Assessing the risks of SARS-CoV-2 in wildlife
One Health Outlook volume 3, Article number: 7 (2021)
The novel coronavirus SARS-CoV-2 likely emerged from a wildlife source with transmission to humans followed by rapid geographic spread throughout the globe and severe impacts on both human health and the global economy. Since the onset of the pandemic, there have been many instances of human-to-animal transmission involving companion, farmed and zoo animals, and limited evidence for spread into free-living wildlife. The establishment of reservoirs of infection in wild animals would create significant challenges to infection control in humans and could pose a threat to the welfare and conservation status of wildlife. We discuss the potential for exposure, onward transmission and persistence of SARS-CoV-2 in an initial selection of wild mammals (bats, canids, felids, mustelids, great apes, rodents and cervids). Dynamic risk assessment and targeted surveillance are important tools for the early detection of infection in wildlife, and here we describe a framework for collating and synthesising emerging information to inform targeted surveillance for SARS-CoV-2 in wildlife. Surveillance efforts should be integrated with information from public and veterinary health initiatives to provide insights into the potential role of wild mammals in the epidemiology of SARS-CoV-2.
It is estimated that there have been over 122 million cases of human infection with Covid-19 globally, with over 2.7 million deaths  and widespread community transmission in many countries. Early speculation on the origins of the pandemic focused on a cluster of human cases associated with a seafood market selling live wild animals in Wuhan, China  although evidence of other early cases in people with no contact with the market indicates the possibility of emergence from another location . The causative coronavirus (SARS-CoV-2) is likely to have originated in bats (see below), although the animal species responsible for transmission to humans remains unknown. Since the onset of the pandemic, human-to-animal transmission (zooanthroponosis of SARS-CoV-2) has occurred on many occasions, in multiple countries, and involving several species, although there is to date only very limited evidence of SARS-CoV-2 infection in free-living wildlife . However, it is highly likely that further cases in wildlife will emerge since many coronaviruses have a broad host range  with the clear possibility that spillback from humans could lead to the establishment of a reservoir of infection in wild mammals .
Controlling the transmission of pathogens from wild animals to humans or domestic animals is extremely challenging, and hence the emergence of a novel reservoir of SARS-CoV-2 infection in wildlife could seriously hamper effective disease control and elimination in the human population. Infection in free-living wildlife would also have substantial practical implications for management, research, rehabilitation and conservation activities  and could generate negative public opinion towards some species leading to persecution and disengagement from conservation initiatives. There is potential for both direct and indirect adverse effects on wildlife with implications for animal welfare, conservation and global species diversity . These concerns are reflected in emerging guidance on how those who work directly with wildlife can reduce risks of SARS-CoV-2 transmission to wild mammals [7, 9]. However, there is also a need for risk reduction measures to be extended to others in the wider community who may have contact with wildlife, for example where wild animals are harvested and traded for food . Such precautions are an important first line of defence, but in the face of widespread infection in the human population there is a need to also plan for the implications of SARS-CoV-2 establishing in free-living wildlife. This requires an assessment of the potential role of wildlife populations in the epidemiology of infection, and in particular, identification of those species and the circumstances most likely to lead to reservoirs of infection. Surveillance, preventative measures and contingency plans can then be developed and targeted appropriately. Based on the available evidence, the potential role of wildlife in the persistence, spread, and possible re-emergence of SARS-CoV-2 is discussed below, and a framework for dynamic risk assessment and targeted surveillance is described.
Wildlife origins of SARS-CoV-2
SARS-CoV-2 is a betacoronavirus (β-CoV), closely related to SARS-CoV and MERS-CoV which have also caused serious outbreaks of disease in human populations. All are thought to have originated in bats , with evidence of intermediate or bridge hosts being responsible for transmission to humans [12,13,14]. Masked palm civets (Paguma larvata) were identified as the proximal source of SARS (Severe Acute Respiratory Syndrome) in humans , and dromedary camels (Camelus dromedarius) are a reservoir and source of MERS (Middle Eastern Respiratory Syndrome) in humans [16, 17]. Although SARS-CoV-2 may have originated in bats, its closest identified genetic ancestor (RATG13) being a β-CoV isolated from the intermediate horseshoe bat (Rhinolophus affinis) , the proximal cause of infection in humans has yet to be identified. Malayan pangolins (Manis javanica) have been the subject of some speculation on the basis of infection with a closely related coronavirus in animals seized in southern China . Sequence analysis of the spike glycoprotein (S) of SARS-CoV-2 and related coronaviruses suggest a series of recombination events between bat and pangolin coronaviruses, may have eventually led to the emergence of this novel coronavirus . However, raccoon dogs (Nyctereutes procyonoides), which were identified as possible intermediate hosts for the SARS pandemic of 2002–2003 , have also been suggested as candidate intermediate hosts for SARS-CoV-2 as experimental infection resulted in intense viral shedding . Both pangolins and raccoon dogs have been found in wildlife markets in Southern China, along with many other wild mammals (wild caught and farmed) and domesticated species [22, 23]. Reports of spillover of SARS-CoV-2 from humans to companion, captive and farmed animals (see below) provide additional insights into other species that may have facilitated the jump from wildlife to humans.
Information on the susceptibility of animal hosts to SARS-CoV-2 is emerging rapidly. There are several strands of evidence that can be used to infer the susceptibility of wild mammals, including predictions based on the characteristics of the host cell receptor to which the virus binds in order to infect cells, the demonstration of experimental infection of cell lines or of individual animals, and the confirmation of naturally acquired infection. The existence of coronaviruses with nucleotide similarity across all genes (including likely recent progenitors of SARS-CoV-2) in wild animal species may also be useful in inferring susceptibility to future infection.
Analysis of the angiotensin converting enzyme 2 (ACE2) protein, the functional receptor for the spike protein of SARS-CoV-2 in a broad range of vertebrates, has been used to predict susceptibility to infection in many mammal species [24,25,26]. Experimental studies using cell lines modified to express ACE2 have also demonstrated potential for SARS-CoV-2 infection in a wide variety of mammals including bats, rodents, cetaceans, carnivores and primates [27, 28] whilst ex-vivo organ culture has shown viral replication in the respiratory tissues of cattle and sheep . Predictions based on such studies are subject to substantial uncertainty and neither close phylogenetic relationships amongst potential host species nor similarity in ACE2 protein sequences are sufficient for predicting susceptibility to SARS-CoV-2 , so this information needs to be considered alongside other evidence. Furthermore, despite in silico structural analysis and in vitro virus binding assessments being performed against ACE2 in numerous species, more information is required on the levels and locations (nasal cavity, trachea, lungs and gastro-intestinal tract) of ACE2 expression in different mammals to inform assessments of host susceptibility to SARS-CoV-2 infection.
Results from studies of experimental infection are available for several mammal species, with more information emerging daily. Such studies demonstrate susceptibility to SARS-CoV-2, albeit with varying levels of viral replication and shedding, in domestic cats (Felis catus) and dogs (Canis lupus familiaris), ferrets (Mustela putorius furo), American mink (Neovison vison), Syrian hamsters (Mesocricetus auratus), Roborovski’s dwarf hamster (Phodopus roborovskii), deer mice (Peromyscus maniculatus), bushy-tailed woodrats (Neotoma cinerea), bank voles (Myodes glareolus), rhesus macaques (Macaca mulatta), cynomolgus macaques (M. fascicularis), African green monkeys (Chlorocebus sp.), Chinese tree shrews (Tupaia belangeri chinensis), common marmosets (Callithrix jacchus), Egyptian fruit bats (Rousettus aegyptiacus), racoon dogs (Nyctereutes procyonoides), striped skunks (Mephitis mephitis), raccoons (Procyon lotor), white-tailed deer (Odocoileus virginianus), laboratory rabbits (Oryctolagus cuniculus) and mice (Mus musculus), and cattle (Bos taurus) [21, 31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47]. Experimental studies have failed to demonstrate susceptibility to SARS-CoV-2 in a range of other species including cottontail rabbits (Sylvilagus sp.), fox squirrels (Sciurus niger), Wyoming ground squirrels (Urocitellus elegans), black-tailed prairie dogs (Cynomys ludovicianus), house mice (Mus musculus) and big brown bats (Eptesicus fuscus) [34, 48]. However, experimental studies do not precisely mimic the dynamics of infection and onward transmission under natural conditions, and may overestimate susceptibility, as they often seek to maximise the likelihood of infection through the use of large volumes, and high titre inocula and/or direct instillation to target sites. The potential impact of the experimental dose on outcomes is illustrated by three separate studies on pigs (Sus scrofa) two of which were unable to demonstrate susceptibility [40, 43] although use of a much higher dose in the third resulted in detection of neutralising antibodies, viral RNA and live virus .
Naturally acquired infections of SARS-CoV-2 have been demonstrated in pet dogs, cats and ferrets in domestic settings, in tigers (Panthera tigris), lions (Panthera leo), a puma (Puma concolor), a snow leopard (Panthera uncia) and Western lowland gorillas (Gorilla gorilla) in zoological collections, and in farmed American mink [4, 50,51,52,53,54,55,56]. All such cases of natural infection have been linked to initial transmission from humans to the animals in their care. There have also been recorded cases of infection in what are described as ‘stray’ cats [53, 57] although the extent to which they were truly free-living and their levels of contact with humans are unclear. Naturally acquired infection in wild American mink was linked to a nearby mink farm where virus with an indistinguishable genotype was also isolated .
Direct contact with infected hosts may not be necessary for transmission of SARS-CoV-2, as studies have demonstrated the potential for coronaviruses to remain infectious for many hours on some surfaces  and in human faeces . Recent studies have considered the possibility that contamination of aquatic systems with faeces from infected humans could provide a route for spillover into wild mammals such as raccoons and bats , and marine species including cetaceans and seals . The detection of viral RNA in bedding, air and water samples, on the feet of a gull and from live flies collected from SARS-CoV-2 infected mink farms shows the potential for environmental contamination on these premises .
Persistence and spread in wildlife
Although many viruses can jump species to infect new host populations, onward transmission and persistence are not assured, as they are affected by many factors . Host susceptibility, behaviour and demography must align with pathogen characteristics to result in a successful host jumping event . Hence, in order to determine the most likely species of wild mammal and circumstances whereby they might play a role in the epidemiology of SARS-CoV-2, we need to look beyond the evidence for susceptibility to infection alone.
The overwhelming majority of cases of natural infection of SARS-CoV-2 detected in non-human animals have been linked to transmission from infected humans to domestic or captive animals. While there are far fewer opportunities for transmission from humans to free-living wildlife, some activities involving direct contact may pose significant risks, such as wildlife rehabilitation, field research, practical conservation work and some wildlife-related tourism. Also, indirect transmission might occur where there are opportunities for human contamination of the environment (e.g. faeces in wastewater), supplemental food (deployed for wildlife watching, hunting or pest control purposes), urban waste or fomites (e.g. surfaces of traps used for hunting or pest control and which may be visited by animals that are either not subsequently killed or pass on infection beforehand). There will also be situations where transmission from infected humans to animals in their care creates a potential pathway for subsequent spread to wildlife (see below), hence the importance of precautionary measures related to working with domestic and farmed animals [66, 67].
Evidence to inform whether SARS-CoV-2 infection is likely to be maintained in wild animal populations is extremely scant. The animal host responsible for the initial spillover into humans remains unknown, although phylogenetic analyses suggest that the virus lineage giving rise to SARS-CoV-2 may have been circulating in horseshoe bats (Rhinolophus spp.) for at least several decades . Experimental studies provide some evidence for intra-species transmission via direct contact amongst racoon dogs , cats , ferrets [43, 69], mink , hamsters , white-tailed deer , Egyptian fruit bats  and deer mice . For experimentally infected cats, ferrets, mink, hamsters and white-tailed deer there is also evidence for airborne virus transmission [31, 32, 40, 45, 69].
Natural transmission of SARS-CoV-2 has taken place amongst farmed mink following initial introduction from farm workers [52, 53]. Transmission amongst separately housed mink suggests spread by fomites, respiratory droplets or aerosols  which is consistent with widespread detection of viral RNA during environmental sampling of infected premises . Mink farms provide the only current source of evidence for maintenance of naturally acquired infection in an animal population and spillback to humans . The housing of mink at unnaturally high densities and the spatial structure of farms may facilitate rapid spread and persistence of the virus in these captive populations . In contrast, animal to animal transmission within groups of captive felids and primates could not be confirmed following outbreaks of SARS-CoV-2 in zoos, but seems plausible given evidence for virus shedding in faeces and respiratory secretions [55, 56].
The scale and widespread distribution of infection in the human population means that the current role of wildlife in the global epidemiology of SARS-CoV-2 is likely to be negligible. However, this will likely change over time, with the significance of a reservoir of infection in wild mammals potentially increasing as community transmission in human populations is reduced in the face of effective control measures. In such situations, the implications of spillback from a reservoir of infection in wildlife populations would be more significant. It is also possible that the circulation of SARS-CoV-2 in a wild animal population might lead to the evolution of phenotypic variants as the virus adapts to new species, with implications for onward transmission and control in human populations .
Potential wildlife reservoirs
While it is not possible to assess the risks of SARS-CoV-2 in all wild mammal species, a priority list of species groups for initial consideration can be assembled using available evidence. Below we discuss the potential for exposure, onward transmission and persistence of SARS-CoV-2 in an initial selection of wild mammals, which could on the basis of current evidence, be considered of particular relevance.
Many of the known coronaviruses appear to have a bat origin . The closest known ancestor of SARS-CoV-2 (RATG13) was isolated from a rhinolophid bat in southern China  and other closely related coronaviruses have been found in this family elsewhere in south-east Asia . The wide diversity of coronaviruses found in bats, suggests high potential for viral evolution in these species, and indicates the potential for recombination of SARS-CoV-2 with other coronaviruses .
Although recorded instances of transmission of viruses from humans to bats are rare and onward transmission has not been recorded , systematic surveillance has been lacking and so instances may have gone undetected. Opportunities for pathogen transmission between bats and people may occur via the actions of bat carers, veterinarians, field ecologists, conservation and research workers, or through inadvertent contact between bats and humans arising from deforestation, mining, ecotourism and food production . Guidance has been published for reducing the risk of SARS-CoV-2 transmission from humans-to-bats in field research  and in bat rescue and rehabilitation centres . Humans may come into contact with bat faeces where bats roost or hibernate in buildings.
The high population density at which many bat species roost and high population sizes are likely to facilitate pathogen transmission and persistence, although the existence of related viruses in many bat populations may confer a level of immunity to SARS-CoV-2 and so reduce the likelihood of persistence. Coronaviruses in bats typically have a narrow host range but there is genetic evidence of many host switching events, and that this process contributes to coronavirus evolution [79, 80].
Should SARS-CoV-2 enter a previously uninfected bat population due to transmission from humans the impacts would be highly uncertain , and given their nocturnal and often cryptic behaviour, population-level effects would be unlikely to be detected in many situations. However, detecting infection in a bat population could precipitate an erosion of the perceived biodiversity value of bats, resulting in loss of current protections and deliberate persecution. Even the perception (with no evidence) that they are involved in the transmission of SARS-CoV-2 to humans has resulted in the killing of bats in several countries according to anecdotal reports . These events are not only concerning for bat conservation given that so many species are of threatened or unknown status  but may also increase the risk of spillover of other pathogens to humans.
Surveillance for SARS-CoV-2 in bats could be targeted at animals coming into very close proximity with humans, such as those undergoing rehabilitation prior to release, those maintained in captivity or captured for research purposes. Priority bat populations for surveillance could include those that roost in buildings or public spaces (e.g. urban parks) where inadvertent contact with humans is more likely to occur. There is some evidence that SARS related coronaviruses are more strongly associated with bat species in the Old-World suborder Yinpterochiroptera and those in the genus Rhinolopus in particular  suggesting that these groups could be prioritised, although available surveillance and sampling data is geographically and taxonomically biased by specific research activities.
Observations from experimental and natural SARS-CoV-2 infections in animals clearly suggest relatively high susceptibility amongst felids (Felidae family) with human-to-feline transmission recorded in pet cats [54, 58, 83] and captive wild species such as tigers and lions [55, 84], and evidence for transmission amongst domestic cats via direct contact  and from airborne virus . SARS-CoV-2 antibodies have been detected in ‘stray’ cats in Wuhan during the Covid-19 outbreak consistent with human-to-cat transmission occurring outside the domestic setting , although possible cross-reactions with other coronaviruses need to be fully assessed. Also, the observation of infected ‘stray’ and pet cats in the vicinity of infected mink farms has raised the (as yet unconfirmed) possibility of inter-species transmission [53, 63]. In addition, cats may theoretically be exposed to infection through interactions with their prey such as rabbits, rodents and bats.
Domestic cats are the most abundant felids, reaching densities in excess of 2000 animals km2 in urban areas , and their proximity to humans, mobility and social interactions provide ample opportunities for inter-species pathogen transmission. Although ‘stray’ and truly feral domestic cats typically have less contact with humans, they may nevertheless be exposed to human-derived infection via fomites in residential areas and farm environments for example. Social interactions amongst colony-living feral cats may be conducive to intra-specific transmission, although there is no current evidence for SARS-CoV-2 maintenance within cat populations, nor for transmission from infected cats to humans. Nevertheless, on the basis of available evidence, surveillance for SARS-CoV-2 in felids could target free-living domestic cat populations, particularly where they are abundant in urban environments or in the vicinity of other potential sources of infection such as mink farms. In contrast, wild felid species tend to be solitary, are far less abundant and seldom come into contact with humans and urban environments, so would not be expected to contribute to virus persistence. However, rare and endangered species could be at risk of exposure from infected humans through research and conservation programmes. Domestic cats naturally infected with SARS-CoV-2 have often been reported as showing none or only mild clinical signs, although some instances of more serious disease have been reported [54, 83, 85]. Whereas only mild respiratory signs accompanied infection in captive tigers and lions [55, 84]. It is therefore unclear whether infection would adversely impact wild felid populations.
There are several instances of SARS-CoV-2 infection in domestic dogs associated with presumed transmission from humans [50, 87]. As clinical signs in domestic dogs appear generally mild with only limited viral shedding [40, 87], the evidence to date suggests that onward transmission amongst dogs or to other species is unlikely. However, this may not necessarily hold true for wild canids. For example, raccoon dogs have been shown to be susceptible to experimental infection and capable of onward transmission of SARS-CoV-2 . The susceptibility of other wild canids such as foxes, and jackals is unknown, although analysis of the ACE2 receptor predicts that red foxes (Vulpes vulpes) would be susceptible . Onward transmission amongst free-living canids would be most likely where they are group-living (e.g. family groups and packs) or reach relatively high densities such as in urban feral dog populations.
Perhaps the greatest opportunities for close interactions between humans and free-living canids involve feral and community-owned dogs, whereas human contact with wild species is likely to be mostly restricted to hunting or pest management. However, many wild canid species are opportunistic scavengers (e.g. jackals, red foxes) which may bring them into contact with potential sources of infection such as mink farms. In China raccoon dogs are farmed for their fur and hence similar to mink farms in potential for spillover of SARS-CoV-2 from infected workers to captive animals, followed by onward spread and spillback to humans .
There have been many cases of SARS-CoV-2 in farmed mink with infections reported from Europe and North America . Transmission from humans to mink, onward spread amongst mink and spillback to humans have been confirmed [52, 53], including the emergence of a new variant of SARS-CoV-2 in communities adjacent to mink farms in Denmark . The first confirmed case of infection in a free-living wild animal was an American mink captured in the vicinity of an infected mink farm in Utah, USA  where several infected escaped mink were also found . Infection has since also been reported in two free-living American mink captured during feral mink eradication activities in Spain . Such situations may arise because of escaped animals establishing in the locality or when wild animals attracted by sources of food, and in the case of wild mink by the scent of con-specifics, come into close proximity with captive animals, fomites and airborne virus from contaminated bedding and dust . Surveillance of wild mustelids (and other carnivores) in the vicinity of mink farms is therefore an effective means of targeting wildlife at relatively high risk of exposure to SARS-CoV-2 . Ferrets are also farmed (for the pet trade and medical research) which may provide opportunities for virus introduction from infected people, and as experimental studies have shown, onward spread may occur amongst in-contact animals . Ferrets are kept as pets and in some parts of the world (e.g. UK, Spain) are used for hunting rabbits which combines close contact with their human keepers with the potential for escape into the wild and interaction with wild mammals. SARS-CoV-2 infection has been confirmed in ferrets kept for hunting purposes in Spain, although persistence was deemed unlikely in the small groups involved .
It has been suggested that wild mink could be a reservoir species , although population density and the frequency of contact in the wild are far lower than in captivity. Studies of SARS-Cov-2 outbreaks in farmed mink have revealed evidence of rapid virus evolution, together with onward transmission to humans . Rapid mutation of the virus and the potential emergence of host-adapted variants are probably less likely in wild populations, but cannot be ruled out as indicated by the identification of amino acid polymorphisms that might influence function of the spike protein in low numbers of experimentally infected ferrets .
Scavenging and predation on other potentially susceptible mammals could provide opportunities for spillover into wild mustelid populations, although in most species their social organisation is likely to mitigate onward transmission. Wild mustelids generally occur at relatively low densities, and with few exceptions are largely solitary, with contact amongst adults being typically confined to the breeding season, thus limiting opportunities for onward transmission and persistence. One notable exception is the European badger (Meles meles) which lives in social groups of varying size across its wide geographic range and reaches high densities in some locations (up to 38/km2 recorded in southern England ). In the UK and Ireland they may be the subject of management interventions (e.g. trapping for culling, vaccination or relocation of their den sites), all of which might facilitate virus transmission and could provide opportunities for surveillance.
Captive and wild great apes (Hominidae) are highly susceptible to many viral pathogens of humans [93, 94] with respiratory infections of human origin causing disease that poses a significant and growing threat to the conservation of wild populations across Sub-Saharan Africa . The characteristics of ACE2 predict high susceptibility to SARS-CoV-2 amongst primates, particularly Old-World species [24, 96] and this is borne out by the results of experimental studies [36, 39, 41] and naturally acquired infection in captive gorillas .
Risks of exposure of wild primates to SARS-CoV-2 could arise wherever they have direct or indirect contact with humans from local communities, which is not uncommon as they can become highly habituated to human activity. Interactions with humans occur where deforestation increases human access and displaces primate populations, wherever they are captured and traded, and as a result of rehabilitation, research, conservation and tourism. Also, most important primate conservation areas are surrounded by densely populated human settlements where interactions with people may be inevitable, and where local community transmission of SARS-CoV-2 is not well documented.
Hence, there is ample evidence for the vulnerability of endangered great ape populations to SARS-CoV-2 transmission from humans, and onward spread would be facilitated by their highly social behavior, but the potential impacts on their health are less predictable. To date SARS-CoV-2 infection in great apes has only been confirmed in one group of captive Western lowland gorillas , all of which developed clinical signs, mostly mild and consisting of coughing and nasal discharge, which resolved after a few days. A 48 year old male with an underlying heart condition developed a pneumonia but recovered after veterinary treatment. Although the virus is assumed to have been introduced by a zoo keeper, subsequent transmission amongst the gorillas cannot be ruled out as virus was isolated from faeces and detected in a nasal swab . The health impacts of SARS-CoV-2 could be more serious in wild gorillas as they are subject to co-infections and physiological stressors that are absent in captive animals under veterinary care. It is also difficult to predict the potential impacts of SARS-CoV-2 infection in other wild primates, so given past experience of human-derived respiratory infections and the precarious conservation status of wild great ape populations, the potential for adverse health and population impacts should be considered high and risks managed accordingly. This might potentially involve strict health surveillance and vaccination of tourists, researchers and conservation workers who may come into close contact with primates, improved hygiene and sanitation, use of protective equipment and safe distancing, with quarantine measures where management interventions require moving animals . A vaccine developed for use in great apes has been administered to captive bonobos (Pan paniscus) and orangutans (Pongo sp.)  and this approach could also be applied during rehabilitation and in habituated free-living primates.
Host cell receptors in several rodent species exhibit high binding affinity for the SARS-CoV-2 spike protein, particularly those in the Cricetidae family which includes hamsters, voles and New World rats and mice [24, 26]. Experimental studies have demonstrated susceptibility in Cricetidae species, with evidence of onward transmission to in-contacts for deer mice and hamsters [32, 34]. In contrast the house mouse (an Old World rodent) has been predicted to have low susceptibility to SARS-CoV-2 on the basis of the binding affinity of ACE2 , and this is consistent with failure to establish experimental infection . However, a study of laboratory mice showed that although they were not susceptible to experimental infection with an ancestral strain of SARS-CoV-2, two variants that have recently emerged in humans (so called ‘variants of concern’ VOC) resulted in virus replication in the lungs . This is an important finding as it demonstrates the potential for the host range of SARS-CoV-2 to expand as new variants emerge.
Rodents are the most abundant and diverse group of mammals, and are known hosts of a range of alpha and beta-coronaviruses [99, 100]. Many species (particularly rats and mice) live in very close proximity to humans, their companion animals and livestock, often sharing living spaces, providing many opportunities for transmission. Surveillance for SARS-CoV-2 in rodents could prioritise species with these habits, that are of known or suspected susceptibility, and exhibit life-history traits that are conducive to the maintenance of infection (e.g. high fecundity and early sexual maturation ).
Cervids have been identified as potentially susceptible to SARS-CoV-2 infection on the basis of the binding affinity of their ACE2 receptors . However, susceptibility to SARS-CoV-2 infection has to date only been demonstrated in white-tailed deer which developed subclinical infection with onward transmission to in-contact animals following experimental challenge .
Transmission of SARS-CoV-2 from humans to cervids could potentially occur at deer farms and zoos. As farmed deer may interact with wild deer and other species or escape where biosecurity measures are inadequate, this might provide opportunities for the spread of infection to free-living wildlife. The extensive herding of reindeer (Rangifer tarandus) in parts of northern Europe provide many potential interfaces for transmission of infection from humans. Wild deer could also potentially become exposed to infection from humans through contact with contaminated feed put out by hunters. Many cervid species live in groups (of related or same sex individuals) during at least part of the year but can congregate in larger numbers in response to food availability. These patterns of sociality provide potential opportunities for onward spread and persistence of the virus, whilst interactions with livestock (e.g. on grazing land or at waterholes) or predation could facilitate inter-species transmission.
Dynamic risk assessment and surveillance
The sections above describe some of the potential pathways for human to wildlife transmission and onward spread of SARS-CoV-2 in potentially susceptible wild mammals. Although many evidence gaps currently limit our ability to accurately assess these risks, initial assessments can provide a useful framework on which to build as new data emerges. Integration with surveillance activities will permit these approaches to inform one another in a dynamic iterative process, whereby the outcome of risk assessments helps direct surveillance which in turn provides crucial data to underpin the assessment of risks.
There is an urgent need to develop frameworks to assess the risk of SARS-CoV-2 becoming established in wild mammal populations and onward transmission to humans [6, 102]. From a One Health perspective, the dynamics that need to be considered in such assessments relate to infection in the human population, in domestic animals and wildlife, and the associated probabilities of transmission to wildlife from a human or domestic animal source, the likelihood of persistence in the wildlife population and potential for transmission back to humans or domestic animals (Fig. 1). Also, the virus could potentially be transmitted amongst different populations of domestic or wild animal hosts, and all transmission pathways may potentially be direct or indirect (via the environment).
Owing to the many data gaps and deficiencies in our understanding of the epidemiology of SARS-CoV-2, it is essential that uncertainty and variability are captured within any risk assessment framework and communicated. This could include uncertainty relating to not only the quality of the data used to assess the risk (e.g. published literature vs expert opinion, the biological relevance of experimental studies), but also model uncertainty as many of the pathways of SARS-CoV-2 transmission between humans and wildlife may be speculative. Of the limited number of studies undertaken to date, two qualitative assessments of the risks of SARS-CoV-2 becoming established in bat populations concluded that the overall risks were ‘low’, but that uncertainty was high in part because of the absence of data on the frequency and context of human-bat interactions, susceptibility to infection and the capacity for subsequent viral shedding in bats [103, 104]. These are likely to be typical outcomes of assessments for many species, but such exercises are nonetheless useful as they identify important areas of data shortfall which if addressed will reduce levels of uncertainty and help to inform surveillance efforts.
Pathogen surveillance in wildlife populations is challenging owing to the difficulties in undertaking representative and unbiased sampling, the practicalities of obtaining samples from free-living animals, determining the most cost-effective sampling design, the limitations of diagnostic test performance and lack of validated tests in wildlife species. The choice of surveillance approach should be strongly influenced by the primary purpose, which may be early detection of infection, demonstration of absence of infection, determination of presence or mapping the distribution of infection. The activities undertaken to suit a particular purpose will depend on various factors including the expected prevalence of infection and severity of disease (e.g. can mortality or morbidity be useful indicators of infection), the distribution, abundance and accessibility (e.g. how cryptic they are) of the target species, the availability of financial resources, trained personnel and facilities for sample collection, transport, storage and testing. Programs for general surveillance to investigate mortality events in wildlife are not present in many countries and where they are, they will have limited sensitivity particularly for the detection of early stage SARS-CoV-2 infection and the early incursion of infection into a population when prevalence may be low.
Indiscriminate surveillance for SARS-CoV-2 in wildlife is unlikely to be an effective approach, instead surveillance should be targeted to generate outputs that can inform the evidence base and management options [105, 106]. Surveillance in wildlife should also be integrated with wider public and animal health strategies so it can inform our understanding of transmission pathways amongst these different populations [105, 106]. It is also essential that all necessary precautions are taken to ensure that surveillance activities themselves do not expose wildlife to risks of infection, and that public messaging related to SARS-CoV-2 in wildlife is managed so as to avoid wider welfare impacts .
A broad framework for SARS-CoV-2 surveillance in wild mammals will involve the integration of information on the likelihood of exposure to infection from humans, host susceptibility and the potential for onward spread and persistence, in order to identify candidate species, populations and opportunities for targeted sampling (Fig. 2). The potential for exposure of wildlife to an infection that is widespread in the human population and has already spilled over into companion and captive animals must be considered significant, but will vary widely amongst species, being greatest for those that are sympatric or have particular interactions with humans and susceptible companion and captive animals. These will include species that share urban environments with humans and their companion animals, are the subject of activities involving close interactions with people (e.g. veterinary intervention, conservation, research, hunting, pest control etc.) and are associated with high risk environments (e.g. in the proximity of mink farms or urban habitat). Such circumstances may also provide opportunities for wildlife to human transmission.
The likelihood that exposure will lead to infection in wild species can be informed by the existing evidence for susceptibility (derived from the sources described above). Susceptible species that are at risk of exposure can therefore be considered as potential priorities for surveillance. Evidence that suggests the capacity for persistence of infection in such species may further refine this prioritization process. The abundance and social behavior of wild hosts and their capacity for viral shedding will be critical determinants of the potential for spillover to lead to onward spread and persistence. However, it is important to recognize that simple relationships between density and infection dynamics may be confounded by host behavior and indirect transmission routes . Similarly, aggregations such as colonies of roosting or hibernating bats and the social groups of some carnivores and primates might be expected to enhance transmission, although social structure in wild mammal populations can also limit epidemic spread . Hence, the ecological characteristics of potential host populations will need to be carefully considered during the assessment of risk. For some species with high risks of exposure and maintenance of infection, there will be little or no information on their potential susceptibility, in which case the need for further research in this area is indicated.
Once priority species for surveillance have been identified then opportunities for sampling can be determined. These may fall into three broad categories; opportunistic, proactive targeted sampling or reactive targeted sampling. Opportunistic sampling can take place wherever species of interest are being captured and/or handled for other purposes such as wildlife rehabilitation, veterinary care, management and field research. These activities may themselves represent potentially high risks of exposure, so the approach is not entirely untargeted. This is likely to be a cost-effective strategy and can be stratified to prioritise surveillance in locations of particular interest (e.g. urban areas). Another approach is to carry out proactive targeted surveillance in locations where the risks of exposure of wildlife to SARS-CoV-2 are potentially high, such as around mink farms . In contrast, reactive targeted surveillance would be triggered by events that signal a local increase in the risks of exposure to wildlife, such as an outbreak of infection at a mink farm or detection in a wild animal via opportunistic sampling. The species groups listed above, particularly those for which onward transmission has been confirmed, could be considered as candidates for opportunistic sampling in the first instance, and for risk assessments to determine the case for more targeted surveillance. Given our limited knowledge of susceptibility to SARS-CoV-2 in many wild species, proactive and reactive sampling of wildlife in high risk situations could be broadened beyond just the prioritised species. A surveillance programme that is able to combine and switch between all three approaches is likely to have the flexibility required to respond to epidemiological changes and the emergence of new evidence. Any surveillance strategy for SARS-CoV-2 in wildlife should include processes for the notification of confirmed cases to the OIE through the World Animal Health Information System (WAHIS)  and for the integration of results (at a local, regional or national scale) with epidemiological data collected by public health and veterinary services .
Surveillance for SARS-CoV-2 in wildlife could involve testing serum for specific antibodies against SARS-CoV-2, detection of viral RNA or proteins in clinical samples or tissues, or testing for the presence of viral RNA in the environment. Serum antibodies against SARS-CoV-2 can be detected by ELISA and by serum neutralization. ELISAs are convenient for large numbers of individual animals but require validation, including determination of diagnostic sensitivity and specificity, for the species in which the test is to be applied. Indirect ELISAs require suitable secondary antibodies for each species, but these are not always readily available for wild animals. Moreover, cross-reactions with other coronavirus infections are likely to limit the specificity of all ELISAs. Alternatively, serological techniques that do not require a secondary antibody, such as competitive ELISAs, two-step incubation ‘sandwich’ ELISAs, or serum neutralization tests can be used to overcome this limitation . Serology has the limitation of detecting only historical infection with limited temporal accuracy, but this can make it the method of choice for screening at the population level.
Testing individual animals for SARS-CoV-2 infection by PCR (polymerase chain reaction) for virus nucleic acids provides confirmation of current infection status. Suitable samples to collect from live animals are oral (preferred) and rectal swabs. Upper respiratory tract (e.g. nasal turbinates and trachea) and lung tissue are appropriate samples to collect from carcasses [71, 106]. If the viral load is sufficiently high then it may be possible to culture live virus from samples. Genetic sequences will provide valuable phylogenetic information on the relatedness of viral lineages and may allow the inference of transmission pathways. Rapid antigen tests can detect specific viral proteins through colorimetric reactions, and in principle can also be used in wildlife, although this will require further research.
Subjecting environmental samples to PCR testing for SARS-CoV-2 RNA has the potential to detect recent infection in large groups of individuals and has proven useful in surveillance of human populations via the testing of surfaces , sewage and wastewater . Similarly, approaches such as testing faeces under bat roosts  or sampling and testing water or surfaces could be considered for wild animal populations .
The inter-species infection dynamics of SARS-CoV-2 are highly complex compared to previous zoonotic CoVs due to its rapid global spread through the human population, high prevalence in some communities and broad host range which present widespread opportunities for cross species jumping. Hence understanding the epidemiology of this virus and managing its spread requires a truly One Health approach. In this regard, molecular epidemiological surveillance will be particularly valuable to identify transmission pathways across this host range and the genetic changes and novel adaptations linked to cross-species transmission . This is of particular importance given the recent observation that SARS-CoV-2 Variants of Concern (VOC) such as B.1.1.7 can spill over into animals .
Although the SARS-CoV-2 pandemic is currently being driven by human-to-human transmission with no evidence that domestic or wild animals are playing an important role, this may not remain the case. The establishment of a reservoir of infection in a wild animal population would pose a significant risk to public health if it had potential to spillback into communities where the burden of infection had been reduced through control measures and/or herd immunity. Furthermore, sustained transmission in a wild host population would provide an opportunity for evolutionary adaptation of the virus, which could potentially (positively or negatively) influence transmission dynamics and the effectiveness of diagnostics and vaccines. Risk assessment and targeted surveillance are important tools for improving our understanding of the potential role of wildlife in the epidemiology of SARS-CoV-2, but developing systematic approaches is challenging given the paucity of available evidence. Here we have described a broad framework for collating the available epidemiological and ecological data to inform the process of prioritising species for surveillance and three modes of sampling wildlife that provide cost-effective and targeted options.
The SARS-CoV-2 pandemic serves as a powerful demonstration of the links between the health of wildlife, domestic/farmed animals and humans. Hence, we stress the need to take a One Health approach to investigating the potential role of wild mammals in the continuing epidemiology of SARS-CoV-2. In particular, this should involve the integration of targeted surveillance and the dynamic assessment of risks to animal and human health. Importantly, this need extends beyond the current pandemic, and speaks to the wider requirement for a proactive approach to assessing the dangers of diseases emerging from wildlife . Hence we reiterate the call by Olival et al.  for the development of an adaptive framework for surveillance and risk assessment of other coronaviruses in wildlife, domestic animals and human populations at high risk of exposure, so that in the future we may be better prepared to prevent and control their potential impacts on human and animal health.
Availability of data and materials
World Health Organisation. Coronavirus Disease (COVID-19) Dashboard. 2020. https://covid19.who.int/. Accessed 22 Mar 2021.
Zhu N, Zhang D, Wang W, Li X, Yang B, Song J, et al. A novel coronavirus from patients with pneumonia in China, 2019. N Engl J Med. 2020;382(8):727–33. https://doi.org/10.1056/nejmoa2001017.
Zhang X, Tan Y, Ling Y, Lu G, Liu F, Yi Z, et al. Viral and host factors related to the clinical outcome of COVID-19. Nature. 2020;583:437–40. https://doi.org/10.1038/s41586-020-2355-0.
OIE World Organisation for Animal Health. https://www.oie.int/en/scientific-expertise/specific-information-and-recommendations/questions-and-answers-on-2019novel-coronavirus/events-in-animals/. Accessed 22 Mar 2021.
Vijaykrishna D, Smith GJ, Zhang JX, Peiris JS, Chen H, Guan Y. Evolutionary insights into the ecology of coronaviruses. J Virol. 2007;81(8):4012–20. https://doi.org/10.1128/JVI.02605-06.
Banerjee A, Mossman K, Baker ML. Zooanthroponotic potential of SARS-CoV-2 and implications of reintroduction into human populations. Cell Host Microbe. 2021;29(2):160–4. https://doi.org/10.1016/j.chom.2021.01.004.
Gryseels S, De Bruyn L, Gyselings R, Calvignac-Spencer S, Leendertz F, Leirs H. Risk of human-to-wildlife transmission of SARS-CoV-2. Mammal Rev. 2020;51(2):272–92. https://doi.org/10.1111/mam.12225.
Gortázar C, de la Fuente J. COVID-19 is likely to impact animal health. Prev Vet Med. 2020;180:105030. https://doi.org/10.1016/j.prevetmed.2020.105030.
OIE World Organisation for Animal Health and International Union for Conservation of Nature. Guidelines for Working with Free-Ranging Wild Mammals in the Era of the COVID-19 Pandemic. 2020. Version 25, Aug 2020. https://www.oie.int/fileadmin/Home/eng/Our_scientific_expertise/docs/pdf/COV-19/A_WHSG_and_OIE_COVID-19_Guidelines.pdf. Accessed 22 Mar 2021.
Daszak P, Olival KJ, Li H. A strategy to prevent future epidemics similar to the 2019-nCoV outbreak. Biosaf Health. 2020;2(1):6–8. https://doi.org/10.1016/j.bsheal.2020.01.003.
Decaro N, Lorusso A. Novel human coronavirus (SARS-CoV-2): a lesson from animal coronaviruses. Vet Microbiol. 2020;244:108693. https://doi.org/10.1016/j.vetmic.2020.108693.
Ji W, Wang W, Zhao X, Zai J, Li X. Cross-species transmission of the newly identified coronavirus 2019-nCoV. J Med Virol. 2020;92(4):433–40. https://doi.org/10.1002/jmv.25682.
Zhou P, Yang XL, Wang XG, Hu B, Zhang L, Zhang W, et al. A pneumonia outbreak associated with a new coronavirus of probable bat origin. Nature. 2020;579(7798):270–3. https://doi.org/10.1038/s41586-020-2012-7.
Zhang YZ, Holmes EC. A genomic perspective on the origin and emergence of SARS-CoV-2. Cell. 2020;181(2):223–7. https://doi.org/10.1016/j.cell.2020.03.035.
Wang M, Yan M, Xu H, Liang W, Kan B, Zheng B, et al. SARS-CoV infection in a restaurant from palm civet. Emerg Infect Dis. 2005;11(12):1860–5. https://doi.org/10.3201/eid1112.041293.
Reusken CB, Haagmans BL, Müller MA, Gutierrez C, Godeke GJ, Meyer B, et al. Middle East respiratory syndrome coronavirus neutralising serum antibodies in dromedary camels: a comparative serological study. Lancet Infect Dis. 2013;13(10):859–66. https://doi.org/10.1016/S1473-3099(13)70164-6.
Chu DK, Poon LL, Gomaa MM, Shehata MM, Perera RA, Abu Zeid D, et al. MERS coronaviruses in dromedary camels, Egypt. Emerg Infect Dis. 2014;20(6):1049–53. https://doi.org/10.3201/eid2006.140299.
Lam TT, Jia N, Zhang YW, Shum MH, Jiang JF, Zhu HC, et al. Identifying SARS-CoV-2-related coronaviruses in Malayan pangolins. Nature. 2020;583(7815):282–5. https://doi.org/10.1038/s41586-020-2169-0.
Flores-Alanis A, Sandner-Miranda L, Delgado G, Cravioto A, Morales-Espinosa R. The receptor binding domain of SARS-CoV-2 spike protein is the result of an ancestral recombination between the bat-CoV RaTG13 and the pangolin-CoV MP789. BMC Res Notes. 2020;13(1):398. https://doi.org/10.1186/s13104-020-05242-8.
Guan Y, Zheng BJ, He YQ, Liu XL, Cheung CL, Luo SW, et al. Isolation and characterization of viruses related to the SARS coronavirus from animals in southern China. Science. 2003;302(5643):276–8. https://doi.org/10.1126/science.1087139.
Freuling CM, Breithaupt A, Müller T, Sehl J, Balkema-Buschmann A, Rissmann M, et al. Susceptibility of raccoon dogs for experimental SARS-CoV-2 infection. Emerg Infect Dis. 2020;26(12):2982–5. https://doi.org/10.3201/eid2612.203733.
Zhang L, Hua N, Sun S. Wildlife trade, consumption and conservation awareness in Southwest China. Biodivers Conserv. 2008;17(6):1493–516. https://doi.org/10.1007/s10531-008-9358-8.
Webster RG. Wet markets: a continuing source of severe acute respiratory syndrome and influenza? Lancet. 2004;363(9404):234–6. https://doi.org/10.1016/S0140-6736(03)15329-9.
Damas J, Hughes GM, Keough KC, Painter CA, Persky NS, Corbo M, et al. Broad host range of SARS-CoV-2 predicted by comparative and structural analysis of ACE2 in vertebrates. PNAS. 2020;117(36):22311–22. https://doi.org/10.1073/pnas.2010146117.
Lam SD, Bordin N, Waman VP, Scholes HM, Ashford P, Sen N, et al. SARS-CoV-2 spike protein predicted to form stable complexes with host receptor protein orthologues from a broad range of mammals. Sci Rep. 2020;10(1):16471. https://doi.org/10.1038/s41598-020-71936-5.
Luan J, Jin X, Lu Y, Zhang L. SARS-CoV-2 spike protein favors ACE2 from Bovidae and Cricetidae. J Med Virol. 2020;92(9):1649–56. https://doi.org/10.1002/jmv.25817.
Conceicao C, Thakur N, Human S, Kelly JT, Logan L, Bialy D, et al. The SARS-CoV-2 spike protein has a broad tropism for mammalian ACE2 proteins. PLoS Biol. 2020;18(12):e3001016. https://doi.org/10.1371/journal.pbio.3001016.
Liu Y, Hu G, Wang Y, Ren W, Zhao X, Ji F, et al. Functional and genetic analysis of viral receptor ACE2 orthologs reveals a broad potential host range of SARS-CoV-2. PNAS. 2021;118(12):e2025373118. https://doi.org/10.1073/pnas.2025373118.
Di Teodoro G, Valleriani F, Puglia I, Monaco F, Di Pancrazio C, Luciani M, et al. SARS-CoV-2 replicates in respiratory ex vivo organ cultures of domestic ruminant species. Vet Microbiol. 2021;252:108933. https://doi.org/10.1016/j.vetmic.2020.108933.
Alexander MR, Schoeder CT, Brown JA, Smart CD, Moth C, Wikswo JP, et al. Predicting susceptibility to SARS-CoV-2 infection based on structural differences in ACE2 across species. FASEB J. 2020;34:15946–60. https://doi.org/10.1096/fj.202001808R.
Shuai L, Zhong G, Yuan Q, Wen Z, Wang C, He X, et al. Replication, pathogenicity, and transmission of SARS-CoV-2 in minks. Natl Sci Rev. 2021;8:nwaa291. https://doi.org/10.1093/nsr/nwaa291.
Sia SF, Yan LM, Chin AWH, Fung K, Choy KT, Wong AYL, et al. Pathogenesis and transmission of SARS-CoV-2 in golden hamsters. Nature. 2020;583(7818):834–8. https://doi.org/10.1038/s41586-020-2342-5.
Trimpert J, Vladimirova D, Dietert K, Abdelgawad A, Kunec D, Dökel S, et al. The Roborovski dwarf hamster is a highly susceptible model for a rapid and fatal course of SARS-CoV-2 infection. Cell Rep. 2020;33(10):108488. https://doi.org/10.1016/j.celrep.2020.108488.
Bosco-Lauth AM, Root JJ, Porter SM, Walker AE, Guilbert L, Hawvermale D, et al. Survey of peridomestic mammal susceptibility to SARS-CoV-2 infection. bioRxiv preprint. 2021. https://doi.org/10.1101/2021.01.21.427629.
Ulrich L, Michelitsch A, Halwe N, Wernike K, Hoffmann D, Beer M. Experimental SARS-CoV-2 infection of bank voles. Emerg Infect Dis. 2021;27(4):1193–5. https://doi.org/10.3201/eid2704.204945.
Lu S, Zhao Y, Yu W, Yang Y, Gao J, Wang J, et al. Comparison of nonhuman primates identified the suitable model for COVID-19. Sig Transduct Target Ther. 2020;5(1):157. https://doi.org/10.1038/s41392-020-00269-6.
Munster VJ, Feldmann F, Williamson BN, van Doremalen N, Pérez-Pérez L, Schulz J, et al. Respiratory disease in rhesus macaques inoculated with SARS-CoV-2. Nature. 2020;585(7824):268–72. https://doi.org/10.1038/s41586-020-2324-7.
Mykytyn AZ, Lamers MM, Okba NM, Breugem TI, Schipper D, van den Doel PB, et al. Susceptibility of rabbits to SARS-CoV-2. Emerg Microb Infect. 2021;10(1):1–7. https://doi.org/10.1080/22221751.2020.1868951.
Rockx B, Kuiken T, Herfst S, Bestebroer T, Lamers MM, Oude Munnink BB, et al. Comparative pathogenesis of COVID-19, MERS, and SARS in a nonhuman primate model. Science. 2020;368(6494):1012–5. https://doi.org/10.1126/science.abb7314.
Shi J, Wen Z, Zhong G, Yang H, Wang C, Huang B, et al. Susceptibility of ferrets, cats, dogs, and other domesticated animals to SARS coronavirus 2. Science. 2020;368(6494):1016–20. https://doi.org/10.1126/science.abb7015.
Woolsey C, Borisevich V, Prasad AN, Agans KN, Deer DJ, Dobias NS, et al. Establishment of an African green monkey model for COVID-19 and protection against re-infection. Nat Immunol. 2021;22(1):86–98. https://doi.org/10.1038/s41590-020-00835-8.
Xu L, Yu D, Ma Y, Yao Y, Luo R, Feng X, et al. COVID-19-like symptoms observed in Chinese tree shrews infected with SARS-CoV-2. Zool Res. 2020;41:517–26. https://doi.org/10.24272/j.issn.2095-8137.2020.053.
Schlottau K, Rissmann M, Graaf A, Schön J, Sehl J, Wylezich C, et al. SARS-CoV-2 in fruit bats, ferrets, pigs, and chickens: an experimental transmission study. Lancet Microbe. 2020;1(5):e218–25. https://doi.org/10.1016/S2666-5247(20)30089-6.
Francisco R, Hernandez SM, Mead DG, Adcock KG, Burke SC, Nemeth NM, et al. Experimental susceptibility of North American raccoons (Procyon lotor) and striped skunks 8 (Mephitis mephitis) to SARS-CoV-2. bioRxiv preprint. 2021. https://doi.org/10.1101/2021.03.06.434226.
Palmer MV, Martins M, Falkenberg S, Buckley A, Caserta LC, Mitchell PK, et al. Susceptibility of white-tailed deer (Odocoileus virginianus) to SARS-CoV-2. J Virol. 2021:JVI.00083-21. https://doi.org/10.1128/JVI.00083-21.
Montagutelli X, Prot M, Levillayer L, Baquero Salazar E, Jouvion G, Conquet L, et al. The B1.351 and P.1 variants extend SARS-CoV-2 host range to mice. bioRxiv preprint. 2021. https://doi.org/10.1101/2021.03.18.436013.
Ulrich L, Wernike K, Hoffmann D, Mettenleiter TC, Beer M. Experimental infection of cattle with SARS-CoV-2. Emerg Infect Dis. 2020;26(12):2979–81. https://doi.org/10.3201/eid2612.203799.
Hall JS, Knowles S, Nashold SW, Ip HS, Leon AE, Rocke T, et al. Experimental challenge of a north American bat species, big brown bat ( Eptesicus fuscus ), with SARS-CoV-2. Transbound Emerg Dis. 2020;00:1–10. https://doi.org/10.1111/tbed.13949.
Pickering BS, Smith G, Pinette MM, Embury-Hyatt C, Moffat E, Marszal P, et al. Susceptibility of domestic swine to experimental infection with severe acute respiratory syndrome coronavirus 2. Emerg Infect Dis. 2021;27(1):104–12. https://doi.org/10.3201/eid2701.203399.
Patterson EI, Elia G, Grassi A, Giordano A, Desario C, Medardo M, et al. Evidence of exposure to SARS-CoV-2 in cats and dogs from households in Italy. Nat Commun. 2020;11(1):6231. https://doi.org/10.1038/s41467-020-20097-0.
Gortázar C, Barroso-Arévalo S, Ferreras-Colino E, Isla J, de la Fuente G, Rivera B, et al. Natural SARS-CoV-2 infection in kept ferrets, Spain. bioRxiv preprint. 2021. https://doi.org/10.1101/2021.01.14.426652.
Oude Munnink BB, Sikkema RS, Nieuwenhuijse DF, Molenaar RJ, Munger E, Molenkamp R, et al. Transmission of SARS-CoV-2 on mink farms between humans and mink and back to humans. Science. 2020;10:eabe5901. https://doi.org/10.1126/science.abe5901.
Oreshkova N, Molenaar RJ, Vreman S, Frank H, Oude Munnink BB, Hakze-van der Honing RW, et al. SARS-CoV-2 infection in farmed minks, the Netherlands, April and May 2020. Euro Surveill. 2020;25:2001005. https://doi.org/10.2807/1560-7917.
Hosie MJ, Epifano P, Herder V, Orton RJ, Stevenson A, Johnson N, et al. Respiratory disease in cats associated with human-to-cat transmission of SARS-CoV-2 in the UK. bioRxiv preprint. 2020. https://doi.org/10.1101/2020.09.23.309948.
McAloose D, Laverack M, Wang L, Killian ML, Caserta LC, Yuan F. From People to Panthera: Natural SARS-CoV-2 Infection in Tigers and Lions at the Bronx Zoo. mBio. 2020;11:e02220. https://doi.org/10.1128/mBio.02220-20.
Gibbons A. Captive gorillas test positive for coronavirus. Science. 2021. https://doi.org/10.1126/science.abg5458.
Zhang Q, Zhang H, Gao J, Huang K, Yang Y, Hui X, et al. A serological survey of SARS-CoV-2 in cat in Wuhan. Emerg Microbes Infect. 2020;9(1):2013–9. https://doi.org/10.1080/22221751.2020.1817796.
ProMed. PRO/AH/EDR> COVID-19 update (536): animal, USA (UT) wild mink, 1st case, published 13/12/2020. https://promedmail.org/promed-post/?id=8015608. Accessed 23 Dec 2020.
Ren S, Wang W, Hao Y, Zhang H, Wang Z, Chen Y, et al. Stability and infectivity of coronaviruses in inanimate environments. World J Clin Cases. 2020;8:1391–9. https://doi.org/10.12998/wjcc.v8.i8.1391.
van Doorn AS, Meijer B, Frampton C, Barclay ML, de Boer N. Systematic review with meta-analysis: SARS-CoV-2 stool testing and the potential for faecal-oral transmission. Aliment Pharmacol Ther. 2020;52:1276–88. https://doi.org/10.1111/apt.16036.
Franklin AB, Bevins SN. Spillover of SARS-CoV-2 into novel wild hosts in North America: a conceptual model for perpetuation of the pathogen. Sci Total Environ. 2020;733:139358. https://doi.org/10.1016/j.scitotenv.2020.139358.
Mathavarajah S, Stoddart AK, Gagnon GA, Dellaire G. Pandemic danger to the deep: the risk of marine mammals contracting SARS-CoV-2 from wastewater. Sci Total Environ. 2021;760:143346. https://doi.org/10.1016/j.scitotenv.2020.143346.
Boklund A, Hammer AS, Quaade ML, Rasmussen TB, Lohse L, Strandbygaard B, et al. SARS-CoV-2 in Danish mink farms: course of the epidemic and a descriptive analysis of the outbreaks in 2020. Animals. 2021;11(1):164. https://doi.org/10.3390/ani11010164.
Wasik BR, de Wit E, Munster V, Lloyd-Smith JO, Martinez-Sobrido L, Parrish CR. Onward transmission of viruses: how do viruses emerge to cause epidemics after spillover? Philos Trans R Soc Lond Ser B Biol Sci. 2019;374:20190017. https://doi.org/10.1098/rstb.2019.0017.
Plowright RK, Parrish CR, McCallum H, Hudson PJ, Ko AI, Graham AL, et al. Pathways to zoonotic spillover. Nat Rev Microbiol. 2017;15:502–10. https://doi.org/10.1038/nrmicro.2017.45.
OIE World Organisation for Animal Health. Guidance on working with farmed animals of species susceptible to infection with SARS-CoV-2. Version 1.2. 2020. https://www.oie.int/fileadmin/Home/MM/Draft_OIE_Guidance_farmed_animals_cleanMS05.11.pdf. Accessed 22 Mar 2021.
FAO. Food and Agriculture Organisation of the United Nations. COVID-19 and animals: Information on risk mitigation measures for livestock and agricultural professionals; 2021. https://doi.org/10.4060/cb2549en. Accessed 22 Mar 2021
Boni MF, Lemey P, Jiang X, Lam TT, Perry BW, Castoe TA, et al. Evolutionary origins of the SARS-CoV-2 sarbecovirus lineage responsible for the COVID-19 pandemic. Nat Microbiol. 2020;5(11):1408–17. https://doi.org/10.1038/s41564-020-0771-4.
Richard M, Kok A, de Meulder D, Bestebroer TM, Lamers MM, Okba NMA, et al. SARS-CoV-2 is transmitted via contact and via the air between ferrets. Nat Commun. 2020;11(1):3496. https://doi.org/10.1038/s41467-020-17367-2.
Fagre A, Lewis J, Eckley M, Zhan S, Rocha SM, Sexton NR, et al. SARS-CoV-2 infection, neuropathogenesis and transmission among deer mice: Implications for reverse zoonosis to New World rodents. bioRxiv preprint. 2020. https://doi.org/10.1101/2020.08.07.241810.
European Food Safety Authority and European Centre for Disease Prevention and Control, Boklund A, Gortazar C, Pasquali P, Roberts H, Nielsen SS, et al. Scientific Opinion on the monitoring of SARS-CoV-2 infection in mustelids. EFSA J. 2021;19:6459. https://doi.org/10.2903/j.efsa.2021.6459.
Banerjee A, Kulcsar K, Misra V, Frieman M, Mossman K. Bats and coronaviruses. Viruses. 2019;11(1):41. https://doi.org/10.3390/v11010041.
Wacharapluesadee S, Tan CW, Maneeorn P, Duengkae P, Zhu F, Joyjinda Y, et al. Evidence for SARS-CoV-2 related coronaviruses circulating in bats and pangolins in Southeast Asia. Nat Commun. 2021;12(1):972. https://doi.org/10.1038/s41467-021-21240-1.
Menachery VD, Graham RL, Baric RS. Jumping species—a mechanism for coronavirus persistence and survival. Curr Opin Virol. 2017;23:1–7. https://doi.org/10.1016/j.coviro.2017.01.002.
Olival KJ, Cryan PM, Amman BR, Baric RS, Blehert DS, Brook CE, et al. Possibility for reverse zoonotic transmission of SARS-CoV-2 to free-ranging wildlife: a case study of bats. PLoS Pathog. 2020;16(9):e1008758. https://doi.org/10.1371/journal.ppat.1008758.
Simons RRL, Gale P, Horigan V, Snary EL, Breed AC. Potential for introduction of bat-borne zoonotic viruses into the EU: a review. Viruses. 2014;6(5):2084–121. https://doi.org/10.3390/v6052084.
International Union for Nature Conservation Species Survival Commission Bat Specialist Group. Recommended Strategy for Researchers to Reduce the Risk of Transmission of SARS-CoV-2 from Humans to Bats. In: MAP: Minimize, Assess, Protect. Living Document Version 1.0; 2020. https://www.iucnbsg.org/uploads/6/5/0/9/6509077/map_recommendations_for_researchers_v._1.0_final.pdf. Accessed 22 Mar 2021.
International Union for Nature Conservation Species Survival Commission Bat Specialist Group. Recommendations to reduce the risk of transmission of SARS-CoV-2 from humans to bats in bat rescue and rehabilitation centers. In: MAP: Minimize, Assess, Protect. Living Document Version 1.1; 2020. https://www.iucnbsg.org/uploads/6/5/0/9/6509077/recommendations_rehab_draft1.pdf. Accessed 22 Mar 2021.
Wong ACP, Li X, Lau SKP, Woo PCY. Global epidemiology of bat coronaviruses. Viruses. 2019;11(2):174. https://doi.org/10.3390/v11020174.
Anthony SJ, Johnson CK, Greig DJ, Kramer S, Che X, Wells H, et al. Global patterns in coronavirus diversity. Virus Evol. 2017;3:vex012. https://doi.org/10.1093/ve/vex012.
Natural Resources Defense Council. Experts Urge People All Over the World to Stop Killing Bats out of Fears of Coronavirus. https://www.nrdc.org/stories/experts-urge-people-all-over-world-stop-killing-bats-out-fears-coronavirus. Accessed 22 Mar 2021.
Frick WF, Kingston T, Flanders JA. A review of the major threats and challenges to global bat conservation. Ann N Y Acad Sci. 2019;00(1):1–21. https://doi.org/10.1111/nyas.14045.
Sailleau C, Dumarest M, Vanhomwegen J, Delaplace M, Caro V, Kwasiborski A, et al. First detection and genome sequencing of SARS-CoV-2 in an infected cat in France. Transbound Emerg Dis. 2020;00:1–5. https://doi.org/10.1111/tbed.13659.
Bartlett SL, Diel DG, Wang L, Zec S, Laverack M, Martins M, et al. SARS-CoV-2 infection and longitudinal fecal screening in Malayan tigers (Panthera tigris jacksoni), Amur tigers (Panthera tigris altaica), and African lions (Panthera leo krugeri) at the Bronx Zoo, New York, USA. J Zoo Wildl Med. 2021;51(4):733–44. https://doi.org/10.1638/2020-0171.
Halfmann PJ, Hatta M, Chiba S, Maemura T, Fan S, Takeda M, et al. Transmission of SARS-CoV-2 in domestic cats. N Engl J Med. 2020;383(6):592–4. https://doi.org/10.1056/NEJMc2013400.
Aegerter J, Fouracre D, Smith GC. A first estimate of the structure and density of the populations of pet cats and dogs across Great Britain. PLoS One. 2017;12(4):e0174709. https://doi.org/10.1371/journal.pone.0174709.
Sit TH, Brackman CJ, Ip SM, Tam KW, Law PY, To EM, et al. Infection of dogs with SARS-CoV-2. Nature. 2020;586(7831):776–8. https://doi.org/10.1038/s41586-020-2334-5.
Luan J, Lu Y, Jin X, Zhang L. Spike protein recognition of mammalian ACE2 predicts the host range and an optimized ACE2 for SARS-CoV-2 infection. Biochem Biophys Res Commun. 2020;526(1):165–9. https://doi.org/10.1016/j.bbrc.2020.03.047.
Shriner SA, Ellis JW, Root JJ, Roug A, Stopak SR, Wiscombe GW, et al. SARS-CoV-2 exposure in escaped mink, Utah, USA. Emerg Infect Dis. 2021;27(3):988–90. https://doi.org/10.3201/eid2703.204444.
Aguiló-Gisbert J, Padilla-Blanco M, Lizana V, Maiques E, Muñoz Baquero M, Chillida-Martínez E, et al. First description of natural SARS-CoV-2 infection in two wild American minks (Neovison vison). Preprints preprint. 2021. https://doi.org/10.20944/preprints202103.0647.v1
Everett HE, Lean FX, Byrne AM, van Diemen PM, Rhodes S, James J, et al. Intranasal infection of ferrets with SARS-CoV-2 as a model for asymptomatic human infection. Viruses. 2021;13(1):113. https://doi.org/10.3390/v13010113.
Johnson DDP, Jetz W, Macdonald DW. Environmental correlates of badger social spacing across Europe. J Biogeogr. 2002;29(3):411–25. https://doi.org/10.1046/j.1365-2699.2002.00680.x.
Negrey JD, Reddy RB, Scully EJ, Phillips-Garcia S, Owens LA, Langergraber KE, et al. Simultaneous outbreaks of respiratory disease in wild chimpanzees caused by distinct viruses of human origin. Emerg Microbes Infect. 2019;8(1):139–49. https://doi.org/10.1080/22221751.2018.1563456.
Spelman LH, Gilardi KV, Lukasik-Braum M, Kinani JF, Nyirakaragire E, Lowenstine LJ, et al. Respiratory disease in mountain gorillas (Gorilla beringei beringei) in Rwanda, 1990–2010: outbreaks, clinical course, and medical management. J Zoo Wildl Med. 2013;44(4):1027–35. https://doi.org/10.1638/2013-0014R.1.
Köndgen S, Kühl HS, N'Goran PK, Walsh PD, Schenk S, Ernst N, et al. Pandemic human viruses cause decline of endangered great apes. Curr Biol. 2008;18(4):260–4. https://doi.org/10.1016/j.cub.2008.01.012.
Melin AD, Janiak MC, Marrone F, Arora PS, Higham JP. Comparative ACE2 variation and primate COVID-19 risk. Commun Biol. 2020;3(1):641. https://doi.org/10.1038/s42003-020-01370-w.
Gilardi KVK. Personal communication.
International Union for Nature Conservation Species Survival Commission. Great apes, COVID-19 and the SARS CoV-2 Joint Statement of the IUCN SSC Wildlife Health Specialist Group and the Primate Specialist Group, Section on Great Apes. 2020. http://www.primate-sg.org/covid-19. Accessed 22 Mar 2021.
Ge XY, Yang WH, Zhou JH, Bei L, Zhang W, Shi ZL, et al. Detection of alpha- and betacoronaviruses in rodents from Yunnan, China. Virol J. 2017;14(1):98. https://doi.org/10.1186/s12985-017-0766-9.
Tsoleridis T, Onianwa O, Horncastle E, Dayman E, Zhu M, Danjittrong T, et al. Discovery of novel alphacoronaviruses in European rodents and shrews. Viruses. 2016;8:84. https://doi.org/10.3390/v8030084.
Han BA, Schmidt JP, Bowden SE, Drake JM. Rodent reservoirs of future zoonotic diseases. PNAS. 2015;112(22):7039–44. https://doi.org/10.1073/pnas.1501598112.
Sooksawasdi Na Ayudhya S, Kuiken T. Reverse zoonosis of COVID-19: Lessons from the 2009 influenza pandemic. Vet Pathol. 2021;58:234–42. https://doi.org/10.1177/0300985820979843.
Wildlife Health Australia. Qualitative Risk Assessment - COVID-19 & Australian bats: 2020. https://wildlifehealthaustralia.com.au/Portals/0/Documents/ProgramProjects/COVID-19_Aust_Bats_Risk_Report_Aug2020.pdf. Accessed 22 Mar 2021.
Common S, Shadboly T, Walsh K, Sainsbury T. The risk from SARS-CoV-2 to bat species in England and mitigation options for conservation field workers. Transbound Emerg Dis. 2021;00:1–12. https://doi.org/10.1111/tbed.14035.
OIE. World Organisation for Animal Health. Considerations for sampling, testing, and reporting of SARS-CoV-2 in animals. Version 1.1. 2020. https://www.oie.int/fileadmin/Home/MM/A_Sampling_Testing_and_Reporting_of_SARS-CoV-2_in_animals_3_July_2020.pdf. Accessed 22 Mar 2021.
El Masry I, von Dobschuetz S, Plee L, Larfaoui F, Yang Z, Song J, et al. Exposure of humans or animals to SARS-CoV-2 from wild, livestock, companion and aquatic animals: Qualitative exposure assessment. In: FAO animal production and health, Paper 181. Rome: FAO; 2020.
MacFarlane D, Rocha R. Guidelines for communicating about bats to prevent persecution in the time of COVID-19. Biol Conserv. 2020;248:108650. https://doi.org/10.1016/j.biocon.2020.108650.
Cross PC, Drewe J, Patrek V, Pearce G, Samuel MD, Delahay RJ. Wildlife population structure and parasite transmission: implications for disease management. In: Delahay RJ, Smith GC, Hutchings MR, editors. Management of Disease in wild mammals. 1st ed. Tokyo: Springer; 2009. https://doi.org/10.1007/978-4-431-77134-0_2.
Rozins C, Silk M, Croft DP, Delahay RJ, Hodgson D, McDonald RA, et al. Social structure contains epidemics and regulates individual roles in disease transmission in a group-living mammal. Ecol Evol. 2018;8(23):12044–55. https://doi.org/10.1002/ece3.4664.
OIE. World Organisation for Animal Health. World Animal Health Information System. https://www.oie.int/animal-health-in-the-world/the-world-animal-health-informationsystem/the-world-animal-health-information-system/ (Accessed Apr 03, 2021).
Fernández-de-Mera IG, Rodríguez-del-Río FJ, de la Fuente J, Perez-Sancho M, Hervas D, Moreno I, et al. Detection of environmental SARS-CoV-2 RNA in a high prevalence setting in Spain. Transbound Emerg Dis. 2020;00:1–6. https://doi.org/10.1111/tbed.13817.
Nemudryi A, Nemudraia A, Wiegand T, Surya K, Buyukyoruk M, Cicha C, et al. Temporal detection and phylogenetic assessment of SARS-CoV-2 in municipal wastewater. Cell Rep Med. 2020;1(6):10098. https://doi.org/10.1016/j.xcrm.2020.100098.
Anis E, Turner G, Ellis JC, Di Salvo A, Barnard A, Carroll S, et al. Evaluation of a real-time RT-PCR panel for detection of SARS-CoV-2 in bat guano. J Vet Diagn Investig. 2021;33:331–5. https://doi.org/10.1177/1040638721990333.
No specific funding involved.
Ethics approval and consent to participate
Consent for publication
The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
About this article
Cite this article
Delahay, R.J., de la Fuente, J., Smith, G.C. et al. Assessing the risks of SARS-CoV-2 in wildlife. One Health Outlook 3, 7 (2021). https://doi.org/10.1186/s42522-021-00039-6
- Risk assessment