Abstract
Successful bacteriophage infection starts with specific recognition and adhesion to the host cell surface. Adhesion devices of siphophages infecting Gram-positive bacteria are very diverse and remain, for the majority, poorly understood. These assemblies often comprise long, flexible, and multi-domain proteins, which limits their structural analyses by experimental approaches such as X-ray crystallography and electron microscopy. However, the protein structure prediction program AlphaFold2 is exquisitely adapted to unveil structural and functional details of such molecular machineries. Here, we present structure predictions of whole adhesion devices of five representative siphophages infecting Streptococcus thermophilus, one of the main lactic acid bacteria used in dairy fermentations. The predictions highlight the mosaic nature of these devices that share functional domains for which active sites and residues could be unambiguously identified. Such AlphaFold2 analyses of phage-encoded host adhesion devices should become a standard method to characterize phage-host interaction machineries and to reliably annotate phage genomes.
1 Introduction
The release of the powerful AlphaFold2 (AF2) software in mid-2021 revolutionised structural biology (; ; ). AF2 makes it possible to accurately predict the structures of proteins and their complexes (). Furthermore, an index called predicted local distance difference test (pLDDT) provides an estimate of the prediction accuracy along the protein chain, from 0 to 100 (best). In practice, pLDDT values over 80–90 compare to average resolution X-ray structures. We reason that AF2 may be an appropriate method to study host adhesion devices of bacteriophages (phages) that are often assembled from long, flexible, and multi-domain proteins, which limits their structural analyses by experimental approaches such as X-ray crystallography and electron microscopy. Recently, we applied this to the study of different adhesion devices of the Oenococcus oeni phages OE33PA and Vinitor 162, using a preliminary version of AF2 that did not include the multimer option ().
Phages infecting the dairy bacterium Streptococcus thermophilus have been the focus of significant research attention in recent years due to the threat they pose to global industrial dairy fermentations (; ; ; ). Recently, we analysed the adhesion device of S. thermophilus Moineauvirus and Brussowvirus siphophages (formerly termed the cos and pac phages, respectively) using HHpred and identified several carbohydrate-binding modules (CBMs) in two conserved siphophage tail components termed the distal tail protein (Dit) and the tail associated lysin (Tal) (). Host binding studies using these CBMs confirmed their functionality as well as their specificity for each phage’s host (). Unexpectedly, we also discovered a third ORF, located downstream of the Tal-encoding gene, encoding a previously unidentified receptor-binding protein (RBP).
While the structure of recombinantly expressed CBMs, RBPs or some complete adhesion devices may be determined by X-ray crystallography (; ; ), the adhesion device of Moineauvirus and Brussowvirus as a whole is beyond the possibilities of these techniques. Indeed, many of these phages possess large Tal proteins (∼800–2,500 amino acids) as well as long and flexible extensions, which have been observed by negative staining electron microscopy (nsEM) (; ; ). Furthermore, Dit proteins of several siphophages have been reported to harbour CBMs (in which case they are termed evolved Dits), and the presence of such CBMs at the extremity of long and flexible linkers prevent them from being analysed in phago (). Therefore, our nsEM 3D reconstruction of the Moineauvirus phage STP1 adhesion device showed well-resolved density only for the Dit central hexameric ring and the Tal trimeric N-terminal domain () with partly-defined densities at its periphery accounting for six trimeric RBPs ().
Here, we applied a structure prediction approach to a carefully chosen set of five phages belonging to the Moineauvirus and Brussowvirus genera with the latest version of AlphaFold2 multimer (as of January 2022) (). In this manner, we were able to assemble complete structural models of the Dit-Tal assembly as well as a model of the RBPs. These models reveal that S. thermophilus phages use multiple CBMs, which act together with the bona fide RBPs, to bind to their host-specific cell wall polysaccharide (CWPS) (). Noteworthy, these CBMs are LEGO-like assembled giving rise to a structural, and likely functional, variety of S. thermophilus phages’ adhesion devices. In particular, the different CBM combinations identified in the Tals are built from a variable number of similar modules. Finally, the method described here makes it possible to perform a precise annotation of phage adhesion devices, far beyond the reach of other methods such as HHpred ().
2 Materials and methods
2.1 Phage selection
Five S. thermophilus phages were selected for analysis in this study that represent both the Moineauvirus and Brussowvirus genera. Moineauviruses DT1 (), STP1 () and Brussowviruses 9851 (), TP-778L () and SW13 () were analysed in this study. The Genbank accession numbers for the phages are as follows: DT1 (NC_002072.2), STP1 (MF580773.1), 9851 (KY705284.1), TP-778L (NC_022776.1) and SW13 (MH892362.1).
Phage 9851, isolated from a dairy fermentation in France, infects S. thermophilus strain ST64985 (). Phage TP-778L is an induced (pro)phage of strain SK778, and it can be propagated on host strain B106 (). Phage DT1, isolated from a Mozzarella whey in Canada, infects S. thermophilus SMQ-301 (). Phage STP1, isolated from an Irish cheese whey, infects S. thermophilus UCCSt102 (). Phage SW13, isolated from a Turkish dairy facility, infects S. thermophilus UCCSt50 ().
2.2 Protein structure predictions and topological model assembly
Although HHpred predictions were reported in a previous study, we performed HHPred analyses on the Tals to obtain up-to-date information of their domain composition (). We used a Colab’s notebook (https://colab.research.google.com/github/deepmind/alphafold/blob/main/notebooks/AlphaFold.ipynb#scrollTo=XUo6foMQxwS2) to perform the predictions. To note, this notebook does not use PDB templates (as do “true” AlphaFold2 servers), thereby providing a totally naive structure prediction. Furthermore, this ColabFold allows the modeling of homo-multimers. Due to memory limitations, long sequences had to be split in sequence stretches with considerable overlap for later assembly. In a first pass, we ran structure predictions for monomers in order to determine sensible stretch boundaries to be assembled in trimers (Tal, RBP) or hexamers (Dit). The number of residues in the multimeric stretch predictions had to be less than 1,400 residues. Moreover, we predicted structures of stretches with overlapping segments to allow full-length assembly of the full-length multimers using Coot (). The pLDDT values that are stored in the pdb file as B-factors, were plotted using Excel (Supplementary Figures S4A,B). The final predicted domain structures were submitted to the Dali server () to identify the closest structural homologs in the PDB. In order to assemble topological models of Dit-Tal assemblies, we used the Coot option “SSM Superpose” to superimpose individual domains onto the corresponding ones of the lactococcal phage p2 adhesion device (). Sequence alignments were performed with Multalin () and ESPript (). Visual representations of the structures were prepared with ChimeraX ().
3 Results
We selected five representative S. thermophilus phages for detailed structural analysis based on three criteria: 1) they have been isolated in geographically distinct locations, 2) they possess unique host ranges, and 3) they exhibit different adhesion devices according to their sequences. Furthermore, based on a recent phylogenetic analysis of dairy streptococcal phages (), the genomes of the selected phages are overall distinct. Among these, three are members of the Moineauvirus genus (DT1, STP1, 9851), and two are members of the Brussowvirus genus (SW13, TP-778L). Phage 9851 was isolated from a dairy fermentation in France, and it infects S. thermophilus strain ST64985 (). Phage TP-778L is an induced (pro)phage of strain SK778, and it can be propagated on host strain B106 (). Phage DT1 was isolated from a Mozzarella whey in Canada, and it infects S. thermophilus SMQ-301 (). Phage STP1 was isolated from an Irish cheese whey, and it infects S. thermophilus UCCSt102 (). Phage SW13 was isolated from a Turkish dairy facility, and it infects S. thermophilus UCCSt50 ().
3.1 Predicted structures of Dits
Dit proteins can be divided into two domains corresponding to the N- and C-terminal parts of the polypeptide chain. The N-terminal domain, called the belt, is composed of two β−sheets, a β−hairpin, and an α−helix. The C-terminal domain, called the galectin, is a two β−sheet structure, similar to a galectin domain (). Of note, this galectin domain can be absent in some Dits, such as in phage Lambda, or can be replaced by an OB-fold domain, such as in phage T5 (). As mentioned above, Dits possessing CBM insertions in the galectin domain are called evolved Dits (). In phage tails, six Dit monomers assemble as a ring allowing DNA passage. The ∼500 amino acid long Dit proteins of S. thermophilus phages are classified as evolved since they contain a CBM, inserted within the galectin domain, clearly identified by HHpred (). AF2 predictions of the Dit from the five S. thermophilus phages yielded very similar topologies. The predicted belt and galectin domains are structurally close to those whose structures have previously been determined experimentally, as exemplified by the finding that the Bacillus subtilis phage SPP1 Dit was returned as a hit by the Dali server () (Figure 1A; Supplementary Table S1). The ∼250 amino acid long CBMs are inserted in the galectin domain in between two long linkers, and share similar folds (Figure 1B). The Dali server returned the same hit for each of these CBMs, corresponding to the CBM of the evolved Dit from Lactobacillus casei BL23 phage J-1 () (Supplementary Table S1). In the predicted hexameric assemblies of these evolved Dits, the six CBMs project quite prominently (∼60 Å) from the belt ring (Figure 1C), which would enable them to interact with their glycan receptor located on the host cell surface. Interestingly, although these CBMs share a common fold, they can be classified in two groups based on sequence differences: the first group comprises the Dit of DT1, STP1, and 9851, and the second group comprises the Dit of SW13 and TP-778L (Supplementary Figures S1A,B). These sequence variations within a common fold suggest that each CBM may be adapted to recognize host-specific CWPS receptors.
FIGURE 1
3.2 Predicted structures of Tals
Tals of siphophages are composed of an N-terminal structural domain of ∼350–400 amino acids (
TABLE 1
| DTl (M) | Dali hit§ | STPl (M) | Dali hit§ | SW13 (B) | Dali hit§ | 9851 (M) | Dali hit§ | TP-77SL(B) | Dali hit§ | |
|---|---|---|---|---|---|---|---|---|---|---|
| N-termin.al structural domain | ||||||||||
| Sub-domains 1-3 | 1-239 | 1-237 | ||||||||
| Lysin 1 | 273-450 | 3fi7;14 .8 | 273-445 | 3fi7;15.0 | ||||||
| linker | 451-462 | 446-461 | ||||||||
| Lysin 2 | 463-619 | 5d74;21.0 | 462-622 | 5d74;21.3 | ||||||
| Sub-domains 1-4 Sub-domain 4 | 1-384 - | 3cdd;l6.8 | 1-384 - | 3cdd;l6.3 | - 659-789 | 2x8k;20.2 | 1-379 - | 3cdd;l6,5 | - 656-790 | 3gs9;17.5 |
| gap | ||||||||||
| C-termin.al extension. | ||||||||||
| α-helix | 385-401 | 385-401 | 790-806 | 388-400 | 792-809 | |||||
| Ig-like domain | 402-490 | 6grs;9.8 | 402-490 | 6grs;9.5 | 807-893 | 6grt;9.l | 402-490 | 6grs;9.6 | 810-897 | 6grs;9.8 |
| linker-β | 491-512 | 491-504 | 894-911 | 491-515 | 898-917 | |||||
| Module 3β _1 | 918-977 | 2rbl;4.8 | ||||||||
| linker-β | 978-992 | |||||||||
| module 3β_ 2 | 993-1051 | 2rbl;4.2 | ||||||||
| linker-β | 1052-1084 | |||||||||
| CBM_1 | 516-675 | 5ggf;l6.9 | 1085-1252 | 5ggf;l6.l | ||||||
| linker-β | 676-688 | 1253-1257 | ||||||||
| module 3β_ 3 | 688-740 | 5e7t;8.9 | 1258-1306 | 5e7t;8.9 | ||||||
| linker-β | 741-742 | 1307-1325 | ||||||||
| CBM_2 | 505-736 | 5e7t;28.6 | 912-1105 | 5e7t;13.3 | 743-961 | 5e7t;l4.8 | 1326-1530 | 5e7t;l5.2 | ||
| linker-β | 737-741 | 1106-1147 | 962-989 | 1531-1559 | ||||||
| module 3β _4 | 1148-1193 | 5e7t;7.7 | 990-1040 | 5e7t;8.2 | 1560-1606 | 5e7t;7.0 | ||||
| linker-β | 1194-1214 | 1041-1055 | 1607-1625 | |||||||
| module 3β_ 5 | 513-561 | 5e7t;9.0 | 1215-1262 | 5e7t;8.6 | 1055-1109 | 5e7t;9.4 | 1626-1675 | 5e7t;8.5 | ||
| linker-β | 562-566 | 1263-1284 | 1110-1119 | 1677-1682 | ||||||
| CBM_3 | - | - | - | - | 1285-1423 | 3pb6;10.8 | 1120-1267 | 3pb6;12.l | 1683-1844 | 3p6b;l2.6 |
| CBM_4 | 567-739 | 5w6h;l5.0 | 742-916 | 2zey;l4.8 | - | - | - | - | - | - |
| α-helix | 740-817 | 917-1005 | 1424-1519 | 1276-1355 | 1845-1940 | |||||
| β-prism/β-helix | 818-914 | 3pqh;7.0 | 1006-1092 | 4bxq;6.2 | 1520-1609 | 7chu;6.0 | 1358-1452 | 6u9g;6.4 | 1941-1981 | 4bxr;7.2 |
Tai domain boundaries in predicted structures (M: Moineauvirus; B: Brussowvirus; §: PDB ID; Z score).
FIGURE 2

Predicted structures of Tals. (A) Ribbon and transparent surface representations of trimeric Tals (colored by chain) from the five S. thermophilus phages. The various domains are indicated as listed in Table 1. Junctions between N-terminal structural domains and C-terminal extensions were not reliably predicted, therefore we did not join them in our structural models. (B) Close-up view on the α-helix and Ig-like domain that follow the Tal N-terminal structural domain. (C) Close-up view on a 3β domain.
Tals from several S. thermophilus phages have previously been examined by HHpred (
3.2.1 The Tal N-terminal domain can be functionalized
Tals are trimeric proteins that stack against the Dit hexameric ring. The Tal N-terminal domain resembles the N-terminal domain of gp27, the puncturing device of the myophage T4 (
In Moineauviruses (DT1, STP1 and 9851), the Tal N-terminal domains resemble that of prophage MuSo2 from Shewanella oneidensis (Table 1). Their well-conserved sequences fold into the typical four sub-domains described above (Supplementary Figure S3). However, in Brussowviruses (SW13 and TP-778L), the Tal N-terminal domains contain insertions between the third and fourth sub-domains (Table 1). Sequences of these domains are quasi-identical (Supplementary Figure S3), and their predicted structures returned the same hit, the Tal from Listeria monocytogenes prophage EGD-e (Table 1), using the Dali server. The insertion consists of two modules separated by a short linker (∼10 residues) and connected to sub-domains 3 and 4 via long linkers (∼40 residues) (Table 1). These modules from SW13 and TP-778L match closely in sequence and structure (Table 1; Supplementary Figure S3). Therefore, we describe only the N-terminal domain of TP-778L. Module 1 comprises ∼170 residues and is mainly α-helical (Table 1; Figure 3A). A Dali search returned a significant hit with the catalytic domain of the autolysin (Auto) from L. monocytogenes (PDB ID 1uto; Lmo1076) (Table 1), an N-acetyl glycosaminidase (
FIGURE 3

Catalytic and binding domains of phage TP-778L Tal. (A) Ribbon and transparent surface representation of TP-778L lysin_1 superimposed to the catalytic domain of L. monocytogenes autolysin Auto (Lmo1076) (PDB ID 3fi7; Table 1), a N-acetyl glycosaminidase (
3.2.2 Tal extensions present different carbohydrate-binding modules combinations
Tal extensions vary from ∼550 residues (DT1) to ∼1,200 residues (TP-778L). In the five phages, a short α-helix immediately follows the N-terminal domain and abuts to a ∼90-residue immunoglobulin (Ig)-like domain (Table 1; Figure 2B). Notably, junctions between N-terminal structural domains and C-terminal extensions were not reliably predicted, therefore we did not join these two domains in our structural models. The Ig-like domain is followed by triple collagen-like linkers of variable lengths, which may be associated with ∼60 amino acid long domains composed of three anti-parallel β-strands, hereafter named “3β domain,” as observed in DT1 and TP-778L (Figures 2A,C). These 3β domains are identified by Dali as being close to half a fibronectin III-like domain, and to part of the junction module of L. lactis phage Tuc2009 BppA protein, a CBM-containing component of its adhesion device (Table 1). The next part of the C-terminal extension is formed by different combinations of CBMs, which can be separated by collagen-like linkers and 3β domains as observed in the long Tals of SW13, 9851 and TP-778L (Figure 2A). Our description of these CBMs is based on phage TP-778L since it possesses all the CBMs that are found separately in other phages under study.
The first CBM found along the TP-778L Tal extension, hereafter named CBM_1, was identified by Dali as a stem domain of the Protein O-Linked Mannose N-Acetylglucosaminyltransferase 1 (POMGnT1-Stem) (
These CBM_3 and CBM_4 located at the Tal distal end are followed in each phage by a long helix (∼90 amino acids) abutting to a β-prism domain formed by 3 × 10 β-strands, except for phage TP-778L in which this domain contains only 3 × 5 β-strands. These domains returned low-confidence and non-functionally relevant hits, using Dali, with various proteins containing anti-parallel β-sheets (Table 1). However, C-terminal β-helices and β-prisms in some phage adhesion devices, such as the E. coli phage K1F endo-sialidase CIMCD, the B. subtilis phage GA-1 neck appendage protein CIMCD, or the receptor-binding C-terminal domain of phage T5 L-Shaped Tail Fibre, are known to interact with host cell wall receptors, like lipopolysaccharides (
3.3 Predicted structures of receptor-binding proteins
In the adhesion device-encoding genomic regions of S. thermophilus Moineauviruses and Brussowviruses, besides the Dit and Tal pair, we previously identified a third ORF that exhibits the characteristics of a bona fide CWPS-specific receptor binding protein (RBP). Structural predictions of the five phage RBPs as monomers identified a linear assembly of seven β-stranded domains (Figure 4A; Supplementary Table S2).
FIGURE 4

Predicted structure of the RBPs. (A) Ribbon and transparent surface representation of TP-778L RBP predicted monomer structure comprising, from the N- to the C-terminal parts, four structural β-sandwiches, two β-prism domains, and the C-terminal head domain. (B–F) Ribbon and transparent surface representation of the trimeric β-prisms and C-terminal head domains from the five phages under study (colored by chains).
Structure predictions of RBP trimers returned compact assemblies of the last three domains formed of two successive β-prisms of 3 × 3 β-strands and 3 × 4 β-strands, and a β-stranded ternary module resembling the RBP head domain of other Gram positive infecting siphophages (
Interestingly, Dali analyses of the four β-sandwiches for each phage indicate that their folds differ slightly within the same phage RBP, while β-sandwiches with the same position along the polypeptide chain share similar folds between the different phages (Supplementary Table S2). Lastly, the RBP head sequences are highly divergent and can be grouped in two classes: one includes those of phages DT1, STP1, and SW13, and the other includes those of phages 9851 and TP-778L (Supplementary Figure S4). Consistent with this sequence-based classification, Dali returned hits with the L. lactis phage p2 RBP head domain (
3.4 Comparison of AlphaFold2 predictions with phage nsEM images
In order to compare the predicted structures to experimental data, we selected good quality nsEM images from publications of phages STP1 and SW13 and calculated the length of their adhesion devices. The length of the predicted Dit-Tal assembly for STP1 and SW13 was measured, with respective dimensions of 44 and 69 nm (Figures 5A,B). The approximate dimension of the Dit-Tal assembly on phage STP1 nsEM image (
FIGURE 5

Predicted structure of Dit-Tal assemblies and comparison with nsEM images. (A,B) Surface representation of phage STP1 (A) and phage SW13 (B) Dit-Tal assembly. The Dit hexamer is colored yellow, and the Tal trimer is colored, by chain, green, salmon, and violet. (C) nsEM images of phages STP1 and SW13 (
4 Discussion
To provide an overview of the structural diversity of dairy streptococcal phage adhesion devices, we have analyzed previously described representative phages with a broad spatio-temporal spread. Phages that infect lactic acid bacteria including S. thermophilus, typically exhibit a very narrow host range, often limited to a single or small number of strains. Therefore, the phages analyzed in this study were also selected on the basis of having distinct host strains. Furthermore, these phages belong to one of the two most frequently encountered genera of dairy streptococcal phages, i.e., Moineauvirus and Brussowvirus.
Our complete AF2-based structural prediction of the three components forming the adhesion device of representative Moineauvirus and Brussowvirus reveals LEGO-like molecular assemblies of domains with common folds, interspaced by linkers of different lengths. The Dit proteins analyzed in this study all form a core assembling the belt and galectin domains, similar to that observed for other phage Dits (
The Tals vary very considerably in their length and in the number of modules they possess. Phages DT1, STP1 and 9851 share a common gp27-like N-terminal domain, present in most Siphoviridae. In contrast, an insertion is observed in the gp27-like N-terminal domain of phages SW13 and TP-778L. This insertion is projected far away from the trimerization axis and is formed of long linkers bearing two lysin domains, a glycosyl hydrolase and an amino-peptidase, both of which likely target the cell wall peptidoglycan. In the five phages, the N-terminal domain is followed by a short helix connecting it to a conserved Ig-like domain. The five Tal extensions incorporate up to five structural domains formed by a β-sheet of three strands (that we name 3β domain), and between one and three CBMs. It is noteworthy that the last three 3β domains of TP-778L (3β_3−5) resemble a linker domain of phage Tuc2009 adhesion device BppA, and that the CBMs belonging to STP1, SW13, 9851 and TP-778L share the same fold as BppA’s linker and CBM. In contrast with the significant sequence variability associated with Dit CBMs, Tal CBMs are often more conserved at sequence level. While the three Tal CBMs of phages 9851 and TP-778L possess quasi identical sequences, the CBMs of the three other phages differ significantly. This variability is not surprising since these phages bind to different hosts with different saccharide motifs. At the C-terminal end, the five phages share a common structural motif involving a long α-helix and a β-prism. These β-prisms exhibit conserved sequences, with the exception of TP-778L β-prism that is shorter than those of the other four. In contrast with all the other domains of these adhesion devices to which we could assign a function, the functional purpose of these β-prism domains remains mysterious. They likely play a structural role, for example keeping together the Tal trimeric assembly, and/or a host binding function that is observed in some other β-prism domains from phages infecting E. coli (
The third ORF, which we named RBP due to the structural similarity with lactococcal and listerial RBPs, are formed by a chain of four structural Ig-like domains, followed by three domains found in canonical siphophage RBP. These domains include a tandem of β-prisms followed by a β-sandwich domain resembling closely that of the RBP head domain of lactococcal phage p2 (
Phages that prevail in dairy fermentation facilities and products are presented with an abundance of potential host cells that facilitate their proliferation. However, the abundance of phages in these fermentations also creates a highly competitive environment and dairy phages have evolved to incorporate multiple CBMs to enhance their ability to initiate contact with potential host strains. The identification of several CBMs within various adhesion device proteins of dairy lactococcal, lactobacilli and streptococcal phages, as well as of phages infecting the wine-making lactic acid bacteria O. oeni, highlights the likely advantages of these CBMs for phage infection (
These AF2 predictions made it possible to perform a precise assignment and analysis of the adhesion device of representative streptococcal phages of the Moineauvirus and Brussowvirus genera. Thanks to the easy access and user friendliness of AF2 Colab’s NoteBooks, such structural predictions and analyses of phage ORFs constitute a potent and reliable method of phage genomic and functional annotation, and particularly of their often under-annotated adhesion devices.
Statements
Data availability statement
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding authors.
Author contributions
AG, JM, and CC conceptualized the study. AG, RJ, KL, and CC carried out the investigation. AG, JM, DV, and CC supervised the study. AG, JM, DV, and CC acquired the funding. AG, JM, and CC wrote the original draft. All authors edited the manuscript and approved the final submission.
Funding
This publication has emanated from research conducted with the financial support of Science Foundation Ireland under Grant Numbers 20/FFP-P/8664, 15/SIRG/3430 and 13/IA/1953 and 12/RC/2273-P2. For the purpose of Open Access, the author has applied a CC BY public copyright licence to any Author Accepted Manuscript version arising from this submission.
Acknowledgments
We acknowledge UCSF ChimeraX for molecular graphics that is developed by the Resource for Biocomputing, Visualization, and Informatics at the University of California, San Francisco, with support from National Institutes of Health R01-GM129325 and the Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases.
Conflict of interest
CC is employee of Alphagraphix.
The remaining 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.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmolb.2022.960325/full#supplementary-material
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Summary
Keywords
bacteriophage, Streptococcus, AlphaFold2, phage-host interactions, carbohydrate-binding module, receptor-binding protein
Citation
Goulet A, Joos R, Lavelle K, Van Sinderen D, Mahony J and Cambillau C (2022) A structural discovery journey of streptococcal phages adhesion devices by AlphaFold2. Front. Mol. Biosci. 9:960325. doi: 10.3389/fmolb.2022.960325
Received
02 June 2022
Accepted
30 June 2022
Published
19 August 2022
Volume
9 - 2022
Edited by
Mattia Falconi, University of Rome Tor Vergata, Italy
Reviewed by
Roberto Tejero, University of Valencia, Spain
Logan William Donaldson, York University, Canada
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Copyright
© 2022 Goulet, Joos, Lavelle, Van Sinderen, Mahony and Cambillau.
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: Adeline Goulet, adeline.goulet@univ-amu.fr; Jennifer Mahony, j.mahony@ucc.ie; Christian Cambillau, cambillau.alphagraphix@gmail.com
This article was submitted to Biological Modeling and Simulation, a section of the journal Frontiers in Molecular Biosciences
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