Abstract
Human norovirus (HuNoV) is an enteric infectious pathogen belonging to the Caliciviridae family that causes occasional epidemics. Circulating alcohol-tolerant viral particles that are readily transmitted via food-borne routes significantly contribute to the global burden of HuNoV-induced gastroenteritis. Moreover, contact with enzymes secreted by other microorganisms in the environment can impact the infectivity of viruses. Hence, understanding the circulation dynamics of Caliciviridae is critical to mitigating epidemics. Accordingly, in this study, we screened whether environmentally abundant secretase components, particularly proteases, affect Caliciviridae infectivity. Results showed that combining Bacillaceae serine proteases with epsilon-poly-l-lysine (EPL) produced by Streptomyces—a natural antimicrobial—elicited anti-Caliciviridae properties, including against the epidemic HuNoV GII.4_Sydney_2012 strain. In vitro and in vivo biochemical and virological analyses revealed that EPL has two unique synergistic viral inactivation functions. First, it maintains an optimal pH to promote viral surface conformational changes to the protease-sensitive structure. Subsequently, it inhibits viral RNA genome release via partial protease digestion at the P2 and S domains in the VP1 capsid. This study provides new insights regarding the high-dimensional environmental interactions between bacteria and Caliciviridae, while promoting the development of protease-based anti-viral disinfectants.
Similar content being viewed by others
Introduction
Natural environments contain a multitude of diverse microorganisms, the delicate interactions among which greatly impact all living things, including humans, whether latent or overt, direct or indirect1. Hence, an in-depth understanding of the interkingdom interactions between viruses and bacteria—representative microorganisms—is necessary to fully characterize the complex life cycles of viruses in nature1.
The development of whole genome sequencing has led to the elucidation of communication networks between enteric viruses and bacteria2. One such virus is human norovirus (HuNoV), which is a non-enveloped virus belonging to the Caliciviridae family that causes diarrhea and vomiting in humans and is transmitted primarily via the fecal–oral route. However, contamination of food products, such as clams and farmed oysters, has also led to HuNoV outbreaks3.In fact, occasional HuNoV epidemics continued to occur during the pandemic caused by severe acute respiratory syndrome coronavirus 2 despite the strict infection control measures4,5. The abundance of HuNoV genomes within rivers has been closely associated with the prevalence of HuNoV infection6. These infectious particles are assumed to reach rivers and oceans through sewage, where they are maintained in the natural environment.
Recently, sewage treatment systems have been used to monitor the circulating viruses within natural environments and communities7. Indeed, the safe and effective treatment of wastewater is key to preventing the spread of infectious enteric viruses. One sustainable and efficient sewage treatment strategy is the application of activated sludge8 containing myriad products produced by the rich microflora including Bacteroidota (Bacteroidetes), Chloroflexota (Chloroflexi), Actinomycetota (Actinobacteria), and Bacillota (Firmicutes)9. The abundance and activity of these phyla are positively correlated with improved pollutant removal efficiency10. In particular, increasing the proportion of Bacillus spp. in activated sludge improves sewage purification treatment capacity due to their abundant secretion of proteases11. Moreover, proteases produced by anaerobic bacteria reportedly reduce the abundance of poliovirus particles2,12,13,14. Additionally, Streptomyces spp. (Actinomycetota) produce ε-poly-l-lysine (EPL), which is a polycationic biopolymer with broad spectrum antimicrobial activity that is used as a food preservative. EPL elicits immune regulatory effects in host cells and is highly safe for human consumption15,16. Hence, Caliciviridae, including HuNoV, may also be affected by bacterial enzyme secretions; however, the associated molecular mechanisms have not been investigated.
In this study, we analyzed the effects of combining various bacterial-derived substances on the life cycle of Caliciviridae. Specifically, we screened the susceptibility of Caliciviridae to different combinations of EPL and proteases, investigated its underlying molecular mechanism, and predicted high-dimensional interactions between the anaerobic microbiome and Caliciviridae in the natural system.
Results
Serine proteases with EPL inactivate Caliciviridae
First, we evaluated whether the bacterial proteases inhibited feline calicivirus (FCV) and mouse norovirus (MNV), a HuNoV surrogate (Fig. 1A,B and Table 1). We confirmed that 0.1% (w/v) protease did not affect with cell morphology and cell viability (Fig. S1). Among the proteases, the Bacillaceae serine proteases inactivated FCV and MNV in the presence of epsilon-poly-l-lysine (EPL). In contrast, metallo- and cysteine proteases and peptidases had no or weak anti-MNV and anti-FCV activities. Moreover, EPL had the most potent synergistic anti-FCV effect among the alpha-linked polycationic biopolymers, including alpha-linked poly-l-lysine (PLL), poly-l-arginine (PLA), poly-l-histidine (PLH), and protamine—an arginine-rich polypeptide—with natto extracts (NEs), comprised largely of natto kinase (NK)—a serine protease of Bacillus subtilis natto (Fig. 1C). Additionally, the combination of the bacterial serine protease (protin SD-AY10F; AY) produced by Bacillus licheniformis and EPL inhibited 99.998% of FCV infectivity in artificial seawater in a time-dependent manner (Fig. 1D).
We also assessed whether the combination of serine proteases and EPL elicited inhibitory effects against infection in vivo (Fig. 2A). After treatment with AY and EPL for 1 h, no infectious MNV was detected on day 1 post-virus administration (Fig. 2B). In addition, VP1—a major capsid protein17—was digested following treatment with EPL and AY (Fig. 2C).
To confirm the anti-viral efficacy of combined proteases and EPL against human pathogens, we assessed the replication of HuNoV GII.4_Syndeny_2012—a pandemic strain18 (Fig. 2D). No cell damage was observed after adding serine protease inhibitor while efficient VP1 digestion was observed using Bioprase OP (OP) (Fig. S2). Thus, we used OP for HuNoV GII. 4. Results showed a significant dose-dependent reduction in replication following OP and EPL treatment of induced pluripotent stem cell-derived small intestinal epithelial cells (iPSC-SIECs)19 (Fig. 2E). That is, a 71% decrease in intact VP1 was observed after OP (10 μg) and EPL treatment (Fig. 2F). However, no change was observed in microvilli structure or cell surface morphology in iPSC-SIEC after EPL or OP treatment (Fig. 2G). Thus, combining Bacillaceae serine proteases and EPL can inactive Caliciviridae viruses, including HuNoV.
Conformational changes are induced in the capsid structure by combined serine proteases and EPL
Using biochemical approaches, we investigated the mechanism by which serine proteases in combination with EPL reduced the infectious FCV titer. To this end, we generated a deficient mutant of NK protease activity at the S3 site20 (Fig. 3A). Upon treating FCV with a supernatant containing NK or its mutants from B. subtilis RIK 1285 strains, anti-FCV activity was observed, which further corroborated with the degradation of VP1 observed in the western blotting. The anti-FCV potency and NK protease activity in the mutants were strongly correlated; the L126D and L126E mutants lost their FCV inactivation ability even in the presence of EPL. The NK protease activity was consistent with VP1 degradation (Fig. 3B). In addition, PMSF—a serine protease inhibitor—negated the anti-FCV activity and VP1 degradation of NEs and EPL (Fig. S3). Furthermore, to verify the destruction of the capsid structure following interaction with the protease and EPL, intact viral particles were isolated via size exclusion chromatography and detected by western blotting using anti-FCV VP1. The degradation of VP1 was time-dependent following NK treatment (Fig. 3C, Fig. S4); a digested VP1 fragment of approximately 37 kDa was detected after 15 min of incubation. Furthermore, nanoparticle tracking analysis showed that EPL or NK alone induced a slight particle number reduction but showed a diameter distribution comparable to that of the purified FCV particle (Fig. 3D). In contrast, compared with the control FCV, co-incubation with NK and EPL resulted in a 6.92-fold decrease in particle number and a further dramatic shift in diameter to approximately 355 nm (Fig. 3D). In addition, transmission electron microcopy analysis showed that compared with untreated 30 nm FCV particles, treatment with NK with EPL caused viral particle distortion and aggregation (Fig. 3E). Similarly, the diameter of FCV treated with NK and EPL was widely distributed compared with that of untreated FCV, FCV treated with EPL, or FCV treated with NK alone (Fig. 3F). Therefore, serine proteases in combination with EPL might contribute to the induction of morphological changes in viral particles through capsid protein digestion.
EPL induces conformational changes in the capsid to a protease-sensitive form
Based on the unique and pivotal synergistic effect of EPL (Fig. 1), we hypothesized three possible functions of EPL that could enhance Caliciviridae sensitivity to serine proteases. First, EPL accelerates the proteolytic activity of serine proteases. Second, EPL acts as a buffering agent for alkaline pH because it is a highly cationic biopolymer (pKa = 9)21; the optimal pH for serine proteases is generally 8–10. Third, EPL induces a conformational change in the capsid, making it more sensitive to serine proteases.
Initially, no change in the proteolytic activity of NK was observed irrespective of EPL treatment (Fig. S5A). Although sterilized water containing NEs had a neutral pH of 7.0, the EPL suspension shifted to an alkaline pH between 7.5 and 8, dependent on the EPL volume (Fig. S5B). The FCV titer was measured in pH-adjusted HEPES buffer in NEs without EPL, which clearly decreased at pH 8, consistent with the observed VP1 degradation (Fig. S5C,D). These results suggest that FCV inactivation is highly dependent on pH conditions as alkaline pH accelerated the serine protease-mediated FCV inactivation. This observation supports the second hypothesis.
Finally, we investigated the third possibility that EPL induces capsid conformational changes using a 25-mM HEPES containing buffer with pH fixed at 7.5. Exogenous addition of 0.01% (w/v) of EPL did not affect the pH (Fig. 4A). Infectious FCVs were detected after 30 min of incubation with NK, which was consistent with anti-FCV potency using NEs at pH 7.5 (Fig. S5C). Whereas the combination with EPL in a pH-fixed condition markedly reduced infectivity within 5 min (Fig. 4B). VP1 was immediately digested by NK combined with EPL by the 5 min time point (Fig. 4C). To detect structural changes in the capsid with high sensitivity, we used the hydrophobic probe 8-anilinonaphthalene-1-sulfonate (ANS), and quantified the fluorescence intensity. The peak intensity of the purified FCV capsid without EPL was measured at a wavelength of 484 nm (Fig. 4D, blue). Upon incubation with EPL, the peak shifted to 10 nm, and the intensity decreased (Fig. 4D, red). These results indicate that EPL induces conformational changes in the capsid to a protease-sensitive form, which proves the third hypothesis.
Combined serine proteases and EPL suppress RNA release from the capsid by cleaving specific sites in the P2 and S domains
To better understand the virological inactivation mechanisms of the serine proteases in combination with EPL, we investigated the replication kinetics of Caliciviridae. We chose the NEs containing NK and AY for FCV and MNV, respectively, to identify a common inactivation mechanism for the serine protease class. In addition, we compared different reaction conditions for FCV and MNV (i.e. only NEs treatment as a control for FCV, and EPL treatment as a control for MNV). Due to differences in the time to onset of cytopathic effect (CPE) causing viral replication in the cell, we quantified the viral genome up to 8 h and 24 h for FCV and MNV, respectively. NEs and AY with EPL impaired FCV and MNV replication (Fig. 5A,B). Owing to inactivation by the serine protease and EPL combination, no FCV VP1 was observed via western blotting and immunofluorescence analysis at 4 h post-infection (Fig. 5C,D). These results suggest that the proteolysis of capsid proteins could affect any of the first three steps of the viral life cycle (i.e., attachment, entry, and uncoating). Therefore, virus attachment and internalization were next quantified by detecting the viral genome after being incubated with cells at 4 °C for 1 h and recovered at 37 °C for 1 h (Fig. 5E). Neither NEs nor AY with EPL affected virus attachment. Similarly, the internalization of FCV after NEs and EPL treatment were comparable (Fig. 5F–I). In contrast, although internalized MNV was significantly reduced after AY and EPL treatment, there were slight changes compared to a reduction of infectious virus particles (Fig. 1A), suggesting serine proteases and EPL combination would affect the uncoating step. Thus, we analyzed the uncoating ability of FCV capsids in vitro. The RNA genome is released from the capsid upon conformational changes in capsid proteins such as VP1 and VP2 under acidic conditions during virus receptor binding22. The RNA fluorescent probe detected the real-time kinetics of genome release from the capsid during hJAM-1 receptor binding (Fig. 5J), indicating that the RNA genome was released. In contrast, the fluorescence intensity and area under the curve after treatment with NEs and EPL were comparable to those for the control buffer alone (Fig. 5J).
Finally, to identify the position of the protease cleavage in the capsid, N-terminal amino acid sequencing of the fragments was performed (Fig. 6A). SDS-PAGE analysis showed that proteolysis by NK with EPL produced three fragments, named #1 (~ 55 kDa), #2 (> 30 kDa), and #3 (20–30 kDa). The anti-FCV VP1 antibody was created from the recombinant protein containing the S domain and a portion of the P1/P2 domains (1–326 amino acids) and recognized degradation products #1 and #2 (Figs. 6B and S6A). In contrast, fragment #3 was not detected via western blotting. Based on the N-terminal amino acid sequencing results, #3 was identified as NTNFK in the P2 domain (Figs. 6 and S6A). In contrast, #1 and #2 had the same sequence as SVDSE in the S domain. These results suggest that the FCV VP1 fragments #1–3 were aligned (Fig. S6B). To map the #1–3 sequence to the 3D structure of FCV VP1 (Figs. 6C and S6C–F), the #3 of the NK cleavage site was located near the flexible loop in the P2 domain. Hence, capsid cleavage by serine proteases with EPL inhibited RNA genome release from the virus particles.
Discussion
In this study, we demonstrated how combinations of bacterial secretions affect Caliciviridae viruses, including the HuNoV life cycle. The most effective combinations of serine proteases and EPL are produced by the Bacillaceae and Streptomyces families, belonging to the Bacillota and Actinomycetota phyla, respectively. These phyla are abundant in sewage sludge23 and are related to sewage purification efficacy24. Based on the results of the current study, the mechanism by which combined serine proteases and EPL are applicative for removing Caliciviridae from the environment primarily involves the cleavage of viral capsid proteins and the subsequent release dysfunction of the RNA genome. Ultimately, contact between Caliciviridae, Bacillota, and Actinomycetota may influence the Caliciviridae replication cycle in nature.
Streptomyces cationic EPL interacts with negatively charged molecules, such as the phosphate group in the gram-negative bacterial outer-membrane lipopolysaccharide or bacterial and fungal cellular membrane phospholipids, resulting in membrane disruption in a detergent-like manner15,21,25. Considering the electrostatic surface potentials on FCV, the capsid has a negatively charged pocket between the A–B and C–C dimers located in the NK cleavage site on the P2 domain (Fig. S6E,F), suggesting that “straight-shaped” EPL might become inserted into the pocket, triggering surface conformational changes to a serine protease-sensitive form.
Caliciviridae viruses enter cells by binding to viral receptors such as CD300lf for MNV and fJAM-1 for FCV22,26,27. Subsequently, the RNA genome is released into the cytoplasm in its uncoated form owing to the rearrangement of the capsid structure22. Within the Caliciviridae life cycle, the RNA-releasing ability was significantly inhibited by the combination of serine proteases and EPL, indicating an apparent delay in genome replication. Structural analysis revealed that the NK cleavage site on the P2 domain closely localized to the loop at the 438–448 position, which was released by binding JAM-1, the driving force of the conformational changes in the capsid structure (Fig. S6C,D)22. Among the cationic amino acid polymers, only EPL showed an alkaline shift. These results correlated with the chemical properties, as the pKa of EPL was 921, and alkaline pH induces a change in the capsid structure28.
The mechanism of the synergistic effects of EPL and bacterial serine proteases on Caliciviridae infectivity is as follows: EPL maintains the optimal alkaline pH for the serine protease, promoting a conformational change in the capsid to a protease-sensitive form; the serine proteases then degrade the capsid, preventing release of the RNA genome into the cytoplasm. Overall, the EPL and the serine proteases interfere with Caliciviridae replication (Fig. 6D).
Agricultural soils are known to inactivate enteric viruses29. EPL is produced by the abundant Streptomyces in the soil as well as by various other bacteria in soil and seawater16. Additionally, the Bacillaceae family produces numerous serine proteases and are abundant in soil. Bacterial extracellular compounds such as lipopolysaccharides and peptidoglycans save the enterovirus infectivity30. Enterovirus, including enterovirus 71 (EV71) and Coxsachievirus-A9 virus, are inactivated by bacterial serine proteases in lake water2. Similarly, enveloped and non-enveloped viruses are inactivated by bacterial proteases12,13,14. For example, the serine protease alcalase can inactivate rotavirus, a member of the Reoviridae family, that causes diarrhea13. Meanwhile, pronase—a protease mixture produced by Streptomyces griseus—inhibits Coxsackievirus A9 replication14. Hence, based on our results as well as those of previous studies, Calicivirus, including HuNoV, might be inactivated by contact with EPL and serine proteases in the soil and seawater.
The vesicle coating of HuNoV facilitates its stability in feces, enabling its fecal–oral transmission31. Additionally, the protective vesicles support multiple rounds of replication within salivary gland cells32. Therefore, contact with vesicle-coated viral particle is an important transmission33. Although the combination of EPL and OP effectively inactivated the pandemic GII.4_Sydney_2012 strain in stool, the efficiency and VP1 degradation were moderate. This was due to the serine protease not being able to directly access the vesicle membrane-enwrapped capsid. In fact, the VLPs of HuNoV were digested by the serine protease regardless of the majority (GII.4) and minority (GI.1) circulating genotypes18,34 (data not shown). Hence, HuNoV protects itself against bacterial serine proteases and EPL by enwrapping virus particles in the vesicle membrane, reflective of a survival strategy adopted by Caliciviridae. In addition, OP has been known to be produced from Shouchella clausiI (formerly Bacillus clausii), which already has been used as a probiotic; administration of S. clausii improves acute gastroenteric symptoms such as diarrhea35. Thus, we believe that either OP or S. clausii administration with EPL would improve the acute gastroenteric symptoms caused by enteric viruses.
Further analysis is required to elucidate how Caliciviridae are circulated or degraded in nature and, to develop a decontamination approach using proteases, such as sodium hypochlorite, known as the most effective disinfectant to date.
Finally, our findings advance the understanding of high-dimensional interactions between Caliciviridae and bacterial products such as EPL and serine proteases. However, the symbiotic interkingdom interactions between viruses and bacteria in nature comprise an extremely elaborate, complicated, and adaptable system that includes metabolites and secretions. Accordingly, further investigation is required to elucidate this sophisticated system.
Methods
Reagents
Poly-l-arginine (PLA; P4663) and poly-l-histidine (PLH; P2534) were purchased from Sigma-Aldrich (St. Louis, MO, USA). Protamine was obtained from FUJIFILM Wako Pure Chemical Corporation (Osaka, Japan). A 25% (w/v) solution of EPL was provided by JNC Corporation (Tokyo, Japan). Alpha-linked poly-l-lysine (PLL; 3075) was purchased from the Peptide Institute, Inc. (Osaka, Japan). The detailed proteases are presented in Table 1. Artificial seawater powder (product name is UMIJIO; 553161) was obtained from KAMIHATA Fish Industries Ltd. (Himeji, Japan). All antibodies are listed in Table S1.
Virus and culture
Feline calicivirus (FCV; F9 strain, VR-782: taxonomy ID, 11981 in National Center for Biotechnology Information) and CRFK (a Felis catus kidney cell line) were obtained from the American Type Culture Collection (ATCC; Manassas, VA, USA) and cultured in Dulbecco’s modified Eagle’s medium (DMEM) supplemented with 10% (v/v) fetal bovine serum (FBS), 100 U/mL penicillin, and 100 μg/mL streptomycin (P/S). The mouse norovirus (MNV) culture protocol has been previously reported36. All cells were cultured at 37 °C and 5% CO2. FCV was purified according to the protocol described by Conley et al.22.
Measurement of antiviral activity using plaque assay and VP1 degradation
For plaque assay of FCV, 3.0 × 105 CRFK cells were seeded in 12-well plates at 24 h prior. FCV, 0.1% (v/v) NEs, 0.1% (w/v) NK, or 0.1% (v/v) overnight culture supernatants of B. subtilis natto were diluted in sterile water or 1 × PBS (−) in the presence or absence of 0.1% (w/v) EPL. After 30 min of incubation at 25 °C, the reaction was arrested by adding an equal volume of medium containing 10% (v/v) FBS, and tenfold serial dilutions were prepared. Dilutions (300 μL) were inoculated at 37 °C. After 1 h of incubation, the virus-containing medium was removed, and 1 mL of DMEM supplemented with 1.1% (w/v) carboxy methyl cellulose, 2% (v/v) FBS, and P/S was overlaid and incubated at 37 °C for 2 days. Before staining, the cells were fixed by adding 10% (v/v) formalin supplemented with 0.15 M NaCl for at least 2 h, and plaques were stained and enumerated as described previously37. A plaque assay of the MNV was performed according to a previous report36. The anti-viral activity was calculated by subtraction from the control (i.e., without protease). To check for VP1 degradation, PMSF (Sigma-Aldrich), a serine protease inhibitor, was added, and incubated for 10 min. Subsequently, 6 × SDS-sample buffer (Nacalai tesque, Kyoto, Japan) was added and boiled at 100 °C for 2 min. The titer shown in Fig. 1D was obtained using median tissue culture infectious dose (TCID50) and converted to plaque forming unit (PFU) using the formula, PFU = 0.7 × TCID5038.
Purification of natto extracts
Natto extracts (NEs) containing natto peptides from fermented natto soybeans (Yamada Foods Co., Ltd.; Akita, Japan) were prepared as described previously39. Natto soybeans were soaked in 3 volumes of 10 mM Tris–HCl (pH 7.4) and mixed at 4 °C overnight. The supernatant was collected via centrifugation at 5000×g for 10 min. An equal volume of ethanol was added, followed by incubation at 4 °C for 1 h with shaking to remove polyglutamine. Subsequently, the supernatant was collected by centrifugation at 5000×g for 10 min. Ethanol was removed using an evaporator. The NEs were then fractionated using ammonium sulfate precipitation (30–50% (w/v)). After overnight dialysis with 10 mM Tris–HCl (pH 7.4), the samples were concentrated by freeze-drying.
Mice
All mice used in the study were 6-week-old female BALB/c mice (Japan SLC, Hamamatsu, Japan) housed under a 12-h/12-h light/dark cycle. This study was approved by the Animal Care Committee of the Chubu University (permission number: 3010060). All mouse experiments were carried out according to relevant guidelines and regulations. Furthermore, the results were reported in accordance with ARRIVE guidelines. The MNVs (1 × 106 plaque forming units (PFU)/mL) were incubated with serine protease and EPL at 25 °C for 1 h. Next, 0.2 mL of a 100-fold diluted suspension with 1 × PBS (−) containing 2 × 103 PFU/mL MNV was orally administered to the mice using an oral sonde. Stool samples were collected daily throughout the study period. After the final collection, all mice (n = 20) were sacrificed via intraperitoneal injection of excess sodium pentobarbital (150 mg/kg of mice). The infectious MNV titer in feces was determined per a previously-reported plaque assay protocol using 1.5% (w/v) SeaPlaque™ agarose (Lonza, Rockland, ME, USA)40.
Human norovirus preparation
HuNoV-containing stool samples were dissolved at 10% (w/v) in 1 × PBS (−) and filtered twice using a 0.22-μm filter via centrifugation at 12,000×g for 5 min at 4 °C each. Aliquots were stored at − 80 °C until use. Viral genomes were purified using the QIAamp Viral RNA Mini kit (Qiagen, Venlo, The Netherlands) following the manufacturer’s instructions. Genotyping was performed using Norovirus Typing Tool Ver. 2.041. The copy number was quantified using Takara qPCR Norovirus (GI/GII) typing kit ver.2 (Takara Bio, Kusatsu, Japan) and normalized as genome equivalents (GE) per ml.
Human small intestinal epithelial cells
Induced pluripotent stem cell-derived small intestinal epithelial cells (iPSC-SIECs; 1 × 105) (FUJIFILM Wako) were seeded onto Matrigel (Corning; Corning, NY, USA; #354230)-coated 96-well plates (Corning; 9102) using a seeding medium (FUJIFILM Wako) and incubated overnight at 37 °C in a CO2 incubator. Cells were then cultured in a culture medium (FUJIFILM Wako), which was replenished every 2 days. At 11 days post-seeding, cells were preincubated with 0.5 mM glycochenodeoxycholic acid sodium salt (GCDCA) for 1.5 h. HuNoV (GII.4 [P16]_sydeny_2012) filtrates (1.43 × 106 GE) were incubated with 0.1% (w/v) EPL or 2 or 10 μg of serine protease OP at 37 °C for 1.5 h in a 20-μL reaction volume. They were then incubated with 3 volumes of 1.125 mM phenylmethylsulfonyl fluoride (PMSF)-supplemented culture medium for 30 min. iPSC-SIECs were then infected with 1.07 × 106 GE of HuNoV at 37 °C for 1 h. Cells were washed twice with 200 μL of culture medium. Additionally washing twice with 150 μL, the medium (totally 300 μL) were collected for viral genome quantification at 1 h.p.i. Furthermore, cells were incubated with 150 μL of culture media with 0.5 mM GCDCA for 72 h, and the culture supernatants, as well as 150 μL of washing media, were collected (72 h.p.i). Purification and quantification were conducted using the QIAamp Viral RNA mini kit and Takara qPCR Norovirus (GI/GII) typing kit ver.2, respectively.
Expression of Natto kinase mutants
The cDNA of the Natto kinase (NK) gene was amplified via PCR from the isolated B. subtilis natto. Point mutations (S101D, L126D and L126E) were constructed using NEBuilder HiFi DNA assembly (New England Biolabs, Ipswich, MA, USA). Wild type (WT) and mutants were expressed using the B. subtilis secretory protein expression system (Takara Bio). A single colony was cultured in a trypticase soy broth with 0.6% yeast extract (TSBYE) media supplemented with 10 μg/mL kanamycin at 37 °C for 2 days with shaking; the supernatant was filtered using a 0.2-μm filter (Merck Millipore, Burlington, MA, USA). Aliquots were stored at − 30 °C until use.
Protease activity measurement
The protease activity of NK mutants was measured using an Amplite Universal Fluorometric Protease Activity Assay kit (AAT Bioquest, Sunnyvale, CA, USA). Kinetics of protease activity was observed up to 1 h. Protease activity was calculated from the area under the curve of kinetics. The protease activity of the NK in the presence of EPL (Fig. 3A) was measured according to a previously described protocol using the Infinite M200 Pro microplate reader (TECAN, Mannedorf, Switzerland)42.
Size-exclusion chromatography
First, 600 μL of the FCV mixture was reacted with 0.1% (w/v) EPL and NK at 25 °C for up to 30 min. To prevent protein degradation by the protease activity of NK during preparation, PMSF was added, followed by incubation for 10 min before boiling. Next, 500 μL of the mixture was loaded onto a Superose 6 10/30 column equilibrated with 0.15 M NaCl and 20 mM Tris–HCl (pH 7.4). The eluents were fractionated as 500-μL samples at a flow rate of 0.6 mL/min. The particle size distribution was calibrated using a gel filtration standard (Bio-Rad, Hercules, CA, USA).
FCV particle number and size measurement
The purified FCV particles were diluted in 25 mM HEPES–NaOH (pH 7.4) and passed through a 0.22-μm filter. One milliliter of the mixture containing 0.5 × 106 PFU of FCV with or without 0.01% (w/v) EPL and/or NK was incubated at 25 °C for 30 min. The particles were then immediately examined using a NanoSight NS300; the number and size of the viral particles were analyzed using Nanoparticle Tracking Analysis software (Malvern Panalytical, Worcestershire, UK).
Electron microscopy
After reaction with NK and EPL, purified FCV was placed on a carbon-coated grid (ELS-C10: Okenshoji Co. Ltd., Tokyo, Japan). After incubation for 1 min, 4% (w/v) uranyl acetate was added to the suspensions, followed by gentle mixing and incubation for 30 s. Images were observed via transmission electron microscopy (TEM) using the JEM-1400 system (JEOL, Tokyo, Japan). The FCV size was calculated using Adobe Photoshop software (Adobe, San Jose, CA, USA).
Measurement of conformational changes in the FCV capsid
8-Anilinonaphthalene-1-sulfonate (ANS) was dissolved in dimethyl sulfoxide (DMSO). The following reactions were carried out in black 96-well plates. The purified FCV (4.7 μg) was incubated with or without 0.01% (w/v) EPL in 25 mM HEPES–NaOH (pH 7.4) at 25 °C for 20 min. Subsequently, ANS (final, 20 μM) was added and incubated at 25 °C for 5 min. The fluorescence of the samples was monitored at an excitation wavelength of 365 nm and emission wavelength of 400–600 nm using a TECAN M1000 Pro system. The final spectra were obtained after subtracting the background spectra (i.e., buffer only or EPL containing only ANS).
Binding and internalization assay and measurement of genome replication kinetics
To assess cell surface binding, the FCV or MNV samples were first treated with proteases and incubated at 4 °C for 1 h with shaking. To quantify the internalized virus genome, the cells were incubated at 37 °C for 1 h, trypsinized, and washed three times with cold 1 × PBS (−). To monitor genome replication after recovery at 37 °C, the cells were collected at the indicated time points after washing with cold 1 × PBS (−). Total RNA was purified using the RNeasy Plus kit (Qiagen). Next, cDNA was synthesized using the SuperScript IV VILO system (Thermo Fisher Scientific, Waltham, MA, USA). The FCV genome was detected via SYBR Green-based Quantitative PCR (qPCR) using the KOD SYBR qPCR Mix kit (TOYOBO, Osaka, Japan). The MNV genome was quantified via Taqman probe-based qPCR using the THUNDERBIRD Probe qPCR Mix (TOYOBO). qPCR was performed using LightCycler 480 System II (Roche, Basel, Switzerland). The FCV and MNV genome levels were normalized to the percentage of expression of the reference gene, β-actin. The primer details are presented in Table S2.
Immunofluorescence assay
After 4 h of infection, cells were cultured on a collagen-coated 12-mm cover glass (AGC TECHNO GLASS Co., Ltd., Shizuoka, Japan) and fixed using 4% (w/v) paraformaldehyde at 25 °C for 15 min. Specimens were treated with 5% (v/v) normal donkey serum (Abcam, Cambridge, UK) and 0.3% (v/v) Triton X-100 in 1 × PBS (−) for 1 h after washing with 1 × PBS (−). The anti-FCV VP1 antibody was diluted with 1% (w/v) BSA and 0.3% Triton X-100 in 1 × PBS (−) and incubated at 4 °C overnight. After rinsing with 1 × PBS (−), the specimens were incubated with Alexa Fluor 594 IgG at 25 °C for 1 h. Finally, the specimens were embedded in ProLong Gold Antifade reagent with 4′,6-diamidino-2-phenylindole (Cell Signal Technology, Danvers, MA, USA) after washing with 1 × PBS (−) six times. Fluorescent images were obtained using a BZ-X700 (KEYENCE, Osaka, Japan) and cropped with Adobe Photoshop software (Adobe).
RNA release assay
The RNA release assay was modified from a previously reported protocol22. Briefly, recombinant human JAM-1 (hJAM-1; Sino Biological, Inc., Beijing, China) was dissolved in 5% (v/v) glycerol, 0.15 M NaCl, and 10 mM Tris–HCl (pH 7.4) and stored at − 80 °C until use. Next, 5 μL of purified FCV (approximately 1.7 × 106 PFU) was mixed with 5 μL of NEs and EPL (final concentration, 0.063% (w/v) each). After incubation at 25 °C for 30 min, the FCV samples were incubated with 4 μL of hJAM-1 (2 μg) at 25 °C for 10 min. Finally, a mixture containing 85 μl of 0.5 M sodium acetate buffer (pH 6.0) and 1 μl of 0.5 mM SYTO9™ Green dye was added to monitor RNA release. The fluorescence of the samples was measured every 2 min for 180 min using the TECAN M1000 Pro system. The amount of RNA released was calculated by subtracting the values obtained for the corresponding samples without hJAM-1 from the values obtained with hJAM-1. The area under the curve was calculated using the GraphPad Prism 9 software (GraphPad Software, San Diego, CA, USA).
N-terminal amino acid sequencing
Purified FCV (12.4 μg) was incubated with 0.01% (w/v) EPL and 0.025% (w/v) NK at 25 °C for 20 min in 25 mM HEPES–NaOH (pH 7.4). Next, PMSF (final 5 mM) was added and incubated on ice for 5 min to stop the protease reaction. Subsequently, 2.4 μg (for N-terminal sequencing) and 0.05 μg (for western blotting) of FCV were separated via 12.5% SDS-PAGE. After transferring the proteins to an immobilon-PSQ membrane (Merck Millipore), the bands were visualized after staining with 0.1% (w/v) Brilliant Blue R250 in 50% (v/v) methanol for 1 min. The membranes were then rinsed with 50% (v/v) methanol and dried. The N-terminal amino acid sequences were analyzed using Procise492HT (Thermo Fisher Scientific), and the identified sequences were mapped onto the FCV VP1 structure of the F9 strain (PDB ID: 6GSH)22 using Waals software (Altif Laboratories, Inc., Tokyo, Japan).
Statistics and reproducibility
Descriptive statistics were calculated using Prism v.9 or Microsoft Excel (Microsoft Corporation, Redmond, WA, USA). Differences with P-values < 0.05 were considered statistically significant using one-way ANOVA or Student’s t-test (two-tailed). No statistical method was used to predetermine the sample size. Experiments were generally reproducible. All analyzed data are presented as the mean ± standard deviation (SD) except the data of the replication kinetics analysis (shown in Fig. 5A) and nanoparticle tracking analysis, which are shown as the mean ± standard error of the mean (SEM).
Data availability
All raw data obtained in this study are stored strictly within the laboratory of Sapporo Medical University in accordance with the guidelines. The data that support the findings of this article and its supplementary information are available from the corresponding author (N.O.) upon reasonable request.
References
Flemming, H. C. & Wuertz, S. Bacteria and archaea on Earth and their abundance in biofilms. Nat. Rev. Microbiol. 17, 247–260. https://doi.org/10.1038/s41579-019-0158-9 (2019).
Corre, M. H., Bachmann, V. & Kohn, T. Bacterial matrix metalloproteases and serine proteases contribute to the extra-host inactivation of enteroviruses in lake water. ISME J. 16, 1970–1979. https://doi.org/10.1038/s41396-022-01246-3 (2022).
Ludwig-Begall, L. F., Mauroy, A. & Thiry, E. Noroviruses-the state of the art, nearly fifty years after their initial discovery. Viruses 13, 1541. https://doi.org/10.3390/v13081541 (2021).
Dapper, L., Dick, A., Nonnenmacher-Winter, C. & Gunther, F. Influence of public health and infection control interventions during the severe acute respiratory syndrome coronavirus 2 pandemic on the in-hospital epidemiology of pathogens: In hospital versus community circulating pathogens. Antimicrob. Resist. Infect. Control 11, 140. https://doi.org/10.1186/s13756-022-01182-z (2022).
Hoque, S. A. et al. The emergence and widespread circulation of enteric viruses throughout the COVID-19 pandemic: A wastewater-based evidence. Food Environ. Virol. 15, 342–354. https://doi.org/10.1007/s12560-023-09566-z (2023).
Boehm, A. B. et al. Human norovirus (HuNoV) GII RNA in wastewater solids at 145 United States wastewater treatment plants: Comparison to positivity rates of clinical specimens and modeled estimates of HuNoV GII shedders. J. Expo. Sci. Environ. Epidemiol. https://doi.org/10.1038/s41370-023-00592-4 (2023).
Corpuz, M. V. A. et al. Viruses in wastewater: Occurrence, abundance and detection methods. Sci. Total Environ. 745, 140910. https://doi.org/10.1016/j.scitotenv.2020.140910 (2020).
Smith, K. M., Fowler, G. D., Pullket, S. & Graham, N. J. Sewage sludge-based adsorbents: A review of their production, properties and use in water treatment applications. Water Res. 43, 2569–2594. https://doi.org/10.1016/j.watres.2009.02.038 (2009).
Nguyen, L. N. et al. Application of a novel molecular technique to characterise the effect of settling on microbial community composition of activated sludge. J. Environ. Manage. 251, 109594. https://doi.org/10.1016/j.jenvman.2019.109594 (2019).
Wang, R. et al. Performance analysis of microbial fuel cell—membrane bioreactor with reduced graphene oxide enhanced polypyrrole conductive ceramic membrane: wastewater treatment, membrane fouling and microbial community under high salinity. Sci. Total Environ. 907, 167827. https://doi.org/10.1016/j.scitotenv.2023.167827 (2024).
Park, S. J. et al. Dominance of endospore-forming bacteria on a rotating activated Bacillus contactor biofilm for advanced wastewater treatment. J. Microbiol. 45, 113–121 (2007).
Omar, A., Kempf, C., Immelmann, A., Rentsch, M. & Morgenthaler, J. J. Virus inactivation by pepsin treatment at pH 4 of IgG solutions: Factors affecting the rate of virus inactivation. Transfusion 36, 866–872. https://doi.org/10.1046/j.1537-2995.1996.361097017171.x (1996).
Walker, S. C. & Toth, T. E. Proteolytic inactivation of simian-11 rotavirus: A pilot study. Vet. Microbiol. 74, 195–206. https://doi.org/10.1016/s0378-1135(00)00187-5 (2000).
Nasser, A. M., Glozman, R. & Nitzan, Y. Contribution of microbial activity to virus reduction in saturated soil. Water Res. 36, 2589–2595. https://doi.org/10.1016/s0043-1354(01)00461-4 (2002).
Hiraki, J. et al. Use of ADME studies to confirm the safety of epsilon-polylysine as a preservative in food. Regul. Toxicol. Pharmacol. 37, 328–340. https://doi.org/10.1016/s0273-2300(03)00029-1 (2003).
Wang, L. et al. Epsilon-poly-L-lysine: Recent advances in biomanufacturing and applications. Front. Bioeng. Biotechnol. 9, 748976. https://doi.org/10.3389/fbioe.2021.748976 (2021).
de Graaf, M., van Beek, J. & Koopmans, M. P. Human norovirus transmission and evolution in a changing world. Nat. Rev. Microbiol. 14, 421–433. https://doi.org/10.1038/nrmicro.2016.48 (2016).
Cannon, J. L. et al. Global trends in norovirus genotype distribution among children with acute gastroenteritis. Emerg. Infect. Dis. 27, 1438–1445. https://doi.org/10.3201/eid2705.204756 (2021).
Kabeya, T. et al. Pharmacokinetic functions of human induced pluripotent stem cell-derived small intestinal epithelial cells. Drug Metab. Pharmacokinet. 35, 374–382. https://doi.org/10.1016/j.dmpk.2020.04.334 (2020).
Wu, S., Feng, C., Zhong, J. & Huan, L. Roles of s3 site residues of nattokinase on its activity and substrate specificity. J. Biochem. 142, 357–364. https://doi.org/10.1093/jb/mvm142 (2007).
Chheda, A. H. & Vernekar, M. R. A natural preservative ε-poly-L-lysine: Fermentative production and applications in food industry. Int. Food Res. J. 22, 23–30 (2015).
Conley, M. J. et al. Calicivirus VP2 forms a portal-like assembly following receptor engagement. Nature 565, 377–381. https://doi.org/10.1038/s41586-018-0852-1 (2019).
Major, N. et al. Influence of sewage sludge stabilization method on microbial community and the abundance of antibiotic resistance genes. Waste Manag. 154, 126–135. https://doi.org/10.1016/j.wasman.2022.09.033 (2022).
Zhang, P. et al. Extracellular protein analysis of activated sludge and their functions in wastewater treatment plant by shotgun proteomics. Sci. Rep. 5, 12041. https://doi.org/10.1038/srep12041 (2015).
Hyldgaard, M. et al. The antimicrobial mechanism of action of epsilon-poly-l-lysine. Appl. Environ. Microbiol. 80, 7758–7770. https://doi.org/10.1128/AEM.02204-14 (2014).
Haga, K. et al. Functional receptor molecules CD300lf and CD300ld within the CD300 family enable murine noroviruses to infect cells. Proc. Natl Acad. Sci. U.S.A. 113, E6248–E6255. https://doi.org/10.1073/pnas.1605575113 (2016).
Orchard, R. C. et al. Discovery of a proteinaceous cellular receptor for a norovirus. Science 353, 933–936. https://doi.org/10.1126/science.aaf1220 (2016).
Song, C. et al. Dynamic rotation of the protruding domain enhances the infectivity of norovirus. PLoS Pathog. 16, e1008619. https://doi.org/10.1371/journal.ppat.1008619 (2020).
Brassard, J. & Gagne, M. J. An efficient recovery method for enteric viral particles from agricultural soils. J. Virol. Methods 261, 1–5. https://doi.org/10.1016/j.jviromet.2018.06.014 (2018).
Waldman, P., Meseguer, A., Lucas, F., Moulin, L. & Wurtzer, S. Interaction of human enteric viruses with microbial compounds: Implication for virus persistence and disinfection treatments. Environ. Sci. Technol. 51, 13633–13640. https://doi.org/10.1021/acs.est.7b03875 (2017).
Santiana, M. et al. Vesicle-cloaked virus clusters are optimal units for inter-organismal viral transmission. Cell Host Microbe 24, 208-220.e8. https://doi.org/10.1016/j.chom.2018.07.006 (2018).
Ghosh, S. et al. Enteric viruses replicate in salivary glands and infect through saliva. Nature 607, 345–350. https://doi.org/10.1038/s41586-022-04895-8 (2022).
Ayyar, B. V. et al. CLIC and membrane wound repair pathways enable pandemic norovirus entry and infection. Nat. Commun. 14, 1148. https://doi.org/10.1038/s41467-023-36398-z (2023).
Razizadeh, M. H., Khatami, A. & Zarei, M. Global molecular prevalence and genotype distribution of Sapovirus in children with gastrointestinal complications: A systematic review and meta-analysis. Rev. Med. Virol. 32, e2302. https://doi.org/10.1002/rmv.2302 (2022).
Ianiro, G. et al. Bacillus clausii for the treatment of acute diarrhea in children: A systematic review and meta-analysis of randomized controlled trials. Nutrients 10. https://doi.org/10.3390/nu10081074 (2018).
Yamamoto, S., Sudo-Yokoyama, Y., Ogasawara, N. & Yokota, S. I. Rapid, simple, and cost-effective plaque assay for murine norovirus using microcrystalline cellulose. J. Virol. Methods 316, 114715. https://doi.org/10.1016/j.jviromet.2023.114715 (2023).
Hashimoto, S. et al. Mumps virus induces protein-kinase-R-dependent stress granules, partly suppressing type III interferon production. PLoS One 11, e0161793. https://doi.org/10.1371/journal.pone.0161793 (2016).
Leibowitz, J., Kaufman, G. & Liu, P. Coronaviruses: propagation, quantification, storage, and construction of recombinant mouse hepatitis virus. Curr. Protoc. Microbiol. 15, 15E.11. https://doi.org/10.1002/9780471729259.mc15e01s21 (2011).
Kitagawa, M. et al. Novel antimicrobial activities of a peptide derived from a Japanese soybean fermented food, Natto, against Streptococcus pneumoniae and Bacillus subtilis group strains. AMB Express 7, 127. https://doi.org/10.1186/s13568-017-0430-1 (2017).
Kudkyal, V. R., Matsuura, I., Hiramatsu, H., Hayashi, K. & Kawahara, T. Phenol derivatives obtained from grape seed extract show virucidal activity against murine norovirus. Molecules 27, 7739. https://doi.org/10.3390/molecules27227739 (2022).
Chhabra, P. et al. Updated classification of norovirus genogroups and genotypes. J. Gen. Virol. 100, 1393–1406. https://doi.org/10.1099/jgv.0.001318 (2019).
Cupp-Enyard, C. Sigma's non-specific protease activity assay—Casein as a substrate. J. Vis. Exp. e899. https://doi.org/10.3791/899 (2008).
Acknowledgements
We thank Ms. A. Shiga (Sapporo Medical University), Mr. H. Okushima, and Ms. Y. Hayakawa (electron microscope section, Sapporo Medical University) for providing technical support. This study was supported by grants from the following sources: JNC Corporation in Japan and Sapporo Medical University Priority Research-Supporting Grant for Young Investigators in Japan
Author information
Authors and Affiliations
Contributions
S. Y., N. O., and J. H. designed the study. S. Y., Y. S.-Y., S. S., N. T., N. Y., T. N., K. H., A. T., M. E., and M. H. performed the experiments. S. Y., N. O., K. Y., and S. T. collected human specimens. S. Y., Y. S.-Y., and N. O. analyzed and organized the data. S. Y., N. O., N. T., and S. Y. wrote the manuscript. T. S., S. T, K. T., and T. K. reviewed the manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Yamamoto, S., Ogasawara, N., Sudo-Yokoyama, Y. et al. Bacillaceae serine proteases and Streptomyces epsilon-poly-l-lysine synergistically inactivate Caliciviridae by inhibiting RNA genome release. Sci Rep 14, 15181 (2024). https://doi.org/10.1038/s41598-024-65963-9
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41598-024-65963-9
- Springer Nature Limited