The COVID-19 pandemic, with its multiple variants, has placed immense pressure on the global healthcare system. An early effective screening and grading become imperative towards optimizing the limited available resources of the medical facilities. Computed tomography (CT) provides a significant non-invasive screening mechanism for COVID-19 infection. An automated segmentation of the infected volumes in lung CT is expected to significantly aid in the diagnosis and care of patients. However, an accurate demarcation of lesions remains problematic due to their irregular structure and location(s) within the lung. A novel deep learning architecture, Mixed Attention Deeply Supervised Network (MiADS-Net), is proposed for delineating the infected regions of the lung from CT images. Incorporating dilated convolutions with varying dilation rates, into a mixed attention framework, allows capture of multi-scale features towards improved segmentation of lesions having different sizes and textures. Mixed attention helps prioritise relevant feature maps to be probed, along with those regions containing crucial information within these maps. Deep supervision facilitates discovery of robust and discriminatory characteristics in the hidden layers at shallower levels, while overcoming the vanishing gradient. This is followed by estimating the severity of the disease, based on the ratio of the area of infected region in each lung with respect to its entire volume. Experimental results, on three publicly available datasets, indicate that the MiADS-Net outperforms several state-of-the-art architectures in the COVID-19 lesion segmentation task; particularly in defining structures involving complex geometries.
Introduction: There were concerns that suicide deaths might increase due to Covid-19 pandemic-related stressors. Previous research demonstrated that suicide deaths actually decreased in 2020 in the US. An update covering 2021-2022 with regional data is warranted. Methods: Observational cohort, US and regional data. Expected monthly deaths were modeled using pre-pandemic US and regional data (2015-2020). Mortality data was accessed from CDC public reporting. Results: We find that suicide deaths in the United States were below expected levels throughout the pandemic period (March 1, 2020-June 30,2022) with >4,100 fewer suicide deaths than would have been expected to occur during the study period. Stratifying suicide mortality by US Census Bureau region yielded statistically significant decreases from expected suicide deaths in all regions except the Midwest, (which recorded no significant change in suicide deaths during the overall pandemic period). Conclusion: Suicide mortality is down in the US since the pandemic began, through June 30, 2022. Possible explanations include an early 9coming together9 effect; Later, increased access to mental health resources and a greater focus on mental health in the media may have reduced stigma and barriers in seeking necessary psychiatric care.
Quantifying neutralising capacity of circulating SARS-COV-2 antibodies is critical in evaluating protective humoral immune responses generated post-infection/post-vaccination. Here we describe a novel medium-throughput flow cytometry-based micro-neutralisation test to evaluate Neutralising Antibody (NAb) responses against live SARS-CoV-2 Wild Type and Variants of Concern (VOC) in convalescent/vaccinated populations. Flow Cytometry-Based Micro-Neutralisation Test (Micro-NT) was performed in 96-well plates using clinical isolates WT-B, WT-B.177.18 and/or VOCs Beta and Omicron. Plasma samples (All Ireland Infectious Diseases (AIID) Cohort) were serially diluted (8 points, half-log) from 1/20 and pre-incubated with SARS-CoV-2 (1h, 37°C). Virus-plasma mixture were added onto VERO E6/VERO E6 TMPRSS2 cells for 18h. Percentage infected cells was analysed by automated flow cytometry following trypsinisation, fixation and SARS-CoV-2 Nucleoprotein intracellular staining. Half-maximal Neutralisation Titres (NT50) were determined using four-parameter logistic regression. Our assay was compared to Plaque Reduction Neutralisation Test (PRNT) and validated against WHO anti-SARS-CoV-2 Immunoglobulin Standards. Using WHO Standards with low, medium or high anti-SARS-CoV-2 IgG, both Micro-NT and PRNT achieved comparable NT50 values. Micro-NT was found to be highly reproducible (inter-assay CV of 11.64%). Screening 190 convalescent samples and 11 COVID-19 naive controls (AIID cohort) we demonstrated that Micro-NT has broad dynamic range differentiating NT50s <1/20 to >1/5000. We could also characterise immune-escape VOC observing up to 10-fold reduction in NT50 against SARS-CoV-2 Beta variant. Our flow cytometry-based Micro-NT is a robust and reliable assay to quantify NAb titres, and has been selected as an endpoint in clinical trials. It has higher throughput (96 well format versus 12 well) and reduced infection time (18h vs 48-96h) compared to the gold standard PRNT.
There are many factors in the current phase of the COVID-19 pandemic that signal the need for new modeling ideas. In fact, most traditional infectious disease models do not address adequately the waning immunity, in particular as new emerging variants have been able to brake the immune shield acquired either by previous infection by a different strain of the virus, or by inoculation of vaccines not effective for the current variant. Furthermore, in a post-pandemic landscape in which reporting is no longer a default, it is impossible to have reliable quantitative data at the population level. Our contribution to COVID-19 post-pandemic modeling is a simple mathematical predictive model along the age-distributed population framework, that can take into account the waning immunity in a transparent and easily controllable manner. Numerical simulations show that under static conditions, the model produces periodic solutions that are qualitatively similar to the reported data, with the period determined by the immunity waning profile. Evidence from the mathematical model indicates that the immunity dynamics is the main factor in the recurrence of infection spikes, however, irregular perturbation of the transmission rate, due to either mutations of the pathogen or human behavior, may result in suppression of recurrent spikes, and irregular time intervals between consecutive peaks. The spike amplitudes are sensitive to the transmission rate and vaccination strategies, but also to the skewness of the profile describing the waning immunity, suggesting that these factors should be taken into consideration when making predictions about future outbreaks.
Digital Tools to Expand COVID-19 Testing in Exposed Individuals in Cameroon - Condition: Â COVID-19
Intervention:  Other: Digital based contact tracing
Sponsors:  Elizabeth Glaser Pediatric AIDS Foundation;  Find
Recruiting
Evaluation of the Outcome of COVID-19 Patients Discharged Home on Oxygen Therapy - Condition: Â COVID-19
Intervention:  Other: Phone satisfaction questionnaire
Sponsor:  Centre Hospitalier René Dubos
Not yet recruiting
Postural Changes and Severe COVID-19 - Condition: Â COVID-19
Intervention: Â Behavioral: Postural interventions based on pulmonary imaging
Sponsor:  Wuhan Union Hospital, China
Recruiting
Efficacy and Safety of Jaktinib in Patients With COVID-19 Pneumonia. - Condition: Â COVID-19Â Pneumonia
Interventions: Â Drug:Â Jaktinib; Â Drug:Â Placebo
Sponsor:  First Affiliated Hospital of Zhejiang University
Not yet recruiting
A Chatbot to Enhance COVID-19 Knowledge - Condition: Â COVID-19
Interventions:  Device: chatbot;  Other: Printed educational booklet
Sponsor:  Sun Yat-sen University
Not yet recruiting
Awaken Prone Positioning Ventinlation in COVID-19 Patients - Condition: Â COVID-19
Intervention:  Procedure: Awaken prone positioning ventilation
Sponsor:  Southeast University, China
Enrolling by invitation
Effect of a Traditional Chinese Medicine Formulation on COVID-19 Infection - Condition: Â COVID-19
Interventions:  Drug: Traditional Chinese Medicine Formulation;  Other: Placebo Treatment
Sponsor:  First Affiliated Hospital Xi’an Jiaotong University
Not yet recruiting
Study of SHEN26 Capsule in Patients With Mild to Moderate COVID-19 - Condition: Â COVID-19
Interventions:  Drug: SHEN26 dose 1;  Drug: SHEN26 dose 2;  Drug: SHEN26 placebo
Sponsor:  Shenzhen Kexing Pharmaceutical Co., Ltd.
Recruiting
Study on the Safety and Efficacy of Meplazumab for Injection Patients COVID-19 - Condition: Â COVID-19
Interventions:  Biological: Meplazumab foe injection;  Other: Normal saline
Sponsor: Â Jiangsu Pacific Meinuoke Bio Pharmaceutical Co Ltd
Not yet recruiting
Study on the Safety and Efficacy of Meplazumab for Injection in Severe Patients With COVID-19 - Condition: Â COVID-19
Interventions:  Biological: Meplazumab for injection;  Other: Normal saline
Sponsor: Â Jiangsu Pacific Meinuoke Bio Pharmaceutical Co Ltd
Not yet recruiting
Bright Light Therapy for Post-COVID-19 Fatigue - Condition:  Post COVID-19 Condition
Interventions:  Device: Bright light therapy;  Device: Dim red light therapy
Sponsor:  Chinese University of Hong Kong
Not yet recruiting
Oropharyngeal Immunoprophylaxis With High Polyphenolic Olive Oil as Clinical Spectrum Mitigating Factor in COVID-19. - Condition: Â COVID-19
Intervention: Â Dietary Supplement: High polyphenolic olive oil. (Early harvest olive oil).
Sponsor:  Hospital General Nuestra Señora del Prado
Completed
A Randomized, Phase I Study of DNA Vaccine OC-007 as a Booster Dose of COVID-19 Vaccine - Conditions:  COVID-19 Respiratory Infection;  COVID-19 Vaccine Adverse Reaction
Interventions:  Biological: DNA vaccine OC-007;  Other: Placebo
Sponsor:  Matti Sällberg
Not yet recruiting
Evaluate the Efficacy and Safety of FB2001 for Inhalation in Patients With Mild to Moderate COVID-19 - Condition:  Mild to Moderate COVID-19
Interventions: Â Drug:Â FB2001; Â Drug:Â FB2001Â placebo
Sponsor:  Frontier Biotechnologies Inc.
Recruiting
UC-MSCs in the Treatment of Severe and Critical COVID-19 Patients - Conditions:  Mesenchymal Stem Cell;  COVID-19 Pneumonia
Interventions:  Biological: umbilical cord mesenchymal stem cells;  Drug: paxlovid
Sponsor:  Shanghai East Hospital
Recruiting
Antiviral Potential of Melissa officinalis L.: A Literature Review - The use of synthetic drugs has increased in recent years; however, herbal medicine is yet more trusted among a huge population worldwide; This could be due to minimal side effects, affordable prices, and traditional beliefs. Lemongrass (Melissa officinalis) has been widely used for reducing stress and anxiety, increasing appetite and sleep, reducing pain, healing wounds, and treating poisonous insect bites and bee stings for a long time. Today, research has shown that this plant can also fight…
Broad-Spectrum Cyclopropane-Based Inhibitors of Coronavirus 3C-like Proteases: Biochemical, Structural, and Virological Studies - The advent of SARS-CoV-2, the causative agent of COVID-19, and its worldwide impact on global health, have provided the impetus for the development of effective countermeasures that can be deployed against the virus, including vaccines, monoclonal antibodies, and direct-acting antivirals (DAAs). Despite these efforts, the current paucity of DAAs has created an urgent need for the creation of an enhanced and diversified portfolio of broadly acting agents with different mechanisms of action that…
Paradoxical interaction between nirmatrelvir/ritonavir and voriconazole in a patient with COVID-19 - This case is based on a drug interaction between nirmatrelvir/ritonavir (approved drug for COVID-19) and voriconazole is presented, possibly derived from the bidirectional effect of ritonavir on the 2 main voriconazole metabolising enzymes (cytochrome P450 3A and 2C19) ritonavir inhibits the former and induces the latter respectively. According to the main pharmacotherapeutic information databases, in the interaction between both drugs, a decrease in the area under the curve of voriconazole is…
PCSK9 Inhibition During the Inflammatory Stage of SARS-CoV-2Â Infection - CONCLUSIONS: PCSK9 inhibition compared with placebo reduced the primary endpoint of death or need for intubation and IL-6 levels in severe COVID-19. Patients with more intense inflammation at randomization had better survival with PCSK9 inhibition vs placebo, indicating that inflammatory intensity may drive therapeutic benefits. (Impact of PCSK9 Inhibition on Clinical Outcome in Patients During the Inflammatory Stage of the COVID-19 [IMPACT-SIRIO 5]; NCT04941105).
Identification of Natural Products Inhibiting SARS-CoV-2 by Targeting Viral Proteases: A Combined in Silico and in Vitro Approach - In this study, an integrated in silico-in vitro approach was employed to discover natural products (NPs) active against SARS-CoV-2. The two SARS-CoV-2 viral proteases, i.e., main protease (M^(pro)) and papain-like protease (PL^(pro)), were selected as targets for the in silico study. Virtual hits were obtained by docking more than 140,000 NPs and NP derivatives available in-house and from commercial sources, and 38 virtual hits were experimentally validated in vitro using two enzyme-based…
Potential of plant extracts in targeting SARS-CoV-2 main protease: an in vitro and in silico study - The deaths caused by the covid-19 pandemic have recently decreased due to a worldwide effort in vaccination campaigns. However, even vaccinated people can develop a severe form of the disease that requires ICU admission. As a result, the search for antiviral drugs to treat these severe cases has become a necessity. In this context, natural products are an interesting alternative to synthetic medicines used in drug repositioning, as they have been consumed for a long time through traditional…
Functionalized Fullerene for Inhibition of SARS-CoV-2 Variants - As virus outbreaks continue to pose a challenge, a nonspecific viral inhibitor can provide significant benefits, especially against respiratory viruses. Polyglycerol sulfates recently emerge as promising agents that mediate interactions between cells and viruses through electrostatics, leading to virus inhibition. Similarly, hydrophobic C(60) fullerene can prevent virus infection via interactions with hydrophobic cavities of surface proteins. Here, two strategies are combined to inhibit…
Detailed Insights into the Inhibitory Mechanism of New Ebselen Derivatives against Main Protease (Mpro) of Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) - SARS-CoV-2 main protease (M(pro)/3CL(pro)) is a crucial target for therapeutics, which is responsible for viral polyprotein cleavage and plays a vital role in virus replication and survival. Recent studies suggest that 2-phenylbenzisoselenazol-3(2H)-one (ebselen) is a potent covalent inhibitor of M^(pro), which affects its enzymatic activity and virus survival. Herein, we synthesized various ebselen derivatives to understand the mechanism of M^(pro) inhibition by ebselen. Using ebselen…
SARS-CoV-2 Z-RNA activates the ZBP1-RIPK3 pathway to promote virus-induced inflammatory responses - SARS-CoV-2 infection can trigger strong inflammatory responses and cause severe lung damage in COVID-19 patients with critical illness. However, the molecular mechanisms by which the infection induces excessive inflammatory responses are not fully understood. Here, we report that SARS-CoV-2 infection results in the formation of viral Z-RNA in the cytoplasm of infected cells and thereby activates the ZBP1-RIPK3 pathway. Pharmacological inhibition of RIPK3 by GSK872 or genetic deletion of MLKL…
D614G SARS-CoV-2 Pseudovirus Infectivity and Binding of Spike Protein to the ACE2 Receptor Inversely Correlates with Serum SARS-CoV-2-Specific IgG Levels - Understanding the functional characteristics of antibodies produced against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) will assist in the determination of disease outcomes for this virus. In this study, the ability of antibodies to inhibit viral entry into the host cell through the interaction of the receptor binding domain of the viral spike protein and the angiotensin-converting enzyme 2 receptor on the human cell surface was investigated. The SARS-CoV-2 IgG levels in 20…
Discovery of Natural Bisbenzylisoquinoline Analogs from the Library of Thai Traditional Plants as SARS-CoV-2 3CLPro Inhibitors: In Silico Molecular Docking, Molecular Dynamics, and In Vitro Enzymatic Activity - The emergence of SARS-CoV-2 in December 2019 has become a global issue due to the continuous upsurge in patients and the lack of drug efficacy for treatment. SARS-CoV-2 3CL^(Pro) is one of the most intriguing biomolecular targets among scientists worldwide for developing antiviral drugs due to its relevance in viral replication and transcription. Herein, we utilized computer-assisted drug screening to investigate 326 natural products from Thai traditional plants using structure-based virtual…
Discovery of All-d-Peptide Inhibitors of SARS-CoV-2 3C-like Protease - During the replication process of SARS-CoV-2, the main protease of the virus [3-chymotrypsin-like protease (3CL^(pro))] plays a pivotal role and is essential for the life cycle of the pathogen. Numerous studies have been conducted so far, which have confirmed 3CL^(pro) as an attractive drug target to combat COVID-19. We describe a novel and efficient next-generation sequencing (NGS) supported phage display selection strategy for the identification of a set of SARS-CoV-2 3CL^(pro) targeting…
High Throughput Screening for Drugs that Inhibit 3C-Like Protease in SARS-CoV-2 - The SARS coronavirus 2 (SARS-CoV-2) pandemic remains a major problem in many parts of the world and infection rates remain at extremely high levels. This high prevalence drives the continued emergence of new variants, and possibly ones that are more vaccine-resistant and that can drive infections even in highly vaccinated populations. The high rate of variant evolution makes clear the need for new therapeutics that can be clinically applied to minimize or eliminate the effects of COVID-19. With…
Relationship between behavioral inhibition/activation system and Internet addiction among Chinese college students: The mediating effects of intolerance of uncertainty and self-control and gender differences - CONCLUSIONS: These findings extend our understanding of how BIS/BAS influence Internet addiction among college students and suggest that not only should training approaches based on intolerance of uncertainty and self-control be fully considered, but different intervention programs should be focused on gender sensitivity to maximize the intervention effect.
miR-615 facilitates porcine epidemic diarrhea virus replication by targeting IRAK1 to inhibit type III interferon expression - Porcine epidemic diarrhea virus (PEDV) in the Coronavirus family is a highly contagious enteric pathogen in the swine industry, which has evolved mechanisms to evade host innate immune responses. The PEDV-mediated inhibition of interferons (IFNs) has been linked to the nuclear factor-kappa B (NF-κB) pathway. MicroRNAs (miRNAs) are involved in virus-host interactions and IFN-I regulation. However, the mechanism by which the PEDV regulates IFN during PEDV infection has not yet been investigated in…