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1.
J Infect Dis ; 215(5): 764-771, 2017 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-28170039

RESUMEN

Background: Methylation of the human papillomavirus (HPV) DNA has been proposed as a novel biomarker. Here, we correlated the mean methylation level of 12 CpG sites within the L1 gene, to the histological grade of cervical precancer and cancer. We assessed whether HPV L1 gene methylation can predict the presence of high-grade disease at histology in women testing positive for HPV16 genotype. Methods: Pyrosequencing was used for DNA methylation quantification and 145 women were recruited. Results: We found that the L1 HPV16 mean methylation (±SD) significantly increased with disease severity (cervical intraepithelial neoplasia [CIN] 3, 17.9% [±7.2] vs CIN2, 11.6% [±6.5], P < .001 or vs CIN1, 9.0% [±3.5], P < .001). Mean methylation was a good predictor of CIN3+ cases; the area under the curve was higher for sites 5611 in the prediction of CIN2+ and higher for position 7145 for CIN3+. The evaluation of different methylation thresholds for the prediction of CIN3+ showed that the optimal balance of sensitivity and specificity (75.7% and 77.5%, respectively) and positive and negative predictive values (74.7% and 78.5%, respectively) was achieved for a methylation of 14.0% with overall accuracy of 76.7%. Conclusions: Elevated methylation level is associated with increased disease severity and has good ability to discriminate HPV16-positive women that have high-grade disease or worse.


Asunto(s)
Proteínas de la Cápside/genética , Metilación de ADN , Proteínas Oncogénicas Virales/genética , Infecciones por Papillomavirus/diagnóstico , Enfermedades del Cuello del Útero/diagnóstico , Adulto , Anciano , Islas de CpG , ADN Viral/química , Femenino , Genotipo , Grecia , Papillomavirus Humano 16 , Humanos , Modelos Lineales , Persona de Mediana Edad , Estudios Prospectivos , Sensibilidad y Especificidad , Reino Unido , Enfermedades del Cuello del Útero/virología , Adulto Joven , Displasia del Cuello del Útero/diagnóstico , Displasia del Cuello del Útero/virología
2.
Gynecol Oncol ; 141(1): 29-35, 2016 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-27016226

RESUMEN

OBJECTIVES: To develop a clinical decision support scoring system (DSSS) based on artificial neural networks (ANN) for personalised management of women with cervical abnormalities. METHODS: We recruited women with cervical abnormalities and healthy controls that attended for opportunistic screening between 2006 and 2014 in 3 University Hospitals. We prospectively collected detailed patient characteristics, the colposcopic impression and performed a series of biomarkers using a liquid-based cytology sample. These included HPV DNA typing, E6&E7 mRNA by NASBA or flow cytometry and p16INK4a immunostaining. We used ANNs to combine the cytology and biomarker results and develop a clinical DSSS with the aim to improve the diagnostic accuracy of tests and quantify the individual's risk for different histological diagnoses. We used histology as the gold standard. RESULTS: We analysed data from 2267 women that had complete or partial dataset of clinical and molecular data during their initial or followup visits (N=3565). Accuracy parameters (sensitivity, specificity, positive and negative predictive values) were assessed for the cytological result and/or HPV status and for the DSSS. The ANN predicted with higher accuracy the chances of high-grade (CIN2+), low grade (HPV/CIN1) and normal histology than cytology with or without HPV test. The sensitivity for prediction of CIN2 or worse was 93.0%, specificity 99.2% with high positive (93.3%) and negative (99.2%) predictive values. CONCLUSIONS: The DSSS based on an ANN of multilayer perceptron (MLP) type, can predict with the highest accuracy the histological diagnosis in women with abnormalities at cytology when compared with the use of tests alone. A user-friendly software based on this technology could be used to guide clinician decision making towards a more personalised care.


Asunto(s)
Sistemas de Apoyo a Decisiones Clínicas , Medicina de Precisión , Displasia del Cuello del Útero/terapia , Neoplasias del Cuello Uterino/terapia , ADN Viral/análisis , Femenino , Humanos , Redes Neurales de la Computación , Papillomaviridae/aislamiento & purificación , Estudios Prospectivos , Neoplasias del Cuello Uterino/virología , Displasia del Cuello del Útero/virología
3.
Dysphagia ; 30(5): 583-5, 2015 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-26150048

RESUMEN

A rare case of a young female with chronic diffuse laryngeal edema causing severe swallowing difficulty is presented. The patient was previously treated with antibiotics and steroids with no improvement. Diagnosis was made with biopsy of the epiglottis under local anesthesia in the office.


Asunto(s)
Trastornos de Deglución/etiología , Edema Laríngeo/complicaciones , Adulto , Enfermedad Crónica , Deglución , Femenino , Humanos , Edema Laríngeo/patología
4.
Anal Quant Cytol Histol ; 33(3): 132-40, 2011 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-21980616

RESUMEN

OBJECTIVE: To investigate the potential value of tree classifiers for the triage of high-grade squamous intraepithelial lesions. STUDY DESIGN: The dataset comprised 808 histologically confirmed cases having a complete range of the cytologic sample assessments--liquid-based cytology, reflex human papillomavirus (HPV) DNA test, E6/E7 HPV mRNA test, and p16 immunocytochemical examinations. Data include 488 histologically negative (cervical intraepithelial neoplasia [CIN] 1 and below) or clinically negative cases and 320 with histologic diagnosis of CIN 2 or worse. Cytologic diagnosis was made according to the criteria of the Bethesda System. Cases were classified in two groups according to histology: those with CIN 2 or worse and those with CIN 1 and below. Fifty percent were randomly selected as a training set and the remaining were as a test set. RESULTS: Application of tree classifier on the test set gave correct classification of 66.9% for CIN 2 and above cases and 97.3% for CIN 1 and below, producing overall accuracy of 91.5%, outperforming cytologic diagnosis alone. CONCLUSION: Application of tree classifiers, based on standard cytologic diagnosis and expression of studied biomarkers, produces improved classification results for cervical precancerous lesions and cancer diagnosis and


Asunto(s)
Algoritmos , Células Epiteliales/patología , Neoplasias de Células Escamosas/diagnóstico , Displasia del Cuello del Útero/diagnóstico , Neoplasias del Cuello Uterino/diagnóstico , Femenino , Humanos , Neoplasias de Células Escamosas/etiología , Neoplasias de Células Escamosas/patología , Infecciones por Papillomavirus/complicaciones , Infecciones por Papillomavirus/patología , Infecciones por Papillomavirus/virología , Neoplasias del Cuello Uterino/etiología , Neoplasias del Cuello Uterino/patología , Displasia del Cuello del Útero/etiología , Displasia del Cuello del Útero/patología
5.
Anal Quant Cytol Histol ; 33(6): 323-34, 2011 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-22590810

RESUMEN

OBJECTIVE: To investigate capability of combination of learning vector quantizer (LVQ) neural networks (NNs) in discrimination of benign from malignant thyroid lesions. STUDY DESIGN: The study included 335 liquid-based cytology, fine needle aspiration (FNA), Papanicolaou-stained specimens. All cases were compared to the histologic diagnosis. Features describing size, shape, and texture of -100 nuclei per case were extracted from cytologic images using a custom image analysis system. These features were used to classify each nucleus by LVQ type NNs. The nucleus classification results were used to classify individual lesions with a second LVQ NN. Cases were distributed by histologic diagnosis. Data from -50% from each category were used for training LVQ classifiers. Remaining data were used to test classifier performance. The system was used to discriminate to individual cellular level and individual patient level between benign and malignant nuclei. RESULTS: Application of the proposed algorithm combining two LVQ NNs allows discrimination between benign and malignant cell nuclei and lesions. CONCLUSION: Results indicate that use of NNs, combined with image morphometry, can provide information on thyroid lesion malignancy potential. The system could improve FNA diagnostic accuracy of the thyroid gland, especially in follicular neoplasms suspicious for malignancy and in Hürthle cell tumors.


Asunto(s)
Citometría de Imagen , Procesamiento de Imagen Asistido por Computador , Redes Neurales de la Computación , Glándula Tiroides/patología , Algoritmos , Análisis Discriminante , Humanos , Programas Informáticos
6.
Eur Arch Otorhinolaryngol ; 265(8): 899-905, 2008 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-18175139

RESUMEN

Allergy is thought to be one of the etiologic factors in otitis media. The purpose of this study was to determine the histopathologic effects of H1 histamine receptor antagonists in an experimental histamine-induced middle ear inflammation model. In group A (20 rabbits), histamine challenge followed a 3-day intramuscular pretreatment with a single dose of 0.1 ml hydroxyzine hydrochloride (50 mg/ml) per day. In group B (20 rabbits), histamine challenge followed a 3-day pretreatment with a single dose 1.2 mg desloratadine per day orally. In group C (20 rabbits), histamine challenge followed a 3-day pretreatment with a single dose 1.2 mg levocetirizine per day orally. On the fourth day after baseline otomicroscopy 0.5 ml histamine 20 mg/ml was injected transtympanically on the right. Middle ear mucosa was removed and the following parameters were assessed: edema, vascular dilatation and congestion, inflammation, acute inflammatory component, presence of eosinophils, activity of the inflammation and fibrosis. A semi-quantitative grading system of 0-3 was used for grading of all parameters and statistical analysis performed by using the Mann-Whitney non-parametric test. Group A mucosae showed lower grades of all the parameters evaluated compared with those of group B. Histopathology of the mucosae of group C showed lower grade of inflammation compared with group B with significant statistical difference for the seven parameters tested. Our data validate the use of antihistamines in the treatment of refractory OME of allergic origin. Oldest H1 antagonists can be replaced by the newest agents who counteract successfully histamine effects, without any interactions or adverse effects from central nervous system.


Asunto(s)
Cetirizina/farmacología , Modelos Animales de Enfermedad , Oído Medio/efectos de los fármacos , Antagonistas de los Receptores Histamínicos H1 no Sedantes/farmacología , Loratadina/análogos & derivados , Otitis Media con Derrame/patología , Animales , Cetirizina/uso terapéutico , Oído Medio/patología , Femenino , Antagonistas de los Receptores Histamínicos H1 no Sedantes/uso terapéutico , Loratadina/farmacología , Loratadina/uso terapéutico , Masculino , Membrana Mucosa/efectos de los fármacos , Membrana Mucosa/patología , Otitis Media con Derrame/tratamiento farmacológico , Conejos
7.
J Vasc Surg ; 44(6): 1350-2, 2006 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-17145441

RESUMEN

Tennis is a popular, safe sport that exposes amateur or professional players to minimal risk of injury. Most of this risk is related to musculoskeletal injuries, and vascular trauma is extremely rare. We present a case of a 68-year-old man in whom intermittent claudication developed after his right groin was struck by a tennis ball. The patient sought medical evaluation 2 months after the accident, and a subtotal occlusion of his right common femoral artery was disclosed by angiography and treated by endarterectomy.


Asunto(s)
Arteriopatías Oclusivas/complicaciones , Arteriopatías Oclusivas/diagnóstico , Traumatismos en Atletas/complicaciones , Arteria Femoral/lesiones , Claudicación Intermitente/etiología , Tenis , Heridas no Penetrantes/complicaciones , Anciano , Angiografía de Substracción Digital , Arteriopatías Oclusivas/etiología , Arteriopatías Oclusivas/patología , Arteriopatías Oclusivas/cirugía , Arteria Femoral/patología , Arteria Femoral/cirugía , Humanos , Claudicación Intermitente/patología , Claudicación Intermitente/cirugía , Masculino , Equipo Deportivo , Resultado del Tratamiento , Ultrasonografía Doppler en Color
8.
Int J Dermatol ; 45(4): 402-10, 2006 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-16650167

RESUMEN

BACKGROUND: For early melanoma diagnosis, experienced dermatologists have an accuracy of 64-80% using clinical diagnostic criteria, usually the ABCD rule, while automated melanoma diagnosis systems are still considered to be experimental and serve as adjuncts to the naked-eye expert prediction. In an attempt to aid in early melanoma diagnosis, we developed an image processing program with the aim to discriminate melanoma from melanocytic nevi, establishing a mathematical model to come up with a melanoma probability. METHODS: Digital images of 132 melanocytic skin lesions (23 melanomas and 109 melanocytic nevi) were studied in features of geometry, color, and color texture. A total of 43 variables were studied for all lesions, e.g., geometry, color texture, sharpness of border, and color variables. Univariate logistic regression analysis followed by "-2 log likelihood" test and Spearman's rank correlation coefficient were used to eliminate inappropriate variables, as the presence of multi-collinearity among variables could cause severe problems in any stepwise variable selection method. Initially, "-2 log likelihood" and nonparametric Spearman's rho picked five variables to be included in a multivariate model of prediction. The five-variable model was then reduced to three variables and the performance of each model was tested. The "jackknife" method was performed in order to validate the model with the three variables and its accuracy was weighed vs. the five-variable model by receiver-operating characteristics (ROC) curve plotting. It was concluded that the reduced model did not compromise discriminatory power. RESULTS: Not all variables contributed much to the model, therefore they were progressively eliminated and the model was finally reduced to three covariates of significance. A predictive equation was calculated, incorporating parameters of geometry, color, and color texture as independent covariates for the prediction of melanoma. The proposed model provides melanoma probability with a 60.9% sensitivity and 95.4% specificity of prediction, an overall accuracy of 89.4% (probability level 0.5), and 8% false-negative results. CONCLUSIONS: Through a digital image processing system and the development of a mathematical model of prediction, discrimination between melanomas and melanocytic nevi seems feasible with a high rate of accuracy using multivariate logistic regression analysis. The proposed model is an alternative method to aid in early melanoma diagnosis. Expensive and sophisticated equipment is not required and it can be easily implemented in a reasonably priced portable programmable computer, in order to predict previously undiagnosed skin melanoma before histopathology results confirm diagnosis.


Asunto(s)
Procesamiento de Imagen Asistido por Computador/métodos , Melanoma/patología , Nevo Pigmentado/patología , Neoplasias Cutáneas/patología , Algoritmos , Humanos , Aumento de la Imagen , Modelos Logísticos , Curva ROC , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
9.
Gynecol Oncol ; 96(1): 119-31, 2005 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-15589590

RESUMEN

OBJECTIVE: To present the clinical application of the multispectral imaging colposcopic system (MIS colposcopy). METHODS: MIS colposcopy was performed on 123 enrolled women. After a 3% acetic acid application, sequential images were captured, analyzed, and stored automatically. Directed biopsies were taken from distinct marked acetic acid-responsive tissue areas indicated on the monitor, while a real-time assessment of the curves of intensity of the backscattered light (IBSL) vs. time was performed. Blind biopsies were taken from non-acetowhitening areas. Histological findings were correlated with MIS colposcopy results and compared with conventional colposcopy and Pap test results. RESULTS: Acetic acid-tissue interaction resulted in temporal and spatial alterations to the light scattering properties of the abnormal tissue that was analyzed. The shape of IBSL curve and the "relaxation time" (the time it takes for IBSL to decay to 1/e of its peak value) changed in accordance with the underlying lesion. More severe CIN lesions lead to higher maximum IBSL; longer durations of acetowhitening lead to increasingly delayed exponential decay of IBSL curve. To compare with histological examination, MIS colposcopy had a 1.7% false-diagnostic rate, while PAP test and conventional colposcopy had 24.4% and 22% false-diagnostic rates, respectively. A triple exponential function created a "pseudocolor" image that comprised the grade map of the lesion, and this is frequently representative of the duration/degree of the induced alterations. CONCLUSION: Improved diagnostic information can be gained by recording the optical information in a narrow spectral range with high spatial resolution. MIS colposcopy can be used in the diagnosis of uterine cervix pathological conditions and in the differentiation between CIN lesions.


Asunto(s)
Cuello del Útero/patología , Colposcopía/métodos , Displasia del Cuello del Útero/patología , Neoplasias del Cuello Uterino/patología , Ácido Acético , Adolescente , Adulto , Biopsia/métodos , Reacciones Falso Positivas , Femenino , Humanos , Persona de Mediana Edad , Neoplasias del Cuello Uterino/diagnóstico , Frotis Vaginal , Displasia del Cuello del Útero/diagnóstico
10.
J Gastroenterol ; 38(10): 1000-4, 2003.
Artículo en Inglés | MEDLINE | ID: mdl-14614610

RESUMEN

An association of hidradenitis suppurativa with Crohn's disease is supported by previous repent. We here report a patient with hidradenitis suppurativa who subsequently developed peripheral arthritis, sacroiliitis, and Crohn's disease. A significant attenuation of bowel, cutaneous, and joint symptoms was achieved after treatment with monoclonal antibody against tumor necrosis factor (TNF). The pathogenetic aspects according to the literature and response to the various therapeutic measures applied are also presented.


Asunto(s)
Enfermedad de Crohn/etiología , Hidradenitis Supurativa/etiología , Articulación Sacroiliaca/patología , Espondiloartropatías/etiología , Adulto , Anticuerpos Monoclonales/uso terapéutico , Antirreumáticos/uso terapéutico , Axila/patología , Azatioprina/uso terapéutico , Enfermedad de Crohn/tratamiento farmacológico , Femenino , Hidradenitis Supurativa/tratamiento farmacológico , Humanos , Espondiloartropatías/tratamiento farmacológico , Factor de Necrosis Tumoral alfa/efectos de los fármacos , Factor de Necrosis Tumoral alfa/uso terapéutico
11.
Neuropathology ; 23(2): 141-5, 2003 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-12777103

RESUMEN

A case of meningioangiomatosis (MA), in a 10-year-old-girl with refractory complex partial and secondary generalized seizures, starting at the age of 8 years, is presented. MRI evaluation revealed a lesion located at the left frontal lobe; the patient underwent surgical lesionectomy. Histology revealed the lesion to have the features of MA. The patient is symptom-free a year postoperation. We report the histological, immunohistochemical and imaging findings in view of previous pertinent reports.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Neoplasias Meníngeas/patología , Meningioma/patología , Niño , Femenino , Lóbulo Frontal/patología , Lóbulo Frontal/cirugía , Humanos , Inmunohistoquímica , Imagen por Resonancia Magnética , Neoplasias Meníngeas/complicaciones , Neoplasias Meníngeas/diagnóstico por imagen , Neoplasias Meníngeas/metabolismo , Neoplasias Meníngeas/fisiopatología , Meningioma/complicaciones , Meningioma/diagnóstico por imagen , Meningioma/metabolismo , Meningioma/fisiopatología , Radiografía , Convulsiones/etiología , Resultado del Tratamiento
12.
Auris Nasus Larynx ; 29(2): 203-7, 2002 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-11893459

RESUMEN

Vascular anomalies in the head and neck area are not infrequent and, in most cases, are congenital in origin. We present a congenital arteriovenous malformation (AVM) of the neck that manifested in a young woman during delivery. Imaging findings on ultrasonography (US), computed tomography (CT) and angiography were inconclusive and the diagnosis was reached by magnetic resonance imaging. A total excision of the mass was performed.


Asunto(s)
Malformaciones Arteriovenosas/diagnóstico , Trabajo de Parto , Cuello/irrigación sanguínea , Complicaciones Cardiovasculares del Embarazo/diagnóstico , Adulto , Malformaciones Arteriovenosas/diagnóstico por imagen , Femenino , Humanos , Imagen por Resonancia Magnética , Embarazo , Complicaciones Cardiovasculares del Embarazo/diagnóstico por imagen , Tomografía Computarizada por Rayos X
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