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A new chaos–wavelet approach is presented for electroencephalogram (EEG)-based diagnosis of Alzheimer’s disease (AD) employing a recently developed concept in graph theory, visibility graph (VG). The approach is based on the research ideology that nonlinear features may not reveal differences between AD and control group in the band-limited EEG, but may represent noticeable differences in certain sub-bands. Hence, complexity of EEGs is computed using the VGs of EEGs and EEG sub-bands produced by wavelet decomposition. Two methods are employed for computation of complexity of the VGs: one based on the power of scale-freeness of a graph structure and the other based on the maximum eigenvalue of the adjacency matrix of a graph. Analysis of variation is used for feature selection. Two classifiers are applied to the selected features to distinguish AD and control EEGs: a Radial Basis Function Neural Network (RBFNN) and a two-stage classifier consisting of Principal Component Analysis (PCA) and the RBFNN. After comprehensive statistical studies, effective classification features and mathematical markers were discovered. Finally, using the discovered features and a two-stage classifier (PCA-RBFNN), a high diagnostic accuracy of 97.7% was obtained.  相似文献   
33.
Background: Psoriasis is a non‐contagious disorder that affects the skin as red scaly patches. Although the role of Malassezia species in the pathogenesis of psoriasis is still not fully understood, it is thought that these lipophilic yeasts might be a trigger factor in the exacerbation of psoriatic lesions. Methods: Using culture in a specific medium followed by the polymerase chain reaction‐restriction fragment length polymorphism method, the presence of Malassezia species in the skin of 110 patients with psoriasis was compared with that in a control group of 123 healthy patients. Results: The recovery rate of Malassezia species from the skin of patients with psoriasis was significantly lower than that in the controls. In both psoriatic and healthy skin, Malassezia globosa was isolated as the predominant species. In psoriatic patients, the rate of colonization of Malassezia furfur and Malassezia restricta was almost twice that in the controls, whereas M. globosa was isolated more frequently from healthy individuals than from patients. Conclusions: Considering the higher lipase activity secretion by M. furfur in comparison with other Malassezia species, the enzymatic release of arachidonic acid and its metabolites by M. furfur may exacerbate the inflammatory and hyperproliferative changes observed in psoriasis.  相似文献   
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36.

Background

The aim of this study is to evaluate the prognostic factors of overall survival (OS) after haematopoietic stem cell transplant (HSCT) in acute lymphoblastic leukaemia (ALL) patients using accelerated failure time (AFT), Cox proportional hazard (PH), and Cox time-varying coefficient models.

Methods

206 patients were enrolled after HSCH in Shariati Hospital between 1993 and 2007. There was evidence of marked departures from the proportional hazards assumption with two prognostic factors, relapse and chronic graft-versus-host disease (cGVHD) (P < .001). Performance among AFT and Cox''s models was assessed using explained variation and goodness of fit methods. Discrimination among the exponential, Weibull, generalized gamma (GG), log-logistic, and lognormal distributions was done using maximum likelihood and Akaike information criteria.

Results

The 5-year OS was 52% (95%CI: 47.3–56.7). Peak mortality hazard occurred at months 6–7 after HSCT followed by a decreasing trend. In univariate analysis, the data was better fitted by GG distribution than by other distributions. Univariate analysis using GG distribution showed a positive association between OS with acute graft-versus-host disease (aGVHD) (P = .021), no relapse (P < .001), cGVHD (P < .001), neutrophil recovery (P < .001) and platelet recovery (P < .001). Based on Cox PH models; however cGVHD and relapse were the predictive factors of OS (P < .001). Multivariate analysis indicated that, OS is related to relapse (P < .001) and platelet recovery (P = .037), where predictive power of Weibull AFT models was superior to Cox PH model and Cox with time-varying coefficient (R2 = 0.46 for AFT, R2 = .21 for Cox PH and R2 = .34 for Cox time-varying coefficient). Cox-Snell residual shows Weibull AFT fitted to data better than other distributions in multivariate analysis.

Conclusion

We concluded that AFT distributions can be a useful tool for recognizing prognostic factors of OS in acute lymphoblastic leukemia patients.  相似文献   
37.
The objective of this study was to evaluate the role of preoperative 18F-fluorodeoxyglucose-positron emission tomography/computed tomography scanning, preoperative lymphoscintigraphy (LS), and sentinel lymph node biopsy in patients with malignant melanoma. Fifty-two patients (36 men: 16 women; mean age 55.0+/-13.0 years; median age 61 years; range 17-76 years) with malignant melanoma were selected. According to the latest version of the American Joint Committee on Cancer staging system, the disease in the study patients was initially classified as either stage I or II. The other primary tumor characteristics were mean Breslow depth=2.87 mm and median=2 mm; range 1-12.0 mm and Clarks levels III-V. None of the study patients had clinical or radiological evidence of regional lymph node metastatic disease. At least one sentinel node was identified in all patients. Preoperative LS detected a total of 111 sentinel lymph nodes (average 2.13 sentinel lymph node per patient) and demonstrated a single nodal draining basin in 38 (73%) patients and multiple (2-3 draining basins) in the remaining 14 (27%) patients. Fourteen out of the 52 patients (27%) had at least one involved sentinel node. Positron emission tomography was true positive in two patients with a sentinel node greater than 1 cm and false positive in two other patients. In this study, the detection of sentinel lymph node by LS and gamma probe had a sensitivity of 100%. In contrast, 18F-FDG-PET imaging demonstrated very low sensitivity (14.3%; 95% CI, 2.5 to 44%) and positive predictive value (50%; 95% CI, 9 to 90%) for localizing the subclinical nodal metastases. The specificity, net present value, and diagnostic accuracy were 94.7, 75, and 73%, respectively. Preoperative fluorodeoxyglucose-positron emission tomography/computed tomography imaging is not able to substitute LS/sentinel lymph node biopsy in patients at stage I or II.  相似文献   
38.

Introduction

Neuroendocrine tumors (NETs) have proven to be appropriate neoplasms for peptide receptor radionuclide therapy (PRRT), as the majority of these slow-growing malignancies overexpress somatostatin receptors. The aim of this study was to evaluate changes in quality of life (QoL) of patients with P-NET following PRRT.

Methods

Sixty-eight patients with P-NET (31 female, mean age 61.4 y) underwent PRRT: 12 with NET of grade 1, 40 of grade 2, 8 of grade 3 (grade non-available n = 8). Prior to treatment, 39 patients showed ECOG 0, 26 patients ECOG 1, and three patients ECOG 2. Clinical assessment included evaluation of QoL and symptom changes using a standardized questionnaire (EORTC QLQ-C30) and was performed at baseline and every three months following each therapy cycle up to 12 months. Primary analysis compared QoL at baseline and after the fourth treatment cycle (N = 53).

Results

Up to four treatment cycles PRRT were performed for each patient. The median cumulative administered activity was 28.2 GBq. Primary analysis revealed that compared to baseline QoL was significantly improved revealing increased global health status (p = 0.008) and social functioning (p = 0.049) at the end of the study. Furthermore, fatigue and appetite loss showed a significant improvement after the last PRRT cycle (fatigue: p = 0.029, appetite loss p = 0.015). Sub-analyses showed that QoL was improved revealing increased global health status (3 months after first, second, and third treatment cycle p = 0.048, p = 0.002, and p < 0.001, respectively), emotional functioning (3 months after first-third cycle p = 0.003, p = 0.049, and p = 0.001, respectively) and social functioning (3 months after the first and second p < 0.001, and after the third cycle p = 0.015, respectively). Furthermore, some symptoms were significantly alleviated compared with baseline: fatigue (after first-third cycle p = 0.026, p = 0.050, and p = 0.008, respectively), nausea and vomiting (after first and second cycle p = 0.006 and p = 0.001, respectively), dyspnea (after third cycle p = 0.025), appetite loss (after first-third cycle p = 0.010, p = 0.001, and p = 0.009, respectively), constipation (after first-third cycle p = 0.050, p = 0.003, and p = 0.060, respectively).

Conclusion

PRRT is an effective treatment of P-NET improving QoL of patients in terms of increasing global health and mitigation of physical complaints.
  相似文献   
39.

Purpose

Prostate-specific membrane antigen (PSMA), a protein product of the folate hydrolase 1 (FOLH1) gene, is gaining increasing acceptance as a target for positron emission tomography/computer tomography (PET/CT) imaging in patients with several cancer types, including breast cancer. So far, PSMA expression in breast cancer endothelia has not been sufficiently characterized.

Methods

This study comprised 315 cases of invasive carcinoma of no special type (NST) and lobular breast cancer (median follow-up time 9.0 years). PSMA expression on tumor endothelia was detected by immunohistochemistry. Further, vascular mRNA expression of the FOLH1 gene (PSMA) was investigated in a cohort of patients with invasive breast cancer provided by The Cancer Genome Atlas (TCGA).

Results

Sixty percent of breast cancer cases exhibited PSMA-positive endothelia with higher expression rates in tumors of higher grade, NST subtype with Her2-positivity, and lack of hormone receptors. These findings were confirmed on mRNA expression levels. The highest PSMA rates were observed in triple-negative carcinomas (4.5 × higher than in other tumors). Further, a case of a patient with metastatic breast cancer showing PSMA expression in PET/CT imaging and undergoing PSMA radionuclide therapy is discussed in detail.

Conclusions

This study provides a rationale for the further development of PSMA-targeted imaging in breast cancer, especially in triple-negative tumors.
  相似文献   
40.
Background: In recent years, a range of innovative interventions for drug abuse treatment has been developed. The aim of the present study was to evaluate the effectiveness of video-based education on prevention of relapse and to investigate the factors that play important roles.

Methods: This is a before–after interventional design which was carried out on 40 addict clients who were admitted in the three addiction clinics in the city of Bojnourd, North East of Iran. All participants completed the questionnaire before watching the educational package digital video/versatile disc (DVD)1 and booklet1 as a pretest and one month after watching the DVD2 and reading booklet2 as a post test. The questionnaire contained 25 questions covering five factors, including family’s roles, items, treats, attitude toward behavior, friend’s roles, and self-efficacy. The Statistical Package for the Social Sciences (SPSS)-16 software was applied for data analysis

Results: The results showed that 73% of clients have remained without a history of drug intake during treatment. Family roles (U = 62.5, p = 0.011) and self-efficacy (U = 63.5, p = 0.013) were significant determinant factors for the effectiveness of the addiction treatment program. Conclusion: This study emphasized the effectiveness of the video-based education in retention of addiction treatment. It showed that the video-based education was an effective tool to increase family roles and self-efficacy in the clients.  相似文献   

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