Summary
Recent advancements in bidimensional nanoparticles production such as graphene (G) and graphene oxide (GO) have the potential to meet the need for highly functional personal protective equipment (PPE) against SARS-CoV-2 infection. The ability of G and GO to interact with microorganisms provides an opportunity to develop engineered textiles for use in PPE and limit the spread of COVID-19. PPE in current use in high-risk settings for COVID transmission provides only a physical barrier that decreases infection likelihood and does not inactivate the virus. Here, we show that virus pre-incubation with soluble GO inhibits SARS-CoV-2 infection of VERO cells. Furthermore, when G/GO-functionalized polyurethane or cotton was in contact SARS-CoV-2, the infectivity of the fabric was nearly completely inhibited. The findings presented here constitute an important innovative nanomaterial-based strategy to significantly increase PPE efficacy in protection against the SARS-CoV-2 virus that may implement water filtration, air purification, and diagnostics methods.
Subject areas: Health sciences, Public health, Disease, Materials science, Nanostructure
Graphical abstract
Highlights
-
•
Graphene oxide (GO) traps Sars-CoV-2 particles in liquid medium
-
•
Cotton or polyurethane can be functionalized with graphene or GO nanoparticles
-
•
Infection is inhibited when Sars-CoV-2 contacts with functionalized fabrics
-
•
Graphene-functionalized fabrics are effective against bacteria and are biocompatible
Health sciences; Public health; Disease; Materials science; Nanostructure
Introduction
The emergence of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and the resultant coronavirus infectious disease 2019 (COVID-19) pandemic has prompted the ubiquitous use of face masks (Clase et al., 2020; Feng et al., 2020; Sommerstein et al., 2020; Sunjaya and Jenkins, 2020; Palmieri et al., 2021) to curb transmission in clinical, public, and working contexts. A global shortage of medical-grade masks such as N95 masks has resulted in the widespread use of cloth masks, including woven cotton masks, to reduce airborne transmission (Clase et al., 2020). Although these masks offer some protection against viral transmission, there is a continuing high demand for personal protective equipment (PPE). In particular, owing to the inability to avoid or difficulty in isolation of infectious persons who are contagious during the initial days of infection when symptoms are mildest or not present (Arons et al., 2020; Liu et al., 2020), masks and PPE with better protective characteristics are needed.
Design of a protective surgical face mask consists of the use of materials with different roles and properties, layered in a sequence to optimize functionality. The first layer, in contact with the skin of the wearer, allows droplets to pass through and be absorbed in the adjacent hydrophilic layer, thereby keeping the skin dry (Sarkar et al., 2020). This second hydrophilic layer also absorbs and holds microorganisms in the mask, limiting their ability to spread to other people.
In contrast, the outside layer of the mask is typically a hydrophobic non-woven tissue sheet. Its low wettability prevents the escape of fluids from the middle layer to the outside and at the same time stops entry of droplets from the exterior.
To improve the protective properties of masks, nanomaterials scientists have proposed integration of virus-inactivating properties with standard propylene- and cloth-filtering properties with the goal of developing improved PPE (O’Dowd et al., 2020; Palmieri and Papi, 2020; Raghav and Mohanty, 2020; Sportelli et al., 2020; Weiss et al., 2020; Ziem et al., 2017).
In recent years, the bidimensional material graphene nanoplatelet (G) and its derivatives have captured much attention owing to their interactions with microorganisms (Valentini et al., 2016; Shams et al., 2017; Matharu et al., 2020). Pristine G is a single-atom-thick sheet of hexagonally arranged carbon atoms (Bourque and Rutledge, 2018), whereas graphene oxide (GO) is its oxidized form. Being a single layer of atoms, G has an exceptionally high surface area and interacts uniquely with organisms with sizes in the order of hundreds of nanometers, i.e., bacteria and viruses (Palmieri and Papi, 2020). GO oxygen groups make the surface more hydrophilic compared with G (Palmieri et al., 2017a; Kumar and Parekh, 2020).
It has been demonstrated that bacteria that come into contact with the G surface lose integrity (Palmieri et al., 2017a, 2017c) and that G has good viral inhibition capacity (Ziem et al., 2016). Graphene interacts directly with viruses mainly by hydrogen bonding, electrostatic interactions, and redox reactions (Song et al., 2015), and many G-derived materials have an intrinsic ability to adsorb charged lipids and destroy membranes (Frost et al., 2012; Rui et al., 2015; Chen et al., 2016), suggesting a likely interaction with enveloped viruses like SARS-CoV-2. Furthermore, G itself can be additionally functionalized with anti-viral particles and drugs (Akhavan et al., 2012; Ziem et al., 2016, 2017; Yang et al., 2017; Palmieri et al., 2018; Donskyi et al., 2019; Naskalska et al., 2019; Jones et al., 2020).
In the last months, it has been evidenced how G and G-related products could improve face masks performance and recycling process or could be embedded as sensing material for viruses in textiles (Kumar et al., 2020; Lin et al., 2020; Palmieri and Papi, 2020; Raghav and Mohanty, 2020; Srivastava et al., 2020; Tabish and Hamblin, 2020; Zhong et al., 2020), but the effects of G and GO either in solution or embedded in fabrics for PPE on Sars-CoV-2 have not been quantified experimentally.
To verify the SARS-CoV-2 inhibition by G-related nanomaterials, we first investigated the ability of GO in solution (owing to its relative hydrophilicity) to bind and entrap suspended SARS-CoV-2 viral particles. We found that pre-incubation of virus with GO nearly completely suppressed infectivity in the commonly used VERO cell model of SARS-CoV-2 infection. Then we showed the potential to exploit the interaction of graphene with viruses in the fabrication of masks by testing the efficacy of G and GO functionalization of cotton and non-woven, polyurethane (PU) material. We found that virus filtration through either G- or GO-functionalized cotton or PU also almost wholly eradicated SARS-CoV-2 infectivity. Finally, because protection against bacterial infection is also desirable for face mask materials (Zhiqing et al., 2018), as biocompatibility, we tested the materials functionalized with G or GO for their antibacterial effects against E. coli and effects on viability of the eukaryotic cell line. We found that the functionalized materials showed antibacterial effects but did not affect eukaryotic cell viability.
On the whole, a plethora of applications of G and GO are presented in this work.
Results and discussion
In the first experimental setting, the ability of GO in solution to trap SARS-CoV-2 and reduce infectivity in VERO cells was assessed. SARS-CoV-2 viral particles at a concentration of ~105 particles/mL were incubated with increasing concentrations of GO for 2 h. Following incubation, solutions were centrifuged and supernatants were used to infect VERO cells to measure the infectivity of the virus (Figure 1A). Controls were treated with centrifuged viral solutions without GO.
Incubation of SARS-CoV-2 viral particles in suspension with GO reduced viral infectivity even at the lowest concentration of GO (0.06 mg/mL) as reflected by the cell density observed (Figure 1B). On the contrary, infected cells with exposure to SARS-CoV-2 without GO show only ~40% viability. GO therefore significantly reduced the load of viral particles. In Figure 1C, immunofluorescent labeling with anti-SARS-CoV-2 spike protein antibody is shown, and quantification is reported in Figure 1E confirming results visible by light microscopy. GO reduced cytotoxicity of SARS-CoV-2 viral particles as measured by both crystal violet staining (images in Figure 1D and quantification in Figure 1F) and lactate dehydrogenase release quantification (Figure 1G). No significant decrease of viral infectivity was observed without centrifuging the infection solution. These data demonstrate that water-soluble GO interacts with SARS-CoV-2 viral particles, entraps viruses causing precipitation in the pellet. This GO trapping reduces viral infectivity, in the in vitro live virus model of SARS-CoV-2 infection of VERO cells.
The trapping of microbial species is a mechanism known for bacteria and is caused by the propensity of GO surface to interact with lipidic membranes, like SARS-CoV-2 virus. Therefore, as occurs with bacterial species, we hypothesize that the surface of GO entraps viral particles, possible favored by the bridging of cations of cell medium (Palmieri et al., 2017a), causing a lack of infection of VERO cells.
To assess if functionalization of cotton material or PU is feasible and can result in better protection against viral penetration, we integrated G or GO into these materials. The functionalized materials were then imaged by scanning electron microscopy (SEM). As seen in Figure 2, SEM imaging reveals platelets of G or GO distributed on fibers that are particularly apparent on PU.
Two experimental paradigms were then used to test the potential for protection against SARS-CoV-2 infection by functionalized materials: static incubation and flow filtration.
The static and flow experimental designs are shown in Figure S1.
In the static testing paradigm, viral particles suspended in medium were put in contact with G- or GO-functionalized materials for 2 h. Then the materials were washed with cell medium to recover particles from the fabric and the medium was used to treat VERO cells (Figure S1A). The cytotoxic effect of virus on VERO cell viability as seen by crystal violet staining (Figure 3) is greatly reduced by incubation of virus on PU or cotton functionalized with either G or GO as compared with non-functionalized materials (Figures 3A–3D). The quantitative analysis revealed that either G or GO integration into both materials confers statistically significant inhibition (Figure 3E).
For the flow filtration, the viral suspension was filtered through materials used as membranes in a custom 3D printed fabric holder (Figures S1B–S1D). SARS-CoV-2 suspensions were filtered through each material with or without G/GO functionalization and eluates were collected and used to infect VERO cells.
Just as with static incubation, integration of G or GO into either of the test materials resulted in a significant decrease in viral cytotoxicity that can be seen in images of crystal violet-stained cells (Figures 3F and 3G). The protection against virus-induced cell death was highly significant for both G- and GO-functionalized PU or cotton (Figure 3H).
In Table 1, we calculated for each type of functionalized material the viral load reduction.
Table 1.
Static incubation | Viral load reduction (%) | Static incubation | Viral load reduction (%) |
---|---|---|---|
PU | 27 ± 6 | Cotton | 38 ± 5 |
PU + G | 97 ± 3 | Cotton G+ | 99 ± 2 |
PU + GO | 99 ± 3 | Cotton GO | 99 ± 2 |
Flow filtration | Viral load reduction (%) | Flow filtration | Viral load reduction (%) |
---|---|---|---|
PU | 0 ± 5 | Cotton | 10 ± 5 |
PU + G | 88 ± 5 | Cotton G+ | 77 ± 3 |
PU + GO | 82 ± 6 | Cotton GO | 79 ± 4 |
To confirm that the functionalized materials are biocompatible and not cytotoxic, A549 and VERO cells were incubated with cell culture medium exposed to graphene-functionalized materials. No decrease in cell viability was seen after incubation with medium exposed to either PU or cotton functionalized with G or GO (Figures 4A and 4B).
Material functionalization with G or GO also can protect against the transmission of bacteria. Therefore, we also tested the protective effects of G-integrated materials on E. coli growth. Antibacterial efficacy was expressed with value R, which is obtained by R = UT-AT. UT is the average of the common logarithm of the number of viable bacteria, in cells/cm2, recovered from the untreated test specimens after 24 h; AT is the average of the common logarithm of the number of viable bacteria, in cells/cm2, recovered from the treated test specimens after 24 h.
As shown in Figure 4C, after 2 h of incubation with functionalized fabric, E. coli growth was reduced on PU-G and cotton-G with an R value of ~0.5 for both; R values were higher for GO- compared with G-functionalized materials. The R value is essentially the difference between viable bacteria in an untreated culture and a treated culture; thus, if fewer bacteria are viable after a given treatment, the R value is increased. After 24 h, the R value was 3.8 and 4.4 for PU with G and cotton with G, respectively, and 3.8 and ~5 for PU with GO and cotton with GO, respectively, indicating a significant inhibition of bacterial growth by both functionalized materials (Figure 4C). These experiments confirm that the contact of microorganisms with carbon materials causes a strong interaction that impedes the release of infectious agents in the environment.
The ability of GO to trap pathogens was one of the first properties attributed to this nanomaterial and was reported to result in inhibition of macrophage infection by Mycobacterium tuberculosis (De Maio et al., 2019a, 2019b, 2020), as well as bacteriostatic effect on both Gram-positive and Gram-negative bacteria (Palmieri et al., 2018).
In addition to the potential for integration of GO in PPE, the ability of GO to trap infectious viral particles provides an opportunity for the treatment of water effluents from hospitals and municipalities. This may be a critical application of GO technology, given that coronaviruses can maintain viability in sewage and hospital wastewater and can persist in aquatic environments and wastewater treatment plants (Naddeo and Liu, 2020). With further development, GO technology could be applied to water treatment and air purification and, in combination with monitoring programs, has the potential to reduce environmental viral loads and secondary transmission.
The GO trapping effect has the potential to be leveraged for other applications; for example, it can be used to concentrate analytes in solution, such as DNA, RNA, and viruses (Palmieri et al., 2020), a feature that is useful for the design of new diagnostic assays.
Although the promising results presented here point to the benefits of either G or GO in PPE material, G and GO are not interchangeable. The hydrophilicity of the material is significantly increased with GO, compared with the hydrophobic G (Figure S2). Depending upon the final design of the face mask incorporating a G- or GO-functionalized material, the first choice may be G if a hydrophobic quality is desired, or GO if the material is positioned between the inner and outer layers where it could trap and neutralize the virus. The more hydrophilic nature of GO makes it a better choice in applications that require solutions such as molecular diagnostic devices or water treatment. In Figure 5, a summary of the main results of the article and of possible exploitation of graphene materials in the future is reported.
Conclusions
The findings presented in this work support the further development of integration of graphene or graphene oxide into face mask materials given the specific inhibition of live Sars-CoV-2 particles. In our ongoing efforts, we are applying our knowledge of material functionalization (Cesareo et al., 2020) to develop a feasible and practical material with stability to temperature and mechanical or other forces that can be utilized in masks and PPE for widespread use. The routine use of face masks, now encouraged throughout the world where COVID-19 is present, can reduce viral transmissibility and preserve healthcare capacity (Stutt et al., 2020). Graphene and GO nanomaterials present a critical opportunity to increase face mask efficacy, especially in light of the development of multivalent strategies against SARS-CoV-2, bringing the world closer to the goal of stopping the spread of COVID-19 (Tabish and Hamblin, 2020).
STAR★Methods
Key resources table
REAGENT or RESOURCE | SOURCE | IDENTIFIER |
---|---|---|
Antibodies | ||
Monoclonal rabbit anti-Spike S1 subunit antibodies | Novusbio | clone CR3022 |
secondary anti-rabbit IgG - FITC labelled antibodies | Invitrogen | Ref: 65-6111/ lot: UG285467 |
Bacterial and virus strains | ||
SARS-CoV-2 | Clinical isolate | - |
E. coli | ATCC | 25922 |
Chemicals, peptides, and recombinant proteins | ||
Graphene Oxide (GO) | GrapheneA | C990/GOB105/D |
Paraformaldehyde | ChemCruz | Sc-281692 |
DMEM | EuroClone | P04-03500 |
PBS | EuroClone | ECB4004L |
L-glutamine | EuroClone | ECB3000D |
Streptomycin - Penicillin | EuroClone | ECB3001D |
Trypsin/EDTA | EuroClone | P10-023100 |
Triton X-100 | Sigma | T-9284 |
Cristal Violet | RC | 29524 |
Bovine serum albumin | Sigma | A4503-100G |
Critical commercial assays | ||
LDH assay | Lonza | MK401-2 |
MTT assay (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide | Invitrogen, Life technologies | Lot 2246601/Ref V13154 |
Deposited data | ||
All data reported in this paper will be shared by the lead contact upon request. | ||
Experimental models: Cell lines | ||
VERO | ATCC | CCL-81 |
A549 lung cancer cells | ATCC | CCL-185 |
Software and algorithms | ||
FIJI | ImageJ 1.53c | https://imagej.net/software/fiji/ |
Microsoft Excel 2016 | Microsoft Office | https://www.office.com/ |
GraphPad Prism 8.0 software | GraphPad | https://www.graphpad.com/scientific-software/prism/ |
Resource availability
Lead contact
Further information and requests for resources and reagents should be directed to and will be fulfilled by the lead contact, Massimiliano Papi (massimilianopapi@unicatt,it).
Materials availability
This study did not generate new unique reagents.
Data and code availability
All data reported in this paper will be shared by the lead contact upon request. This paper does not report original code. Any additional information required to reanalyze the data reported in this paper is available from the lead contact upon request.
Experimental model and subject detail
Cell culture
African green monkey kidney (VERO) epithelial cells (ATCC CCL-81 sex of cell Female) were cultured in Dulbecco’s Modified Eagle’s Medium (DMEM) supplemented with 10% inactivated fetal calf serum (FCS) (EuroClone, Milan, Italy), 1 mM glutamine (EuroClone, Milan, Italy), 1% streptomycin - penicillin antibiotics (EuroClone, Milan, Italy) and incubated in a humidified atmosphere (5% CO2 at 37°C) as reported elsewhere (Ammerman et al., 2008). Cells were washed with sterile warm phosphate buffered saline (PBS), trypsinized and counted. Cells were replated in 48-well plates (Wuxi NEST Biotechnology Co., Ltd, China) at 7 x 104 cells/mL. Cells were infected with SARS-CoV-2 virus when > 90% confluent monolayer was observed comprising approximately 1 x 106 cells/well after 72 hours. A549 cells (ATCC sex of cell male) were maintained in DMEM (Sigma-Aldrich) supplemented with 10% fetal bovine serum (FBS, EuroClone), 2% penicillin-streptomycin (Sigma-Aldrich) and 2% L-glutamine (Sigma-Aldrich). Cells were cultivated in T75 flasks and kept at 37°C in 5% CO2 humidity. Biocompatibility test has been performed also on VERO cells using cell culture conditions specified above.
Method details
G and GO sources
G (G+, Directa Plus) and GO (GO, GrapheneA) were used for all experiments. Commercial materials were used to ensure consistency between experiments. G+ is produced according to a proprietary patented technology that involves three different steps: expansion, exfoliation, and drying (Bonetti et al., 2021). GO water dispersion (4 mg/mL) synthesis was performed using the Hummers’ method (Wang et al., 2016). In the Table S1, the main parameters for each nanomaterial are summarized. Full characterization of these nanomaterials is reported elsewhere (Palmieri et al., 2017b; Cesareo et al., 2020).
GO activity in solution against SARS-CoV-2
To assay the ability of GO to trap SARS-CoV-2, we incubated previously titred SARS-CoV-2 particles in suspension with GO diluted in phosphate buffered saline (PBS) supplemented with 1% penicillin – streptomycin. Briefly, 0.06, 0.12, 0.25, and 0.5 mg/mL of GO were incubated with SARS-CoV-2 virus (~105 virus particles/mL). Incubation was performed at 37°C with agitation (100 rpm). Two hours later, GO was removed by centrifugation (14,000 rpm, 5 minutes) and supernatant was used to infect VERO cells (Figure 1A). The cytopathic effect of SARS-CoV-2 was evaluated 72 hours after the infection including full-spectrum light microscopy and image collection for quantification of area covered by viable cells labelled with crystal violet staining. Further infection evaluation was done by labeling of SARS-CoV-2 particles with an anti-spike antibody and performing lactate dehydrogenase (LDH) assay, all described below.
VERO cell infection
To initiate infection, cells were washed with sterile warm PBS and then infected with 0.1 mL of solution containing SARS-CoV-2 (~105 virus particles/mL). Cells were incubated for two hours at standard atmosphere conditions (37°C, 5% CO2), then the infection solution was removed and replaced with fresh DMEM medium supplemented with 2% FCS, 1 mM glutamine, and 1% streptomycin - penicillin as above. Cells were incubated and infection status was evaluated daily. All experiments that involved SARS-CoV-2 manipulation was carried out in Biosafety level 3 laboratory (BSL3) in the Institute of Microbiology of IRCCS – Fondazione Policlinico Gemelli.
Immunofluorescence
IF was performed to assess viral replication in VERO cells. Cells were fixed by using 4% paraformaldehyde for 30 minutes. After three washes, fixed cells were permeabilized (0.02% Triton X-100 in PBS) and a blocking step was performed by using PBS supplemented with 0.3% bovine serum albumin (BSA) (De Maio et al., 2014). SARS-CoV-2 viral particles were labelled with monoclonal rabbit anti-Spike S1 subunit antibodies (Novusbio, clone CR3022), the plate was incubated for 3 hours at room temperature, and after washes with PBST, incubated with secondary anti-rabbit IgG - FITC labelled antibodies (Ref: 65-6111/ lot: UG285467, Invitrogen). The fluorescent signal was detected by using a Nikon eclipse TS100 and images used for quantification of the signal as described below.
Cell viability
To evaluate cell viability, LDH levels in cell culture media supernatants were determined. Each supernatant was diluted according to the LDH kit manufacturer’s instructions (LONZA) before incubation with the substrate. Thirty minutes later absorbance at 450 nm was measured with a plate reader (BioRad).
Crystal violet staining
Crystal violet labels the DNA of live, adherent cells and was used to quantify viable cells. Cells were fixed as described above and then stained by using Crystal violet for 30 minutes. After incubation, five washes were carried out and images of random fields for each condition were acquired and the stain signal quantified as described below.
Image analysis
Images were analyzed using open-access ImageJ software version 1.47v (NIH, USA). Every set of .tiff images corresponding to crystal violet staining were analyzed through the “Process>Batch>Macro tool”. Each image was converted to 8-bit image. Minimum and Maximum thresholds were manually set for each batch of images to correctly convert areas to white and black, respectively. Prior to perform the “Measure” tool of ImageJ, images were processed with the "Smooth" and "Convert to Mask". The fraction of the area covered by cells is then automatically stored in the results file. IF images were generated by merging image of cells acquired with direct light and the corresponding image acquired with 476 nm light (UV) by ImageJ software built-in tool “Image>Color>Merge” using the grey and green channels, respectively.
Functionalization of materials
Polyurethane (PU) and cotton materials were functionalized with G+ or GO as previously described (Zhao et al., 2013; Rizzi et al., 2021).
Scanning electron microscopy (SEM)
SEM was performed to evaluate graphene and GO distribution on materials. A piece of each material was cut (1x1 cm) and sputter-coated with platinum then imaged with SEM Supra 25 (Zeiss, Germany). Images were acquired at several magnifications.
Antiviral effects (flow filtration)
A 3D printed custom sample holder was produced using Ultimaker S3 to hold material samples. SARS-CoV-2 infection solution was prepared as indicated above and 1 mL was filtered through the device containing the material. Positive and negative controls are represented by infection solution and sterile PBS passed through empty filters, respectively. 0.1 mL of each eluate was used to infect VERO cells as indicated above. The cytopathic effect was evaluated at 72 hours after the infection.
Antiviral effects (static conditions)
The antiviral property of materials was evaluated following ISO18184 procedures. 0.05 mL of PBS containing SARS-CoV-2 virus was put on the surface of a 1x1 cm2 textile TNT and cotton and corresponding graphene functionalized materials. After two hours of incubation, each material was recovered in a new tube containing 5 ml of DMEM supplemented with 2% inactivated FCS, 1 mM glutamine, 1% streptomycin - penicillin antibiotics. Additionally, 0.1 mL was used to wash and to collect infection solution in the wells containing the materials. Each tube containing infected material was vigorously vortexed five times and 0.1 mL was used to infect VERO cells as described above. The cytopathic effect was monitored daily by visual inspection.
Biocompatibility of functionalized materials
To assess if the cotton or PU materials functionalized with G or GO were toxic to cells, in the absence of virus, A549 lung cancer cells and VERO cells were incubated with material-exposed medium.
Material biocompatibility was evaluated according to ISO 10993. Material pieces (2 x 2 cm) were incubated in 10 mL of complete medium at 37°C for 24 hours. Meanwhile, cells were seeded on 96-well (Corning) at a density of 105cells/mL, and kept at 37°C in 5% CO2 humidity for 24 hours. After incubation, supernatant in the multiwell was aspirated and replaced with 100 μL of culture medium incubated with functionalized materials. Cells were then kept at 37°C in 5% CO2 humidity. After 24 hours, MTT assay (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (Invitrogen, Life technologies, Italy)) was performed. Briefly, culture medium was removed and replaced with fresh medium containing 12 mM MTT. Cells were incubated for 4 hours at 37°C in 5% CO2 humidity. After incubation, 100 μL of component B (1 mg of sodium dodecyl sulfate in 10 mL of 0.01 M HCl) per 100 μL of medium was added to each well, and incubated for 16 hours. Absorbance was read at 570 nm with a microplate reader (Cytation3, Biotek) and results were normalized by control cells.
Antibacterial properties
E. coli (ATCC 25922) was used to perform tests of antibacterial effects of materials according to ISO 20743:2013 using a colony plate count method. Cotton or PU without G or GO were used as control materials to validate the growth condition of test bacteria and validate the test. Bacteria were grown in sterile Luria-Broth (LB) medium at 37°C overnight. A sub-inoculum of the bacteria was grown until a logarithmic phase of growth was achieved and diluted to a concentration of 105 cells/mL. Material test specimens were cut in pieces (2 cm x 2 cm) and incubated with 200 μL of bacterial suspension and incubated at 37°C. Bacteria were retrieved from each specimen at several time points to count colony forming units (CFU) on LB agar plates. Antibacterial efficacy is expressed with R value which is obtained by R=UT-AT. UT is the average of the common logarithm of the number of viable bacteria, in cells/cm2, recovered from the untreated test specimens after 24 h; AT is the average of the common logarithm of the number of viable bacteria, in cells/cm2, recovered from the treated test specimens after 24 h. All tests were performed in triplicate.
Quantification and statistical analysis
All experiments have been replicated at least three times. Microsoft Excel 2010 (Microsoft Office) and GraphPad Prism 8.0 software (GraphPad) were used to compile and analyze data. All data are expressed as mean with standard deviation (SD) and analyzed by one-way ANOVA comparison tests followed by Tukey’s correction. Statistically significant results are indicated with “∗” according to p value (p < 0.05 = ∗; p < 0.01 = ∗∗; p < 0.001 = ∗∗∗; p < 0.0001 = ∗∗∗∗). Statistical methods details can be found in the Figure Legends.
Acknowledgments
This paper is in memory of G.B., who died prematurely. Work presented in this paper has been partially supported by Directa Plus Srl. Università Cattolica del Sacro Cuore contributed to the funding of this research project and its publication.
Author contributions
This study was designed by F.D.M., V.P., G.D., M. Sali, P.S.-S., and M.P. Infection experiments, and related assays, were performed by F.D.M., I.P., and A.S. Bacteria-based experiments were performed by V.P. and A.A. Electron microscopy was performed by V.P. and A.A. Cell viability experiments were performed by F.D.M. and G.P. Data analysis and figure preparation were conducted by F.D.M., V.P., and G.B. F.D.M., V.P., G.D., M. Sali, P.S.-S., and M.P. wrote the paper. M.D.S. and M. Sanguinetti discussed all the results presented and revised the paper. L.G.R. and G.C. developed and produced graphene nanoplatelets and realized G material functionalization. M.P. and V.P. realized GO material functionalization. All authors read, critically revised, and approved the final manuscript.
Declaration of interests
L.G.R. and G.C. are both employees of Directa-Plus Srl, and P.S.-S. is a shareholder of Directa-Plus Srl. L.G.R. and G.C. are both inventors for the patents WO2015193267A1 and WO2019202028A1. Other authors declare no competing interests.
Published: July 23, 2021
Footnotes
Supplemental information can be found online at https://doi.org/10.1016/j.isci.2021.102788.
Supplemental information
References
- Akhavan O., Choobtashani M., Ghaderi E. ‘Protein degradation and RNA efflux of viruses photocatalyzed by graphene–tungsten oxide composite under visible light irradiation’. J. Phys. Chem. C. 2012;116:9653–9659. [Google Scholar]
- Ammerman N.C., Beier-Sexton M., Azad A.F. Growth and maintenance of Vero cell lines. Curr. Protoc. Microbiol. 2008;11:A-4E. doi: 10.1002/9780471729259.mca04es11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Arons M.M., Hatfield K.M., Reddy S.C., Kimball A., James A., Jacobs J.R., Taylor J., Spicer K., Bardossy A.C., Oakley L.P. Presymptomatic SARS-CoV-2 infections and transmission in a skilled nursing facility. N. Engl. J. Med. 2020;382:2081–2090. doi: 10.1056/NEJMoa2008457. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bonetti L., Fiorati A., Serafini A., Masotti G., Tana F., D'Agostino A., Draghi L., Altomare L., Chiesa R., Farè S. Graphene nanoplatelets composite membranes for thermal comfort enhancement in performance textiles. J. Appl. Polym. Sci. 2021;138:49645. [Google Scholar]
- Bourque A.J., Rutledge G.C. Empirical potential for molecular simulation of graphene nanoplatelets. J. Chem. Phys. 2018;148:144709. doi: 10.1063/1.5023117. [DOI] [PubMed] [Google Scholar]
- Cesareo G., Parrini M.R., Rizzi L.G. Google Patents; 2020. Continuous Process for Preparing Pristine Graphene Nanoplatelets. [Google Scholar]
- Chen Y.N., Hsueh Y.H., Hsieh C.T., Tzou D.Y., Chang P.L. ‘Antiviral activity of graphene–silver nanocomposites against non-enveloped and enveloped viruses’. Int. J. Environ. Res. Public Health. 2016;13:430. doi: 10.3390/ijerph13040430. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Donskyi I.S., Azab W., Cuellar-Camacho J.L., Guday G., Lippitz A., Unger W.E.S., Osterrieder K., Adeli M., Haag R. Functionalized nanographene sheets with high antiviral activity through synergistic electrostatic and hydrophobic interactions. Nanoscale. 2019;11:15804–15809. doi: 10.1039/c9nr05273a. [DOI] [PubMed] [Google Scholar]
- Feng S., Shen C., Xia N., Song W., Fan M., Cowling B.J. Rational use of face masks in the COVID-19 pandemic. Lancet Respir. Med. 2020;8:434–436. doi: 10.1016/S2213-2600(20)30134-X. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Frost R., Jönsson G.E., Chakarov D., Svedhem S., Kasemo B. Graphene oxide and lipid membranes: interactions and nanocomposite structures. Nano Lett. 2012;12:3356–3362. doi: 10.1021/nl203107k. [DOI] [PubMed] [Google Scholar]
- Jones S.T., Cagno V., Janeček M., Ortiz D., Gasilova N., Piret J., Gasbarri M., Constant D.A., Han Y., Vuković L. Modified cyclodextrins as broad-spectrum antivirals. Sci. Adv. 2020;6:eaax9318. doi: 10.1126/sciadv.aax9318. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kumar A., Sharma K., Dixit A.R. Role of graphene in biosensor and protective textile against viruses. Med. Hypotheses. 2020;144:110253. doi: 10.1016/j.mehy.2020.110253. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kumar S., Parekh S.H. Linking graphene-based material physicochemical properties with molecular adsorption, structure and cell fate. Commun. Chem. 2020;3:1–11. doi: 10.1038/s42004-019-0254-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lin Z., Wang Z., Zhang X., Diao D. Superhydrophobic, photo-sterilize, and reusable mask based on graphene nanosheet-embedded carbon (GNEC) film. Nano Res. 2020:1–14. doi: 10.1007/s12274-020-3158-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu Z., Chu R., Gong L., Su B., Wu J. The assessment of transmission efficiency and latent infection period in asymptomatic carriers of SARS-CoV-2 infection. Int. J. Infect. Dis. 2020;99:325–327. doi: 10.1016/j.ijid.2020.06.036. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Clase C.M., Fu E.L., Joseph M., Beale R.C., Dolovich M.B., Jardine M., Mann M.F., Pecoits-Filho R., Winkelmayer W.C., Carrero J.J. American College of Physicians; 2020. Cloth Masks May Prevent Transmission of COVID-19: An Evidence-Based, Risk-Based Approach; pp. M20–M2567. [DOI] [PMC free article] [PubMed] [Google Scholar]
- De Maio F., Maulucci G., Minerva M., Anoosheh S., Palucci I., Iantomasi R., Palmieri V., Camassa S., Sali M., Sanguinetti M. Impact of protein domains on PE_PGRS30 polar localization in Mycobacteria. PLoS One. 2014;9:e112482. doi: 10.1371/journal.pone.0112482. [DOI] [PMC free article] [PubMed] [Google Scholar]
- De Maio F., Palmieri V., De Spirito M., Delogu G., Papi M. Carbon nanomaterials: a new way against tuberculosis. Expert Rev. Med. Devices. 2019;16:863–875. doi: 10.1080/17434440.2019.1671820. [DOI] [PubMed] [Google Scholar]
- De Maio F., Palmieri V., Salustri A., Perini G., Sanguinetti M., De Spirito M., Delogu G., Papi M. Graphene oxide prevents mycobacteria entry into macrophages through extracellular entrapment. Nanoscale Adv. 2019;1:1421–1431. doi: 10.1039/c8na00413g. [DOI] [PMC free article] [PubMed] [Google Scholar]
- De Maio F., Palmieri V., Santarelli G., Perini G., Salustri A., Palucci I., Sali M., Gervasoni J., Primiano A., Ciasca G. Graphene oxide-linezolid combination as potential new anti-tuberculosis treatment. Nanomaterials. 2020;10:1431. doi: 10.3390/nano10081431. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Matharu R.K., Porwal H., Chen B., Ciric L., Edirisinghe M. ‘Viral filtration using carbon-based materials’. Med. Devices Sens. 2020;3:e10107. doi: 10.1002/mds3.10107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Naddeo V., Liu H. Editorial Perspectives: 2019 novel coronavirus (SARS-CoV-2): what is its fate in urban water cycle and how can the water research community respond? Environ. Sci. Water Res. Technol. 2020;6:1213–1216. [Google Scholar]
- Naskalska A., Dabrowska A., Szczepanski A., Milewska A., Jasik K.P., Pyrc K. Membrane protein of human coronavirus NL63 is responsible for interaction with the adhesion receptor. J. Virol. 2019;93 doi: 10.1128/JVI.00355-19. e00355–19. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Palmieri V., Bugli F., Lauriola M.C., Cacaci M., Torelli R., Ciasca G., Conti C., Sanguinetti M., Papi M., De Spirito M. Bacteria meet graphene: modulation of graphene oxide nanosheet interaction with human pathogens for effective antimicrobial therapy. ACS Biomater. Sci. Eng. 2017;3:619–627. doi: 10.1021/acsbiomaterials.6b00812. [DOI] [PubMed] [Google Scholar]
- O’Dowd K., Nair K.M., Forouzandeh P., Mathew S., Grant J., Moran R., Bartlett J., Bird J., Pillai S.C. Face masks and respirators in the fight against the COVID-19 pandemic: a review of current materials, Advances and Future perspectives. Materials. 2020;13:3363. doi: 10.3390/ma13153363. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Palmieri V., Barba M., Di Pietro L., Gentilini S., Braidotti M.C., Ciancico C., Bugli F., Ciasca G., Larciprete R., Lattanzi W. Reduction and shaping of graphene-oxide by laser-printing for controlled bone tissue regeneration and bacterial killing. 2d Mater. 2017;5:015027. [Google Scholar]
- Palmieri V., Carmela Lauriola M., Ciasca G., Conti C., De Spirito M., Papi M. The graphene oxide contradictory effects against human pathogens. Nanotechnology. 2017;28:152001. doi: 10.1088/1361-6528/aa6150. [DOI] [PubMed] [Google Scholar]
- Palmieri V., Bugli F., Cacaci M., Perini G., Maio F., Delogu G., Torelli R., Conti C., Sanguinetti M., Spirito M. Graphene oxide coatings prevent Candida albicans biofilm formation with a controlled release of curcumin-loaded nanocomposites. Nanomedicine (Lond) 2018;13:2867–2879. doi: 10.2217/nnm-2018-0183. [DOI] [PubMed] [Google Scholar]
- Palmieri V., Di Pietro L., Perini G., Barba M., Parolini O., De Spirito M., Lattanzi W., Papi M. Graphene oxide nano-concentrators selectively modulate RNA trapping according to metal cations in solution. Front. Bioeng. Biotechnol. 2020;8:421. doi: 10.3389/fbioe.2020.00421. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Palmieri V., De Maio F., De Spirito M., Papi M. Face masks and nanotechnology: keep the blue side up. Nano Today. 2021;37:101077. doi: 10.1016/j.nantod.2021.101077. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Palmieri V., Papi M. Can graphene take part in the fight against COVID-19? Nano Today. 2020;33:100883. doi: 10.1016/j.nantod.2020.100883. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Raghav P.K., Mohanty S. Are graphene and graphene-derived products capable of preventing COVID-19 infection? Med. Hypotheses. 2020;144:110031. doi: 10.1016/j.mehy.2020.110031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rizzi L.G., Cesareo G., Popescu R. Google Patents; 2021. Textile Article Comprising Graphene and Process for its Preparation. [Google Scholar]
- Rui L., Liu J., Li J., Weng Y., Dou Y., Yuan B., Yang K., Ma Y. Reduced graphene oxide directed self-assembly of phospholipid monolayers in liquid and gel phases. Biochim. Biophys. Acta. 2015;1848:1203–1211. doi: 10.1016/j.bbamem.2015.02.018. [DOI] [PubMed] [Google Scholar]
- Sarkar S., Mukhopadhyay A., Sen S., Mondal S., Banerjee A., Mandal P., Ghosh R., Megaridis C.M., Ganguly R. Transactions of the Indian National Academy of Engineering; 2020. Leveraging Wettability Engineering to Develop Three-Layer DIY Face Masks from Low-Cost Materials; p. 1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shams E., Yeganeh H., Naderi-Manesh H., Gharibi R., Mohammad Hassan Z. Polyurethane/siloxane membranes containing graphene oxide nanoplatelets as antimicrobial wound dressings: in vitro and in vivo evaluations. J. Mater. Sci. Mater. Med. 2017;28:75. doi: 10.1007/s10856-017-5881-z. [DOI] [PubMed] [Google Scholar]
- Sommerstein R., Fux C.A., Vuichard-Gysin D., Abbas M., Abbas J., Balmelli C., Troillet N., Harbarth S., Schlegel M., Widmer A. Risk of SARS-CoV-2 transmission by aerosols, the rational use of masks, and protection of healthcare workers from COVID-19. Antimicrob. Resist. Infect. Control. 2020;9:1–8. doi: 10.1186/s13756-020-00763-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Song Z., Wang X., Zhu G., Nian Q., Zhou H., Yang D., Qin C., Tang R. Virus capture and destruction by label-free graphene oxide for detection and disinfection applications. Small. 2015;11:1171–1176. doi: 10.1002/smll.201401706. [DOI] [PubMed] [Google Scholar]
- Sportelli M.C., Izzi M., Kukushkina E.A., Hossain S.I., Picca R.A., Ditaranto N., Cioffi N. Can nanotechnology and materials science help the fight against SARS-CoV-2? Nanomaterials. 2020;10:802. doi: 10.3390/nano10040802. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Srivastava A.K., Dwivedi N., Dhand C., Khan R., Sathish N., Gupta M.K., Kumar R., Kumar S. Potential of graphene-based materials to combat COVID-19: properties, perspectives and Prospects. Mater. Today Chem. 2020;18:100385. doi: 10.1016/j.mtchem.2020.100385. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stutt R.O.J.H., Retkute R., Bradley M., Gilligan C.A., Colvin J. A modelling framework to assess the likely effectiveness of facemasks in combination with ‘lock-down’in managing the COVID-19 pandemic. Proc. R. Soc. A. 2020;476:20200376. doi: 10.1098/rspa.2020.0376. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sunjaya A.P., Jenkins C. Rationale for universal face masks in public against COVID-19. Respirology. 2020;25:678–679. doi: 10.1111/resp.13834. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tabish T.A., Hamblin M.R. Multivalent nanomedicines to treat COVID-19: a slow train coming. Nano Today. 2020;35:100962. doi: 10.1016/j.nantod.2020.100962. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Valentini L., Bittolo Bon S., Signetti S., Pugno N.M. Graphene-based bionic composites with multifunctional and repairing properties. ACS Appl. Mater. Interfaces. 2016;8:7607–7612. doi: 10.1021/acsami.6b02530. [DOI] [PubMed] [Google Scholar]
- Wang M., Niu Y., Zhou J., Wen H., Zhang Z., Luo D., Gao D., Yang J., Liang D., Li Y. The dispersion and aggregation of graphene oxide in aqueous media. Nanoscale. 2016;8:14587–14592. doi: 10.1039/c6nr03503e. [DOI] [PubMed] [Google Scholar]
- Weiss C., Carriere M., Fusco L., Capua I., Regla-Nava J.A., Pasquali M., Scott J.A., Vitale F., Unal M.A., Mattevi C. Toward nanotechnology-enabled approaches against the COVID-19 pandemic. ACS Nano. 2020;14:6383–6406. doi: 10.1021/acsnano.0c03697. [DOI] [PubMed] [Google Scholar]
- Yang X.X., Li C.M., Li Y.F., Wang J., Huang C.Z. Synergistic antiviral effect of curcumin functionalized graphene oxide against respiratory syncytial virus infection. Nanoscale. 2017;9:16086–16092. doi: 10.1039/c7nr06520e. [DOI] [PubMed] [Google Scholar]
- Zhao J., Deng B., Lv M., Li J., Zhang Y., Jiang H., Peng C., Li J., Shi J., Huang Q., Fan C. Graphene oxide-based antibacterial cotton fabrics. Adv. Healthc. Mater. 2013;2:1259–1266. doi: 10.1002/adhm.201200437. [DOI] [PubMed] [Google Scholar]
- Zhiqing L., Yongyun C., Wenxiang C., Mengning Y., Yuanqing M., Zhenan Z., Haishan W., Jie Z., Kerong D., Huiwu L. Surgical masks as source of bacterial contamination during operative procedures. J. Orthop. Translat. 2018;14:57–62. doi: 10.1016/j.jot.2018.06.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhong H., Zhu Z., Lin J., Cheung C.F., Lu V.L., Yan F., Chan C.Y., Li G. Reusable and recyclable graphene masks with outstanding superhydrophobic and photothermal performances. ACS Nano. 2020;14:6213–6221. doi: 10.1021/acsnano.0c02250. [DOI] [PubMed] [Google Scholar]
- Ziem B., Thien H., Achazi K., Yue C., Stern D., Silberreis K., Gholami M.F., Beckert F., Gröger D., Mülhaupt R. Highly efficient multivalent 2D nanosystems for inhibition of orthopoxvirus particles. Adv. Healthc. Mater. 2016;5:2922–2930. doi: 10.1002/adhm.201600812. [DOI] [PubMed] [Google Scholar]
- Ziem B., Azab W., Gholami M.F., Rabe J.P., Osterrieder N., Haag R. Size-dependent inhibition of herpesvirus cellular entry by polyvalent nanoarchitectures. Nanoscale. 2017;9:3774–3783. doi: 10.1039/c7nr00611j. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All data reported in this paper will be shared by the lead contact upon request. This paper does not report original code. Any additional information required to reanalyze the data reported in this paper is available from the lead contact upon request.