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1.
Nature ; 602(7895): 73-77, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-35110761

RESUMO

Magnetic phenomena are ubiquitous in nature and indispensable for modern science and technology, but it is notoriously difficult to change the magnetic order of a material in a rapid way. However, if a thin nickel film is subjected to ultrashort laser pulses, it loses its magnetic order almost completely within femtosecond timescales1. This phenomenon is widespread2-7 and offers opportunities for rapid information processing8-11 or ultrafast spintronics at frequencies approaching those of light8,9,12. Consequently, the physics of ultrafast demagnetization is central to modern materials research1-7,13-28, but a crucial question has remained elusive: if a material loses its magnetization within mere femtoseconds, where is the missing angular momentum in such a short time? Here we use ultrafast electron diffraction to reveal in nickel an almost instantaneous, long-lasting, non-equilibrium population of anisotropic high-frequency phonons that appear within 150-750 fs. The anisotropy plane is perpendicular to the direction of the initial magnetization and the atomic oscillation amplitude is 2 pm. We explain these observations by means of circularly polarized phonons that quickly absorb the angular momentum of the spin system before macroscopic sample rotation. The time that is needed for demagnetization is related to the time it takes to accelerate the atoms. These results provide an atomistic picture of the Einstein-de Haas effect and signify the general importance of polarized phonons for non-equilibrium dynamics and phase transitions.

2.
J Chem Phys ; 161(4)2024 Jul 28.
Artigo em Inglês | MEDLINE | ID: mdl-39037146

RESUMO

Ordered arrays of plasmonic nanoparticles, supercrystals can lead to the formation of plasmon-polaritons. Coupling light emitters with plasmon polaritons might allow the formation of exciton-plasmon polaritons with properties tuneable by the supercrystal design. To construct such optically active materials, the inclusion of emitters is imperative. The addition of organic dyes without affecting the periodic order of the nanocrystals is difficult, as post-formation protocols might dissolve the supercrystals, and pre-formation addition might affect the self-assembly process. Here, we present an exemplary strategy to functionalize gold nanoparticles prior to self-assembly with a cyanine isothiocyanate dye that was obtained by a straightforward reaction of the amine functionalized dye with carbon disulfide. In the second step, the nanoparticles are functionalized with a thiol-terminated polystyrene, which stabilizes the nanoparticles and governs the self-assembly process. The dye can be integrated in a quantitative fashion, and the nanoparticles can be self-assembled into supercrystals. The strategy should be applicable in general for amine functionalized dyes, which is a common modification.

3.
Epidemiol Infect ; 147: e267, 2019 09 09.
Artigo em Inglês | MEDLINE | ID: mdl-31496450

RESUMO

In 2016, we reviewed preventive control measures for secondary transmission of Shiga-toxin producing Escherichia coli (STEC) in humans in European Union (EU)/European Free Trade Association (EEA) countries to inform the revision of the respective Norwegian guidelines which at that time did not accommodate for the varying pathogenic potential of STEC. We interviewed public health experts from EU/EEA institutes, using a semi-structured questionnaire. We revised the Norwegian guidelines using a risk-based approach informed by the new scientific evidence on risk factors for HUS and the survey results. All 13 (42%) participating countries tested STEC for Shiga toxin (stx) 1, stx2 and eae (encoding intimin). Five countries differentiated their control measures based on clinical and/or microbiological case characteristics, but only Denmark based their measures on routinely conducted stx subtyping. In all countries, but Norway, clearance was obtained with ⩽3 negative STEC specimens. After this review, Norway revised the STEC guidelines and recommended only follow-up of cases infected with high-virulent STEC (determined by microbiological and clinical information); clearance is obtained with three negative specimens. Implementation of the revised Norwegian guidelines will lead to a decrease of STEC cases needing follow-up and clearance, and will reduce the burden of unnecessary public health measures and the socioeconomic impact on cases. This review of guidelines could assist other countries in adapting their STEC control measures.


Assuntos
Controle de Doenças Transmissíveis/métodos , Controle de Doenças Transmissíveis/organização & administração , Transmissão de Doença Infecciosa/prevenção & controle , Infecções por Escherichia coli/prevenção & controle , Infecções por Escherichia coli/transmissão , Guias como Assunto , Escherichia coli Shiga Toxigênica/isolamento & purificação , Testes Diagnósticos de Rotina/métodos , Infecções por Escherichia coli/epidemiologia , Infecções por Escherichia coli/microbiologia , União Europeia , Política de Saúde , Humanos , Noruega/epidemiologia
4.
Epidemiol Infect ; 147: e43, 2018 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-30428947

RESUMO

In Norway, incidence of sporadic domestically acquired salmonellosis is low, and most frequently due to Salmonalla Typhimurium. We investigated the risk factors for sporadic Salmonella infections in Norway to improve control and prevention measures. Surveillance data for all Salmonella infections from 2000 to 2015 were analysed for seasonality and proportion associated with domestic reservoirs, hedgehogs and wild birds. A prospective case-control study was conducted from 2010 to 2012 by recruiting cases from the Norwegian Surveillance System for Communicable Diseases and controls from the Norwegian Population Registry (389 cases and 1500 controls). Univariable analyses using logistic regression were conducted and a multivariable model was developed using regularised/penalised logistic regression. In univariable analysis, eating snow, dirt, sand or playing in a sandbox (aOR 4.14; CI 2.15-7.97) was associated with salmonellosis. This was also the only exposure significantly associated with illness in the multivariable model. Since 2004, 34.2% (n = 354) of S. Typhimuirum cases had an MLVA profile linked to a domestic reservoir. A seasonal trend with a peak in August for all Salmonella types and in February for S. Typhimurium was observed. Indirect exposure to domestic reservoirs remains a source of salmonellosis in Norway, particularly for children. Information to the public about avoiding environmental exposure should be strengthened and initiatives to combat salmonellosis in the food chain should be reinforced.

5.
J Dairy Sci ; 101(8): 7311-7321, 2018 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-29729924

RESUMO

Currently, cows with poor metabolic adaptation during early lactation, or poor metabolic adaptation syndrome (PMAS), are often identified based on detection of hyperketonemia. Unfortunately, elevated blood ketones do not manifest consistently with indications of PMAS. Expected indicators of PMAS include elevated liver enzymes and bilirubin, decreased rumen fill, reduced rumen contractions, and a decrease in milk production. Cows with PMAS typically are higher producing, older cows that are earlier in lactation and have greater body condition score at the start of lactation. It was our aim to evaluate commonly used measures of metabolic health (input variables) that were available [i.e., blood ß-hydroxybutyrate acid, milk fat:protein ratio, blood nonesterified fatty acids (NEFA)] to characterize PMAS. Bavarian farms (n = 26) with robotic milking systems were enrolled for weekly visits for an average of 6.7 wk. Physical examinations of the cows (5-50 d in milk) were performed by veterinarians during each visit, and blood and milk samples were collected. Resulting data included 790 observations from 312 cows (309 Simmental, 1 Red Holstein, 2 Holstein). Principal component analysis was conducted on the 3 input variables, followed by K-means cluster analysis of the first 2 orthogonal components. The 5 resulting clusters were then ascribed to low, intermediate, or high PMAS classes based on their degree of agreement with expected PMAS indicators and characteristics in comparison with other clusters. Results revealed that PMAS classes were most significantly associated with blood NEFA levels. Next, we evaluated NEFA values that classify observations into appropriate PMAS classes in this data set, which we called separation values. Our resulting NEFA separation values [<0.39 mmol/L (95% confidence limits = 0.360-0.410) to identify low PMAS observations and ≥0.7 mmol/L (95% confidence limits = 0.650-0.775) to identify high PMAS observations] were similar to values determined for Holsteins in conventional milking settings diagnosed with hyperketonemia and clinical symptoms such as anorexia and a reduction in milk yield, as reported in the literature. Future studies evaluating additional clinical and laboratory data, breeds, and milking systems are needed to validate these finding. The aim of future studies would be to build a PMAS prediction model to alert producers of cows needing attention and help evaluate on-farm metabolic health management at the herd level.


Assuntos
Adaptação Fisiológica , Bovinos/metabolismo , Metabolismo Energético/fisiologia , Lactação/metabolismo , Ácido 3-Hidroxibutírico/metabolismo , Animais , Análise por Conglomerados , Ácidos Graxos não Esterificados/metabolismo , Feminino , Leite/metabolismo , Rúmen
6.
Epidemiol Infect ; 145(1): 181-186, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27671461

RESUMO

In Norway, no published data on seroprevalence of hepatitis E virus (HEV) in humans and swine exists. Serum samples from blood donors, veterinarians, swine farm workers and swine were analysed by ELISA to estimate the seroprevalence of HEV in Norway and to investigate the association between direct contact with swine and HEV seroprevalence in humans. The seroprevalence of HEV IgG antibodies was 30% (24/79) in farm workers, 13% (21/163) in veterinarians, 14% (162/1200) in blood donors and 90% (137/153) in swine. Our results show a high seroprevalence of HEV in humans and swine in Norway. HEV seroprevalence in farm workers and blood donors increased with age, and veterinarians working with swine were twice as likely to be HEV seropositive compared to other veterinarians. High HEV seroprevalence in farm workers and veterinarians working with swine support previous reports suggesting swine as a reservoir for HEV infections in humans in Europe.


Assuntos
Hepatite E/epidemiologia , Hepatite E/veterinária , Doenças dos Suínos/epidemiologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Animais , Ensaio de Imunoadsorção Enzimática , Feminino , Anticorpos Anti-Hepatite/sangue , Humanos , Imunoglobulina G/sangue , Masculino , Pessoa de Meia-Idade , Noruega/epidemiologia , Exposição Ocupacional , Estudos Soroepidemiológicos , Inquéritos e Questionários , Suínos , Adulto Jovem
7.
Epidemiol Infect ; 144(13): 2765-72, 2016 10.
Artigo em Inglês | MEDLINE | ID: mdl-26878755

RESUMO

In November 2013, the Norwegian Institute of Public Health was notified of a gastroenteritis outbreak following two meetings held at a conference centre. Identical food and beverages were served during the meetings. We investigated in order to identify the vehicle of infection and implement control measures. Meeting participants completed an online questionnaire on consumption of foods and beverages. We asked symptomatic participants to provide a stool sample. We defined a case as diarrhoea and/or vomiting in a participant who became ill within 3 days after the meeting. We calculated attack rates (AR) and adjusted risk ratios (aRR) with 95% confidence intervals (CI) using binomial regression. We conducted environmental investigations. Overall, 147/168 (88%) participants responded, of which 74 (50%) met the case definition. All five stool samples provided were norovirus positive. No kitchen staff reported being sick. Risk of illness was higher in those who consumed raspberry mousse (aRR 3·4, 95% CI 1·4-8·2) and sliced fresh fruit (aRR 1·9, 95% CI 1·3-2·8). Seventy cases (95%) ate raspberry mousse. Frozen raspberries used for the mousse were imported and not heat-treated before consumption. Non-heat-treated frozen raspberries were the most likely outbreak vehicle. Contamination by a food handler could not be excluded. We recommend heat-treatment of imported frozen berries before consumption.


Assuntos
Infecções por Caliciviridae/epidemiologia , Surtos de Doenças , Microbiologia de Alimentos , Doenças Transmitidas por Alimentos/epidemiologia , Alimentos Congelados/virologia , Gastroenterite/epidemiologia , Rubus/virologia , Adulto , Idoso , Infecções por Caliciviridae/virologia , Estudos de Coortes , Feminino , Doenças Transmitidas por Alimentos/virologia , Gastroenterite/virologia , Humanos , Masculino , Pessoa de Meia-Idade , Norovirus/fisiologia , Noruega/epidemiologia , Estudos Retrospectivos , Adulto Jovem
8.
Epidemiol Infect ; 144(8): 1756-60, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-26586305

RESUMO

We investigated a nationwide outbreak of Salmonella Coeln in Norway, including 26 cases identified between 20 October 2013 and 4 January 2014. We performed a matched case-control study, environmental investigation and detailed traceback of food purchases to identify the source of the outbreak. In the case-control study, cases were found to be more likely than controls to have consumed a ready-to-eat salad mix (matched odds ratio 20, 95% confidence interval 2·7-∞). By traceback of purchases one brand of ready-to-eat salad was indicated, but all environmental samples were negative for Salmonella. This outbreak underlines that pre-washed and bagged salads carry a risk of infection despite thorough cleaning procedures by the importer. To further reduce the risk of infection by consumption of ready-to-eat salads product quality should be ensured by importers. Outbreaks linked to salads reinforce the importance of implementation of appropriate food safety management systems, including good practices in lettuce production.


Assuntos
Surtos de Doenças , Fast Foods/microbiologia , Doenças Transmitidas por Alimentos/epidemiologia , Infecções por Salmonella/epidemiologia , Salmonella/classificação , Salmonella/isolamento & purificação , Verduras/microbiologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Criança , Pré-Escolar , Feminino , Doenças Transmitidas por Alimentos/microbiologia , Humanos , Masculino , Pessoa de Meia-Idade , Noruega/epidemiologia , Infecções por Salmonella/microbiologia , Inquéritos e Questionários , Adulto Jovem
9.
Epidemiol Infect ; 144(1): 215-24, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26028358

RESUMO

In 2005, the Norwegian Institute of Public Health established a web-based outbreak rapid alert system called Vesuv. The system is used for mandatory outbreak alerts from municipal medical officers, healthcare institutions, and food safety authorities. As of 2013, 1426 outbreaks have been reported, involving 32913 cases. More than half of the outbreaks occurred in healthcare institutions (759 outbreaks, 53·2%). A total of 474 (33·2%) outbreaks were associated with food or drinking water. The web-based rapid alert system has proved to be a helpful tool by enhancing reporting and enabling rapid and efficient information sharing between different authorities at both the local and national levels. It is also an important tool for event-based reporting, as required by the International Health Regulations (IHR) 2005. Collecting information from all the outbreak alerts and reports in a national database is also useful for analysing trends, such as occurrence of certain microorganisms, places or sources of infection, or route of transmission. This can facilitate the identification of specific areas where more general preventive measures are needed.


Assuntos
Doenças Transmissíveis/epidemiologia , Infecção Hospitalar/epidemiologia , Surtos de Doenças , Monitoramento Epidemiológico , Doenças Transmitidas por Alimentos/epidemiologia , Internet , Vigilância da População , Doenças Transmissíveis/microbiologia , Infecção Hospitalar/microbiologia , Água Potável , Doenças Transmitidas por Alimentos/microbiologia , Noruega/epidemiologia
10.
Phytopathology ; 106(2): 113-22, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26551450

RESUMO

To assess the diversity of Xanthomonas campestris spp. infecting crucifers in New York, 154 isolates were collected over 10 years across the state. The goal was to determine if isolates of the pathogen were overwintering in New York and serving as primary inoculum in subsequent years, or if novel isolates were entering the state each year. Pure cultures of isolates were characterized using multilocus sequence analysis (MLSA), a greenhouse pathogenicity assay, repetitive element-polymerase chain reaction (Rep-PCR) using the BOX-A1R primer, and enzyme-linked immunosorbent assay. The MLSA scheme proved to be more efficient than Rep-PCR for a large sample population and for comparison with global isolates. X. campestris isolated from crucifers in New York comprised of X. campestris pv. campestris and X. campestris pv. raphani, with X. campestris pv. raphani being predominately isolated from transplants. Evidence for unique haplotypes persisting on the same farm for several years due to improper seedbed rotations was documented in addition to novel haplotypes being spread throughout states through infected transplants and seed. Rep-PCR confirmed the high diversity of X. campestris and was used to generate 15 unique fingerprint patterns from isolates collected in the first 5 years. A worldwide comparison of isolates suggests that the X. campestris pv. campestris population appears to be very homogenous with dominant haplotypes persisting for extended periods and being globally disseminated.


Assuntos
Brassica/microbiologia , Variação Genética , Doenças das Plantas/microbiologia , Xanthomonas campestris/genética , Sequência de Bases , Primers do DNA/genética , DNA Bacteriano/química , DNA Bacteriano/genética , Ensaio de Imunoadsorção Enzimática , Dados de Sequência Molecular , Tipagem de Sequências Multilocus , New York , Reação em Cadeia da Polimerase , Análise de Sequência de DNA , Xanthomonas campestris/patogenicidade
11.
Epidemiol Infect ; 142(10): 2105-13, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24308502

RESUMO

In March 2012, a second outbreak of Cryptosporidium parvum affected children following a stay at a holiday farm in Norway; the first outbreak occurred in 2009. We studied a cohort of 145 schoolchildren who had visited the farm, of which 40 (28%) were cases. Cryptosporidium oocysts were detected in faecal samples from humans, goat kids and lambs. Molecular studies revealed C. parvum subtype IIa A19G1R1 in all samples including human samples from the 2009 outbreak. A dose-response relationship was found between the number of optional sessions with animals and illness, increasing from two sessions [risk ratio (RR) 2·7, 95% confidence interval (CI) 0·6-11·5] to six sessions (RR 8·0, 95% CI 1·7-37·7). The occurrence of two outbreaks 3 years apart, with the same subtype of C. parvum, suggests that the parasite is established in the farm's environment. We recommend greater emphasis on hand hygiene and routines related to animal contact.


Assuntos
Criptosporidiose/epidemiologia , Cryptosporidium parvum/genética , Surtos de Doenças , Doenças das Cabras/epidemiologia , Doenças dos Ovinos/epidemiologia , Adolescente , Animais , Criança , Estudos de Coortes , Criptosporidiose/transmissão , Criptosporidiose/veterinária , Fezes/parasitologia , Feminino , Genótipo , Doenças das Cabras/transmissão , Cabras , Férias e Feriados , Humanos , Masculino , Noruega/epidemiologia , Ovinos , Doenças dos Ovinos/transmissão
12.
Euro Surveill ; 19(15)2014 Apr 17.
Artigo em Inglês | MEDLINE | ID: mdl-24762662

RESUMO

On 7 March 2014, an increase in hepatitis A virus (HAV) infections was identified in Norway. As of 12 April, 19 cases of HAV infection with a virus strain identical to an ongoing European outbreak have been identified. Six probable cases are currently under investigation. On 11 April, a frozen berry mix cake imported from another European country was found as the likely source of the outbreak; the importer has withdrawn the product in Norway.


Assuntos
Surtos de Doenças , Doenças Transmitidas por Alimentos/epidemiologia , Alimentos Congelados/virologia , Frutas/virologia , Vírus da Hepatite A/isolamento & purificação , Hepatite A/epidemiologia , Doenças Transmitidas por Alimentos/etiologia , Hepatite A/virologia , Vírus da Hepatite A/genética , Humanos , Entrevistas como Assunto , Noruega/epidemiologia , Inquéritos e Questionários
13.
Ecotoxicology ; 20(8): 1881-9, 2011 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-21717111

RESUMO

The effects of a commercially available anionic surfactant solution (FFD-6) on growth and morphology of a common green alga (Scenedesmus obliquus) and on survival and clearance rates of the water flea Daphnia magna were studied. The surfactant-solution elicited a morphological response (formation of colonies) in Scenedesmus at concentrations of 10-100 µl l(-1) that were far below the No Observed Effect Concentration (NOEC) value of 1,000 µl l(-1) for growth inhibition. The NOEC-value of FFD-6 for colony-induction was 3 µl l(-1). Daphnia survival was strongly affected by FFD-6, yielding LC(50-24h) and LC(50-48 h) of 148 and 26 µl l(-1), respectively. In addition, clearance rates of Daphnia feeding on unicellular Scenedesmus were inhibited by FFD-6, yielding a 50% inhibition (EC(50-1.5h)) at 5.2 µl l(-1) with a NOEC of 0.5 µl l(-1). When Daphnia were offered FFD-6-induced food in which eight-celled colonies (43 × 29 µm) were most abundant, clearance rates (~0.14 ml ind.(-1) h(-1)) were only 25% the rates of animals that were offered non-induced unicellular (15 × 5 µm) Scenedesmus (~0.56 ml ind.(-1) h(-1)). As FFD-6 concentrations in the treated food used in the experiments were far below the NOEC for clearance rate inhibition, it is concluded that the feeding rate depression was caused by the altered morphology of the Scenedesmus moving them out of the feeding window of the daphnids. The surfactant evoked a response in Scenedesmus that is similar to the natural chemically induced defensive reaction against grazers and could disrupt the natural information conveyance between these plankton organisms.


Assuntos
Daphnia/efeitos dos fármacos , Cadeia Alimentar , Scenedesmus/efeitos dos fármacos , Tensoativos/toxicidade , Poluentes Químicos da Água/toxicidade , Animais , Organismos Aquáticos , Daphnia/metabolismo , Relação Dose-Resposta a Droga , Taxa de Depuração Metabólica , Plâncton/efeitos dos fármacos , Scenedesmus/crescimento & desenvolvimento
14.
Allergy ; 65(1): 16-23, 2010 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-19624555

RESUMO

BACKGROUND: The dramatic increase of IgE-mediated allergic diseases in western countries demonstrates the urgent need for new therapeutic or prophylactic approaches. In mice, a prophylactic long-lasting allergen-specific suppression of IgE responsiveness is induced by maternal IgG antibodies to allergens like ovalbumin, phospholipase A(2) (bvPLA(2)) or ovomucoid. As neonatal application or maternally derived pathogen-reactive antibodies (idiotypes) as well as corresponding anti-idiotypes can induce anti-microbial protection, we probed the transgenerational IgE-suppressive mechanism with a syngeneic monoclonal anti-idiotypic antibody. METHODS: The monoclonal bee-venom-phospholipase A(2) (bvPLA(2))-reactive IgG antibody MS613 (idiotype) or the corresponding syngeneic anti-idiotype II/2-19 were injected during the first 2 days postpartum to the dams. Immunization of offspring with minute doses of IgE-inducing bvPLA(2) was started at an adult age of 3(1/2) months. RESULTS: The postnatal transfer of the anti-bvPLA(2) idiotype MS613 or the corresponding anti-idiotype II/2-19 induced long-lasting allergen-specific IgE suppression in a dose-dependent manner, while the IgG response to the allergen developed normally. Quantitatively, the anti-idiotype was more effective than idiotype. Molecular modeling of the idiotype-anti-idiotype complex and its comparison with the bvPLA(2) structure revealed that the anti-idiotype does not mimic bvPLA(2) epitopes and thus can not be regarded as an internal image antibody and, consequently, does not function as a surrogate antigen. CONCLUSIONS: Idiotypic network reactivity is at least one major factor for induction of transgenerational IgE suppression by maternal IgG antibodies. If applicable to humans, these data suggest the possibility of a prophylactic and possibly therapeutic treatment of IgE-mediated allergic diseases with anti-idiotypic antibodies.


Assuntos
Alérgenos/imunologia , Anticorpos Anti-Idiotípicos/imunologia , Imunoglobulina E/imunologia , Imunoglobulina G/imunologia , Exposição Materna , Sequência de Aminoácidos , Animais , Anticorpos Anti-Idiotípicos/química , Venenos de Abelha/imunologia , Feminino , Hipersensibilidade/imunologia , Imunização , Idiótipos de Imunoglobulinas , Camundongos , Camundongos Endogâmicos CBA , Modelos Moleculares , Dados de Sequência Molecular , Fosfolipases A2/imunologia , Gravidez , Conformação Proteica
15.
Prev Vet Med ; 163: 14-23, 2019 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-30670181

RESUMO

Predictive modeling is the development of a model that is best able to predict an outcome based on given input variables. Model algorithms are different processes that are used to define functions that transform the data within models. Common algorithms include logistic regression (LR), linear discriminant analysis (LDA), classification and regression trees (CART), naïve Bayes (NB), and k-nearest neighbor (KNN). Data preprocessing option, such as feature extraction and reduction, and model algorithms are commonly selected empirically in epidemiological studies even though these decisions can significantly affect model performance. Accordingly, full model selection (FMS) methods were developed to provide a systematic approach to select predictive modeling methods; however, current limitations of FMS, such as its dependency on user-selected hyperparameters, have prevented their routine incorporation into analyses for model performance optimization. Here we present the use of regression trees as an innovative method to apply FMS. Regression tree FMS (rtFMS) requires the development of a model for every combination of predictive modeling method options under consideration. The iterated, cross-validation performances of these models are then passed through a regression tree for selection of a final model. We demonstrate the benefits of rtFMS using a milk Fourier transform infrared spectroscopy dataset, wherein we build prediction models for two blood metabolic health parameters in dairy cows, nonesterified fatty acids (NEFA) and ß-hydroxybutyrate acid (BHBA). The goal for building NEFA and BHBA prediction models is to provide a milk-based screening tool for metabolic health in dairy cattle that can be incorporated automatically in milk analysis routines. These models could be used in conjunction with physical exams, cow side tests, and other indications to initiate medical intervention. In contrast to previously reported FMS methods, rtFMS is not a black box, is simple to implement and interpret, it does not have hyperparameters, and it illustrates the relative importance of modeling options. Additionally, rtFMS allows for indirect comparisons among models developed using different datasets. Finally, rtFMS eliminates user bias due to personal preference for certain methods and rtFMS removes the dependency on published comparisons of methods. Thus, rtFMS provides clear benefits over the empirical selection of data preprocessing options and model algorithms.


Assuntos
Bovinos/fisiologia , Indicadores Básicos de Saúde , Leite/química , Modelos Biológicos , Espectroscopia de Infravermelho com Transformada de Fourier/veterinária , Ácido 3-Hidroxibutírico/sangue , Algoritmos , Animais , Bovinos/sangue , Indústria de Laticínios , Conjuntos de Dados como Assunto , Ácidos Graxos não Esterificados/sangue , Feminino , Modelos Estatísticos , Análise de Regressão
16.
J Nanosci Nanotechnol ; 8(11): 6178-86, 2008 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-19198361

RESUMO

Carbon arc and chemical vapor deposition are at present the most efficient methods for mass production of single-walled carbon nanotubes. However, laser ablation is renowned for high quality nanotubes with narrow diameter distributions and hence is also of great interest. The aim of this work was to compare both the carbon arc and laser ablation techniques with respect to the quality--and relative yield of the produced SWCNTs. For this comparative study we used Fe as the catalyst, which is known not to be very active in laser ablation. However, we show this is not the case when H2 is included in the reaction. The reactions for both synthesis routes were carried out in a N2-H2 (95-5% vol.) atmosphere. The same homogenous carbon rods with different iron contents, between 1 and 5 at.% were used as the carbon feedstock and catalyst supply in both synthesis routes. Additionally, two types of carbon rods containing 1 at.% Fe with different graphitization degrees were also investigated. In the arc-discharge case, the low-graphitized electrode produced a web-like product rich in SWCNTs, while the high-graphitized carbon rods yielded soot containing carbon-encapsulated iron nanocrystallites, amorphous carbon nanoparticles, and surprisingly a small fraction of SWCNTs. With laser ablation synthesis, the Fe content and the reactor temperature significantly influenced the SWCNTs yield. Carbon arc plasma diagnostics were also performed. By using optical emission and Absorption spectroscopy the plasma temperature, C2 and CN radical content in the arc zone were determined.


Assuntos
Carbono/química , Cristalização/métodos , Lasers , Nanotecnologia/métodos , Nanotubos de Carbono/química , Nanotubos de Carbono/ultraestrutura , Temperatura Alta , Substâncias Macromoleculares/química , Teste de Materiais , Conformação Molecular , Tamanho da Partícula , Propriedades de Superfície
17.
Environ Pollut ; 151(1): 243-51, 2008 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-17482732

RESUMO

Sediment treatment and sediment storage may alter sediment toxicity, and consequently biotic response. Purpose of our study was to combine these three aspects (treatment-toxicity-biotic response) in one integrated approach. We used Acid Volatile Sulfide (AVS) concentrations as a proxy of the disturbance of the sediment. AVS and Simultaneously Extracted Metal (SEM) concentrations were compared to bioassay responses with the freshwater benthic macroinvertebrate Asellus aquaticus. Storage conditions and sediment treatment affected AVS but not SEM levels. AVS can be used as a proxy for sediment disturbance. The best way to pretreat the sediment for use in a bioassay in order to maintain initial AVS conditions was to sample the sediment with an Ekman grab, immediately store it in a jar without headspace, and freeze it as soon as possible. In a survey using seven different sediments, bioassay responses of A. aquaticus were correlated with SEM and AVS characteristics.


Assuntos
Monitoramento Ambiental/métodos , Sedimentos Geológicos/química , Metais Pesados/análise , Poluentes do Solo/análise , Manejo de Espécimes/métodos , Sulfetos/análise , Animais , Bioensaio/métodos , Água Doce , Invertebrados , Países Baixos , Volatilização
18.
Rhinology ; 45(1): 72-8, 2007 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-17432075

RESUMO

OBJECTIVES: Controlled hypotension is used to improve surgical conditions during microscopic and endoscopic sinus surgery. Several drug combinations are suitable to provide deep and predictable level of anaesthesia combined with an exact control of intraoperative blood pressure. However, only little is known about the relative importance of the level of hypnosis on the one hand and analgesia on the other hand. STUDY DESIGN: Prospective, randomized, patient and observer-blinded study. METHODS: All 100 consecutive patients received a balanced anaesthesia technique using desflurane and remifentanil. Anaesthesia was desflurane-accentuated with remifentanil-supplementation (DARS-group: 1 MAC desflurane; remifentanil: 0.2 microg x kg(-1) x min(-1)) or remifentanil-accentuated with desflurane-supplementation (RADS-group: desflurane: 0.5 MAC; remifentanil: 0.4 microg x kg(-1) x min(-1)). Administration of anaesthetics performed to maintain a sufficient level of anaesthesia and to keep mean arterial pressure between 60 and 70 mmHg (8-9.3 hPa). The attending ENT-surgeons were unaware of the type of anaesthesia and rated general surgical conditions and the dryness of the operating site on a visual analogue scale (0-10 cm) and on a verbal rating scale immediately after surgery. RESULTS: Blood pressure and heart rate was not different between the two groups. Dryness of the operating site was rated significantly better (p < 0.0001) in the DARS-group (median; 25th/75th-percentile: 2.0; 1.5-3.5 vs. RADS-group: 2.6; 2.0-4.0) but the overall rating of the surgical conditions did not differ between the groups (DARS-group: 2.0; 1.0-2.4 vs. RADS-group: 2.2; 1.5-3.2). Immediate postoperative recovery times were increased in the RADS-group, but there was no difference with respect to fit-for-discharge criteria one hour after surgery. CONCLUSION: Balanced anaesthesia using high dose of desflurane offers small but statistically significant advantages with respect to dryness of the operating site compared to an opioid-accentuated anaesthesia technique. However, since the opioid-accentuated anaesthetic group had a faster immediate recovery both techniques are equally effective for microscopic and endoscopic sinus surgery.


Assuntos
Anestésicos Combinados/administração & dosagem , Anestésicos Inalatórios/administração & dosagem , Anestésicos Intravenosos/administração & dosagem , Endoscopia/métodos , Isoflurano/análogos & derivados , Microcirurgia/métodos , Piperidinas/administração & dosagem , Sinusite/cirurgia , Adulto , Período de Recuperação da Anestesia , Perda Sanguínea Cirúrgica/prevenção & controle , Pressão Sanguínea/efeitos dos fármacos , Desflurano , Eletroencefalografia/efeitos dos fármacos , Feminino , Frequência Cardíaca/efeitos dos fármacos , Humanos , Hipotensão Controlada , Cuidados Intraoperatórios , Isoflurano/administração & dosagem , Masculino , Pessoa de Meia-Idade , Alta do Paciente , Estudos Prospectivos , Remifentanil , Método Simples-Cego
19.
J Neurol ; 253(2): 186-93, 2006 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-16044211

RESUMO

BACKGROUND: Parkinson's disease (PD) and Huntington's disease (HD) patients have difficulties executing sequential movements. Attention control and short-term memory probably play an important role in programming sequential movements. To investigate the contribution of these cognitive factors to programming and executing visuomotor sequences in HD and PD patients a computerized version of the Corsi Block Tapping-Test was employed. METHODS: the performance of 11 patients with early stage PD, 11 HD patients with borderline to mild caudate atrophy and 20 healthy subjects was compared. The task was a reaction time task where targets were illuminated in groups of sequences increasing from 2 items to 5 items. Subjects reproduced the sequence (pressing the illuminated target) in the same order of appearance. Reaction Times and movement times were recorded. RESULTS: PD patients had increasing difficulties in programming and executing series greater than three components. HD patients did not differ significantly from the controls, although they showed a tendency to lose accuracy in the longer series. Both patient groups did not differ in their attention span. CONCLUSIONS: In PD although the spatial information may be well stored, they have difficulty accessing it when their attention is overloaded, leading to poor encoding and slow information processing. This process interferes with programming and execution of movement sequences. HD patients in the early stages of the illness seem to have more attention resources than PD patients, so that they start to show more problems in executing visuomotor sequences with longer movement sequences than PD patients.


Assuntos
Atenção/fisiologia , Doença de Huntington/fisiopatologia , Memória de Curto Prazo/fisiologia , Movimento/fisiologia , Doença de Parkinson/fisiopatologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Análise de Variância , Estudos de Casos e Controles , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Testes Neuropsicológicos , Desempenho Psicomotor/fisiologia , Tempo de Reação/fisiologia , Fatores de Tempo
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