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1.
Bioinformatics ; 37(24): 4862-4864, 2021 12 11.
Artigo em Inglês | MEDLINE | ID: mdl-34128963

RESUMO

MOTIVATION: Nanopore sequencing technologies are rapidly gaining popularity, in part, due to the massive amounts of genomic data they produce in short periods of time (up to 8.5 TB of data in <72 h). To reduce the costs of transmission and storage, efficient compression methods for this type of data are needed. RESULTS: We introduce RENANO, a reference-based lossless data compressor specifically tailored to FASTQ files generated with nanopore sequencing technologies. RENANO improves on its predecessor ENANO, currently the state of the art, by providing a more efficient base call sequence compression component. Two compression algorithms are introduced, corresponding to the following scenarios: (1) a reference genome is available without cost to both the compressor and the decompressor and (2) the reference genome is available only on the compressor side, and a compacted version of the reference is included in the compressed file. We compare the compression performance of RENANO against ENANO on several publicly available nanopore datasets. RENANO improves the base call sequences compression of ENANO by 39.8% in scenario (1), and by 33.5% in scenario (2), on average, over all the datasets. As for total file compression, the average improvements are 12.7% and 10.6%, respectively. We also show that RENANO consistently outperforms the recent general-purpose genomic compressor Genozip. AVAILABILITY AND IMPLEMENTATION: RENANO is freely available for download at: https://github.com/guilledufort/RENANO. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Compressão de Dados , Nanoporos , Software , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Algoritmos , Compressão de Dados/métodos
2.
Epilepsy Behav ; 134: 108808, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35809503

RESUMO

BACKGROUND: We aimed to assess the risk of developing new-onset seizures or seizure decompensations in people with epilepsy (PWE) associated with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccines. METHODS: A retrospective observational study in a tertiary hospital was conducted. Clinical records of all patients attended because of seizures or epilepsy at outpatient clinics, emergency department, or admitted to our hospital from January to December 2021 were reviewed, including patients older than 16 years who received some dose of coronavirus disease 2019 (COVID-19) vaccines. RESULTS: A total of 418 vaccinated PWE were analyzed: 6.2% presented an increase in seizure frequency and 1% reported different seizure types during the next month after vaccination. However, 61.5% had another possible cause for this decompensation. Having monthly seizures (1-3/month) was the only associated risk factor (OR 4.9, p < 0.001) while being seizure free > 1 year had a protective role (OR 0.36, p = 0.019). Patients with epileptic encephalopathies or a history of COVID-19 infection were not at increased risk of seizure decompensation. Besides this, 15 patients presented new-onset seizures within the first month post-vaccination, mean time from vaccination 15 ±â€¯8 days, 67% after the second dose. Again, 53.3% had another possible trigger for seizures. Eight debuted with status epilepticus or cluster of seizures. CONCLUSIONS: A small proportion of PWE (6.2%) had an increase in seizure frequency after COVID-19 vaccination and 15 patients had new-onset seizures during the first month after vaccination, though another reason for seizure exacerbation was identified in 61.5% and 53.3%, respectively. Severe acute respiratory syndrome COVID-19 vaccines appear to have little impact on the generation or decompensation of seizures.


Assuntos
COVID-19 , Epilepsia , Vacinas contra COVID-19 , Humanos , Sistema de Registros , Estudos Retrospectivos , SARS-CoV-2 , Convulsões , Vacinação
3.
Pain Med ; 23(4): 707-732, 2022 04 08.
Artigo em Inglês | MEDLINE | ID: mdl-34633462

RESUMO

OBJECTIVE: The objective was to assess the effectiveness of neural mobilization (NM) techniques in the management of musculoskeletal neck disorders with nerve-related symptoms (MND-NRS). METHODS: We conducted a systematic review with meta-analysis, using pain intensity, disability, perceived function, cervical range of motion, and mechanosensitivity as the main outcome measures. RESULTS: The systematic review included 22 studies (n = 978). More favorable outcomes were observed for NM on pain intensity compared with control interventions (standardized mean differences (SMDs) -0.92; 95% CI -1.66-0.18), but not compared with other treatments (OTs) (SMD 1.06; 95% CI -0.02 to 2.15). Regarding neck pain intensity, no significant differences were found in favor of NM compared with OTs (SMD 0.37; 95% CI -0.35 to 1.1). However, between-treatment differences were found in favor of OT on arm-pain intensity (SMD 0.57; 95% CI 0.08-1.05). In addition, the grouped MA did not show statistically significant differences between NM and OT outcomes on the cervical range of motion (SMD 0.16; 95% CI -0.06 to 0.38). However, compared with no intervention, NM was associated with significantly improved outcomes in cervical rotation (SMD 0.91; 95% CI 0.61-1.22). Similar results were found regarding disability (SMD -0.08; 95% CI -0.36-0.20, and SMD -1.44; 95% CI -2.28-0.6, respectively). Finally, NM was associated with more favorable outcomes on mechanosensitivity compared with OT (SMD 0.79; 95% CI 0.15-1.42) and greater improvements in function compared with no intervention (SMD 0.89; 95% CI 0.16-1.62). CONCLUSIONS: NM appeared to be effective to improve overall pain intensity when embedded in a physiotherapy treatment in the management of MND-NRS. When compared with no intervention, it was effective to improve neck rotation, disability, and function. However, it was not superior to other types of treatments in improving overall pain intensity, neck pain intensity, arm pain intensity, cervical range of motion and disability, except for mechanosensitivity.


Assuntos
Doenças Musculoesqueléticas , Humanos , Pescoço , Cervicalgia/terapia , Modalidades de Fisioterapia , Amplitude de Movimento Articular
4.
Bioinformatics ; 36(16): 4506-4507, 2020 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-32470109

RESUMO

MOTIVATION: The amount of genomic data generated globally is seeing explosive growth, leading to increasing needs for processing, storage and transmission resources, which motivates the development of efficient compression tools for these data. Work so far has focused mainly on the compression of data generated by short-read technologies. However, nanopore sequencing technologies are rapidly gaining popularity due to the advantages offered by the large increase in the average size of the produced reads, the reduction in their cost and the portability of the sequencing technology. We present ENANO (Encoder for NANOpore), a novel lossless compression algorithm especially designed for nanopore sequencing FASTQ files. RESULTS: The main focus of ENANO is on the compression of the quality scores, as they dominate the size of the compressed file. ENANO offers two modes, Maximum Compression and Fast (default), which trade-off compression efficiency and speed. We tested ENANO, the current state-of-the-art compressor SPRING and the general compressor pigz on several publicly available nanopore datasets. The results show that the proposed algorithm consistently achieves the best compression performance (in both modes) on every considered nanopore dataset, with an average improvement over pigz and SPRING of >24.7% and 6.3%, respectively. In addition, in terms of encoding and decoding speeds, ENANO is 2.9× and 1.7× times faster than SPRING, respectively, with memory consumption up to 0.2 GB. AVAILABILITY AND IMPLEMENTATION: ENANO is freely available for download at: https://github.com/guilledufort/EnanoFASTQ. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Compressão de Dados , Nanoporos , Algoritmos , Sequenciamento de Nucleotídeos em Larga Escala , Análise de Sequência de DNA , Software
5.
Brain ; 143(10): 3089-3103, 2020 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-32645151

RESUMO

Since the appearance of the first case of coronavirus disease 2019 (COVID-19) a pandemic has emerged affecting millions of individuals worldwide. Although the main clinical manifestations are respiratory, an increase in neurological conditions, specifically acute cerebrovascular disease, has been detected. We present cerebrovascular disease case incidence in hospitalized patients with SARS-CoV-2 infection. Patients were confirmed by microbiological/serological testing, or on chest CT semiology. Available data on co-morbidity, laboratory parameters, treatment administered, neuroimaging, neuropathological studies and clinical evolution during hospitalization, measured by the modified Rankin scale, were analysed. A bivariate study was also designed to identify differences between ischaemic and haemorrhagic subtypes. A statistical model of binary logistic regression and sensitivity analysis was designed to study the influence of independent variables over prognosis. In our centre, there were 1683 admissions of patients with COVID-19 over 50 days, of which 23 (1.4%) developed cerebrovascular disease. Within this group of patients, cerebral and chest CT scans were performed in all cases, and MRI in six (26.1%). Histological samples were obtained in 6/23 cases (two brain biopsies, and four arterial thrombi). Seventeen patients were classified as cerebral ischaemia (73.9%, with two arterial dissections), five as intracerebral haemorrhage (21.7%), and one leukoencephalopathy of posterior reversible encephalopathy type. Haemorrhagic patients had higher ferritin levels at the time of stroke (1554.3 versus 519.2, P = 0.004). Ischaemic strokes were unexpectedly frequent in the vertebrobasilar territory (6/17, 35.3%). In the haemorrhagic group, a characteristic radiological pattern was identified showing subarachnoid haemorrhage, parieto-occipital leukoencephalopathy, microbleeds and single or multiple focal haematomas. Brain biopsies performed showed signs of thrombotic microangiopathy and endothelial injury, with no evidence of vasculitis or necrotizing encephalitis. The functional prognosis during the hospital period was unfavourable in 73.9% (17/23 modified Rankin scale 4-6), and age was the main predictive variable (odds ratio = 1.5; 95% confidence interval 1.012-2.225; P = 0.043). Our series shows cerebrovascular disease incidence of 1.4% in patients with COVID-19 with high morbidity and mortality. We describe pathological and radiological data consistent with thrombotic microangiopathy caused by endotheliopathy with a haemorrhagic predisposition.


Assuntos
Isquemia Encefálica/diagnóstico por imagem , Isquemia Encefálica/epidemiologia , Hemorragia Cerebral/diagnóstico por imagem , Hemorragia Cerebral/epidemiologia , Infecções por Coronavirus/diagnóstico por imagem , Infecções por Coronavirus/epidemiologia , Leucoencefalopatias/epidemiologia , Pneumonia Viral/diagnóstico por imagem , Pneumonia Viral/epidemiologia , Fatores Etários , Idoso , Betacoronavirus , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Isquemia Encefálica/patologia , COVID-19 , Hemorragia Cerebral/sangue , Hemorragia Cerebral/patologia , Comorbidade , Infecções por Coronavirus/sangue , Infecções por Coronavirus/patologia , Feminino , Ferritinas/sangue , Humanos , Incidência , Leucoencefalopatias/diagnóstico por imagem , Leucoencefalopatias/patologia , Imageamento por Ressonância Magnética , Masculino , Neuroimagem , Pandemias , Pneumonia Viral/sangue , Pneumonia Viral/patologia , SARS-CoV-2 , Espanha/epidemiologia , Tomografia Computadorizada por Raios X
6.
Proc Natl Acad Sci U S A ; 115(29): 7521-7526, 2018 07 17.
Artigo em Inglês | MEDLINE | ID: mdl-29959208

RESUMO

Biologists and social scientists have long tried to understand why some societies have more fluid and open interpersonal relationships and how those differences influence culture. This study measures relational mobility, a socioecological variable quantifying voluntary (high relational mobility) vs. fixed (low relational mobility) interpersonal relationships. We measure relational mobility in 39 societies and test whether it predicts social behavior. People in societies with higher relational mobility report more proactive interpersonal behaviors (e.g., self-disclosure and social support) and psychological tendencies that help them build and retain relationships (e.g., general trust, intimacy, self-esteem). Finally, we explore ecological factors that could explain relational mobility differences across societies. Relational mobility was lower in societies that practiced settled, interdependent subsistence styles, such as rice farming, and in societies that had stronger ecological and historical threats.


Assuntos
Agricultura , Comportamento Social , Mobilidade Social , Feminino , Humanos , Masculino
7.
Neurobiol Learn Mem ; 172: 107233, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32360730

RESUMO

Intellectual disability is a common feature in genetic disorders with enhanced RAS-ERK1/2 signaling, including neurofibromatosis type 1 (NF1) and Noonan syndrome (NS). Additional training trials and additional spacing between trials, respectively, restores memory deficits in animal models of NF1 and NS. However, the relationship between the underlying mechanisms in these strategies remain obscure. Here, we developed an approach to examine the effect of adding training trials or spacing to a weak training protocol and used genetic and behavioral manipulations in Drosophila to explore such question. We found that repetition and spacing effects are highly related, being equally effective to improve memory in control flies and sharing mechanistic bases, including the requirement of RAS activity in mushroom body neurons and protein synthesis dependence. After spacing or repeating learning trials, memory improvement depends on the formation of long-term memory (LTM). Moreover, a disease-related gain-of-function RasV152G allele impaired LTM. Using minimal training protocols, we established that both learning strategies were also equally effective for memory rescue in the RasV152G mutant and showed non-additive interaction of the spacing and repetition effects. Memory improvement was never detected after Ras inhibition. We conclude that memory improvement by spacing or repeating training trials are two ways of using the same molecular resources, including RAS-ERK1/2-dependent signaling. This evidence supports the concept that learning problems in RAS-related disorders depend on the impaired ability to exploit the repetition and the spacing effect required for long-term memory induction.


Assuntos
Aprendizagem/fisiologia , Sistema de Sinalização das MAP Quinases , Memória de Longo Prazo/fisiologia , Neurônios/fisiologia , Animais , Comportamento Animal , Drosophila , Proteínas de Drosophila/metabolismo , Corpos Pedunculados/fisiologia , Proteínas ras/metabolismo
8.
Psychol Sci ; 31(10): 1236-1244, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32915703

RESUMO

It has become increasingly clear that COVID-19 is transmitted between individuals. It stands to reason that the spread of the virus depends on sociocultural ecologies that facilitate or inhibit social contact. In particular, the community-level tendency to engage with strangers and freely choose friends, called relational mobility, creates increased opportunities to interact with a larger and more variable range of other people. It may therefore be associated with a faster spread of infectious diseases, including COVID-19. Here, we tested this possibility by analyzing growth curves of confirmed cases of and deaths due to COVID-19 in the first 30 days of the outbreaks in 39 countries. We found that growth was significantly accelerated as a function of a country-wise measure of relational mobility. This relationship was robust either with or without a set of control variables, including demographic variables, reporting bias, testing availability, and cultural dimensions of individualism, tightness, and government efficiency. Policy implications are also discussed.


Assuntos
Infecções por Coronavirus/epidemiologia , Infecções por Coronavirus/transmissão , Modelos Biológicos , Pneumonia Viral/epidemiologia , Pneumonia Viral/transmissão , Comportamento Social , Vacina BCG , Betacoronavirus , COVID-19 , Infecções por Coronavirus/prevenção & controle , Comparação Transcultural , Humanos , Internacionalidade , Pandemias/prevenção & controle , Pneumonia Viral/prevenção & controle , Saúde Pública/legislação & jurisprudência , SARS-CoV-2 , Vacinação/estatística & dados numéricos
9.
Epilepsy Behav ; 112: 107396, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32911299

RESUMO

BACKGROUND: The aim of this study was to have a better understanding of the influence of the coronavirus disease 2019 (COVID-19) pandemic in people with epilepsy (PWE) and to assess whether there have been changes in seizure control during the current COVID-19 outbreak, exploring the possible causes thereof. METHODS: This is an observational, retrospective study based on prospective data collection of 100 successive patients who attended an epilepsy outpatient clinic either face-to-face or telephonically during the months of the COVID-19 outbreak and national state of emergency. RESULTS: One hundred patients were included, 52% women, mean age 42.4 years. During the COVID-19 period, 27% of the patients presented an increase of >50% of seizure frequency. An increase of stress/anxiety (odds ratios (OR): 5.78; p = 0.008) and a prior higher seizure frequency (OR: 12.4; p = 0.001) were associated with worsening of seizures. Other risk factors were exacerbation of depression, sleep deprivation, less physical activity, and history of epilepsy surgery. Three patients had status epilepticus (SE) and one a cluster of seizures. Likewise, 9% of patients improved their seizure control. Reduction in stress/anxiety (OR: 0.05; p = 0.03) and recent adjustment of antiepileptics (OR: 0.07; p = 0.01) acted as protecting factors. CONCLUSIONS: A high proportion of PWE suffered a significant worsening of their seizure control during the months of the COVID-19 pandemic. Emotional distress due to home confinement was the main factor for the change in seizure control. Promoting physical activity and adequate sleep may minimize the potential impact of the pandemic in PWE. Ensuring correct follow-up can prevent decompensation in those PWE at high risk.


Assuntos
Anticonvulsivantes/uso terapêutico , Ansiedade/fisiopatologia , Infecções por Coronavirus , Epilepsia/fisiopatologia , Pandemias , Pneumonia Viral , Estresse Psicológico/fisiopatologia , Adolescente , Adulto , Ansiedade/psicologia , Betacoronavirus , COVID-19 , Depressão/fisiopatologia , Depressão/psicologia , Progressão da Doença , Epilepsia/tratamento farmacológico , Epilepsia/psicologia , Exercício Físico , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Recidiva , Sistema de Registros , Estudos Retrospectivos , Fatores de Risco , SARS-CoV-2 , Convulsões/fisiopatologia , Privação do Sono/fisiopatologia , Espanha , Estado Epiléptico/fisiopatologia , Estresse Psicológico/psicologia
10.
Proc Natl Acad Sci U S A ; 114(37): 9864-9869, 2017 09 12.
Artigo em Inglês | MEDLINE | ID: mdl-28847957

RESUMO

ATP-dependent proteases translocate proteins through a narrow pore for their controlled destruction. However, how a protein substrate containing a knotted topology affects this process remains unknown. Here, we characterized the effects of the trefoil-knotted protein MJ0366 from Methanocaldococcus jannaschii on the operation of the ClpXP protease from Escherichia coli ClpXP completely degrades MJ0366 when pulling from the C-terminal ssrA-tag. However, when a GFP moiety is appended to the N terminus of MJ0366, ClpXP releases intact GFP with a 47-residue tail. The extended length of this tail suggests that ClpXP tightens the trefoil knot against GFP, which prevents GFP unfolding. Interestingly, if the linker between the knot core of MJ0366 and GFP is longer than 36 residues, ClpXP tightens and translocates the knot before it reaches GFP, enabling the complete unfolding and degradation of the substrate. These observations suggest that a knot-induced stall during degradation of multidomain proteins by AAA proteases may constitute a novel mechanism to produce partially degraded products with potentially new functions.


Assuntos
Endopeptidase Clp/metabolismo , Proteínas de Homeodomínio/metabolismo , Methanocaldococcus/genética , Dobramento de Proteína , Proteólise , Proteínas de Fluorescência Verde/genética , Transporte Proteico/fisiologia , Desdobramento de Proteína , Termodinâmica
11.
J Neurosci ; 37(19): 4992-5007, 2017 05 10.
Artigo em Inglês | MEDLINE | ID: mdl-28432141

RESUMO

In contrast to trials of training without intervals (massed training), training trials spaced over time (spaced training) induce a more persistent memory identified as long-term memory (LTM). This phenomenon, known as the spacing effect for memory, is poorly understood. LTM is supported by structural synaptic plasticity; however, how synapses integrate spaced stimuli remains elusive. Here, we analyzed events of structural synaptic plasticity at the single-synapse level after distinct patterns of stimulation in motoneurons of Drosophila We found that the spacing effect is a phenomenon detected at synaptic level, which determines the specificity and the precision in structural synaptic plasticity. Whereas a single pulse of stimulation (massed) induced structural synaptic plasticity, the same amount of stimulation divided in three spaced stimuli completely prevented it. This inhibitory effect was determined by the length of the interstimulus intervals. The inhibitory effect of the spacing was lost by suppressing the activity of Ras or mitogen-activated protein kinase, whereas the overexpression of Ras-WT enhanced it. Moreover, dividing the same total time of stimulation into five or more stimuli produced a higher precision in the number of events of plasticity. Ras mutations associated with intellectual disability abolished the spacing effect and led neurons to decode distinct stimulation patterns as massed stimulation. This evidence suggests that the spacing effect for memory may result from the effect of the spacing in synaptic plasticity, which appears to be a property not limited to neurons involved in learning and memory. We propose a model of spacing-dependent structural synaptic plasticity.SIGNIFICANCE STATEMENT Long-term memory (LTM) induced by repeated trials spaced over time is known as the spacing effect, a common property in the animal kingdom. Altered mechanisms in the spacing effect have been found in animal models of disorders with intellectual disability, such as Noonan syndrome. Although LTM is sustained by structural synaptic plasticity, how synapses integrate spaced stimuli and decode them into specific plastic changes remains elusive. Here, we show that the spacing effect is a phenomenon detected at the synaptic level, which determines the properties of the response in structural plasticity, including precision of such response. Whereas suppressing or enhancing Ras/mitogen-activated protein kinase signaling changed how synapses decode a pattern of stimuli, a disease-related Ras allele abolished the spacing effect for plastic changes.


Assuntos
Potenciação de Longa Duração/fisiologia , Memória/fisiologia , Neurônios Motores/fisiologia , Inibição Neural/fisiologia , Junção Neuromuscular/fisiologia , Transmissão Sináptica/fisiologia , Animais , Drosophila , Estimulação Elétrica , Feminino , Masculino
12.
Neurosurg Rev ; 41(4): 969-981, 2018 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-28352945

RESUMO

Shunt overdrainage in patients with hydrocephalus still represents a challenge for neurosurgeons, in part due to the lack of agreement or uniformity concerning the entity. Important problems exist relating to the real incidence of the entity, its definition, classification, and the pathophysiological theories behind the various treatment strategies proposed. Recent reports have suggested that the evidence about overdrainage and its consequences is not so robust as presumed. Consequently, the topic requires more detailed examination. In this review, we comment on all the main facets related with shunt overdrainage.


Assuntos
Drenagem/efeitos adversos , Hidrocefalia/complicações , Hidrocefalia/terapia , Derivação Ventriculoperitoneal/efeitos adversos , Derivação Ventriculoperitoneal/história , História do Século XX , História do Século XXI , Humanos , Neurocirurgiões , Síndrome do Ventrículo Colabado/etiologia , Síndrome do Ventrículo Colabado/terapia
13.
Sensors (Basel) ; 18(8)2018 Aug 07.
Artigo em Inglês | MEDLINE | ID: mdl-30087258

RESUMO

Neck injuries and the related pain have a high prevalence and represent an important health problem. To properly diagnose and treat them, practitioners need an accurate system for measuring Cervical Range Of Motion (CROM). This article describes the development and validation of an inexpensive, small (4 cm × 4 cm × 8 cm), light (< 200 g) and easy to use solution for measuring CROM using wearable inertial sensors. The proposed solution has been designed with the clinical practice in mind, after consulting with practitioners. It is composed of: (a) two wearable wireless MEMS-based inertial devices, (b) a recording and report generation software application and (c) a measurement protocol for assessing CROM. The solution provides accurate (none of our results is outside the ROM ranges when compared with previously published results based on an optical tracking device) and reliable measurements (ICC = 0.93 for interrater reliability when compared with an optical tracking device and ICC > 0.90 for test-retest reliability), surpassing the popular CROM instrument's capabilities and precision. It also fulfills the needs for clinical practice attending to effectiveness, efficiency (4 min from setup to final report) and user's satisfaction (as reported by practitioners). The solution has been certified for mass-production and use in medical environments.

14.
Sensors (Basel) ; 19(1)2018 Dec 20.
Artigo em Inglês | MEDLINE | ID: mdl-30577455

RESUMO

Applying people detectors to unseen data is challenging since patterns distributions, such as viewpoints, motion, poses, backgrounds, occlusions and people sizes, may significantly differ from the ones of the training dataset. In this paper, we propose a coarse-to-fine framework to adapt frame by frame people detectors during runtime classification, without requiring any additional manually labeled ground truth apart from the offline training of the detection model. Such adaptation make use of multiple detectors mutual information, i.e., similarities and dissimilarities of detectors estimated and agreed by pair-wise correlating their outputs. Globally, the proposed adaptation discriminates between relevant instants in a video sequence, i.e., identifies the representative frames for an adaptation of the system. Locally, the proposed adaptation identifies the best configuration (i.e., detection threshold) of each detector under analysis, maximizing the mutual information to obtain the detection threshold of each detector. The proposed coarse-to-fine approach does not require training the detectors for each new scenario and uses standard people detector outputs, i.e., bounding boxes. The experimental results demonstrate that the proposed approach outperforms state-of-the-art detectors whose optimal threshold configurations are previously determined and fixed from offline training data.


Assuntos
Técnicas Biossensoriais/métodos , Processamento de Imagem Assistida por Computador/métodos , Algoritmos , Humanos
15.
Sensors (Basel) ; 18(12)2018 Dec 11.
Artigo em Inglês | MEDLINE | ID: mdl-30544980

RESUMO

Finding optimal parametrizations for people detectors is a complicated task due to the large number of parameters and the high variability of application scenarios. In this paper, we propose a framework to adapt and improve any detector automatically in multi-camera scenarios where people are observed from various viewpoints. By accurately transferring detector results between camera viewpoints and by self-correlating these transferred results, the best configuration (in this paper, the detection threshold) for each detector-viewpoint pair is identified online without requiring any additional manually-labeled ground truth apart from the offline training of the detection model. Such a configuration consists of establishing the confidence detection threshold present in every people detector, which is a critical parameter affecting detection performance. The experimental results demonstrate that the proposed framework improves the performance of four different state-of-the-art detectors (DPM , ACF, faster R-CNN, and YOLO9000) whose Optimal Fixed Thresholds (OFTs) have been determined and fixed during training time using standard datasets.

16.
Exp Mol Pathol ; 102(3): 505-514, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-28533125

RESUMO

Due to the limited data on diabetic ketoacidosis and brain edema (DKA/BE) in children/adolescents and the lack of recent data on adults with type 1 diabetes (T1D), we addressed the question of whether neuroinflammation was present in the fatal DKA of adults. We performed immunohistochemistry (IHC) studies on the brains of two young adults with T1D and fatal DKA and compared them with two teenagers with poorly controlled diabetes and fatal DKA. C5b-9, the membrane attack complex (MAC) had significantly greater deposits in the grey and white matter of the teenagers than the young adults (p=0.03). CD59, a MAC assembly inhibitory protein was absent, possibly suppressed by the hyperglycemia in the teenagers but was expressed in the young adults despite comparable average levels of hyperglycemia. The receptor for advanced glycation end products (RAGE) had an average expression in the young adults significantly greater than in the teenagers (p=0.02). The autophagy marker Light Chain 3 (LC3) A/B was the predominant form of programmed cell death (PCD) in the teenage brains. The young adults had high expressions of both LC3A/B and TUNEL, an apoptotic cell marker for DNA fragmentation. BE was present in the newly diagnosed young adult with hyperglycemic hyperosmolar DKA and also in the two teenagers. Our data indicate that significant differences in neuroinflammatory components, initiated by the dysregulation of DKA and interrelated metabolic and immunologic milieu, are likely present in the brains of fatal DKA of teenagers when compared with young adults.


Assuntos
Biomarcadores/metabolismo , Diabetes Mellitus Tipo 1/genética , Cetoacidose Diabética/genética , Inflamação Neurogênica/genética , Adolescente , Adulto , Autofagia , Encéfalo/fisiopatologia , Edema Encefálico/diagnóstico , Edema Encefálico/etiologia , Edema Encefálico/genética , Antígenos CD59/genética , Antígenos CD59/metabolismo , Fragmentação do DNA , Diabetes Mellitus Tipo 1/complicações , Cetoacidose Diabética/complicações , Regulação da Expressão Gênica , Humanos , Imuno-Histoquímica , Marcação In Situ das Extremidades Cortadas , Mediadores da Inflamação/metabolismo , Proteínas Associadas aos Microtúbulos/genética , Proteínas Associadas aos Microtúbulos/metabolismo , Inflamação Neurogênica/etiologia , Adulto Jovem
17.
Int J Mol Sci ; 18(3)2017 Mar 17.
Artigo em Inglês | MEDLINE | ID: mdl-28304363

RESUMO

Given the wide difference in price per vial between various presentations of hyaluronic acid, this study seeks to compare the effectiveness and treatment cost of stabilized hyaluronic acid (NASHA) in a single injection with standard preparations of hyaluronic acid (HA) in five injections in osteoarthritis (OA) of the knee. Fifty-four patients with knee osteoarthritis (Kellgren-Lawrence Grade II and III) and the Western Ontario and McMaster Universities Arthritis Index (WOMAC) pain score greater than 7, with a homogeneous distribution of age, sex, BMI, and duration of disease, were included in this study. Patients were randomized into two groups: Group I was treated with NASHA (Durolane®) and Group II with HA (Go-ON®). Patient's evolution was followed up at the 1st, 2nd, 4th, 8th, 12th, and 26th week after treatment. A statistically significant improvement in WOMAC score was observed for patients treated with NASHA versus those who received HA at Week 26. In addition, the need for analgesia was significantly reduced at Week 26 in the NASHA-treated group. Finally, the economic analysis showed an increased cost of overall treatment with HA injections. Our data support the use of the NASHA class of products in the treatment of knee OA.


Assuntos
Custos de Cuidados de Saúde , Ácido Hialurônico/administração & dosagem , Osteoartrite do Joelho/tratamento farmacológico , Viscossuplementação/economia , Adulto , Idoso , Feminino , Humanos , Ácido Hialurônico/economia , Injeções Intra-Articulares/economia , Masculino , Pessoa de Meia-Idade , Osteoartrite do Joelho/economia , Distribuição Aleatória , Viscossuplementação/métodos
18.
Neurocirugia (Astur) ; 28(4): 159-166, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28237772

RESUMO

BACKGROUND: Improved shunt survival and a better understanding of factors related to failure in paediatric hydrocephalus still pose a challenge for neurosurgeons, in order to avoid morbidity and mortality, as well as the economic impact of repeated revision surgeries. For these reasons, an analysis is performed on the factors related to the first shunt failure in the long-term follow-up of a series in a single centre. METHODS: A retrospective review was conducted on 166 hydrocephalic paediatric patients shunted for the first time between 2000 and 2014. An analysis was made of the statistical relationships between first shunt failure and the demographic, aetiological, surgical and clinical variables. RESULTS: Of the 166 shunts implanted in our centre during the study period, 111 required revision over a mean follow-up period of 93 months. Factors significantly related to failure were post-haemorrhagic and post-infectious hydrocephalus, meningitis episode, posterior burr hole, differential pressure valve, standard catheter in first surgery, and symptomatic over-drainage. Multivariable analysis showed that previous meningitis and symptomatic over-drainage were risk factors for shunt failure, whereas frontal burr hole location and antibiotic-impregnated catheters were protective factors. Cox regression determined that independent factors significantly related to a worse shunt survival, were shunt infection and symptomatic over-drainage. CONCLUSIONS: Meningitis, symptomatic over-drainage, frontal burr hole, and antibiotic impregnated catheters are significant prognostic factors for shunt survival. Shunt infection and symptomatic over-drainage are independent factors significantly related to a shorter shunt survival. Prospective, randomised, controlled trials are required to validate these results.


Assuntos
Derivações do Líquido Cefalorraquidiano , Falha de Equipamento , Hidrocefalia/cirurgia , Adolescente , Antibioticoprofilaxia/métodos , Derivações do Líquido Cefalorraquidiano/efeitos adversos , Criança , Pré-Escolar , Desenho de Equipamento , Feminino , Humanos , Hidrocefalia/complicações , Hidrodinâmica , Lactente , Recém-Nascido , Masculino , Meningite/complicações , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Complicações Pós-Operatórias/prevenção & controle , Modelos de Riscos Proporcionais , Infecções Relacionadas à Prótese/epidemiologia , Infecções Relacionadas à Prótese/etiologia , Infecções Relacionadas à Prótese/prevenção & controle , Reoperação , Estudos Retrospectivos , Fatores de Risco , Derivação Ventriculoperitoneal/efeitos adversos
19.
Childs Nerv Syst ; 32(12): 2377-2385, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27492389

RESUMO

PURPOSE: Surgical outcome after shunt insertion in pediatric hydrocephalus can vary greatly. Although first shunt survival rates and complications have been studied by several teams, much less is known about survival and complications of subsequent systems. The goals of this study were to evaluate the surgical outcome in a series of pediatric patients followed for a long time and establish the differences between first and subsequent extracranial shunt survival and complications. METHODS: We undertook a retrospective study in pediatric patients treated with ventriculoperitoneal shunts between 2000 and 2015 at our institution. Surgical outcome was assessed, and different shunt survival curves were studied with Kaplan-Meier. Complications related to each shunt failure were examined and compared. RESULTS: A total of 166 patients underwent 425 procedures, with a mean follow-up period of 93 months. The median number of shunt revision surgeries was 2. Shunt survival rates were better with the first shunt compared to those with the subsequent shunts. The main complication necessitating system revision surgery was overdrainage, the frequency of proximal and distal dysfunctions was similar in all the shunt failures, and isolated ventricle and infection were more frequent in younger patients. Shunt-related infections accounted for 7 % of the procedures, and the shunt independence rate was 10 %. CONCLUSIONS: The frequency of complications related to shunt failure in pediatric patients changes during follow-up. A strict protocol of overdrainage detection and active treatment could explain the need for repeat surgeries and the progressively shorter shunt survival time in our series.


Assuntos
Falha de Equipamento/estatística & dados numéricos , Derivação Ventriculoperitoneal/efeitos adversos , Adolescente , Criança , Pré-Escolar , Feminino , Seguimentos , Humanos , Hidrocefalia/cirurgia , Lactente , Masculino , Reoperação/estatística & dados numéricos , Estudos Retrospectivos , Resultado do Tratamento
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