Abstract
Adhesion to the digestive mucosa is considered a key factor for bacterial persistence within the gut. In this study, we show that Ruminococcus gnavus E1 can express the radA gene, which encodes an adhesin of the MSCRAMMs family, only when it colonizes the gut. The RadA N-terminal region contains an all-β bacterial Ig-like domain known to interact with collagens. We observed that it preferentially binds human immunoglobulins (IgA and IgG) and intestinal mucins. Using deglycosylated substrates, we also showed that the RadA N-terminal region recognizes two different types of motifs, the protein backbone of human IgG and the glycan structure of mucins. Finally, competition assays with lectins and free monosaccharides identified Galactose and N-Acetyl-Galactosamine motifs as specific targets for the binding of RadA to mucins and the surface of human epithelial cells.
Keywords: Ruminococcus gnavus, adhesin, bacterial Ig-like domain, collagen, mucus, mucin, solid phase assay, Caco-2, HT-29-16E
1. Introduction
Adhesion is a general strategy developed by microorganisms to colonize complex ecosystems. In the digestive tract, adhesion has often been considered a prerequisite for bacteria to stably persist. In their pioneer work, Gordon and co-workers illustrated the crosstalk between the host and the resident microbiota, using Bacteroides thetaiotaomicron as a model bacterium [1,2]. It was then shown that different bacteria are able to exchange information with the host, impacting the expression of various eukaryotic genes. Today, adhesion can be considered not only a colonization factor but also an element that allows communication between the host and the microbiota. Both pathogenic and commensal bacteria have developed various adhesive structures and mechanisms to bind to the targets they are susceptible to encounter in the host (reviewed by Pizarro-Cerdá and Cossart [3], and Stones and Krachler [4]).
In Gram-positive bacteria, the family of MSCRAMMs (Microbial Surface Components Recognizing Adhesive Matrix Molecules) proteins shares the following common features. MSCRAMMs are exported proteins anchored to the bacterial cell wall mainly by family 1 sortase enzymes, and they mediate the adhesion of the bacterium to host surfaces [5].
Many bacterial pathogens exhibit MSCRAMMs, which bind to various extracellular matrix proteins such as collagens. The paradigm of the MSCRAMMs family is the Cna protein of Staphylococcus aureus [6]. MSCRAMMs of the CNA-like family of collagen-binding adhesins are structurally related and are found in many Gram-positive bacterial species such as Ace in Enterococcus faecalis [7], Acm in Enterococcus faecium [8] or Cnm in Streptococcus mutans [9]. They constitute virulence factors in different models of infectious diseases and mediate bacterial adhesion to collagen-rich tissues [10].
For symbiotic bacteria of the gut microbiota, mucus that covers the intestinal epithelium is the preferred target for adhesion. Mucus is a complex mixture of membrane-bound and secreted glycoproteins where mucins are the major structural components [11]. Mucus plays a dual role: it constitutes a physical and biochemical barrier protecting the epithelial monolayer and, in addition, is a source of energy for the gut microbiota [12,13,14]. In humans, mucins are encoded by more than 20 different genes. They are mainly constituted by an O-linked N-acetylgalactosamine (GalNAc) glycoprotein core structure that is further elongated and often modified [15,16,17].
Different MSCRAMMs that target mucus have been described in lactobacilli [18,19]. However, little is known concerning the MSCRAMMs of gut-dominant strict anaerobic bacteria. Ruminococcus gnavus is one of the predominant species of the digestive tract retrieved in 90% of humans [20]. The R. gnavus strain E1 was isolated from the dominant fecal microbiota of a healthy volunteer [21]. We previously showed that crosstalk exists between the E1 strain and the host. For example, the expression of the bacteriocin encoding clusters rumA and rumC depends upon the proteolytic activity of trypsin [22,23], which is a gut-associated characteristic [24]. Moreover, trypsin is also involved in the maturation of RumC [25,26]. In addition, the E1 strain induces the expression of different genes encoding glycosyl transferases and mucins [27]. The aim of this work was to characterize a microbial adhesin of the E1 strain that we called RadA. RadA displays typical features of the MSCRAMMs adhesins family and may be involved in better communication between this bacterium and its host. Here, we show that the N-terminal domain of RadA, although interacting with collagens, such as other known MSCRAMMs, preferentially recognizes human immunoglobulins (IgG and IgA) and the intestinal mucins.
2. Results
2.1. radA Cluster Analysis
In previous work, we showed that the R. gnavus strain E1 harbors two genetic clusters, respectively, involved in the biosynthesis of two bacteriocins: RumA [22] and RumC [28]. When the chromosomal region (7.5 kb long) located immediately upstream of the rumA cluster was analyzed, three contiguous genes were identified and were subsequently called radA, orfX and srtB (Figure 1A).
radA, orfX and srtB start codons were preceded by potential −30 and −10 regions and ribosome binding sites. The intergenic regions contained possible rho-independent terminators, suggesting that the three genes constituted independent transcriptional units.
OrfX is 630 bp long and could encode a conserved protein of unknown function exhibiting similarities with previously predicted proteins from Clostridium nexile DSM 1787 or Clostridium hathewayi DSM13479. srtB is 669 bp long and codes for a putative protein exhibiting 41% identity with StrB sortases of Coprococcus comes ATCC27758 and Dorea formicigenerens ATCC27755. radA codes for a 1769 amino acids protein that exhibits strong homologies with different adhesion proteins homologous to the Cna-type adhesin of Staphylococcus aureus [29] that belongs to the MSCRAMMs family [30]. More than 90% identity was obtained with putative proteins from Eubacterium ramulus ATCC29099 (Sequence ID: gb|ERK52358.1|) and Tyzzerella nexilis DSM 1787 (gb|EEA8230{Citation}7.1|) reference genomes for the Human Microbiome Project. Characteristic structural motifs were found all over the deduced RadA-primary structure (Figure 1B). A signal peptide was predicted from residues 1 to 32, suggesting that RadA is exported. An all-β bacterial Ig-like domain (from residues 38 to 128) was identified, probably able to interact with a wide variety of extracellular matrix components. Ten CnaB-like domains (from residues 447 to 512, 554 to 624, 668 to 747, 789 to 867, 903 to 1007, 1044 to 1105, 1227 to 1313, 1343 to 1422, 1452 to 1517 and 1630 to 1706) were predicted by Pfam analysis. Finally, an unusual putative cell-wall anchor domain (LPQTP, compared to the LPXTG consensual motif) and a transmembrane domain (at the end of the protein) were identified. Interestingly, the putative adhesin, which was detected in the DSM1787, strain harbored the very same LPQTP cell wall anchor domain. Moreover, synteny analysis revealed that the same organization of these three genes is detected in C. nexile DSM1787.
2.2. The radA Gene Is Only Expressed “In Situ”
The expression of the radA gene was assessed in various cells growth conditions, either in rich BHI-YH medium or when R. gnavus E1 colonized the digestive tract of gnotobiotic rats. Reverse transcription and PCR amplification were carried out on total RNA purified from the caecal content of R. gnavus E1-monocontaminated animals, using converging primers of specific regions of the radA gene (Figure 2A). Similar experiments were carried out on total RNA obtained from late exponential-phase cultures of R. gnavus E1 in a liquid culture medium. Strikingly, the analysis of the PCR products showed that the radA gene was expressed in situ when R. gnavus E1 colonized the digestive tract of the animals, whereas it was below detection level when the E1 strain was grown until the late exponential phase in the liquid culture medium (Figure 2B).
2.3. Heterologous Expression of GST-RadA35-252
Previous work reported that the region involved in the recognition of extracellular matrix components by CNA-like adhesins was located in the N-terminal part of the protein, upstream from the repeated domains (Zong et al., 2005). In particular, all-β bacterial Ig-like domains have been previously reported to interact with a wide variety of extracellular matrix components. We thus decided to explore the corresponding region of RadA (Figure 1B). In order to identify the potential partners recognized by this domain, the DNA fragment encoding the N-terminal region from Leu35 to Leu252 residues was cloned in the pGEX4T1 vector and heterologously expressed in the E. coli BL21 strain as an N-terminal GST-tagged fusion protein. After purification, one band appeared on SDS-PAGE with an apparent molecular mass of 48 kDa (Figure 3), slightly lower than the theoretical value (51.982 kDa).
The band was purified, digested with endolysin-C, and the resulting peptides were subjected to Edman degradation. The peptides match the GST-RadA fragments and correspond to the C-terminus part of GST fused to the N-terminus part of RadA that is devoid of its putative signal sequence. Thus, we confirmed that the purified protein corresponded to the expected hybrid protein, i.e., to GST fused to the N-terminus part of RadA devoid of its putative signal sequence. This hybrid protein was called GST-RadA35-252 and contained the Ig-like domain from residues 38 to 128.
2.4. GST-RadA35-252 Binds to Immunoglobulins and Mucins
As R. gnavus is one of the dominant species present in the digestive tract of 90% of humans [20], in addition to collagens, the capability of the RadA Ig-like domain to adhere to the main components encountered in mucus, i.e., mucins and immunoglobulins, was tested. Preliminary experiments performed with pure GST used as a negative control showed that pure GST did not show any binding with any of the substrates tested. The interaction of the RadA Ig-like domain (GST-RadA35-252) with different coated proteins was carried out by solid-phase assay (Figure 4, Table 1). Gelatin was used as negative control and showed a low ability to interact with GST-RadA35-252 with a binding capacity (Bmax) of 0.38 ± 0.13 and an affinity constant (Km) of 66.18 ± 18.49 nM (Figure 4A). Collagens I and IV were then tested based on the homology of GST-RadA35-252 with other known CNA-like proteins (Figure 4A). As expected, results confirmed the ability of GST-RadA35-252 to interact weakly with collagens with Bmax values of 0.82 ± 0.11 and 1.16 ± 0.14 and Km values of 161.9 ± 23.81 and 112.5 ± 21.86 nM for collagen I and collagen IV, respectively (Table 1). Regarding immunoglobulins, the interaction of GST-RadA35-252 was the highest towards IgG from humans (i.e., Bmax of 3.92 ± 0.47 and Km of 13.75 ± 0.34), compared to IgG from other animal species (Figure 4B, Table 1). Although weaker, results showed a significant interaction of GST-RadA35-252 with human IgA (i.e., Bmax of 2.14 ± 0.46 and Km of 24.71 ± 1.86 nM). Finally, the interaction of GST-RadA35-252 with intestinal mucins (type I (MUC1), type II (MUC2) and type III (MUC3)) was evaluated (Figure 4C) [31]. The highest binding capacity of GST-RadA35-253 was observed towards the type II mucin (Bmax of 2.56 ± 0.23 and Km of 16.61 ± 0.46 nM) followed by the type III mucin (Bmax of 1.06 ± 0.38 and Km of 78.52 ± 6.43 nM) (Table 1).
Table 1.
Coated protein | Bmax | Km (nM) |
---|---|---|
Collagen I | 0.82 ± 0.11 | 161.9 ± 23.81 |
Collagen IV | 1.16 ± 0.14 | 112.5 ± 21.86 |
Human IgG | 3.92 ± 0.47 | 13.75 ± 0.34 |
Human IgA | 2.14 ± 0.46 | 24.71 ± 1.86 |
Goat IgG | 1.05 ± 0.06 | 58.89 ± 9.90 |
Rabbit IgG | 0.69 ± 0.32 | 34.22 ± 5.61 |
Mouse IgG | 0.38 ± 0.11 | 39.82 ± 7.21 |
Mucin type I | 0.08 ± 0.02 | 110.1 ± 30.12 |
Mucin type II | 2.56 ± 0.23 | 16.61 ± 0.46 |
Mucin type III | 1.06 ± 0.38 | 78.52 ± 6.43 |
Gelatin | 0.38 ± 0.13 | 66.18 ± 18.49 |
Almost no interaction was observed with the membrane-associated mucin type I with a Bmax of 0.08 ± 0.02 and a Km of 110.1 ± 30.12 nM. Overall, the solid-phase binding assay showed that although GST-RadA35-252 interacts with collagens I and IV, in accordance with its homology with other CNA-like proteins, it preferentially binds to human immunoglobulins (IgA and IgG) and intestinal mucins (mucins type II and III) (Table 1).
2.5. GST- RadA35-252 Recognizes a Carbohydrate and a Peptide Motif
Having shown that the RadA Ig-like domain interacts at the same time with collagens, immunoglobulins and mucins, the role of the carbohydrate motifs exhibited by these proteins and recognized by GST-RadA35-252 was evaluated using collagen IV, human IgG and mucin type II as model proteins. Collagen IV, human IgG and mucin type II were chemically deglycosylated for 30 min (i.e., DG 30 min) or 3 h (i.e., DG 3 h), and their interaction with GST-RadA35-252 was then evaluated. Efficient deglycosylation of each substrate was confirmed using a solid-phase binding assay with the lectin wheat-germ agglutinin (Figure 5A).
Interestingly, deglycosylation had a dramatic effect on GST-RadA35-252 adhesion to type II mucin (51.43 ± 1.05 and 93.62 ± 0.28% inhibition of the binding of GST-RadA35-252 to type II mucin DG 30 min and DG 3 h, respectively), whereas it had no significant effect on adhesion of GST-RadA35-252 to collagen IV or human IgG (Figure 5B). These results strongly suggest that the N-terminal part of RadA binds two types of substrates: a carbohydrate moiety for type II mucin and a peptide backbone for collagen IV and human IgG. To test this hypothesis, the GST-RadA35-252 was pre-incubated in the presence of free collagen IV, human IgG or type II mucin, and its capability to bind to wells coated with those substrates was then checked. In this assay, pre-incubation of GST-RadA35-252 with collagen IV or human IgG led to 70–90% inhibition of its adhesion to the corresponding coated substrate (coated collagen IV or human IgG) but did not significantly affect the binding capacity of GST-RadA35-252 to coated type II mucin (Figure 6).
Similarly, pre-incubation of GST-RadA35-252 with type II mucin did not significantly modify further adhesion to coated collagen IV or human IgG but led to 94.05 ± 2.99% inhibition of its adhesion to coated type II mucin (Figure 6). Taken together, these results demonstrated that although collagen IV and human IgG are in competition for the binding to GST-RadA35-252, they do not cross-compete with type II mucin. This suggests that they do not interact with the same adhesion region of GST-RadA35-252. The interaction of GST-RadA35-252 with collagen IV and human IgG is furthermore independent of their glucidic moiety, whereas its interaction with type II mucin depends on a carbohydrate motif.
2.6. GST-RadA35-252 Recognizes a Specific Carbohydrate Motif of Type II Mucin
To identify the carbohydrate motif recognized by GST-RadA35-252 during the adhesion to type II mucin, competition experiments were carried out. GST-RadA35-252 was pre-incubated in the presence of increasing concentrations (from 0 to 500 mM) of various carbohydrates (Frc, Fuc, Gal, GalNAc, Glc, GlcNAc, Man or sialic acid) before it was used in binding assays on coated type II mucin (Figure 7).
Among the various carbohydrates tested, only Gal and GalNAc significantly decreased the adhesion of GST-RadA35-252 to type II mucin, causing 34.68 ± 2.73 and 51.61 ± 3.41% inhibition at 500 mM (IC50 values of 937.2 ± 173.3 and 506.1 ± 139.1 mM, respectively) (Table 2).
Table 2.
Monosaccharide | IC50 (mM) | % of Inhibition at 500 mM |
---|---|---|
Frc | 23.0 ± 8.44 | 1.61 ± 2.18 |
Fuc | 29.04 ± 8.36 | 2.73 ± 2.42 |
Gal | 937.01 ± 173.38 | 34.68 ± 2.73 |
GalNAc | 506.12 ± 139.19 | 51.61 ± 3.41 |
Glc | 5.28 ± 1.06 | 10.75 ± 6.38 |
GlcNAc | 25.98 ± 4.52 | 2.18 ± 4.36 |
Man | 14.00 ± 2.89 | 2.82 ± 1.62 |
Sialic acid | 1685.32 ± 576.84 | 17.94 ± 5.81 |
The involvement of Gal and GalNAc in the interaction of GST-RadA35-252 with type II mucin was furthermore confirmed by a competitive binding assay using lectins (Figure 8). Tested lectins were Wheat Germ Agglutinin (WGA) specific to GlcNAc, Ulex Europaeus Agglutinin (UEA) specific to Gal and Jacalin (JAC) specific to Gal and GalNAc. Among the three tested lectins, only lectins recognizing Gal and/or GalNAc (i.e., UEA and JAC) caused a significant inhibition of the binding of GST-RadA35-252 (i.e., 14.21 ± 13.89, 49.60 ± 4.38 and 46.67 ± 6.57% inhibition for WGA, UEA and JAC, respectively), confirming the role of these carbohydrates in the interaction of GST-RadA35-252 with type II mucin.
2.7. GST-RadA35-252 Binds to the Surface of Human Intestinal Epithelial Cells
Based on the demonstrated interaction of GST-RadA35-252 with pure intestinal mucins in a solid-phase assay, its ability to bind to the mucins present on the surface of human intestinal cells was then evaluated using cell-based ELISA. Caco-2 and HT29-16E cells were used as models of human enterocyte and goblet cells, respectively (Ajandouz et al., 2016; Graziani et al., 2019). Binding parameters were first measured after the incubation of human intestinal epithelial cells with an increasing concentration of GST-RadA35-252 (Figure 9A). In accordance with the fact that HT29-16E cells secrete more mucins than Caco-2 cells, results showed that GST-RadA35-252 possesses a higher binding capacity to HT29-16E cells compared to Caco-2 cells (Bmax of 0.83 ± 0.17 and 0.49 ± 0.11 for HT29-16E and Caco-2 cells, respectively), the affinity constant of GST-RadA35-252 for Caco-2 cells being however lower than the one for HT29-16E cells (Km of 92.38 ± 15.21 and 34.83 ± 6.89 nM for HT29-16E and Caco-2 cells, respectively). To confirm the involvement of Gal and GalNAc in the interaction of GST-RadA35-252 with intestinal mucins, the effect of lectins (at 100 µg/mL) or Gal and GalNAc (at 500 mM) on the binding of GST-RadA35-252 to human intestinal cells was further evaluated (Figure 9B,C). Conversely, WGA did not cause significant inhibition of the binding of GST-RadA35-252 to the surface of human intestinal cells, pre-incubation of the human intestinal cells with UEA and JAC resulted in significant inhibition of GST-RadA35-252 binding (i.e., 45.37 ± 9.34 and 51.40 ± 5.12% or 34.07 ± 4.49 and 58.33 ± 7.34% inhibition for UEA and JAC on Caco-2 or HT29-16E cells, respectively). Similarly, pre-incubation of GST-RadA35-252 with Gal or GalNAc resulted in significant inhibition of its binding to Caco-2 and HT29-16E cells (i.e., 40.27 ± 5.92 and 47.56 ± 12.51% or 32.55 ± 16.72 and 52.88 ± 12.58% inhibition for Gal and GalNAc on Caco-2 or HT29-16E cells, respectively). The data obtained with human intestinal epithelial cells thus confirmed the results obtained with porcine intestinal mucins in a solid-phase binding assay and the role of Gal and GalNAc residues in the interaction of GST-RadA35-252 with intestinal mucins and epithelial cells.
3. Discussion
Digging into the genome sequence of R. gnavus E1 revealed the presence of the radA gene coding for an adhesin belonging to the MSCRAMMs family. The bioinformatics analysis predicted the presence of a signal sequence at the N-terminal part of RadA, ten CnaB-like domains, and, at the C-terminus of the protein, a degenerate sortase-cleavage motif followed by a short hydrophobic segment and a final positively charged domain. These observations strongly suggest that RadA is exported and covalently linked to the cell wall by a sortase enzyme [5]. The presence of the srtB gene in the vicinity of radA agrees with this hypothesis. The sortase-cleavage motif we identified is LPQTP, which is different from the canonical LPXTG motif usually recognized by sortase A enzymes. Interestingly, the very same LPQTP motif is found in a putative adhesin of C. nexile strain DSM1787, which harbors a gene cluster similar to the radA-orfX-srtB locus of the E1 strain. Confirmation of the role of the product of srtB remains to be tested in the future. Previous works reported that the region involved in the recognition of extracellular matrix components by CNA-like adhesins is located in the N-terminal part of the protein, upstream of the repeated domains [29]. For the Cna adhesins of S. aureus and the AggLb adhesin of Lactobacillus paracasei, it was also proposed that the CnaB-domains act as a “stalk” that projects the N-terminal domain from the bacterial surface and facilitates its adherence to the matrix [32,33]. Similarly, we hypothesized that the 10 CnaB-like domains of RadA act as an antenna that projects the Ig-like domain and facilitates its adherence to mucus. We thus generated a GST-tagged fusion protein with the RadA region spanning from L35 to L252. The RadA35-252 fragment contains the predicted all-β bacterial Ig-like domain.
As R. gnavus E1 is a symbiotic bacterium of the human gut, we decided to evaluate the interaction of the RadA35-252 fragment not only with collagens but also with mucins and immunoglobulins present in the intestinal mucus. Although the RadA35-252 fragment interacts with collagens I and IV, in accordance with its homology with CNA-like protein, the most efficient binding capacity and affinity constants were observed with human immunoglobulins (IgA and IgG) and secreted intestinal mucins (type II and III mucins). Surprisingly, the results also showed that RadA35-252 does not bind to the membrane-associated type I mucin, and the reason for the specific interaction of RadA with type II and III mucins needs further investigation. The use of Caco-2 and HT29-16E cells (as models of enterocytes and goblet cells, respectively) allowed us to demonstrate that RadA35-252 not only binds to intestinal porcine mucins but also to the mucins expressed by human intestinal epithelial cells, strongly suggesting a potential role of RadA in the adhesion of R. gnavus E1 to the intestinal mucus and to the surface of the intestinal epithelium.
Using de-glycosylated substrates, we also showed that the RadA N-terminal region recognizes two different types of motifs, the protein backbone of collagens or human IgG and the glycan structure of type II mucin.
Competition assays carried out with lectins or free monosaccharides identified Gal and GalNAc as specific targets for the binding of RadA to mucins and the surface of human intestinal epithelial cells. It is noteworthy that R. gnavus E1 up-regulates the expression of different genes encoding glycosyl transferases and mucins by human intestinal goblet cells [27], providing further binding sites for E1 strain.
Furthermore, despite its inability to grow on mucins as a sole carbon source, previous studies identified 112 full-length genes encoding CAZymes (http://www.cazy.org) on the genome of R. gnavus E1 with many GH29 and GH95 fucosidases [34] and an overrepresentation of GH36 α-galactosidases [35,36,37]. Thus, it is tempting to hypothesize that RadA-mediated adhesion to mucus could play a crucial ecological role. It could provide R. gnavus E1 with a micro-environment where it is fed by other members of the microbiota that are able to break up complex carbohydrate chains issued from mucins in assimilable oligosaccharides. We propose that RadA helps to anchor R. gnavus E1 to the human mucus and intestinal epithelial cells, and we propose that RadA enhances the protective role of this strain, which produces the RumC bacteriocin in the gut ecosystem, activated by the human trypsin [23,25]. Finally, we showed that radA is expressed only when R. gnavus E1 colonizes the digestive tract (Figure 2). This observation suggests that the bacterium is able to sense gut-specific signals and that radA expression depends on dedicated regulators that remain to be identified.
4. Materials and Methods
4.1. Bacterial Strains and Media
The E1 strain was isolated from the predominant fecal microbiota of a healthy human adult [21] and further identified as R. gnavus [38]. It was grown in an anaerobic cabinet (Coy Laboratory Products, Grass Lake, MI., USA) in BHI-YH medium [22] at 37 °C. Escherichia coli BL21 (DE3) transformants were selected on LB medium containing 50 mg·L−1 ampicillin.
4.2. Animals, Ethics Statement and Experimental Design
Animal experiments were performed according to the guidelines of the French Ethics Committee, i.e., agreement N° A78-322-6. Six-week-old germ-free (GF) rats F344 from the ANAXEM platform (Micalis-INRAE, Jouy-en-Josas, France) were reared as previously described [23]. They were inoculated with around 109 cells of the E1 strain (0.5 mL of fresh culture) by the intra-gastric route. After one week, individual fecal samples were collected and bacterial counts estimated. Then, the animals were sacrificed, and the cecal contents were collected.
4.3. Cloning
To explore the role of RadA, the N-terminus domain of the protein spanning from L35 to L252 residues was expressed as GST-tagged fusion protein, with the GST-Tag located at the N-terminus part of the chosen domain. The radA coding DNA region was PCR-amplified using DNA Taq-Polymerase HIFI (Invitrogen, Carlsbad, CA, USA) and specific primers Ol35-Eco and Ol252-Xho, allowing the addition of EcoRI and XhoI restriction sites at the 5′ and the 3′ ends of the fragments, respectively. (Detailed information concerning primers sequence and PCR conditions is given in Table 3.) The fragment was further cloned into the corresponding sites of the pGEX4T1 expression vector (Healthcare, Chicago, IL, USA). The recombinant plasmid was then introduced into E. coli BL21 (DE3) chemically competent cells.
Table 3.
Primer | Sequence |
---|---|
Ol35-Eco | 5′-CCGGAATTCTTAGAACAGTCAGAGAATAAAGCG-3′ |
Ol252-Xho | 5′-CCGCTCGAGATTTAAATATTCTCCGGTAAGATCACCCGG-3′ |
Ad1F | 5′-CGGCTTCTGATTTTAAAGGGATTAC-3′ |
Ad2R | 5′-GTTTTGCACTTGGCTCTTCA-3′ |
Ad2F | 5′-GAAGAGCCAAGTGCAAAAG-3′ |
Ad3R | 5′-CTGAAAGGTGTGTGTAAAAGTG-3′ |
Ad3F | 5′-CACTTTTACACACACCTTTCAG-3′ |
Ad4R | 5′-GTCACCTCATTTAATGGAAG-3′ |
Ad5F | 5′-CATGAGGAACAGGCTCCAAT-3′ |
Ad6R | 5′-TCTTTGTGCGTCTGATTCTC-3′ |
4.4. Expression and Purification of Recombinant GST-Tagged Fusion Rad Domains
GST-tagged fusion protein (GST-RadA35-252) was expressed in E. coli BL21 (DE3) grown overnight at 17 °C in LB medium supplemented with ampicillin and IPTG (Sigma-Aldrich, Lyon, France). Bacterial lysis was carried out by incubating the cell pellet in “BugBuster Protein Extraction” reagent (Merck Millipore, Molsheim, France) (5 mL/g of cells) in the presence of benzonase nuclease (125 U/g) and lysozyme (200 mg/L) (Sigma-Aldrich) for 30 min at room temperature. The mixture was further centrifuged for 10 min at 10,000 g. GST-tagged fusion proteins present in the supernatant were purified with the GST.BindTM Kit (Novagen, Madison, WI, USA), according to the manufacturer’s instructions.
4.5. radA Expression
Isolated RNA obtained from mice caecal contents were further called “in situ RNA”. That obtained from E1 cultured cells was further called “In culture RNA”. Extraction of both types of RNA was carried out as described previously [28]. Four different regions of radA were PCR amplified after reverse transcription.
cDNA synthesis was performed by reverse transcription (RT) of 100 ng of “in situ-” or “in culture-RNA” primed with 50 ng of random hexamers (Invitrogen). The reaction was carried out at 50 °C for 1 h with the SuperscriptTM III Reverse Transcriptase (Invitrogen) as recommended by the supplier. The enzyme was inactivated by heating for 15 min at 70 °C.
The analysis of the expression of the radA gene in situ was carried out directly using 1 µL of the “in situ” RT mixture as a template and 1 U of PlatiniumTm Taq DNA polymerase (Invitrogen). Similar reactions were carried out using 1 µL of the “in vivo” RT mixture as a template for analyzing the expression of the radA gene when R. gnavus E1 was grown in BHI-YH medium. Control reactions were also performed using an RT mixture without enzyme, an RT mixture without RNA or E1 chromosomal DNA as a template. (Detailed information concerning primers sequence and PCR conditions is given in Table 3.)
4.6. Bioinformatics Analysis
Manual validation of the automatic annotation was performed using the MicroScope platform [39]. Putative transcriptional terminators were predicted using the “RNA-fold program”. The sequences reported in this study were deposited in the ENA database under accession number LR882501.
4.7. Solid-Phase Binding Assays
The binding of GST-RadA35-252 to various proteins was determined using a solid-phase binding assay. Briefly, NUNC Maxisorp 96-well plates (Dominique Dutscher, Brumath, France) were coated overnight at 4 °C with 100 µL of tested proteins (final concentration: 40 nM, 4 pmol of protein per well) dissolved in coating buffer (50 mM sodium carbonate, pH 9.5). Tested proteins were gelatin (from pig), collagen I and IV (from mouse), IgA (from human), IgG (from human, goat, rabbit or mouse), type I mucin (from bovine submaxillary glands), type II mucin (from the porcine stomach) and type III mucin (from the porcine stomach) (Sigma-Aldrich, Lyon, France). The adsorption of each protein to the wells was confirmed using the BCA protein assay kit (Thermo Fisher Scientific, Illkirch-Graffenstaden, France). For each protein tested, more than 90% of the added protein was efficiently coated to the wells in these conditions. The next day, wells were washed three times with 230 µL of wash buffer (PBST: phosphate buffer saline (PBS) + 0.5% Tween 20 (v:v)). To block nonspecific binding, the wells were saturated for 1 h at 37 °C with 230 µL of 2% (w/v) gelatin dissolved in PBS. Gelatin was preferred to bovine serum albumin (BSA) since preliminary work showed that GST-RadA35-252 interacts strongly with BSA (data not shown). After three washes with PBST, wells were incubated at 37 °C for 2 h with increasing concentrations of GST-RadA35-252 (from 0 to 400 nM corresponding to 0 to 40 pmol per well) diluted in PBS + gelatin 2%. After three more washes, bound GST-RadA35-252 was detected by incubating wells for 1 h at 37 °C with rabbit anti-GST antibody (1:400 dilution) (Thermo Fisher Scientific). Pure GST (Merck, Fontenay-sous-Bois, France) was used as negative control and showed no interaction with any of the tested proteins (data not shown). Wells were next washed three times with PBST and incubated for 1 h at 37 °C with peroxidase-conjugated goat anti-rabbit antibody (1:10,000 dilution) (Jackson ImmunoResearch Laboratories, Cambridgeshire, United Kingdom). Wells were then washed six times with PBST and incubated with 100 µL of the peroxidase substrate o-phenylenediamine dihydrochloride (Sigma-Aldrich, Lyon, France) for 30 min at room temperature before the reaction was stopped by adding 50 µL of H2SO4. Finally, optical density (OD) at 490 nm was measured using a microplate reader (Biotek, Synergy Mx, Colmar, France). To evaluate the role of glycosylation in the interaction of GST-RadA35-252 with coated proteins, deglycosylated proteins (collagen IV, human IgG and type II mucin) were produced using a chemical deglycosylation kit following the manufacturer’s instructions (GlycoProfile™ IV Kit from Sigma-Aldrich). The GlycoProfile™ IV Kit utilizes trifluoromethanesulfonic acid (TFMS) in a deglycosylation system that completely removes all N- and O-linked glycans while preserving the protein/polypeptide structure. After deglycosylation, proteins were dialyzed using centrifugation onto Vivaspin® 500, 10 kDa tubes (Sigma-Aldrich). The final protein concentrations were measured using a BCA protein assay (Thermo Fisher Scientific). Deglycosylated collagen IV, human IgG and MUC2 were then coated onto NUNC Maxisorb 96-well plates (final concentration: 40 nM, 4 pmol of protein per well) and subjected to solid-phase binding assay as explained above using GST-RadA35-252 at 100 nM. Competitive binding experiments were also conducted in which collagen IV, human IgG or type II mucin coated onto NUNC Maxisorp 96-well plates (final concentration: 40 nM, 4 pmol of protein per well) were exposed to GST-RadA35-252 (100 nM) pre-incubated or not for 30 min at 37 °C with soluble collagen IV, native human IgG or type II mucin (final concentration: 400 nM). Similarly, a solid-phase binding assay was performed using type II mucin coated onto NUNC Maxisorp 96-well plates (final concentration: 40 nM, 4 pmol of protein per well) and GST-RadA35-252 (100 nM) pre-incubated or not for 30 min at 37 °C with increasing concentration (from 0 to 500 mM, using 1:2 cascade dilution) of various monosaccharides: Fructose (Frc), Fucose (Fuc), Galactose (Gal), N-acetyl-galactosamine (GalNAc), Glucose (Glc), N-acetyl-glucosamine (GlcNAc), Mannose (Man) or sialic acid. Finally, a binding assay was also performed using type II mucin coated onto NUNC Maxisorp 96-well plates (final concentration: 40 nM, 4 pmol of protein per well) that were pre-incubated for 30 min at 37 °C with various lectins diluted at 100 µg/mL in PBS + gelatin 2%. Lectins tested were Wheat Germ Agglutinin (WGA), Ulex Europaeus Agglutinin (UEA) and Jacalin (JAC) (Vector Laboratories, Peterborough, United Kingdom). After three washes with PBST to remove unbound lectins, wells were incubated with GST-RadA35-252 (100 nM) and subjected to solid-phase binding assay, as described above.
4.8. Binding Assay Using Human Intestinal Epithelial Cells
To study the interaction of GST-RadA35-252 with human intestinal epithelial cells, Caco-2 and HT29-16E cells were used as models of human enterocytes and goblet cells, respectively. Caco-2 (ATCC HTB-37) and HT29-16E cells (a generous gift from Prof. Christian Laboisse [40,41] were routinely grown onto 25 cm2 flasks in DMEM supplemented with 10% fetal calf serum, 1% L-glutamine, and 1% antibiotics (Thermo Fisher Scientific) and maintained in a 5% CO2 incubator at 37 °C. Cells were detached from 25 cm2 flasks using trypsin-EDTA solution (Thermo Fisher Scientific), counted using Malassez counting chamber, diluted in culture media, seeded into 96-well cell culture plates (Greiner Bio-one, Paris, France) at approximately 104 cells per well and let to differentiate for 10–14 days [42]. The interaction of GST-RadA35-252 with human cells was measured using cell-based ELISA assay as previously described [43]. Briefly, cells were washed once with PBS and fixed with 4% paraformaldehyde (PFA) for 20 min at room temperature. After fixation, wells were washed three times with PBS and were saturated for 1 h at 37 °C with 230 µL of 2% (w/v) gelatin dissolved in PBS. Wells were then incubated at 37 °C for 2 h with increasing concentrations of GST-RadA35-252 (from 0 to 400 nM) diluted in PBS + gelatin 2%. After three washes with PBS, GST-RadA35-252 bound to the cells was detected by incubation for 1 h at 37 °C with rabbit anti-GST antibody (1:400 dilution) (Thermo Fisher Scientific). Pure GST (Merck, Fontenay-sous-Bois, France) was used as negative control and showed no interaction with Caco-2 or HT29-16E cells (data not shown). After three washes with PBS, peroxidase-conjugated goat anti-rabbit antibody (1:10,000 dilution) (Jackson ImmunoResearch Laboratories, Cambridgeshire, United Kingdom) was added to the wells and incubated 1 h at 37 °C. Wells were then washed six times with PBS and incubated with 100 µL of the peroxidase substrate o-phenylendiamine dihydrochloride (Sigma-Aldrich, Lyon, France) for 30 min at room temperature before the reaction was stopped by adding 50 µL of H2SO4. Optical density (OD) at 490 nm was measured using a microplate reader (Biotek, Synergy Mx, Colmar, France). The interaction of GST-RadA35-252 (100 nM) with the human intestinal cells was also measured after 30 min pre-incubation of the cells at 37 °C with lectins (Wheat Germ Agglutinin (WGA), Ulex Europaeus Agglutinin (UEA) and Jacalin (JAC) (Vector Laboratories, Peterborough, UK) diluted at 100 µg/mL or after 30 min pre-incubation at 37 °C of GST-RadA35-252 (100 nM) with 500 mM of Gal or GalNAc.
4.9. Statistical Analysis
All experiments were conducted in triplicate. Graphs were drawn and fitted using GraphPad® Prism 7 software. Binding parameters (i.e., binding capacity (Bmax) and affinity constant (Km)) were determined also using GraphPad® Prism 7 software. t-test and two-way ANOVA analyses were used to address the significant differences between mean values, with significance set at p < 0.05.
Acknowledgments
We are indebted to S. Rabot (INRA Jouy-en-Josas, France) for providing us with the axenic rats from the animal facility “ANAXEM” platform that she manages. The LABGeM (CEA/Genoscope & CNRS UMR8030), the France Génomique and the French Bioinformatics Institute national infrastructures (funded as part of Investissement d’Avenir program managed by Agence Nationale pour la Recherche, contracts ANR-10-INBS-09 and ANR-11-INBS-0013) are acknowledged for support within the MicroScope annotation platform.
Author Contributions
Conceptualization, M.M. and M.F.; investigation, M.M., R.A., A.P., C.N., G.S. and M.F.; methodology, M.M., G.S. and M.F.; formal analysis, M.M., R.A., A.P., C.N., G.S. and M.F.; data curation, M.M., V.M. and M.F.; writing—original draft preparation, M.M., V.M. and M.F.; writing—review and editing, M.M., R.A., A.P., C.N., J.P., T.G., G.S., V.M. and M.F.; supervision and funding acquisition, M.F. All authors have read and agreed to the published version of the manuscript.
Funding
The authors acknowledge funding by the Centre National de la Recherche Scientifique (www.cnrs.fr) and Aix Marseille Université (www.univ-amu.fr). The extensive genome sequence was carried out by Génoscope, AP05/06 Project#27. (The funders had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript).
Institutional Review Board Statement
Animal experiments were performed according to the guidelines of the French Ethics Committee, i.e., agreement N° A78-322-6.
Conflicts of Interest
The authors declare no conflict of interest.
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Bry L., Falk P.G., Midtvedt T., Gordon J.I. A Model of Host-Microbial Interactions in an Open Mammalian Ecosystem. Science. 1996;273:1380–1383. doi: 10.1126/science.273.5280.1380. [DOI] [PubMed] [Google Scholar]
- 2.Hooper L.V., Xu J., Falk P.G., Midtvedt T., Gordon J.I. A Molecular Sensor That Allows a Gut Commensal to Control Its Nutrient Foundation in a Competitive Ecosystem. Proc. Natl. Acad. Sci. USA. 1999;96:9833–9838. doi: 10.1073/pnas.96.17.9833. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Pizarro-Cerdá J., Cossart P. Bacterial Adhesion and Entry into Host Cells. Cell. 2006;124:715–727. doi: 10.1016/j.cell.2006.02.012. [DOI] [PubMed] [Google Scholar]
- 4.Stones D.H., Krachler A.M. Against the Tide: The Role of Bacterial Adhesion in Host Colonization. Biochem. Soc. Trans. 2016;44:1571–1580. doi: 10.1042/BST20160186. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Susmitha A., Bajaj H., Madhavan Nampoothiri K. The Divergent Roles of Sortase in the Biology of Gram-Positive Bacteria. Cell Surf. 2021;7:100055. doi: 10.1016/j.tcsw.2021.100055. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Madani A., Garakani K., Mofrad M.R.K. Molecular Mechanics of Staphylococcus Aureus Adhesin, CNA, and the Inhibition of Bacterial Adhesion by Stretching Collagen. PLoS ONE. 2017;12:e0179601. doi: 10.1371/journal.pone.0179601. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Rich R.L., Kreikemeyer B., Owens R.T., LaBrenz S., Narayana S.V., Weinstock G.M., Murray B.E., Höök M. Ace Is a Collagen-Binding MSCRAMM from Enterococcus Faecalis. J. Biol. Chem. 1999;274:26939–26945. doi: 10.1074/jbc.274.38.26939. [DOI] [PubMed] [Google Scholar]
- 8.Nallapareddy S.R., Weinstock G.M., Murray B.E. Clinical Isolates of Enterococcus Faecium Exhibit Strain-Specific Collagen Binding Mediated by Acm, a New Member of the MSCRAMM Family. Mol. Microbiol. 2003;47:1733–1747. doi: 10.1046/j.1365-2958.2003.03417.x. [DOI] [PubMed] [Google Scholar]
- 9.Miller J.H., Avilés-Reyes A., Scott-Anne K., Gregoire S., Watson G.E., Sampson E., Progulske-Fox A., Koo H., Bowen W.H., Lemos J.A., et al. The Collagen Binding Protein Cnm Contributes to Oral Colonization and Cariogenicity of Streptococcus Mutans OMZ175. Infect. Immun. 2015;83:2001–2010. doi: 10.1128/IAI.03022-14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Liu Q., Ponnuraj K., Xu Y., Ganesh V.K., Sillanpää J., Murray B.E., Narayana S.V.L., Höök M. The Enterococcus Faecalis MSCRAMM ACE Binds Its Ligand by the Collagen Hug Model. J. Biol. Chem. 2007;282:19629–19637. doi: 10.1074/jbc.M611137200. [DOI] [PubMed] [Google Scholar]
- 11.Johansson M.E.V., Ambort D., Pelaseyed T., Schütte A., Gustafsson J.K., Ermund A., Subramani D.B., Holmén-Larsson J.M., Thomsson K.A., Bergström J.H., et al. Composition and Functional Role of the Mucus Layers in the Intestine. Cell. Mol. Life Sci. 2011;68:3635–3641. doi: 10.1007/s00018-011-0822-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Cantarel B.L., Coutinho P.M., Rancurel C., Bernard T., Lombard V., Henrissat B. The Carbohydrate-Active EnZymes Database (CAZy): An Expert Resource for Glycogenomics. Nucleic Acids Res. 2009;37:D233–D238. doi: 10.1093/nar/gkn663. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Flint H.J., Scott K.P., Duncan S.H., Louis P., Forano E. Microbial Degradation of Complex Carbohydrates in the Gut. Gut Microbes. 2012;3:289–306. doi: 10.4161/gmic.19897. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Marcobal A., Southwick A.M., Earle K.A., Sonnenburg J.L. A Refined Palate: Bacterial Consumption of Host Glycans in the Gut. Glycobiology. 2013;23:1038–1046. doi: 10.1093/glycob/cwt040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Jensen P.H., Kolarich D., Packer N.H. Mucin-Type O-Glycosylation--Putting the Pieces Together. FEBS J. 2010;277:81–94. doi: 10.1111/j.1742-4658.2009.07429.x. [DOI] [PubMed] [Google Scholar]
- 16.Moran A.P., Gupta A., Joshi L. Sweet-Talk: Role of Host Glycosylation in Bacterial Pathogenesis of the Gastrointestinal Tract. Gut. 2011;60:1412–1425. doi: 10.1136/gut.2010.212704. [DOI] [PubMed] [Google Scholar]
- 17.Juge N. Microbial Adhesins to Gastrointestinal Mucus. Trends Microbiol. 2012;20:30–39. doi: 10.1016/j.tim.2011.10.001. [DOI] [PubMed] [Google Scholar]
- 18.Roos S., Jonsson H. A High-Molecular-Mass Cell-Surface Protein from Lactobacillus Reuteri 1063 Adheres to Mucus Components. Microbiology. 2002;148:433–442. doi: 10.1099/00221287-148-2-433. [DOI] [PubMed] [Google Scholar]
- 19.MacKenzie D.A., Tailford L.E., Hemmings A.M., Juge N. Crystal Structure of a Mucus-Binding Protein Repeat Reveals an Unexpected Functional Immunoglobulin Binding Activity. J. Biol. Chem. 2009;284:32444–32453. doi: 10.1074/jbc.M109.040907. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Qin J., Li R., Raes J., Arumugam M., Burgdorf K.S., Manichanh C., Nielsen T., Pons N., Levenez F., Yamada T., et al. A Human Gut Microbial Gene Catalogue Established by Metagenomic Sequencing. Nature. 2010;464:59–65. doi: 10.1038/nature08821. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Ramare F., Nicoli J., Dabard J., Corring T., Ladire M., Gueugneau A.M., Raibaud P. Trypsin-Dependent Production of an Antibacterial Substance by a Human Peptostreptococcus Strain in Gnotobiotic Rats and in Vitro. Appl. Environ. Microbiol. 1993;59:2876–2883. doi: 10.1128/aem.59.9.2876-2883.1993. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Gomez A., Ladiré M., Marcille F., Fons M. Trypsin Mediates Growth Phase-Dependent Transcriptional Tegulation of Genes Involved in Biosynthesis of Ruminococcin A, a Lantibiotic Produced by a Ruminococcus Gnavus Strain from a Human Intestinal Microbiota. J. Bacteriol. 2002;184:18–28. doi: 10.1128/JB.184.1.18-28.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Crost E.H., Ajandouz E.H., Villard C., Geraert P.A., Puigserver A., Fons M. Ruminococcin C, a New Anti-Clostridium Perfringens Bacteriocin Produced in the Gut by the Commensal Bacterium Ruminococcus Gnavus E1. Biochimie. 2011;93:1487–1494. doi: 10.1016/j.biochi.2011.05.001. [DOI] [PubMed] [Google Scholar]
- 24.Midtvedt T. Effects of Antimicrobial Agents upon the Functional Part of the Intestinal Flora. Scand. J. Infect. Dis. Suppl. 1986;49:85–88. [PubMed] [Google Scholar]
- 25.Chiumento S., Roblin C., Kieffer-Jaquinod S., Tachon S., Leprètre C., Basset C., Aditiyarini D., Olleik H., Nicoletti C., Bornet O., et al. Ruminococcin C, a Promising Antibiotic Produced by a Human Gut Symbiont. Sci. Adv. 2019;5:eaaw9969. doi: 10.1126/sciadv.aaw9969. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Roblin C., Chiumento S., Bornet O., Nouailler M., Müller C.S., Jeannot K., Basset C., Kieffer-Jaquinod S., Couté Y., Torelli S., et al. The Unusual Structure of Ruminococcin C1 Antimicrobial Peptide Confers Clinical Properties. Proc. Natl. Acad. Sci. USA. 2020;117:19168–19177. doi: 10.1073/pnas.2004045117. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Graziani F., Pujol A., Nicoletti C., Dou S., Maresca M., Giardina T., Fons M., Perrier J. Ruminococcus Gnavus E1 Modulates Mucin Expression and Intestinal Glycosylation. J. Appl. Microbiol. 2016;120:1403–1417. doi: 10.1111/jam.13095. [DOI] [PubMed] [Google Scholar]
- 28.Pujol A., Crost E.H., Simon G., Barbe V., Vallenet D., Gomez A., Fons M. Characterization and Distribution of the Gene Cluster Encoding RumC, an Anti-Clostridium Perfringens Bacteriocin Produced in the Gut. FEMS Microbiol. Ecol. 2011;78:405–415. doi: 10.1111/j.1574-6941.2011.01176.x. [DOI] [PubMed] [Google Scholar]
- 29.Zong Y., Xu Y., Liang X., Keene D.R., Höök A., Gurusiddappa S., Höök M., Narayana S.V.L. A “Collagen Hug” Model for Staphylococcus Aureus CNA Binding to Collagen. EMBO J. 2005;24:4224–4236. doi: 10.1038/sj.emboj.7600888. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Chagnot C., Listrat A., Astruc T., Desvaux M. Bacterial Adhesion to Animal Tissues: Protein Determinants for Recognition of Extracellular Matrix Components. Cell. Microbiol. 2012;14:1687–1696. doi: 10.1111/cmi.12002. [DOI] [PubMed] [Google Scholar]
- 31.Mack D.R., Ahrne S., Hyde L., Wei S., Hollingsworth M.A. Extracellular MUC3 Mucin Secretion Follows Adherence of Lactobacillus Strains to Intestinal Epithelial Cells in Vitro. Gut. 2003;52:827–833. doi: 10.1136/gut.52.6.827. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Deivanayagam C.C., Rich R.L., Carson M., Owens R.T., Danthuluri S., Bice T., Höök M., Narayana S.V. Novel Fold and Assembly of the Repetitive B Region of the Staphylococcus Aureus Collagen-Binding Surface Protein. Structure. 2000;8:67–78. doi: 10.1016/S0969-2126(00)00081-2. [DOI] [PubMed] [Google Scholar]
- 33.Miljkovic M., Bertani I., Fira D., Jovcic B., Novovic K., Venturi V., Kojic M. Shortening of the Paracasei Subsp. Paracasei BGNJ1-64 AggLb Protein Switches Its Activity from Auto-Aggregation to Biofilm Formation. Front. Microbiol. 2016;7:1422. doi: 10.3389/fmicb.2016.01422. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Crost E.H., Tailford L.E., Le Gall G., Fons M., Henrissat B., Juge N. Utilisation of Mucin Glycans by the Human Gut Symbiont Ruminococcus Gnavus Is Strain-Dependent. PLoS ONE. 2013;8:e76341. doi: 10.1371/journal.pone.0076341. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Bruel L., Sulzenbacher G., Cervera Tison M., Pujol A., Nicoletti C., Perrier J., Galinier A., Ropartz D., Fons M., Pompeo F., et al. α-Galactosidase/Sucrose Kinase (AgaSK), a Novel Bifunctional Enzyme from the Human Microbiome Coupling Galactosidase and Kinase Activities. J. Biol. Chem. 2011;286:40814–40823. doi: 10.1074/jbc.M111.286039. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Aguilera M., Rakotoarivonina H., Brutus A., Giardina T., Simon G., Fons M. Aga1, the First Alpha-Galactosidase from the Human Bacteria Ruminococcus Gnavus E1, Efficiently Transcribed in Gut Conditions. Res. Microbiol. 2012;163:14–21. doi: 10.1016/j.resmic.2011.10.005. [DOI] [PubMed] [Google Scholar]
- 37.Cervera-Tison M., Tailford L.E., Fuell C., Bruel L., Sulzenbacher G., Henrissat B., Berrin J.G., Fons M., Giardina T., Juge N. Functional Analysis of Family GH36 α-Galactosidases from Ruminococcus Gnavus E1: Insights into the Metabolism of a Plant Oligosaccharide by a Human Gut Symbiont. Appl. Environ. Microbiol. 2012;78:7720–7732. doi: 10.1128/AEM.01350-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Dabard J., Bridonneau C., Phillipe C., Anglade P., Molle D., Nardi M., Ladiré M., Girardin H., Marcille F., Gomez A., et al. Ruminococcin A, a New Lantibiotic Produced by a Ruminococcus Gnavus Strain Isolated from Human Feces. Appl. Environ. Microbiol. 2001;67:4111–4118. doi: 10.1128/AEM.67.9.4111-4118.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Vallenet D., Calteau A., Dubois M., Amours P., Bazin A., Beuvin M., Burlot L., Bussell X., Fouteau S., Gautreau G., et al. MicroScope: An Integrated Platform for the Annotation and Exploration of Microbial Gene Functions through Genomic, Pangenomic and Metabolic Comparative Analysis. Nucleic Acids Res. 2020;48:D579–D589. doi: 10.1093/nar/gkz926. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Augeron C., Laboisse C.L. Emergence of Permanently Differentiated Cell Clones in a Human Colonic Cancer Cell Line in Culture after Treatment with Sodium Butyrate. Cancer Res. 1984;44:3961–3969. [PubMed] [Google Scholar]
- 41.Graziani F., Pinton P., Olleik H., Pujol A., Nicoletti C., Sicre M., Quinson N., Ajandouz E.H., Perrier J., Pasquale E.D., et al. Deoxynivalenol Inhibits the Expression of Trefoil Factors (TFF) by Intestinal Human and Porcine Goblet Cells. Arch. Toxicol. 2019;93:1039–1049. doi: 10.1007/s00204-019-02425-6. [DOI] [PubMed] [Google Scholar]
- 42.Ajandouz E.H., Berdah S., Moutardier V., Bege T., Birnbaum D.J., Perrier J., Di Pasquale E., Maresca M. Hydrolytic Fate of 3/15-Acetyldeoxynivalenol in Humans: Specific Deacetylation by the Small Intestine and Liver Revealed Using in Vitro and Ex Vivo Approaches. Toxins. 2016;8:232. doi: 10.3390/toxins8080232. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Razafimanjato H., Benzaria A., Taïeb N., Guo X.-J., Vidal N., Di Scala C., Varini K., Maresca M. The Ribotoxin Deoxynivalenol Affects the Viability and Functions of Glial Cells. Glia. 2011;59:1672–1683. doi: 10.1002/glia.21214. [DOI] [PubMed] [Google Scholar]