Abstract
An outbreak of a novel coronavirus, named SARS-CoV-2, causing respiratory disease and a ~2% case fatality rate started in Wuhan, China in December 20191,2. Following unprecedented global spread3, the World Health Organization declared COVID-19 a pandemic on March 11, 2020. Although data on disease in humans are emerging at a steady pace, certain aspects of the pathogenesis of SARS-CoV-2 can only be studied in detail in animal models, where repeated sampling and tissue collection is possible. Here, we show that SARS-CoV-2 causes respiratory disease in infected rhesus macaques, with disease lasting 8–16 days. Pulmonary infiltrates, a hallmark of human disease, were visible in lung radiographs. High viral loads were detected in swabs from the nose and throat of all animals as well as in bronchoalveolar lavages; in one animal we observed prolonged rectal shedding. Taken together, the rhesus macaque recapitulates moderate disease observed in the majority of human cases. The establishment of the rhesus macaque as a model of COVID-19 will increase our understanding of the pathogenesis of this disease and will aid development and testing of medical countermeasures.
SARS-CoV-2 infection in humans can be asymptomatic or result in mild to fatal Coronavirus Disease 2019 (COVID-19)4–6. Patients with COVID-19 pneumonia presented mainly with fever, fatigue, dyspnea and cough7–9. Rapidly progressing pneumonia, with bilateral opacities on x-ray or patchy shadows and ground glass opacities by CT scan were observed in COVID-19 patients2,6,10. Older patients with comorbidities are at highest risk for adverse outcome of COVID-195,7. SARS-CoV-2 has been detected in upper and lower respiratory tract samples from patients, as well as feces and blood, but not in urine5,11–13.
Non-human primate models that recapitulate aspects of human disease are essential for our understanding of the pathogenic processes involved in severe respiratory disease and the development of medical countermeasures such as vaccines and antivirals.
Clinical, respiratory disease
Eight adult rhesus macaques were inoculated with SARS-CoV-2 isolate nCoV-WA1–202014. On day 1 post inoculation (dpi), all animals showed changes in respiratory pattern and piloerection, as reflected in their clinical scores (Fig. 1a). Other observed signs of disease included reduced appetite, hunched posture, pale appearance and dehydration (Extended Data Table 1). Coughing was occasionally heard in the room where animals were housed but could not be pinpointed to individual animals. Disease signs persisted for more than a week, with all animals completely recovered between 9 and 17 dpi (Fig. 1a and Table S1). Weight loss was observed in all animals (Fig. 1b); body temperatures spiked on 1 dpi but returned to normal levels thereafter (Fig. 1c). Under anesthesia, the animals did not show increased respiration; however, all animals showed irregular respiration patterns (Fig. 1d). Radiographs showed pulmonary infiltrates in all animals starting on 1 dpi with mild pulmonary infiltration primarily in the lower lung lobes. By 3 dpi, progression of mild pulmonary infiltration was noted into other lung lobes although still primarily in the caudal lung lobes (Fig. 1e). In one animal, pulmonary infiltrates were observed from 1–12 dpi (Extended Data Fig. 1).
Hematologic analysis of blood collected during clinical exams showed evidence of a stress leukogram15 by 1 dpi in the majority of animals (Extended Data Fig. 2). Lymphocytes and monocytes returned to baseline after 1 dpi. Neutrophils decreased in all animals by 3 dpi and continued to decline through 5 dpi; neutropenia was observed in 2 of 4 animals. On 1 dpi, decreased hematocrit, red blood cell counts and hemoglobin were observed in all animals (Extended Data Fig. 2). In addition, reticulocyte percentages and counts decreased. At 5 dpi, two of four animals had a normocytic, normochromic non-regenerative anemia consistent with anemia of critical illness; animals did not return to their original baselines by 21 dpi. Blood chemistry analysis revealed no values outside normal range (Supplementary Information Table S2).
Serum was analyzed for changes in cytokine and chemokine levels at different time points after inoculation. Statistically significant changes were only observed on 1 dpi, with increases in IL1ra, IL6, IL10, IL15, MCP-1, MIP-1b, and on 3 dpi a small but statistically significant decrease in TGFα was observed (Extended Data Fig. 3). Although changes occurred in the levels of some of these cytokines later after inoculation, these were not statistically significant (Extended Data Fig. 3).
High viral loads in respiratory samples
Virus shedding was highest from the nose (Fig. 2a); virus could be isolated from swabs collected on 1 and 3 dpi, but not thereafter. Viral loads were high in throat swabs immediately after inoculation but were less consistent than nose swabs thereafter; in one animal throat swabs were positive on 1 and 10 dpi but not in between (Fig. 2a). One animal showed prolonged shedding of viral RNA in rectal swabs; infectious virus could not be isolated from these swabs (Fig. 2a) and intestinal tract disease (e.g. diarrhea) was not observed. Urogenital swabs remained negative in all animals throughout the study. On 1, 3 and 5 dpi bronchoalveolar lavages (BAL) were performed on the 4 animals in the group euthanized on 21 dpi. High viral loads were detected in BAL fluid in all animals on all three time points; infectious virus could only be isolated in BAL fluid collected on 1 and 3 dpi (Fig. 2b). No viral RNA could be detected in blood (Fig. 2c) or urine (Fig. 2d).
Interstitial pneumonia
On 3 and 21 dpi, one group of 4 animals was euthanized and necropsies were performed. On 3 dpi, varying degrees of gross lung lesions were observed in all animals (Fig. 3a and c). By 21 dpi, gross lesions were still visible in the lungs of 2 of 4 animals (Fig. 3b and c). Additionally, all animals had an increased lung weight:body weight ratio (Fig. 3d) as compared to healthy rhesus macaques, indicative of pulmonary edema. Histologically, 3 of the 4 animals euthanized on 3 dpi developed some degree of pulmonary pathology. Lesions were multifocal (Extended Data Fig. 4a), mild to moderate, interstitial pneumonia that frequently centered on terminal bronchioles. The pneumonia was characterized by thickening of alveolar septae by edema fluid and fibrin and small to moderate numbers of macrophages and fewer neutrophils. Lungs with moderate changes also had alveolar edema and fibrin with formation of hyaline membranes. There was minimal type II pneumocyte hyperplasia. Occasionally, bronchioles showed necrosis, loss and attenuation of the epithelium with infiltrates of neutrophils, macrophages and eosinophils. Multifocally, there were perivascular infiltrates of small numbers of lymphocytes forming perivascular cuffs (Extended Data Figure 4b) and minimal to mild, multifocal hyperplasia of bronchiolar associated lymphoid tissue. Three of 4 animals on 3 dpi had fibrous adhesions of the lung to the pleura. Histologic evaluation showed these to be composed of mature collagen interspersed with small blood vessels; therefore, this is most likely a chronic change rather than related to SARS-CoV-2 infection. Minimal to mild inflammation was observed in the upper airways with multifocal squamous metaplasia of the respiratory epithelium with infiltration of small numbers of neutrophils (Extended Data Figure 5).
Immunohistochemistry using a mAb against SARS-CoV demonstrated viral antigen in small numbers of type I and II pneumocytes, as well as alveolar macrophages. Antigen-positive macrophages were detected in mediastinal lymph nodes of 3 of 4 animals (Fig. 3k). Interestingly, small numbers of antigen-positive lymphocytes and macrophages were also detected in the lamina propria of the intestinal tract of all 4 animals. In one animal, all collected tissues of the gastrointestinal tract showed these antigen-positive mononuclear cells (Extended Data Figure 6).
Ultrastructural analysis of lung tissue by transmission electron microscopy confirmed the histologic diagnosis of interstitial pneumonia. The alveolar interstitial space was greatly expanded by edema, fibrin, macrophages and neutrophils (Extended Data Figure 7a). The subepithelial basement membrane was unaffected and maintained a consistent thickness and electron density. Occasionally, type I pneumocytes are separated from the basement membrane by edema; the resulting space may contain virions. Affected type I pneumocytes are lined by small to moderate numbers of virions 90–160 nm in diameter with an electron dense core bound by a less dense capsid (Extended Data Figure 7b–e). Alveolar spaces adjacent to affected pneumocytes are filled with a granular, moderately electron dense material that is consistent with edema fluid.
Replication in the respiratory tract
All tissues (n=37) collected at necropsy were analyzed for the presence of viral RNA. On 3 dpi, high viral loads were detected in the lungs of all animals (Extended Data Fig. 8a); virus could be isolated from the lungs of all 4 animals at this time. Additionally, viral RNA could be detected in other samples throughout the respiratory tract (Extended Data Fig. 8), as well as in lymphoid and gastrointestinal tissues. Viral RNA could not be detected in major organs including the central nervous system. To distinguish viral RNA derived from respiratory secretions from active virus replication, all samples with presence of viral RNA were also tested for the presence of viral mRNA (Extended Data Fig. 8). Viral mRNA was detected in all respiratory tissues but could not in any but one of the gastrointestinal tissues, indicating that virus replication in these tissues seems unlikely, although we can’t exclude it due to limited sample size. By 21 dpi, viral RNA, but not mRNA, could still be detected in tissues from all 4 animals (Extended Data Fig. 8g).
Serology
Serum was analyzed for the development of IgG against SARS-CoV spike in ELISA. By 10 dpi, all four animals had seroconverted to SARS-CoV-2 spike; neutralizing responses also started to appear at 10 dpi (Extended Data Figure 9). Interestingly, the animal with the lowest and latest neutralizing antibody response was the animal with prolonged viral shedding from the intestinal tract.
Discussion
COVID-19 clinical manifestations range from asymptomatic to mild to severe5,6,8,9,13,16. Patients present with influenza-like symptoms such as fever and shortness of breath and may develop pneumonia requiring mechanical ventilation and support in an intensive care unit9. Similar to SARS-CoV and MERS-CoV, comorbidities such as hypertension and diabetes play an important role in adverse outcome of COVID-198,17,18. Advanced age and chronic conditions in particular are indicators of a negative outcome5,7–9,16, conditions that were absent in our healthy rhesus macaques. An analysis of 1099 COVID-19 cases from China showed that approximately 5% of diagnosed patients developed severe pneumonia requiring ICU attendance, 2.3% required mechanical ventilation and 1.4% died9. The transient, moderate disease observed here in rhesus macaques is thus in line with the majority of human COVID-19 cases. Pulmonary infiltrates on radiographs, a hallmark of human infection2,4,6,7,9,10,16, were observed in all macaques. The shedding pattern observed in rhesus macaques is strikingly similar to that observed in humans11,12. In humans, consistent high SARS-CoV-2 shedding was observed from the upper and lower respiratory tract, frequent intermediate shedding from the intestinal tract and sporadic detection in blood5. Similar to humans, shedding of SARS-CoV-2 continued after resolution of clinical symptoms and radiologic abnormalities 19. Limited histopathology is available from COVID-19 patients20,21. Our analysis of the histopathological changes observed in the lungs of rhesus macaques, suggests that they resemble those observed with SARS-CoV and MERS-CoV 21–24, with regard to lesion type and cell tropism.
Serological responses in humans are not typically detectable before 6 days after symptom onset, with IgG titers between 100 and 10,000 observed after 12 to 21 days25,26. Neutralizing titers were generally between 20 – 160. This corresponds to the results in our rhesus macaque model, where IgG responses were detected around 7–10 dpi. Seroconversion was not directly followed by a decline in viral loads, as observed in COVID-19 patients25,26.
Taken together, the rhesus macaque model recapitulates COVID-19, with regard to virus replication and shedding, the presence of pulmonary infiltrates, histological lesions and seroconversion. This extensive dataset allows us to bridge between the rhesus macaques model and the disease observed in humans and to utilize this animal model to assess the efficacy of medical countermeasures.
Methods
Ethics and biosafety statement
All animal experiments were approved by the Institutional Animal Care and Use Committee of Rocky Mountain Laboratories, NIH and carried out by certified staff in an Association for Assessment and Accreditation of Laboratory Animal Care (AAALAC) International accredited facility, according to the institution’s guidelines for animal use, following the guidelines and basic principles in the NIH Guide for the Care and Use of Laboratory Animals, the Animal Welfare Act, United States Department of Agriculture and the United States Public Health Service Policy on Humane Care and Use of Laboratory Animals. Rhesus macaques were housed in adjacent individual primate cages allowing social interactions, in a climate-controlled room with a fixed light-dark cycle (12-hr light/12-hr dark). Animals were monitored at least twice daily throughout the experiment. Commercial monkey chow, treats, and fruit were provided twice daily by trained personnel. Water was available ad libitum. Environmental enrichment consisted of a variety of human interaction, manipulanda, commercial toys, videos, and music. The Institutional Biosafety Committee (IBC) approved work with infectious SARS-CoV-2 strains under BSL3 conditions. Sample inactivation was performed according to IBC-approved standard operating procedures for removal of specimens from high containment.
Study design
To evaluate the use of rhesus macaques as a model for SARS-CoV-2, eight adult rhesus macaques (4 males, and4 females, age 4–6 years) were inoculated via a combination of intranasal (0.5ml per nostril), intratracheal (4ml), oral (1ml) and ocular (0.25ml per eye) of a 4×105 TCID50/ml (3×108 genome copies/ml) virus dilution in sterile DMEM. The animals were observed twice daily for clinical signs of disease using a standardized scoring sheet (Supplementary Information Table S1); the same person assessed the animals throughout the study. The predetermined endpoint for this experiment was 3 days post inoculation (dpi) for one group of 4 animals, and 21 dpi for the remaining 4 animals. Animals were randomly assigned to a group for necropsy prior to the start of the experiment. Blinding was not used in this study since all animals were subjected to the same treatment. Clinical exams were performed on 0, 1, 3, 5, 7, 10, 12, 14, 17 and 21 dpi on anaesthetized animals. On exam days, clinical parameters such as bodyweight, body temperature and respiration rate were collected, as well as ventro-dorsal and lateral chest radiographs. Chest radiographs were interpreted by a board-certified clinical veterinarian. The following samples were collected at all clinical exams: nasal, throat, urogenital and rectal swabs, blood. The total white blood cell count, lymphocyte, neutrophil, platelet, reticulocyte and red blood cell counts, hemoglobin, and hematocrit values were determined from EDTA blood with the IDEXX ProCyte DX analyzer (IDEXX Laboratories). Serum biochemistry (albumin, AST, ALT, GGT, BUN, creatinine) was analyzed using the Piccolo Xpress Chemistry Analyzer and Piccolo General Chemistry 13 Panel discs (Abaxis). During clinical exams on 1, 3, and 5 dpi bronchoalveolar lavages were performed using 10ml sterile saline. Of note, repeated bronchoalveolar lavages do not induce lung damage when space 48 hrs apart27,28. After euthanasia, necropsies were performed. The percentage of gross lung lesions was scored by a board-certified veterinary pathologist and samples of the following tissues were collected: inguinal lymph node, axillary lymph node, cervical lymph node, salivary gland, conjunctiva, nasal mucosa, oropharynx, tonsil, trachea, all six lung lobes, mediastinal lymph node, right and left bronchus, heart, liver, spleen, pancreas, adrenal gland, kidney, mesenteric lymph node, stomach, duodenum, jejunum, ileum, cecum, colon, urinary bladder, reproductive tract (testes or ovaries depending on sex of the animal), bone marrow, frontal brain, cerebellum and brainstem. Histopathological analysis of tissue slides was performed by a board-certified veterinary pathologist blinded to the group assignment of the animals.
Virus and cells
SARS-CoV-2 isolate nCoV-WA1–2020 (MN985325.1)14 (Vero passage 3) was kindly provided by CDC and propagated once in VeroE6 cells in DMEM (Sigma) supplemented with 2% fetal bovine serum (Gibco), 1 mM L-glutamine (Gibco), 50 U/ml penicillin and 50 μg/ml streptomycin (Gibco) (virus isolation medium). The used virus stock was 100% identical to the initial deposited genbank sequence (MN985325.1) and no contaminants were detected. VeroE6 cells were maintained in DMEM supplemented with 10% fetal calf serum, 1 mM L-glutamine, 50 U/ml penicillin and 50 μg/ml streptomycin. VeroE6 cells were provided by Dr. Ralph Baric and were not authenticated in-house; mycoplasma testing is performed at regular intervals and no mycoplasma has been detected.
Quantitative PCR
RNA was extracted from swabs and BAL using the QiaAmp Viral RNA kit (Qiagen) according to the manufacturer’s instructions. Tissues (30 mg) were homogenized in RLT buffer and RNA was extracted using the RNeasy kit (Qiagen) according to the manufacturer’s instructions. For detection of viral RNA, 5 μl RNA was used in a one-step real-time RT-PCR E assay29 using the Rotor-Gene probe kit (Qiagen) according to instructions of the manufacturer. In each run, standard dilutions of counted RNA standards were run in parallel, to calculate copy numbers in the samples. For detection of SARS-CoV-2 mRNA, primers targeting open reading frame 7 (ORF7) were designed as follows: forward primer 5’-TCCCAGGTAACAAACCAACC-3’, reverse primer 5’-GCTCACAAGTAGCGAGTGTTAT-3’, and probe FAM-ZEN-CTTGTAGATCTGTTCTCTAAACGAAC-IBFQ. 5 μl RNA was used in a one-step real-time RT-PCR using the Rotor-Gene probe kit (Qiagen) according to instructions of the manufacturer. In each run, standard dilutions of counted RNA standards were run in parallel, to calculate copy numbers in the samples.
Histopathology and immunohistochemistry
Histopathology and immunohistochemistry were performed on rhesus macaque tissues. After fixation for a minimum of 7 days in 10 % neutral-buffered formalin and embedding in paraffin, tissue sections were stained with hematoxylin and eosin (HE). To detect SARS-CoV-2 antigen, immunohistochemistry was performed using an anti-SARS nucleocapsid protein antibody (Novus Biologicals) at a 1:250 dilution. This antibody was first tested on SARS-CoV-2 infected and uninfected Vero E6 cell pellets, showing specific staining with infected cells and no staining with uninfected cells. The antibody showed specific staining with infected experimental tissue and no staining with uninfected tissue from rhesus macaques. Infected tissue and cell pellet specimens showed no staining when run with Rabbit IgG controls (non-specific rabbit IgG substituted for primary antibody). Stained slides were analyzed by a board-certified veterinary pathologist.
Transmission electron microscopy
After fixation for 7 days with Karnovsky’s fixative at 4° C, excised tissues were post-fixed for 1 hour with 0.5% osmium tetroxide/0.8% potassium ferricyanide in 0.1 M sodium cacodylate, washed 3 × 5 minutes with 0.1M sodium cacodylate buffer, stained 1 hour with 1% tannic acid, washed with buffer and then further stained with2% osmium tetroxide in 0.1M sodium cacodylate and overnight with 1% uranyl acetate at 4° C. Specimens were dehydrated with a graded ethanol series with two final exchanges in 100% propylene oxide before infiltration and final embedding in Embed-812/Araldite resin. Thin sections were cut with a Leica EM UC6 ultramicrotome (Leica, Vienna, Austria), prior to viewing at 120 kV on a Tecnai BT Spirit transmission electron microscope (Thermo fisher/FEI, Hillsboro, OR). Digital images were acquired with a Gatan Rio bottom mount digital camera system (Gatan Inc., Pleasanton, CA and processed using Adobe Photoshop v. CC 2019 (Adobe Systems Inc, San Jose, CA).
Serum cytokine and chemokine analysis
Serum samples for analysis of cytokine/chemokine levels were inactivated with γ-radiation (2 MRad) according to standard operating procedures. Concentrations of granulocyte colony-stimulating factor, granulocyte-macrophage colony-stimulating factor, interferon (IFN)–γ, interleukin (IL)–1β, IL-1 receptor antagonist, IL-2, IL-4, IL-5, IL-6, IL-8, IL-10, IL-12/23 (p40), IL-13, IL-15, IL-17, MCP-1 and macrophage inflammatory protein (MIP)–1α, MIP-1β, soluble CD40-ligand (sCD40L), transforming growth factor-α, tumor necrosis factor (TNF)–α, vascular endothelial growth factor (VEGF) and IL-18 were measured on a Bio-Plex 200 instrument (Bio-Rad) using the Non-Human Primate Cytokine MILLIPLEX map 23-plex kit (Millipore) according to the manufacturer’s instructions.
Serology
Sera were analyzed by SARS-CoV-2 spike protein (S) enzyme-linked immunosorbent assay (ELISA) as done previously for MERS-CoV30. Briefly, maxisorp (Nunc) plates were coated overnight with 100 ng/well S protein diluted in PBS31 (a kind gift of Barney Graham, Vaccine Research Center, NIH) and blocked with blocker casein in PBS (Life Technologies). Sera were serially diluted in duplicate. SARS-CoV-2-specific antibodies were detected using anti-monkey IgG polyclonal antibody HRP-conjugated antibody (KPL), peroxidase-substrate reagent (KPL) and stop reagent (KPL). Optical density (OD) was measured at 405 nm. The threshold of positivity was calculated by taking the average of the day 0 values multiplied by 3.
For neutralization, sera were heat-inactivated (30 min, 56 °C) and two-fold serial dilutions were prepared in 2% DMEM. Hereafter, 100 TCID50 of SARS-CoV-2 was added. After 60 min incubation at 37 °C, virus:serum mixture was added to VeroE6 cells and incubated at 37°C and 5% CO2. At 5 dpi, cytopathic effect was scored. The virus neutralization titer is expressed as the reciprocal value of the highest dilution of the serum which still inhibited virus replication. All sera were analyzed in duplicate.
Data availability
Data have been deposited in Figshare: https://doi.org/10.35092/yhjc.12026910.
Extended Data
Extended Data Table 1.
Animal | Clinical signs observed 1–6 dpi | Clinical signs observed 7–21 dpi | Observations at necropsy* |
---|---|---|---|
RM1 | Hunched posture; piloerection; tachypnea; flushed appearance; red eyes; very agitated; reduced appetite; mildly dehydrated. Euthanized 3 dpi. |
N/A | Gross lung lesions. Enlarged tonsils and mediastinal lymph nodes. Fluid-filled stomach, small and large intestine. |
RM2 | Piloerection; dyspnea; reduced appetite. Euthanized 3 dpi. |
N/A | Fluid-filled stomach, small and large intestine. |
RM3 | Piloerection; tachypnea; flushed appearance; reduced appetite; mildly dehydrated. Euthanized 3 dpi. |
N/A | Epistaxis. Gross lung lesions. Enlarged mediastinal lymph nodes. Fluid-filled stomach, small and large intestine. |
RM4 | Hunched posture; piloerection; tachypnea; dyspnea; reduced appetite. Euthanized 3 dpi. |
N/A | Gross lung lesions. Foamy exudate from trachea. Enlarged mediastinal lymph nodes. Fluid-filled stomach, small and large intestine. |
RM5 | Hunched posture; piloerection; tachypnea; dyspnea; reduced appetite. | Tachypnea; dyspnea; reduced appetite; mildly dehydrated. Recovered on 9 dpi. |
Gross lung lesions. Enlarged mesenteric lymph nodes. |
RM6 | Hunched posture; piloerection; tachypnea; dyspnea; reduced appetite; serous nasal discharge. | Piloerection; bradypnea; mildly dehydrated; crusty nasal discharge. Recovered on 10 dpi. |
None. |
RM7 | Hunched posture; piloerection; pale appearance; tachypnea; dyspnea; irregular; labored respirations; anorexia; mildly dehydrated; serous nasal discharge. | Hunched posture; piloerection; pale appearance; tachypnea; dyspnea; reduced appetite; mildly dehydrated; crusty nasal discharge. Recovered on 17 dpi. |
None. |
RM8 | Hunched posture; piloerection; pale appearance; increased, dyspnea; reduced appetite; serous nasal discharge. | Hunched posture; piloerection; pale appearance; increased, dyspnea; nasal discharge; reduced appetite; mildly dehydrated; serous nasal discharge. Recovered on 13 dpi. |
Gross lung lesions. |
Incidental observations not related to coronavirus infection were omitted from this table.
Supplementary Material
Acknowledgements
The authors would like to thank Susan Gerber and Natalie Thornburg (CDC) for providing the SARS-CoV-2 isolate used in this study; Barney Graham, Kizzmekia Corbett and Olubukola Abiona at the Vaccine Research Center (NIAID, NIH) for providing spike protein for serology; Anita Mora (NIAID, NIH) for help with figure design and staff of the Rocky Mountain Veterinary Branch (NIAID, NIH) for animal care. This study was supported by the Intramural Research Program, NIAID, NIH.
Footnotes
Competing interests
The authors declare no competing interests
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
Data have been deposited in Figshare: https://doi.org/10.35092/yhjc.12026910.