Accurate stratification of patients with post-acute sequelae of SARS-CoV-2 infection (PASC, or long COVID) would allow precision clinical management strategies. However, the natural history of long COVID is incompletely understood and characterized by an extremely wide range of manifestations that are difficult to analyze computationally. In addition, the generalizability of machine learning classification of COVID-19 clinical outcomes has rarely been tested. We present a method for computationally modeling PASC phenotype data based on electronic healthcare records (EHRs) and for assessing pairwise phenotypic similarity between patients using semantic similarity. Our approach defines a nonlinear similarity function that maps from a feature space of phenotypic abnormalities to a matrix of pairwise patient similarity that can be clustered using unsupervised machine learning procedures. Using k-means clustering of this similarity matrix, we found six distinct clusters of PASC patients, each with distinct profiles of phenotypic abnormalities. There was a significant association of cluster membership with a range of pre-existing conditions and with measures of severity during acute COVID-19. Two of the clusters were associated with severe manifestations and displayed increased mortality. We assigned new patients from other healthcare centers to one of the six clusters on the basis of maximum semantic similarity to the original patients. We show that the identified clusters were generalizable across different hospital systems and that the increased mortality rate was consistently observed in two of the clusters. Semantic phenotypic clustering can provide a foundation for assigning patients to stratified subgroups for natural history or therapy studies on PASC.
Host genetics is a key determinant of COVID-19 outcomes. Previously, the COVID-19 Host Genetics Initiative genome-wide association study used common variants to identify multiple loci associated with COVID-19 outcomes. However, variants with the largest impact on COVID-19 outcomes are expected to be rare in the population. Hence, studying rare variants may provide additional insights into disease susceptibility and pathogenesis, thereby informing therapeutics development. Here, we combined whole-exome and whole-genome sequencing from 21 cohorts across 12 countries and performed rare variant exome-wide burden analyses for COVID-19 outcomes. In an analysis of 5,085 severe disease cases and 571,737 controls, we observed that carrying a rare deleterious variant in the SARS-CoV-2 sensor toll-like receptor TLR7 (on chromosome X) was associated with a 5.3-fold increase in severe disease (95% CI: 2.75-10.05, p=5.41x10-7). This association was consistent across sexes. These results further support TLR7 as a genetic determinant of severe disease and suggest that larger studies on rare variants influencing COVID-19 outcomes could provide additional insights.
Prolonged infections of immunocompromised individuals have been proposed as a crucial source of new variants of SARS-CoV-2 during the COVID-19 pandemic. In principle, sustained within-host antigenic evolution in immunocompromised hosts could allow novel immune escape variants to emerge more rapidly, but little is known about how and when immunocompromised hosts play a critical role in pathogen evolution. Here, we use a simple mathematical model to understand the effects of immunocompromised hosts on the emergence of immune escape variants in the presence and absence of epistasis. We show that when the pathogen does not have to cross a fitness valley for immune escape to occur (no epistasis), immunocompromised individuals have no qualitative effect on antigenic evolution (although they may accelerate immune escape if within-host evolutionary dynamics are faster in immunocompromised individuals). But if a fitness valley exists between immune escape variants at the between-host level (epistasis), then persistent infections of immunocompromised individuals allow mutations to accumulate, therefore facilitating rather than simply speeding up antigenic evolution. Our results suggest that better genomic surveillance of infected immunocompromised individuals and better global health equality, including improving access to vaccines and treatments for individuals who are immunocompromised (especially in lower- and middle-income countries), may be crucial to preventing the emergence of future immune escape variants of SARS-CoV-2.
Puerto Rico COVID-19 Vaccine Uptake Study - Condition: COVID-19
Intervention: Other: Educational intervention
Sponsors: University of Puerto Rico; National Institutes of Health (NIH); National Institute on Minority Health and Health Disparities (NIMHD)
Recruiting
Bank of Human Leukocytes From COVID-19 Convalescent Donors With an Anti-SARS-CoV-2 Cellular Immunity - Condition: COVID-19
Intervention: Other: Generation of a biobank allowing the cryopreservation of leucocytes from COVID19 convalescent donors
Sponsor: Central Hospital, Nancy, France
Not yet recruiting
Generation of SARS-CoV-2-specific T Lymphocytes From Recovered Donors and Administration to High-risk COVID-19 Patients - Condition: Severe COVID-19
Interventions: Biological: Coronavirus-2-specific T cells; Other: standard of care (SOC)
Sponsors: George Papanicolaou Hospital; General Hospital Of Thessaloniki Ippokratio
Recruiting
Beta-glucans for Hospitalised Patients With COVID-19 - Condition: COVID-19
Interventions: Drug: MC 3x3; Drug: Placebo
Sponsors: Concentra Educacion e Investigación Biomédica; Wohlstand Pharmaceutical
Not yet recruiting
A Randomised, Multi-centre, Double-blind, Phase 3 Study to Observe the Effectiveness, Safety and Tolerability of Molnupiravir Compared to Placebo Administered Orally to High-risk Adult Outpatients With Mild COVID-19 Receiving Local Standard of Care in South Africa - Condition: COVID-19
Intervention: Drug: Molnupiravir 200 mg
Sponsors: University of Witwatersrand, South Africa; Bill and Melinda Gates Foundation
Not yet recruiting
Engaging Staff to Improve COVID-19 Vaccination Response at Long-Term Care Facilities - Condition: COVID-19
Interventions: Behavioral: Full Intervention; Other: Enhanced Usual Care
Sponsors: Kaiser Permanente; Patient-Centered Outcomes Research Institute; Global Alliance to Prevent Prematurity and Stillbirth (GAPPS)
Recruiting
Value of Montelukast as a Potential Treatment of Post COVID-19 Persistent Cough - Condition: Post COVID-19
Intervention: Drug: Montelukast Sodium Tablets
Sponsor: Assiut University
Completed
Topical Antibacterial Agents for Prevention of COVID-19 - Conditions: COVID-19; SARS-CoV2 Infection
Interventions: Drug: Neosporin; Other: Vaseline
Sponsors: Yale University; Bill and Melinda Gates Foundation
Not yet recruiting
**NanoMn®_COVID-19 A Prospective, Multicenter, Randomized, Placebo-controlled, Parallel-group, Double-blind Trial to Evaluate the Clinical Efficacy of NanoManganese® on Top of Standard of Care, in Adult Patients With Moderate to Severe Coronavirus Disease 2019 (COVID-19)** - Condition: COVID-19 Pandemic
Interventions: Drug: Placebo; Drug: Experimental drug
Sponsor: Medesis Pharma SA
Recruiting
Safety and Immunogenicity of Recombinant COVID-19 Vaccine (Sf9 Cell) as a Booster - Conditions: COVID-19; SARS-CoV-2 Infection
Interventions: Biological: Recombinant COVID-19 Vaccine (Sf9 Cell); Biological: COVID-19 Vaccine (Vero Cell), Inactivated
Sponsor: WestVac Biopharma Co., Ltd.
Recruiting
Safety and Immunogenicity of Recombinant COVID-19 Variant Vaccine (Sf9 Cell) as a Booster - Conditions: COVID-19; SARS-CoV-2 Infection
Interventions: Biological: Recombinant COVID-19 variant Vaccine (Sf9 Cell); Biological: COVID-19 Vaccine (Vero Cell), Inactivated; Biological: mRNA COVID-19 vaccine (Moderna); Biological: Viral Vector COVID-19 vaccine (AstraZeneca)
Sponsor: WestVac Biopharma Co., Ltd.
Not yet recruiting
Evaluation of Effectiveness of Proprietary Rehabilitation Program in Patients After COVID-19 Infection - Conditions: COVID-19; Rehabilitation
Interventions: Other: Respiratory training with the use of resistance set on respiratory muscle trainer; Other: Respiratory training without resistance set on respiratory muscle trainer
Sponsor: Medical University of Bialystok
Recruiting
Developing an Integrative, Recovery-Based, Post-Acute COVID-19 Syndrome (PACS) Psychotherapeutic Intervention - Condition: Post-acute COVID-19 Syndrome
Intervention: Behavioral: PACS Coping and Recovery (PACS-CR) Intervention
Sponsor: VA Office of Research and Development
Not yet recruiting
Mineralocorticoid Use in COVID-19 Patients - Conditions: COVID-19; ARDS
Intervention: Drug: Fludrocortisone Acetate 0.1 MG
Sponsor: Ain Shams University
Completed
Xanthohumol as an Adjuvant Therapy in Critically Ill COVID-19 Patients - Condition: COVID-19 Respiratory Infection
Intervention: Biological: Xanthohumol - prenylated chalcone extracted from female inflorescences of hop cones (Humulus lupus). Hop-RXn™, BioActive-Tech Ltd, Lublin, Poland; http://xanthohumol.com.pl/
Sponsor: Medical University of Lublin
Suspended
Self-Masked Aldehyde Inhibitors of Human Cathepsin L Are Potent Anti-CoV-2 Agents - Cysteine proteases comprise an important class of drug targets, especially for infectious diseases such as Chagas disease (cruzain) and COVID-19 (3CL protease, cathepsin L). Peptide aldehydes have proven to be potent inhibitors for all of these proteases. However, the intrinsic, high electrophilicity of the aldehyde group is associated with safety concerns and metabolic instability, limiting the use of aldehyde inhibitors as drugs. We have developed a novel class of compounds, self-masked…
In Vitro Evaluation and Mitigation of Niclosamide’s Liabilities as a COVID-19 Treatment - Niclosamide, an FDA-approved oral anthelmintic drug, has broad biological activity including anticancer, antibacterial, and antiviral properties. Niclosamide has also been identified as a potent inhibitor of SARS-CoV-2 infection in vitro , generating interest in its use for the treatment or prevention of COVID-19. Unfortunately, there are several potential issues with using niclosamide for COVID-19, including low bioavailability, significant polypharmacology, high cellular toxicity, and unknown…
Virofree, an Herbal Medicine-Based Formula, Interrupts the Viral Infection of Delta and Omicron Variants of SARS-CoV-2 - Coronavirus disease 2019 (COVID-19) remains a threat with the emergence of new variants, especially Delta and Omicron, without specific effective therapeutic drugs. The infection causes dysregulation of the immune system with a cytokine storm that eventually leads to fatal acute respiratory distress syndrome (ARDS) and further irreversible pulmonary fibrosis. Therefore, the promising way to inhibit infection is to disrupt the binding and fusion between the viral spike and the host ACE2 receptor….
Exploration of molecular targets and mechanisms of Chinese medicinal formula Acacia Catechu -Scutellariae Radix in the treatment of COVID-19 by a systems pharmacology strategy - Coronavirus disease 2019 (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). In China, the Acacia catechu (AC)-Scutellariae Radix (SR) formula has been widely used for pulmonary infection in clinical practice for several centuries. However, the potential role and mechanisms of this formula against COVID-19 remains unclear. The present study was designed to dissect the active ingredients, molecular targets, and the therapeutic mechanisms of AC-SR formula in the…
The global succinylation of SARS-CoV-2-infected host cells reveals drug targets - SARS-CoV-2, the causative agent of the COVID-19 pandemic, undergoes continuous evolution, highlighting an urgent need for development of novel antiviral therapies. Here we show a quantitative mass spectrometry-based succinylproteomics analysis of SARS-CoV-2 infection in Caco-2 cells, revealing dramatic reshape of succinylation on host and viral proteins. SARS-CoV-2 infection promotes succinylation of several key enzymes in the TCA, leading to inhibition of cellular metabolic pathways. We…
Ubiquitination of SARS-CoV-2 NSP6 and ORF7a Facilitates NF-κB Activation - Patients with severe coronavirus disease 2019 tend to have high levels of proinflammatory cytokines, which eventually lead to cytokine storm and the development of acute respiratory distress syndrome. However, the detailed molecular mechanisms of proinflammatory cytokine production remain unknown. Here, we screened severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) genes and found that nonstructural protein 6 (NSP6) and open reading frame 7a (ORF7a) activated the NF-κB pathway. NSP6…
Recent Progress in the Development of Opaganib for the Treatment of Covid-19 - The Covid-19 pandemic driven by the SARS-CoV-2 virus continues to exert extensive humanitarian and economic stress across the world. Although antivirals active against mild disease have been identified recently, new drugs to treat moderate and severe Covid-19 patients are needed. Sphingolipids regulate key pathologic processes, including viral proliferation and pathologic host inflammation. Opaganib (aka ABC294640) is a first-in-class clinical drug targeting sphingolipid metabolism for the…
A computational evaluation of FDA medicines’ ability to inhibit hypoxia-inducible factor prolyl hydroxylase-2 (PHD-2) for acute respiratory distress syndrome - COVID-19 infection is associated with a significant fatality rate in individuals suffering from severe acute respiratory distress syndrome (ARDS). Among the several possibilities, inhibition of hypoxia-inducible factor prolyl hydroxylase-2 or prolyl hydroxylase domain-containing protein 2 (PHD2) in a hypoxia-independent way is a prospective therapeutic target for the treatment of ARDS. Vadadustat, Roxadustat, Daprodustat, Desidustat, and Enarudustat are the available clinical trial inhibitors….
Targeting the Conserved Sequence of the Substrate for the Proteinase of Severe-Acute-Respiratory-Syndrome-Coronavirus-2 (SARS-CoV-2) Using Nano-Networks: Efficacy, Stability, and No Cytotoxicity - Herein, we designed a nano peptide that contains three important motifs for targeting the chemotrypsin-like cysteine protease (3CL^(pro)) which is the enzyme responsible for Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) replication. The novel nano peptide contains the Nap Phe-Phe motif that is responsible for peptide self-assembly, an octapeptide (Ser-Ala-Val-Leu-Gln-Ser-Gly-Phe) motif where the enzyme recognizes the substrate and induces enzyme sensitivity, and a tetrapeptide…
Inhibiting Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Variants: Targeting the Spike and Envelope Proteins Using Nanomaterial Like Peptides - Coronavirus disease (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has caused significant death, economic crisis, and the world to almost completely shut down. This present study focused on targeting the novel SARS-CoV-2 envelope protein, which has not been frequently mutating, and the S protein with a much larger peptide capable of inhibiting virus-mammalian cell attraction. In doing so, molecular dynamics software was used here to model six peptides…
Complement C3 activation in the ICU: Disease and therapy as Bonnie and Clyde - Patients in the intensive care unit (ICU) often straddle the divide between life and death. Understanding the complex underlying pathomechanisms relevant to such situations may help intensivists select broadly acting treatment options that can improve the outcome for these patients. As one of the most important defense mechanisms of the innate immune system, the complement system plays a crucial role in a diverse spectrum of diseases that can necessitate ICU admission. Among others, myocardial…
Application of emetine in SARS-CoV-2 treatment: regulation of p38 MAPK signaling pathway for preventing emetine-induced cardiac complications - Emetine is one of the most highly potent anti-SARS-CoV-2 agents ever identified. In addition to having strong anti-SARS-CoV-2 activities, emetine has other valuable therapeutic effects such as strong anti-inflammatory and anti-arterial pulmonary hypertension (APH) properties, which are suitable for the treatment of COVID-19. Its proper concomitant therapeutic effect has led researchers to test this compound in clinical trials to combat COVID-19. However, due to the risks of cardiac…
The Glycan-Binding Trait of the Sarbecovirus Spike N-Terminal Domain Reveals an Evolutionary Footprint - The spike protein on sarbecovirus virions contains two external, protruding domains: an N-terminal domain (NTD) with unclear function and a C-terminal domain (CTD) that binds the host receptor, allowing for viral entry and infection. While the CTD is well studied for therapeutic interventions, the role of the NTD is far less well understood for many coronaviruses. Here, we demonstrate that the spike NTD from SARS-CoV-2 and other sarbecoviruses binds to unidentified glycans in vitro similarly to…
Molnupiravir for the treatment of COVID-19 - Molnupiravir (MK-4482, EIDD-2801) is a promising broad-spectrum experimental antiviral developed by Merck & Co. It is a nucleoside analogue prodrug that undergoes rapid conversion into nucleoside triphosphate (NTP) by intracellular metabolic processes. NTP inhibits viral polymerase by acting as an alternative substrate. Molnupiravir was initially developed to treat influenza and Venezuelan equine encephalitis virus (VEEV) infection as it exerts its antiviral activity by inhibiting RNA-dependent…
COVID-19 vaccine hesitancy in Africa: a scoping review - CONCLUSIONS: Our review demonstrated the contextualized and multifaceted reasons inhibiting or encouraging vaccine uptake in African countries. This evidence is key to operationalizing interventions based on facts as opposed to assumptions. Our paper provided important considerations for addressing the challenge of COVID-19 vaccine hesitancy and blunting the impact of the pandemic in Africa.