Literature DB >> 32622261

Current Status of COVID-19 Therapies and Drug Repositioning Applications.

Ozlem Altay1, Elyas Mohammadi2, Simon Lam3, Hasan Turkez4, Jan Boren5, Jens Nielsen6, Mathias Uhlen1, Adil Mardinoglu7.   

Abstract

The rapid and global spread of a new human coronavirus (SARS-CoV-2) has produced an immediate urgency to discover promising targets for the treatment of COVID-19. Drug repositioning is an attractive approach that can facilitate the drug discovery process by repurposing existing pharmaceuticals to treat illnesses other than their primary indications. Here, we review current information concerning the global health issue of COVID-19 including promising approved drugs and ongoing clinical trials for prospective treatment options. In addition, we describe computational approaches to be used in drug repurposing and highlight examples of in silico studies of drug development efforts against SARS-CoV-2.
Copyright © 2020 The Author(s). Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Health Sciences; Medicine

Year:  2020        PMID: 32622261      PMCID: PMC7305759          DOI: 10.1016/j.isci.2020.101303

Source DB:  PubMed          Journal:  iScience        ISSN: 2589-0042


Introduction

Over the past few centuries, outbreaks caused by bacteria like Yersinia pestis and Vibrio cholerae (the causative agents of plague and cholera, respectively, Cohn and Kutalek, 2016; Pechous et al., 2016) and also by viral infectious agents such as influenza viruses, Ebola viruses, SARS-CoV-1, MERS-CoV, the Zika virus, and lately, SARS-CoV-2, have undermined public trust in the ability of modern science to predict and prevent global pandemic threats. Accordingly, studying historical epidemics can help us identify patterns of viral outbreaks and design a plan to prepare for the next pandemic. For example, if the unusual influenza-like illness from February to August 1918 was considered a harbinger, then perhaps the 1918 Spanish flu pandemic could have resulted in fewer casualties (Simonsen et al., 2018). An overview of the deadliest historical pandemics from Antonine Plague in 165 CE to the ongoing COVID-19 (coronavirus disease-2019) pandemic, based on data from the World Health Organization (WHO) and US Centers for Disease Control and Prevention, is illustrated in Figure 1 and includes the dates, natural reservoir host, and the number of mortalities.
Figure 1

Deadliest Pandemics and Outbreaks in Recorded History

Left: Pandemic clock, a comprehensive illustration of the most deadly pandemics through the history sorted by date. Right: Pandemic outbreaks and natural reservoir hosts sorted by the number of mortalities. In some outbreaks, the exact duration is not precisely determined (ND) because the outbreak died out and recurred multiple times in the same region and era.

Deadliest Pandemics and Outbreaks in Recorded History Left: Pandemic clock, a comprehensive illustration of the most deadly pandemics through the history sorted by date. Right: Pandemic outbreaks and natural reservoir hosts sorted by the number of mortalities. In some outbreaks, the exact duration is not precisely determined (ND) because the outbreak died out and recurred multiple times in the same region and era. In December 2019, rumors began to spread about the prevalence of a new unknown pneumonia-like illness in Wuhan, the capital of Hubei Province in the People's Republic of China. Soon afterward, authorities reported a novel coronavirus as the causative agent of clusters of the new illness (WHO, February 11, 2020). COVID-19 was the name that the WHO designated for the disease caused by the novel coronavirus, designated 2019-nCoV and later severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) (Gorbalenya, 2020). Since the beginning of the outbreak, infections have expanded rapidly into multiple simultaneous epidemics worldwide. At the time of writing, over 7.2 million confirmed COVID-19 cases and over 410,000 COVID-19-related deaths have been reported across more than 180 countries (https://coronavirus.jhu.edu/map.html). The geographical distribution of COVID-19 covers all continents except Antarctica. Epidemiologists in Wuhan believe the Huanan Seafood Wholesale Market in Wuhan to be the point of origin of SARS-CoV-2, due to its connection to the trading of live wild animals (WHO January 22, 2020) (Zhou et al., 2020a). COVID-19 is highly contagious, with a basic reproduction number (R0) of between 1.4 and 6.5, and can be easily spread through coughs and sneezes, talking to infected persons, and touching the eyes, nose, or mouth after touching a contaminated surface (Liu et al., 2020). SARS-CoV-2 has been found in stool and blood samples (Chen et al., 2020b; Tang et al., 2020), but the rate of transmission (Chan et al., 2020; Rothe et al., 2020), period of infectivity (Zou et al., 2020), and duration of viral shedding (Zhou et al., 2020a) are various and uncertain. Large-scale serologic screening provides a better picture of statistics related to asymptomatic infections for epidemiologic analysis. The phylogeny, virology, and epidemiology of SARS-CoV-2 is being studied extensively. At the genome level, SARS-CoV-2 has 79.5% homology to SARS-CoV-1, the causative agent of SARS in south China; 85%–96% identity with bat-SL-CoVZC45 (Li et al., 2005), a bat SARS-like coronavirus (Xiao et al., 2020); and 91.02% similarity with SARS-CoV-2-like coronavirus in pangolin named Pangolin-CoV (Yu et al., 2020). A population genetic analysis of 103 SARS-CoV-2 genomes from China revealed that the causative agent of COVID-19 consists of two evolution types. Type L (70% prevalence in Wuhan), which is derived from the ancestral type S (30% prevalence in Wuhan), is more aggressive and contagious (Tang et al., 2020b). Zhou et al. investigated the COVID-19 agent through full genome sequencing and phylogenetic analysis, classifying it as a betacoronavirus (a positive-sense, single-stranded RNA virus), the same subgenus as SARS-CoV as well as several bat coronaviruses (Zhou et al., 2020b). In addition, they proved that SARS-CoV-2 uses the same receptor binding (angiotensin-converting enzyme 2 [ACE2]) and cell entry pathway as SARS-CoV-1. When compared with SARS-CoV-1, MERS-CoV is less closely related to SARS-CoV-2 (Lu et al., 2020; Zhu et al., 2020). Taken together, there is an urgent need for COVID-19 therapeutics due to the S-shaped curve expansion of the infections, widespread pandemic status, and global burden. Given the similarities between SARS-CoV-2 and other coronaviruses, and its relative ease of sample acquisition and study, it has been widely accepted that drug repositioning is a promising approach to make available an effective, safety-assured treatment in a timely manner. In this review, we summarize diagnostic approaches, risk groups, available treatment options, and drug repositioning studies related to COVID-19.

Diagnostic Approaches and Medical Comorbidities

Before efficient treatment, precise diagnosis and classification of patients based on disease severity and their probable vulnerability to COVID-19 is crucial. Diagnosis has several steps that can be prioritized based on the provision of facilities during an outbreak. Generally, evaluation of symptoms and particular laboratory features that are associated with worse cases come first. Second, laboratory detection as a complementary test is done to confirm the infection. Clinical manifestations can help to classify patients and categorize efficient remedies for each cohort. At the beginning, due to the unknown nature of this emergent virus, all diagnosis was based purely on clinical and radiographic findings (i.e., bilateral infiltrates on chest imaging), failure of antibiotic therapy, and exclusion of other common respiratory infections (Huang et al., 2020; Zhu et al., 2020). Now, laboratory detection includes next-generation sequencing platforms, reverse-transcription polymerase chain reaction (RT-PCR), and serological methods like enzyme-linked immunoassay. Generally, a patient should be taken into account for laboratory detection if his or her clinical manifestations and/or radiographical records are positive. From the most common symptoms to the least—these are not constant—for COVID-19 fever, fatigue, dry cough, anorexia, myalgias, dyspnea, and sputum production are known so far (Wang et al., 2020b). Recently, anosmia and dysgeusia have been added to this list as common symptoms (Giacomelli et al., 2020). In addition, some less common complaints are headache, sore throat, rhinorrhea, and gastrointestinal disorders (e.g., nausea and diarrhea) (Chen et al., 2020a). Another procedure that is being used to confirm the infection is monitoring laboratory features that are associated with worse outcomes. A positive correlation has been reported in worse cases between COVID-19 and sex (the rate of death for males was significantly more than that for females in China and Italy) (Liang et al., 2020; Onder et al., 2020), lymphopenia, eosinopenia, elevation of liver enzymes, escalation of lactate dehydrogenase, increase of inflammatory markers, rise of D-dimer (>1 μg/mL), elevated prothrombin time, elevation of troponin, increase in creatine phosphokinase levels, and also acute kidney injury (Guan et al., 2020). Several studies have been conducted to determine the risk groups for severe illness by SARS-CoV-2. People of any age cannot be excluded, but it is more associated with advanced age and medical comorbidities including cardiovascular disease, diabetes mellitus, hypertension, chronic lung disease, cancer, and chronic kidney disease (Zhou et al., 2020a). Considering antihypertensive medications, there are advocates for both use and cessation of consumption. It is still unclear whether the high mortality rate of patients with hypertension comorbidity is due to the pathology of disorder or the treatment used to cure it such as ACE inhibitors and angiotensin receptor blockers (ARBs). ACE2 has been shown to be a co-receptor for viral entry and pathogenesis of SARS-CoV (Li et al., 2003). There is considerable evidence that shows the escalated expression level of ACE2 in the heart, brain, and even in urine after treatment with ARBs; however, there is limited evidence showing changes in serum or pulmonary ACE2 levels (Patel and Verma, 2020; Zhang et al., 2020c). In addition, serological, radiological, and histomorphological similarities of COVID-19-associated acute respiratory distress syndrome (ARDS) and connective tissue disease-associated interstitial lung disease (CTD-ILD) propose the postulation of triggering or simulating a form of organ-specific autoimmunity in predisposed patients. Also, some patients showed high-titer antiphospholipid antibodies, including anticardiolipin antibodies and anti-β2 glycoprotein antibodies (Zhang et al., 2020d). The immunosuppressive therapy in identified patients with autoantibodies may prevent the development of respiratory failure.

Promising Approved Drugs and Available Clinical Trials for Prospective Treatment Options of COVID-19

With regard to treatment, immunological and pharmaceutical investigations are still ongoing. No specific therapy for COVID-19 is approved by the US Food and Drug Administration (FDA) so far, but many previously approved drugs, as an efficient approach to drug discovery named drug repurposing, are being tested on COVID-19. At the time of writing, 1,137 interventional studies have been registered in ClinicalTrials.gov (https://clinicaltrials.gov/) related to COVID-19, and this number is increasing progressively (Table S1). In particular, the ongoing clinical trials sponsored by the WHO named Solidarity will compare different treatment options, namely, remdesivir, lopinavir/ritonavir dual treatment, lopinavir/ritonavir dual treatment with interferon beta 1-alpha, and chloroquine or hydroxychloroquine (paused temporarily due to the concerns raised about the safety of the drug) against standard of care. As of May 10, 2020, more than 100 countries have been confirmed to contribute in this investigation. The interventional drugs in clinical trials can be classified based on their nature and complementary effect. In this regard, antivirals, antiparasitic drugs, immunosuppressors, immunomodulators, some well-known drugs, and nutritional drugs, in addition to combination therapies, are considered on ongoing studies for treatment, supportive care, or prevention. One can barely see the same mechanism of action inside and outside each group (Table 1), but many drugs are discovered for a specific disease and repurposed later for another disorder. Figure 2 illustrates a general path that is being traversed by clinicians these days, although the results may not be desirable in some cases due to the emergent nature of SARS-CoV-2.
Table 1

Properties of Repurposed Drugs for COVID-19a

DrugBrand NameMechanism of ActionMain Indication
Antivirals

DanoprevirGanovoNS3/4A protease inhibitorHCV
FavipiravirAviganNucleoside analogBroad-spectrum antiviral
Lopinavir/ritonavirKaletraProtease inhibitorsRitonavir is also a cytochrome P450 and P-gp inhibitorHIV
OseltamivirTamifluInhibits viral neuraminidase and blocks the release of viral particles from host cellsInfluenza
RemdesivirNucleotide analog inhibitor of RNA-dependent RNA polymerase (RdRp)Ebola virus
UmifenovirArbidolViral fusion inhibition with the targeted membraneInfluenza,SARS-CoV

Various well-known drugs

AzithromycinZithromax, Azithrocin, othersInhibition translation of mRNAMacrolide antibiotic
CarrimycinInhibition translation of mRNAMacrolide antibiotic
DoxycyclineDoxylin, othersInhibition bacterial protein synthesisTetracycline antibiotic
Chloroquine and hydroxychloroquineAralen, Plaquenil, Quineprox, othersIncrease of lysosomal pH in antigen-presenting cellsMalaria, systemic lupus erythematosus
NitazoxanideAlinia, Nizonide, and othersInhibition of the pyruvate: ferredoxin/flavodoxin oxidoreductase cycleBroad-spectrum antiparasitic
LosartanValsartanCozaar, othersCompetitive angiotensin II receptor type 1 antagonistHypertension
TetrandrineCalcium channel blockerHypertension
SpironolactoneAldactone, othersPotassium-sparing diureticHypertension
BromhexineBisolvon, othersIncreasing lysosomal activityMucolytic
Dornase alfaPulmozymeRecombinant human deoxyribonuclease ICystic fibrosis
DexmedetomidinePrecedexSelective alpha-2 adrenoceptor agonistSedation
FluoxetineProzac, othersSelective serotonin reuptake inhibitorAntidepressant

Immunosuppressors

RuxolitinibJakafi, JakaviJAK inhibitionRheumatoid arthritis
TocilizumabActemra, RoActemraInterleukin-6 receptor antagonistRheumatoid arthritis
EculizumabSolirisMonoclonal antibody against C5Paroxysmal nocturnal hemoglobinuria, atypical hemolytic uremic syndrome, neuromyelitis optica
MethylprednisoloneMedrol, Meprolone, othersInhibition of proinflammatory cytokine productionInflammation, immune system disorders
DexamethasoneDexasone, Decadron, othersInhibition of proinflammatory cytokine productionInflammation, immune system disorders
BudesonidePulmicort, othersInhibition of proinflammatory cytokine productionAsthma

Immunomodulators

CamostatFoipanInhibition of the transmembrane protease, serine 2 enzymeChronic pancreatitis
Interferons (IFN)IFN alfa-1b (Pegasys), IFN alfa-2b (Intron-A), IFN beta-1a (Avonex, Rebif), IFN beta-1b (Betaseron, Extavia)Initiation of JAK-STAT signaling cascadesHBV, HCV, various autoimmune disorders, and cancers
SargramostimLeukineRecombinant granulocyte macrophage colony-stimulating factorNon-Hodgkin lymphoma, acute lymphocytic leukemia
LenalidomideRevlimidInduces tumor cell apoptosisMultiple myeloma

P-gp, P-glycoprotein; HBV, hepatitis B virus; HCV, hepatitis C virus.

Properties of repurposed drugs for COVID-19 are comprehensively described elsewhere (Lythgoe and Middleton, 2020) and are outlined briefly here.

Figure 2

Procedure of Care for Patients with COVID-19, Including Common Symptoms, Comorbidities, Aggravating Factors, Laboratory-Based Tests, and Candidate Treatments

Properties of Repurposed Drugs for COVID-19a P-gp, P-glycoprotein; HBV, hepatitis B virus; HCV, hepatitis C virus. Properties of repurposed drugs for COVID-19 are comprehensively described elsewhere (Lythgoe and Middleton, 2020) and are outlined briefly here. Procedure of Care for Patients with COVID-19, Including Common Symptoms, Comorbidities, Aggravating Factors, Laboratory-Based Tests, and Candidate Treatments Before clinical manifestations for COVID-19, a significant viral amplification occurs, which subsequently leads to mild symptoms. Later, at the end stage of infection, severe symptoms are mostly due to the inflammatory cell infiltration and inflammatory cytokine storm, which cause acute lung injury, ARDS, and death (Zhang et al., 2020c). Accordingly, the treatment strategy depends on the stage of the disease or a combination therapy might be considered. Also, it has been suggested that the drugs with both antiviral and anti-inflammatory properties could be taken into account for COVID-19 clinical trials including baricitinib, ruxolitinib, and fedratinib (Stebbing et al., 2020). As examples of the most common treatment options, chloroquine and hydroxychloroquine, both antimalarial agents with anti-inflammatory and immunomodulatory activities, have shown inhibitory activity for SARS-CoV-2 similar to previous studies on SARS-CoV-1 and MERS-CoV (Sanders et al., 2020). These two treatments are being investigated for use by patients with COVID-19 based on positive in vitro and limited clinical data. In addition, azithromycin, a macrolide antibiotic, was found to raise the efficacy of hydroxychloroquine as a complementary therapy (Gautret et al., 2020). Preclinical investigations proved the benefit of lopinavir/ritonavir combination therapy against COVID-19. Lopinavir is a human immunodeficiency virus type 1 (HIV-1) protease inhibitor, and in a fixed-dose combination with ritonavir, it is a potent CYP3A4 inhibitor that boosts lopinavir concentrations, could block the main protease of SARS-CoV-1, and inhibits viral replication (Ratia et al., 2008). This combination is being considered as a remedy for COVID-19, but complementary research has failed to confirm the results (Cao et al., 2020). Remdesivir, an investigational monophosphoramidate prodrug of an adenosine analog, was developed between 2014 and 2016 in response to Ebola (Tchesnokov et al., 2019). Similar to its promising effect on SARS-CoV-1 and MERS-CoV, remdesivir has displayed potent in vitro activity against SARS-CoV-2 by acting as an RNA chain terminator by binding to the RNA-dependent RNA polymerase (RdRp) (Wang et al., 2020a). Although, two recent clinical trials have showed that remdesivir was not associated with dramatic clinical improvement, many clinical trials are underway (Beigel et al., 2020; Wang et al., 2020c). Tocilizumab, a humanized monoclonal antibody, inhibits all forms of interleukin-6 (IL-6) receptors (membrane bound or soluble). Tocilizumab was first approved for rheumatoid but was later considered as a complementary treatment in cytokine-release syndrome disease (Kotch et al., 2019). Tocilizumab can diminish the effect of cytokine storming, including IL-6, which is associated with severe outcomes in patients with COVID-19 (Zhou et al., 2020a). Several reports of clinical trials currently underway, but not yet peer-reviewed, have claimed that convalescent plasma from recovered patients displays neutralizing activity, which could be transferred to recipients by plasma infusion (Shen et al., 2020). In addition, monoclonal antibodies against the receptor-binding domain of the spike protein derived from convalescent patients have displayed neutralizing activity in a pseudovirus model and also protected against reinfection in animal models after recovery and re-challenge (Bao et al., 2020; Ju et al., 2020). Recently, a new promising success was reported. A group of scientists claimed that human recombinant soluble ACE2 (hrsACE2) can block early stages of SARS-CoV-2 infections (Monteil et al., 2020). ACE2 seems to be a key and common receptor for many coronaviruses as it was reported to be previously critical for SARS-CoV-1 and non-critical for MERS-CoV, and now it is introduced as a crucial receptor for SARS-CoV-2 (Kuba et al., 2005; Müller et al., 2012). Accordingly, preventing the interaction of SARS-CoV-2 and ACE2 is proposed as a treatment for patients with COVID-19; however, it is not clear whether hrsACE2 can block the growth of SARS-CoV-2. A new observation explains the international differences in COVID-19 impact by finding positive correlation between the lack of universal policies of Bacillus Calmette-Guerin (BCG) childhood vaccination (Italy, Netherlands, the United States) and the severity of COVID-19; however, this has not been confirmed by the WHO so far (WHO, 2020). Recently, dornase alfa as a recombinant human deoxyribonuclease I is considered for clinical trials of patients with severe COVID-19 who mostly progress to an ARDS condition: hypoxemic respiratory failure associated with neutrophilia and neutrophil infiltration in the lungs, thick mucus in bronchi, and bronchiectasis (Pottecher et al., 2020). Dornase alfa acts as a mucolytic by cleaving extracellular chromosomal DNA from neutrophil extracellular traps. Accordingly, using this treatment for patients with ARDS in severe COVID-19 may lead to mucous plug clearance and accelerated recovery.

Employment of Drug Repurposing Applications for Developing Antiviral Drugs

At present, over 40 antiviral agents are accessible for the treatment of viral infections. Unfortunately, the most commonly used antiviral drugs are accompanied by severe obstacles including insufficient selectivity, resistance, promotion of latency, toxicity, or experimental difficulties (De Clercq and Li, 2016). Drug repurposing approaches related to infectious diseases incorporate a variety of applications by harmonizing key bioinformatics and cheminformatics methods to discover a drug target that could be repurposed in the combat against a viral pathogen (Turanli et al., 2019). In addition to indisputable cost-effective benefits in the practice of drug discovery, recycled drugs gain access into clinical trials instantly or are taken up with compassionate use programs, particularly in the context of untreatable viral diseases or pandemics. Furthermore, drug repurposing provides an alternative source of data for a novel understanding of metabolic reprogramming in viral infections, as well as the organic compounds with previously unrecognized antiviral behaviors that are possible to expand in unveiling properties of virus biology (Pizzorno et al., 2019). In various instances, drug repurposing identifies formerly undiscovered biomolecular networks, transforming them into novel pharmaceutical targets, even though the determined molecules may not be implemented into clinical trials (Turanli et al., 2019b). Over the last decade, the antiviral properties of repurposed drugs have gained considerable attention due to the lack of targeted treatments for specific emerging viruses (Law et al., 2013). Innumerable technical and bureaucratic challenges in de novo antiviral drug development have resulted in a very low therapeutic molecule approval rate, and as such, viral diseases such as hepatitis C and HIV are still without a vaccine. In recent years, dengue, Ebola, Zika, and coronaviruses have become public health crises, creating an ongoing demand for immediate and profitable therapeutics solutions by using antiviral drug repurposing approaches (Boldescu et al., 2017). Particularly, when an epidemic occurs, prompt actions by known drugs might help to minimize the damage until virus-specific antiviral drugs or vaccines become available. For instance, niclosamide, a well-known antihelminthic drug, proved its repurposing potential for the treatment of Zika infections (Xu et al., 2016). Another interesting candidate is chloroquine and its derivatives, which are normally indicated for malaria and have been extensively discussed in terms of their ability of the possible use for the treatment of COVID-19, as well as other diseases such as connective tissue disorders and some cancers including bladder, breast, colon, and prostate cancers (Cortegiani et al., 2020). Notably, yet there is no FDA-approved therapy for neither Ebola nor Zika virus, but promising clinical research is ongoing. Drug repurposing methods are principally based on the analysis of biological data that make it possible to generate the hypotheses for rediscovery of available compounds for novel solutions in clinical practice and has been extensively reviewed elsewhere (Pushpakom et al., 2019). Here we summarize the most common computational drug repurposing approaches, and we detail the in silico drug repurposing studies of the current global health problem COVID-19. Computational drug repurposing approaches can be broadly categorized as (1) signature based, (2) molecular docking, (3) network based, and (4) genome-wide association studies (GWAS). Signature-based drug repositioning is comparison of the pattern of gene expression profiles of a drug against that of another drug (i.e., drug-drug comparison), disease (i.e., drug-disease comparison), or clinical phenotype by using high-throughput omics data (transcriptomic, proteomic, or metabolomic), molecular structures, or adverse effect profiles (Keiser et al., 2009). Second, molecular docking is a key method in structure-based computational drug repurposing approaches based on predicting the ligand and the target complementation based on position and relative orientation of one molecule in the binding site of another molecule to generate a stable complex. Existing information of a receptor target associated with a disease enables researchers to inspect various potential drugs for a range of conditions. Reversely, libraries of compounds could be screened against receptor targets to investigate unknown interactions to discover candidates for drug repurposing process (Kitchen et al., 2004). Another key approach for computational drug design is network-based drug repurposing, which is based on the construction of the biological networks by using different data types such as gene expression patterns, protein interactions, or disease pathology (Greene and Voight, 2016). Finally, GWAS seek to determine the differences in genetic material related with common diseases and accordingly contribute a better understanding to the physiology of the diseases. The collected knowledge may also assist to define novel targets, a number of which could be allocated among diseases treated by medicine, and observable characteristics of the disease revealed by GWAS and therefore give rise to repurposing of drugs (Sanseau et al., 2012). In silico drug repurposing methodologies have accelerated the studies in drug discovery through the use of data mining approaches, bioinformatics techniques, and predictive models for determining the efficacy and safety of the drugs. However, there is still a long way to reach the high success rates with repurposed drugs (e.g., repurposed candidates succeeded 9%–67%, depending on the similarity between indicated and repurposed therapeutic areas, and the novel molecular entity success rate is ∼10%) (Hay et al., 2014; Neuberger et al., 2019). This is presumably attributable to the (1) heterogeneity and incompleteness of the available data, (2) flexibility and complexity of the entire biological system and pathophysiological conditions, and (3) lack of reliable experimental data and accurate parameters related to absorption, distribution, metabolism, excretion (ADME) and toxicity, just to name a few (Brown and Patel, 2018; Ekins et al., 2007; Zhang et al., 2020a). Future studies should be directed toward obtaining a more improved test standardization and proof of concept as well as integrating the big and heterogeneous amount of data into a harmonious workflow. To leverage the benefits, drug repurposing must be performed through aforethought procedures based on the advanced stage innovation. On account of clinical trials for drug development, regardless of repositioned drug or novel molecular entity, these are expensive and time consuming, so basic science methodologies (i.e., improved animal models, accurate toxicology assessment, biomarker identification, and novel targeted delivery technologies) that undertake and reduce the possibility of hypothesis risk will be essential to increase the success rate of repurposed drugs in the product development process (Oprea et al., 2011).

In Silico Drug Repurposing Studies for COVID-19

Earlier studies with other viruses of the Coronaviridae family have identified the aforementioned ACE2 receptor (Li et al., 2003) and RdRp (Imbert et al., 2006), and also coronavirus main protease (Mpro, also called 3CLpro) (Xue et al., 2008) and papain-like protease (PLpro) (Kilianski et al., 2013), as candidate drug targets. An appealing biological target for coronaviruses is the main protease by virtue of its crucial role in viral gene expression and replication. Taking this into account, Zhang et al. published the crystal structures of the Mpro of SARS-CoV-2 and docked it with a pyridone-containing α-ketoamide inhibitor. The assessment of pharmacokinetic results on mice revealed a noticeable lung tropism, which promises this lead compound as a suitable candidate for further drug development process (Zhang et al., 2020b). In addition, inhibiting the function of this enzyme blocks the viral life cycle. The absence of homologs in humans means that Mpro is an attractive non-toxic target for antiviral drug design that is not prone to off-target effects. Furthermore, virtual screening of main protease offers emergence of a powerful strategy for the rapid identification of candidate compounds from existing drugs targeting SARS-CoV-2, gaining the attention of other research teams. For instance, Jin et al. developed a data-driven drug repositioning framework, which applies both structure-based drug design and high-throughput screening approaches to inform putative drug candidates against the main protease of SARS-CoV-2. In silico screening followed by cell-based validation indicated that ebselen, a drug with anti-inflammatory, antioxidant, and cytoprotective activities, may be repurposed to treat COVID-19 (Jin et al., 2020). These studies audibly support the view that an antiviral compound targeting Mpro could provide a strong defense against coronavirus-associated diseases. There are considerable opportunities in systematically investigating the dynamic interactions between host and SARS-CoV-2 to identify target human proteins for repurposing known drugs. Targeting the host-virus interactions, which are essential in the virus life cycle and demonstrate less tendency of mutational resistance, might show effectiveness in developing robust treatment options for viral infections (Kaufmann et al., 2018). However, lack of data of the pathophysiology of the SARS-CoV-2 infection restrains the development of small molecule candidates based on the host-targeted strategies. Systematically mapping interactions between SARS-CoV-2 proteins and human proteins revealed that inhibitors of mRNA translation and regulators of the Sigma1 and Sigma2 receptors might have antiviral activity (Gordon et al., 2020). Even though the role of action of compounds targeting the Sigma receptors is not well defined, receptor ligands and their mechanisms involved in immune modulator activity are considered promising antiviral targets and numerous approved compounds hold the potential to be repurposed (Gordon et al., 2020). Characterization of viral evolution and the alterations in host cell metabolism through the use of single-cell viral metagenomic studies might shed light on the mechanisms of viral infections, including determination of the molecular signatures associated with virus-induced pathologies (Xu and Zhao, 2018). A computation-based methodology, namely, Viral-Track, applied to bronchoalveolar lavage samples from patients with severe and mild COVID-19 unveils a remarkable impact of the virus on the immune system of the patients with severe condition compared with those with mild condition, including replacement of the tissue-resident alveolar macrophages with recruited inflammatory monocytes, neutrophils, and macrophages and an altered CD8+ T cell cytotoxic response (Bost et al., 2020). Further efforts on large-scale datasets will lead to reveal many mechanistic aspects of viral infections yet to be resolved and will help to develop more efficient therapy strategies.

Conclusion

Due to urgent need, we posit that drug repurposing is the leading method for drug discovery against COVID-19, whether through wet laboratory techniques and/or system biology approaches. Available clinical trials at both ClinicalTrials.gov (https://clinicaltrials.gov/) and WHO Solidarity includes the investigation of previously approved drugs for different indications. Taking into account that in the past two decades three coronaviruses emerged from animal reservoirs (the virus family that used to cause mild to moderate upper respiratory tract illnesses) and each one of them was cause of global concern, a common treatment may prevent coronavirus to become another lethal annual re-occurrent threat on top of seasonal influenza. COVID-19, similar to all other pandemics throughout history, does not discriminate in terms of geopolitical borders, nationality, religion, creed, or color. A reliable forecasting of impact size and time of the ongoing COVID-19 pandemic, whether by epidemiological models or artificial intelligence-inspired methods, would be helpful in efficient management of SARS-CoV-2 repercussions. Accordingly, an international effort and unanimity are crucial to diminish the destructive effect of the COVID-19 pandemic on health care systems, casting a shadow of doubt on the futures of many nations. In spite of swift progress in virological and epidemiological knowledge of SARS-CoV-2, therapeutic challenges escalated rapidly as well. Daily changes in the number of studies and complementary results of ongoing clinical trials, including successes and failures, indicate the promising outcome in close future.

Search Strategy and Selection Criteria

Data for this review were identified by searches of PubMed, Google Scholar, and references from relevant articles using the search terms “SARS-CoV-2,” “COVID-19,” “drug repurposing,” “antiviral therapy,” “clinical trials,” “COVID-19 therapy,” and “pandemic.” Only articles published in English were included.
  71 in total

Review 1.  Broad-spectrum agents for flaviviral infections: dengue, Zika and beyond.

Authors:  Veaceslav Boldescu; Mira A M Behnam; Nikos Vasilakis; Christian D Klein
Journal:  Nat Rev Drug Discov       Date:  2017-05-05       Impact factor: 84.694

2.  Human neutralizing antibodies elicited by SARS-CoV-2 infection.

Authors:  Bin Ju; Qi Zhang; Jiwan Ge; Ruoke Wang; Jing Sun; Xiangyang Ge; Jiazhen Yu; Sisi Shan; Bing Zhou; Shuo Song; Xian Tang; Jinfang Yu; Jun Lan; Jing Yuan; Haiyan Wang; Juanjuan Zhao; Shuye Zhang; Youchun Wang; Xuanling Shi; Lei Liu; Jincun Zhao; Xinquan Wang; Zheng Zhang; Linqi Zhang
Journal:  Nature       Date:  2020-05-26       Impact factor: 49.962

3.  Treatment of 5 Critically Ill Patients With COVID-19 With Convalescent Plasma.

Authors:  Chenguang Shen; Zhaoqin Wang; Fang Zhao; Yang Yang; Jinxiu Li; Jing Yuan; Fuxiang Wang; Delin Li; Minghui Yang; Li Xing; Jinli Wei; Haixia Xiao; Yan Yang; Jiuxin Qu; Ling Qing; Li Chen; Zhixiang Xu; Ling Peng; Yanjie Li; Haixia Zheng; Feng Chen; Kun Huang; Yujing Jiang; Dongjing Liu; Zheng Zhang; Yingxia Liu; Lei Liu
Journal:  JAMA       Date:  2020-04-28       Impact factor: 56.272

4.  A second, non-canonical RNA-dependent RNA polymerase in SARS coronavirus.

Authors:  Isabelle Imbert; Jean-Claude Guillemot; Jean-Marie Bourhis; Cécile Bussetta; Bruno Coutard; Marie-Pierre Egloff; François Ferron; Alexander E Gorbalenya; Bruno Canard
Journal:  EMBO J       Date:  2006-10-05       Impact factor: 11.598

5.  Historical Parallels, Ebola Virus Disease and Cholera: Understanding Community Distrust and Social Violence with Epidemics.

Authors:  Samuel Cohn; Ruth Kutalek
Journal:  PLoS Curr       Date:  2016-01-26

6.  Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China.

Authors:  Chaolin Huang; Yeming Wang; Xingwang Li; Lili Ren; Jianping Zhao; Yi Hu; Li Zhang; Guohui Fan; Jiuyang Xu; Xiaoying Gu; Zhenshun Cheng; Ting Yu; Jiaan Xia; Yuan Wei; Wenjuan Wu; Xuelei Xie; Wen Yin; Hui Li; Min Liu; Yan Xiao; Hong Gao; Li Guo; Jungang Xie; Guangfa Wang; Rongmeng Jiang; Zhancheng Gao; Qi Jin; Jianwei Wang; Bin Cao
Journal:  Lancet       Date:  2020-01-24       Impact factor: 79.321

7.  Remdesivir in adults with severe COVID-19: a randomised, double-blind, placebo-controlled, multicentre trial.

Authors:  Yeming Wang; Dingyu Zhang; Guanhua Du; Ronghui Du; Jianping Zhao; Yang Jin; Shouzhi Fu; Ling Gao; Zhenshun Cheng; Qiaofa Lu; Yi Hu; Guangwei Luo; Ke Wang; Yang Lu; Huadong Li; Shuzhen Wang; Shunan Ruan; Chengqing Yang; Chunlin Mei; Yi Wang; Dan Ding; Feng Wu; Xin Tang; Xianzhi Ye; Yingchun Ye; Bing Liu; Jie Yang; Wen Yin; Aili Wang; Guohui Fan; Fei Zhou; Zhibo Liu; Xiaoying Gu; Jiuyang Xu; Lianhan Shang; Yi Zhang; Lianjun Cao; Tingting Guo; Yan Wan; Hong Qin; Yushen Jiang; Thomas Jaki; Frederick G Hayden; Peter W Horby; Bin Cao; Chen Wang
Journal:  Lancet       Date:  2020-04-29       Impact factor: 79.321

Review 8.  Systems biology based drug repositioning for development of cancer therapy.

Authors:  Beste Turanli; Ozlem Altay; Jan Borén; Hasan Turkez; Jens Nielsen; Mathias Uhlen; Kazim Yalcin Arga; Adil Mardinoglu
Journal:  Semin Cancer Biol       Date:  2019-09-27       Impact factor: 15.707

9.  Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study.

Authors:  Fei Zhou; Ting Yu; Ronghui Du; Guohui Fan; Ying Liu; Zhibo Liu; Jie Xiang; Yeming Wang; Bin Song; Xiaoying Gu; Lulu Guan; Yuan Wei; Hui Li; Xudong Wu; Jiuyang Xu; Shengjin Tu; Yi Zhang; Hua Chen; Bin Cao
Journal:  Lancet       Date:  2020-03-11       Impact factor: 79.321

10.  Angiotensin-converting enzyme 2 is a functional receptor for the SARS coronavirus.

Authors:  Wenhui Li; Michael J Moore; Natalya Vasilieva; Jianhua Sui; Swee Kee Wong; Michael A Berne; Mohan Somasundaran; John L Sullivan; Katherine Luzuriaga; Thomas C Greenough; Hyeryun Choe; Michael Farzan
Journal:  Nature       Date:  2003-11-27       Impact factor: 49.962

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  27 in total

Review 1.  Proteomics advances towards developing SARS-CoV-2 therapeutics using in silico drug repurposing approaches.

Authors:  Amrita Mukherjee; Ayushi Verma; Surbhi Bihani; Ananya Burli; Krishi Mantri; Sanjeeva Srivastava
Journal:  Drug Discov Today Technol       Date:  2021-06-24

Review 2.  Network for network concept offers new insights into host- SARS-CoV-2 protein interactions and potential novel targets for developing antiviral drugs.

Authors:  Neda Eskandarzade; Abozar Ghorbani; Samira Samarfard; Jose Diaz; Pietro H Guzzi; Niloofar Fariborzi; Ahmad Tahmasebi; Keramatollah Izadpanah
Journal:  Comput Biol Med       Date:  2022-04-30       Impact factor: 6.698

3.  Pharmacophore-based approaches in the rational repurposing technique for FDA approved drugs targeting SARS-CoV-2 Mpro.

Authors:  Vishal M Balaramnavar; Khurshid Ahmad; Mohd Saeed; Irfan Ahmad; Mehnaz Kamal; Talaha Jawed
Journal:  RSC Adv       Date:  2020-11-04       Impact factor: 4.036

4.  Drugs Repurposing Using QSAR, Docking and Molecular Dynamics for Possible Inhibitors of the SARS-CoV-2 Mpro Protease.

Authors:  Eduardo Tejera; Cristian R Munteanu; Andrés López-Cortés; Alejandro Cabrera-Andrade; Yunierkis Pérez-Castillo
Journal:  Molecules       Date:  2020-11-06       Impact factor: 4.411

Review 5.  Can limonene be a possible candidate for evaluation as an agent or adjuvant against infection, immunity, and inflammation in COVID-19?

Authors:  M F Nagoor Meeran; A Seenipandi; Hayate Javed; Charu Sharma; Hebaallah Mamdouh Hashiesh; Sameer N Goyal; Niraj Kumar Jha; Shreesh Ojha
Journal:  Heliyon       Date:  2020-12-11

Review 6.  Modeling and simulation in medical sciences: an overview of specific applications based on research experience in EMRI (Endocrinology and Metabolism Research Institute of Tehran University of Medical Sciences).

Authors:  Azadeh Ebrahim-Habibi; Elaheh Kashani-Amin; Bagher Larijani
Journal:  J Diabetes Metab Disord       Date:  2021-01-22

7.  Drug repurposing for COVID-19 via knowledge graph completion.

Authors:  Rui Zhang; Dimitar Hristovski; Dalton Schutte; Andrej Kastrin; Marcelo Fiszman; Halil Kilicoglu
Journal:  J Biomed Inform       Date:  2021-02-08       Impact factor: 8.000

Review 8.  COVID-19, hydroxychloroquine and the importance of disease progression.

Authors:  John A Budny
Journal:  Toxicol Res (Camb)       Date:  2021-03-09       Impact factor: 3.524

9.  Serratiopeptidase, A Serine Protease Anti-Inflammatory, Fibrinolytic, and Mucolytic Drug, Can Be a Useful Adjuvant for Management in COVID-19.

Authors:  Charu Sharma; Niraj Kumar Jha; M F Nagoor Meeran; Chandragouda R Patil; Sameer N Goyal; Shreesh Ojha
Journal:  Front Pharmacol       Date:  2021-06-24       Impact factor: 5.810

10.  Stratification of patients with clear cell renal cell carcinoma to facilitate drug repositioning.

Authors:  Xiangyu Li; Woonghee Kim; Kajetan Juszczak; Muhammad Arif; Yusuke Sato; Haruki Kume; Seishi Ogawa; Hasan Turkez; Jan Boren; Jens Nielsen; Mathias Uhlen; Cheng Zhang; Adil Mardinoglu
Journal:  iScience       Date:  2021-06-12
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