Literature DB >> 32607866

A Comprehensive Review of Animal Models for Coronaviruses: SARS-CoV-2, SARS-CoV, and MERS-CoV.

Ashutosh Singh1, Rahul Soloman Singh1, Phulen Sarma1, Gitika Batra1, Rupa Joshi1, Hardeep Kaur1, Amit Raj Sharma1, Ajay Prakash1, Bikash Medhi2.   

Abstract

The recent outbreak of coronavirus disease (COVID-19) caused by the novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has already affected a large population of the world. SARS-CoV-2 belongs to the same family of severe acute respiratory syndrome coronavirus (SARS-CoV) and Middle East respiratory syndrome coronavirus (MERS-CoV). COVID-19 has a complex pathology involving severe acute respiratory infection, hyper-immune response, and coagulopathy. At present, there is no therapeutic drug or vaccine approved for the disease. There is an urgent need for an ideal animal model that can reflect clinical symptoms and underlying etiopathogenesis similar to COVID-19 patients which can be further used for evaluation of underlying mechanisms, potential vaccines, and therapeutic strategies. The current review provides a paramount insight into the available animal models of SARS-CoV-2SARS-CoV, and MERS-CoV for the management of the diseases.

Entities:  

Keywords:  Animal model; COVID-19; Coronaviruses; MERS; SARS

Mesh:

Year:  2020        PMID: 32607866      PMCID: PMC7324485          DOI: 10.1007/s12250-020-00252-z

Source DB:  PubMed          Journal:  Virol Sin        ISSN: 1995-820X            Impact factor:   4.327


Introduction

In the past two decades, two outbreaks of coronaviruses (CoVs) in Asian subcontinent and the Middle East increased the chances of such outbreak in the near future. The severe acute respiratory syndrome coronavirus (SARS-CoV) outbreak at the end of 2002 (November) in China in which 8,098 confirmed cases were reported with 774 total deaths (9.6%) (Ksiazek et al.2003; WHO 2002). Another coronavirus i.e. Middle East respiratory syndrome (MERS) occurred in 2012 with a fatality rate of around 35% (WHO 2019; Bermingham et al.2012). Recently, a new coronavirus called as novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) outbreak in December, 2019, in China. There is an emergence of global health threats and the situation became worse at the global level (Rodriguez-Morales et al.2020). The World Health Organization (WHO) termed the syndrome caused by the novel coronavirus as “COVID-19” on 11th, Feb 2020 (Gralinski and Menachery 2020). Coronaviruses fall in Coronaviridae family and subfamily Coronavirinae, the members of which infect a broad range of hosts, producing symptoms and diseases of wide spectrum from a flu like to severe acute respiratory infection (SARI). The SARS-CoV-2 is considered to be one of the seven members of the CoV family that infect humans (Zhu et al.2020). Similar to other coronaviruses, the transmission of SARS-CoV-2 among humans occurs through droplets, direct contact, any physical objects, and aerosols (WHO 2020a; Liu et al.2020). Owing to the rapid transmission, SARS-CoV-2 epidemic has become a global public health challenge. On March 11, COVID-19 outbreak was declared as a pandemic by WHO (Cucinotta and Vanelli 2020). By June 10, more than 7 million people have been globally affected, with nearly 408,025 fatalities (WHO 2020b). Due to the high morbidity and mortality rate of coronaviruses infection, there is an unmet need for therapeutic strategies to treat these diseases (Sarma et al.2020). Currently, there are no recommended therapeutic drugs or vaccine for coronaviruses. This emphasizes the surge for a suitable animal model to explore the pathogenesis and evaluation of countermeasures for the disease. With the outbreak of the coronaviruses, numerous animal models were developed in the past (Gralinski and Baric 2015). The current review highlighted the animal models of coronaviruses, summarized the strength and weaknesses of the existing animal models along with their key features.

Animal Models for SARS-CoV-2

Non-Human Primate Models

SARS-CoV-2 was recently recognized as a novel coronavirus causing the symptoms from mild to critical type (SARI). Munster et al. used SARS-CoV-2 infected rhesus macaques to study the pathogenesis of COVID-19. They observed high viral titers in nose swabs, throat swabs, and also lung lesions at varying degrees in all animals (Table 1). This model recapitulates COVID-19 symptoms and can be used further to elucidate the therapy for SARS-CoV-2 infection (Munster et al.2020).
Table 1

Animal models of SARS-CoV-2.

Sr. NoAnimal speciesDisease induction (strain and route)Clinical signsAdvantagesDisadvantagesReferences
1Rhesus macaquesSARS-CoV-2, 2.6 × 106 TCID50, IT or INVirus shedding in upper, lower respiratory tract and intestinal tractUseful for pathogenesis, vaccines and therapies studiesSmall sample sizeMunster et al. (2020)
2Rhesus macaques3–5 years old and 15 years old, SARS-CoV-2, 1 × 106 TCID50, ITSevere interstitial pneumonia and significantly viral replication in respiratory tract in old monkeys than young monkeysUseful for pathogenesis, vaccines and therapies studiesClinical signs were transientYu et al. (2020)
3Rhesus macaquesSARS-CoV-2, 4.75 × 106 PFU, IT and INIncreased body temperature, progressive pulmonary infiltration, high levels of viral genome RNA, showed progressively abnormal chest radiographSuitable for vaccines and therapeutics studies against SARS-CoV-2Availability, housing costLu et al. (2020)
4Macaca fascicularisSARS-CoV-2, 4.75 × 106 PFU, IT and INProgressive pulmonary infiltration, abnormal chest radiograph; swab samples collected on 2 dpi from M. fascicularis showed surprisingly high levels of viral genomeMimic pathogenesis closer to clinical diseaseLower level of viral RNA, costly, limited size availabilityLu et al. (2020)
5Common marmosetSARS-CoV-2, 1.0 × 106 PFU, IT and INOne-third of common marmoset had a slightly elevated body temperature, higher viral load in blood, lower levels of viral RNA were detected in swab samples from CjacchusNot showed severe histopathological changes in lung as pneumonia, relatively resistant to SARS-CoV-2 infectionLu et al. (2020)
6African green monkeysSARS-CoV-2, 5.0 × 105 PFU, IT or INPulmonary consolidation with hemorrhage, pronounced viral pneumonia, release of inflammatory mediators with similar immune signatures as human casesConsidered gold standard model for infectious pathogensDid not develop overt, debilitating clinical illness; not easy to handle and costlyWoolsey et al. (2020)
7Cynomolgus monkeysSARS-CoV-2, 2 × 105 TCID50, IT or INDiffuse alveolar damage in lungs and viral titer in upper and lower respiratory tractViral titer remain for long period and histopathological changes in the lungsNo overt clinical signsRockx et al. (2020)
8Transgenic hACE2 miceSARS-CoV-2 (HB-01), 10TCID50/50 μL, INWeight loss and increase in virus replication in the lung and interstitial pneumonia also macrophages accumulation alveolar cavitiesFulfilled Koch's postulates; helpful in development of therapeutics and vaccinesShort supply and high cost of hACE2-transgenic mice; mild inflammatory responses and lung damageBao et al. (2020)
9BALB/c miceSARS-CoV-2 (MACSp6), 7.2 × 105 PFU, INInfected all ages of mice; acute inflammatory responses closely related to the damage of lung tissues; levels of chemokines increased significantly in the aged mice as comparison to younger miceEasy handling breeding, convenient, economical, and effectively used for evaluation of in vivo evaluation of vaccines and therapeuticsExhibited moderate inflammatory responsesGu et al. (2020)
10BALB/c mice10-week old and 12 month-old SARS-CoV-2 MA, 105 PFU, INAge-related increase in pathogenesisUseful for pathogenesis, vaccine immunogenicity and therapeutic efficacy studiesDinnon et al. (2020)
11Transgenic hACE2 mice HFH4-hACE2 in C3B6 mice)SARS-CoV-2, 3 × 104 TCID50 (for naïve infection) or 7 × 105 TCID50 (for the viral challenge), INWeight loss, interstitial pneumonia, lymphopenia, gender susceptibility, viral titer in eye, heart & brain apart from lungsPartially simulated COVID-19 pathologyLD50 of the model is not determined; lethal encephalitisJiang et al. (2020)
12hACE2 miceSARS-CoV-2 4 × 105 PFU-IN, 4 × 106 PFU-IGHigh viral titre in lung, brain and trachea; interstitial pneumonia; increase cytokines levelsHelpful in study of transmission, pathogenesis, evaluating of vaccines and therapeutic efficacy-Sun et al.2020b
13Ad5-hACE2-transduced miceSARS-CoV-2 1 × 105 PFU-INWeight loss, high virus titer in lungs, severe pulmonary pathologyUseful for the study of pathogenesis and testing for antiviral therapeutics and vaccinesAbsence of critical condition and extra-pulmonary manifestations of infectionSun et al.2020a
14HACE2-transduced miceSARS-CoV-2 1 × 105 FFU- IN & IVWeight loss, high viral loads in lung, severe lung pathologyHelpful to study pathogenesis, vaccines and therapeuticsMouse to mouse variation in expression of hACE2, tissue distribution and mild bronchialHassan et al.2020
15Golden Syrian hamsterSARS-CoV-2, 105–107 TCID50, INRapid breathing, loss of weight, diffuse alveolar damage and high lung viral load was observedReadily available, physiological, and highly similarity with COVID-19 useful for study of pathogenesis, therapeutics and vaccinesThere was a different outcomes in this study as comparison to previous study of SARS-CoV, not tested protein expression only tested mRNA of the hamsters cytokine profilesChan et al. (2020)
16Golden Syrian hamsterSARS-CoV-2, Beta-CoV/Hong Kong/VM20001061/2020 virus, 8 × 104 TCID50, INWeight loss, significant viral replication, transmission of infection via aerosolsUseful for immunological studies for vaccine developmentRapid viral clearance on 7 dpiSia et al. (2020)
17FerretsSARS-CoV-2, 105.5 TCID50, INShowed increased body temperatures and high virus titers in upper respiratory tractsViral infection and transmissionLow viral titer in lungsKim et al. (2020)

SARS-CoV-2, severe acute respiratory syndrome coronavirus 2; IN, intranasal; IT, intratracheal; IG, intragastric; TCID50, 50% Median Tissue Culture Infectious Dose; PFU, Plaque forming units; dpi, day post infection

Animal models of SARS-CoV-2. SARS-CoV-2, severe acute respiratory syndrome coronavirus 2; IN, intranasal; IT, intratracheal; IG, intragastric; TCID50, 50% Median Tissue Culture Infectious Dose; PFU, Plaque forming units; dpi, day post infection Rockx et al. compared the pathogenesis of SARS and MERS with COVID-19 by inoculating cynomolgus macaques with virus infection (Rockx et al.2020). The virus samples were taken from the throat and nose. The diffuse alveolar damage was reported. The results of the study thus demonstrated that the infection with SARS-CoV-2 in non-human primates induced signs that resemble COVID-19 like disease, and the severity of virus infection lies in between the MERS and SARS (Mahase 2020). Yu et al. studied the association of virus infection with age. The viral strain was inoculated in rhesus macaques of 3–5 years old and 15 years old through intra-tracheal route. The clinical signs, for instance, viral replication, and histopathological changes were analyzed. Replication of virus was more in lungs and nasopharyngeal swabs of old rhesus macaque as compared to young rhesus macaque after infection. Old rhesus macaques also observed to have diffuse severe interstitial pneumonia (Yu et al.2020). In a comparative study, three species of non-human primates were infected with SARS-CoV-2 (rhesus macaque, Macaca fascicularis, and common marmoset). Severe gross lesions and histopathological changes in the vital organs of all animals were observed. The study found that the rhesus macaque model was more susceptible to SARS-CoV-2, as compared to Macaca fascicularis and common marmoset (Lu et al.2020). Woolsey et al. determined that African green monkeys supported a high level of SARS-CoV-2 replication and developed a respiratory tract related illnesses that might be more substantial than reported for other non-human primate species like cynomolgus and rhesus macaques. The study also reported high viral loads in feces and in mucosal samples of all monkeys after 15 days post-infection (dpi) (Woolsey et al.2020) (Table 1).

Mouse Models

The inoculation of BALB/c mice with mouse-adapted SARS-CoV-2 at passage 6 (MACSp6) significantly affected all groups of mice irrespective of their ages. The infection resulted in moderate pneumonia and inflammation. A study reported higher viral load in lungs along with significant histopathological changes like denatured trachea, inflammation in pulmonary alveoli, detection of viral antigen in the trachea, bronchiole, in type II pneumocytes. There was a significant elevation of inflammatory chemokine and cytokines in sera and lung macrophages similar to clinical symptoms (Gu et al.2020). Dinnon et al. constructed a recombinant virus (SARS-CoV-2 MA) that could replicate in both upper as well as lower airways of all groups of BALB/c mice irrespective of their ages. The results showed that there was more severe infection in aged mice in comparison to young mice (Dinnon et al.2020). A study has been done based on the human ACE2 (hACE2) transgenic mice to investigate the pathogenesis of COVID-19. Infected mice reported weight loss and increased viral titer in lungs, and histopathological changes revealed the presence of interstitial pneumonia. The mice model seems to be promising for the evaluation of therapeutic measures for COVID-19 (Bao et al.2020). One of the studies examined the infectivity and pathological changes in SARS-CoV-2 infected transgenic hACE2 mice, which was developed using lung ciliated epithelial cell-specific HFH4/FOXJ1 promoter 81. The model showed a partial simulation of the human COVID-19. The significant decrease in body weight, interstitial pneumonia, and fatality along with the involvement of other organs like heart, brain, and eye depicted its similarity to the human counterpart. The study also showed protection on reinfection in the survived mice (Jiang et al.2020) (Table 1). Sun SH et al. developed the hACE2 mouse model using CRISPR/Cas9 knock in technology to study the SARS-CoV-2 infection and compared it with the wild type C57BL/6 mice model. There was high viral titer in brain, lungs and trachea of hACE2 mice than wild type mice. SARS-CoV-2 infection in hACE2 mice associated with increased cytokine levels and interstitial pneumonia with no mortality. Moreover, intragastric inoculation of the SARS-CoV-2 infection altered significant pathological changes in lungs when compared to wild type mice (Sun et al.2020b). Sun J et al. developed a transgenic mice model by delivery of human ACE2 exogenously with a replication deficient adenovirus (Ad5-hACE2). The inoculation of mice with SARS-CoV-2 infection linked to high viral load in lungs along with weight loss and pneumonia. The role of type-1 interferon, signal transducer and activator of transcription 1 (STAT1) signaling is vital in viral clearance of virus and infection. Further, the study concluded the beneficial role of using human convalescent plasma and two antiviral agents (polyinosinic: polycytidylic acid and Remdesivir) (Sun J et al.2020a). Hassan et al. developed hACE2 transduced mice and infected these mice with SARS-CoV-2. The study observed significant weight loss, high viral load in lungs and severe lung pathology in infected mice (Hassan et al.2020).

Hamster Model

Chan et al. observed significant binding of the novel coronavirus spike with the ACE2 receptor of the Syrian Hamster by in silico study (Table 1). The viral load significantly increased in the hamster which leads to diffuse alveolar damage in the initial stage and extensive apoptosis in the later phase of infection (Chan et al.2020). The clinical and histopathological observations from SARS-CoV-2 hamster model closely resemble to the clinical condition. The airway involvement is evident from nasal turbinate to the trachea and pulmonary alveoli, associated with changes of inflammation, cellular viral N protein expression, and high viral load during the first week. The disease progressed with increasing respiratory rate, decreasing activity, and progressive weight loss, and was found to be most severe by 6 dpi, which is similar to the disease course of COVID-19 patients (Huang et al.2020). Sia et al. evaluated the transmission and pathogenesis of SARS-CoV-2 infection in the golden Syrian hamster model. The animal groups infected with SARS-CoV-2 showed significant weight loss, and viral replication in the respiratory tract. Viral load was high on 2 dpi and rapid clearance was observed on 7 dpi, which could be attributed to the presence of CD3 positive T-lymphocytes. The involvement of olfactory sensory neurons simulates the anosmia in COVID-19 cases. The transmission of SARS-CoV-2 to naïve hamsters by aerosols can be helpful for further studies (Sia et al.2020) (Table 1).

Ferrets Model

Kim et al. used ferrets to study the SARS-CoV-2 infection and its transmission. The study reported that the ferrets were more susceptible to infection and transmission of the virus from one ferret to naive ferrets by direct or indirect physical contact. They showed that infected ferrets exhibited more replication of the virus in the upper respiratory tract and it recapitulates COVID-19 human conditions and can be further used to evaluate the countermeasures for the disease (Kim et al.2020) (Table 1).

Animal Models for SARS-CoV

For the development of SARS-CoV infection model, many species, like old and new world primates, were used. There was significant infection observed in cynomolgus (Fouchier et al.2003) and rhesus macaques (Rowe et al.2004), common marmosets (Greenough et al.2005) and African green monkeys (McAuliffe et al.2004), when the virus was inoculated within respiratory tract in those primates. However, in the case of squirrel monkeys and mustached tamarins, investigators were not able to induce infection (Roberts et al.2008; Subbarao and Roberts 2006). There was significantly high viral replication in cynomolgus, rhesus, and African green monkeys (McAuliffe et al.2004). While in marmosets, diarrhea, pneumonitis, fever, watery stool, and hepatitis were observed (Greenough et al.2005). Investigators have variable findings as a number of factors may affect the results, including age and animal source, dose, route of administration of infection and inoculation of the virus, and their history of the environment (Subbarao and Roberts 2006). However, results in out-bred species are not consistent because of biological variability. Therefore, it is important to carry large sample sizes for the study to find out the meaningful conclusions (Table 2).
Table 2

Animal models of SARS-CoV.

Sr. NoAnimal modelDisease induction (strain & route)Clinical signsAdvantagesDisadvantagesReferences
1Rhesus macaquesSARS-CoV, Tor2, 107 PFU, IV/ITSignificant viral titer in the lungsUseful for therapeutic evaluation and vaccines immunogenicityIn SARS study limited useRowe et al. (2004)
2Rhesus macaquesSARS-CoV, Urbani, 106 PFU, IT/ INCould not show any clinical signUsed for Therapeutic evaluation and vaccines immunogenicityClinical illness was not presentMcAuliffea et al. (2004)
3Rhesus macaquesSARS-CoV, PUMC01, 105 PFU, INPulmonary changes were observed on 5–60 dpi; All macaques reported fever 2–3 dpiImmunological and pathological similarity with clinical conditionThe symptoms are less severe as comparison of clinical scenarioQin et al. (2005)
4Cynomolgus monkeysSARS-CoV, 103 and 106 TCID50, IN/ITInterstitial pneumonia, alveolar macrophages and neutrophils, diffuse alveolar damageHelpful for the study of SARS pathogenesis and can be used for therapeutic and vaccine studiesAvailability and costFouchier et al. (2003)
5Cynomolgus monkeysSARS-CoV, 1 × 106 TCID50, IT/ IN,Symptoms appeared as difficulty in respiration; more diffuse alveolar damage, type 2 pneumocyte hyperplasia and alveolar macrophages are present in alveolar luminaUseful for vaccine and therapeutic drug evaluationThere is issue with availability, housing cost; early clearance of virus and pneumonitis occurredKuiken et al. (2003)
6Cynomolgus monkeysSARS-CoV, Tor2, 107 PFU, ITMild cough; a few scattered pleural adhesionsPresentation of critical diseaseSymptoms cleared quickly and animals becomes asymptomatic from 8 to 10 daysRowe et al. (2004)
7Cynomolgus monkeysSARS-CoV, Urbani, 3 × 106.3 PFU, IB/ IN,Reported nasal congestion, mild respiration distress; animals become lethargic; pulmonary related diseaseHelpful in immunogenicity of vaccines and therapeutics studiesLack of apparent clinical illnessMcAuliffe et al. (2004)
8African green monkeySARS-CoV, Urbani, 106.3 TCID50, IB /IN,Virologic data and histopathologic findings, focal interstitial pneumonitis was noticed in some African green monkeyUseful for evaluation of vaccine efficacy against infectionRapid clearance of virus and pneumonitis in African green monkeyMcAuliffe et al. (2004)
9MarmosetSARS-CoV, Urbani, 106 PFU, ITMarmoset reported there is elevation of temperature, interstitial pneumonitis, multifocal lymphocytic hepatitis and diffuse interstitial colitisCan be used in Pathogenesis, therapeutics and vaccine efficacy studiesThis model is not able to explain the viral antigen/viral RNA within hepatic tissuesGreenough et al. (2005)
10BALB/c mice

4–6 week aged SARS-CoV, Urbani,

105 TCID50, IN

High viral load in respiratory tractUseful for immunological studiesNo overt clinical sign was presentSubbarao et al. (2004)
11BALB/c mice12–14 month aged SARS-CoV, Urbani, 105 TCID50, INOld aged mice observed significant loss of weight, mild dehydration and alveolar damage; Also reported intra-alveolar edema, perivascular infiltratesUseful for vaccine evaluationThere is need of further characterization and immune senescenceVogel et al. (2007)
12129SvEv /STAT 1-/- miceSARS-CoV, Tor2, 6 × 106 PFU/30 µL, INViral replication, morbidity, mortality and pneumonitisSTAT 1-/- exhibited innate immunityDefect in innate immunityHogan et al. (2004)
13129SvEv /STAT 1-/- miceSARS-CoV, Urbani, 105 PFU, INReported severity of disease in this study, high virus replication and severe pulmonary lesionsViral replication, histopathology similar to clinical conditionsLack of a normal innate immune did not enhance virus pathogenesisFrieman et al. (2010)
14C57BL/6 miceSARS-CoV, Urbani 1 × 104 TCID50, INVirus infected the respiratory tract (bronchial and bronchiolar epithelium); failure to thrive and also observed infection reached to the brainUseful for immunological studiesFail to show clinical signs of diseaseGlass et al. (2004)
15Transgenic hACE2 miceSARS-CoV, PUMC01 105 TCID50, INTransgenic mice showed severe lung damage, systemic inflammatory reactions, degeneration, and necrosis in many extra-pulmonary organsMore susceptible to infection as comparison to wild type mice, and more closely resemblance to human pathology of SARSTissue distribution was limited, decreased expression of hACE2 and lack of lethalityYang et al. (2007)
16Golden Syrian hamster5-week aged, SARS-CoV, Urbani, 103TCID50, INIncreased viral replication in lungs, related interstitial pneumonitis, diffuse alveolar damageReproducibility, increased viral replication in lungs which makes it suitable for immunoprophylaxis and immunotherapy and vaccines studiesAs virus is cleared rapidly from 7 to 10 dpi, there was no overt clinical illnessRoberts et al. (2005)
17Ferret and domestic catSARS-CoV, 106 TCID50, ITLethargy and mortality in ferrets; histopathological changes including pulmonary consolidation was reported in both animalsUseful for vaccines, immunotherapy and therapeutic studiesAvailability; vulnerability to other respiratory virusesMartina et al. (2003)

SARS, Severe acute respiratory syndrome; IN, intranasal inoculation; IT, intratracheal inoculation; IV, intravenous inoculation; IB, intrabronchial inoculation; TCID50, 50% Median Tissue Culture Infectious Dose; PFU, Plaque forming units.

Animal models of SARS-CoV. 4–6 week aged SARS-CoV, Urbani, 105 TCID50, IN SARS, Severe acute respiratory syndrome; IN, intranasal inoculation; IT, intratracheal inoculation; IV, intravenous inoculation; IB, intrabronchial inoculation; TCID50, 50% Median Tissue Culture Infectious Dose; PFU, Plaque forming units. There were different mice models used for the study of infection. When BALB/c mice were infected intranasally, there was an increase in viral titer in the lungs but no sign of morbidity or mortality was noticed. After 2 to 3 dpi, virus replication significantly increased in the respiratory tract but started decreasing at day 5 dpi (Subbarao et al.2004). This showed that young BALB/c mice failed to exhibit clinical signs of disease but permitted viral replication. On the other hand, a study showed that one-year-old BALB/c mice exhibited critical infection as compared to younger mice after SARS-CoV infection (Vogel et al.2007). Histopathological findings such as bronchiolitis, diffuse alveolar damage, and patchy interstitial pneumonitis were observed in BALB/c mice model of SARS-CoV. It was also observed that old age BALB/C mice were more prone to this disease as similar to the clinical symptoms observed in elderly people in the 2003 SARS outbreak. One of the studies suggested that 129S mice infected with SARS-CoV exhibited virus replication and self-limited bronchiolitis. 129S mice strain also reported mild weight loss and pneumonitis after SARS-CoV infection. While on the other side, STAT 1 -/- mice in the 129S background observed sustained replication of the virus and histopathological changes, which were mimicking the human’s disease. However, vaccine studies are limited where targeted mice have immune defects (Hogan et al.2004; Frieman et al.2010). Moreover, C57BL/6 mice were also used as a SARS-CoV model. Virus isolates administered intranasal into C57BL/6 mice showed high replication in the respiratory tract of mice with a peak on the 3rd day and clearance on the 9 dpi. The study observed the presence of transient systemic infection in the lungs which ultimately affects the brain (Glass et al.2004) (Table 2). Another model used to study the SARS-CoV infection is a golden Syrian hamster. There was a significantly high titer of viruses in the lungs along with interstitial pneumonitis (Roberts et al.2005). Because of the clinical signs like pulmonary histopathology and high virus load, the hamster can be used as a model for the study of therapeutics, immunotherapy, and immunoprophylaxis. It was observed that viruses got cleared off by 7dpi. (Table 2).

Ferrets and Domestic Cat Model

Various studies showed that domestic cats and ferrets are prone to SARS-CoV infection because virus replication, as well as specific antibodies, were found in both the species. After indicating drowsiness and epiphysitis 16 to 21 dpi, ferrets died (Martina et al.2003). However, with domestic cats, no further study has been conducted. After the inoculation of infection via intranasal route, the replication of the virus in the lungs and histological changes like pneumonitis were reported (ter Meulen et al.2004) (Table 2).

Animal Models of MERS-CoV

There is a difference in the homology of human and small animals DPP4 molecules which is the main virus receptor of MERS-CoV. Therefore, mice, guinea pig, and ferrets are not usually permissive to the MERS-CoV (Cockrell et al.2014; Coleman et al.2014; de Wit et al.2013a, b; Raj et al.2013). However, non-human primates, rabbits, pigs, and dromedary camels are naturally permissive for the virus.

Dromedary Camel Model

Adney et al. studied the pathology and transmission of MERS-CoV among dromedary camels. The animals displayed slight increases in body temperature and rhinorrhea. A large quantity of nasal shedding of the virus is suggestive of an animal-to-animal and animal-to-human transmission which may occur through droplets or direct contact. MERS-CoV mainly affects the upper respiratory tract and mimics mild clinical signs. Since in clinical settings, the disease shows severe pathology, so camel as a model to study therapeutics is not suitable (Adney et al.2014) (Table 3).
Table 3

Animal models of MERS-CoV.

Sr. NoAnimal modelDisease induction (strain and route)Clinical SignAdvantageDisadvantageReferences
1Dromedary camelsHCoV-EMC/2012, 1 × 107 TCID50, IN, IT, CONRhinorrhea; mild elevation in body temperature; nasal discharge; mild to moderate acute intraepithelial & sub-mucosal inflammationReservoir source of the MERS-CoVMild clinical symptomsAdney et al. (2014)
2AlpacasDromedary MERS-CoV Al-Hasa_KFU-HKU13/2013, 1 × 106 TCID50, OronasalPositive deep nasal swab at 10 dpiAlpacas as a potential substitute for camelsSmall sample size; insufficient observation period of 21 days before rechallenge; mechanism not evaluated;Crameri et al. (2016)
3Rhesus macaqueHCoV-EMC/2012, 7 × 106 TCID50, IT, IN, oral, and ocular routesVirus shedding via nose, transient LRT infectionSusceptible to infectionSmall sample size; transient model; no mortalityde Wit et al. (2013a, b)
4Rhesus macaqueshCoV-EMC, 6.5 × 107 TCID50, ITIncreased temperature on 1–2 dpi; multifocal mild-to-moderate interstitial pneumonia; types I and II pneumocytes and alveolar macrophages contain infectionSusceptible to infectionNo detectable virus titersYao et al. (2014)
5Rhesus monkeysicMERS-0, 5 × 106 PFU, ITLung hyperdensity changes, minimal-to-mild interstitial pneumonia; transient, mild pulmonary pathologyHigh replication of icMERS-0Mild infectionCockrell et al. (2018)
6Rhesus macaques (immunosupressive)EMC/2012, 7 × 106 TCID50, ocularHigh viral shedding; mild pulmonary pathologyImmunopathogenic componentUse of immunosuppressive drug is not clinically relevant; immunosuppressive group is not challenged;Prescott et al. (2018)
7Common MarmosetHCoV-EMC/2012, 4 × 106 TCID50, IN, IT and ocularLoss of appetite; decreased levels of activity; progressive severe pneumonia; extensive lesions in the lungs; severe, partially lethal disease modelSevere; longer duration; high viral loads in lungs; high viral load both in lower respiratory tract and in bloodSmall sample size; lack of additional control animals; subjects euthanized before the disease course could resolveFalzarano et al. (2014)
8Common MarmosetMERS-CoV-Jordan-n3/2012, 5 × 107 PFU, IT; MERS-CoV-EMC/2012, 5 × 107 PFU, ITRespiratory rate increased; interstitial multifocal to coalescing moderate pneumoniaNo systemic clinical symptoms; limited clinical signs;Johnson et al. (2015)
9Yorkshire Landrace pigsMERS-CoV, 1 × 107 TCID50, INViral RNA detected till 7 dpiInexpensive and easy to obtainNo animal to animal transmissionVergara-Alert et al. (2017)
10New Zealand white rabbitsEMC/2012, 1 × 103 TCID50, or 1 × 105 TCID50, IVNo clinical sign even on exposure to re-infection;Inexpensive and easy to obtainStudied asymptomatic infection, non-lethal infections, transient dose-dependent pulmonary infection which is not associated with clinical symptomsHouser et al. (2017)
11Transgenic mice (Ad5-hDPP4)EMC-2012, 1 × 105 PFU, INWeight loss, virus replication in respiratory tract, interstitial pneumoniaUseful in screening of therapeutics and vaccines efficacy; Efficient and rapid generation of the model within 2–3 weeks; can be used in genetically deficient miceLevel of expression, tissue distributionZhao et al. (2014)
12Trangenic C57BL/6 J mice(hCD26/DPP4) CAGG enhancer/promoter, intron sequence, human CD26 cDNA, and rabbit beta globin poly(A) signalEMC-2012, 1 × 106 TCID50, INIncrease virus titers in lungs and brains; progressive pneumonia; characterized by extensive; significant mortalitySusceptible to the infectionSevere morbidity and mortality; hinders investigations of underlying mechanismAgrawal et al. (2015)
13Swiss Webstar mice (hDPP4) (VelociGene technology)MERS-CoV- Hu/Jordan-N3/2012, 2 × 105 PFU, INMild–moderate peribronchiolar & alveolar inflammationRapid mouse model production; no prior transduction is required;No cerebral inflammationPascal et al. (2015)
14Trangenic C57BL/6 J mice(hDPP4 model) (hCD26/DPP4) CAGG enhancer/promoter, intron sequence, human CD26 cDNA, and rabbit beta globin poly(A) signalEMC-2012, 1 × 106 TCID50, INPersistent inflammatory infiltrates in the lungs; focal infiltrates in brain & liverFully permissive to viral infectionSevere morbidity and mortality; hinders investigations of underlying mechanismTao et al. (2015)
15Transgenic C57BL/6 mouse (hDPP4) model (purified 5861 bp fragment generated from ApaL1 digestion of pCAGGS-hDPP4)HCoV-EMC/2012 strain, 1 × 104.3 TCID50, INDecreased activity; significant weight loss; mortalityMimic severe MERS pathologyUnderlying mechanism; mechanism of lethal which was of aberrant inflammatory response was not studiedZhao et al. (2015)
16Transgenic C57BL/6 J mice (CRISPR–Cas9 gene editing (homozygous & heterozygous strain))HCoV-EMC/2012, Camel MERS, icMERS, MERS-0 at 5 × 105 PFU, IN; MERS-15 at 5 × 106 PFU, INMortality and haemorrhage at 6 dpi; 25%–30% weight loss; diffuse alveolar damage and severe respiratory disease; decreased pulmonary function as measured by plethysmographyNo confounding effects of CNS infection on mortalityUse of high viral loadCockrell et al. (2016)
17Transgenic C57BL/6 mice (hDPP4-KI mice, mouse Dpp4 exons 10–12 replaced with the human DPP4 codons)Plaque-purified MERSMA, 1 × 104 to 1 × 106 PFU, INDiffuse alveolar damage; innate immune responses to infection; leukocyte response to infectionModel does not require prior sensitizationPathological changes associated with species specific MERSMA mutationLi et al. (2017)
18Transgenic C57BL/6 mouse (R26-hDPP4 mice, insert hDPP4 into the Rosa26 locus using CRISPR/Cas9)hCoV-EMC, 1.5 × 105 PFU, INSevere ARDS; viral titer in CNSSpecificity of the infection in lungs & in CNSNot severe or lethalFan et al. (2018)
19Transgenic mice on a C57BL/6 background express hDPP4HCoV-EMC 2012 strain, 1 × 105 TCID50, INViral titer in lungsAge related immunopathologyNo severe disease and lethal infection, no nasal and brain inflammation; mild infection;Iwata-Yoshikawa et al. (2019)

MERS, Middle east respiratory syndrome; IN, intranasal; IT, intratracheal; CON, Conjuctivital; TCID50, 50% Median Tissue Culture Infectious Dose; PFU, Plaque forming units; LRT, lower respiratory tract; ARDS, acute respiratory distress syndrome; CNS, central nervous system; dpi, day post infection.

Animal models of MERS-CoV. MERS, Middle east respiratory syndrome; IN, intranasal; IT, intratracheal; CON, Conjuctivital; TCID50, 50% Median Tissue Culture Infectious Dose; PFU, Plaque forming units; LRT, lower respiratory tract; ARDS, acute respiratory distress syndrome; CNS, central nervous system; dpi, day post infection.

Alpaca Model

MERS-CoV is classified under Biosafety Level 3 which poses difficulty in using camels for infection study. Alpaca, belonging to the Camelidae family, provides an alternative to camels. Crameri et al. used alpaca as a prospective substitute to a camel for MERS-CoV vaccine testing (Crameri et al.2016). On exposure to MERS-CoV, the study observed dissimilarity between the immune response of two species. However, the pathogenesis of infection in alpaca is unknown (Table 3).

Non-Human Primate Models

de Wit et al. used rhesus macaques to develop the MERS model. There was high viral load of MERS-CoV in the lower respiratory tract. The viral strain mainly affected type I and II pneumocytes that formed the architecture of the alveolar space. Since high expression of MERS-CoV was present in the lungs, therefore, there was limited virus shedding. There was no viral replication in the kidney. The study concluded that renal failure in humans might be associated with hypoxia but not with viral dissemination. Due to its transitory nature, this model of rhesus macaques was not found to be exactly mimicking the critical clinical cases (de Wit et al.2013a). Similarly, Yao et al. observed a mild increase in temperature in rhesus monkeys. There was no virus detected in the upper respiratory tract. Significant pneumonia was observed with no systemic dissemination of the virus. The study concluded only lower respiratory infection with no extra-pulmonary effect (Yao et al.2014). Human exposure to MERS-CoV leads to severe respiratory disease which might result in fatality and it is not easy to attain the same fatality rate in non-human primate models. Cockrell et al. used an infectious clone of novel MERS-CoV (icMERS-0) to induce MERS in the rhesus macaque. The clone strain was found to have higher pathogenicity in comparison to its wild type. MERS-CoV peaked at 3 to 5 dpi and resolved to 30 dpi. The respiratory disease was found to be placid and brief which resolves by day 30 dpi. The model mimics only mild infection of MERS in humans (Cockrell et al.2018). In most of the cases, fatality is associated with comorbidities in MERS affected patients (Hui et al.2014; Saad et al.2014) and severity is linked to the immunocompromised state. In order to study the immune response and disease severity, Prescott et al. used the immunosuppressive drugs to down-regulate the immunity of rhesus macaques. The immunosuppressive state was found to be associated with a high titer of MERS-CoV but not supported by the pathology. In lung tissues, inflammatory cells significantly decreased in immunocompromised animals when evaluated histopathologically. This, in turn, shows the effect of the immune status of an individual on the shedding of the viral load. This study depicted the importance of considering the immune response along with using therapy to control infection in clinical settings (Prescott et al.2018) (Table 3). Marmosets are more prone to MERS-CoV infection than the rhesus macaques and it might be suitable to screen therapeutic strategies for the disease in marmoset (Johnson et al.2015; Falzarano et al.2014). The study by Falzarano et al. displayed an increase in severity following exposure to MERS-CoV in marmoset than rhesus macaque. The titer was almost 1000 times greater in marmoset than in rhesus macaque. The infection persisted for a longer duration as compared in rhesus macaque and need euthanasia. In fact, there was a systemic dissemination of the virus. But there was no viral dissemination in the kidney. The study observed that the marmoset model recapitulates more closely to human MERS (Falzarano et al.2014). Johnson et al. used two clones of MERS-CoV i.e. MERS-CoV-Jordan-n3/2012 and MERS-CoV-EMC/2012. The inoculation of MERS-CoV into common marmosets resulted in mild to moderate clinical presentation of the disease which might be due to the manipulations of the marmoset to a certain extent (Johnson et al.2015) (Table 3).

Yorkshire Landrace Pig Model

Pigs are naturally permissive to the MERS-CoV infection (de Wit et al.2017). Vergara-Alert et al. used HCoVEMC/2012 to infect Yorkshire Landrace pigs. The study observed no animal-to-animal transmission though RNA dissemination of the virus was significantly high. Thus, this model cannot be used to study therapeutic strategies as it does not depict the true clinical condition (Vergara-Alert et al.2017) (Table 3).

New Zealand White Rabbit Model

Houser et al. studied the effect of re-infection in the rabbits. The model supported the replication of MERS-CoV-EMC/2012 virus. The model displayed asymptomatic infection which is not associated with any significant clinical sign. The model is not suitable for preclinical screening of therapeutics or vaccines for MERS (Houser et al.2017) (Table 3). Mice are easily available, cost-effective, easy to handle, and suitable for initial screening of drug therapies and vaccines. Since, mice are not susceptible to MERS-CoV infection (de Wit et al.2013b; Coleman et al.2014), therefore Zhao et al. developed a mouse model for MERS using a recombinant adenovirus that expresses humanized dipeptidyl peptidase-4 (hDPP4) receptor (Zhao et al.2014). The study concluded significant weight loss and virus dissemination in the respiratory tract. Further interstitial pneumonia was observed in the mice. The transient hDPP4 expression, mild respiratory system involvement with no fatality are the drawbacks of the model (Zhao et al.2014). Though the previous study used an adenovirus vector to develop the DPP4 receptor in mice vulnerable to MERS-CoV infection, it did not mimic more closely to the clinical conditions. Agrawal et al. used tissue-specific and inducible promoters, to derive humanized DPP4 transgenic mice. On exposure to MERS-CoV, the model showed high susceptibility to the virus (Agrawal et al.2015). Briefly, the transgenic model depicted progressive pneumonia with fatality. Agrawal et al. developed a hCD26/DPP4 transgenic mice and the receptors were distributed throughout the body which was not physiologically relevant (Agrawal et al.2015). Pascal et al. used Veloci Gene technology to rapidly develop a new humanized model. The model showed active viral replication in the respiratory tract without cerebral infection (Pascal et al.2015). Tao et al. observed constant inflammatory infiltrates in both brain and lungs in humanized CD26 (hCD26)/DPP4 mice. The high viral titer was observed in the lungs and in the brain of mice on exposure to MERS-CoV infection. The pathological examination found gross and microscopic inflammation which was not restricted to lungs but a sign of systemic dissemination along with fatality in 4–6 dpi (Tao et al.2015). Tao et al. showed acute severe infection which hampers the opportunity to fully understand the pathogenesis. Zhao et al. developed a mouse model that exhibits the codon-optimized- hDPP4 receptor which on exposure to viral strain showed severe disease pathology in lungs which further affected the brain and kidney. The severe infection and aberrant immune response lead to mortality. The exact mechanism of the severity of the disease model requires further evaluation (Zhao et al.2015). Cockrell et al. used CRISPR–Cas9 technology to genetically alter a non-permissive host receptor. The model showed severe respiratory distress and fatality response to MERS-CoV. This was further supported by plethysmography that showed decreased pulmonary function which might be due to the inflammation in pneumocytes and airway epithelial cells. The viral titers were not detected in the brain thereby nullifying any confounding factors which could lead to fatality (Cockrell et al.2016). Li et al. developed transgenic mice, and inoculated with mouse adapted MERS-CoV (MERSMA) viral strain which caused weight loss, infection in airway epithelia, pneumocytes, and macrophages. Though the model was rapid to develop, required no prior sensitization, the pathological changes were exclusively associated with the species-adapted mutations of the MERSMA clone. This hinders the model to fully mimic clinical conditions (Li et al.2017). Fan et al. used CRISPR/Cas9 gene-editing technology to develop a knock-in-model of mice. The study displayed a high level of expression of hDPP4 in the respiratory tract and to a lesser extent in the brain. There is a clear site of infection along with acute respiratory distress syndrome (ARDS) in the lungs. There is also the dissemination of viruses into the central nervous system (CNS). The study observed high repeatability and the safety of the model (Fan et al.2018). Iwata-Yoshikawa et al. developed a transgenic mouse model using the endogenous promoter. The hDPP4 mice model showed a high viral titer in the lower respiratory tract. Acute multifocal interstitial pneumonia was observed at 7 dpi. The viral titer was also observed in peripheral blood and lymphoid tissues. There was an age-associated immune response to exposure to the viral strain. The model expressed mild infection pathology. Moreover, after the infection, this model had not shown any signs of lesions in the brain and kidney (Iwata-Yoshikawa et al.2019) (Table 3).

Conclusions

The coronaviruses pathology is associated with the involvement of severe acute respiratory infection (SARI) and immune deregulation, thus, it is requisite to perform a study using an assay system that must involve all the cell signalling and thus, using animal model is an unparallel approach. There are some animal models that recapitulate mild to moderate pathology, however, the clinical condition is related to high mortality and morbidity. Therefore, animal models which mimic critical pathologies are much closer to clinical conditions. The novel coronavirus (COVID-19) pathology is linked to viral respiratory infection, hyper-immune response, and coagulopathy (Lin et al.2020; Connors and Levy 2020), therefore, to understand the mechanism or to evaluate therapeutic countermeasures, the animal models should involve all these interplays in a single model. Since with the advent of technology, transgenic mice are the significant tool but the transgenic mice lack the coagulopathy component which is indispensable in order to understand the complete mechanism and to evaluate the countermeasures. Further, validation of the animal model is crucial. The error in the animal experimental study narrows the chances of the potential drugs or repurposing or repositioning drugs or vaccines to translate successfully to clinics and moreover, it is a wastage of resources. Thus, it is the need of the hour to validate the animal model using different criteria, for instance, face, construct, and predictive validity (Denayer et al.2014).
  65 in total

1.  Middle East respiratory syndrome coronavirus (MERS-CoV) causes transient lower respiratory tract infection in rhesus macaques.

Authors:  Emmie de Wit; Angela L Rasmussen; Darryl Falzarano; Trenton Bushmaker; Friederike Feldmann; Douglas L Brining; Elizabeth R Fischer; Cynthia Martellaro; Atsushi Okumura; Jean Chang; Dana Scott; Arndt G Benecke; Michael G Katze; Heinz Feldmann; Vincent J Munster
Journal:  Proc Natl Acad Sci U S A       Date:  2013-09-23       Impact factor: 11.205

Review 2.  Severe acute respiratory syndrome vs. the Middle East respiratory syndrome.

Authors:  David S Hui; Ziad A Memish; Alimuddin Zumla
Journal:  Curr Opin Pulm Med       Date:  2014-05       Impact factor: 3.155

3.  Utility of the aged BALB/c mouse model to demonstrate prevention and control strategies for severe acute respiratory syndrome coronavirus (SARS-CoV).

Authors:  Leatrice N Vogel; Anjeanette Roberts; Christopher D Paddock; Gillian L Genrich; Elaine W Lamirande; Sagar U Kapadia; John K Rose; Sherif R Zaki; Kanta Subbarao
Journal:  Vaccine       Date:  2006-12-11       Impact factor: 3.641

4.  Replication and shedding of MERS-CoV in upper respiratory tract of inoculated dromedary camels.

Authors:  Danielle R Adney; Neeltje van Doremalen; Vienna R Brown; Trenton Bushmaker; Dana Scott; Emmie de Wit; Richard A Bowen; Vincent J Munster
Journal:  Emerg Infect Dis       Date:  2014-12       Impact factor: 6.883

Review 5.  Molecular pathology of emerging coronavirus infections.

Authors:  Lisa E Gralinski; Ralph S Baric
Journal:  J Pathol       Date:  2015-01       Impact factor: 7.996

6.  Pathogenesis and transmission of SARS-CoV-2 in golden hamsters.

Authors:  Sin Fun Sia; Li-Meng Yan; Alex W H Chin; Kevin Fung; Ka-Tim Choy; Alvina Y L Wong; Prathanporn Kaewpreedee; Ranawaka A P M Perera; Leo L M Poon; John M Nicholls; Malik Peiris; Hui-Ling Yen
Journal:  Nature       Date:  2020-05-14       Impact factor: 49.962

7.  Replication of SARS coronavirus administered into the respiratory tract of African Green, rhesus and cynomolgus monkeys.

Authors:  Josephine McAuliffe; Leatrice Vogel; Anjeanette Roberts; Gary Fahle; Steven Fischer; Wun-Ju Shieh; Emily Butler; Sherif Zaki; Marisa St Claire; Brian Murphy; Kanta Subbarao
Journal:  Virology       Date:  2004-12-05       Impact factor: 3.616

8.  Is there an ideal animal model for SARS?

Authors:  Kanta Subbarao; Anjeanette Roberts
Journal:  Trends Microbiol       Date:  2006-06-08       Impact factor: 17.079

9.  Simulation of the Clinical and Pathological Manifestations of Coronavirus Disease 2019 (COVID-19) in a Golden Syrian Hamster Model: Implications for Disease Pathogenesis and Transmissibility.

Authors:  Jasper Fuk-Woo Chan; Anna Jinxia Zhang; Shuofeng Yuan; Vincent Kwok-Man Poon; Chris Chung-Sing Chan; Andrew Chak-Yiu Lee; Wan-Mui Chan; Zhimeng Fan; Hoi-Wah Tsoi; Lei Wen; Ronghui Liang; Jianli Cao; Yanxia Chen; Kaiming Tang; Cuiting Luo; Jian-Piao Cai; Kin-Hang Kok; Hin Chu; Kwok-Hung Chan; Siddharth Sridhar; Zhiwei Chen; Honglin Chen; Kelvin Kai-Wang To; Kwok-Yung Yuen
Journal:  Clin Infect Dis       Date:  2020-12-03       Impact factor: 9.079

10.  Newly discovered coronavirus as the primary cause of severe acute respiratory syndrome.

Authors:  Thijs Kuiken; Ron A M Fouchier; Martin Schutten; Guus F Rimmelzwaan; Geert van Amerongen; Debby van Riel; Jon D Laman; Ton de Jong; Gerard van Doornum; Wilina Lim; Ai Ee Ling; Paul K S Chan; John S Tam; Maria C Zambon; Robin Gopal; Christian Drosten; Sylvie van der Werf; Nicolas Escriou; Jean-Claude Manuguerra; Klaus Stöhr; J S Malik Peiris; Albert D M E Osterhaus
Journal:  Lancet       Date:  2003-07-26       Impact factor: 79.321

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  21 in total

1.  Overview of Nonhuman Primate Models of SARS-CoV-2 Infection.

Authors:  Anita M Trichel
Journal:  Comp Med       Date:  2021-09-21       Impact factor: 0.982

Review 2.  Animal models for studying COVID-19, prevention, and therapy: Pathology and disease phenotypes.

Authors:  Shambhunath Choudhary; Isis Kanevsky; Lindsay Tomlinson
Journal:  Vet Pathol       Date:  2022-04-22       Impact factor: 3.157

3.  Molecular optimization, docking, and dynamic simulation profiling of selective aromatic phytochemical ligands in blocking the SARS-CoV-2 S protein attachment to ACE2 receptor: an in silico approach of targeted drug designing.

Authors:  Dipta Dey; Parag Kumar Paul; Salauddin Al Azad; Mohammad Faysal Al Mazid; Arman Mahmud Khan; Md Arman Sharif; Md Hafijur Rahman
Journal:  J Adv Vet Anim Res       Date:  2021-03-05

4.  Prenatal Biochemical and Ultrasound Markers in COVID-19 Pregnant Patients: A Prospective Case-Control Study.

Authors:  Stefano Cosma; Andrea Roberto Carosso; Fulvio Borella; Jessica Cusato; Marialuisa Bovetti; Federica Bevilacqua; Marco Carosso; Fiammetta Gervasoni; Andrea Sciarrone; Luca Marozio; Alberto Revelli; Alessandro Rolfo; Claudia Filippini; Valeria Ghisetti; Giovanni Di Perri; Chiara Benedetto
Journal:  Diagnostics (Basel)       Date:  2021-02-26

5.  Exploration and validation of related hub gene expression during SARS-CoV-2 infection of human bronchial organoids.

Authors:  Ke-Ying Fang; Wen-Chao Cao; Tian-Ao Xie; Jie Lv; Jia-Xin Chen; Xun-Jie Cao; Zhong-Wei Li; Shu-Ting Deng; Xu-Guang Guo
Journal:  Hum Genomics       Date:  2021-03-16       Impact factor: 4.639

Review 6.  Genetically modified mouse models to help fight COVID-19.

Authors:  Channabasavaiah B Gurumurthy; Rolen M Quadros; Guy P Richardson; Larisa Y Poluektova; Suzanne L Mansour; Masato Ohtsuka
Journal:  Nat Protoc       Date:  2020-10-26       Impact factor: 13.491

7.  SARS-CoV-2 rapidly adapts in aged BALB/c mice and induces typical pneumonia.

Authors:  Yufei Zhang; Kun Huang; Ting Wang; Fei Deng; Wenxiao Gong; Xianfeng Hui; Ya Zhao; Xinlin He; Chengfei Li; Qiang Zhang; Xi Chen; Changjie Lv; Xian Lin; Ying Yang; Xiaomei Sun; Zhengli Shi; Huanchun Chen; Zhong Zou; Meilin Jin
Journal:  J Virol       Date:  2021-03-10       Impact factor: 5.103

8.  Relative synonymous codon usage of ORF1ab in SARS-CoV-2 and SARS-CoV.

Authors:  Gun Li; Liang Zhang; Ning Du
Journal:  Genes Genomics       Date:  2021-07-06       Impact factor: 1.839

9.  COVID-19: What we talk about when we talk about masks.

Authors:  Cristiane Ravagnani Fortaleza; Lenice do Rosário de Souza; Juliana Machado Rúgolo; Carlos Magno Castelo Branco Fortaleza
Journal:  Rev Soc Bras Med Trop       Date:  2020-11-06       Impact factor: 1.581

Review 10.  Animal models of SARS-CoV-2 transmission.

Authors:  Rory D de Vries; Barry Rockx; Bart L Haagmans; Sander Herfst; Marion Pg Koopmans; Rik L de Swart
Journal:  Curr Opin Virol       Date:  2021-06-29       Impact factor: 7.090

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