55 research outputs found

    Deep learning-based lung segmentation and automatic regional template in chest X-ray images for pediatric tuberculosis

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    Tuberculosis (TB) is still considered a leading cause of death and a substantial threat to global child health. Both TB infection and disease are curable using antibiotics. However, most children who die of TB are never diagnosed or treated. In clinical practice, experienced physicians assess TB by examining chest X-rays (CXR). Pediatric CXR has specific challenges compared to adult CXR, which makes TB diagnosis in children more difficult. Computer-aided diagnosis systems supported by Artificial Intelligence have shown performance comparable to experienced radiologist TB readings, which could ease mass TB screening and reduce clinical burden. We propose a multi-view deep learning-based solution which, by following a proposed template, aims to automatically regionalize and extract lung and mediastinal regions of interest from pediatric CXR images where key TB findings may be present. Experimental results have shown accurate region extraction, which can be used for further analysis to confirm TB finding presence and severity assessment. Code publicly available at https://github.com/dani-capellan/pTB_LungRegionExtractor.Comment: This work has been accepted at the SPIE Medical Imaging 2023, Image Processing conferenc

    Effect of cocoa's theobromine on intestinal microbiota of rats

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    SCOPE: To establish the role of cocoa theobromine on gut microbiota composition and fermentation products after cocoa consumption in rats. METHODS AND RESULTS: Lewis rats were fed either a standard diet (RF diet), a diet containing 10% cocoa (CC diet) or a diet including 0.25% theobromine (TB diet) for 15 days. Gut microbiota (fluorescence in situ hybridization coupled to flow cytometry and metagenomics analysis), SCFA and IgA-coated bacteria were analyzed in fecal samples. CC and TB diets induced lower counts of E. coli whereas TB diet led to lower counts of Bifidobacterium spp., Streptococcus spp. and Clostridium histolyticum-C. perfingens group compared to RF diet. Metagenomics analysis also revealed a different microbiota pattern among the studied groups. The SCFA content was higher after both CC and TB diets, which was mainly due to enhanced butyric acid production. Furthermore, both diets decreased the proportion of IgA-coated bacteria. CONCLUSION: Cocoa's theobromine plays a relevant role in some effects related to cocoa intake, such as the lower proportion of IgA-coated bacteria. Moreover, theobromine modifies gut microbiota although other cocoa compounds could also act on intestinal bacteria, attenuating or enhancing the theobromine effects

    Dietary Fat Patterns and Outcomes in Acute Pancreatitis in Spain

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    Background/Objective: Evidence from basic and clinical studies suggests that unsaturated fatty acids (UFAs) might be relevant mediators of the development of complications in acute pancreatitis (AP). Objective: The aim of this study was to analyze outcomes in patients with AP from regions in Spain with different patterns of dietary fat intake. Materials and Methods: A retrospective analysis was performed with data from 1,655 patients with AP from a Spanish prospective cohort study and regional nutritional data from a Spanish cross-sectional study. Nutritional data considered in the study concern the total lipid consumption, detailing total saturated fatty acids, UFAs and monounsaturated fatty acids (MUFAs) consumption derived from regional data and not from the patient prospective cohort. Two multivariable analysis models were used: (1) a model with the Charlson comorbidity index, sex, alcoholic etiology, and recurrent AP; (2) a model that included these variables plus obesity. Results: In multivariable analysis, patients from regions with high UFA intake had a significantly increased frequency of local complications, persistent organ failure (POF), mortality, and moderate-to-severe disease in the model without obesity and a higher frequency of POF in the model with obesity. Patients from regions with high MUFA intake had significantly more local complications and moderate-to-severe disease; this significance remained for moderate-to-severe disease when obesity was added to the model. Conclusions: Differences in dietary fat patterns could be associated with different outcomes in AP, and dietary fat patterns may be a pre-morbid factor that determines the severity of AP. UFAs, and particulary MUFAs, may influence the pathogenesis of the severity of AP

    Guía de antídotos para los centros hospitalarios de Cataluña

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    Intoxicació aguda; Emergències toxicològiques; Serveis d'urgènciesAcute poisoning; Toxicological emergencies; Emergency serviceIntoxicación aguda; Emergencias toxicológicas; Servicios de urgenciasL’elaboració de la Guia d’antídots parteix de la necessitat d’establir de forma coordinada la disponibilitat qualitativa i quantitativa d’antídots que han de tenir els diferents àmbits sanitaris de Catalunya. Aquesta guia té la finalitat d’unificar els criteris de selecció i d’utilització dels fàrmacs adients per als tractaments d’emergències toxicològiques en qualsevol Servei d’Urgència dels centres hospitalaris de Catalunya.This document is drafted according to the need to arrange a coordinated manner of qualitative and quantitative availability of antidotes that should have different health areas in Catalonia. This guide aims to unify criteria and appropriate use of drugs for the treatment of any toxicological emergencies in any emergency medical services in Catalonian hospitals.La elaboración de la Guía de antídotos parte de la necesidad de establecer de forma coordinada la disponibilidad cualitativa y cuantitativa de antídotos que deben tener los diferentes ámbitos sanitarios de Cataluña. Esta guía tiene la finalidad de unificar los criterios de selección y de utilización de los fármacos adecuados para los tratamientos de emergencias toxicológicas en los Servicios de Urgencia de los centros hospitalarios de Cataluña

    Developmental perspectives on interpersonal affective touch

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    In the last decade, philosophy, neuroscience and psychology alike have paid increasing attention to the study of interpersonal affective touch, which refers to the emotional and motivational facets of tactile sensation. Some aspects of affective touch have been linked to a neurophysiologically specialised system, namely the C tactile (CT) system. While the role of this sys-tem for affiliation, social bonding and communication of emotions have been widely investigated, only recently researchers have started to focus on the potential role of interpersonal affective touch in acquiring awareness of the body as our own, i.e. as belonging to our psychological ‘self’. We review and discuss recent developmental and adult findings, pointing to the central role of interpersonal affective touch in body awareness and social cognition in health and disorders. We propose that interpersonal affective touch, as an interoceptive modality invested of a social nature, can uniquely contribute to the ongoing debate in philosophy about the primacy of the relational nature of the minimal self

    Effect of remote ischaemic conditioning on clinical outcomes in patients with acute myocardial infarction (CONDI-2/ERIC-PPCI): a single-blind randomised controlled trial.

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    BACKGROUND: Remote ischaemic conditioning with transient ischaemia and reperfusion applied to the arm has been shown to reduce myocardial infarct size in patients with ST-elevation myocardial infarction (STEMI) undergoing primary percutaneous coronary intervention (PPCI). We investigated whether remote ischaemic conditioning could reduce the incidence of cardiac death and hospitalisation for heart failure at 12 months. METHODS: We did an international investigator-initiated, prospective, single-blind, randomised controlled trial (CONDI-2/ERIC-PPCI) at 33 centres across the UK, Denmark, Spain, and Serbia. Patients (age >18 years) with suspected STEMI and who were eligible for PPCI were randomly allocated (1:1, stratified by centre with a permuted block method) to receive standard treatment (including a sham simulated remote ischaemic conditioning intervention at UK sites only) or remote ischaemic conditioning treatment (intermittent ischaemia and reperfusion applied to the arm through four cycles of 5-min inflation and 5-min deflation of an automated cuff device) before PPCI. Investigators responsible for data collection and outcome assessment were masked to treatment allocation. The primary combined endpoint was cardiac death or hospitalisation for heart failure at 12 months in the intention-to-treat population. This trial is registered with ClinicalTrials.gov (NCT02342522) and is completed. FINDINGS: Between Nov 6, 2013, and March 31, 2018, 5401 patients were randomly allocated to either the control group (n=2701) or the remote ischaemic conditioning group (n=2700). After exclusion of patients upon hospital arrival or loss to follow-up, 2569 patients in the control group and 2546 in the intervention group were included in the intention-to-treat analysis. At 12 months post-PPCI, the Kaplan-Meier-estimated frequencies of cardiac death or hospitalisation for heart failure (the primary endpoint) were 220 (8·6%) patients in the control group and 239 (9·4%) in the remote ischaemic conditioning group (hazard ratio 1·10 [95% CI 0·91-1·32], p=0·32 for intervention versus control). No important unexpected adverse events or side effects of remote ischaemic conditioning were observed. INTERPRETATION: Remote ischaemic conditioning does not improve clinical outcomes (cardiac death or hospitalisation for heart failure) at 12 months in patients with STEMI undergoing PPCI. FUNDING: British Heart Foundation, University College London Hospitals/University College London Biomedical Research Centre, Danish Innovation Foundation, Novo Nordisk Foundation, TrygFonden

    Rapidly Dissolving Polymeric Microneedle Skin Patch of Naloxone for Opioid Overdose Treatment

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    Rapidly Dissolving Polymeric Microneedle Skin Patch of Naloxone for Opioid Overdose Treatment Tijani Akeemat1, Maria J. Peláez2, Prashant Dogra2,3, Ashana Puri1 1 Department of Pharmaceutical Sciences, Bill Gatton College of Pharmacy, East Tennessee State University, Johnson City, TN 37614. 2 Mathematics in Medicine Program, Houston Methodist Research Institute, Houston, TX 77030, USA 3 Department of Physiology and Biophysics, Weill Cornell Medical College, New York, NY 10065, USA Worldwide opioid abuse affects over 16 million people. A major cause of death in abusers is overdosing. Naloxone (NAL) is an opioid inhibitor that reverses its respiratory depressing effect. The use of this drug is limited mostly to invasive delivery: intravenous (IV), intramuscular (IM) and subcutaneous (SC) due to its significant hepatic clearance and poor oral bioavailability (2%). These routes are painful and worse still is the need for frequent injections for patient stabilization due to the short half-life of NAL. Non-invasive intranasal forms exist but this is fraught with a couple of limitations such as nasal damage and epistaxis. The need for alternatives without these limitations is thus evident. The feasibility of the use of metal microneedles (MNs) for the transdermal delivery of NAL was demonstrated in-vitro and through in-vitro in-vivo correlation modeling in our lab. The goal of the current study was to design a rapidly dissolving polymeric MN patch with delivery and pharmacokinetic (PK) properties comparable to that seen with the commercially available NAL products, eliminating their highlighted limitations. NAL loaded rapidly dissolving polyvinyl pyrrolidone-based MN arrays (500 µm, 100 needles) were fabricated by the mold casting technique. The permeation profile of fabricated MNs over a predetermined time were assessed via an in-vitro permeation set up using porcine ear skin. Samples were analyzed via HPLC. To improve on drug flux and amount permeated, the effect of increasing MN length and density (no. of needles/unit area) were assessed by fabricating MNs 300 µm longer and those with density double that of the initial array. Factors such as drug load and polymer strength influenced the needle fabrication. Compared to passive permeation, a reduced lag time of about 15 min was observed with a significant drug flux of 15.09 ± 7.68 g/cm2/h seen in the first 1 h (pin-vitro in-vivocorrelation we were able to predict an optimized design of the patch that can reproduce the clinical PK of NAL obtained with commercial devices. Increasing needle density and/or patch area was found to be of greater significance. Overall, drug flux seen over 1 h depicts the applicability of fabricated needles in opioid overdose emergencies with delivery properties comparable to that with IM and IN delivery
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