of PA-B into the major product PA-A is oxidation at the C6 position. In addition, nine novel thiomarinol (TM) derivatives with different oxidation patterns decorating the central THP core were isolated after gene deletion (tmlF). These metabolites are in accord with the THP ring formation and elaboration in thiomarinol following a similar order to that found in mupirocin biosynthesis, despite the lack of some of the equivalent genes. Novel mupirocin-thiomarinol hybrids were also synthesized by mutasynthesis.


Asunto(s)
Antibacterianos/farmacología , Staphylococcus aureus Resistente a Meticilina/efectos de los fármacos , Mupirocina/análogos & derivados , Mupirocina/farmacología , Sintasas Poliquetidas/genética , Antibacterianos/química , Antibacterianos/metabolismo , Pruebas de Sensibilidad Microbiana , Conformación Molecular , Mupirocina/biosíntesis , Mupirocina/química , Mutación , Sintasas Poliquetidas/metabolismo
14.
Angew Chem Weinheim Bergstr Ger ; 128(10): 3524-3528, 2016 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-27478274

RESUMEN

Chemical probes capable of reacting with KS (ketosynthase)-bound biosynthetic intermediates were utilized for the investigation of the model type I iterative polyketide synthase 6-methylsalicylic acid synthase (6-MSAS) in vivo and in vitro. From the fermentation of fungal and bacterial 6-MSAS hosts in the presence of chain termination probes, a full range of biosynthetic intermediates was isolated and characterized for the first time. Meanwhile, in vitro studies of recombinant 6-MSA synthases with both nonhydrolyzable and hydrolyzable substrate mimics have provided additional insights into substrate recognition, providing the basis for further exploration of the enzyme catalytic activities.

15.
Angew Chem Int Ed Engl ; 55(10): 3463-7, 2016 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-26833898

RESUMEN

Chemical probes capable of reacting with KS (ketosynthase)-bound biosynthetic intermediates were utilized for the investigation of the model type I iterative polyketide synthase 6-methylsalicylic acid synthase (6-MSAS) in vivo and in vitro. From the fermentation of fungal and bacterial 6-MSAS hosts in the presence of chain termination probes, a full range of biosynthetic intermediates was isolated and characterized for the first time. Meanwhile, in vitro studies of recombinant 6-MSA synthases with both nonhydrolyzable and hydrolyzable substrate mimics have provided additional insights into substrate recognition, providing the basis for further exploration of the enzyme catalytic activities.


Asunto(s)
Sondas Moleculares , Salicilatos/metabolismo , Cromatografía Líquida de Alta Presión
16.
Biochem J ; 466(2): 323-35, 2015 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-25484033

RESUMEN

Pet is a cytotoxic autotransporter protein secreted by the pathogenic enteroaggregative Escherichia coli strain 042. Expression of Pet is co-dependent on two global transcription regulators: CRP (cyclic AMP receptor protein) and Fis (factor for inversion stimulation). At the pet promoter CRP binds to a single site centred at position -40.5 upstream of the start site for transcription. Due to the suboptimal positioning of this site, CRP alone activates transcription poorly and requires Fis to bind upstream to promote full activation. Here, we show that CRP and Fis control the expression of other important autotransporter toxins, namely Sat from uropathogenic E. coli (UPEC) and SigA from Shigella sonnei, and that this regulation has been conserved in different pathogens. Furthermore, we investigate the mechanism of Fis-mediated co-activation, exploiting a series of semi-synthetic promoters, with similar architecture to the pet promoter. We show that, when bound at position -40.5, CRP recruits RNA polymerase inefficiently and that Fis compensates by aiding polymerase recruitment through a direct protein-protein interaction. We demonstrate that other suitably positioned upstream transcription factors, which directly recruit RNA polymerase, can also compensate for the inappropriate positioning of CRP. We propose that this is a simple 'shared-recruitment' mechanism, by which co-dependence of promoters on two transcription factors could evolve.


Asunto(s)
Toxinas Bacterianas/metabolismo , Proteína Receptora de AMP Cíclico/metabolismo , Proteínas de Escherichia coli/metabolismo , Factor Proteico para Inverción de Estimulación/metabolismo , Regulación Bacteriana de la Expresión Génica , Modelos Moleculares , Elementos de Respuesta , Escherichia coli Uropatógena/metabolismo , Región de Flanqueo 5' , Sustitución de Aminoácidos , Proteínas Bacterianas/química , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Toxinas Bacterianas/genética , Proteína Receptora de AMP Cíclico/química , Proteína Receptora de AMP Cíclico/genética , ARN Polimerasas Dirigidas por ADN/química , ARN Polimerasas Dirigidas por ADN/genética , ARN Polimerasas Dirigidas por ADN/metabolismo , Ensayo de Cambio de Movilidad Electroforética , Enterotoxinas/genética , Enterotoxinas/metabolismo , Escherichia coli K12/enzimología , Escherichia coli K12/metabolismo , Escherichia coli K12/patogenicidad , Proteínas de Escherichia coli/química , Proteínas de Escherichia coli/genética , Factor Proteico para Inverción de Estimulación/química , Factor Proteico para Inverción de Estimulación/genética , Mutación , Regiones Promotoras Genéticas , Dominios y Motivos de Interacción de Proteínas , Serina Endopeptidasas/genética , Serina Endopeptidasas/metabolismo , Shigella sonnei/enzimología , Shigella sonnei/metabolismo , Shigella sonnei/patogenicidad , Factor sigma/química , Factor sigma/genética , Factor sigma/metabolismo , Transcripción Genética , Escherichia coli Uropatógena/enzimología , Escherichia coli Uropatógena/patogenicidad
17.
Bioelectrochemistry ; 87: 28-32, 2012 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-22281091

RESUMEN

Electron transfer mechanisms in Shewanella loihica PV-4 viable biofilms formed at graphite electrodes were investigated in potentiostat-controlled electrochemical cells poised at oxidative potentials (0.2V vs. Ag/AgCl). Chronoamperometry (CA) showed a repeatable biofilm growth of S. loihica PV-4 on graphite electrode. CA, cyclic voltammetry (CV) and its first derivative shows that both direct electron transfer (DET) mediated electron transfer (MET) mechanism contributes to the overall anodic (oxidation) current. The maximum anodic current density recorded on graphite was 90 µA cm(-2). Fluorescence emission spectra shows increased concentration of quinone derivatives and riboflavin in the cell-free supernatant as the biofilm grows. Differential pulse voltammetry (DPV) show accumulation of riboflavin at the graphite interface, with the increase in incubation period. This is the first study to observe a gradual shift from DET to MET mechanism in viable S. loihica PV-4 biofilms.


Asunto(s)
Biopelículas/crecimiento & desarrollo , Quinonas/metabolismo , Riboflavina/biosíntesis , Shewanella/metabolismo , Fuentes de Energía Bioeléctrica , Técnicas Electroquímicas , Electrodos , Transporte de Electrón , Grafito , Microscopía Confocal , Microscopía Electrónica de Rastreo , Oxidación-Reducción , Quinonas/química , Riboflavina/química , Shewanella/química , Shewanella/crecimiento & desarrollo , Espectrometría de Fluorescencia
20.
Epilepsy Behav ; 5(4): 483-98, 2004 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-15256184

RESUMEN

This article presents an automated, patient-specific method for the detection of epileptic seizure onset from noninvasive electroencephalography. We adopt a patient-specific approach to exploit the consistency of an individual patient's seizure and nonseizure electroencephalograms. Our method uses a wavelet decomposition to construct a feature vector that captures the morphology and spatial distribution of an electroencephalographic epoch, and then determines whether that vector is representative of a patient's seizure or nonseizure electroencephalogram using the support vector machine classification algorithm. Our completely automated method was tested on noninvasive electroencephalograms from 36 pediatric subjects suffering from a variety of seizure types. It detected 131 of 139 seizure events within 8.0+/-3.2 seconds of electrographic onset, and declared 15 false detections in 60 hours of clinical electroencephalography. Our patient-specific method can be used to initiate delay-sensitive clinical procedures following seizure onset, for example, the injection of a functional imaging radiotracer.


Asunto(s)
Algoritmos , Electroencefalografía/métodos , Epilepsia/diagnóstico , Diagnóstico por Computador/métodos , Electroencefalografía/clasificación , Electroencefalografía/estadística & datos numéricos , Epilepsia/fisiopatología , Humanos , Monitoreo Fisiológico/métodos , Tiempo de Reacción/fisiología , Procesamiento de Señales Asistido por Computador/instrumentación , Factores de Tiempo
SELECCIÓN DE REFERENCIAS
DETALLE DE LA BÚSQUEDA
...