Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 125
Filtrar
Más filtros

Bases de datos
Tipo del documento
Intervalo de año de publicación
1.
Mol Cell ; 71(2): 306-318.e7, 2018 07 19.
Artículo en Inglés | MEDLINE | ID: mdl-30017583

RESUMEN

DNA N6-methyladenine (6mA) modification is the most prevalent DNA modification in prokaryotes, but whether it exists in human cells and whether it plays a role in human diseases remain enigmatic. Here, we showed that 6mA is extensively present in the human genome, and we cataloged 881,240 6mA sites accounting for ∼0.051% of the total adenines. [G/C]AGG[C/T] was the most significantly associated motif with 6mA modification. 6mA sites were enriched in the coding regions and mark actively transcribed genes in human cells. DNA 6mA and N6-demethyladenine modification in the human genome were mediated by methyltransferase N6AMT1 and demethylase ALKBH1, respectively. The abundance of 6mA was significantly lower in cancers, accompanied by decreased N6AMT1 and increased ALKBH1 levels, and downregulation of 6mA modification levels promoted tumorigenesis. Collectively, our results demonstrate that DNA 6mA modification is extensively present in human cells and the decrease of genomic DNA 6mA promotes human tumorigenesis.


Asunto(s)
Adenina/análogos & derivados , Histona H2a Dioxigenasa, Homólogo 1 de AlkB/metabolismo , Genoma Humano , Metiltransferasa de ADN de Sitio Específico (Adenina Especifica)/metabolismo , Adenina/metabolismo , Histona H2a Dioxigenasa, Homólogo 1 de AlkB/genética , Animales , Carcinogénesis/genética , ADN/genética , Metilación de ADN , Xenoinjertos , Humanos , Ratones , Ratones Desnudos , Metiltransferasa de ADN de Sitio Específico (Adenina Especifica)/genética
2.
J Org Chem ; 89(17): 12533-12539, 2024 Sep 06.
Artículo en Inglés | MEDLINE | ID: mdl-39166869

RESUMEN

With the combination of the N-heterocyclic carbene-PdCl2-1-methylimidazole complex and Cu2O, we succeeded in the first example of double direct C-H bond arylation reactions between thiophenes and aryl chlorides, giving the desired 2,5-diarylated thiophenes in moderate to high yields under suitable conditions, consistent with the density functional theory calculations.

3.
Ann Noninvasive Electrocardiol ; 28(5): e13072, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-37530078

RESUMEN

BACKGROUND: Concealed accessory pathway (AP) may cause atrial ventricular reentrant tachycardia impacting the health of patients. However, it is asymptomatic and undetectable during sinus rhythm. METHODS: To detect concealed AP with electrocardiography (ECG) images, we collected normal sinus rhythmic ECG images of concealed AP patients and healthy subjects. All ECG images were randomly allocated to the training and testing datasets, and were used to train and test six popular convolutional neural networks from ImageNet pre-training and random initialization, respectively. RESULTS: We screened 152 ECG recordings in concealed AP group and 600 ECG recordings in control group. There were no statistically significant differences in ECG characteristics between control group and concealed AP group in terms of PR interval and QRS interval. However, the QT interval and QTc were slightly higher in control group than in concealed AP group. In the testing set, ResNet26, SE-ResNet50, MobileNetV3_large_100, and DenseNet169 achieved a sensitivity rate more than 87.0% with a specificity rate above 98.0%. And models trained from random initialization showed similar performance and convergence with models trained from ImageNet pre-training. CONCLUSION: Our study suggests that deep learning could be an effective way to predict concealed AP with normal sinus rhythmic ECG images. And our results might encourage people to rethink the possibility of training from random initialization on ECG image tasks.


Asunto(s)
Fascículo Atrioventricular Accesorio , Aprendizaje Profundo , Taquicardia Supraventricular , Taquicardia Ventricular , Humanos , Electrocardiografía/métodos , Fascículo Atrioventricular Accesorio/diagnóstico , Arritmias Cardíacas
4.
Int J Hyperthermia ; 39(1): 379-389, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35188057

RESUMEN

PURPOSE: Thermal ablation (TA) is a minimally invasive treatment method for symptomatic benign thyroid nodules (BTNs). This study aimed to evaluate the value of TA by comparing the efficacy, safety, and patient satisfaction with conventional/open thyroidectomy (ConT) and endoscopic thyroidectomy (ET) for symptomatic BTNs. METHODS: Patients with symptomatic BTNs who underwent ConT, ET, or TA therapy between January 2018 and January 2020 were included. Pre-operation data of the two comparisons (TA vs. ConT and TA vs. ET) was balanced using propensity score matching. The technique efficacy (volume reduction ratio ≥50%), nodule disappearance, and regrowth rate were calculated after ablation. The operation and hospitalization time, medical cost, complications, post-operative symptoms, and cosmetic scores were recorded and compared. Patient satisfaction was evaluated using a telephone survey. RESULTS: After a median 19-month follow-up (range, 12-36 months), the technique efficacy rate, nodule disappearance, and regrowth rate were 93.2% (119/129), 6.8% (10/129), and 0.8% (1/129), respectively. Operation time, hospitalization time, and medical costs were less for patients in the TA group than for patients in the ConT and ET groups (all p < 0.001). The incidence of complications, post-operative symptoms, cosmetic scores, and overall satisfaction were not significantly different among groups (all p > 0.05). Post-operative hypothyroidism was less frequent in the TA group than in the ConT and ET groups (all p < 0.05). CONCLUSIONS: Compared to ConT and ET, TA has comparable efficacy, safety, and patient satisfaction and exhibits greater protection of thyroid function for the treatment of symptomatic BTNs.


Asunto(s)
Ablación por Radiofrecuencia , Nódulo Tiroideo , Humanos , Satisfacción del Paciente , Ablación por Radiofrecuencia/métodos , Estudios Retrospectivos , Nódulo Tiroideo/epidemiología , Nódulo Tiroideo/cirugía , Tiroidectomía/métodos , Resultado del Tratamiento
5.
Zhonghua Nan Ke Xue ; 28(5): 415-421, 2022 May.
Artículo en Zh | MEDLINE | ID: mdl-37477480

RESUMEN

OBJECTIVE: To evaluate the efficacy and safety of black tomato concentrate (BTC), which is rich in polyphenols, in the treatment of ED. METHODS: We conducted a prospective randomized open clinical study of 150 ED patients from December 2018 to February 2020, and treated the them with placebo (n = 50), BTC (n = 50) and Compound Xuanju Capsules (CXC) (n = 50), respectively, all for 8 weeks. Before and at 4 and 8 weeks after treatment, we obtained the scores of the patients on IIEF-5, Erection Hardness Score (EHS), Sexual Encounter Profile (SEP-2,3) and General Assessment Questionnaire (GAQ-1,2), related biochemical indexes and the T level, followed by comparison among the three groups. RESULTS: Totally, 120 of the patients completed the clinical trial, 37 in the placebo, 43 in the BTC and 40 in the CXC group. There were no statistically significant differences among the placebo, BTC and CXC groups in the baseline scores on IIEF-5 (12.03 �� 3.50 vs 11.70 �� 3.80 vs 11.42 �� 3.82), EHS, and SEP-2,3 (P > 0.05). At 8 weeks after treatment, the patients in the BTC group showed significant improvement in IIEF-5 (15.67 �� 3.63), EHS, SEP-2,3 and GAQ-1 positive response compared with those in the placebo group (P < 0.05) and similar improvement to that in the CXC group in IIEF-5 (15.67 �� 3.63 vs 15.65 �� 3.87), EHS, SEP-2,3 and GAQ-1,2 (P > 0.05). No statistically significant differences were observed in the incidence of adverse reactions among the placebo, BTC and CXC groups (4.7% vs 2.7% vs 5.0%, P > 0.05), and the symptoms were significantly relieved in the BTC group after change of the administration time to after meal. CONCLUSION: Black tomato concentrate is comparable to Compound Xuanju Capsules and better than placebo (P < 0.05) in improving the IIEF-5, EHS and SEP-2,3 scores of ED patients. And, with a high safety, it can be used as an alternative treatment of ED.


Asunto(s)
Disfunción Eréctil , Solanum lycopersicum , Masculino , Humanos , Disfunción Eréctil/tratamiento farmacológico , Disfunción Eréctil/etiología , Erección Peniana , Cápsulas/uso terapéutico , Estudios Prospectivos , Resultado del Tratamiento , Método Doble Ciego
6.
J Clin Microbiol ; 59(8): e0007921, 2021 07 19.
Artículo en Inglés | MEDLINE | ID: mdl-33952598

RESUMEN

While China experienced a peak and decline in coronavirus disease 2019 (COVID-19) cases at the start of 2020, regional outbreaks continuously emerged in subsequent months. Resurgences of COVID-19 have also been observed in many other countries. In Guangzhou, China, a small outbreak, involving less than 100 residents, emerged in March and April 2020, and comprehensive and near-real-time genomic surveillance of SARS-CoV-2 was conducted. When the numbers of confirmed cases among overseas travelers increased, public health measures were enhanced by shifting from self-quarantine to central quarantine and SARS-CoV-2 testing for all overseas travelers. In an analysis of 109 imported cases, we found diverse viral variants distributed in the global viral phylogeny, which were frequently shared within households but not among passengers on the same flight. In contrast to the viral diversity of imported cases, local transmission was predominately attributed to two specific variants imported from Africa, including local cases that reported no direct or indirect contact with imported cases. The introduction events of the virus were identified or deduced before the enhanced measures were taken. These results show the interventions were effective in containing the spread of SARS-CoV-2, and they rule out the possibility of cryptic transmission of viral variants from the first wave in January and February 2020. Our study provides evidence and emphasizes the importance of controls for overseas travelers in the context of the pandemic and exemplifies how viral genomic data can facilitate COVID-19 surveillance and inform public health mitigation strategies.


Asunto(s)
COVID-19 , SARS-CoV-2 , África , Prueba de COVID-19 , China/epidemiología , Genómica , Humanos
7.
Int J Legal Med ; 135(5): 1685-1693, 2021 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-33950286

RESUMEN

The MinION nanopore sequencing device (Oxford Nanopore Technologies, Oxford, UK) is the smallest commercially available sequencer and can be used outside of conventional laboratories. The use of the MinION for forensic applications, however, is hindered by the high error rate of nanopore sequencing. One approach to solving this problem is to identify forensic genetic markers that can consistently be typed correctly based on nanopore sequencing. In this pilot study, we explored the use of nanopore sequencing for single nucleotide polymorphism (SNP) and short tandem repeat (STR) profiling using Verogen's (San Diego, CA, USA) ForenSeq DNA Signature Prep Kit. Thirty single-contributor samples and DNA standard material 2800 M were genotyped using the Illumina (San Diego, CA, USA) MiSeq FGx and MinION (with R9.4.1 flow cells) devices. With an optimized cutoff for allelic imbalance, all 94 identity-informative SNP loci could be genotyped reliably using the MinION device, with an overall accuracy of 99.958% (1 error among 2926 genotypes). STR typing was notably error prone, and its accuracy was locus dependent. We developed a custom-made bioinformatics workflow, and finally selected 13 autosomal STRs, 14 Y-STRs, and 4 X-STRs showing high consistency between nanopore and Illumina sequencing among the tested samples. These SNP and STR loci could be candidates for panel design for forensic analysis based on nanopore sequencing.


Asunto(s)
Técnicas de Genotipaje , Repeticiones de Microsatélite , Secuenciación de Nanoporos/métodos , Polimorfismo de Nucleótido Simple , Análisis de Secuencia de ADN/métodos , Marcadores Genéticos , Humanos , Proyectos Piloto
8.
Nature ; 524(7563): 93-6, 2015 Aug 06.
Artículo en Inglés | MEDLINE | ID: mdl-25970247

RESUMEN

A novel Ebola virus (EBOV) first identified in March 2014 has infected more than 25,000 people in West Africa, resulting in more than 10,000 deaths. Preliminary analyses of genome sequences of 81 EBOV collected from March to June 2014 from Guinea and Sierra Leone suggest that the 2014 EBOV originated from an independent transmission event from its natural reservoir followed by sustained human-to-human infections. It has been reported that the EBOV genome variation might have an effect on the efficacy of sequence-based virus detection and candidate therapeutics. However, only limited viral information has been available since July 2014, when the outbreak entered a rapid growth phase. Here we describe 175 full-length EBOV genome sequences from five severely stricken districts in Sierra Leone from 28 September to 11 November 2014. We found that the 2014 EBOV has become more phylogenetically and genetically diverse from July to November 2014, characterized by the emergence of multiple novel lineages. The substitution rate for the 2014 EBOV was estimated to be 1.23 × 10(-3) substitutions per site per year (95% highest posterior density interval, 1.04 × 10(-3) to 1.41 × 10(-3) substitutions per site per year), approximating to that observed between previous EBOV outbreaks. The sharp increase in genetic diversity of the 2014 EBOV warrants extensive EBOV surveillance in Sierra Leone, Guinea and Liberia to better understand the viral evolution and transmission dynamics of the ongoing outbreak. These data will facilitate the international efforts to develop vaccines and therapeutics.


Asunto(s)
Ebolavirus/genética , Evolución Molecular , Variación Genética/genética , Fiebre Hemorrágica Ebola/epidemiología , Fiebre Hemorrágica Ebola/virología , Secuencia de Bases , Brotes de Enfermedades/estadística & datos numéricos , Ebolavirus/aislamiento & purificación , Monitoreo Epidemiológico , Genoma Viral/genética , Fiebre Hemorrágica Ebola/transmisión , Humanos , Epidemiología Molecular , Tasa de Mutación , Filogenia , Filogeografía , Sierra Leona/epidemiología
9.
Cereb Cortex ; 30(5): 3074-3086, 2020 05 14.
Artículo en Inglés | MEDLINE | ID: mdl-31800015

RESUMEN

Recent work suggests an important role for cortical-subcortical networks in seizure-related loss of consciousness. Temporal lobe seizures disrupt subcortical arousal systems, which may lead to depressed cortical function and loss of consciousness. Extracellular recordings show ictal neocortical slow waves at about 1 Hz, but it is not known whether these simply represent seizure propagation or alternatively deep sleep-like activity, which should include cortical neuronal Up and Down states. In this study, using in vivo whole-cell recordings in a rat model of focal limbic seizures, we directly examine the electrophysiological properties of cortical neurons during seizures and deep anesthesia. We found that during seizures, the membrane potential of frontal cortical secondary motor cortex layer 5 neurons fluctuates between Up and Down states, with decreased input resistance and increased firing rate in Up states when compared to Down states. Importantly, Up and Down states in seizures are not significantly different from those in deep anesthesia, in terms of membrane potential, oscillation frequency, firing rate, and input resistance. By demonstrating these fundamental similarities in cortical electrophysiology between deep anesthesia and seizures, our results support the idea that a state of decreased cortical arousal may contribute to mechanisms of loss of consciousness during seizures.


Asunto(s)
Potenciales de Acción/fisiología , Ondas Encefálicas/fisiología , Corteza Cerebral/fisiopatología , Neuronas/fisiología , Convulsiones/fisiopatología , Animales , Electrodos Implantados , Femenino , Ratas , Ratas Sprague-Dawley
10.
J Chem Phys ; 155(17): 174304, 2021 Nov 07.
Artículo en Inglés | MEDLINE | ID: mdl-34742197

RESUMEN

Of the pentanitrogen cation (N5 +) family, the only experimentally known isomer is the V-shaped structure 01. Here, we showed that a super-high-energy (∼100 kcal/mol above 01) all-nitrogen spiropentadiene 02 with considerable σ-delocalization deserves pursuit as the first spirocyclic all-nitrogen molecule, at least spectroscopical.

11.
Pediatr Neurosurg ; 55(1): 17-25, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-31678975

RESUMEN

AIMS: Spasticity remains a major impediment in the treatment of cerebral palsy (CP). The single-level selective dorsal rhizotomy (SDR) is a minimally invasive intervention that reduces spasticity in select patients. We provide a descriptive set of normative data that practitioners can utilize to help guide the single-level SDR procedure, including (1) physiological threshold values used to dissociate ventral from dorsal roots; (2) response characteristics of muscles; (3) descriptions of abnormal physiological responses; and (4) percentage of rootlets transected during surgery. METHODS: We examined data from 38 patients with CP who underwent SDR. Dorsal and ventral roots were classified based on the amplitude of electromyographic (EMG) responses, number of muscles activated, and abnormal response characteristics. RESULTS: Ventral roots activated more muscles at significantly lower stimulus thresholds and demonstrated larger EMG responses than did dorsal roots. Of the transections made, 64.72 ± 1.69% of each rootlet was transected. Ventral and dorsal roots can be readily separated based on a few key physiological characteristics including response thresholds and the spread of muscle activation. It was observed that a threshold of approximately 0.4 mA could be used to dissociate ventral and dorsal roots during surgery. CONCLUSIONS: These data illustrate the range of physiological variance observed while performing SDR in patients with spastic CP. Notably, we encountered outlier patients whose roots demonstrated aberrant response characteristics and displayed uncharacteristically low dorsal root thresholds or abnormally high ventral root thresholds. Practitioners should be prepared to individualize their threshold criteria and customize treatment on a patient-by-patient basis.


Asunto(s)
Parálisis Cerebral/cirugía , Rizotomía/métodos , Niño , Humanos , Espasticidad Muscular/cirugía
12.
J Ultrasound Med ; 37(3): 725-736, 2018 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-28960465

RESUMEN

OBJECTIVES: To evaluate the diagnostic performance of Virtual Touch tissue imaging quantification (VTIQ; Siemens Medical Solutions, Mountain View, CA) in combination with the Thyroid Imaging Reporting and Data System (TI-RADS) for assessing thyroid nodules referred for biopsy. METHODS: A total of 197 surgically or cytologically proven thyroid nodules in 187 patients were included. Nodules evaluated by conventional ultrasound (US) and VTIQ examinations were classified into US TI-RADS categories. The shear wave velocity (SWV) on VTIQ was assessed, and the cutoff value was obtained from a receiver operating characteristic curve analysis. Diagnostic performances of conventional US, VTIQ, and their combination were compared. RESULTS: There were 134 benign and 63 malignant nodules. The sensitivity and specificity for the US TI-RADS were 98.4% and 20.1%, respectively. The areas under the receiver operating characteristic curves for the mean, maximum, minimum, and ratio of the SWV were 0.818, 0.805, 0.799, and 0.728. With a cutoff value of 2.90 m/s, the sensitivity and specificity of the mean SWV were 71.4% and 82.8%. By applying this value or less as a standard for downgrading TI-RADS category 4a to category 3 lesions, the specificity significantly rose from 20.1% to 47.0% (P < .001) without a loss of sensitivity. CONCLUSIONS: The additional application of VTIQ can improve the specificity of the TI-RADS for evaluating thyroid nodules without a loss of sensitivity.


Asunto(s)
Nódulo Tiroideo/diagnóstico por imagen , Nódulo Tiroideo/patología , Ultrasonografía/métodos , Adolescente , Adulto , Anciano , Biopsia , Diagnóstico Diferencial , Femenino , Humanos , Masculino , Persona de Mediana Edad , Sistemas de Información Radiológica , Reproducibilidad de los Resultados , Estudios Retrospectivos , Sensibilidad y Especificidad , Glándula Tiroides/diagnóstico por imagen , Glándula Tiroides/patología , Interfaz Usuario-Computador , Adulto Joven
13.
J Neurosci ; 36(9): 2711-22, 2016 Mar 02.
Artículo en Inglés | MEDLINE | ID: mdl-26937010

RESUMEN

Impaired breathing, cardiac function, and arousal during and after seizures are important causes of morbidity and mortality. Previous work suggests that these changes are associated with depressed brainstem function in the ictal and post-ictal periods. Lower brainstem serotonergic systems are postulated to play an important role in cardiorespiratory changes during and after seizures, whereas upper brainstem serotonergic and other systems regulate arousal. However, direct demonstration of seizure-associated neuronal activity changes in brainstem serotonergic regions has been lacking. Here, we performed multiunit and single-unit recordings from medullary raphe and midbrain dorsal raphe nuclei in an established rat seizure model while measuring changes in breathing rate and depth as well as heart rate. Serotonergic neurons were identified by immunohistochemistry. Respiratory rate, tidal volume, and minute ventilation were all significantly decreased during and after seizures in this model. We found that population firing of neurons in the medullary and midbrain raphe on multiunit recordings was significantly decreased during the ictal and post-ictal periods. Single-unit recordings from identified serotonergic neurons in the medullary raphe revealed highly consistently decreased firing during and after seizures. In contrast, firing of midbrain raphe serotonergic neurons was more variable, with a mixture of increases and decreases. The markedly suppressed firing of medullary serotonergic neurons supports their possible role in simultaneously impaired cardiorespiratory function in seizures. Decreased arousal likely arises from depressed population activity of several neuronal pools in the upper brainstem and forebrain. These findings have important implications for preventing morbidity and mortality in people living with epilepsy. SIGNIFICANCE STATEMENT: Seizures often cause impaired breathing, cardiac dysfunction, and loss of consciousness. The brainstem and, specifically, brainstem serotonin neurons are thought to play an important role in controlling breathing, cardiac function, and arousal. We used an established rat seizure model to study the overall neuronal activity in the brainstem as well as firing of specific serotonin neurons while measuring cardiorespiratory function. Our results demonstrated overall decreases in brainstem neuronal activity and marked downregulation of lower brainstem serotonin neuronal firing in association with decreased breathing and heart rate during and after seizures. These findings point the way toward new treatments to augment brainstem function and serotonin, aiming to prevent seizure complications and reduce morbidity and mortality in people living with epilepsy.


Asunto(s)
Potenciales de Acción/fisiología , Neuronas/fisiología , Núcleos del Rafe/patología , Convulsiones/patología , Serotonina/metabolismo , Animales , Modelos Animales de Enfermedad , Electrocardiografía , Femenino , Cardiopatías/etiología , Pletismografía , Ratas , Ratas Sprague-Dawley , Respiración , Trastornos Respiratorios/etiología , Convulsiones/complicaciones
14.
J Ultrasound Med ; 36(2): 251-260, 2017 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-27914177

RESUMEN

OBJECTIVES: To investigate the diagnostic performance of a 2-dimensional shear wave elastographic technique (Virtual Touch tissue imaging and quantification [VTIQ]; Siemens Medical Solutions, Mountain View, CA) for predicting thyroid malignancy. METHODS: A total of 302 thyroid nodules underwent conventional sonography and VTIQ before fine-needle aspiration examination or surgery. Compared with histopathologic or cytologic results in combination with follow-up, the diagnostic performance of various shear wave speed (SWS) indices (minimum [SWSmin ], maximum [SWSmax ], and mean [SWSmean ]) on VTIQ as well as conventional sonographic features for predicting thyroid malignancy was evaluated in all of the nodules. RESULTS: Sixty-five malignant and 237 benign thyroid nodules were histopathologically or cytologically confirmed. All SWS indices on VTIQ were lower in benign nodules than thyroid malignancy (all P < .001). For discrimination between malignant and benign nodules, all VTIQ SWS indices were better than conventional sonographic features, such as a solid component, a taller-than-wide shape, microcalcification, a poorly defined margin and hypoechogenicity, in predicting thyroid malignancy (all P < .05). By applying a cutoff SWSmean value of 2.60 m/s, VTIQ achieved sensitivity and negative predictive values of 84.6% and 94.3%, respectively, for differentiating nodules. The areas under the receiver operating characteristic curve of SWSmax (0.862 versus 0.717), SWSmin (0.866 versus 0.717), and SWSmean (0.891 versus 0.725) for nodules larger than 10 mm were higher than those for nodules of 10 mm or smaller (all P < .05). Interoperator and intraoperator reproducibility was proven to be excellent, with all interclass correlation coefficient values higher than 0.80 (range, 0.813-0.905) CONCLUSIONS: Virtual Touch tissue imaging and quantification is a useful and reproducible tool for predicting thyroid malignancy.


Asunto(s)
Nódulo Tiroideo/diagnóstico por imagen , Ultrasonografía , Adolescente , Adulto , Anciano , Diagnóstico Diferencial , Diagnóstico por Imagen de Elasticidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Glándula Tiroides/diagnóstico por imagen , Adulto Joven
15.
J Med Internet Res ; 19(5): e184, 2017 05 25.
Artículo en Inglés | MEDLINE | ID: mdl-28546137

RESUMEN

BACKGROUND: Smartphones contain sensors that measure movement-related data, making them promising tools for monitoring physical activity after a stroke. Activity recognition (AR) systems are typically trained on movement data from healthy individuals collected in a laboratory setting. However, movement patterns change after a stroke (eg, gait impairment), and activities may be performed differently at home than in a lab. Thus, it is important to validate AR for gait-impaired stroke patients in a home setting for accurate clinical predictions. OBJECTIVE: In this study, we sought to evaluate AR performance in a home setting for individuals who had suffered a stroke, by using different sets of training activities. Specifically, we compared AR performance for persons with stroke while varying the origin of training data, based on either population (healthy persons or persons with stoke) or environment (laboratory or home setting). METHODS: Thirty individuals with stroke and fifteen healthy subjects performed a series of mobility-related activities, either in a laboratory or at home, while wearing a smartphone. A custom-built app collected signals from the phone's accelerometer, gyroscope, and barometer sensors, and subjects self-labeled the mobility activities. We trained a random forest AR model using either healthy or stroke activity data. Primary measures of AR performance were (1) the mean recall of activities and (2) the misclassification of stationary and ambulatory activities. RESULTS: A classifier trained on stroke activity data performed better than one trained on healthy activity data, improving average recall from 53% to 75%. The healthy-trained classifier performance declined with gait impairment severity, more often misclassifying ambulatory activities as stationary ones. The classifier trained on in-lab activities had a lower average recall for at-home activities (56%) than for in-lab activities collected on a different day (77%). CONCLUSIONS: Stroke-based training data is needed for high quality AR among gait-impaired individuals with stroke. Additionally, AR systems for home and community monitoring would likely benefit from including at-home activities in the training data.


Asunto(s)
Teléfono Celular/estadística & datos numéricos , Aprendizaje Automático/estadística & datos numéricos , Monitoreo Ambulatorio/métodos , Accidente Cerebrovascular/terapia , Actividades Cotidianas , Femenino , Servicios de Atención de Salud a Domicilio , Humanos , Masculino , Persona de Mediana Edad
16.
Eur Radiol ; 26(9): 3290-300, 2016 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-26714967

RESUMEN

OBJECTIVES: To evaluate the diagnostic performance of a new method of combined two-dimensional shear wave elastography (i.e. virtual touch imaging quantification, VTIQ) and ultrasound (US) Breast Imaging Reporting and Data System (BI-RADS) in the differential diagnosis of breast lesions. MATERIALS AND METHODS: From September 2014 to December 2014, 276 patients with 296 pathologically proven breast lesions were enrolled in this study. The conventional US images were interpreted by two independent readers. The diagnosis performances of BI-RADS and combined BI-RADS and VTIQ were evaluated, including the area under the receiver operating characteristic curve (AUROC), sensitivity and specificity. Observer consistency was also evaluated. RESULTS: Pathologically, 212 breast lesions were benign and 84 were malignant. Compared with BI-RADS alone, the AUROCs and specificities of the combined method for both readers increased significantly (AUROC: 0.862 vs. 0.693 in reader 1, 0.861 vs. 0.730 in reader 2; specificity: 91.5 % vs. 38.7 % in reader 1, 94.8 % vs. 47.2 % in reader 2; all P < .05). The Kappa value between the two readers for BI-RADS assessment was 0.614, and 0.796 for the combined method. CONCLUSION: The combined VTIQ and BI-RADS had a better diagnostic performance in the diagnosis of breast lesions in comparison with BI-RADS alone. KEY POINTS: • Combination of conventional ultrasound and elastography distinguishes breast cancers more effectively. • Combination of conventional ultrasound and elastography increases observer consistency. • BI-RADS weights more than the 2D-SWE with an increase in malignancy probability.


Asunto(s)
Neoplasias de la Mama/diagnóstico por imagen , Diagnóstico por Imagen de Elasticidad/métodos , Sistemas de Información Radiológica , Ultrasonografía Mamaria/métodos , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Área Bajo la Curva , Mama/diagnóstico por imagen , Diagnóstico Diferencial , Femenino , Humanos , Persona de Mediana Edad , Estudios Prospectivos , Curva ROC , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Adulto Joven
17.
Eur Radiol ; 26(8): 2611-22, 2016 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-26560715

RESUMEN

OBJECTIVES: To investigate the value of combined conventional ultrasound (US), strain elastography (SE) and acoustic radiation force impulse (ARFI) elastography for prediction of cervical lymph node metastasis (CLNM) in papillary thyroid cancer (PTC). METHODS: A consecutive series of 203 patients with 222 PTCs were preoperatively evaluated by US, SE, and ARFI including virtual touch tissue imaging (VTI) and virtual touch tissue quantification (VTQ). A multivariate analysis was performed to predict CLNM by 22 independent variables. Receiver operating characteristic (ROC) curve analysis was used to evaluate the diagnostic performance. RESULTS: Multivariate analysis demonstrated that VTI area ratio (VAR) > 1 was the best predictor for CLNM, followed by abnormal cervical lymph node (ACLN), capsule contact, microcalcification, capsule involvement, and multiple nodules (all P < 0.05). ROC analyses of these characteristics showed the areas under the curve (Az), sensitivity, and specificity were 0.600-0.630, 47.7 %-93.2 %, and 26.9 %-78.4 % for US, respectively; and they were 0.784, 83.0 %, and 73.9 %, respectively, for VAR > 1. As combination of US characteristics with and without VAR, the Az, sensitivity, and specificity were 0.803 and 0.556, 83.0 % and 100.0 %, and 77.6 % and 11.2 %, respectively (P < 0.001). CONCLUSIONS: ARFI elastography shows superior performance over conventional US, particularly when combined with US, in predicting CLNM in PTC patients. KEY POINTS: • Conventional ultrasound is useful in predicting cervical lymph node metastasis preoperatively. • Virtual touch tissue imaging area ratio is the strongest predicting factor. • Predictive performance is markedly improved by combining ultrasound characteristics with VAR. • Acoustic radiation force impulse elastography may be a promising complementary tool.


Asunto(s)
Calcinosis/diagnóstico por imagen , Carcinoma/diagnóstico por imagen , Diagnóstico por Imagen de Elasticidad/métodos , Ganglios Linfáticos/diagnóstico por imagen , Neoplasias Primarias Múltiples/diagnóstico por imagen , Neoplasias de la Tiroides/diagnóstico por imagen , Nódulo Tiroideo/diagnóstico por imagen , Adolescente , Adulto , Anciano , Calcinosis/patología , Carcinoma/patología , Carcinoma Papilar , Femenino , Humanos , Ganglios Linfáticos/patología , Metástasis Linfática , Masculino , Persona de Mediana Edad , Análisis Multivariante , Cuello , Neoplasias Primarias Múltiples/patología , Curva ROC , Reproducibilidad de los Resultados , Cáncer Papilar Tiroideo , Neoplasias de la Tiroides/patología , Nódulo Tiroideo/patología , Ultrasonografía , Adulto Joven
19.
J Ultrasound Med ; 35(12): 2597-2606, 2016 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-27872416

RESUMEN

OBJECTIVES: The aim of this study was to evaluate the usefulness of ultrasound elastography, including conventional strain elastography, acoustic radiation force impulse (ARFI)-induced strain elastography, and point shear wave elastography (SWE) for diagnosis of major salivary gland lesions. METHODS: Forty major salivary gland lesions underwent conventional sonography, conventional strain elastography, ARFI strain elastography, and point SWE before surgery or biopsy. The diagnostic performances of the sonographic and elastographic techniques were assessed with reference to histopathologic results. RESULTS: There were 32 benign (7 Warthin tumors, 17 pleomorphic adenomas, and 8 other benign lesions) and 8 malignant (1 squamous carcinoma, 2 metastases, 2 mucoepidermoid carcinomas, 1 anaplastic carcinoma, and 2 malignant lymphomas) major salivary gland lesions on pathologic analysis. No conventional sonographic features or conventional strain elastographic scores were found to be associated with malignancy (all P > .05). The ARFI strain elastographic scores between benign and malignant lesions were statistically different (P = .032) and an ARFI strain elastographic score of 4 or greater was highly predictive of malignancy (P= .025). An ARFI strain elastographic score of greater than 3 achieved specificity of 81.3% (26 of 32) and sensitivity of 62.5% (5 of 8) in differentiating benign from malignant lesions. The shear wave velocity on point SWE did not show a significant difference in distinguishing between malignant and benign lesions (6.07 versus 4.43 m/s; P > .05). However, Warthin tumors had a trend to show lower shear wave velocities compared with pleomorphic adenomas (2.84 versus 5.27 m/s; P = .024). CONCLUSIONS: Acoustic radiation force impulse strain elastography may be potentially useful for diagnosing major salivary gland lesions, whereas conventional strain elastography and point SWE are not helpful.


Asunto(s)
Diagnóstico por Imagen de Elasticidad/métodos , Neoplasias de las Glándulas Salivales/diagnóstico por imagen , Adulto , Anciano , Diagnóstico Diferencial , Femenino , Humanos , Masculino , Persona de Mediana Edad , Reproducibilidad de los Resultados , Glándulas Salivales/diagnóstico por imagen , Sensibilidad y Especificidad
20.
J Ultrasound Med ; 35(5): 917-26, 2016 May.
Artículo en Inglés | MEDLINE | ID: mdl-27022168

RESUMEN

OBJECTIVES: To evaluate the additional value of the area ratio on Virtual Touch tissue imaging (VTI; Siemens Medical Solutions, Mountain View, CA) for diagnosis of thyroid nodules referred to surgery. METHODS: From April 2013 to February 2014, 205 consecutive patients with 225 histologically proven thyroid nodules were enrolled in this retrospective study. Virtual Touch tissue imaging and area ratio measurements were performed for each nodule. The area ratio was defined as the area of the nodule on VTI divided by the area on B-mode sonography. Nodule stiffness on VTI was graded from I (soft) to VI (hard). Receiver operating characteristic curve analyses of VTI, area ratio, and the combination of VTI and area ratio were performed. The sensitivity, specificity, accuracy, positive predictive value (PPV), negative predictive value (NPV), and Youden index were also evaluated. RESULTS: By receiver operating characteristic curve analyses, the cutoff values were VTI grade IV and area ratio of 1.09, respectively. Nodules with VTI grade IV or higher or area ratio of 1.09 or higher were more likely to be malignant. The sensitivity, specificity, accuracy, PPV, NPV, and Youden index were 78.6%, 92.3%, 88.0%, 82.1%, 90.5%, and 0.709 for VTI and 81.4%, 87.1%, 85.3%, 74.0%, 91.2%, and 0.685 for area ratio (all P > .05). However, when using the criterion of VTI grade IV or higher and area ratio of 1.09 or higher as a combination, the sensitivity, specificity, accuracy, PPV, NPV, and Youden index increased to 94.3%, 97.4%, 96.4%, 94.3%, 97.4%, and 0.917 (all P< .05 compared to VTI or area ratio alone, except for specificity between VTI and the combination). CONCLUSIONS: The diagnostic performance of VTI grading and the area ratio for differentiation between benign and malignant thyroid nodules is equivalent. The performance is further improved with a combination of VTI grading and area ratio analysis.


Asunto(s)
Nódulo Tiroideo/diagnóstico por imagen , Ultrasonografía/métodos , Interfaz Usuario-Computador , Adolescente , Adulto , Anciano , Diagnóstico Diferencial , Femenino , Humanos , Masculino , Persona de Mediana Edad , Curva ROC , Reproducibilidad de los Resultados , Estudios Retrospectivos , Sensibilidad y Especificidad , Glándula Tiroides/diagnóstico por imagen , Adulto Joven
SELECCIÓN DE REFERENCIAS
DETALLE DE LA BÚSQUEDA