Abstract
The concern of the emergence of a pandemic influenza virus has sparked an increased effort toward the development and testing of novel influenza antivirals. Central to this is the animal model of influenza infection, which has played an important role in understanding treatment effectiveness and the effect of antivirals on host immune responses. Among the different animal models of influenza, ferrets can be considered the most suitable for antiviral studies as they display most of the human-like symptoms following influenza infections, they can be infected with human influenza virus without prior viral adaptation and have the ability to transmit influenza virus efficiently between one another. However, an accurate assessment of the effectiveness of an antiviral treatment in ferrets is dependent on three major experimental considerations encompassing firstly, the volume and titer of virus, and the route of viral inoculation. Secondly, the route and dose of drug administration, and lastly, the different methods used to assess clinical symptoms, viral shedding kinetics and host immune responses in the ferrets. A good understanding of these areas is necessary to achieve data that can accurately inform the human use of influenza antivirals. In this review, we discuss the current progress and the challenges faced in these three major areas when using the ferret model to measure influenza antiviral effectiveness.
Influenza – the Disease
Influenza is a highly contagious respiratory disease causing symptoms ranging from headache, myalgia, malaise, sore throat, sneezing, and nasal discharge (). Influenza virus is transmitted via virus-laden secretions propelled by coughing or sneezing from an infected person. Most influenza infections are self-limiting, lasting for one to 5 days but host factors such as age, pregnancy, and underlying medical conditions can increase the severity of illness (). Influenza causes high global mortality and morbidity annually, with United States alone experiencing approximately 95,000–172,000 hospitalizations and 21,000–41,000 deaths annually (). The morbidity associated with seasonal influenza has a significant economic impact due to work absenteeism and puts huge pressure on the public health system.
Influenza Antivirals
To date, the neuraminidase inhibitors (NAIs) are the only licensed class of antiviral drugs effective against currently circulating influenza viruses. Zanamivir (RelenzaTM) and oseltamivir (TamifluTM) have been licensed since 1999 while newer NAIs, such as peramivir (RapivabTM) and laninamivir (InavirTM), are approved in Japan, and in the case of peramivir also in South Korea, USA, and China (; ; ). However, the therapeutic and prophylactic efficacy of NAIs against ‘seasonal’ influenza infection remains hotly debated (). The continuous risks posed by the emergence of NAI-resistant viruses (Takashita et al., 2015) and the pandemic potential of avian influenza viruses, such as A(H5N1) (Nguyen et al., 2013) and A(H7N9) (), has sparked a major effort to develop new antivirals for human use.
Typically, investigational antivirals will first undergo in vitro efficacy screening, followed by in vivo testing in animal models to look at pharmacokinetics/pharmacodynamics (PK/PD), drug toxicity and drug effectiveness prior to clinical trials. As such, the choice of the animal model for assessing the effectiveness of these influenza antivirals becomes critical as it provides pre-clinical data that can inform the decision for progression toward clinical trials. Currently, there are a large number of influenza antivirals undergoing clinical trials, a substantial increase from the limited trials in 2000 (Figure 1). In the majority of human clinical trials of influenza antivirals, the primary endpoint used to assess the drug efficacy is the time to alleviation of clinical symptoms, such as cough, fever, sore throat, myalgia, lethargy, nasal congestion, and headaches, whereas other aspects, including the ability to reduce viral shedding, are considered secondary endpoints (; The MIST, 1998; ; Nicholson et al., 2000; Treanor et al., 2000; ).
FIGURE 1
Animal Models in Influenza Research
Animal models of influenza infection have played an important role in the understanding of viral pathogenicity and have served as pre-clinical models for the evaluation of vaccine candidates and new therapeutics (
Table 1
| Clinical symptoms | Human | Animal model of influenza infection | |||||
|---|---|---|---|---|---|---|---|
| Ferrets | Mice | Guinea Pigs | Swine | NHP | Zebrafish | ||
| Sneezing | Yes | Yes | No | No | Yes | Not alwaysa | No |
| Nasal discharge | Yes | Yes | No | No | Not alwaysa | Not alwaysa | No |
| Lethargy | Yes | Yes | Yes | No | No | Not alwaysa | Unknown |
| Fever | Yes | Yes | No | No | Not alwaysa | Not alwaysa | No |
| Weight loss | Yes | Yes | Yes | No | Minor | Not alwaysa | No |
| Viral shedding | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Experimental cost | - | Moderate | Low | Moderate | High | High | Low |
| Transmission between animals | - | Good | Poor | Good | Good | Poor | Unknown |
| Can infect with human influenza viruses? | - | Yes | Nob | Yes | Yes | Yes | Unknown |
| A(H1N1)pdm09c | - | Yes | Yes | Yes | Yes | Yes | Not reported |
| A(H3N2)c | - | Yes | Yes | Yes | Yes | Yes | Yes |
| Bc | - | Yes | Yes | Not reported | Yes | Yes | Not reported |
| Avian originc | - | Yes | Yes | Yes | Not reported | Yes | Not reported |
Comparison of different animal models for influenza infection.
NHP, Non-human primates. aClinical symptoms vary with different influenza strains. bSerial passaging is required to ‘adapt’ the virus to replicate in majority of mouse strains. cInfluenza virus strain/subtype that have been tested in the animal model.
Animal Models in Influenza Antiviral Studies
Among all animal experimental models, mice are most commonly used for testing influenza antivirals mainly due to factors, such as lower experimental cost, ease of animal handling and the ability to use large numbers of animals to attain statistical power in a single experiment (Ryan et al., 1994; Mendel et al., 1998; Triana-Baltzer et al., 2009;
Ferret
Since the discovery of the susceptibility of ferrets (Mustela putorius furo) to influenza virus in the 1930’s (Smith et al., 1933), they remain one of the best animal models of influenza infection as they exhibit many of the clinical symptoms observed in humans following influenza infection, can be directly infected with human influenza virus without prior viral adaptation, and have the ability to transmit influenza virus efficiently between one another (Table 1). The susceptibility of ferrets to human influenza viruses is due to the presence of α2-6-linked terminal N-acetylneuraminic sialic acids (Neu5AC) in their respiratory tract which facilitates virus binding and the initiation of viral replication (
However, the use of ferrets for influenza studies has been limited by factors such as animal availability, genetic heterogeneity (out-bred) (
Despite these limitations, the use of ferrets in influenza research has increased considerably since 2008 (Figure 2). This increment was largely attributed to a global effort to better understand viruses with pandemic potential such as the avian influenza viruses A(H5N1) and A(H7N9), and the virus responsible for the 2009 pandemic, the A(H1N1)pdm09 virus (
FIGURE 2

The number of publications using different animal models of influenza. Number of papers published on topics relating to influenza and mice/ferret/guinea pig from 1950 to 2013. Data tabulated by online automated yearly statistics of PubMed results (http://dan.corlan.net/medline-trend.html). Search terms used are ‘Influenza’ and ‘Mice/ferret/guinea pig.’
To date, the ferret model has been used to investigate viral susceptibility and transmission (Yen et al., 2007;
There are a large number of experimental variables in a typical ferret antiviral effectiveness study that can alter the study outcome and that should be carefully considered to ensure that the most reliable data is generated. These variables are discussed in detail below and are summarized in Figure 3.
FIGURE 3

Overview of the three experimental considerations when assessing an antiviral in a ferret model of influenza infection. i.n: Intranasal; i.p, intraperitoneal; i.v, intravenous; i.t, intratracheal; PK/PD, pharmacokinetics/pharmacodynamics; BAL, bronchoalveolar lavage; AUC, area under curve.
Inoculation of Influenza Virus in Ferrets
The initiation of influenza infection in animal experimental models, and even in the human challenge model (
The alternatives to intranasal infection are the use of a ‘natural’ infection, that can be achieved by either contact (Roberts et al., 2012; Oh et al., 2014) or non-contact transmission (
FIGURE 4

Schematic representation of the viral shedding kinetics of intranasally infected (102–103, 104–106 TCID50 viral inoculum) ferrets, ferrets naturally infected by contact transmission via an infected donor and intranasally infected human in a challenge model (
The majority of ferret infection studies have used intranasal infections with inocula of high infectious viral titers (e.g., 106 TCID50/PFU/EID50 per animal) which may result in a very large number of infectious particles infecting the nasal epithelial in a short time period (
Influenza antivirals, such as NAIs, typically act by interrupting the viral replication cycle, whereas antibiotics directly eliminate and reduce the causative pathogen (McCullers, 2011). Therefore, the common practice of infecting ferrets with a high viral inoculum could overwhelm the host (ferret) with an unrealistically large number of infectious viral particles and under such experimental conditions, the effectiveness of an antiviral treatment could be undermined as the antivirals would not be able to contain such rapid onset of viral infection. As demonstrated by Marriott et al. (2014), oseltamivir treatment significantly lowered viral shedding, lowered inflammatory nasal cell count and improved activity levels following a 102 PFU/animal dose of infection, but had no significant effect on these parameters when a high viral inoculum of 106 PFU/animal was used (Marriott et al., 2014). Therefore, in the context of antiviral testing in ferrets and in particular to intranasal inoculation, careful consideration should be given to the amount of virus used, to prevent undermining the effectiveness of antivirals in influenza infection.
Drug Administration
Administration of therapeutics into animals requires the careful consideration of many factors including the drug pharmacology, concentration, volume, timing, frequency of dose and route of administration (Urso et al., 2002). The antivirals for influenza treatment that are currently approved or in late-phase clinical trials in humans encompass various routes of administration including oral, inhaled and intravenous (Table 2). Where possible the route of administration in animals should follow the same route of delivery as in humans so that the results can be better extrapolated to the findings in man (Turner et al., 2011; Table 2).
Table 2
| Drugs | Approved administration route in human | Typical administration route used in animal studies | Reference | |
|---|---|---|---|---|
| Ferrets | Mice | |||
| Amantadine | Oral | Intraperitoneal | Oral | |
| Rimantadine | Oral | NR | Oral | Smee et al., 2012a |
| Oseltamivir | Oral | Oral | Oral | |
| Zanamivir | Powder inhalation | Intranasal (L) | Intranasal (L)/Intraperitoneal | |
| Laninamivir | Powder inhalation | Intranasal (L)/Intratracheal (P) | Intranasal (L) | |
| Peramivir | Intravenous | Intravenous | Intravenous/Intramuscular/Oral | Yun et al., 2008; |
| T-705 | Oral | NR | Oral | |
| DAS181a | Powder inhalation | NR | Intranasal (L) | Marjuki et al., 2014 |
The differences in antiviral drug administration route between human and animal model of influenza infection.
aInvestigational drug; NR, Not reported; L, Liquid; P, Powder.
The delivery of parenterally administered antivirals, such as peramivir, in ferrets is relatively straight-forward and can be easily administered by intravenous injection (Yun et al., 2008;
The delivery of inhaled drugs, such as zanamivir and laninamivir, to ferrets poses additional challenges. Both zanamivir and laninamivir are delivered to humans as a dry powder formulation that is actively inhaled by the patient via specially designed inhalers (
Drug Dosage
Besides route of administration, accurate evaluation of the effectiveness of antivirals in animals is also dependent on the dose of drug being administered. In humans, the optimal dose is determined by pharmacokinetic/pharmacodynamic (PK/PD) analysis. The PK/PD of influenza antivirals is often determined during pre-clinical testing in animals by pharmaceutical companies (Urso et al., 2002), but data from these studies is often not in the public domain. For example, the majority of studies have used 5 mg/kg oseltamivir phosphate in ferrets as being ‘equivalent’ to the 75 mg dose in humans, although limited publicly available PK/PD data is available to support this (
Table 3
| Drugs | Mice/Rats | Ferrets |
|---|---|---|
| Amantadine | NR | NR |
| Rimantadine | NR | |
| Oseltamivir | ||
| Zanamivir | NR | |
| Laninamivir | NR | |
| Peramivir | ||
| T-705 | NR | NR |
| DAS181 | NR | NR |
Pharmacokinetics reports of different influenza antivirals in mice, rats, and ferrets.
NR, Not reported.
Parameters to Assess the Effectiveness of Antiviral Treatment
Pathology
One advantage of using the ferret is the ability to track viral shedding kinetics from both the upper and/or lower respiratory tract via nasal washing or lower bronchoalveolar lavage (BAL), although the latter is rarely used (
Table 4
| Parameters | Reference | |
|---|---|---|
| Symptomatic | Sneezing | |
| Weight loss | ||
| Body temperature | ||
| Activity (manual scoring) | ||
| Activity (video-tracking) | Oh et al., 2015 | |
| Virological | Viral shedding kineticsa,b,c | |
| Histopathological | Lung histology | |
| Inflammation | Total viable cell counta | |
| Total protein concentrationa | ||
| Immunological | Differential cell count (innate immune cells)c | |
| Influenza-specific antibodies | van der Vries et al., 2013; Oh et al., 2014, 2015; Panozzo et al., 2015 | |
| Hematology chemistry | Stark et al., 2013 | |
| RNA expression (RT-PCR) | ||
| RNA expression (Microarray) | ||
Different types of clinical and symptomatic parameters measured in influenza studies in ferrets.
aNasal wash; bAssay by TCID50, PFU or RT-PCR; cBronchoalveolar lavage.
Immunology
The major disadvantage of using ferrets as a model for studying influenza (or influenza antiviral effectiveness) is the lack of validated ferret-specific reagents, such as antibodies, to study the immunology of disease pathogenesis. However, because of the significant benefits of the model many laboratories are now attempting to validate cross-reactive antibodies and develop novel reagents for ferret research (Rutigliano et al., 2008; Martel and Aasted, 2009; Music et al., 2014). One such collaborative effort is chaired by the United States Centre of Excellence for Influenza Research and Surveillance group at St. Jude Children’s Research Hospital in Memphis, USA. To date, several groups have assessed ferret host immune responses to influenza infection based on RNA expression by either quantitative real-time PCR in either nasal washes, blood or lung (
Despite a great effort to study the interplay between influenza infection and immunity in ferrets, the effect of antivirals on immunity in this model is still poorly understood. To date, the majority of the immunity-related studies on influenza antivirals have used mice as the animal model (
Future Directions for the Use of Ferrets to Assess Antiviral Effectiveness
To date, the ferret remains as one of the preferred models for assessing influenza infection and as such has become an important model for antiviral testing. Although the ferret poses many advantages compared to other animal models, this review has highlighted some of the challenges of using the ferret to assess antiviral effectiveness. Researchers conducting studies in the ferret model of influenza infection need to consider progressing toward a more ‘natural’ infection methodology by either contact or non-contact transmission, or aerosol challenge, using drug doses that are based on PK/PD analysis and to deliver the drugs via a relevant route (Figure 3). The development of more robust parameters to measure antiviral effectiveness in ferrets, such as computational analysis of behavior/activity and the development of ferret-specific reagents to explore the immunological effects of antiviral treatment, will both greatly improve our understanding of antiviral modes of action and the effect on viral pathogenesis. In our opinion, the application of ferrets in antiviral studies should not be limited to just understanding therapeutic effectiveness. Instead, the ferret model can be applied to address other questions such as the in vivo effectiveness of antivirals against drug ‘resistant’ viruses, and the effectiveness of different antiviral treatment or prophylaxis strategies on preventing or minimizing transmission. Therefore, we anticipate that with continuous development and refinement of the ferret model for influenza antiviral testing, it has the potential to provide more meaningful data to better inform human use of influenza antivirals.
Statements
Author contributions
Both authors made substantial, direct and intellectual contribution to the work, and approved it for publication.
Funding
DO is supported by a National Health and Medical Research Grant, Australia (APP 1055793). The Melbourne WHO Collaborating Centre for Reference and Research on Influenza is supported by the Australian Government Department of Health.
Acknowledgments
We thank Chantal Baas for contributing ferret viral load data.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
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Summary
Keywords
ferret, antiviral, animal model, influenza, effectiveness
Citation
Oh DY and Hurt AC (2016) Using the Ferret as an Animal Model for Investigating Influenza Antiviral Effectiveness. Front. Microbiol. 7:80. doi: 10.3389/fmicb.2016.00080
Received
02 December 2015
Accepted
18 January 2016
Published
04 February 2016
Volume
7 - 2016
Edited by
Slobodan Paessler, University of Texas Medical Branch, USA
Reviewed by
Paul Horwood, Institut Pasteur in Cambodia, Cambodia; Barry Rockx, Rijksinstituut voor Volksgezondheid en Milieu, Netherlands
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© 2016 Oh and Hurt.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Ding Y. Oh, dingthomas.oh@influenzacentre.org; Aeron C. Hurt, aeron.hurt@influenzacentre.org
This article was submitted to Virology, a section of the journal Frontiers in Microbiology
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