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1.
Biom J ; 63(3): 558-574, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33151005

RESUMO

To detect a change in the probability of a sequence of independent binomial random variables, a variety of asymptotic and exact testing procedures have been proposed. Whenever the sample size or the event rate is small, asymptotic approximations of maximally selected test statistics have been shown to be inaccurate. Although exact methods control the type I error rate, they can be overly conservative due to the discreteness of the test statistics in these situations. We extend approaches by Worsley and Halpern to develop a test that is less discrete to increase the power. Building on ideas from binary segmentation, the proposed test utilizes unused information in the binomial sequences to add a new ordering to test statistics that are of equal value. The exact distributions are derived under side conditions that arise in hypothetical segmentation steps and do not depend on the type of test statistic used (e.g., log likelihood ratio, cumulative sum, or Fisher's exact test). Using the proposed exact segmentation procedure, we construct a change point test and prove that it controls the type-I-error rate at any given nominal level. Furthermore, we prove that the new test is uniformly at least as powerful as Worsley's exact test. In a Monte Carlo simulation study, the gain in power can be remarkable, especially in scenarios with small sample size. Giving a clinical database example about pin site infections and an example assessing publication bias in neuropsychiatric drug research, we demonstrate the wide-ranging applicability of the test.


Assuntos
Projetos de Pesquisa , Simulação por Computador , Método de Monte Carlo , Tamanho da Amostra
2.
BMC Womens Health ; 18(1): 16, 2018 01 12.
Artigo em Inglês | MEDLINE | ID: mdl-29329567

RESUMO

BACKGROUND: Urinary incontinence (UI) is a distressing condition affecting at least 5 million women in England and Wales. Traditionally, physiotherapy for UI comprises pelvic floor muscle training, but although evidence suggests this can be effective it is also recognised that benefits are often compromised by patient motivation and commitment. In addition, there is increasing recognition that physical symptoms alone are poor indicators of the impact of incontinence on individuals' lives. Consequently, more holistic approaches to the treatment of UI, such as Modified Pilates (MP) have been recommended. This study aimed to provide preliminary findings about the effectiveness of a 6-week course of MP classes as an adjunct to standard physiotherapy care for UI, and to test the feasibility of a randomised controlled trial (RCT) design. METHODS: The study design was a single centre pilot RCT, plus qualitative interviews. 73 women referred to Women's Health Physiotherapy Services for UI at Colchester Hospital University NHS Foundation Trust were randomly assigned to two groups: a 6-week course of MP classes in addition to standard physiotherapy care (intervention) or standard physiotherapy care only (control). Main outcome measures were self-reported UI, quality of life and self-esteem at baseline (T1), completion of treatment (T2), and 5 months after randomisation (T3). Qualitative interviews were conducted with a subgroup at T2 and T3. Due to the nature of the intervention blinding of participants, physiotherapists and researchers was not feasible. RESULTS: Post-intervention data revealed a range of benefits for women who attended MP classes and who had lower symptom severity at baseline: improved self-esteem (p = 0.032), decreased social embarrassment (p = 0.026) and lower impact on normal daily activities (p = 0.025). In contrast, women with higher symptom severity showed improvement in their personal relationships (p = 0.017). Qualitative analysis supported these findings and also indicated that MP classes could positively influence attitudes to exercise, diet and wellbeing. CONCLUSIONS: A definitive RCT is feasible but will require a large sample size to inform clinical practice. TRIAL REGISTRATION: ISRCTN74075972 Registered 12/12/12 (Retrospectively registered).


Assuntos
Técnicas de Exercício e de Movimento/métodos , Diafragma da Pelve/inervação , Modalidades de Fisioterapia , Qualidade de Vida , Incontinência Urinária por Estresse/terapia , Adulto , Inglaterra , Feminino , Humanos , Pessoa de Meia-Idade , Avaliação de Resultados em Cuidados de Saúde , Projetos de Pesquisa
3.
Adv Data Anal Classif ; 12(4): 827-840, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30931011

RESUMO

Combining multiple classifiers, known as ensemble methods, can give substantial improvement in prediction performance of learning algorithms especially in the presence of non-informative features in the data sets. We propose an ensemble of subset of kNN classifiers, ESkNN, for classification task in two steps. Firstly, we choose classifiers based upon their individual performance using the out-of-sample accuracy. The selected classifiers are then combined sequentially starting from the best model and assessed for collective performance on a validation data set. We use bench mark data sets with their original and some added non-informative features for the evaluation of our method. The results are compared with usual kNN, bagged kNN, random kNN, multiple feature subset method, random forest and support vector machines. Our experimental comparisons on benchmark classification problems and simulated data sets reveal that the proposed ensemble gives better classification performance than the usual kNN and its ensembles, and performs comparable to random forest and support vector machines.

4.
Methods Inf Med ; 55(6): 557-563, 2016 Dec 07.
Artigo em Inglês | MEDLINE | ID: mdl-27868133

RESUMO

BACKGROUND: Random forests are successful classifier ensemble methods consisting of typically 100 to 1000 classification trees. Ensemble pruning techniques reduce the computational cost, especially the memory demand, of random forests by reducing the number of trees without relevant loss of performance or even with increased performance of the sub-ensemble. The application to the problem of an early detection of glaucoma, a severe eye disease with low prevalence, based on topographical measurements of the eye background faces specific challenges. OBJECTIVES: We examine the performance of ensemble pruning strategies for glaucoma detection in an unbalanced data situation. METHODS: The data set consists of 102 topographical features of the eye background of 254 healthy controls and 55 glaucoma patients. We compare the area under the receiver operating characteristic curve (AUC), and the Brier score on the total data set, in the majority class, and in the minority class of pruned random forest ensembles obtained with strategies based on the prediction accuracy of greedily grown sub-ensembles, the uncertainty weighted accuracy, and the similarity between single trees. To validate the findings and to examine the influence of the prevalence of glaucoma in the data set, we additionally perform a simulation study with lower prevalences of glaucoma. RESULTS: In glaucoma classification all three pruning strategies lead to improved AUC and smaller Brier scores on the total data set with sub-ensembles as small as 30 to 80 trees compared to the classification results obtained with the full ensemble consisting of 1000 trees. In the simulation study, we were able to show that the prevalence of glaucoma is a critical factor and lower prevalence decreases the performance of our pruning strategies. CONCLUSIONS: The memory demand for glaucoma classification in an unbalanced data situation based on random forests could effectively be reduced by the application of pruning strategies without loss of performance in a population with increased risk of glaucoma.


Assuntos
Algoritmos , Bases de Dados como Assunto , Glaucoma/diagnóstico , Área Sob a Curva , Simulação por Computador , Humanos
5.
EBioMedicine ; 8: 150-158, 2016 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-27428426

RESUMO

SCRIB is a polarity regulator known to be abnormally expressed in cancer at the protein level. Here we report that, in breast cancer, an additional and hidden dimension of deregulations exists: an unexpected SCRIB exon usage pattern appears to mark a more malignant tumor phenotype and significantly correlates with survival. Conserved exons encoding the leucine-rich repeats tend to be overexpressed while others are underused. Mechanistic studies revealed that the underused exons encode part of the protein necessary for interaction with Vimentin and Numa1, a protein which is required for proper positioning of the mitotic spindle. Thus, the inclusion/exclusion of specific SCRIB exons is a mechanistic hallmark of breast cancer, which could potentially be exploited to develop more efficient diagnostics and therapies.


Assuntos
Processamento Alternativo , Neoplasias da Mama/genética , Neoplasias da Mama/mortalidade , Éxons , Proteínas de Membrana/genética , Proteínas Supressoras de Tumor/genética , Neoplasias da Mama/patologia , Linhagem Celular , Polaridade Celular/genética , Análise por Conglomerados , Feminino , Expressão Gênica , Perfilação da Expressão Gênica , Células HEK293 , Humanos , Proteínas de Membrana/química , Mitose/genética , Fenótipo , Prognóstico , Domínios e Motivos de Interação entre Proteínas , Proteínas Supressoras de Tumor/química
6.
Med Sci Sports Exerc ; 48(6): 1129-35, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-26765626

RESUMO

PURPOSE: The objective of this study is to estimate the relative contribution of biological maturation to variance in the motor coordination (MC) among youth and to explore gender differences in the associations. METHODS: Skeletal maturation (Tanner-Whitehouse 3), stature, body mass, and MC (Körperkoordinationstest für Kinder) were assessed in 613 youths, 284 boys and 329 girls 11-14 yr of age. Standardized residuals of skeletal age on chronological age were used as the estimate of skeletal maturity status independent of chronological age. Hierarchical multiple regression analyses were used to analyse associations between skeletal maturity status and MC. RESULTS: Skeletal maturity status by itself, i.e., standardized residuals of skeletal age on chronological age (step 3) explained a maximum of 8.1% of the variance in MC in boys (ΔR3 in the range of 0.0%-8.1%) and 2.8% of the variance in girls (ΔR3 in the range of 0.0%-2.8%), after controlling for stature, body mass and interactions of the standardized residuals of skeletal age on chronological age with stature and body mass. Corresponding percentages for the interactions of the standardized residuals of skeletal age and stature and body mass, after adjusting for stature and body mass (step 2) were 8.7% in boys (ΔR2 in the range of 0.3%-8.7%) and 7.1% in girls (ΔR2 in the range of 0.1%-7.1%). Chow tests suggested structural changes in ß-coefficients in the four MC tests among boys and girls, 12-13 yr. CONCLUSION: The percentage of variance in the four MC tests explained by skeletal maturation was relatively small, but the relationships differed between boys and girls. By inference, other factors, e.g., neuromuscular maturation, specific instruction and practice, sport participation, and others may influence MC at these ages.


Assuntos
Tamanho Corporal , Destreza Motora/fisiologia , Maturidade Sexual/fisiologia , Adolescente , Determinação da Idade pelo Esqueleto , Criança , Feminino , Humanos , Masculino , Puberdade/fisiologia , Análise de Regressão , Fatores Sexuais
7.
J Sports Sci ; 33(9): 924-34, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25649360

RESUMO

Relationships between skeletal maturation and fundamental motor skills and gross motor coordination were evaluated in 429 children (213 boys and 216 girls) 7-10 years. Skeletal age was assessed (Tanner-Whitehouse 2 method), and stature, body mass, motor coordination (Körperkoordinations Test für Kinder, KTK) and fundamental motor skills (Test of Gross Motor Development, TGMD-2) were measured. Relationships among chronological age, skeletal age (expressed as the standardised residual of skeletal age on chronological age) and body size and fundamental motor skills and motor coordination were analysed with hierarchical multiple regression. Standardised residual of skeletal age on chronological age interacting with stature and body mass explained a maximum of 7.0% of the variance in fundamental motor skills and motor coordination over that attributed to body size per se. Standardised residual of skeletal age on chronological age alone accounted for a maximum of 9.0% of variance in fundamental motor skills, and motor coordination over that attributed to body size per se and interactions between standardised residual of skeletal age on chronological age and body size. In conclusion, skeletal age alone or interacting with body size has a negligible influence on fundamental motor skills and motor coordination in children 7-10 years.


Assuntos
Determinação da Idade pelo Esqueleto , Tamanho Corporal , Destreza Motora/fisiologia , Criança , Estudos Transversais , Feminino , Humanos , Masculino , Análise de Regressão , Fatores Sexuais , Análise e Desempenho de Tarefas
8.
BMC Bioinformatics ; 15: 274, 2014 Aug 11.
Artigo em Inglês | MEDLINE | ID: mdl-25113817

RESUMO

BACKGROUND: Microarray technology, as well as other functional genomics experiments, allow simultaneous measurements of thousands of genes within each sample. Both the prediction accuracy and interpretability of a classifier could be enhanced by performing the classification based only on selected discriminative genes. We propose a statistical method for selecting genes based on overlapping analysis of expression data across classes. This method results in a novel measure, called proportional overlapping score (POS), of a feature's relevance to a classification task. RESULTS: We apply POS, along-with four widely used gene selection methods, to several benchmark gene expression datasets. The experimental results of classification error rates computed using the Random Forest, k Nearest Neighbor and Support Vector Machine classifiers show that POS achieves a better performance. CONCLUSIONS: A novel gene selection method, POS, is proposed. POS analyzes the expressions overlap across classes taking into account the proportions of overlapping samples. It robustly defines a mask for each gene that allows it to minimize the effect of expression outliers. The constructed masks along-with a novel gene score are exploited to produce the selected subset of genes.


Assuntos
Perfilação da Expressão Gênica/métodos , Genômica/métodos , Análise por Conglomerados , Humanos , Análise de Sequência com Séries de Oligonucleotídeos , Máquina de Vetores de Suporte
9.
Int J Cancer ; 135(12): 2878-86, 2014 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-24771638

RESUMO

We used high-resolution mass spectrometry to measure the abundance of more than 9,000 proteins in 19 individually dissected colorectal tumors representing lymph node metastatic (n = 10) and nonmetastatic (n = 9) phenotypes. Statistical analysis identified MX1 and several other proteins as overexpressed in lymph node-positive tumors. MX1, IGF1-R and IRF2BP1 showed significantly different expression in immunohistochemical validation (Wilcoxon test p = 0.007 for IGF1-R, p = 0.04 for IRF2BP1 and p = 0.02 for MX1 at the invasion front) in the validation cohort. Knockout of MX1 by siRNA in cell cultures and wound healing assays provided additional evidence for the involvement of this protein in tumor invasion. The collection of identified and quantified proteins to our knowledge is the largest tumor proteome dataset available at the present. The identified proteins can give insights into the mechanisms of lymphatic metastasis in colorectal carcinoma and may act as prognostic markers and therapeutic targets after further prospective validation.


Assuntos
Biomarcadores Tumorais/metabolismo , Neoplasias Colorretais/metabolismo , Neoplasias Colorretais/patologia , Proteínas de Resistência a Myxovirus/metabolismo , Proteoma , Proteínas de Transporte/metabolismo , Cromatografia Líquida , Estudos de Coortes , Humanos , Imuno-Histoquímica , Metástase Linfática , Espectrometria de Massas , Invasividade Neoplásica , Fenótipo , Proteômica , RNA Interferente Pequeno/metabolismo , Receptor IGF Tipo 1/metabolismo , Espectrometria de Massas em Tandem , Ubiquitina-Proteína Ligases
10.
Ann Hum Biol ; 39(3): 195-205, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-22509731

RESUMO

BACKGROUND: Secular trends in height and weight are reasonably well documented in Europe. Corresponding observations for skeletal maturation are lacking. AIM: To assess secular trends in height, body mass and skeletal maturity of Portuguese children and adolescents and to provide updated reference values for skeletal maturity scores (SMSs). SUBJECTS AND METHODS: Data for 2856 children and adolescents of 4-17 years, 1412 boys and 1444 girls, from The 'Madeira Growth Study' (MGS; 1996-1998) and from the'Healthy Growth of Madeira Children Study' (CRES; 2006) were used. Height and body mass were measured. Skeletal maturity was assessed with the Tanner-Whitehouse 2 and 3 methods. RESULTS: Children from CRES were taller and heavier than peers from MGS. Differences in height reached 5.8 cm in boys and 5.5 cm in girls. RUS SMSs did not differ consistently between surveys boys, while higher RUS scores were observed in CRES girls. Adult RUS SMSs for MGS and CRES combined were attained at 15.8 years in boys and 14.8 years in girls. Corresponding ages for adult Carpal SMSs were 14.4 and 14.0, respectively. CONCLUSION: The short-term trends for height and mass were not entirely consistent with the trends in RUS and Carpal SMSs and SAs.


Assuntos
Determinação da Idade pelo Esqueleto/métodos , Estatura/fisiologia , Peso Corporal/fisiologia , Desenvolvimento Ósseo/fisiologia , Osso e Ossos/fisiologia , Adolescente , Adulto , Ossos do Carpo/crescimento & desenvolvimento , Criança , Feminino , Humanos , Masculino , Portugal , Rádio (Anatomia)/crescimento & desenvolvimento , Valores de Referência , Tamanho da Amostra , Fatores de Tempo , Ulna/crescimento & desenvolvimento
11.
J Proteomics ; 75(10): 3031-40, 2012 Jun 06.
Artigo em Inglês | MEDLINE | ID: mdl-22178447

RESUMO

Triple-negative breast cancer is difficult to treat because of the lack of rationale-based therapies. There are no established markers and targets that can be used for stratification of patients and targeted therapy. Here we report the identification of novel molecular features, which appear to augment metastasis of triple negative breast tumors. We found that triple-negative breast tumors can be segregated into 2 phenotypes based on their genome-wide protein abundance profiles. The first is characterized by high expression of Stat1, Mx1, and CD74. Seven out of 9 tumors from this group had invaded at least 2 lymph nodes while only 1 out of 10 tumors in group 2 was lymph node positive. In vitro experiments showed that the interferon-induced increase in Stat1 abundance correlates with increased migration and invasion in cultured cells. When CD74 was overexpressed, it increased cell adhesion on matrigel. This effect was accompanied with a marked increase in the membrane expression of beta-catenin, MUC18, plexins, integrins, and other proteins involved in cell adhesion and cancer metastasis. Taken together, our results show that Stat1/CD74 positive triple-negative tumors are more aggressive and suggest an approach for development of better diagnostics and more targeted therapies for triple negative breast cancer. This article is part of a Special Issue entitled: Proteomics: The clinical link.


Assuntos
Antígenos de Diferenciação de Linfócitos B/metabolismo , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Carcinoma/metabolismo , Carcinoma/patologia , Antígenos de Histocompatibilidade Classe II/metabolismo , Fator de Transcrição STAT1/metabolismo , Biomarcadores Tumorais/análise , Biomarcadores Tumorais/metabolismo , Neoplasias da Mama/diagnóstico , Carcinoma/diagnóstico , Linhagem Celular Tumoral , Cromatografia Líquida , Feminino , Humanos , Linfonodos/patologia , Metástase Linfática , Invasividade Neoplásica , Prognóstico , Espectrometria de Massas em Tandem , Regulação para Cima
12.
J Glaucoma ; 21(1): 27-34, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-21173705

RESUMO

PURPOSE: To develop a diagnostic setup with classification rules for combined analysis of morphology [Heidelberg Retina Tomograph (HRT)] and function [frequency doubling technology (FDT) perimetry] measurements. METHODS: We used 2 independent case-control studies from the Erlangen eye department as learning and test data for automated classification using random forests. One eye of 334 open angle glaucoma patients and 254 controls entered the study. All individuals underwent HRT scanning tomography of the optic disc, FDT screening, conventional perimetry, and evaluation of fundus photographs. Random forests were learned on individuals of the Erlangen glaucoma registry (102 preperimetric patients, 130 perimetric patients, 161 controls). The classification performances of random forests and built-in classifiers were examined by receiver operator characteristic analysis on an independent second cohort of individuals (47 preperimetric patients, 55 perimetric patients, 93 controls). RESULTS: HRT measurements had a higher diagnostic power for early glaucomas and FDT perimetry for glaucoma patients with visual field loss. A combination of all parameters using automated classification was superior to single tests in comparison to the diagnostic instrument with the higher diagnostic power in the respective group. Highest sensitivities at a fixed specificity (95%) in the patients of the present test population were: HRT=32%, FDT=19%, combined analysis=47% in preperimetric patients and HRT=76%, FDT=89%, combined analysis=96% in perimetric patients. CONCLUSIONS: The feasibility of machine learning for medical diagnostic assistance could be demonstrated in patients from 2 independent study populations. A predictive model using automated classification is able to combine the advantages of morphology and function, resulting in a higher diagnostic power for glaucoma detection.


Assuntos
Glaucoma de Ângulo Aberto/diagnóstico , Oftalmoscopia/métodos , Disco Óptico/patologia , Doenças do Nervo Óptico/diagnóstico , Testes de Campo Visual/métodos , Adulto , Idoso , Estudos de Casos e Controles , Feminino , Humanos , Lasers , Masculino , Pessoa de Meia-Idade , Curva ROC , Sistema de Registros , Sensibilidade e Especificidade , Estatística como Assunto , Transtornos da Visão/diagnóstico , Campos Visuais
13.
BMC Fam Pract ; 12: 20, 2011 Apr 16.
Artigo em Inglês | MEDLINE | ID: mdl-21496309

RESUMO

BACKGROUND: The knowledge about the relationship between health-related activities on the Internet (i.e. informed citizens) and individuals' control over their own experiences of health or illness (i.e. empowered citizens) is valuable but scarce. In this paper, we investigate the correlation between four ways of using the Internet for information on health or illness and citizens attitudes and behaviours toward health professionals and health systems and establish the profile of empowered eHealth citizens in Europe. METHODS: Data was collected during April and May 2007 (N = 7022), through computer-assisted telephone interviews (CATI). Respondents from Denmark, Germany, Greece, Latvia, Norway, Poland and Portugal participated in the survey. The profiles were generated using logistic regressions and are based on: a) socio-demographic and health information, b) the level of use of health-related online services, c) the level of use of the Internet to get health information to decide whether to consult a health professional, prepare for a medical appointment and assess its outcome, and d) the impact of online health information on citizens' attitudes and behavior towards health professionals and health systems. RESULTS: Citizens using the Internet to decide whether to consult a health professional or to get a second opinion are likely to be frequent visitors of health sites, active participants of online health forums and recurrent buyers of medicines and other health related products online, while only infrequent epatients, visiting doctors they have never met face-to-face. Participation in online health communities seems to be related with more inquisitive and autonomous patients. CONCLUSIONS: The profiles of empowered eHealth citizens in Europe are situational and country dependent. The number of Europeans using the Internet to get health information to help them deal with a consultation is raising and having access to online health information seems to be associated with growing number of inquisitive and self-reliant patients. Doctors are increasingly likely to experience consultations with knowledgeable and empowered patients, who will challenge them in various ways.


Assuntos
Comportamento de Busca de Informação , Internet/estatística & dados numéricos , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Poder Psicológico , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Atitude , Participação da Comunidade , Europa (Continente) , Feminino , Humanos , Entrevistas como Assunto , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Relações Médico-Paciente , Grupos de Autoajuda/estatística & dados numéricos , Adulto Jovem
14.
Anticancer Res ; 30(5): 1735-9, 2010 May.
Artigo em Inglês | MEDLINE | ID: mdl-20592371

RESUMO

BACKGROUND: Although the NWTSG and SIOP studies have included the largest number of patients, several individual institutions have made likewise important contributions to the optimization of Wilms' tumor therapy. The purpose of this study is to present our personal experience obtained in the last 42 years by treating Wilms' tumor in childhood. PATIENTS AND METHODS: Throughout the period 1965-2006, 65 children with histological confirmation of Wilms' tumour were treated in the Department of Urology, University of Erlangen Medical Centre. The records of all patients presenting to our institution with Wilms' tumour were examined. RESULTS: The results obtained by this study group indicate that prognosis according to age demonstrated no significance, but prognosis according to tumor size, lymph node involvement and distant metastasis was significant. After a 10-year follow-up, our data revealed an 89.4% survival rate. Furthermore, the statistical evaluation performed in order to evaluate the significance of surgical complications following neoadjuvant therapy in comparison to non adjuvant therapy, indicates that there is a significant increase in complications in patients who are not treated with neoadjuvant therapy. DISCUSSION: Although clinicians in the U.S.A. and Europe have different philosophies on preoperative chemotherapy, most patients with Wilms' tumor survive long term, regardless of the sequence of therapeutic interventions. In the absence of a clear choice between up-front nephrectomy and preoperative chemotherapy, it is reasonable to base the timing of resection on factors such as tumor size, the patient's clinical condition, and the experience of the surgeon.


Assuntos
Neoplasias Renais/diagnóstico , Neoplasias Renais/cirurgia , Tumor de Wilms/diagnóstico , Tumor de Wilms/cirurgia , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Recém-Nascido , Neoplasias Renais/mortalidade , Metástase Linfática , Masculino , Oncologia/métodos , Prognóstico , Fatores de Tempo , Resultado do Tratamento , Tumor de Wilms/mortalidade
15.
J Med Internet Res ; 12(2): e20, 2010 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-20551011

RESUMO

BACKGROUND: Use of the Internet for health purposes is steadily increasing in Europe, while the eHealth market is still a niche. Online communication between doctor and patient is one aspect of eHealth with potentially great impact on the use of health systems, patient-doctor roles and relations and individuals' health. Monitoring and understanding practices, trends, and expectations in this area is important, as it may bring invaluable knowledge to all stakeholders, in the Health 2.0 era. OBJECTIVE: Our two main goals were: (1) to investigate use of the Internet and changes in expectations about future use for particular aspects of communication with a known doctor (obtaining a prescription, scheduling an appointment, or asking a particular health question), and (2) to investigate how important the provision of email and Web services to communicate with the physician is when choosing a new doctor for a first time face-to-face appointment. The data come from the second survey of the eHealth Trends study, which addressed trends and perspectives of health-related Internet use in Europe. This study builds on previous work that established levels of generic use of the Internet for self-help activities, ordering medicine or other health products, interacting with a Web doctor/unknown health professional, and communicating with a family doctor or other known health professional. METHODS: A representative sample of citizens from seven European countries was surveyed (n = 7022) in April and May of 2007 through computer-assisted telephone interviews (CATI). Respondents were questioned about their use of the Internet to obtain a prescription, schedule an appointment, or ask a health professional about a particular health question. They were also asked what their expectations were regarding future use of the Internet for health-related matters. In a more pragmatic approach to the subject, they were asked about the perceived importance when choosing a new doctor of the possibility of using email and the Web to communicate with that physician. Logistic regression analysis was used to draw the profiles of users of related eHealth services in Europe among the population in general and in the subgroup of those who use the Internet for health-related matters. Changes from 2005 to 2007 were computed using data from the first eHealth Trends survey (October and November 2005, n = 7934). RESULTS: In 2007, an estimated 1.8% (95% confidence interval [CI], 1.5 - 2.1) of the population in these countries had used the Internet to request or renew a prescription; 3.2% (95% CI 2.8 - 3.6) had used the Internet to schedule an appointment; and 2.5% (95% CI 2.2 - 2.9) had used the Internet to ask a particular health question. This represents estimated increases of 0.9% (95% CI 0.5 - 1.3), 1.7% (95% CI 1.2 - 2.2), and 1.4% (95% CI 0.9 - 1.8). An estimated 18.0% (95% CI 17.1 - 18.9) of the populations of these countries expected that in the near future they would have consultations with health professionals online, and 25.4% (95% CI 24.4 - 26.3) expected that in the near future they would be able to schedule an appointment online. Among those using the Internet for health-related purposes, on average more than 4 in 10 people considered the provision of these eHealth services to be important when choosing a new doctor. CONCLUSIONS: Use of the Internet to communicate with a known health professional is still rare in Europe. Legal context, health policy issues, and technical conditions prevailing in different countries might be playing a major role in the situation. Interest in associated eHealth services is high among citizens and likely to increase.


Assuntos
Prescrição Eletrônica/estatística & dados numéricos , Acessibilidade aos Serviços de Saúde/tendências , Internet/estatística & dados numéricos , Relações Médico-Paciente , Agendamento de Consultas , Comunicação , Registros Eletrônicos de Saúde/estatística & dados numéricos , Correio Eletrônico , Europa (Continente) , Previsões , Humanos , Internet/tendências , Modelos Logísticos , Vigilância da População , Estudos de Amostragem , Inquéritos e Questionários , Telemedicina
16.
J Sex Med ; 7(9): 3199-205, 2010 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-20487235

RESUMO

INTRODUCTION: Sexual dysfunction is a frequent complication of visceral surgery after rectal resections as a result of carcinoma of the rectum. AIM: The purpose of our study is to assess the incidence and form of sexual dysfunction in our own population of patients. METHODS: The study comprised all patients who had undergone surgery for carcinoma of the rectum at the Erlangen Surgery University Hospital, Germany, in the period 2000-04. All male patients were retrospectively surveyed and asked to complete standardized (International Index of Erectile Function 15) questionnaires regarding their pre- and postsurgical sexual function. One hundred and forty-five questionnaires could be analyzed. The statistical evaluation was conducted with aid of the SPSS statistics program. The univariate analysis was carried out with the chi-square test and the U-test (Mann-Whitney Test). MAIN OUTCOME MEASURES: Erectile dysfunction, libido, and ability to have and sustain ejaculation and orgasm (both before and after surgery in each case) were among the dependent variables when compiling the data. The impact various surgical procedures and radiochemotherapy had on the severity of the sexual dysfunctions was analyzed. The scope of the postoperative urological care given was also assessed. RESULTS: Erectile dysfunction was confirmed in N=112 patients (77.3%) after surgery (P-value<0.001). Other parameters such as orgasm capacity (4.1% vs. 16.5%), ejaculation ability (1.4% vs. 12.4%) and libido (3.4% vs. 22%) also showed a marked deterioration postoperatively. Postoperative erectile dysfunction was present in 77% of the patients with a colostomy and in 88.5% of the patients who had received neoadjuvant radiation. CONCLUSIONS: Male erectile dysfunction is a frequent complication after rectal resection as a result of carcinoma of the rectum. The high incidence of sexual dysfunctions results from the radical nature of the procedure and from additional radiation or colostomy therapy. These patients need accompanying urological care for treatment of their sexual dysfunction.


Assuntos
Ejaculação/fisiologia , Disfunção Erétil/fisiopatologia , Libido/fisiologia , Complicações Pós-Operatórias/fisiopatologia , Neoplasias Retais/cirurgia , Disfunções Sexuais Fisiológicas/fisiopatologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma/cirurgia , Colostomia , Humanos , Masculino , Pessoa de Meia-Idade , Terapia Neoadjuvante , Radioterapia Adjuvante , Reto/cirurgia , Estudos Retrospectivos
17.
J Biomed Biotechnol ; 2009: 837170, 2009.
Artigo em Inglês | MEDLINE | ID: mdl-19826639

RESUMO

Microarray analysis reaches increasing popularity during the investigation of prognostic gene clusters in oncology. The standardisation of technical procedures will be essential to compare various datasets produced by different research groups. In several projects the amount of available tissue is limited. In such cases the preamplification of RNA might be necessary prior to microarray hybridisation. To evaluate the comparability of microarray results generated either by amplified or non amplified RNA we isolated RNA from colorectal cancer samples (stage UICC IV) following tumour tissue enrichment by macroscopic manual dissection (CMD). One part of the RNA was directly labelled and hybridised to GeneChips (HG-U133A, Affymetrix), the other part of the RNA was amplified according to the "Eberwine" protocol and was then hybridised to the microarrays. During unsupervised hierarchical clustering the samples were divided in groups regarding the RNA pre-treatment and 5.726 differentially expressed genes were identified. Using independent microarray data of 31 amplified vs. 24 non amplified RNA samples from colon carcinomas (stage UICC III) in a set of 50 predictive genes we validated the amplification bias. In conclusion microarray data resulting from different pre-processing regarding RNA pre-amplification can not be compared within one analysis.


Assuntos
Carcinoma/metabolismo , Neoplasias Colorretais/metabolismo , Perfilação da Expressão Gênica/métodos , Hibridização de Ácido Nucleico , Análise de Sequência com Séries de Oligonucleotídeos/métodos , RNA Neoplásico/metabolismo , Carcinoma/genética , Análise por Conglomerados , Neoplasias Colorretais/genética , Humanos , Microdissecção , Estadiamento de Neoplasias , Técnicas de Amplificação de Ácido Nucleico , Reprodutibilidade dos Testes
18.
Doc Ophthalmol ; 119(3): 181-97, 2009 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-19760280

RESUMO

The DBA/2J (D2J) is a genetic mouse model for glaucomatous neurodegeneration because the animals develop anatomical and functional retinal deficits that partially can be correlated with elevated intraocular pressure (IOP). The IOP starts to increase at an age of about 6 months as a result of morphological changes within the anterior eye segment, e.g., pigment dispersion and iris synechiae. The purpose of the present study was to investigate how ERG responses change in individuals at different ages in D2J mice and to compare these changes with normal aging effects in pigmented C57/B6 (B6) mice. IOP was measured in awake, non-sedated D2J and B6 mice with a rebound tonometer. At ages between 2-3 and 10 months, scotopic flash ERGs were measured five times with about 2 months' intervals. In addition, light adapted flicker ERGs were recorded. Our data show that the D2J shows lower flicker ERG responses than the B6 mice already at an age of 2-3 months. Dark adapted flash ERG responses are not decreased at this age. In both mouse strains the ERG responses decrease as a function of age, but there is a stronger decrease in the D2J mice. The data of flicker ERGs suggest the presence of early functional deficits in the D2J retina that possibly have a post-receptoral origin. The scotopic flash ERG reveals a functional deficit that occurs at a later stage and that possibly is IOP dependent. But, the deficits appear at an age at which the IOP is still lower than in the B6 mouse, indicating that other factors play an additional role.


Assuntos
Glaucoma/fisiopatologia , Camundongos Endogâmicos DBA/fisiologia , Retina/fisiopatologia , Envelhecimento , Animais , Modelos Animais de Doenças , Eletrofisiologia , Eletrorretinografia , Humanos , Pressão Intraocular , Camundongos , Camundongos Endogâmicos C57BL , Tonometria Ocular
19.
Atherosclerosis ; 205(2): 512-6, 2009 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-19232413

RESUMO

OBJECTIVE: Identification of clinically relevant determinants for acute coronary syndromes (ACS) promises reduction of ACS-associated mortality. C-reactive protein (CRP) has proved to be useful identifying people at risk for cardiovascular events. However, it is unknown whether genetic variants at Fcgamma receptor IIa (FcgammaRIIa), the main receptor for CRP, are involved in CRP-related cardiovascular risk. We evaluated the potential impact of FcgammaRIIa through a genetic association study in patients with ACS. METHODS AND RESULTS: We conducted a genetic association study among 701 consecutive patients with first event of ACS compared to 467 patients with stable angina pectoris. All patients were genotyped for a frequent functional variant at position 131 of the mature FcgammaRIIa, where the arginine (R) allele results in an increased signal transduction upon CRP binding. In our study, the R/R131 genotype was significantly associated with ACS as the first manifestation of coronary artery disease (P=1.2x10(-9), odds ratio 2.86, 95% CI: 2.06-3.99) compared to the non-R/R131 genotype. CONCLUSIONS: Our data show a genetic association of the FcgammaRIIa R/R131 genotype with a more frequent occurrence of ACS as the first manifestation of coronary artery disease, probably mediated via its interaction with CRP. Genotyping of this FcgammaRIIa variant could help to improve risk stratification in the course of coronary disease in the future.


Assuntos
Síndrome Coronariana Aguda/genética , Doença da Artéria Coronariana/genética , Genótipo , Polimorfismo Genético , Receptores de IgG/genética , Síndrome Coronariana Aguda/diagnóstico , Idoso , Proteína C-Reativa/metabolismo , Doenças Cardiovasculares/diagnóstico , Doenças Cardiovasculares/genética , Estudos de Casos e Controles , Doença da Artéria Coronariana/diagnóstico , Feminino , Predisposição Genética para Doença , Variação Genética , Humanos , Masculino , Pessoa de Meia-Idade , Risco
20.
J Virol ; 83(6): 2563-74, 2009 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-19129458

RESUMO

Human herpesvirus 8 (HHV-8) is the etiologic agent of Kaposi's sarcoma and primary effusion lymphoma. Activation of the cellular transcription factor nuclear factor-kappa B (NF-kappaB) is essential for latent persistence of HHV-8, survival of HHV-8-infected cells, and disease progression. We used reverse-transfected cell microarrays (RTCM) as an unbiased systems biology approach to systematically analyze the effects of HHV-8 genes on the NF-kappaB signaling pathway. All HHV-8 genes individually (n = 86) and, additionally, all K and latent genes in pairwise combinations (n = 231) were investigated. Statistical analyses of more than 14,000 transfections identified ORF75 as a novel and confirmed K13 as a known HHV-8 activator of NF-kappaB. K13 and ORF75 showed cooperative NF-kappaB activation. Small interfering RNA-mediated knockdown of ORF75 expression demonstrated that this gene contributes significantly to NF-kappaB activation in HHV-8-infected cells. Furthermore, our approach confirmed K10.5 as an NF-kappaB inhibitor and newly identified K1 as an inhibitor of both K13- and ORF75-mediated NF-kappaB activation. All results obtained with RTCM were confirmed with classical transfection experiments. Our work describes the first successful application of RTCM for the systematic analysis of pathofunctions of genes of an infectious agent. With this approach, ORF75 and K1 were identified as novel HHV-8 regulatory molecules on the NF-kappaB signal transduction pathway. The genes identified may be involved in fine-tuning of the balance between latency and lytic replication, since this depends critically on the state of NF-kappaB activity.


Assuntos
Herpesvirus Humano 8/imunologia , NF-kappa B/antagonistas & inibidores , NF-kappa B/biossíntese , Biologia de Sistemas/métodos , Proteínas Virais/metabolismo , Linhagem Celular , Perfilação da Expressão Gênica , Técnicas de Silenciamento de Genes , Humanos , Análise de Sequência com Séries de Oligonucleotídeos , Proteínas Virais/genética
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