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. 2022 Dec 30;15(1):114. doi: 10.3390/v15010114

Mouse Adapted SARS-CoV-2 (MA10) Viral Infection Induces Neuroinflammation in Standard Laboratory Mice

Narayanappa Amruta 1,, Saifudeen Ismael 1,, Sarah R Leist 2,, Timothy E Gressett 1,3, Akhilesh Srivastava 4, Kenneth H Dinnon III 2, Elizabeth B Engler-Chiurazzi 1,3,5, Nicholas J Maness 6,7, Xuebin Qin 6,7, Jay K Kolls 4, Ralph S Baric 2, Gregory Bix 1,3,5,8,*
Editor: Benjamin Liu
PMCID: PMC9863644  PMID: 36680154

Abstract

Increasing evidence suggests that severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection impacts neurological function both acutely and chronically, even in the absence of pronounced respiratory distress. Developing clinically relevant laboratory mouse models of the neuropathogenesis of SARS-CoV-2 infection is an important step toward elucidating the underlying mechanisms of SARS-CoV-2-induced neurological dysfunction. Although various transgenic models and viral delivery methods have been used to study the infection potential of SARS-CoV-2 in mice, the use of commonly available laboratory mice would facilitate the study of SARS-CoV-2 neuropathology. Herein we show neuroinflammatory profiles of immunologically intact mice, C57BL/6J and BALB/c, as well as immunodeficient (Rag2−/−) mice, to a mouse-adapted strain of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2 (MA10)). Our findings indicate that brain IL-6 levels are significantly higher in BALB/c male mice infected with SARS-CoV-2 MA10. Additionally, blood-brain barrier integrity, as measured by the vascular tight junction protein claudin-5, was reduced by SARS-CoV-2 MA10 infection in all three strains. Brain glial fibrillary acidic protein (GFAP) mRNA was also elevated in male C57BL/6J infected mice compared with the mock group. Lastly, immune-vascular effects of SARS-CoV-2 (MA10), as measured by H&E scores, demonstrate an increase in perivascular lymphocyte cuffing (PLC) at 30 days post-infection among infected female BALB/c mice with a significant increase in PLC over time only in SARS-CoV-2 MA10) infected mice. Our study is the first to demonstrate that SARS-CoV-2 (MA10) infection induces neuroinflammation in laboratory mice and could be used as a novel model to study SARS-CoV-2-mediated cerebrovascular pathology.

Keywords: animal models, brain, COVID-19, mouse-adaptation, neuroinflammation, SARS-CoV-2

1. Introduction

Since its emergence in late 2019, SARS-CoV-2 has been a significant source of morbidity and mortality worldwide. It is now known that infection can cause a wide range of mild to severe symptoms, especially in patients with significant comorbidities such as chronic lung disease. Importantly, those with cerebrovascular diseases, including brain ischemia and vascular dementia, are more susceptible to SARS-CoV-2 systemic infection [1,2,3,4], suggesting important consequences for the central nervous system (CNS). Indeed, recent autopsy cases of Coronavirus Disease 2019 (COVID-19) brains propose that SARS-CoV-2 can access the CNS through axonal transport or viral migration through neurons in the brain [5,6,7]. In this way, SARS-CoV-2 may enter the CNS through both the olfactory bulb and normal blood circulation [8]. Intriguingly, patients hospitalized with COVID-19 and who have concurrent neurological problems have a higher risk of mortality than other patients, although the exact pathophysiology remains elusive and additional studies are required to fully explore CNS-mediated COVID-19 complications [1,2,9].

Given the prominence of acute and chronic neurologic sequelae, a suitable animal model that mimics human SARS-CoV-2 infection and its associated brain disease are of paramount importance. Several mouse models have been developed to support susceptibility to SARS-CoV-2 infection via the expression of human ACE-2 (hACE-2), including K18-hACE2, knock-in strains, as well as viral vector-mediated delivery of hACE2. These models have provided many important insights regarding the consequences of SARS-CoV-2 infection. However, these models are not ideal for evaluating neurological consequence that mimics human SARS-CoV-2 infection and its associated brain disease [1,10,11,12]. The hACE-2 K18 transgenic mouse model, for example, relies on expressing hACE-2 in K18+ epithelial cells, which ultimately are not adequate for neuropathological study as they do not mimic the natural expression pattern of the ACE-2 receptor [10]. Additional models which rely on lentivirus-generated SARS-CoV-2 pseudovirus or adenovirus delivery of hACE-2 have shown promising results but also suffer from similar limitations [12,13,14,15].

Recently, a Mouse Adapted strain of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2 (MA10)) infection model in mice was reported to infect standard laboratory female mice (C57BL/6J and BALB/c) and has emerged as a promising candidate to study multiple aspects of SARS-CoV-2 disease pathogenesis [16,17]. As previously published, a mouse-adapted SARS-CoV-2 (MA10) induces acute lung injury and mortality with no detectable virus found in the brains of the infected BALB/c mice at the time of peak lung titer 2 days post-infection (2 dpi), indicating restricted neurotropism of SARS-CoV-2 in laboratory mice. However, the neurological consequences of SARS-CoV-2 (MA10) exposure are not yet known. In the present study, our main objective was to determine the extent to which SARS-CoV-2 (MA10) infection in C57BL/6J, BALB/c and immunodeficient (Rag2−/−, lacking mature lymphocytes due to inability to initiate V(D)J rearrangement [18] mice impacts the CNS. We hypothesized that exposure to SARS-CoV-2 would impact brain function. Using intranasal inoculation with SARS-CoV-2 (MA10) as a model of CNS effects of COVID-19, we, therefore, evaluated the impact of SARS-CoV-2 infection on acute and chronic neurovascular integrity and neuroinflammation. Our results demonstrate that acute SARS-CoV-2 infection results in significant and prolonged acute and chronic neurological sequelae.

2. Materials and Methods

2.1. Mice and Ethics Statement

Male 10-12-week-old mice were obtained from The Jackson Laboratory. Rag2−/− mice on a C57BL/6 background have a disruption of the recombination activating gene 2 (Rag2) and fail to produce mature T or B lymphocytes [19]. Mice were housed in the animal facility at Tulane University School of Medicine. The Institutional Animal Care and Use Committee of Tulane University reviewed and approved all procedures for sample handling, inactivation, and removal from a BSL3 containment (permit number 4267). One-year-old female BALB/cAnNHsd mice (strain 047) (herein referred to as “BALB/c” female mice throughout the manuscript) were obtained from Envigo and were housed at the University of North Carolina at Chapel Hill.

2.2. SARS-CoV-2 Infection

Male mice were inoculated with either mock or SARS-CoV-2 (MA10) strain of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2, BEI Resources, NR-55329) in a total volume of 50 µL via intranasal administration by ABSL3-trained staff with a dose of 1 × 105 TCID50/mouse to induce viral infection in these animals. Infected mice were observed daily for changes in body weight and clinical signs of illness. After 3 days (3 dpi), the mice were euthanized by CO2 asphyxiation followed by cervical dislocation. The lungs and brains were collected. The right hemisphere was harvested for histology and immunofluorescence, and the left hemisphere for gene expression analysis. One-year-old female BALB/c mice were intranasally infected with 103 PFU SARS-CoV-2 (MA10) under BSL3 conditions at the University of North Carolina at Chapel Hill. Whole brains were harvested for histology and immunofluorescence.

2.3. Gene Expression

Tissues were homogenized in Trizol Lysis Reagent, and RNA was extracted from the left hemisphere of the brain according to RNA extraction kit manufacturer instructions (RNeasy Plus Mini Kit; Qiagen). RNA was converted to cDNA using iScript reverse transcriptase master mix (Bio-Rad, Hercules, CA, USA). Gene expression was carried out with QuantStudio 3 Real-Time PCR Systems (Life Technologies, Carlsbad, CA, USA) using TaqMan PCR Master Mix and premixed primers/probe sets (Thermo Fisher Scientific, Waltham, MA, USA) specific for Il-1β (Mm00434228_m1), IL-6 (Mm00446190_m1), Ocel1 (Mm01349279_m1), Cldn5 (Mm00727012_s1), GFAP (Mm01253033_m1), Tnf-α (Mm00443258_m1), Ccl2 (Mm00441242_m1), Cxcl10 (Mm00445235_m1), and Gapdh (Mm99999915_g1, Control gene) (Life Technologies) for gene expression [20]. Data was analyzed comparing control to SARS-CoV-2 infected mice and are presented as a fold change of control. Subgenomic mRNA encoding the N gene (sgm-N) was quantified using a published assay [20]. The viral copy numbers from the lung samples are represented as copies/100 ng of RNA [21].

2.4. Histology

The tissue of one-year-old female BALB/c mice intranasally infected with 103 PFU of mouse-adapted SARS-CoV-2 (MA10) or mock-infected [16] were stored in 10% phosphate-buffered formalin fixative and processed for paraffin embedding. After paraffin embedding, paraffin sections (5 μm in thickness) were used for hematoxylin and eosin (H&E) stains to identify morphological changes in brains. Slides were scanned with a digital slide scanner (Zeiss Axio Scan; Zeiss, White Plains, NY, USA). Representative photomicrographs at 20× magnification were acquired from whole scanned coronal sections using the Aperio Image Scope software (version 12.3.2.8013, Leica, Buffalo Grove, IL, USA). The number of perivascular cuffing sites was counted from all the mice in each group (uninfected control n = 5; SARS-CoV-2 (MA10)-infected n = 5) and was quantified by a pathological score. Whole specimens were examined by using Aperio Image Scope software to establish a histopathological score in each case.

2.5. SARS-CoV-2 Immunofluorescence

Immunofluorescent analysis was conducted on the brains of one-year-old female BALB/c mice intranasally infected with 103 PFU of mouse-adapted SARS-CoV-2 MA10 or mock infection (detailed experimental protocol as previously described [16]). Paraffin sections (5 μm in thickness) were used, and slides were deparaffinized in xylene and rehydrated through an ethanol series, followed by heat-induced antigen retrieval with high pH antigen unmasking EDTA solution. The slides were washed with PBS with 0.3% Triton X-100 and blocked with 5% normal goat serum for 1 h. Primary antibodies include anti-Iba1, Rabbit (1:1000, Cat# 019-19741, FUJIFILM Wako Pure Chem Corp), and glial fibrillary acidic protein (GFAP) Polyclonal Antibody (1:1000, Cat# PA5-16291, Invitrogen) incubation was achieved at room temperature for 1 h. Slides were then washed, and the primary antibody was detected following 60 min incubation in an appropriate secondary antibody tagged with Alexa Fluor fluorochromes (1:1000) in normal goat serum. After washing in PBS, mounting media with DAPI was used to label the nuclei.

2.6. Statistics

Statistical tests were performed using GraphPad Prism, 9.3.1 version (GraphPad Software, San Diego, CA). Data are presented as mean ± SEM. Significant differences were designated using omnibus one-way ANOVA and, when significant, followed up with two-group planned comparisons selected a priori to probe specific hypothesis-driven questions (saline vs SARS-CoV-2MA10). Statistical significance was taken at the p < 0.05 level.

3. Results

3.1. Effect of Severe Acute Respiratory Syndrome Coronavirus-2 (MA10) Infection on Subgenomic N (Sgm-N) Viral Load in Laboratory Mice

10 12-week-old male C57BL/6J, BALB/c and Rag2−/− mice were inoculated via the intranasal route with mock or SARS-CoV-2 (MA10) strain of SARS-CoV-2 (1 × 105 TCID50) (Figure 1A). At 3 days post-infection (3 dpi), the mice were euthanized, and RNA was isolated from half of the left lung by the Trizol method for gene expression. Lung tissue expression of viral load after 3 dpi with SARS-CoV-2 (MA10) was significantly higher in the lungs of Rag2−/− (8.0 ± 6.0 × 106 copies/100 ng RNA) compared to C57BL/6J (8.6 ± 11.7 × 105 copies/100 ng RNA) infected mice (Figure 1B). Interestingly, we did not detect the virus in the brains of the MA10-infected mice at 3 dpi, the data is added as Supplementary Figure S1. In comparison to C57BL/6J, 10-week-old BALB/c and Rag2−/− mice exhibited more disease and associated weight loss (up to 10–20%), but no mortality after infection in all three groups was observed (Figure 1C,D).

Figure 1.

Figure 1

C57BL/6J mice show less disease severity compared to BALB/c and Rag2−/− mice following mouse-adapted SARS-CoV2 (MA10) infection. (A) Schematic overview of the experimental timeline for 10-week-old male C57BL/6, BALB/c, and Rag2−/− mice. Animals were inoculated via the intranasal route with mock (PBS) or MA10 strain of SARS-CoV-2 (1 × 105 TCID50). Upon 3 days post-infection (3 dpi), mice were euthanized, and RNA isolated from the lung samples by the Trizol method was processed for gene expression. (B) Subgenomic-N viral copies and (C) Percent starting weight loss in SARS-CoV-2 (MA10)-infected C57BL/6 and SARS-CoV-2 (MA10) infected Rag2−/− mice and BALB/c (D) Survival rate. Data were analyzed using 2-factor ANOVA followed by Sidak’s multiple comparisons if more than two groups. The Mann-Whitney U test is used to compare the difference in N viral copies between C57Bl/6J and Rag2−/−. Error bars represent mean +/− SEM, * p < 0.05, n = 4–5/group.

3.2. Cytokine and Chemokine Responses in the Brains of Mouse Adapted Strain of SARS-CoV-2 (MA10) Infected Laboratory Mice

C57BL/6J and BALB/c are the most commonly used background strains for the majority of transgenic mice [22]. The mRNA expression of TNF-α (Figure 2A), IL-1β (Figure 2B), and Cxcl10 (Figure 2C) were not different in the brains of SARS-CoV-2 MA10-infected male C57BL/6J mice. The mRNA expression level of IL-1β and TNFα has shown an increasing trend in Rag2−/− mice following SARS-CoV-2 MA10 infection. However, IL-6 (Figure 2E) was significantly increased in SARS-CoV-2 (MA10)-infected Rag2−/−. Whereas IL-6 (Figure 2F) was significantly increased, TNF-α (Figure 2H) showed an upward trend and no difference in Cxcl10 (Figure 2G) in SARS-CoV-2 MA10-infected BALB/c mice compared with the mock-infected group. Relative to C57BL/6J mock-treated mice, levels of Ccl2 expression were significantly higher in brains of SARS-CoV-2 (MA10)-infected Rag2−/−, but not in SARS-CoV-2 (MA10)-infected C57BL6, male mice as (Figure 2D); Ccl2 expression levels between SARS-CoV-2 (MA10)-infected C57BL/6 and Rag2−/− mice did not differ from each other.

Figure 2.

Figure 2

CNS cytokine and chemokine responses in the brains of mouse-adapted SARS-CoV-2 (MA10) infected laboratory mice. 10-week-old male C57BL/6, BALB/c and Rag2−/− mice were inoculated via the intranasal route with mock or MA10 strain of SARS-CoV-2 (1 × 105 TCID50). Upon 3 days post-infection (3 dpi), mice were euthanized, and RNA was isolated from the left hemisphere for gene expression analysis. (A) TNF-α and (B) IL-1β mRNA expression in brains of SARS-CoV-2 (MA10) infected C57BL/6J mice did not significantly differ from those of mock-infected mice. (C) Cxcl10; (D) Ccl2 and (E) IL-6 expression in brains of SARS-CoV-2 (MA10) infected Rag2−/− mice and C57BL/6J mock-treated mice. (F) IL-6 (G) CxCL10 (H) TNF-α expression in BALB/c mice. (I) 21 days post-infection (21 dpi), male mice were euthanized and analyzed for TNF-α mRNA expression in C57BL/6 mice, SARS-CoV-2 MA10 infected C57BL/6 mice show a trend towards increased TNF-α expression compared to mock-treated mice. IL-6 was significantly increased, and TNF-α showed an upward trend in SARS-CoV-2 MA10-infected BALB/c mice compared with mock-treated mice. Data are presented as mean ± SEM. p values represent mock vs. SARS-CoV-2 (MA10) challenged groups. Significant differences are designated using a two-tailed unpaired student t-test for two groups and one-way ANOVA (for more than two groups). Some of the experiment n = 4 indicates 2 mice were excluded because the dissection of half left hemisphere did not align with other mice. C57BL/6J + Mock n = 5; C57BL/6J + SARS-CoV-2 MA10 n = 4; BALB/c + Mock n = 4–5; BALB/c + SARS-CoV-2 MA10 n = 4–5; Rag2−/− + SARS-CoV-2 MA10 n = 4; * p < 0.05.

3.3. Claudin-5 mRNA Expression Is Decreased, and GFAP Expression Increased in the Brains of Mouse Adapted Strain of SARS-CoV2 (MA10) Infected Mice

Claudin-5 expression as a measure of blood-brain barrier integrity was significantly lower in brains SARS-CoV-2 (MA10) infected C57BL/6J and Rag2−/− (Figure 3A), BALB/c (Figure 3C), male mice compared with mock-treated groups. There is a downward trend in occludin mRNA in BALB/c mice following infection (Figure 3D). Additionally, GFAP expression as a measure of resident immune response was significantly higher in the brains of SARS-CoV-2 (MA10) infected C57BL/6J mice (Figure 3B).

Figure 3.

Figure 3

mRNA expression of Claudin-5 is decreased, and GFAP increased in the brains of mouse-adapted SARS-CoV-2 (MA10) infected mice. 10-week-old male C57BL/6J, BALB/c and Rag2−/− mice were inoculated via the intranasal route with mock or MA10 strain of SARS-CoV-2 (1 × 105 TCID50; Red bar). Upon 3 days post-infection (3 dpi), mice were euthanized, and RNA was isolated from the half-left hemisphere of the brain by the Trizol method for gene expression analysis. (A) Claudin-5 and (B) GFAP mRNA expression in brains of mock or SARS-CoV-2 (MA10) infected C57BL/6 mice, whereas (C) Claudin-5 (D) Occludin expression in BALB/c mice were evaluated. Claudin-5 expression was significantly lower in brains of all SARS-CoV-2 (MA10) infected C57BL/6J, BALB/c and Rag2−/− mice compared with C57BL/6J and BALB/c mock-treated mice. GFAP expression was significantly higher in the brains of SARS-CoV-2 (MA10) infected C57BL/6J mice. Occludin expression (D) showed a downtrend in SARS-CoV-2 MA10-infected BALB/c mice compared with mock-treated mice. Data are presented as mean ± SEM. p values represent mock vs. SARS-CoV-2 (MA10) challenged groups. Significant differences are designated using a two-tailed unpaired student t-test for two groups and one-way ANOVA (for more than two groups). C57BL/6J + Mock n = 5; C57BL/6J + SARS-CoV-2 MA10 n = 5; Rag2−/− + SARS-CoV-2 MA10 n = 5; * p < 0.05, *** p < 0.001, **** p < 0.0001.

3.4. SARS-CoV-2 (MA10) Infection Significantly Increases Iba-1 Positive Microglial Cells in Cortical Region of Brain of 1-Year Old Female BALB/c Mice

1-year-old female BALB/c mice were inoculated intranasally with either saline (black bar) or SARS-CoV-2 (MA10) (1 × 103 PFU/mL) (red bar) as described previously [16,23]. A previous study reported that there is no detectable virus found in the brains of the infected BALB/c mice at the time of peak lung titer 2 days post-infection (2 dpi) [16]. At 2 dpi, the mice were euthanized, and the whole brain was harvested and fixed in 10% phosphate-buffered formalin, followed by embedding in paraffin and sectioning at 4 um thickness. Sequential sections were stained with Iba-1 by immunofluorescence. Representative images of Iba-1 positive microglial cells (Iba1 staining, green) with DAPI as nuclear counterstaining showed that Iba1 levels are highly induced in the cortical region of brains of SARS-CoV-2 (MA10) infected female BALB/c mice (Figure 4A). Quantification of Iba-1 positive microglial cells was significantly higher in SARS-CoV-2 (MA10) infected brains compared with mock infection (Figure 4B). SARS-CoV-2 (MA10) infection showed a trend towards increased GFAP expression in the hippocampus of 12-week old male BALB/c mice after 3 days of infection compared to mock-treated mice (Figure 4C,D).

Figure 4.

Figure 4

SARS-CoV-2 (MA10) infection significantly increases Iba-1 positive microglial cells in the cortex region of the brain in 1-year-old female BALB/c mice. 1-year-old female BALB/c mice were inoculated via the intranasal route with saline (black bar) or SARS-CoV-2 (MA10) strain of SARS-CoV-2 (1 × 103 PFU/mL) (Red bar) (Detailed experimental methods are available in Dinnon et al., 2020; Leist et al., 2021). Upon 2 days post-infection (2 dpi), mice were euthanized, and the whole brain was harvested and fixed in 10% phosphate-buffered formalin, paraffin-embedded and sectioned at 4μm thickness. Sequential sections were stained with Iba-1 by immunofluorescence. (A) Representative images of Iba-1 positive microglial cells (Iba1 staining, green) with DAPI as nuclear counterstaining show high induction in the cortex region of brains of SARS-CoV-2 (MA10) infected female BALB/c mice. (B) Quantification of Iba-1 positive microglial cells was significantly higher in SARS-CoV-2 (MA10) infected brains compared with mock infection. SARS-CoV-2 (MA10) infection increases (C,D) GFAP-positive cells in the hippocampus of 12-week old male BALB/c mice after 3 days of infection. Data are presented as mean ± SEM. p values represent saline vs SARS-CoV-2 (MA10) challenged groups. Significant differences are designated using a two-tailed unpaired student t-test. Saline n = 5; SARS-CoV-2 MA10 n = 6, * p < 0.01. Scale bar: 40× magnification, scale bar  =  25 μm.

3.5. SARS-CoV-2 (MA10) Infection Increases Perivascular Lymphocyte Cuffing in Brains of 1-Year-Old Female BALB/c

Representative H&E-stained brain images demonstrate prominent perivascular lymphocyte cuffing (an indicator of vascular inflammation, yellow arrowheads) at 30 days post-infection (30 dpi) in SARS-CoV-2 (MA10) infected female mice (Figure 5A). Quantification of the percent of each group of animals (Saline n = 4; SARS-CoV-2 (MA10) n = 6) with any detectable perivascular lymphocyte cuffing at 30 days post-infection were performed as labeled. Chi-Square trend analysis of the proportion of mice displaying detectable perivascular lymphocyte cuffing across time (dpi 2, 7,15, and 30) in each group separately (mock- vs SARS-CoV-2 (MA10)-infected) was significant only in SARS-CoV-2 (MA10)-infected mice [χ2 trend: 5.41, p = 0.020] (Figure 5B); no such change was detected in mock-infected mice. Visual inspection of the graph indicates that the proportion of SARS-CoV-2 (MA10)-infected mice displaying perivascular lymphocyte cuffing increased as time progressed.

Figure 5.

Figure 5

SARS-CoV-2 (MA10) infection increases perivascular lymphocyte cuffing in the brains of BALB/c mice. 1-year-old female mice were infected as in Figure 3. (A) Representative H&E-stained brain images as labeled demonstrate significant perivascular lymphocyte cuffing (yellow arrowheads) at 30 days (30 dpi) post-infection SARS-CoV-2 (MA10) infected female mice. Scale bar = 20 μm. (B) Quantification of the percent of each group of animals (Saline n = 4; MA10 n = 6) with any detectable perivascular lymphocyte cuffing at various days post-infection as labeled. A total of saline n = 16 and MA10 n = 24 were included in the study. Saline n = 4; MA10 n = 6 was euthanized at each time point (each group of animals), and all mice were undergone for histological analysis. Graphs represent only the percent of each group of animals that showed positive for histopathological symptoms of perivascular lymphocyte cuffing. Chi-Square trend analysis shows a significant change in the portion of mice with detectable perivascular lymphocytic cuffing over time only in SARS-CoV-2 (MA10)-infected mice.

4. Discussion

Suitable animal models for the study of SARS-CoV-2 pathophysiology are important tools in the development of novel therapeutics and in understanding fundamental biological mechanisms of how COVID-19 may affect neurological function over time. As the full extent of the neuropathological changes induced by SARS-CoV-2 is currently unknown, with limited availability of relevant animal models, we sought to characterize the pathological changes induced in the brain after acute and chronic infection with a novel mouse-adapted SARS-CoV-2 (MA10) in the standard laboratory or immunocompromised mice. As this model has been shown to recapitulate disease course and severity in mice comparable to that in humans [16,24], we analyzed key markers in the brain relevant to immune and vascular function after successful viral inoculation.

The study demonstrated that SARS-CoV-2 (MA10) infection did not cause any mortality in 10-week-old C57BL/6, BALB/c, and Rag2−/− mice, although there is an increase in pulmonary viral load and increased weight loss in C57BL/6, BALB/c and Rag2−/− mice. Consistently, we have previously shown elevated pulmonary viral load in BALB/c mice following MA10 infection [16]. However, Leist et al. reported that SARS-CoV-2 (MA10) infection causes mortality in BALB/c and C57BL/6 mice in an age-dependent manner [16]. Quantitative real-time PCR analysis of key inflammatory mediators demonstrated that SARS-CoV-2 (MA10) infection elevated cytokine IL-6 in BLAB/c and chemokine Ccl2 expression in Rag2−/− mice in comparison with mock-treated mice. Rag2−/− mice have smaller lymphoid organs (mature B or T lymphocytes), lack functional B and T cells, and display a stunted adaptive immune response [18]. As Ccl2 acts to recruit immune cells to sites of inflammation after injury [25], this suggests that SARS-CoV-2 acts independently of antigen recognition produce these effects. In addition, SARS-CoV-2 (MA10) infection increased blood-brain barrier permeability, evidenced by reduced claudin 5 mRNA expression in C57BL/6, BALB/c, and Rag2−/− mice and increased GFAP mRNA expression indicating astrogliosis, which broadly supports the hypothesis that SARS-CoV-2 induces a neuroinflammatory phenotype as found in previous studies using the hACE2 over-expressing K18 mouse model [26,27,28], rendering the brain susceptible to infection-induced dysfunction.

In our previous study, we observed that 1-year-old mice were highly susceptible to SARS-CoV-2 MA10, with high morbidity and nearly 100% mortality when infected with 104 and 105 PFU [16]. This might be due to SARS-CoV-2 and other emerging human coronaviruses exhibiting an age-dependent increase in disease severity [16]. Hence we aimed to determine whether increased age had any bearing on the effects on the brain of COVID infection. We observed SARS-CoV-2 (MA10) infection-induced neuroinflammation in one-year-old female BALB/c mice as shown by increased ionized calcium-binding adapter molecule 1 (Iba-1) immunoreactivity, demonstrating elevated microglial activation even at 2 days post-infection. Elevated pulmonary inflammation and tissue damage were already reported in BALB/c mice following SARS-CoV-2 (MA10) infection [16]. Further, SARS-CoV-2 (MA10) elevated perivascular accumulation of lymphocytes within the brain was consistent with an immune and inflammatory response typical of viral infection of BALB/c mice [29,30,31].

Although COVID-19-associated neurovascular manifestations are of major concern among the scientific community, only limited studies have been conducted to date in this regard. Substantial evidence of the neurological manifestation of SARS-CoV-2 infection in non-human primates has been reported recently by our group [32]. Consistent with our findings, elevated neuroinflammation, microglial activation, and perivascular cuffing were observed in the brains of aged non-human primates. In addition, Kaufer et al. demonstrated that SARS-CoV-2 infection augments microglial activation in olfactory bulbs following acute infection in Syrian golden hamsters [33]. They also found that SARS-CoV-2 infection-induced neurodegeneration 14 dpi, as demonstrated by increased hyperphosphorylated tau and alpha-synuclein in cortical neurons, underlines the long COVID-19 neurological manifestation [33].

In summary, our findings demonstrate that SARS-CoV-2 (MA10) infection induces neuropathology in common laboratory mice, although it is primarily a pulmonary infection. These observations also suggest that laboratory mice infected with SARS-CoV-2 (MA10) recapitulate multiple aspects of SARS-CoV-2 mediated neuropathogenesis (Figure 6) found in humans and may serve as a suitable model to study the neurological manifestation of SARS-CoV-2 infection. Hence, the SARS-CoV-2 (MA10) infected mouse model can be used to understand neuroinflammation and associated blood-brain barrier disruption by SARS-CoV-2 infection that may have a negative impact on cognitive function. Being an initial study, our evaluations are limited to a few inflammatory mediators and histological evaluations and warrant further cross-sectional studies on pathophysiological mechanisms of SARS-CoV-2 (MA10) associated neurovascular damage. In addition, long-term experimental studies are needed to assess the consequences of SARS-CoV-2 (MA10) infection on functional neurovascular outcomes. Future studies with this model may allow for the testing of therapeutic compounds against SARS-CoV-2.

Figure 6.

Figure 6

Intranasal administration of SARS-CoV-2 (MA10) upon accumulation in the mice upregulates Ccl2 and Il-1β, activates microglia, induces perivascular lymphocyte cuffing, promotes astrocyte accumulation, triggers a loss of tight junction protein claudin-5. These neuroinflammatory events mediate cerebrovascular pathology in the mice infected with SARS-CoV-2 (MA10). (https://biorender.com/ accessed on 30 October 2022).

Acknowledgments

We thank Angela Birnbaum and the members of the BSL3 services team at Tulane University for their assistance with the experiments. SARS-CoV-2 (MA10) used at Tulane was obtained as a seed stock through BEI Resources, NIAID, and NIH (contributed by Ralph Baric).

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/v15010114/s1, Figure S1: Sub-genomic viral load in of C57BL/6, Rag−/− and BALB/c mice 3 days after MA10 infection.

Author Contributions

Conceptualization, G.B.; methodology, N.A., T.E.G., S.I., A.S., S.R.L., E.B.E.-C., K.H.D.III, X.Q., N.J.M., J.K.K., R.S.B. and G.B; validation, N.A., T.E.G. and A.S.; formal analysis, N.A. and E.B.E.-C.; resources and statistical analyses, G.B.; writing—original draft preparation, N.A., S.I. and T.E.G.; writing—review and editing, N.A., T.E.G., S.I. and G.B.; funding acquisition, G.B. All authors have read and agreed to the published version of the manuscript.

Institutional Review Board Statement

The animal study was approved by the Institutional Animal Care and Use Committee at Tulane University.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data are contained within the article.

Conflicts of Interest

The authors declare no conflict of interest.

Funding Statement

This work was supported by Tulane University start-up funds (G.B.), NIH grant AI110700 (R.S.B.), and NIH/NIMH K01 MH117343 (E.B.E.-C.). This work was also supported in part by the following P51 OD011104/OD/NIH HHS/United States (N.J.M. and X.Q.), and AHA962950 (X.Q. and J.K.K.), NIH grants R35HL139930 (J.K.K.), U54CA260581 (J.K.K.) as well as a grant from Emergent Ventures and the Paul Bechtner Foundation (J.K.K.).

Footnotes

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References

  • 1.Amruta N., Chastain W.H., Paz M., Solch R.J., Murray-Brown I.C., Befeler J.B., Gressett T.E., Longo M.T., Engler-Chiurazzi E.B., Bix G. SARS-CoV-2 mediated neuroinflammation and the impact of COVID-19 in neurological disorders. Cytokine Growth Factor Rev. 2021;58:1–15. doi: 10.1016/j.cytogfr.2021.02.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Sanyaolu A., Okorie C., Marinkovic A., Patidar R., Younis K., Desai P., Hosein Z., Padda I., Mangat J., Altaf M. Comorbidity and its Impact on Patients with COVID-19. SN Compr. Clin. Med. 2020;2:1069–1076. doi: 10.1007/s42399-020-00363-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Klein R., Soung A., Sissoko C., Nordvig A., Canoll P., Mariani M., Jiang X., Bricker T., Goldman J., Rosoklija G., et al. COVID-19 induces neuroinflammation and loss of hippocampal neurogenesis. Res. Sq. 2021 doi: 10.21203/rs.3.rs-1031824/v1. [DOI] [Google Scholar]
  • 4.Wang Q., Davis P.B., Gurney M.E., Xu R. COVID-19 and dementia: Analyses of risk, disparity, and outcomes from electronic health records in the US. Alzheimers Dement. 2021;17:1297–1306. doi: 10.1002/alz.12296. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Wu Y., Xu X., Chen Z., Duan J., Hashimoto K., Yang L., Liu C., Yang C. Nervous system involvement after infection with COVID-19 and other coronaviruses. Brain Behav. Immun. 2020;87:18–22. doi: 10.1016/j.bbi.2020.03.031. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Dube M., Le Coupanec A., Wong A.H.M., Rini J.M., Desforges M., Talbot P.J. Axonal Transport Enables Neuron-to-Neuron Propagation of Human Coronavirus OC43. J. Virol. 2018;92:e00404-18. doi: 10.1128/JVI.00404-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Meinhardt J., Radke J., Dittmayer C., Franz J., Thomas C., Mothes R., Laue M., Schneider J., Brunink S., Greuel S., et al. Olfactory transmucosal SARS-CoV-2 invasion as a port of central nervous system entry in individuals with COVID-19. Nat. Neurosci. 2021;24:168–175. doi: 10.1038/s41593-020-00758-5. [DOI] [PubMed] [Google Scholar]
  • 8.Bleau C., Filliol A., Samson M., Lamontagne L. Brain Invasion by Mouse Hepatitis Virus Depends on Impairment of Tight Junctions and Beta Interferon Production in Brain Microvascular Endothelial Cells. J. Virol. 2015;89:9896–9908. doi: 10.1128/JVI.01501-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Nalbandian A., Sehgal K., Gupta A., Madhavan M.V., McGroder C., Stevens J.S., Cook J.R., Nordvig A.S., Shalev D., Sehrawat T.S., et al. Post-acute COVID-19 syndrome. Nat. Med. 2021;27:601–615. doi: 10.1038/s41591-021-01283-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Renn M., Bartok E., Zillinger T., Hartmann G., Behrendt R. Animal models of SARS-CoV-2 and COVID-19 for the development of prophylactic and therapeutic interventions. Pharmacol. Ther. 2021;228:107931. doi: 10.1016/j.pharmthera.2021.107931. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Sun S.H., Chen Q., Gu H.J., Yang G., Wang Y.X., Huang X.Y., Liu S.S., Zhang N.N., Li X.F., Xiong R., et al. A Mouse Model of SARS-CoV-2 Infection and Pathogenesis. Cell Host Microbe. 2020;28:124–133.e124. doi: 10.1016/j.chom.2020.05.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Qin Z., Liu F., Blair R., Wang C., Yang H., Mudd J., Currey J.M., Iwanaga N., He J., Mi R., et al. Endothelial cell infection and dysfunction, immune activation in severe COVID-19. Theranostics. 2021;11:8076–8091. doi: 10.7150/thno.61810. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Tseng S.H., Lam B., Kung Y.J., Lin J., Liu L., Tsai Y.C., Ferrall L., Roden R.B.S., Wu T.C., Hung C.F. A novel pseudovirus-based mouse model of SARS-CoV-2 infection to test COVID-19 interventions. J. Biomed. Sci. 2021;28:34. doi: 10.1186/s12929-021-00729-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Hassan A.O., Case J.B., Winkler E.S., Thackray L.B., Kafai N.M., Bailey A.L., McCune B.T., Fox J.M., Chen R.E., Alsoussi W.B., et al. A SARS-CoV-2 Infection Model in Mice Demonstrates Protection by Neutralizing Antibodies. Cell. 2020;182:744–753.e744. doi: 10.1016/j.cell.2020.06.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Caldera-Crespo L.A., Paidas M.J., Roy S., Schulman C.I., Kenyon N.S., Daunert S., Jayakumar A.R. Experimental Models of COVID-19. Front. Cell Infect. Microbiol. 2021;11:792584. doi: 10.3389/fcimb.2021.792584. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Leist S.R., Dinnon K.H., 3rd, Schafer A., Tse L.V., Okuda K., Hou Y.J., West A., Edwards C.E., Sanders W., Fritch E.J., et al. A Mouse-Adapted SARS-CoV-2 Induces Acute Lung Injury and Mortality in Standard Laboratory Mice. Cell. 2020;183:1070–1085.e1012. doi: 10.1016/j.cell.2020.09.050. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Gu H., Chen Q., Yang G., He L., Fan H., Deng Y.Q., Wang Y., Teng Y., Zhao Z., Cui Y., et al. Adaptation of SARS-CoV-2 in BALB/c mice for testing vaccine efficacy. Science. 2020;369:1603–1607. doi: 10.1126/science.abc4730. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Shinkai Y., Rathbun G., Lam K.P., Oltz E.M., Stewart V., Mendelsohn M., Charron J., Datta M., Young F., Stall A.M., et al. RAG-2-deficient mice lack mature lymphocytes owing to inability to initiate V(D)J rearrangement. Cell. 1992;68:855–867. doi: 10.1016/0092-8674(92)90029-C. [DOI] [PubMed] [Google Scholar]
  • 19.Currey J.M., Rabito F., Maness N.J., Blair R.V., Rappaport J., Qin X., Kolls J.K., Srivastava A.K. C57BL/6J Mice Are Not Suitable for Modeling Severe SARS-CoV-2 Beta and Gamma Variant Infection. Viruses. 2022;14:966. doi: 10.3390/v14050966. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Amruta N., Engler-Chiurazzi E.B., Murray-Brown I.C., Gressett T.E., Biose I.J., Chastain W.H., Befeler J.B., Bix G. In Vivo protection from SARS-CoV-2 infection by ATN-161 in k18-hACE2 transgenic mice. Life Sci. 2021;284:119881. doi: 10.1016/j.lfs.2021.119881. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Han K., Blair R.V., Iwanaga N., Liu F., Russell-Lodrigue K.E., Qin Z., Midkiff C.C., Golden N.A., Doyle-Meyers L.A., Kabir M.E., et al. Lung Expression of Human Angiotensin-Converting Enzyme 2 Sensitizes the Mouse to SARS-CoV-2 Infection. Am. J. Respir. Cell Mol. Biol. 2021;64:79–88. doi: 10.1165/rcmb.2020-0354OC. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Bryant C.D. The blessings and curses of C57BL/6 substrains in mouse genetic studies. Ann. N. Y. Acad. Sci. 2011;1245:31–33. doi: 10.1111/j.1749-6632.2011.06325.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Dinnon K.H., 3rd, Leist S.R., Schafer A., Edwards C.E., Martinez D.R., Montgomery S.A., West A., Yount B.L., Jr., Hou Y.J., Adams L.E., et al. A mouse-adapted model of SARS-CoV-2 to test COVID-19 countermeasures. Nature. 2020;586:560–566. doi: 10.1038/s41586-020-2708-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Dinnon K.H., Leist S.R., Okuda K., Dang H., Fritch E.J., Gully K.L., De la Cruz G., Evangelista M.D., Asakura T., Gilmore R.C., et al. A model of persistent post SARS-CoV-2 induced lung disease for target identification and testing of therapeutic strategies. bioRxiv. 2022 doi: 10.1101/2022.02.15.480515. [DOI] [Google Scholar]
  • 25.Carr M.W., Roth S.J., Luther E., Rose S.S., Springer T.A. Monocyte chemoattractant protein 1 acts as a T-lymphocyte chemoattractant. Proc. Natl. Acad. Sci. USA. 1994;91:3652–3656. doi: 10.1073/pnas.91.9.3652. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Kumari P., Rothan H.A., Natekar J.P., Stone S., Pathak H., Strate P.G., Arora K., Brinton M.A., Kumar M. Neuroinvasion and Encephalitis Following Intranasal Inoculation of SARS-CoV-2 in K18-hACE2 Mice. Viruses. 2021;13:132. doi: 10.3390/v13010132. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Carossino M., Montanaro P., O’Connell A., Kenney D., Gertje H., Grosz K., Ericsson M., Huber B.R., Subramaniam S., Kirkland T.A., et al. Fatal neuroinvasion and SARS-CoV-2 tropism in K18-hACE2 mice is partially independent on hACE2 expression. bioRxiv. 2021 doi: 10.1101/2021.01.13.425144. [DOI] [Google Scholar]
  • 28.Song E., Zhang C., Israelow B., Lu-Culligan A., Prado A.V., Skriabine S., Lu P., Weizman O.E., Liu F., Dai Y., et al. Neuroinvasion of SARS-CoV-2 in human and mouse brain. J. Exp. Med. 2021;218:e20202135. doi: 10.1084/jem.20202135. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Hsueh C., Jung S.M., Shih S.R., Kuo T.T., Shieh W.J., Zaki S., Lin T.Y., Chang L.Y., Ning H.C., Yen D.C. Acute encephalomyelitis during an outbreak of enterovirus type 71 infection in Taiwan: Report of an autopsy case with pathologic, immunofluorescence, and molecular studies. Mod. Pathol. 2000;13:1200–1205. doi: 10.1038/modpathol.3880222. [DOI] [PubMed] [Google Scholar]
  • 30.Dutton C.J., Quinnell M., Lindsay R., DeLay J., Barker I.K. Paraparesis in a polar bear (Ursus maritimus) associated with West Nile virus infection. J. Zoo Wildl. Med. 2009;40:568–571. doi: 10.1638/2008-0121.1. [DOI] [PubMed] [Google Scholar]
  • 31.Liu D., Wang X., Wang Y., Wang P., Fan D., Chen S., Guan Y., Li T., An J., Luan G. Detection of EBV and HHV6 in the Brain Tissue of Patients with Rasmussen’s Encephalitis. Virol. Sin. 2018;33:402–409. doi: 10.1007/s12250-018-0063-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Rutkai I., Mayer M.G., Hellmers L.M., Ning B., Huang Z., Monjure C.J., Coyne C., Silvestri R., Golden N., Hensley K., et al. Neuropathology and virus in brain of SARS-CoV-2 infected non-human primates. Nat. Commun. 2022;13:1745. doi: 10.1038/s41467-022-29440-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Kaufer C., Schreiber C.S., Hartke A.S., Denden I., Stanelle-Bertram S., Beck S., Kouassi N.M., Beythien G., Becker K., Schreiner T., et al. Microgliosis and neuronal proteinopathy in brain persist beyond viral clearance in SARS-CoV-2 hamster model. eBioMedicine. 2022;79:103999. doi: 10.1016/j.ebiom.2022.103999. [DOI] [PMC free article] [PubMed] [Google Scholar]

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