Bacteriophages constitute an important part of the human gut microbiota, but their impact on this community is largely unknown. Here, we cultivate temperate phages produced by 900 E. coli strains isolated from 648 fecal samples from 1-year-old children and obtain coliphages directly from the viral fraction of the same fecal samples. We find that 63% of strains hosted phages, while 24% of the viromes contain phages targeting E. coli. 150 of these phages, half recovered from strain supernatants, half from virome (73% temperate and 27% virulent) were tested for their host range on 75 E. coli strains isolated from the same cohort. Temperate phages barely infected the gut strains, whereas virulent phages killed up to 68% of them. We conclude that in fecal samples from children, temperate coliphages dominate, while virulent ones have greater infectivity and broader host range, likely playing a role in gut microbiota dynamics.
Viral particles abound in the human intestinal microbiota, with 109 to 1010 estimated virus-like particles (VLPs) per gram of feces1,2,3. Metagenomics has repeatedly demonstrated the great richness in this viral world, which is largely dominated by bacteriophages (or phages)4,5,6,7,8. Despite the richness, there is low intra-sample diversity (when evenness is taken into account) because a few groups of abundant phages appear to dominate the ecosystem9,10 of each individual, and this phageome seems relatively stable over time5,11. In contrast, inter-sample diversity is large, and each individual essentially has its own set of phages. Yet, it is estimated that 20–25 phages, including crAssphage9, are abundant and shared by more than 20% of adults10. Since phages have been established as important components of the human microbiota, it is necessary to evaluate their impact in this environment12.
Lysogeny is frequent in bacterial strains, with 46% of completely sequenced bacterial genomes hosting at least one prophage13, and seems even more frequent in intestinal bacteria14. Mouse studies also reported that 66% of lysogens were actively producing viral particles14. In humans as well, the first intestinal virome studies underlined that a large fraction of VLPs might correspond to temperate phages6,8. Virulent phages are also present in the human digestive tract. A 1983-study found phages targeting E. coli (coliphages) at levels higher than 105 per gram of feces in 1.6% of the healthy subjects, and in 14% of diarrheal patients15. The increased occurrence of coliphages in diarrheal patients was likely a reflection of a concomitant increase in the presence of their E. coli hosts. Among these coliphages, the proportion of virulent coliphages was 10% in the fecal samples of healthy adults, and 24% in the diarrhea samples. These figures suggest first, a dominance of temperate coliphages compared with virulent coliphages in a balanced microbiota, and second, a tendency for the virulent phages to expand in “dysbiotic” contexts such as during the occurrence of diarrhea. Interestingly, a similar study conducted approximately 20 years later examined the fecal samples of 140 Bengal children with acute gastro-enteritis and the authors succeeded in isolating coliphages from 27% of the samples, and 95% of them were virulent16. These findings support the view that a diarrheal context correlates with virulent phage development.
Beyond coliphages, a suggestion that phages may play a role in microbiota stability came from a large virome study, which detected an increase in virome richness in Crohn’s disease patients, compared to healthy subjects17. Furthermore, a re-analysis of this dataset focusing on the temperate phages associated with Faecalibacterium prausnitzii, a dominant bacterial member of the human microbiota which is depleted in Crohn’s disease patients, suggested a negative correlation between bacterial and viral abundances for this species18. Such a situation may originate from massive prophage induction in a dysbiotic context. The impact of oral administration of either defined virulent phages or complex viromes on the intestinal microbiota has also been investigated, and has two possible outcomes. One is that phage propagate without impacting the bacterial population, which remains globally phage sensitive, in a manner of co-existence19,20. In the second possible outcome, phages affect the bacterial population in a transient way, which then recovers to initial concentrations21 either via strain replacement21 or via evolution towards phage resistance22. These studies pave the way to understand phage impact(s) on intestinal communities.
However, at present we are far from having a well-defined view of the respective contributions of temperate and virulent phages in the mammalian gut. We undertook such a study with E. coli, one of the first bacterial species to colonize an infant’s gut, which still represents more than 1% of all species of the gut microbiota in many children at age one year. We isolated 150 E. coli phage and analyzed their host range on 75 E. coli strains isolated from the same ecosystems, starting from 648 fecal samples of a one-year-old children cohort. We show that temperate phages outnumber virulent ones in fecal samples, and that most E. coli strains isolated from the same cohort are resistant to temperate phages but sensitive (for 11–60% of them) to virulent phages. Therefore, this study generates a contrasting picture, where temperate coliphages are relatively abundant but remarkably innocuous to bacteria found in one-year-old children, and virulent phages are sub-dominant but may kill their host upon encounter.
E. coli strains from fecal samples are mostly lysogens
To study intestinal E. coli phage–host interactions, we isolated phages from an unselected prospective cohort of 1-year-old children. Using 648 fecal samples, two parallel investigations were carried out. During the first (Fig. 1, left side), we analyzed the temperate phages hosted in 900 E. coli strains previously isolated from these same fecal samples (0–5 isolates per sample, see23). These E. coli strains were searched for the presence of virions spontaneously induced in in vitro culture supernatants by plaquing them on two indicator strains.
Two laboratory E. coli strains were chosen for phage isolation based on their high phage sensitivity. Strain MAC1403 (MG1655 hsdR::kanR) is a K12 derivative (phylogroup A) devoid of active prophage and with no DNA restriction activity. It has a lipopolysaccharide (LPS) with a K12-type outer-core component, and is devoid of O-glycosylation (rough phenotype). Strain C also belongs to phylogroup A, is restrictionless, has an LPS devoid of O-glycosylation but has an R1 type outer-core24. The E. coli C strain has long been recognized as an efficient indicator strain15. Due to size limitations, no strains with an F pilus were used, thereby excluding detection of phages that need such pili for adsorption (members of the Inoviridae and Leviviridae families)15.
For the 900 natural E. coli isolates from the fecal samples of 1-year-old children, filtered supernatants of 96-well plate cultures were serially diluted and plated on the two indicator strains. The observation of isolated plaques was considered proof of the presence of temperate phage(s) in the supernatant (Supplementary Fig. 1B). The detection limit was 102 pfu/mL of supernatant. Remarkably, 63.4% of the strains produced virions that were able to form plaques on either or both of our indicator strains. In all cases, confluent lysis spots and isolated plaques exhibited a turbidity zone typical of temperate phages (see two examples, Fig. 1b, left). Supernatant titers ranged between 102 and >106 pfu/mL (Supplementary Fig. 1C).
We conclude that at least 63% of E. coli isolates from the infant gut are lysogens. Among the phages isolated, 75 were selected for further analysis. These phages were chosen based on their different plaque characteristics (size, turbidity), with a maximum of one phage per initial fecal sample.
Viromes contain both temperate and virulent coliphages
The second route to isolate coliphages (Fig. 1, right side), consisted in growing them directly from fecal sample filtrates. Viromes were fractionated from 0.15 g of feces, using a gentle method based on fecal sample dilution, filtration, and concentration through ultrafiltration. From such viromes, plaque isolation was then performed, on the same two indicator strains used for strain supernatants.
Coliphages were isolated from viromes by direct spotting (10 µL) on lawns of MAC1403 and C strains, without an enrichment step. Among the 648 virome samples, 23.7% contained coliphages (>500 pfu/g of feces, Supplementary Table 1). Fecal samples with coliphages isolated had a significantly higher proportion of E. coli OTUs compared to coliphage negative samples (Mann–Whitney two-tailed test, P < 0.0001, Supplementary Fig. 1D).
Interestingly, some of these phages produced clear plaques, suggesting that virulent phages had been isolated (Fig. 1b, right side). Among the first 75 isolated plaques, which were studied further, 27% were virulent. We noticed that fecal samples positive for virulent coliphage contained slightly higher E. coli OTU proportions (Fig. 2a), and had significantly higher coliphage titers (3.1 × 104 PFU/g of feces for virulent, compared to 2.8 × 103 for temperate phages, Fig. 2b). When the MOI of the coliphages was plotted as a function of E. coli concentration (using an absolute bacterial concentration of 1011/g of feces to convert E. coli OTU ratio into concentrations), a general trend of lower MOI for higher bacterial concentration was observed (Fig. 2c). Such a tendency has already been reported for several marine bacterial genera and the combined population of their phage parasites25. It was proposed that temperate phages shift from lysis cycles to lysogeny at high bacterial concentrations (the “piggyback the winner” hypothesis26). Interestingly, here we see a similar behavior for both temperate and virulent phages. Alternatively to the piggyback the winner hypothesis, it is possible that with phage adsorption to the bacterial surface being more efficient at high bacterial concentrations, less virions are collected in supernatants, regardless of the phage lifestyle.
The titers of coliphages in viromes may be underestimated, due to purification procedure and phage storage. Indeed, our phage spiking assays showed that the virome purification procedure reduced infectivity by a factor of 2.5, in average27. With respect to storage, we observed that phage particles remained stable upon storage at −80 °C in fecal samples. Later on along the purification process, for logistical reasons, there was a 3 weeks’ delay between virome isolation and growth analysis, which may result in phage decay. Indeed, a stability assay at 4 °C with 12 temperate and 11 virulent coliphages crude lysates showed that all temperate coliphages but one suffered a 1 to 2 log decay in titer over 35 days (Supplementary Fig. 2), whereas virulent phages were slightly more stable over the same period.
Taken altogether, the viromes of healthy children contain both temperate and virulent coliphages, 75 of which were further purified and analyzed in greater detail.
Temperate and virulent phages have contrasted host range
Next, we tested the capacity of the selected 150 phages (75 spontaneously induced and 75 isolated from viromes) to replicate on a panel of 75 E. coli strains. A maximum of one strain per child was chosen, half of which were proven lysogens (i.e. strains for which phages could be detected in supernatants). We made sure that none of the selected E. coli strains originated from a child from which phages to be tested had been isolated (this was also tested, later, see below). The E. coli species is diverse, and seven phylogroups are distinguished, with different overall properties. Clades A and B2 are the most prevalent in humans, with A strains being mostly commensals while most extra-intestinal pathogens belong to the B2 clade28. A PCR typing was performed on the 75 E. coli strains in order to determine their phylogroup29. We observed a clear dominance of the B2 type (41.3% of strains), and a paucity of the A type (5%). Clades E, B1 and C had intermediate levels (11–19%). Interestingly, the B2 clade was significantly enriched in lysogens, while B1 and A were significantly depleted in lysogens (Supplementary Fig. 3A).
Among the 75 temperate phages obtained from E. coli culture supernatants, the 18 selected to be sequenced were purified on one of the two indicator strains. The remaining 57-phage stocks were left as crude bacterial supernatants, to mimic natural infection conditions in terms of phage diversity and exposure to multiple DNA modification systems. A remarkably low level of infectivity was observed for the whole 75-phage panel (Fig. 3a). At most, 8% of the strains were lysed by a temperate phage. Only 2 of the 75 strains were more phage sensitive (i.e. >20% of the phages could infect them).
Next, we tested the panel of 75 phages isolated from viromes and purified on either one of the two indicator strains against the panel of 75 E. coli isolates (Fig. 3b). The 55 temperate phages behaved similarly to the previous temperate phage set, with at most 9% of the strains lysed. In marked contrast, the 20 virulent phages lysed between 11% and 68% of the strains. Interestingly, four virulent phage lysed at least 60% of all strains tested (three rV5 and one phAPEC8, see below). Lastly, we chose 16 known virulent coliphages from the Felix d’Hérelle Reference Center for Bacterial Viruses as a reference set, and tested them against the same panel of 75 E. coli strains (Fig. 3c). Their infectivity fell between the temperate and the virulent phage sets, as between 0% and 37% of the strains were lysed by this reference phage set.
We concluded that the overall infectivity of the three phage groups examined (temperate, virulent, and reference virulent) are clearly distinct (Supplementary Fig. 3B). The virulent coliphages isolated from the infant gut were the most infectious towards the strains of this niche, followed by the reference virulent phages, and then the temperate phages. The variations in phage sensitivity could not be related to the lysogeny status of the tested strains, as lysogens and non-lysogens were equally resistant to phages (Supplementary Fig. 3C). The E. coli phylogroups also behaved similarly (Supplementary Fig. 3D).
To complement the global phage–bacteria interaction matrix, we tested each phage on a few E. coli strains isolated from the same fecal sample (Fig. 3d). The overall trend observed for the interaction matrix was conserved. All but 3 of the 130 temperate phages were unable to replicate on the strains of their ancestral ecosystem, whereas 9 of the 20 virulent phages replicated on at least one strain of the niche from which it was initially isolated.
We then used the interaction matrix to examine whether phage–host interactions were nested or modular. Earlier studies found that at the species level, phage–host interactions were nested, with a gradient of interactions ranging from generalist to specialist phages30. However, at larger taxonomic and/or geographic scales, interactions started to become modular, with some phages and hosts interacting more with each other than across their module14,31. With E. coli being a large and multifaceted species, either outcome might be expected. With our interactions matrix, we observed an intermediate situation where no clear modules emerged, nor did the interactions fit with a strict nested situation (Supplementary Fig. 4a, b).
Some temperate phages may have crossed genera
We sequenced the genomes of 50 phages of our collection, 18 temperate from isolated strain supernatants, 17 temperate from viromes, and 15 virulent from viromes (labeled in red in Fig. 2), then assembled and annotated them. All genome information is summarized Fig. 4. To our surprise, relatives to all but two coliphages (Fraca and Evi) had been characterized previously. Phages were named after their closest relatives in databases (usually at the species/genus level), followed by virome number (“ev” suffix) or strain number. As already reported, we found that virulent phages did not necessarily grow as clear plaques on all infected strains32. Since all those with sequenced genomes made clear plaques on at least three E. coli strains, we used this rule to declare the remaining unsequenced phages in Fig. 3 as virulent.
The eighteen genomes of the temperate phages isolated from E. coli strains grouped into three distinct clusters (Supplementary Fig. 5). The most represented were Lambdavirus (10 of the 18) closely related to the siphophage Lambda, except for a mEP460. The next largest cluster comprised seven P2virus, closely related to the myophage P2, except for a P88. The last phage was a myophage Mu. This distribution is congruent with bio-informatics analyses showing that lambda and P2 are among the most prevalent prophages in E. coli genomes33.
These phage genomes were then compared to those of 17 temperate phages isolated from viromes. They grouped into four clusters (Supplementary Fig. 6), revealing again the prevalence of Lambdavirus (11 out of 17 genomes). Four isolates were related to the Cronobacter sakazakii temperate phage ESSI-2 (31% coverage, 73% nucleotide identity on average, see Supplementary Fig. 6), which is a member of the Myoviridae family34, placed taxonomically within the P2virus genus. A search for ESSI-2 prophages in Enterobacteriaceae with megablast revealed its presence also in Enterobacter (7 of 95 genomes), Citrobacter (8 of 52 genomes), and Salmonella (43 of 459 genomes). In contrast, they were scarce in E. coli (1 of 10,943 genomes). The prophages with the nearest percentage of identity to our E. coli infecting ESSI-2 were from Escherichia alberti and a Citrobacter species (96–95% identity, 81–92% query cover, respectively). Therefore, these ESSI-2 phages infecting E. coli may originate from a different bacterial species, or genus.
The final two temperate phages for which the genome was sequenced, Fraca and Evi, were singletons with no close relative sharing more than 30% of their length in the NCBI viral nucleotide database. The genome of phage Fraca is 43,664 bp long, and analysis of its neck module using Virfam35 classified this phage together with the siphophage HK97 (Type 1, cluster 3). A few prophages related to Fraca were found in Enterobacter, suggesting that Fraca may have crossed genera to infect E. coli in our assay, as in the case of ESSI-2. The second singleton, Evi (40,019 bp), shared a third of its deduced proteome with the E. coli temperate phage Phi467 (structural module). This module was frequently encountered in prophages of E. coli. Using Virfam classification, its neck module was also classified next to the siphophage HK97 (Type 1, cluster 3), but Fraca and Evi barely shared nucleotide similarity (5% coverage, 77% identity).
rV5 related virulent phages are most infectious
Among the 15 sequenced genomes from virulent phages (Fig. 1 and Supplementary Fig. 6), five were closely related to the myophage rV5 of the Vequintavirinae subfamily, and one of them infected up to 68% of the tested E. coli strains (range 24–68%, average 52%). In addition, we isolated a phAPEC8-like phage, which is distantly related to rV536 (18% shared proteins), that infected 62% of all strains tested. This underlines the remarkable capacity of members of the Vequintavirinae subfamily to adapt and infect various E. coli strains isolated from the infant gut.
The next most infectious phages were related to the siphophage T5 (two isolates) and myophage T4 (two isolates). Of note, the host range was distinct within each phage pair. The two T5-like phages infected 27 and 40% of the strains (see below), while the two T4-like phages infected 13 and 42% of the strains.
A set of three myophages were homologous to VpaE1 (88,403 bp), a member of the FelixO1virus genus, which can replicate over a wide range of temperatures (from 9 to 45 °C), and has interesting host range properties37. For example, its receptor is composed of a truncated core LPS. It was suggested that phage VpaE1 preferentially targets E. coli mutants whose LPS cores are truncated to resist infection by other phages such as T4. However, a close relative of VpaE1, called Alf5, was previously isolated and infects strain K12, which has a complete core LPS38. Phage Alf5 encodes different alleles of the tail fiber proteins involved in host recognition. We compared the newly isolated VpaE1 phages to these two phages, and found that they had a tail fiber more closely related to VpaE1_gp74 (86% to 97% identity) than to its counterpart in Afl5 (74–75% identity). This may explain the limited host range by our VpaE1-like isolates (11%, 18%, and 29% of the tested strains).
Finally, the two remaining virulent phages were homologous to Stevie (49,816 bp) and Gluttony (44,513 bp), and infected 12–18% of the strains. Gluttony is an E. coli bacteriophage isolated from the microbiota of a female bladder for which little is known. Its neck module classification with Virfam places Gluttony not far from PA73, in type 1, cluster 5. Stevie is related to T1 and was originally isolated from Citrobacter39.
Overall, the virulent phages isolated from our viromes were more diverse than temperate phages, with some exhibiting remarkably high infective powers.
Accessory genes of the intestinal coliphage genomes
Three categories of genes are particularly interesting to detect in phage genomes, because they reveal how phages interact with their host, either by increasing its pathogenicity (virulence factors), or more generally its fitness (morons), or by boosting its metabolism so that the phage can complete its lytic cycles (auxiliary metabolic genes, AMG). We screened virulence factors using the VFDB reference database and the VFanalyzer tool, with Escherichia as a reference host40: 18 of the 50 sequenced phages encoded such proteins (reported in Fig. 4), all but one being temperate Lambda phages. The most abundant was sitABCD, an operon encoding an iron and/or manganese transporter, which resided on 70% of the lambda phages. Its presence may suggest that iron and/or manganese are limiting factors for E. coli in the intestinal microbiota of infants. In all cases, a fur box was detected upstream of the sit operon, suggesting that its expression is fully integrated into the host Fur regulon (Supplementary Fig. 7). Three effectors were also detected: a SopA outer membrane protease (found twice), which is required for the proper displacement of intracellular Shigella on actin filaments, and is also injected into mammalian cells through the type III secretion system (TTSS), and interferes with E3 ubiquitin ligase41,42,43. In addition EspM2 and EspV effectors were found in Lambda_2B8 and Evi, respectively. These effectors are usually encountered in attaching-effacing enteropathogens. Upon translocation by TTSS, EspM2 modulates the actin dynamic through interaction with the RhoA GTPase44, while EspV drastically changes cell shape45. Even though effector genes are the apanage of pathogens, their frequent presence on prophages46 allows them to shuttle between commensal and pathogenic strains. Hence, effector detection does not necessarily imply that pathogenic E. coli were present in the corresponding samples. De facto, the EspM2 and EspV encoding phages both originated from the same diarrheic fecal sample, but the SopA encoding phages were isolated from two non-diarrheic fecal samples.
A search for antibiotic resistance genes using the Resfam47 core profiles revealed a small efflux pump EmrE in two lambda genomes. Such pumps permit to eliminate tetracyclin, and quaternary ammonium compounds, among other chemicals48. Even though such resistance genes are not among the most relevant clinically, their presence is worth noting, given the scarcity of antibiotic resistance genes in phage genomes49.
Beyond virulence factors and antibiotic resistance genes, temperate phages encode many other morons, defined as phage genes unnecessary for the phage lytic or lysogenic cycles, but believed to confer improved fitness to their host. Many of them have been characterized over the years (for a recent review, see50). We took advantage of our collection of 19 lambda to search for additional moron genes (Fig. 5a, see also lambda dotplots in Supplementary Fig. 8, and annotated alignments in Supplementary Fig. 9). An average of four predicted morons per lambda was found (counting the sitABCD operon as a single moron). As prevalent as sitABCD was the bor gene, an outer membrane protein contributing to serum resistance. Other important contributors, present in more than 50% of lambdas, were sie, a superinfection exclusion gene and blc, a bacterial lipocalin, proposed to contribute to membrane biogenesis. Overall, a predominance of genes encoding putative membrane proteins, or membrane binding proteins, was found (bars tagged in yellow in Fig. 5a).
Lastly, a search for AMGs was conducted, building upon the list of 75 AMGs established based on large screenings of ocean and rumen viromes51. The E. coli version of these metabolic genes was chosen to build up the protein subjects when available, or a close species otherwise. E. coli homologs of reported phage encoded ribosomal proteins52 were added to this list. A BLASTp search with E-value threshold 10−5 and bit-score threshold 50 revealed a reverse picture, relative to the search for virulence factors, whereby only virulent coliphages encoded AMG (Fig. 4 and Fig. 5b). Most AMGs were related to nucleotide metabolism, and our five rV5 encoded a ribosome hibernation factor (hpf gene) as already described for the reference rV552.
Receptor-binding proteins diversity
Confronting the interaction matrix with genomic data revealed that closely related phages had different host ranges. In particular, a marked gradation of strain infectivity was observed for reference phage T5 (8% of strains infected) compared to our T5_ev219 (27% of strains infected) and T5_ev212 (40% of strains infected). Two encoded receptor-binding proteins have been reported in phage T5, allowing two different bacterial receptors to be recognized: FhuA and BtuB53. Moreover, T5 encodes various types of L shaped tail fibers, helping to overcome the bacterial surface shielding by O-glycosylated sugars. A comparison of the genome of two new T5-like phages with reference phages T5 and DT57C showed good overall synteny, except at two loci. One locus was at the receptor-binding protein, which was most similar to that of phage DT57C (73% AA identity) binding the BtuB bacterial receptor. The other clear interruption of synteny occurred at the position of the gene for the L-shape tail fiber proteins, which was different in each genome (Fig. 5c). This may explain the different host ranges (Fig. 5c, right part). A similar search for rV5 genomes did not reveal synteny breakpoints in the tail genes (Supplementary Fig. 10a). However, a closer look at polymorphism among the 18 tail proteins revealed that most were conserved, except two of them, Orf27 (annotated “structural protein with Ig domain, cell wall surface anchor” in the original rV5 genome) and Orf41 (“putative tail fiber protein”). Confronting the Neighbor-Joining tree of these two proteins with the host phage interaction matrix revealed an overall good correlation. One rV5 phage however, ev168 (Supplementary Fig. 10b, c), infected only 24% of the strains, whereas ev168, with very similar Orf27 and Orf41 proteins, infected 60% of the strains. This may be due to a truncated version of Orf38 (“tail assembly protein”, the last 53 residues are lost) in ev168, preventing the correct arrangement of tail fibers in this phage (Supplementary Fig. 10d). Finally, among the lambda phages, four main clusters of the J adhesin protein were found, which did not match with their respective phage host range (Supplementary Fig. 11). Infection exclusion, or other host defense mechanisms may be at play for this phage family.
This large-scale coliphage study has enabled us to deepen our understanding of the impact of intestinal coliphages on their hosts. An earlier study with feces samples from healthy adults reported that 90% of isolated coliphages were temperate15. Here, in 1-year old children, we also find a predominance of temperate coliphages (73%) in the fecal viromes. In addition, this study is the first, to our knowledge, to investigate coliphage growth on E. coli strains isolated from the same group of children. Even though they are more numerous relative to virulent phages, the impact of these temperate coliphages on E. coli isolates from 1-year old was low, with 0–9% (average 2%) of the tested strains infected by the 55 temperate phages found in strain supernatants or viromes. The inverse pattern was observed for the sub-dominant virulent phages that managed to infect 11–68% of the tested strains (average 32%).
While these virulent coliphages have the ability to replicate on several gut E. coli strains, it remains to be seen if they kill their bacterial hosts in vivo. For example, it is still unclear if the various phage receptors are expressed in the intestine, and if the bacteria themselves are accessible or shielded from phages in spatially heterogeneous and metabolically changing environments such as the human gut. Still, because they were readily isolated, these virulent phages are likely influencing the E. coli population in the gut of 1-year old children.
A main difficulty hindering the prediction of phage impact in the intestine is the absence of data on absolute phage titers in this environment, not to mention the phage to bacteria ratio for any given species. The most recent global estimates suggest average viral to microbial ratio around 0.1 in the gut54. Here, for E. coli in the infant gut, the highest estimated coliphage titers were ~106 PFU/g of feces (and thus may be 10-fold more, taking into account a possible decay during virome storage at 4 °C), and involved four virulent phages, namely Gluttony, a VpaE1, a T5 and an unsequenced phage (Fig. 2c, colored points). Their corresponding fecal samples were not depleted in E. coli, but rather tended to have higher relative levels of E. coli compared to the remaining samples (1–16%, Fig. 2b, colored points). Assuming a total number of bacteria per gr of feces of 1011, hence 109–1010 E. coli/g, leads for the best sample (VpaE1_ev078, and including the 4 °C decay factor), to estimate a maximal ratio of coliphages to E. coli of 7 × 10−3. This ratio may be compatible with a sporadic bloom of these coliphages in the given child sample, thanks to an overall reasonable abundance of a sensitive E. coli host. Such abundance would facilitate the phage–host encounter along the virulent phage’s travel through the gut, without drastically diminishing the total E. coli population. However, when such virulent phages enter imbalanced ecosystems dominated by E. coli such as those of infants or adults with diarrhea, they may multiply rapidly and perhaps facilitate a return to a lower, homeostatic E. coli population15,16.
The two highest titers for the temperate phage present in viromes were ~105 PFU/g feces (so possibly up to 30 fold more, due to virome sample decay at 4 °C). Using the same assumptions as above (total number of bacteria per g of feces of 1011, hence 0.8 to 9 × 109 E. coli/g, inclusion of the maximal 4 °C decay factor), a maximal ratio of coliphages to E. coli of 3 × 10−3 is estimated. In a study with germ-free mice colonized with two strains of E. coli, we found that the induction of prophage lambda was sufficiently high (1.6% per hour) to create a fitness cost55. In such a set-up, the phage-to-bacteria ratio was around 10−2, which is ~3 fold more than the highest ratio predicted here. Whether prophage induction is also a cost in complex environments remains to be investigated. We cannot rule out the idea that even though temperate phages are apparently unable to infect kins due to a lack of phage sensitive strains in the intestinal environment, they may impact the ecosystem by imposing fitness costs on their host.
What remains to be understood is the logic behind the maintenance of active temperate phages in an ecosystem such as the human gut, where they hardly manage to perform lytic cycles. One may speculate that the prophage-mediated “autolysis” function by itself is beneficial to the E. coli population as a whole. Such a situation has been observed with Pseudomonas aeruginosa during biofilm development, where prophage-mediated lysis serves for the late biofilm dissolution and colonization step56. A tripartite interaction protozoa-bacterium-prophage has also been proposed for the stx-encoding prophages, where prophage-mediated lysis liberates the Stx toxin in a sub-population, which then intoxicates some E. coli predator, although results are conflicting (see57 and references therein). It is also possible, from the bacteriophage perspective, that these temperate phages cross-infect and multiply on other bacterial species. We suggested that some of our temperate coliphage isolates may in fact originate from E. alberti or Citrobacter (for ESSI2s), and from Enterobacter (for Fraca). Conversely, the first ESSI2 isolate to be described was reported to form clear plaques on its Cronobacter sakazakii host strain, despite its integrase gene34. This may suggest its incapacity to integrate, and possibly also its foreign bacterial host origin. A recent review focuses exactly on this point, namely how little we know of phage host ranges58.
Among the 32 sequenced phages isolated from viromes, the most often encountered genus was temperate Lambdavirus (10 isolates). Among these lambda isolates, six were almost identical, and all but two encoded a SitABC-like iron transporter. This suggests relative success for these temperate phages, possibly related to the fact that it has genes allowing iron transport to their hosts. The next most frequently isolated phage clade was the virulent Vequintavirinae subfamily of the Myoviridae family, with six independent isolates. These were also the phages with the broadest host range (av. 56%), suggesting a possible link between infectivity and prevalence for virulent (but not temperate) phages in infant gut. The reference phage V5 has raised interest due to its capacity to replicate on half of the tested pathogenic O157:H7 strains, and a quarter of the ECOR collection, as well as a large panel of pathogenic strains59,60. Moreover, several phAPEC8 phages, which are distant relatives of rV5, are also reported to have broad host ranges61. Further work is needed to understand the molecular basis of such success observed for Vequintavirinae in E. coli. Nonetheless, it is tempting to speculate that a broad host range may be needed for virulent phages to persist in this fluctuating environment.
In conclusion, this study demonstrates that over 60% of the E. coli isolates from 1-old infants spontaneously release functional temperate phages. Considering that only two indicator strains were used, this already massive percentage might be even higher. However, these temperate phages have a narrow host range on E. coli. Virulent coliphages were also isolated from fecal samples but these distinct phages had a much larger host range, possibly to enable them to persist in this ecosystem. It remains to be seen if these findings can be generalized to other microbial species in the gut. This study highlights the interest of developing culturomic approaches to better understand the biological roles of phages in the intestinal microbiota.
Two E. coli laboratory strains were used as indicator strains to screen coliphages. MAC1403 is an MG1655-derivative in which the KEIO allele hsdR:kanR was added by P1 transduction. Strain C is a natural E. coli isolate devoid of restriction activity (referenced under ATCC8739) and its genome is fully sequenced (NC_010468).
Natural E. coli strains were isolated from feces samples of 648 children that were included in the prospective Copenhagen Prospective Studies on Asthma in Childhood 2010 (COPSAC2010) mother-child cohort62. Among them, 900 strains came from one-year-old children fecal samples, 55 from 2-years-old children. Dilutions of the fecal samples were plated and grown aerobically. One to five colonies per sample, with different morphologies, were further cultivated and stored at −80 °C with 20% glycerol. Species determination was then determined biochemically, as already described23.
Of these natural E. coli isolates, 75 were chosen to constitute a sub-panel for interaction analyses (70 from one-year-old children, and strains 9H12, 9A10, 8G12, 8C2, and 9G2 from two-years-old children). For this E. coli panel, a further classification was achieved using multiplex PCR, to identify the strains to the phylogroups A, B1, B2, C, D, E or cryptic Escherichia clades (named “E. clades”)29. Briefly, a first quadruplex PCR reaction targeting three genes (chuaA, yjaA, and arpA) and a DNA fragment (TspE4.C2) was carried out with 1 µL of overnight culture. PCR products were then migrated on 2% agarose gel and exposed under UV light to reveal the isolate profile. The quadruplex genotype (presence/absence of the four PCR amplicons) was used to determine the phylogroup of each isolate. A second duplex PCR was done when the first quadruplex PCR was insufficient to discriminate between two phylogroups.
Temperate coliphages from natural E. coli strains
Natural E. coli isolates were cultivated in 96-well plates in LB medium. Following an overnight incubation at 37 °C, cultures were filtered through a 0.2 µm membrane filter (Pall AcroPrep Advance 96 filter plate). Supernatants were diluted in SM buffer (50 mM Tris pH 7.5, 100 mM NaCl, 10 mM MgSO4) at three different dilutions (10−1, 10−2, 10−3). Next, double-layer plates with each bacterial indicator strain (MAC1403 or C) were inoculated with 5 µl aliquots of serially diluted phages using a Hamilton robotic system. Plates were then incubated overnight at 37 °C, and single plaque detection was used as an indicator of phage production. Each natural strain was tested twice on the two indicator strains. For strains where results were unclear, a third test was conducted. Phage concentrations in overnight cultures were estimated from the number of plaque forming units (PFU) detected at a given dilution. Among all phages obtained, 75 culture supernatants were randomly selected for further study (all of them from one-year-old children samples). Eighteen of them were plaque purified on either one of the two indicator strains, and amplified to produce larger stocks for DNA extraction and genome sequencing.
Coliphage detection in fecal viromes
We aimed to collect coliphages, both virulent and temperate, present in the fecal samples of 1-year-old children. The protocol has been described in detail elsewhere 27, but in short, viromes were fractionated from 0.15 g of feces suspended into 29 ml 1× SM buffer (100 mM NaCl, 8 mM MgSO4•7H2O, 50 mM Tris-Cl with pH 7.5). The suspension was gently centrifuged (5000g for 30 min at 4 °C) to pellet larger particles and then filtered through 0.45 µm Minisart® High Flow PES syringe filter (Cat. No. 16533, Sartorius, Germany). The filtrate was concentrated using Centriprep® Ultracel® YM-50 K kDa units (Cat. No. 4310, Millipore, USA) until a final volume of 500 µL virome concentrate was obtained. From such viromes, 140 µL was taken for DNA extraction, and the rest was stored at 4 °C, and filtered through 0.2 µm Supor membrane (Acrodisc 13 mm syringe filter, PALL) prior usage for phage detection. To detect the presence of phages, 10 μl of each of the 648 virome samples were spotted on a double-layer plate inoculated with one of the two indicator strains, and incubated at 37 °C. The presence of confluent lysis or individual plaques was noted after overnight incubation. Within each 10 µL spot, in most cases there were less than 30 of them. In the few cases where lysis was confluent, dilutions were spotted in order to estimate the coliphage titer of the virome. The first 75 phages isolated were also purified twice by plaque streaking on the same indicator strain, amplified by confluent lysis on plates, and stored in SM buffer at 4 °C before being studied in greater detail.
Coliphage host range determination
Using the collection of 150 coliphages (half temperate and isolated from strains, half isolated from viromes) we determined which were able to grow on the panel of 75 natural E. coli strains. In addition, 16 virulent coliphages from the d’Hérelle collection were tested as a reference. To accomplish this, 1 mL of overnight culture was washed over the surface of a squared plate of dried LB supplemented with 5 mM CaCl2, 10 mM MgSO4 and 0.2% maltose, and the excess liquid was decanted. Then, 5 μl of filtered supernatants containing coliphages or purified coliphage stocks were applied on plates inoculated with the strain of interest. Plates were incubated overnight at 37 °C. The interactions were classified as either positive (with clear or turbid lysis plaques or confluent lysis spots) or negative (no lysis spots and no lysis plaques). The host-range determination was tested twice for each sample containing coliphages and if results were unclear, a third test was conducted.
Analysis of interaction matrices with R package
To investigate the modularity and nestedness of the interaction matrix, we removed from the dataset all the bacteria that were resistant to all phages (n = 5/75) and all the phages that were not infecting any bacteria (n = 50/166), resulting in a 70 bacteria × 116 phages interaction matrix. Modularity was quantified with the lpbrim package in R using the findModules function with 1000 iterations. The null model consisted of 1000 binomial matrices with the same number of interactions, but randomly distributed (Q value given in the matrix corner). Nestedness was measured with the RInSp package in R using the NODF function. Statistical significance was assessed with the vegan package using the oecosimu function with 1000 simulations (value indicated in the matrix corner).
Relative abundance of E. coli in fecal samples
In our earlier study, 16S rRNA amplicon sequencing of the microbiota of the same children had been performed63. To address the constant updates to the 16S databases, the proportion of E. coli 16S reads of the 1-year old infant fecal samples was tested again. For this, all operational taxonomic units (OTUs) formerly assigned to Enterobacteria were reanalyzed against the Silva database. This allowed adding two abundant Enterobacteria to the E. coli group.
Coliphage genome sequencing
For 50 of the coliphages isolated, DNA was extracted from crude phage stocks64. Crude lysates were PEG precipitated, followed by a DNaseI/RNase treatment to remove external contamination, and DNA was extracted with the Wizard DNA clean-up system (Promega). The detection of a DNA band for 5 µL of sample on an agarose gel, even if faint (~ above 2 ng), was considered sufficient to go for sequencing. Sequencing libraries were prepared using the Trueseq nano Sample Preparation kit, and samples were sequenced with an Illumina Miseq run. Read quality trimming was performed using Trimmomatic65 and following options ILLUMINACLIP:Trueseq_nano.txt:2:30:10 LEADING:3 TRAILING:3 SLIDINGWINDOW:4:20 MINLEN:200. Trueseq nano kit tags were sometimes present inside reads, so they were systematically removed using the following sequences for clipping: CTGTCTCTTATACACATCTCCGAGCCCACGAGAC for read 1 of the pair, and TGTAGATCTCGGTGGTCGCCGTATCATTAAA for read2. Genome assembly was performed with spades v3.13.066 using only paired reads, and following options—only-assembler—meta -k 21,33,55,77,99,127. Phage genome was considered complete when spades returned a single contig with high coverage. Repeats at the contig ends were removed prior choosing genome orientation and nt 1 position, relative to reference genomes. In three cases where spades returned more than one contig with high coverage, assembly was completed manually, based on overlapping sequences at contig ends.
Dotplot analyses, genome annotations, and comparisons
Assembled phage genomes were compared to the NCBI Viruses section database using megablast to choose a well-known reference genome for each genus (indicated in Table 2). Dotplot graphs were generated using Gepard67 (word size = 10). Automatic ORF calling and annotation were performed using RAST68 and the Virus genome option. Manual editing was done for the connector genes detected with Virfam, as well as for lambda morons. Reference phage phAPEC8 being poorly annotated, its annotation was completed using distant homology searches, thanks to Phagonaute interface69. The T5s and Mu automatic annotations were completed following DT57C and Mu genbank files. tRNA were searched with tRNAscanSE 2.070. A systematic search for reverse transcriptases, frequently found in intestinal phages18, was conducted with hmmscan against Pfam profile PF00078, and none was found. Antibiotic resistance genes were searched using ResFam core profiles and hmmscan as indicated by the authors47. All virulence factors detected thanks to the Virulence Factor Database had been correctly assigned by RAST, except for the espM2 and espV genes. All genomes were deposited at EBI (accession numbers in Fig. 4).
Alignments and result displays were performed with Easyfig71 (BLASTn), starting from the Genbank files in which a field “/color” was added to help recognize phage modules: orange for replication/recombination genes, green for capsids, light blue for connectors, dark blue for tails and tail fiber genes, yellow for lysis genes, red for integrase (unless otherwise stated), black for morons and gray for genes of unknown function.
The study was performed according to the principles of the Declaration of Helsinki and was approved by the Ethics Committee of Copenhagen (H-B-2008-093) and the Danish Data Protection Agency (2015-41-3696). We are aware of and comply with recognized codes of good research practice, including the Danish Code of Conduct for Research Integrity. We comply with national and international rules on the safety and rights of patients and healthy subjects, including Good Clinical Practice, as defined in the European Union’s Directive on Good Clinical Practice, the International Conference on Harmonisation’s good clinical practice guidelines, and the Helsinki Declaration. We follow national and international rules on the processing of personal data, including the Danish Act on Processing of Personal Data and the practice of the Danish Data Inspectorate. Mothers gave informed consent for their child.
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
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This work is supported by the Joint Programming Initiative ‘Healthy Diet for a Healthy Life’. The funding agencies supporting this work are: The Danish Agency for Science and Higher Education, Institut National de la Recherche Agronomique et Environnementale (INRAE) and the Canadian Institutes of Health Research. M.B.D. is recipient of a graduate scholarship from the Fonds de Recherche du Québec—Nature et Technologies. S.M. holds the Tier 1 Canada Research Chair in Bacteriophages. We express our deepest gratitude to the children and families of the COPSAC2010 cohort study for all their support and commitment.
The authors declare no competing interests.
Peer review information Nature Communications thanks Natalya Yutin and the other, anonymous, reviewer for their contribution to the peer review of this work. Peer reviewer reports are available.
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Mathieu, A., Dion, M., Deng, L. et al. Virulent coliphages in 1-year-old children fecal samples are fewer, but more infectious than temperate coliphages. Nat Commun 11, 378 (2020). https://doi.org/10.1038/s41467-019-14042-z
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