Abstract
In the coronavirus disease 2019 (COVID-19) health crisis, one major challenge is to identify the susceptibility factors of severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2) in order to adapt the recommendations for populations, as well as to reduce the risk of COVID-19 development in the most vulnerable people, especially patients with chronic respiratory diseases such as cystic fibrosis (CF). Airway epithelial cells (AECs) play a critical role in the modulation of both immune responses and COVID-19 severity. SARS-CoV-2 infects the airway through the receptor angiotensin-converting enzyme 2, and a host protease, transmembrane serine protease 2 (TMPRSS2), plays a major role in SARS-CoV-2 infectivity. Here, we show that Pseudomonas aeruginosa increases TMPRSS2 expression, notably in primary AECs with deficiency of the ion channel CF transmembrane conductance regulator (CFTR). Further, we show that the main component of P. aeruginosa flagella, the protein flagellin, increases TMPRSS2 expression in primary AECs and Calu-3 cells, through activation of Toll-like receptor-5 and p38 MAPK. This increase is particularly seen in Calu-3 cells deficient for CFTR and is associated with an intracellular increased level of SARS-CoV-2 infection, however, with no effect on the amount of virus particles released. Considering the urgency of the COVID-19 health crisis, this result may be of clinical significance for CF patients, who are frequently infected with and colonized by P. aeruginosa during the course of CF and might develop COVID-19.
Introduction
As of October 30, 2021, the coronavirus disease 2019 (COVID-19) pandemic, caused by severe acute respiratory syndrome (SARS)-coronavirus (CoV)-2, has infected nearly 245 million people globally and led to >4.9 million deaths (https://covid19.who.int). In this health crisis, one of the major challenges is to identify the susceptibility factors of the infecting virus in order to adapt public health recommendations and to reduce the risk of getting COVID-19, particularly in the case of the most vulnerable people: patients with common chronic respiratory diseases such as asthma and chronic obstructive pulmonary disease, and patients with less common or rare chronic respiratory diseases such as cystic fibrosis (CF). Given their lung impairments, patients with chronic respiratory diseases can reasonably be expected to face an elevated risk of developing severe COVID-19, but the magnitude of this risk remains uncertain (). Together with clinical follow-up studies conducted to more accurately estimate the disease risk of these patients, basic research on the pathophysiology of SARS-CoV-2 infection should provide critical insights into how COVID-19 affects patients with respiratory diseases.
The aforementioned COVID-19 development in patients is particularly relevant in the case of people with CF (pwCF). CF is caused by variants in the gene CFTR (CF transmembrane conductance regulator), with the most frequent variant being F508del, which leads to aberrant function of airway epithelial cells (AECs). During the course of CF, the lungs of the patients are inflamed and chronically infected by various pathogens, including Pseudomonas aeruginosa, the most prevalent pathogen (). The most recent multinational report identified 181 cases of pwCF infected by SARS-CoV-2, and recorded 7 deaths (); among the 181 pwCF, 82% were symptomatic, 47% were hospitalized, and 51% showed airway infection by P. aeruginosa.
AECs play a critical role in the regulation of both the immune response and the severity of COVID-19 (). Notably, several studies examining SARS-CoV-2 cellular tropism have demonstrated that ciliated and secretory cells are the major targets of infection (–). SARS-CoV-2 infects the airway mainly through the cell-surface receptor angiotensin-converting enzyme-2 (ACE2), and two specific host proteases, TMPRSS2 (transmembrane serine protease 2) and FURIN, have been shown to play a major role in SARS-CoV-2 infectivity (–).
Here, we show that the main component of P. aeruginosa flagella, the protein flagellin (Pa-F), upregulates TMPRSS2 expression in AECs, especially in patients’ cells deficient for CFTR, through Toll-like receptor-5 (TLR5) and p38 activation. Importantly, this enhanced TMPRSS2 expression is associated with an increase in the level of SARS-CoV-2 infection.
Material and Methods
Reagents
Ultrapure flagellin from P. aeruginosa (tlrl-pafla) and ultrapure (tlrl-epstfla), recombinant (tlrl-flic), and vaccigrade (vac-fla) flagellin from Salmonella enterica serovar Typhimurium were from InvivoGen (San Diego, CA, USA). Anti-TLR5 antibody and NF-κB inhibitor (BAY 11-7082) were from InvivoGen. DMSO and p38 inhibitor (SB203580) were from Sigma-Aldrich (Saint-Louis, MO, USA).
Cell Culture
Calu-3 cells (ATCC HTB-55™/Lot: 62657853) and Calu-3-CFTR-WT and Calu-3-CFTR-KD cells (generously provided by Prof. Marc Chanson, University of Geneva, Switzerland) were cultured in MEM-Glutamax (Gibco, Paisley, UK) supplemented with 10% fetal calf serum (FCS; Eurobio, Les Ulis, France) and 1% non-essential amino acids, 10 mmol/L HEPES (pH 7.2-7.5), 1% sodium pyruvate, and 1% antibiotics (all from Gibco). They grow at the air-liquid interface, in Transwell® dishes (12 mm; 3460, Corning, Kennebunk, ME, USA), to obtain polarized cells as previously described (). Primary human bronchial epithelial cells (source characteristics listed in Table 1) were cultured as recommended by the manufacturer by using hAEC complete culture medium (Epithelix, Geneva, Switzerland). Beas-2B cells (CRL-9609™/Lot: 59227035) were cultured in F12 medium supplemented with 10% FCS, 10 mmol/L HEPES, and 1% antibiotics. 16HBE14o- cells were generously supplied by Pr. Dieter Gruenert (originator) and Dr. Beate Illek (provider) from the University of California San Francisco (UCSF); the cells were cultured in MEM-Glutamax supplemented with 10% FCS and 1% antibiotics, as recommended by the provider. Caco-2/TC7 cell line, a clonal population established from human colon carcinoma Caco-2 cells at late passage (), were generously provided by Dr. Véronique Carrière (Sorbonne Université/Centre de recherche St-Antoine); the cells were cultured in high-glucose DMEM-Glutamax (Gibco) supplemented with 20% FCS, 1% non-essential amino acids, and 1% antibiotics.
Table 1
| Group | Reference | Origin | Sex | Age | CFTR variant | Smoker | Used in |
|---|---|---|---|---|---|---|---|
| WT | 02AB077201F2 | Caucasian | Male | 63 | – | No | Figure 1C |
| 02AB068001F2 | Caucasian | Female | 71 | – | No | Figure 1C | |
| 02AB067101 | Caucasian | Male | 72 | – | No | Figure 1C | |
| 02AB0839.01 | Caucasian | Male | 54 | – | No | Figure 1C | |
| CF | CFAB043703 | Unknown | Male | 27 | F508del/F508del | No | Figure 1C |
| CFAB060901 | Unknown | Female | 21 | F508del/F508del | No | Figure 1C | |
| CFAB045202 | Unknown | Male | 32 | F508del/F508del | No | Figure 1C | |
| CFAB064901 | Unknown | Female | 37 | F508del/1717-1G>A | No | Figures 1C, 3D, E |
Characteristics of donors of bronchial epithelial cells.
Reverse Transcription-qPCR
Human RNA was isolated using a NucleoSpin RNA/miRNA kit (Macherey Nagel, Duren, Germany). RT was performed using a high-capacity cDNA kit (Applied Biosystems, Foster City, CA, USA). Real-time qPCR was performed by using an ABI QS3 with a Sensifast Probe Lo-Rox Kit (Bio-technofix, Guibeville, France), TaqMan probes for ACE2 (Hs01085333_m1), TMPRSS2 (Hs00237175_m1), FURIN (Hs00965485_g1), and GAPDH (Hs02786624_g1), and a cDNA template. For relative quantification, the expression level of target genes was normalized to the expression of GAPDH relative to the reference group (specified in the figure legends) used as a calibrator and was calculated using the 2−ΔΔCt method.
SARS-CoV-2 Infection and Viral Quantification
Fully polarized Calu-3 cells grown at the air-liquid interface were infected with SARS-CoV-2 (strain BetaCoV/France/IDF0571/2020; accession ID EPI_ISL_411218) at a multiplicity of infection of 1, as previously described (1 h of contact with the virus followed by a change of the medium, and analysis at 24h) (). Viral quantification through RT-qPCR targeting of ORF1b-nsp14 was performed as described ().
Western Blotting
Total proteins were extracted using RIPA buffer (Euromedex, Souffelweyersheim, France), and then equal amounts of proteins were reduced, size-separated on 12% stain-free precast SDS-polyacrylamide gels (Bio-Rad, Hercules, CA, USA), and transferred to nitrocellulose membranes by using an iBlot2 apparatus (Thermo Fisher Scientific). The membranes were blocked in 5% milk in TBS-Tween 0.1% and incubated with specific primary antibodies overnight at 4°C; the antibodies were against ACE2 (AF933, R&D Systems, Minneapolis, MN, USA; 1:200), phospho- and total p38 (9211 and 9212, Cell Signaling Technology, Danvers, MA, USA; 1:2,000), phospho- and total NF-κB p65 (3039 and 8242, Cell Signaling Technology; 1:2,000), and β-actin (A2228, Sigma-Aldrich; 1:5,000). The blots were exposed to horseradish peroxidase-conjugated anti-rabbit (Cell Signaling Technology, 7074; 1:10,000) and anti-goat (A27104, Thermo Fisher Scientific; 1:2,000) secondary antibodies, and bound antibodies were detected using Clarity chemiluminescent substrate (Bio-Rad). Images were recorded using a Fujifilm LAS-3000 bioimaging system (Stamford, CT, USA).
Immunofluorescence
After various treatments, Calu-3 grown at the air-liquid interface were rinsed with PBS and fixed with ice-cold 4% paraformaldehyde for 20 min, permeabilized for 10 min with 0.1% Triton X-100 in PBS, and then washed with PBS and incubated in a blocking solution (PBS + 5% BSA) for 1 h. Next, the cells were incubated overnight at 4°C with primary antibodies against TMPRSS2 (14437-1-AP, Thermo Fisher Scientific; 1:100) or ACE2 (AF933, R&D Systems; 1:60) in PBS supplemented with 1% BSA, and on the following day, the cells were washed (3 × 5 min) with PBS and incubated for 1 h at room temperature with secondary antibodies, anti-rabbit Alexa 488 (4412, Cell Signaling Technology, 1:2,000) or anti-goat Alexa 488 (A11078, Thermo Fisher Scientific, 1:2,000). After staining with 4,6-diamidino-2-phenylindole (DAPI), coverslips were mounted and sealed with ProLong diamond mounting medium (Thermo Fisher Scientific). Fluorescent images were obtained using an Olympus BX43 microscope (Hamburg, Germany).
ELISA
Concentrations of human IL-8, IL-6, IFN-β, IFN-λ in cell supernatants were measured using ELISA kits (DY208, DY206, DY814 and DY1598B, R&D Systems), according to the manufacturer’s instructions. The substrate 3,3′,5,5′-tetramethylbenzidine was from Cell Signaling Technology.
Statistical Analysis
Differences among groups were assessed for statistical significance by using Prism 9.00 software (GraphPad Software, La Jolla, CA, USA), as indicated in the figure legends. P < 0.05 was considered statistically significant.
Ethics
This project was approved (Opinion number 20-688) by the Inserm Institutional Review Board (IRB00003888, IORG0003254, FWA00005831).
Data Availability
RNAseq data used here are from a transcriptomic study () which RNAseq raw datafiles are available in the European Nucleotide Archive (ENA) (primary accession number PRJEB9292). http://www.ebi.ac.uk/ena/data/view/PRJEB9292.
Results
ACE2, FURIN, and TMPRSS2 Expression In CF and Non-CF Primary Human AECs Upon P. aeruginosa Infection
We first examined ACE2, FURIN, and TMPRSS2 expression from a previous transcriptomic study performed using primary hAECs; the cells were isolated from control (non-CF) donors and pwCF homozygous for the CFTR F508del variant, and were infected by P. aeruginosa (). At baseline (time 0 h), similar ACE2 and FURIN mRNA expression levels were observed in non-CF and CF primary hAECs (Figure 1A), whereas TMPRSS2 expression was significantly higher in CF primary hAECs (Figures 1A, B). Importantly, P. aeruginosa infection increased TMPRSS2 mRNA expression over time in CF but not in non-CF primary hAECs (Figures 1A, B), whereas the infection did not affect ACE2 and FURIN expression (Figure 1A).
Figure 1
Because the most critical proinflammatory factor from P. aeruginosa present in the sputum of pwCF is flagellin (
ACE2, FURIN, and TMPRSS2 Expression in CFTR-Sufficient and -Deficient Calu-3 Cells Exposed to P. aeruginosa Flagellin
To investigate the mechanism underlying the aforementioned increase in TMPRSS2 expression and to eliminate the interindividual variability, we sought to identify AEC lines expressing detectable levels of ACE2 and TMPRSS2 mRNA and protein. Thus, we measured ACE2 and TMPRSS2 expression in the AEC lines Calu-3, Beas-2B, and 16HBE (Figure 2A), which revealed that Calu-3 cells expressed higher mRNA levels of ACE2 and TMPRSS2 relative to the other cell lines, and that ACE2 protein was detected only in Calu-3 cells. These results agree with the documented higher ability of SARS-CoV-2 to replicate in Calu-3 cells than in Beas-2B cells (
Figure 2

Effect of P. aeruginosa flagellin on ACE2, FURIN, and TMPRSS2 expression in CFTR-deficient Calu-3 cells. (A)ACE2 and TMPRSS2 mRNA expression in submerged cultures of Calu-3, Beas-2B (reference), and 16HBE14o- cell lines (n = 3, ANOVA with Dunnett’s multiple-comparison test, control group: Calu-3, ****P < 0.0001). GAPDH, housekeeping gene. Representative western blot (with 20 μg of protein) showing ACE2 and β-actin protein expression in submerged cultures of Calu-3, Beas-2B, and 16HBE14o- cell lines. TMPRSS2(B) and ACE2(C) mRNA expression (relative to that of housekeeping gene GAPDH) in Calu-3-CFTR-WT (reference group) and -CFTR-KD cells grown at the air-liquid interface and either not stimulated (–) or stimulated for 3 or 6 h with P. aeruginosa flagellin (Pa-F, 50 ng/mL) (n = 5, ANOVA with Bonferroni’s multiple-comparison test, *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001). (D) Immunofluorescence analysis of TMPRSS2 and ACE2 protein expression in Calu-3 cells (ATCC) grown at the air-liquid interface and stimulated with Pa-F for 18 h; scale bar, 20 μm.
In accord with what was observed in CF primary hAECs, we found that exposure of Calu-3 cells to P. aeruginosa flagellin significantly increased TMPRSS2 mRNA expression (Figure 2B) in a dose-dependent manner (Supplementary Figure 1) without affecting the transcripts levels of ACE2 (Figure 2C) and FURIN (not illustrated). This increase in TMPRSS2 expression was more notable in Calu-3-CFTR-KD than in Calu-3-CFTR-WT (Figure 2B), and the TMPRSS2 upregulation was also detected at the protein level (Figure 2D). As expected, flagellin induced the synthesis of the proinflammatory cytokines interleukin (IL)-8 and IL-6 (Supplementary Figure 2A, B) both in Calu-3-CFTR-WT and Calu-3-CFTR-KD cells, and this inflammatory response was relatively higher in the Calu-3-CFTR-KD cells, which agrees with previous work showing that CF epithelial cells from human (
To ascertain whether the observed effect of flagellin is specific to the bacterial source of the protein, we used ultrapure flagellin isolated from S. Typhimurium serovar Typhimurium (St-F) in our assays, which revealed that St-F induced similar TMPRSS2 expression in Calu-3 cells as did flagellin isolated from P. aeruginosa (Figure 3A). By contrast, recombinant flagellins (standard or vaccigrade™) from S. Typhimurium did not affect the expression (Figure 3A).
Figure 3

Effect of TLR5 and p38 inhibition on flagellin induced-TMPRSS2 expression in CFTR-deficient cells. (A)TMPRSS2 mRNA expression in Calu-3-CFTR-KD grown at the air-liquid interface and either not stimulated or stimulated for 6 h with 50 ng/mL ultrapure flagellin from S. Typhimurium (St)-F, recombinant St-F, vaccigrade St-F, or Pa-F (n = 3, ANOVA with Dunnett’s multiple-comparison test, *P < 0.05). (B)TMPRSS2 mRNA expression in Calu-3-CFTR-KD cells grown at the air-liquid interface and incubated for 1 h with isotype control (reference) or anti-TLR5 antibody (10 μg/mL) and then either not stimulated or stimulated for 6 h with Pa-F (50 ng/mL) (n = 3, ANOVA with Dunnett’s multiple-comparison test, control group: Isotype/Pa-F, *P < 0.05). TMPRSS2 mRNA expression in Calu-3-CFTR-KD cells grown at the air-liquid interface (C) or in primary CF hAECs (D) that were preincubated for 1 h with 20 μmol/L p38 or 20 μmol/L NF-κB inhibitors and then stimulated for 6 h with 50 ng/mL Pa-F in the presence of the inhibitor. ANOVA with Dunnett’s multiple-comparison test, control group: -/Pa-F, *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001. (E) Western blot (with 10 μg of protein) of phospho- and total p38 and phospho- and total NF-κB in primary hAECs stimulated with 50 ng/mL Pa-F.
Flagellin is known to activate TLR5 and the downstream p38 mitogen-activated protein kinase (MAPK) signaling pathway (
To determine whether TMPRSS2 induction was restricted to the lung epithelium, we examined the flagellin effect in an intestinal cell line, Caco-2/TC7. Our results showed that flagellins from P. aeruginosa and S. Typhimurium, which were able to induce IL-8 production (Supplementary Figure 3A), exerted no effect on TMPRSS2 expression in these cells (Supplementary Figure 3B).
Influence of TMPRSS2 Induction by P. aeruginosa Flagellin on SARS-CoV-2 Infectivity in CFTR-Sufficient and -Deficient Calu-3 Cells
Lastly, we investigated whether TMPRSS2 induction by flagellin influences SARS-CoV-2 infectivity. After infection with SARS-CoV-2, the intracellular nsp14 viral mRNA level was increased, and this level was significantly higher in Calu-3-CFTR-KD than -CFTR-WT cells and was even more notably elevated when the cells were pre-stimulated with flagellin (Figure 4A). By contrast, the extracellular nsp14 viral mRNA level, measured in the apical supernatant of AECs as a surrogate for viral production, was significantly lower in Calu-3-CFTR-KD cells than in Calu-3-CFTR-WT cells (Figure 4B). Whereas pre-stimulation with flagellin did not affect viral-particle release in Calu-3-CFTR-WT cells, a lower, albeit not statistically significant, level of nsp14 mRNA was measured at the apical side of Calu-3-CFTR-KD cells pre-stimulated with flagellin. To ensure that viral particles release was not due to an increase in the permeability of the epithelial barrier by flagellin, we measured TEER and observed that flagellin treatment was not associated with a loss of epithelial integrity (Supplementary Figure 4). Lastly, IFN-β and IFN-λ measurements in basal supernatants were not induced either by the virus or the flagellin in the different conditions tested (not illustrated).
Figure 4

Effect of TMPRSS2 induction by P. aeruginosa flagellin on SARS-CoV-2 infectivity in CFTR-deficient Calu-3 cells. (A) Intracellular nsp14/GAPDH and (B) apical (supernatant) nsp14 mRNA expression in Calu-3-CFTR-WT (reference group) and -CFTR-KD cells grown at the air-liquid interface and either not stimulated (black circle) or stimulated (red circle) for 16 h with Pa-F 50 ng/mL), and then infected for 24 h with SARS-CoV-2 (multiplicity of infection = 1) (n = 3, ANOVA with Bonferroni’s multiple-comparison test, *P < 0.05, **P < 0.01, ***P < 0.001).
Discussion
In this study, we showed that exposure of AECs to flagellin from P. aeruginosa induces an increase in TMPRSS2 expression, which is dependent on TLR5 and p38 MAPK activation. Notably, prior exposure of AECs to flagellin results in increased infectivity of SARS-CoV-2 (illustrated in Figure 5).
Figure 5

Schematic illustrating the results. P. aeruginosa interacts with the airway epithelial cells of CF patients, notably by activating the TLR5 signaling pathway through its virulence factor, flagellin. This activation, dependent on p38 MAPK and NF-kB, leads to an increase in TMPRSS2 which could regulate SARS-CoV2 infectivity.
We found that TMPRSS2 is more expressed in hAECs from pwCF as compared with the level in controls. Although the hAECs were isolated from a limited number of pwCF, this observation agrees with previous results obtained using excised lungs, where RNA in situ hybridization revealed that TMPRSS2 expression was higher in pwCF than in non-CF patients (
To elucidate the specific contribution of CFTR in the level of TMPRSS2 induction by flagellin, we used isogenic Calu-3-CFTR-WT and Calu-3-CFTR-KD cells. We found that TMPRSS2 is highly induced in Calu-3-CFTR-KD cells, and we further confirmed previous observations indicating that CFTR-deficient bronchial cells show an elevated inflammatory response to flagellin, characterized by increased levels of IL-6 and IL-8 (
The increase in intracellular viral mRNA levels in CF cells exposed to flagellin, which indicates an elevated level of infection, is likely the result of the upregulated expression of TMPRSS2. Accordingly, TMPRSS2 inhibition by using the serine-protease inhibitor camostat mesylate is sufficient for preventing infection with SARS-CoV-2 (
Further investigations conducted using primary cells differentiated at the air-liquid interface will be necessary to specifically characterize the response of CF bronchial epithelial cells. Nevertheless, the model used here is relevant. As noted in the introduction section, secretory cells are infected by SARS-CoV-2; this was demonstrated in previous studies conducted using single-cell RNA-seq, either ex vivo with lung biopsies of patients infected with SARS-CoV-2 (
Several studies have delineated the antiviral capacity endowed by flagellin against other respiratory viruses, including influenza A (
The question of whether CF patients face an increased risk of developing a severe form of COVID-19 is a topical one and a source of discussion (34). Clinical follow-up results obtained to date indicate that pwCF, both adults (
In a recent French study, we compared the baseline clinical characteristics of 31 pwCF infected by SARS-CoV-2 during the first wave of the pandemic to that of the overall French CF population (n = 6,913; >90% of all French CF cases) (37). The pwCF with COVID-19 were found to be older and more frequently chronically colonized with P. aeruginosa(37). However, considering the small number of patients, these results must be interpreted with caution. Thus, whether the risk of developing severe COVID-19 is increased in pwCF because of their P. aeruginosa infection remains unresolved and will require further meta-analysis performed using international cohorts. Moreover, a recent study including 874 individuals with COVID-19 showed that carriers of CF-causing variants (N=40) may be more likely to develop severe COVID-19 (38). This reinforces the interest in studying the specific role of CFTR in the pathogenesis of COVID-19.
In conclusion, we have shown that exposure of CF AECs to flagellin from P. aeruginosa can enhance SARS-CoV-2 infectivity. Further clinical follow-up studies and in vitro experimental investigations into the mechanisms associated with the specific host response of primary CF cells to SARS-CoV-2 infection should help elucidate this matter and provide insights for future clinical care.
Funding
LG received a grant from the Faculté de Médecine Sorbonne Université (AAP COVID19).
Publisher’s Note
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Statements
Data availability statement
RNAseq data used here are from a transcriptomic study (
Author contributions
LG, MR, and OT, designed experiments. MR, JB, CC, VB, OT, AP, JM, MG, JO, conducted the experiments. LG wrote the manuscript. MR, JB, VB, MR-C, HC and OT critically revised the manuscript. All authors contributed to the article and approved the submitted version.
Acknowledgments
We thank Prof. Marc Chanson (University of Geneva) for generously providing Calu-3-CFTR-WT and Calu-3-CFTR-KD cells (
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fimmu.2021.714027/full#supplementary-material
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Summary
Keywords
cystic fibrosis, infection, COVID19, Pseudomonas aeruginosa, SARS-CoV-2, TLR5, protease
Citation
Ruffin M, Bigot J, Calmel C, Mercier J, Givelet M, Oliva J, Pizzorno A, Rosa-Calatrava M, Corvol H, Balloy V, Terrier O and Guillot L (2021) Flagellin From Pseudomonas aeruginosa Modulates SARS-CoV-2 Infectivity in Cystic Fibrosis Airway Epithelial Cells by Increasing TMPRSS2 Expression. Front. Immunol. 12:714027. doi: 10.3389/fimmu.2021.714027
Received
24 May 2021
Accepted
05 November 2021
Published
07 December 2021
Volume
12 - 2021
Edited by
Rabindra Tirouvanziam, Emory University, United States
Reviewed by
James Harker, Imperial College London, United Kingdom; Luke Wisely Garratt, University of Western Australia, Australia
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Copyright
© 2021 Ruffin, Bigot, Calmel, Mercier, Givelet, Oliva, Pizzorno, Rosa-Calatrava, Corvol, Balloy, Terrier and Guillot.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Loïc Guillot, loic.guillot@inserm.fr
†These authors have contributed equally to this work and share first authorship
This article was submitted to Mucosal Immunity, a section of the journal Frontiers in Immunology
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