Outcomes of Sars-Cov-2 Infection in Patients with Anca Associated Vasculitis. Data from the National Sar-Covid Registry

Objectives: To describe the clinical characteristics and outcomes of SARSCoV-2 infection in patients with systemic vasculitis. Method(s): Observational, multicenter, cross-sectional analytical study in patients 18 or older diagnosed with systemic vasculitis with confirmed SARSCoV-2 infection (RT-PCR or serology) included in the SAR-COVID registry. Patients were evaluated from July 2020 to February 2022. Patients diagnosed with ANCA-associated vasculitis (AAV), other systemic vasculitides (Giant cell arteritis, Takayasu), and a control group of patients with other rheumatological diseases matched by age, sex, comorbidities, and date of SARS-CoV-2 infection. The survival curve of the groups was studied by Kaplan-Meier and compared through the Log-Rank Test. A Cox regression model will be performed to adjust survival for different variables (sex, age, treatments for underlying disease, treatments for viral infection, smoking, obesity, d-dimer level, and disease activity). Result(s): A total of 282 out of 2694 patients in the SAR-COVID registry were included, 57.4%women with a mean age of 55.7 years (SD 14.1). Fifty-four patients in the AAV group, 32 in the other vasculitis group, and 196 controls were studied. Hospitalization was required in 53.7% of the AAV group, 37.5% in other vasculitides, and 26.2% in the control group. 5.6% of patients in the control group presented acute respiratory distress syndrome (ARDS), 15.6% in the other vasculitis group, and 22.2% in the AAV group (p alpha 0.001). Complete recovery was observed in 82.3% of patients in the control group, 75%in the other vasculitis group, and 63%in the AAV group.We observed that 5.7% of the patients in the control group died from COVID-19, 9.4%from other vasculitides, and 27.8% in the AAV group (p alpha 0.001). We found a lower survival in the AAV group compared to the control group (p alpha 0.005). In the multivariate Cox regression model, older age (HR:1.05 IC95%1.01-1.09 p = 0.01), BMI > 40 (HR:13.2 IC95% 2.1-83.2 p = 0.01), and high activity of the underlying disease (HR:16 95% CI 3.7-69.4 p alpha 0.005) were associated with lower survival. Conclusion(s): In conclusion, patients diagnosed with AAV presented a worse disease course during SARS-CoV-2 infection with a more frequent requirement for invasive mechanical ventilation. Likewise, these patients showed lower survival compared to patients with other autoimmune diseases.

New Short RNA Motifs Potentially Relevant in the SARS-CoV-2 Genome

Background: The coronavirus disease has led to an exhaustive exploration of the SARS-CoV-2 genome. Despite the amount of information accumulated, the prediction of short RNA motifs encoding peptides mediating protein-protein or protein-drug interactions has received limited attention. Objective(s): The study aims to predict short RNA motifs that are interspersed in the SARS-CoV-2 genome. Method(s): A method in which 14 trinucleotide families, each characterized by being composed of triplets with identical nucleotides in all possible configurations, was used to find short peptides with biological relevance. The novelty of the approach lies in using these families to search how they are distributed across genomes of different CoV genera and then to compare the distributions of these families with each other. Result(s): We identified distributions of trinucleotide families in different CoV genera and also how they are related, using a selection criterion that identified short RNA motifs. The motifs were reported to be conserved in SARS-CoVs;in the remaining CoV genomes analysed, motifs contained, exclusively, different configurations of the trinucleotides A, T, G and A, C, G. Eighty-eight short RNA motifs, ranging in length from 12 to 49 nucleotides, were found: 50 motifs in the 1a polyprotein-encoding orf, 27 in the 1b polyprotein-encoding orf, 5 in the spike-encoding orf, and 6 in the nucleocapsid-encoding orf. Although some motifs (~27%) were found to be intercalated or attached to functional peptides, most of them have not yet been associated with any known functions. Conclusion(s): Some of the trinucleotide family distributions in different CoV genera are not random;they are present in short peptides that, in many cases, are intercalated or attached to functional sites of the proteome.Copyright © 2022 Bentham Science Publishers.

Implications of Pre-Transplant (tx) COVID-19 on SOT or HCT: A Multicenter Study

Purpose: Describe outcomes of patients (pt) with pre-tx COVID-19. Method(s): Multicenter study of SOT/HCT candidates who had a positive (pos) SARS-CoV-2 PCR pre-tx. Result(s): Pre-tx: Of 208 pt, median age was 56 (range 3-76). 87.8% were SOT candidates (40.5% kidney, 40.5% liver, 9.8% lung, 6.9% heart, 2.3% pancreas) and 13.9% were HCT candidates (54.2% allo, 45.8% auto). Pt underwent a median of 2 tests (range 1 - 14). In 41% of pt, > 1 neg PCR was required by the tx center before reactivation. Neg PCR was documented in 67.4% of pt at a median of 41 days (18-68) after pos PCR. Waitlist mortality was 11.0%;deaths were due to COVID-19 in 60% (12/20). Post-tx (all pt): 78 pt underwent tx at a median of 65.5 days (range 17-324) from COVID-19;71/78 have completed 4-weeks of follow-up. 24/78 (30.7%) pt were still PCR pos at time of tx (details below). 54/78 (69.2%) pt underwent routine PCR testing post-tx;62% were tested regularly for 8 weeks. Only 1 pt, who remained asymptomatic, developed recurrent pos PCR on surveillance testing 18 days post-tx. 1 pt had graft loss. There were no deaths at 4 weeks post-tx. Pt transplanted without a negative PCR: 24 pt with COVID-19 did not have neg PCR at time of tx: 9 (37.5%) kidney, 9 (37.5%) liver, 2 (8.3%) SLK, 1 (4.2%) lung, 1 heart (4.2%), 2 auto-HSCT (8.3%), 2 allo-HSCT (8.3%). Of 24 pt who were reactivated at a median of 21 days (range 8 - 38) from COVID-19 diagnosis, 7 underwent tx emergently (5 liver, 1 lung, 1 heart). 20/24 completed 4-weeks of follow-up;all were alive. PCR Cycle thresholds (Ct) increased over time, suggesting a reduction in SARS-CoV-2 viral loads with time elapsed since COVID-19 diagnosis. Conclusion(s): Short-term outcomes of transplantation in SOT/HCT candidates with prior COVID-19 were promising in this small cohort, even with a positive PCR going into transplant. Whether documentation of a negative PCR should be required for all tx candidates with a history of COVID-19 prior to transplantation should be investigated further, particularly among lung tx candidates. For certain tx candidates with COVID-19, relying time-based strategy instead of a test-based strategy may be safe.

GLUCOCORTICOIDS, RITUXIMAB and the PRESENCE of INTERSTITIAL LUNG DISEASE ARE ASSOCIATED with POOR OUTCOMES of the SARS-COV-2 INFECTION in PATIENTS with RHEUMATOID ARTHRITIS: DATA from the NATIONAL REGISTRY SAR-COVID

Background: High disease activity, treatment with glucocorticoids (GC) and rituximab (RTX), have been related to worse outcomes of COVID-19. Objectives: To assess the clinical characteristics and severity of the SARS-CoV-2 infection in patients with rheumatoid arthritis (RA) included in the SAR-COVID registry and to identify factors associated with poor outcomes. Methods: SAR-COVID is a national, longitudinal and observational registry. Patients of ≥18 years old, with diagnosis of RA (ACR-EULAR criteria 2010) who had confrmed SARS-CoV-2 infection (RT-PCR or positive serology) were included between 13-8-20 and 31-7-21. Sociodemographic and clinical data, comorbidities, disease activity and treatment at the moment of the SARS-CoV-2 infection were collected. Additionally, infection symptoms, complications, medical interventions and treatments for COVID-19 were registered. Infection severity was assessed using the WHO-ordinal scale (WHO-OS)1. A cut-off value of ≥5 identifed patients with severe COVID-19 and those who died. Statistical analysis: Descriptive statistics. Chi2 or Fischer test, Student T test or Mann-Whitney and Kruskal Wallis or ANOVA, as appropriate. Multiple logistic regression model. Results: A total of 801 patients were included, with a mean age of 53.1 ± 12.9 years, most of them were female (84.5%) and the median (m) disease duration was 8 years (IQR 4-14). One third were in remission and 46.4% had comor-bidities, being the most frequent, hypertension (26.9 %), dyslipidemia (13.5 %), obesity (13.4 %) and diabetes (8.9%). Moreover, 3.2% had interstitial lung disease (ILD) associated with RA. At SARS-CoV-2 diagnosis, 42.5% were receiving glucocorticoids (GC), 73.9% conventional (c) disease modifying antirheumatic drugs (DMARD), 24% biologic (b) DMARD and 9.1% targeted synthetic (ts) DMARD. Among bDMARD, the most frequently used were TNF inhibitors (17%), followed by abatacept (2.8%), IL-6 inhibitors (2.4%) and rituximab (RTX) (2.1%). During the SARS-CoV-2 infection, 95.8% had symptoms, 27% required hospital-ization, 7.9% presented complications and 4.4% died due to COVID-19. Severe disease and death (WHO-OS≥5) was present in 7.5% of the patients. They were older (62.9±12.5 vs 52.2±12.7, p<0.001), and they had more frequently ILD (18.5% vs 2%, p<0.001), comorbidities (82.5% vs 43.7%, p<0.001), ≥2 comor-bidities (60.3% vs 25.8%, p<0.001), treatment with GC (61% vs 40.7%, p=0.04) and RTX (8.3% vs 1.6%, p=0.007). Conversely, the use of cDMARD and TNF inhibitors was more frequent in patients with WHO-OS<5, nevertheless this difference was not signifcant. Disease activity was comparable between groups. In multivariable analysis, older age, the presence of diabetes, ILD, the use of GC and RTX were signifcantly associated with WHO-OS≥5 (Figure 1). Furthermore, older age (65.7±10.8 vs 52.4±12.8, p<0.001), the presence of comor-bidities (87.9% vs 44.7%, p<0.001), chronic obstructive pulmonary disease (21.9% vs 5.2%, p=0.002), diabetes (30.3% vs 7.9%, p<0.001), hypertension (57.6% vs 25.6%, p<0.001), cardiovascular disease (15.6% vs 3.2%, p=0.005), cancer (9.1% vs 1.3%, p=0.001), ILD (23.3% vs 2.4%, p<0.001) and the use of GC (61.8% vs 41.4%, p=0.02) were associated with mortality. Older age [OR 1.1 IC95% 1.06-1.13] and the use of GC 5-10 mg/day [OR 4.6 IC95% 1.8-11.6] remained signifcantly associated with death due to COVID-19. Conclusion: Treatment with RTX and GC, as well as older age, the presence of diabetes and ILD were associated with poor COVID-19 outcomes in this national cohort of patients with RA. Older patients and those taking GC had a higher mortality rate.

SAFETY and EFFICACY of VACCINES for SARS-COV-2 in PATIENTS with RHEUMATIC and IMMUNEMEDIATED INFLAMMATORY DISEASES: DATA from the ARGENTINEAN REGISTRY SAR-COVAC

Background: Currently there is little information on the efficacy and safety of SARS-CoV-2 vaccination in patients with immune-mediated diseases and/or under immunosuppressive treatment in our country, where different types of vaccines and mix regimens are used. For this reason, the Argentine Society of Rheumatology (SAR) with the Argentine Society of Psoriasis (SOARPSO) set out to develop a national register of patients with rheumatic and immune-mediated infammatory diseases (IMIDs) who have received a SARS-CoV-2 vaccine in order to assess their efficacy and safety in this population. Objectives: To assess SARS-CoV-2 vaccine efficacy and safety in patients with rheumatic and IMIDs. Methods: SAR-CoVAC is a national, multicenter and observational registry. Adult patients with a diagnosis of rheumatic or IMIDs who have been vaccinated for SARS-CoV-2 were consecutively included between June 1st and September 17th, 2021. Sociodemographic data, comorbidities, underlying rheumatic or IMIDs, treatments received and their modifcation prior to vaccination and history of SARS-CoV-2 infection were recorded. In addition, the date and place of vaccination, type of vaccine applied, scheme and indication will be registered. Finally, adverse events (AE), as well as SARS-CoV-2 infection after the application of the vaccine were documented Results: A total of 1234 patients were included, 79% were female, with a mean age of 57.8 (SD 14.1) years. The most frequent diseases were rheumatoid arthritis (41.2%), osteoarthritis (14.5%), psoriasis (12.7%) and spondy-loarthritis (12.3%). Most of them were in remission (28.5%) and low disease activity (41.4%). At the time of vaccination, 21% were receiving glucocorti-coid treatment, 35.7% methotrexate, 29.7% biological (b) Disease Modifying Anti-Rheumatic Drugs (DMARDs) and 5.4% JAK inhibitors. Before vaccine application 16.9% had had a SARS-CoV-2 infection. Regarding the frst dose of the vaccine, the most of the patients (51.1%) received Gam-COV-ID-Vac, followed by ChAdOx1 nCoV-19 (32.8%) and BBIBP-CorV (14.5%). In a lesser proportion, BNT162b2 (0.6%), Ad26.COV2.S (0.2%) and Coro-naVac (0.2%) vaccines were used. Almost half of them (48.8%) completed the scheme, 12.5% were mix regimenes, the most frequent being Gam-COVID-Vac/mRNA-1273. The median time between doses was 51days (IQR 53). More than a quarter (25.9%) of the patients reported at least one AE after the frst dose and 15.9% after the second. The fu-like syndrome and local hypersensitivity were the most frequent manifestations. There was one case of mild anaphylaxis. No patient was hospitalized. Altogether, the incidence of AE was 246.5 events/1000 doses. BBIBP-CorV presented signifcantly lower incidence of AE in comparison with the other types of vaccines. (118.5 events/1000 doses, p<0.002 in all cases) Regarding efficacy, 63 events of SARS-CoV-2 infection were reported after vaccination, 19% occurred before 14 days post-vaccination, 57.1% after the frst dose (>14 days) and 23.8% after the second. In most cases (85.9%) the infection was asymptomatic or had an outpatient course and 2 died due to COVID-19. Conclusion: In this national cohort of patients with rheumatic and IMIDs vaccinated for SARS-CoV-2, the most widely used vaccines were Gam-COVID-Vac and ChAdOx1 nCoV-19, approximately half completed the schedule and in most cases homologously. A quarter of the patients presented some AE, while 5.1% presented SARS-CoV-2 infection after vaccination, in most cases mild.

SAFETY of SARS-COV-2 VACCINES in PATIENTS with RHEUMATIC DISEASES: DATA from the NATIONAL REGISTRY SAR-COVAC from ARGENTINA

Background: Patients with rheumatic diseases (RD) have been excluded from SARS-CoV-2 vaccine trials, though data appear to show safety and efficacy, mostly evidence remains in mRNA vaccines. In our country, adenovirus-vector, inactivated and heterologous scheme vaccines are frequently used. Objectives: To describe the safety of SARS-CoV-2 vaccines in patients with RD from the national registry SAR-CoVAC and to assess sociodemographic and clinical factors associated to AE and disease fares after vaccination. Methods: Adult patients with RD who have been vaccinated for SARS-CoV-2 from de Argentine Society of Rheumatology Vaccine Registry (SAR-CoVAC) were consecutively included between June 1st and December 21st, 2021, This is a national multicentric observational registry that includes patients that have received at least one dose of any SARS-CoV-2 available vaccines in Argentina. Data is voluntarily collected by the treating physician. Naranjo scale was use to assess the association between the AE and vaccination. Homologous and heterologous schedules were defned according to whether both vaccines received were the same or different, respectively. Descriptive statics, Chi2 test, Fischer test, T test, ANOVA and multivariate regression logistic model were used. Results: A total of 1679 patients, with 2795 SARS-CoV-2 vaccine doses were included. Vaccines more frequently used were: Gam-COVID-Vac (1227 doses, 44%), ChAdOx1 nCov-19 (872 doses, 31%), BBIBP-CorV (482 doses, 17%) and mRAN-1273 (172 doses, 6%). Altogether, 510 EA were experienced by 449 (27%) patients. Pseudo-fu syndrome was the most frequent (11%), followed by injection site reaction (7%). They were signifcantly more frequent after the frst dose in comparison to the second one (13% vs 7% and 9% vs 5%, respectively, p<0.001 in both cases). All were mild or moderate and no patient was hospitalized due to an AE. One case of moderate anaphylaxis was reported by a patient who received Gam-COVID-Vac. No cases of vaccine-induced thrombotic thrombocytopenia were observed. There were 25 disease fares reported, 17 (68%) cases of arthritis. Among patients with two doses, those with heterol-ogous schedule presented AE more frequent after the second dose (39% vs 17%).Total incidence of EA was 182.5 events/10 00 doses, it was signifcantly lower for BBIBP-CorV (105.9 events/1000 dosis, p<0.002 for all cases). The higher incidence of AE was observed for mRAN-1273 (261.6 events/1000 doses) and ChAdOx1 nCov-19 (232.8 events/1000 doses). Patients with AE were younger [mean 55 years (SD 14) vs 59 years (SD 14), p <0.010], not Caucasian ethnicity [48% vs 35%, p<0.001], had higher education level [mean 13.8 years (SD 4) vs 11.9 years (SD 5), p<0.001], were more frequently employed [54% vs 44%, p<0.001], lived mostly in urban area [99% vs 95% p <0.001, had more frequently dyslipidemia [38% vs 28% p 0.012], and less frequently arterial hypertension [49% vs 65%, p<0.001]. Systemic lupus erythematosus [11% vs 7%, p=0.039] and Sjögren syndrome [6% vs 1.8%, p<0.001] were more frequent among them, while non infammatory diseases were less prevalent [19% vs 31%, p<0.001]. They were taking steroids [24 vs 18%, p=0.007], antimalarials [17% vs 10%, p<0.001] and methotrexate [41% vs 31%, p <0.001] more frequently. In the multivariable analysis, mRAN-1273 and ChAdOx1 nCov-19 were associated with AE, while BBIBP-CorV with lower probability of having one. (Figure 1) Conclusion: The incidence of AE was 1825 events/1000 doses, were signif-cantly higher for mRAN-1273 and ChAdOx1 nCov-19 and lower for BBIBP-CorV. Most common AE was pseudo-fu syndrome. Female sex, being younger, higher education level, ChAdOx1 nCov-19 and mRAN-1273 vaccines, the use of meth-otrexate and antimalarials were related of EA in patients with RD.

THE UTILITY OF LUNG ULTRASOUND IN THE SARS-COV-2 PANDEMIC

Thoracic ultrasound is useful in the evaluation of lung parenchyma, chest wall, diaphragm and mediastinum and also as a guide in diagnostic and therapeutic interventional processes. This technique provides a large amount of useful information apart from having many advantages, such us: being simple, accesible and fast, not using ionizing radiation, etc. This paper aims to compare the radiological and ultrasound evolution of a patient admitted for SARS-CoV-2 pneumonia.

Evolution of Mental Health Online Strategies from the Early Stage of the COVID-19 Pandemic to the Pre-Vaccination Period

Background: The COVID-19 outbreak and its consequent quarantines, containment measures and social distancing imposed by authorities worldwide has caused an increase of psychological responses such as depression, abuse use, insomnia, post-traumatic stress symptoms, anger, anxiety, grief or confusion. This situation has fostered the implementation of new strategies like remote therapy to maintain the continuity of mental health (MH) care. Several international organizations (World Health Organization, the United Nations and the American Psychiatric Association) are focused on addressing the recovery from the COVID-19 pandemic, ensuring availability of emergency MH services, strengthening social cohesion, reducing the isolation, and promoting psychological support, as well as protecting human rights. This research aims to assess the evolution of online MH strategies and recommendations to cope with psychological impact of COVID-19 since early stages of the pandemic to pre-vaccination period. Methods: A sample of 24 online documents was analysed to assess their structural evolution from April 2020 to June 2021. Each document was analysed separately by two researchers. The questionnaire, developed by Almeda et al. (2021), was used to assess the content of these documents. This instrument consists of 39 items organized in seven domains (D): D1) Symptoms, D2) Mental disorders, D3) COVID-19 general information, D4) MH strategies and MH topics, D5) MH strategies and MH-related topics, D6) MH recommendations and MH topics and D7) MH recommendations and MH-related topics. To assess the structural evolution of the document in the selected periods, a T-Student for related samples was used. Results: Statistically significant differences with a negligible effect size were found in D1+D2 domains (t(23) = 3, p = 0.006, d = 0.18). An increasing concern on bereavement, sleeping problems and loneliness symptoms has been highlighted together with a greater interest on schizophrenia, bipolar disorder, chronic pain and obsessivecompulsive disorder. Statistically significant differences with negligible size effect were also found when the questions related to COVID-19 have been analysed (D3-D7;t(23) = 2.24, p = 0.035, d = 0.19). All COVID-19 information items have increased (D3) as also happened in most of the MH strategies and MH-related topics (80%;D5). In D7, D4 and D6 domains, a small increase in the information provided is highlighted. From an international point of view, England, Australia, New Zealand and Mexico are the countries with the highest rate of improvement in their strategies, followed by Ireland and Spain with small improvements. Finally, the information in the online documents of the rest of the countries remains stable. Conclusions: Online MH strategies and recommendations have improved during the pandemic period only in specific countries, especially in Mexico. Due to the high rate of mortality, bereavement has played a key role in the set of symptoms included. Globally speaking, the analysed countries are making efforts to address MH remotely, as it is evidenced in their online strategies.

Infectious Complications Following Chimeric Antigen Receptor (CAR) T-cell Therapy

Background. Chimeric antigen receptor (CAR-T) T-cell therapy is a novel immunotherapy for cancer treatment in which patients are treated with targeted, genetically-modified T-cells. Common side effects include cytokine release syndrome, neurotoxicity, hypogammaglobulinemia, and increased susceptibility to infections. Long-term infectious outcomes are poorly characterized. Methods. We retrospectively examined patients who received CAR-T therapy at BIDMC & MGH from July 2016 to March 2020 and evaluated bacterial, fungal, viral, and parasitic infections at 3 months intervals to 1 year following cell infusion. The incidence, timing, and outcomes of the infectious complications were evaluated. Results. In total, there were 47 patients;averaging 61.4 years of age (±12 years). Primary indications for CAR-T therapy included diffuse large b-cell lymphoma (65%) and multiple myeloma (25%), chronic lymphocytic leukemia (2%) and mantle cell lymphoma (2%). Patients had received an average 4 ± 2.9 lines of chemotherapy prior to CAR-T infusion;19 subjects (40%) had a history of prior autologous stem cell transplant. All patients received acyclovir for antiviral prophylaxis and most received either trimethoprim-sulfamethoxazole (24/47;51%) or atovaquone (16/47;34%) for pneumocystis prophylaxis. In the first year, 35/47 (74.5%) of subjects experienced at least one infection with an infection rate of 84.4/10,000 person days. Median time to first infection was 59 days (range 1-338 patient days). 31/47 (66.0%) subjects had at least one bacterial infection, with pulmonary (42/113;37.2%) sources being the most common site of infection. 13/47 (27.7%) of patients had a viral infection (predominantly respiratory viral infections) and 6/47 (12.8%) had a proven or probable fungal infection. Death attributed to infection was noted in 2 subjects (4.3%), both related to COVID-19. Baseline IgG levels were significantly lower in the group with infections (p=0.028), while white blood cell count and absolute neutrophil counts were comparable. Conclusion. Infectious complications, particularly of bacterial etiology, are common in the first year following CAR-T therapy. These data may inform future prophylactic strategies in this patient population.

COVID-19 pandemic and emotional contagion

This study will seek answers to a research question that aims to evaluate the patterns and the structure of pandemics and their spread in different ages and territories, always taking into account the COVID-19 pandemic: what is the significance and role of emotional contagion in how people behave during the current COVID-19 pandemic, and how do emotions spread across society from person to person, like viruses? Our methodology is based on mapping previous experiences on how societies faced collapse due to epidemic outbreaks to answer this research question. Moreover, we present an autoethnography to revise moment by moment how professional and private lives are being affected by this pandemic right now.

Antiviral drugs targeting endosomal membrane proteins inhibit distant animal and human pathogenic viruses.

The endocytic pathway is a common strategy that several highly pathogenic viruses use to enter into the cell. To demonstrate the usefulness of this pathway as a common target for the development of broad-spectrum antivirals, the inhibitory effect of drug compounds targeting endosomal membrane proteins were investigated. This study entailed direct comparison of drug effectiveness against animal and human pathogenic viruses, namely Ebola (EBOV), African swine fever virus (ASFV), and the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). A panel of experimental and FDA-approved compounds targeting calcium channels and PIKfyve at the endosomal membrane caused potent reductions of entry up to 90% in SARS-CoV-2 S-protein pseudotyped retrovirus. Similar inhibition was observed against transduced EBOV glycoprotein pseudovirus and ASFV. SARS-CoV-2 infection was potently inhibited by selective estrogen receptor modulators in cells transduced with pseudovirus, among them Raloxifen inhibited ASFV with very low 50% inhibitory concentration. Finally, the mechanism of the inhibition caused by the latter in ASFV infection was analyzed. Overall, this work shows that cellular proteins related to the endocytic pathway can constitute suitable cellular targets for broad range antiviral compounds.

Data Driven Modelling of Coronavirus Spread in Spain

During the late months of last year, a novel coronavirus was detected in Hubei, China. The virus, since then, has spread all across the globe forcing Word Health Organization (WHO) to declare COVID-19 outbreak a pandemic. In Spain, the virus started infecting the country slowly until rapid growth of infected people occurred in Madrid, Barcelona and other major cities. The government in an attempt to stop the rapssid spread of the virus and ensure that health system will not reach its capacity, implement strict measures by putting the entire country in quarantine. The duration of these measures, depends on the evolution of the virus in Spain. In this study, a Deep Neural Network approach using Monte Carlo is proposed for generating a database to train networks for estimating the optimal parameters of a SIR epidemiology model. The number of total infected people as of April 7 in Spain is considered as input to the Deep Neural Network. The adaptability of the model was evaluated using the latest data upon completion of this paper, i.e., April 14. The date range for the peak of infected people (i.e., active cases) based on the new information is estimated to be within 74 to 109 days after the first recorded case of COVID-19 in Spain. In addition, a curve fitting measure based on the squared Euclidean distance indicates that according to the current data the peak might occur before the 86 th day. Collectively, Deep Neural Networks have proven accurate and useful tools in handling big epidemiological data and for peak prediction estimates.