Calcolo del Pagerank: una formulazione basata sulla risoluzione di sistemi lineari

L'obiettivo di questo elaborato è introdurre il problema del calcolo del vettore di PageRank, mostrare come è tradizionalmente risolto e esporre una formulazione alternativa che richiede la risoluzione di sistemi lineari. La trattazione di conclude mostrando i risultati di un'analisi sperimentale volta ad applicare le conoscenze teoriche ad un caso reale

Cerebrospinal fluid anti-Epstein-Barr virus specific oligoclonal IgM and IgG bands in patients with clinically isolated and Guillain-Barré syndrome

Epstein-Barr virus (EBV) has been implicated in multiple sclerosis (MS) pathogenesis. We aimed to assess the frequency of EBV-specific IgG and IgM oligoclonal bands (OCB) in cerebrospinal fluid (CSF) of 50 patients with clinically isolated syndrome (CIS) and in 27 controls with Guillain-Barré syndrome (GBS). Furthermore, we assessed correlations between the presence of OCB and CIS patients' CSF, MRI, and clinical variables. There was no difference in the proportion of CIS and GB patients with positivity for anti-EBV-specific IgG/IgM OCB. There were no correlations between OCB and analyzed variables, nor were they predictive of a higher disability at 3 years

The medico-legal assessment of asylum seeker victims in Italy

Introduction: Changing patterns of migration hasrequired states andgovernments to respond to the specific medical and legal needs of asylum seekers. Based on medical assessments undertaken at the University Institute of Legal Medicine, the present study aims to describe the cases of asylum applicants who have suffered from physical violence, including torture, and the variables involved. Methods: Over a 10-year period, 225 survivors were examined by clinical forensic professionals from the University Institute of Legal Medicine. Results:85% of asylum applicants came from Africa, 87% were male, and the most common age group was 26-40 years old. 46% of applicants fled their country for political reasons. Blunt force injuries were reported in 45% of cases, the trunk was the most affected area of the body (40%), and applicants presented with an average of two different mechanisms of lesions and an average of four lesions each. Discussion/conclusion:Assessment of physical violence on asylum seekers requires the cooperation of professionals with different skillsets and training

DNA damage contributes to neurotoxic inflammation in Aicardi-Goutières Syndrome astrocytes

Aberrant induction of type I IFN is a hallmark of the inherited encephalopathy Aicardi-Goutières syndrome (AGS), but the mechanisms triggering disease in the human central nervous system (CNS) remain elusive. Here, we generated human models of AGS using genetically modified and patient-derived pluripotent stem cells harboring TREX1 or RNASEH2B loss-of-function alleles. Genome-wide transcriptomic analysis reveals that spontaneous proinflammatory activation in AGS astrocytes initiates signaling cascades impacting multiple CNS cell subsets analyzed at the single-cell level. We identify accumulating DNA damage, with elevated R-loop and micronuclei formation, as a driver of STING- and NLRP3-related inflammatory responses leading to the secretion of neurotoxic mediators. Importantly, pharmacological inhibition of proapoptotic or inflammatory cascades in AGS astrocytes prevents neurotoxicity without apparent impact on their increased type I IFN responses. Together, our work identifies DNA damage as a major driver of neurotoxic inflammation in AGS astrocytes, suggests a role for AGS gene products in R-loop homeostasis, and identifies common denominators of disease that can be targeted to prevent astrocyte-mediated neurotoxicity in AGS

Low in‑hospital mortality rate in patients with COVID‑19 receiving thromboprophylaxis: data from the multicentre observational START‑COVID Register

Abstract COVID-19 infection causes respiratory pathology with severe interstitial pneumonia and extra-pulmonary complications; in particular, it may predispose to thromboembolic disease. The current guidelines recommend the use of thromboprophylaxis in patients with COVID-19, however, the optimal heparin dosage treatment is not well-established. We conducted a multicentre, Italian, retrospective, observational study on COVID-19 patients admitted to ordinary wards, to describe clinical characteristic of patients at admission, bleeding and thrombotic events occurring during hospital stay. The strategies used for thromboprophylaxis and its role on patient outcome were, also, described. 1091 patients hospitalized were included in the START-COVID-19 Register. During hospital stay, 769 (70.7%) patients were treated with antithrombotic drugs: low molecular weight heparin (the great majority enoxaparin), fondaparinux, or unfractioned heparin. These patients were more frequently affected by comorbidities, such as hypertension, atrial fibrillation, previous thromboembolism, neurological disease,and cancer with respect to patients who did not receive thromboprophylaxis. During hospital stay, 1.2% patients had a major bleeding event. All patients were treated with antithrombotic drugs; 5.4%, had venous thromboembolism [30.5% deep vein thrombosis (DVT), 66.1% pulmonary embolism (PE), and 3.4% patients had DVT + PE]. In our cohort the mortality rate was 18.3%. Heparin use was independently associated with survival in patients aged ≥ 59 years at multivariable analysis. We confirmed the high mortality rate of COVID-19 in hospitalized patients in ordinary wards. Treatment with antithrombotic drugs is significantly associated with a reduction of mortality rates especially in patients older than 59 years

Psychiatric disorders and depression in multiple sclerosis outpatients: impact of disability and interferon beta therapy.

Associations between psychopathology and gender, duration of MS, disability and therapy with beta-interferons were studied in multiple sclerosis (MS) outpatients. A controlled descriptive epidemiological study was carried out in two Italian outpatient MS centres on 50 outpatients with clinically definite relapsing-remitting MS presenting for regular follow-up and 50 healthy controls matched for sex, age and educational level. Subjects were assessed with the Structured Clinical Interview for DSM-IV (SCID I), the Beck Depression Inventory (BDI) and the State Trait Anxiety Inventory (STAI). MS patients reported a higher prevalence of psychiatric disorders (odds ratio 3.17), with 46\% (n=23) suffering from major depressive disorder. The risk of suffering from any non-mood psychiatric disorder was also higher in MS patients than in controls (odds ratio 2.67). Risk factors for depression were female sex and severity of disability, but not therapy with interferon beta or longer duration of illness. Disability level, but not therapy with beta-interferons, is a risk factor for depression in MS outpatients. Regular screening for depression in this population is appropriate