Bayesian Machine Learning Techniques for revealing complex interactions among genetic and clinical factors in association with extra-intestinal Manifestations in IBD patients

The objective of the study is to assess the predictive performance of three different techniques as classifiers for extra-intestinal manifestations in 152 patients with Crohn's disease. Na\uefve Bayes, Bayesian Additive Regression Trees and Bayesian Networks implemented using a Greedy Thick Thinning algorithm for learning dependencies among variables and EM algorithm for learning conditional probabilities associated to each variable are taken into account. Three sets of variables were considered: (i) disease characteristics: presentation, behavior and location (ii) risk factors: age, gender, smoke and familiarity and (iii) genetic polymorphisms of the NOD2, CD14, TNFA, IL12B, and IL1RN genes, whose involvement in Crohn's disease is known or suspected. Extra-intestinal manifestations occurred in 75 patients. Bayesian Networks achieved accuracy of 82% when considering only clinical factors and 89% when considering also genetic information, outperforming the other techniques. CD14 has a small predicting capability. Adding TNFA, IL12B to the 3020insC NOD2 variant improved the accuracy

The role of Xpert MTB/RIF in diagnosing pulmonary tuberculosis in post-mortem tissues

The extent to which the Xpert MTB/RIF (Gene Xpert) contributes to tuberculosis (TB) diagnosis in samples other than sputum and cerebrospinal fluid remains uncertain. We aimed to assess the role of Xpert MTB/RIF for detecting M. tuberculosis in post-mortem tissues. We conducted a study among 30 complete diagnostic autopsies (CDA) performed at the Maputo Central Hospital (Mozambique). Lung tissues were screened for TB in all cases. In addition other tissues were tested when compatible lesions were identified in the histological exam. We used in-house real time PCR and LAMP assays to confirm the presence of M. tuberculosis DNA. The diagnosis of tuberculosis at death was established based on microbiological and histopathological results. Eight out of 30 cases (26.7%) were diagnosed of tuberculosis. Xpert had a sensitivity to detect TB in lung tissue of 87.5% (95% CI 47.3-99.7) and a specificity of 95.7% (95% CI: 78.1-99.9). In-house DNA amplification methods and Xpert showed 93.6% concordance for lung tissue and 100% concordance for brain and liver tissues. The final cause of death was attributable to tuberculosis in four cases. Xpert MTB/RIF may represent a valuable, easy-to perform technique for post-mortem TB diagnosis

Approccio al fotoinvecchiamento cutaneo: dalle basi biologiche ai principi di trattamento

Esistono due tipi di invecchiamento: quello intrinseco che è legato principalmente a motivi genetici e ben poco influenzabili e quello estrinseco provocato da fattori esterni, e quindi modificabili, come il fumo, il tipo di alimentazione ma soprattutto la radiazione UV tanto che il più delle volte parliamo direttamente di fotoinvecchiamento. È di questo ultimo che ci occuperemo più nel dettaglio. Le modificazioni connesse con la senescenza tessutale vengono presentate da un punto di vista molecolare, clinico e funzionale; in particolare viene evidenziata l’azione dei raggi UV sulla attivazione delle MMP, gli enzimi che degradano la matrice dermica e che sono alla base del quadro istologico dell’elastosi solare. Vengono descritte poi le alterazioni istologiche della cute invecchiata cercando, dove possibile, di distinguere tra fenomeni connessi con l’invecchiamento intrinseco e estrinseco. Nella seconda parte della trattazione, sulla base della biologia, viene evidenziata la parte del trattamento, senza però dimenticare il fondamentale ruolo della prevenzione nel fotoinvecchiamento. Sulla base di dati scientifici, si presentano i principali trattamenti a disposizione del dermatologo dai retinoidi topici ai peeling passando dai laser, dalle biorivitalizzazioni e dalle radiofrequenze e descrivendo per completezza, in un approccio globale all’invecchiamento cutaneo, anche filler e trattamento con tossina botulinica

Jessner-Kanof disease: Two effective and sure therapeutic options

Jassner-Kanof disease is a benign cutaneous disorder clinically characterized by recurrent asymptomatic erythematous papules and plaques sometimes grouped with an arciformdisposition on the face, neck, and back.We describe a case of Jassner-Kanof disease resistant to conventional therapy, in which the lesions located on the arms were treated with 595 nm pulsed dye laser, and those on the trunk underwent a treatment with tacrolimus 0.03% ointment.We have compared the results and the potential side effects with the two treatments, and after 1 year of follow-up, no recurrence of cutaneous lesions were observed. © 2013 Wiley Periodicals, Inc

(Ab)use of Health Claims in Websites: The Case of Italian Bottled Waters

The massive use of web marketing makes the monitoring of nutrition and health claims used in advertising campaigns much more difficult. The present study aimed at reviewing the website content for bottled waters produced in Italy to assess (i) if nutrition and health claims are reported, (ii) what types of nutrition and health claims are reported most frequently, and (iii) if the nutrition and health claims could be considered appropriate according to the current regulation in the field. A review of the website content of the 253 bottled waters produced in Italy and reported in the annual report of Bevitalia 2016–2017 was conducted. For each brand, indications related to the preventive, curative or therapeutic properties of the water reported were examined. Bottled waters that included potentially misleading information apparently not consistent with the European Directive on the exploitation and marketing of natural mineral waters were identified. Forty bottled waters with uncertain website content were identified. The information reported in the websites referred most often to beneficial effects for urinary tract and cardiovascular systems. Present results highlight, using the bottled water case study, that website content sometimes happens to deliver misleading information to consumers, also thanks to uncertain regulation in this sensitive field

Research in nursing and nutrition: Is randomized clinical trial the actual gold standard?

The aim of this study was to assess the quality of reporting of nurse-driven randomized controlled trials involving a direct nutritional intervention. A bibliometric search for randomized controlled trials involving a direct nutritional intervention from 1991 to 2011 in nursing research was conducted. Both quality of the study and design aspects were evaluated. The prevalent randomized controlled trial design used is 2-arm parallel, individual, and randomized with a continuous primary endpoint. Global numbers of randomized controlled trials and the proportion of good-quality randomized controlled trials began a steady and marked rise, more than doubling, from the 1990s to about 2001 and increased slowly thereafter. Studies are overall sufficiently well designed, although there is still room for quality improvement. Additionally, implementation of new randomized controlled trial designs exists and should be advocated

Research in nursing and nutrition: Is randomized clinical trial the actual gold standard?

The aim of this study was to assess the quality of reporting of nurse-driven randomized controlled trials involving a direct nutritional intervention. A bibliometric search for randomized controlled trials involving a direct nutritional intervention from 1991 to 2011 in nursing research was conducted. Both quality of the study and design aspects were evaluated. The prevalent randomized controlled trial design used is 2-arm parallel, individual, and randomized with a continuous primary endpoint. Global numbers of randomized controlled trials and the proportion of good-quality randomized controlled trials began a steady and marked rise, more than doubling, from the 1990s to about 2001 and increased slowly thereafter. Studies are overall sufficiently well designed, although there is still room for quality improvement. Additionally, implementation of new randomized controlled trial designs exists and should be advocated

Dietary and Lifestyle Patterns are Associated with Heart Rate Variability

Assessment of heart rate variability (HRV) and cardiac ectopic beats is a clinically relevant topic. The present exploratory observational study aimed to inspect the relationships of lifestyle, dietary patterns, and anthropometrics with HRV, premature ventricular complexes (PVCs), and supraventricular premature complexes (SVPCs). A cross-sectional study enrolling subjects undergoing Holter monitoring was performed. Sociodemographic and clinical characteristics, body composition (full-body bio-impedentiometry), dietary patterns (validated food frequency questionnaire and 24 h dietary recall), and quality of life were assessed. Generalized additive models were estimated to evaluate the relationships between outcomes of interest and variables collected. The study enrolled 121 consecutive patients undergoing 24 h Holter monitoring. Upon univariable analysis, HRV was found to have an inverse association with mass of body fat (MBF) (p-value 0.015), while doing physical activity was associated with a significantly higher HRV (p-value 0.036). Upon multivariable analysis, fruit consumption in the 24 h dietary recall was found to be directly associated with HRV (p-value 0.044). The present findings might be useful for improving the management of patients attending cardiac rhythm labs, and to tailor ad hoc prevention strategies (modification of lifestyle and eating habits) based on Holter parameters