Skip to main content
Advertisement
  • Loading metrics

Multispecies biofilm architecture determines bacterial exposure to phages

  • James B. Winans,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Validation, Visualization, Writing – original draft, Writing – review & editing

    Affiliation Department of Biological Sciences, Dartmouth, Hanover, New Hampshire, United States of America

  • Benjamin R. Wucher,

    Roles Conceptualization, Methodology, Resources

    Affiliation Department of Biological Sciences, Dartmouth, Hanover, New Hampshire, United States of America

  • Carey D. Nadell

    Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

    carey.d.nadell@dartmouth.edu

    Affiliation Department of Biological Sciences, Dartmouth, Hanover, New Hampshire, United States of America

Abstract

Numerous ecological interactions among microbes—for example, competition for space and resources, or interaction among phages and their bacterial hosts—are likely to occur simultaneously in multispecies biofilm communities. While biofilms formed by just a single species occur, multispecies biofilms are thought to be more typical of microbial communities in the natural environment. Previous work has shown that multispecies biofilms can increase, decrease, or have no measurable impact on phage exposure of a host bacterium living alongside another species that the phages cannot target. The reasons underlying this variability are not well understood, and how phage–host encounters change within multispecies biofilms remains mostly unexplored at the cellular spatial scale. Here, we study how the cellular scale architecture of model 2-species biofilms impacts cell–cell and cell–phage interactions controlling larger scale population and community dynamics. Our system consists of dual culture biofilms of Escherichia coli and Vibrio cholerae under exposure to T7 phages, which we study using microfluidic culture, high-resolution confocal microscopy imaging, and detailed image analysis. As shown previously, sufficiently mature biofilms of E. coli can protect themselves from phage exposure via their curli matrix. Before this stage of biofilm structural maturity, E. coli is highly susceptible to phages; however, we show that these bacteria can gain lasting protection against phage exposure if they have become embedded in the bottom layers of highly packed groups of V. cholerae in co-culture. This protection, in turn, is dependent on the cell packing architecture controlled by V. cholerae biofilm matrix secretion. In this manner, E. coli cells that are otherwise susceptible to phage-mediated killing can survive phage exposure in the absence of de novo resistance evolution. While co-culture biofilm formation with V. cholerae can confer phage protection to E. coli, it comes at the cost of competing with V. cholerae and a disruption of normal curli-mediated protection for E. coli even in dual species biofilms grown over long time scales. This work highlights the critical importance of studying multispecies biofilm architecture and its influence on the community dynamics of bacteria and phages.

Introduction

Many organisms find refuge from threats within groups. This observation applies across scales from bird flocks and animal herds to fish schools and insect swarms [1,2]. Bacteria are no exception and routinely live as collectives either free-floating or adhered to surfaces. Usually termed biofilms, these bacterial communities are abundant in natural settings [310], as are the threats faced by biofilm-dwelling microbes, such as invading competitors [11,12], diffusible antimicrobial compounds [13], phages [14,15], and predatory bacteria [1618]. While biofilms formed by just a single species do occur, multispecies biofilms are thought to be more typical of microbial communities in the natural environment [1922]. How predator–prey dynamics might change within multispecies biofilms is not well known, particularly at the cellular spatial scale of interactions that underlie large-scale patterns in biofilm-dominated microbial communities.

Previous work has shown that dual species biofilm cultures can increase, decrease, or have no measurable effect on phage susceptibility of a target host species living alongside a different, phage-resistant species [2331]. Why do some multispecies biofilms confer increased phage protection to susceptible host bacteria, while others appear to do the opposite? The details underlying this variability in outcome are not well understood. A common feature among many previous studies on this topic is the use of bulk assay colony-forming unit (CFU) and plaque-forming unit (PFU) plating techniques from microtiter dish cultures; these tools, while highly effective for experimental throughput, by their nature provide an average result over entire biofilm populations residing on microtiter well walls. The conditions within these wells—for example, as a function of distance from the air–liquid interface—can vary substantially. An important way to expand on the foundation set by prior work is to examine the cellular scale variability in biofilm structure that can clarify the cell–cell and cell–phage interactions giving rise to patterns at larger spatial scales. In this paper, we target this less-explored element of phage–host interaction in multispecies contexts.

Our model system comprises dual culture biofilms of Escherichia coli and Vibrio cholerae under exposure to T7 phages or λ phages. Beyond the experimental tractability that makes E. coli and V. cholerae excellent for controlled experiments, these species can be found in natural environments together: for example, residing in brackish water [32,33] and within surface-fouling biofilms in coastal waters near human populations [34]. Members of the Escherichia and Vibrio genera are also common components of zebrafish microbiota [35,36]. Their tractability make E. coli and V. cholerae together a superb platform for exploring principles of how multispecies biofilm structure could influence bacteria–phage interactions in fine detail. The cellular arrangement and secreted matrix architectures of V. cholerae have been explored in great detail in the last decade [3747]. In V. cholerae, biofilm structure is characterized by tight cell packing coordinated by 4 matrix components: the proteins RbmA, RbmC, Bap1, and the polysaccharide VPS [46]. E. coli biofilms, likewise, have been dissected extensively [4853]. T7 phages are obligately lytic and routinely isolated from the environment alongside E. coli [54]. T7 was used as our primary model phage, but we tested the generality of our core results with temperate phage λ as well.

Recent work has documented protection of biofilm-dwelling bacteria against phage exposure among several species, including V. cholerae, E. coli, Pseudomonas aeruginosa, and Pantoea stewartii [41,5557]. In each of these cases, phage protection has either been directly or indirectly traced to biofilm architecture controlled by secreted matrix materials. Most pertinently, recent work in E. coli has shown that mature biofilms are able to block phage diffusion in a manner dependent on secreted curli polymers controlling cell–cell packing on the biofilm periphery [49,55]. Curli, along with the polysaccharide cellulose, are central elements of the E. coli biofilm matrix; both are commonly produced by environmental isolates of E. coli [52,53,58]. Phages trapped in the outer biofilm layers remain at least partially viable and can infect newly arriving susceptible bacteria colonizing the biofilm exterior [59]. In general, there is little known about how growing in a multispecies context alters biofilm matrix production and architecture relative to that found in mono-species contexts; likewise, there is little known about whether and how these potential changes in biofilm architecture influence the ability of phages to access their hosts.

Here, we explore these open questions, studying how co-culture with V. cholerae influences matrix secretion and biofilm architecture of E. coli, and how these changes in turn influence the ability of E. coli to protect itself from phage attack in the midst of competition with V. cholerae for space and resources. We find that the patterns of phage infection among E. coli are qualitatively altered by the presence of a competing species, depending on cell group spatial structure.

Results

E. coli cells overgrown by and embedded within V. cholerae clusters are shielded from phage exposure

V. cholerae N16961 (serogroup O1 El Tor) and E. coli AR3110 were engineered to constitutively produce the fluorescent proteins mKO-κ and mKate2, respectively, such that they could be distinguished by fluorescence microscopy. We note that the strain background of V. cholerae that we use here, N16961, does not antagonize E. coli via Type VI secretion activity in culture conditions used for this study, which are detailed below [60,61]. The 2 species were inoculated at a 2:1 ratio of V. cholerae and E. coli into microfluidic devices bonded to glass coverslips, allowed to attach to the glass surface for 45 min, and then incubated under continuous flow of M9 minimal medium with 0.5% glucose for 48 h. Within this time frame, biofilms begin to form; however, monoculture E. coli biofilms have not yet produced sufficient curli matrix to prevent phage entry. This time frame was established by prior work and confirmed in our own experiments described below [55,59]. T7 phages were then introduced to the system continuously at 104 per μL for 16 h; this strain of T7 contains a reporter construct causing infected hosts to produce sfGFP prior to lysis [55]. Changes in E. coli abundance and localization in the chamber were tracked and compared to those in equivalent biofilms without phage introduction.

Prior to phage introduction, we noted considerable variation in biofilm structure and composition across the glass substrata of our flow devices. Depending on the initial surface distribution of V. cholerae and E. coli, different regions of the devices contained cell groups of E. coli mostly on its own, locally mixed with V. cholerae, or occasionally embedded in the bottom layers of highly packed, V. cholerae-dominated clusters. Shortly after phage introduction, most E. coli cells growing on their own quickly began reporting infection and then lysed (Fig 1A and S1 Movie). Over the next 16 h, E. coli cells embedded on the bottom layers of V. cholerae-dominated cell groups largely survived phage exposure, with scattered singleton E. coli cells elsewhere in the chambers. These single cells persisted for as long as we continued to track the system (up to 144 h) but did not appear to be actively replicating. After 16 h in the dual species biofilms, waves of T7 infection could be seen proceeding partially into groups of E. coli embedded within V. cholerae biofilms, but a fraction of E. coli most often survived (Fig 1A).

thumbnail
Fig 1. E. coli embedded within V. cholerae cell groups can evade exposure to phages in the surrounding medium.

(A) Time-lapse series of a dual culture biofilm of E. coli (yellow) and V. cholerae (purple), undergoing T7 phage exposure (infected E. coli cells reporting in cyan/white). The biofilm was grown for 48 h prior to continuous phage introduction thereafter. Time points noted in the upper right of each panel represent time since phage introduction was started. (B) The neighborhood biovolume fraction (biovolume fraction within a 6 μm around each segmented bacterium) of the merged biovolumes of both V. cholerae and E. coli for the first time point in panel A. (C) Mean V. cholerae fluorescence signal found around E. coli cells in biofilms with and without phage exposure (Mann–Whitney U test with n = 9). (D) E. coli biovolume normalized to biovolume prior to the introduction of phage in dual culture with V. cholerae and monoculture controls (Mann–Whitney U test with n = 9, n = 3). (E) Total biovolume of E. coli in dual culture and monoculture control biofilms with and without phage exposure at equivalent time points (Mann–Whitney U tests with n = 8, n = 8, n = 6, n = 7 from left to right). The data underlying this figure can be found in S1 Data.

https://doi.org/10.1371/journal.pbio.3001913.g001

To determine if the remaining E. coli survived in dual species biofilms because of de novo evolution of resistance to T7, we performed runs of this experiment after which all E. coli cells in the chamber were dispersed by agitation and tested for T7 resistance (see Methods). The frequency of T7 resistance in the surviving E. coli population was 10−5, roughly the same as the frequency of resistance prior to the introduction of T7 phages [62]. This outcome shows that there was little or no substantive population compositional shift due to selection for de novo phage resistance (S1C Fig). This is not particularly surprising, as the host and phage population sizes—and, most importantly, the extent of movement and contact events between hosts and phages—are dramatically lower in these experiments compared to those that are typical in well-mixed batch culture. Rather, these experiments suggest that T7-susceptible E. coli survives phage introduction in our biofilm culture conditions by avoiding exposure to them entirely when embedded in groups of V. cholerae. We confirmed that this outcome is specific to the biofilm context by replicating the same experiment in shaken liquid culture beginning with the same cell inoculum and phages introduced at equivalent multiplicity of infection (see Methods). In liquid co-culture conditions with V. cholerae, T7-susceptible E. coli gained no protection against phage exposure and infection (S1D Fig). In the biofilm context, the delay between the start of biofilm growth and phage introduction was important for the experimental outcome; if phages were introduced from the beginning of biofilm growth, rather than 48 h after biofilm growth, then the extent of E. coli protection was all but eliminated (S2 Fig).

Our observations above suggested that in dual-species culture conditions, the majority of E. coli that survive phage introduction are the cell groups that have been overgrown and enveloped within the bottom layers of expanding, densely packed V. cholerae clusters. To test this idea quantitatively [16,63], we segmented and merged the cell volumes of E. coli and V. cholerae to calculate the joint neighborhood cell packing density for the 2 species throughout the imaged 3D space (Fig 1B). By visual inspection, regions in which E. coli survived contained a majority of V. cholerae and had relatively high cell packing (biovolume fraction >0.9), in comparison with other regions where E. coli tended to die of phage exposure and cell packing was lower (biovolume fraction = 0.3 to 0.6). We next measured the spatial association of V. cholerae with E. coli to see how this may change in the presence versus the absence of phage exposure. For this measurement, we segmented the E. coli population away from background, and then measured V. cholerae fluorescence in direct proximity within 2 μm of E. coli throughout all replicates with or without phages introduced. Compared to control experiments with no phages (Fig 1C), V. cholerae fluorescence was indeed significantly elevated in close proximity to E. coli after phage exposure, representing the surviving, protected portion of the E. coli population embedded within groups of V. cholerae. This protection effect could be replicated when introducing λ phages instead of T7 phages (S3 Fig), and in a parallel study, we show that the same effect occurs under predation by the bacterium B. bacteriovorus [64].

At the scale of the entire chamber community, E. coli showed higher survival rate in co-culture with V. cholerae than in monoculture on its own (Fig 1D). In absolute terms, the total population size of E. coli after phage exposure in co-culture with V. cholerae was not statistically different from the surviving population size after phage exposure in E. coli monoculture (Fig 1E). This result occurred because E. coli total abundance prior to phage introduction is lower in co-culture with V. cholerae, with which it is competing for space and nutrient resources, but due to embedding of many E. coli cells within V. cholerae clusters, their per-cell survival rate against phage exposure is substantially higher relative to a E. coli monoculture condition (Fig 1D). So, on short time scales after phage introduction (10 h), there is a significant increase in survival rate for E. coli growing in co-culture with V. cholerae, but not yet a significant difference in the absolute abundance of surviving E. coli relative to monoculture conditions. However, our experiments later in the paper demonstrate that on longer time scales (100+ h), the E. coli that survive phage exposure in co-culture within V. cholerae colonies maintain positive net growth and recover from the initial population decline, whereas the surviving E. coli cells from monoculture biofilms do not recover. Before elaborating on this point with longer time scale experiments detailed below, we first turn to the biofilm architectural mechanisms in co-culture biofilms of E. coli and V. cholerae that are responsible for the observations reported in Fig 1.

Protection within V. cholerae cell clusters depends on their packing structure

After demonstrating that E. coli cells have reduced exposure to phages when embedded in clusters of V. cholerae, we explored the biofilm architectural features needed for protection to occur. As we have found previously that the extent of V. cholerae cell–cell packing can influence transport of phages and bacteria through biofilms, our first hypothesis based on prior work was that the high-density cell packing of V. cholerae biofilms was important for this protection mechanism [11,16,41]. Our other hypothesis, not mutually exclusive, was that phages may be sequestered away from E. coli by irreversible attachment to the surface of V. cholerae cells in close proximity. To distinguish between these mechanisms, or to estimate their relative contribution to E. coli protection within V. cholerae clusters, we performed new experiments manipulating V. cholerae cell packing in co-culture with E. coli and assessing the degree of attachment and neutralization of T7 phages on the surface of V. cholerae.

To alter V. cholerae cell packing structure, we performed co-culture experiments similar to those in the previous section, but using a strain of V. cholerae (denoted ΔrbmA) with a clean deletion of the rbmA locus. This strain cannot produce the matrix protein RbmA, which is not essential for biofilm formation but is necessary for the tight cell packing that is characteristic of mature V. cholerae biofilms (S4 Fig) [44,47,65]. Biofilms without RbmA, in contrast with those of wild type (WT), can be invaded into their interior by planktonic competitor bacteria as well as predatory bacteria such as B. bacteriovorus [11,16]. If the high cell packing to which RbmA contributes is important to the protection of E. coli from phage exposure, we expect that in co-culture biofilms with V. cholerae ΔrbmA, E. coli will be more exposed to T7 phage predation and show different population dynamics relative to control co-cultures with WT V. cholerae.

We grew E. coli and V. cholerae ΔrbmA in biofilm co-culture, introduced T7 phages after 48 h as above, and found that the E. coli grown in the presence of V. cholerae ΔrbmA does not exhibit population recovery after phage introduction as it does in co-culture with V. cholerae WT (Fig 2A). This outcome suggests that E. coli does not gain protection from phage exposure amidst V. cholerae ΔrbmA, and that the cell packing architecture of V. cholerae WT is in fact important for this protection effect. If E. coli is protected within V. cholerae WT clusters, but not within ΔrbmA clusters, then in a triculture experiment of E. coli, V. cholerae ΔrbmA, and V. cholerae WT, we expect a statistical shift of E. coli spatial association toward WT V. cholerae after introducing phages as E. coli associated with ΔrbmA V. cholerae are more often killed. We performed this triculture experiment, measuring the average distance between E. coli and V. cholerae WT, and that between E. coli and V. cholerae ΔrbmA, before and after phage introduction. Without the addition of phages into the triculture condition, E. coli cells are just as likely to be associated with WT V. cholerae (median distance: 0.88 μm) as they are with ΔrbmA V. cholerae (median distance: 0.69 μm) (Fig 2B and 2C). When phages are introduced, the remaining E. coli were significantly closer to WT V. cholerae (median distance: 0.59 μm) than they were to ΔrbmA V. cholerae (median distance: 3.46 μm) (Fig 2B).

thumbnail
Fig 2. E. coli evasion of phages within V. cholerae biofilms depends on the high cell–cell packing produced by WT V. cholerae.

(A) E. coli biovolume over time in dual culture conditions with either V. cholerae WT or V. cholerae ΔrbmA (n = 7, n = 8, n = 3–6, n = 3–8 from top to bottom in legend). (B) Average distance between E. coli cells and either V. cholerae WT or ΔrbmA in a triculture condition with or without phage exposure (Wilcoxon paired comparison tests with n = 9). (C, D) Representative images from the triculture condition with E. coli (yellow), V. cholerae WT (purple), and V. cholerae ΔrbmA (cyan) (C) without phage exposure and (D) after phage exposure. (E) PFU recovered after incubation of starting T7 phage inoculum with either no bacteria, V. cholerae, E. coli WT, or E. coli ΔtrxA over a 60-min time course. E. coli ΔtrxA allows for T7 phage attachment and genome ejection, but not for phage replication. Each trajectory shows the data for 1 run of each treatment (n = 3 for each treatment, giving 3 traces per treatment). (F) The neighborhood biovolume fraction of the merged biovolumes of both V. cholerae genotypes and E. coli from panel (D). The data underlying this figure can be found in S1 Data. PFU, plaque-forming unit; WT, wild type.

https://doi.org/10.1371/journal.pbio.3001913.g002

The experiments above indicate that the packing architecture of V. cholerae WT biofilms is important for phage exposure protection of E. coli within them, as E. coli gains little if any protection from phage exposure in proximity to loosely packed V. cholerae ΔrbmA. These data do not exclude the possibility that this difference is due in part to sequestration of phages by attachment to V. cholerae cells, which could occur more often in WT clusters with higher density of available V. cholerae cell surface relative to clusters of the ΔrbmA strain. To help assess whether sequestration of phages by direct attachment to V. cholerae cell surface was important, we incubated V. cholerae, E. coli, and ΔtrxA E. coli with T7 phages in shaken liquid culture, tracking the ability to recover T7 phages every 5 min for 1 h (Fig 2E). In addition to a blank media control, the ΔtrxA E. coli strain was included because this strain can adsorb phages normally but undergoes abortive infection, preventing phage amplification [66]. As expected, with E. coli ΔtrxA incubation, T7 PFU recovery steadily decreased until saturation at 1 h. Incubated with T7-sensitive E. coli WT, T7 PFU recovery initially decreased as phage adsorption occurred, followed by a rapid increase as new phages were released. Another round of latency and amplification then occurred before the 1-h stop time. Incubated with V. cholerae, no change in T7 PFU recovery was observed, which was identical to the blank media control for the duration of the experiment. These data suggest that T7 phages are not sequestered by adsorption to the V. cholerae cell surface.

Though T7 phages do not appear to adhere to V. cholerae cell surface in planktonic culture, within biofilm cell clusters V. cholerae surface properties may differ, and they are also embedded in matrix polysaccharide and protein components. With this in mind, we also performed experiments with fluorescently labeled T7 phages in biofilm growth conditions to determine if T7 is sequestered to V. cholerae cell groups in this context. Labeled phages were introduced to V. cholerae and E. coli dual culture biofilms and tracked over time, and we found that they localize strongly to unprotected E. coli cells and not to V. cholerae (S5 Fig). When V. cholerae monoculture biofilms were grown in flow devices with labeled phages added continuously in the media, we saw no accumulation of phages along the outer surface of V. cholerae cell clusters (S6 Fig). We found occasional phages within V. cholerae cell groups along the basal glass substrata, but not in the rest of their interior volume (S6 Fig). As phages were added from the beginning of biofilm growth onward in this experiment, the results suggest that V. cholerae biofilm colonies expanded over the top of initially glass-attached phages, rather than phages diffusing through biofilms to the basal layer.

Taken all together, the data in the experiments above suggest that E. coli is unexposed to phages within WT V. cholerae biofilms due to their architectural features, with minimal if any sequestration of phages by direct adsorption to the surface of V. cholerae cells.

Cohabitation with V. cholerae alters E. coli matrix production

As noted in the first Results section, E. coli accumulates less quickly in co-culture with V. cholerae than it does on its own, owing to competition for limited space and resources. Previous work has shown that, in monoculture, E. coli biofilms can protect themselves against phages once they begin to produce curli matrix proteins, which interrupt phage binding on the single-cell scale and contribute to biofilm architecture that blocks phage diffusion on the collective cell scale [55]. Curli production does not usually start until several days after beginning E. coli biofilm growth in microfluidic culture conditions [55], and we wondered if growing together with V. cholerae in dual culture might delay or disrupt curli formation. We note again that in the experiments in previous sections, biofilms were cultivated for too short a time for E. coli to begin producing curli matrix even in monoculture conditions. Here, we explored whether co-culture with V. cholerae impacts curli production on longer time scales, when E. coli on its own would ordinarily be able to protect itself against phage exposure via curli production.

If curli production is reduced or disrupted by growth with V. cholerae as a competitor, we would expect no difference in phage exposure survival between E. coli WT and a strain lacking curli matrix in co-culture with V. cholerae. To explore this possibility, E. coli WT and an isogenic curli null deletion strain (denoted ΔcsgA) were grown either on their own or in co-culture with V. cholerae for 96 h. This cultivation period is twice as long as is normally required for monoculture E. coli WT biofilms to produce curli and block phage diffusion. Biofilms were imaged at 96 h, exposed to phages at 104 per μL under 0.1 μL/min flow for 16 h, and then imaged again to document population sizes of WT and ΔcsgA before and after phage introduction. As expected, the E. coli WT monoculture biofilms had the highest level of survival, with some replicates showing net increases in population size after the 16-h phage treatment. E. coli ΔcsgA monoculture biofilms, lacking any protection mechanism against phage exposure, had the lowest level of survival. In contrast, when in co-culture with V. cholerae, E. coli WT and ΔcsgA (Fig 3A) showed no substantial difference in survival to phage exposure (pairwise test not significant with Bonferroni correction), suggesting that curli production is no longer necessary for T7 exposure protection for WT E. coli in this context.

thumbnail
Fig 3. E. coli biofilms’ normal production of curli matrix protein is interrupted in co-culture with V. cholerae to the extent that phage protection is no longer provided by E. coli biofilm matrix.

(A) E. coli biovolume normalized to biovolume prior to phage introduction in dual culture and monoculture conditions for both E. coli WT and E. coli ΔcsgA (Mann–Whitney U tests with n = 7, n = 12). (B) Total E. coli biovolume with and without phage treatments at equivalent time points (Mann–Whitney U tests with n = 12). In these experiments, in contrast with Fig 1E, biofilms were grown for longer periods before phage addition such that E. coli WT on its own could produce protective curli matrix prior to phage addition. (C) Frequency distribution of csgBAC transcriptional reporter fluorescence around E. coli in monoculture and dual culture conditions. (D) Frequency distribution of curli immunofluorescence intensity in proximity to E. coli in monoculture and dual culture conditions. (E) Dual culture conditions of E. coli (yellow) and V. cholerae (purple) before phage exposure (top) and after 16 h of continuous phage exposure (bottom). (F) Monoculture conditions of E. coli before phage exposure (top) and after phage exposure (bottom). The data underlying this figure can be found in S1 Data.

https://doi.org/10.1371/journal.pbio.3001913.g003

To assess why curli-based phage protection was no longer operating for E. coli even in co-culture biofilms that had grown over 96 h, we repeated the experiments above with an E. coli WT strain harboring reporter fusions for monitoring csgBAC transcription and curli protein production. The transcriptional reporter was made previously by introducing mKate2 in single copy on the chromosome within the csgBAC operon encoding 2 subunits of curli fiber protein (CsgB baseplate and CsgA primary curli monomer) and CsgC, which inhibits improper aggregation of CsgA monomers [55]. The protein production reporter was also made previously by introducing a 6x-His fusion tag to csgA, which allowed for in situ immunostaining of curli fibers produced by E. coli during growth in monoculture and co-culture with V. cholerae. As noted previously, the total population size of E. coli in biofilms with V. cholerae is lower than that found in monoculture (Fig 3B and 3E and 3F). On a per cell basis over the entire chambers, csgBAC transcription and curli immunostaining were significantly higher for E. coli growing alone versus E. coli growing in co-culture with V. cholerae (Fig 3C and 3D). These patterns manifested at the scale of the whole chamber; on a smaller spatial scale, E. coli distance from V. cholerae in co-culture was not correlated with curli production (S7 Fig).

Overall, these results suggest that E. coli curli production is substantially reduced when growing together with V. cholerae. It is not clear exactly why this is the case, but we speculate here that co-culture with V. cholerae alters one or a combination of nutrient availability, microenvironment osmolarity, and envelope stress experienced by E. coli, all of which influence the regulation of curli production [52]. The reduction in curli production may in turn contribute to the loss of curli-based protection against T7 phages even after long incubation periods over which E. coli normally develops curli-based phage protection on its own in monoculture. Together with the previous section, our experiments here also indicate that while E. coli has a lower ability to protect itself via curli matrix production when in co-culture, it can avoid phage exposure altogether when it been overgrown by and embedded within V. cholerae colonies.

Ecological consequences of joint interspecific competition and phage exposure

Our results thus far suggest complex ecological dynamics in which E. coli suffers a fitness reduction in spatial competition with V. cholerae, but on the other hand, E. coli gains a protective fitness benefit against phage exposure when embedded in the highly packed biofilm cell clusters that V. cholerae produces. It is still not clear, though, whether this protection is lasting under prolonged phage exposure, or whether E. coli remains viable within V. cholerae clusters despite being packed into their bottom-most cell layers. To characterize these population dynamics more thoroughly, we performed new experiments in which E. coli and V. cholerae were inoculated alone or together and grown for 48 h, followed by either continuous phage exposure or no phage exposure for an additional 96 h (Fig 4). Note that this experimental regime is such that even in monoculture, E. coli will not have produced sufficient curli to block phage diffusion at the onset of phage influx into the biofilm chambers [55].

thumbnail
Fig 4. Population dynamics of E. coli (yellow) and V. cholerae (purple) in monoculture and dual culture conditions, where biofilms grew for 48 h prior to phage exposure, and phage exposure was applied continuously for 96 h thereafter.

(A, B) Representative images from time course imaging of (A) E. coli monoculture and (B) co-culture with V. cholerae. (C, D) Magnification of E. coli phage infection (reporting in cyan/white) within a cluster embedded in a larger colony of V. cholerae at (C) 96 h and (D) 120 h. Expanded fields of view in (C) and (D) are denoted by checked white boxes in panel B. (E) E. coli population dynamics in monoculture and in co-culture with V. cholerae, with and without T7 phage exposure from 48 h onward (n = 7, n = 8, n = 6–7, n = 6–8 from top to bottom in the legend). Note that the data in the gray circles and squares through 120 h are repeated from the gray data in Fig 2A. (F) V. cholerae population dynamics in monoculture and in co-culture with E. coli, with and without T7 phage exposure from 48 h onward (n = 4, n = 4, n = 4–8, n = 4–8 from top to bottom in the legend). The data underlying this figure can be found in S1 Data.

https://doi.org/10.1371/journal.pbio.3001913.g004

The population dynamics of E. coli and V. cholerae without T7 phage addition confirm our earlier suggestion that this interaction is competitive by default; E. coli population size is reduced in co-culture relative to when growing on its own (Fig 4E; yellow versus gray square trajectories). V. cholerae total productivity is also reduced in co-culture with E. coli relative to when growing on its own (Fig 4F), though overall it outcompetes E. coli by a substantial margin (S8 Fig). This result was driven by V. cholerae biofilm clusters expanding more rapidly and robustly in lateral and vertical space, displacing some neighboring E. coli and overgrowing other E. coli cell groups along the glass surface (Fig 4B). Under prolonged phage exposure, however, these same enveloped clusters remain mostly protected from phage killing. We did observe occasional E. coli deaths within trapped clusters, shown via the T7 infection reporter (Fig 4C and 4D), but overall, the E. coli cell groups maintained positive net growth and expanded laterally as the overlaid V. cholerae biofilms expanded as well (Fig 4E). Based on our earlier experiments, we suspect that progeny phages released from these occasional infection events within protected clusters were mostly trapped in place, and a sufficient impedance to phage diffusion allows for long-term survival of phage-susceptible hosts in close proximity [55,6769]. Though we have linked V. cholerae cell packing to this phage diffusion limitation, the exact biophysical explanation for limited phage diffusion is an important future question. We speculate here that high density packing of V. cholerae, combined with the biochemical properties of its matrix and sequestration of phages to trapped debris from lysed E. coli, all contribute to the strongly impeded diffusion of T7 phages from initial sites of infection and amplification.

Given that monoculture E. coli biofilms have a lower cell packing density than V. cholerae biofilms (S9 Fig), and that the inclusions of E. coli within the V. cholerae biofilms continue expanding through time, we were curious to see if E. coli cell groups trapped within V. cholerae biofilms interrupted their highly packed structure. We assessed this question by calculating their 2 species’ joint neighborhood cell packing, finding it to be stable over time and indistinguishable from what V. cholerae produces on its own. This suggests that the V. cholerae biofilm architecture, once it has been initiated by V. cholerae cells growing together, can drive cell groups of other species trapped within them into high packing orientations that do not disrupt the overall structure (S9 Fig) [40,43,70,71]. As we explored in a parallel study on B. bacteriovorus predation in dual species biofilms, co-culture with E. coli only disrupts V. cholerae architecture when cells of both species begin dividing directly adjacent to each other from the outset of biofilm growth [64].

From an ecological point of view, the net result of these architectural details is that if phage exposure occurs before E. coli is able to produce protective curli matrix, E. coli has higher absolute fitness in co-culture with V. cholerae—with which it is otherwise competing—than it does on its own (Fig 4E, yellow versus gray circles). The same process by which E. coli is overgrown and enveloped by expanding V. cholerae biofilms, which in the absence of phages reduces E. coli population growth relative to monoculture, protects E. coli from near total population collapse when phages are present. Since V. cholerae still has somewhat reduced absolute fitness in co-culture with E. coli compared to monoculture (regardless of phage addition: Figs 4F and S8), this interaction can be characterized as E. coli parasitizing or exploiting V. cholerae biofilm structure and gaining some protection at their expense in the presence of E. coli-targeting phages.

Discussion

How cell group architecture in biofilms influences bacterial community dynamics, and vice versa, are important questions in microbial ecology that will benefit from recent advances in live microscopy and image analysis [22,63,7274]. Here, we have explored the spatial population dynamics of E. coli cohabiting biofilms with V. cholerae, asking in particular how this dual species system influences the interaction between E. coli and the lytic phage T7. E. coli biofilms can self-protect against T7 phage exposure by producing curli matrix, but before producing curli, E. coli biofilms are highly vulnerable to phages [55]. When otherwise E. coli populations would collapse due to T7-mediated killing, they benefit from biofilm co-habitation with V. cholerae. This occurs because pockets of E. coli are overgrown and enveloped within densely packed, laterally expanding V. cholerae cell clusters whose structure greatly reduces phage diffusion. We identified the packing structure of V. cholerae biofilms as essential to T7 phage blocking, as has been implied previously for Vibrio phages as well [41]. There are likely other contributions toward phage blocking from the electrostatic and hydrophobicity properties of V. cholerae biofilm matrix [75], which are notable questions for future work. We demonstrated that E. coli matrix production is altered in longer term biofilm co-culture with V. cholerae, with which, by default, E. coli competes for space and resources. Interestingly, with phages introduced to the system, this relationship becomes parasitic/exploitative on the part of E. coli, which gains protection from phage exposure while taking up space that V. cholerae could ordinarily occupy within the highly packed cell groups that it produces. These observations emphasize the importance of carefully observing the distinctions between single and multispecies biofilm architectural development, which in turn impact how phage–bacteria infection dynamics occur in multispecies contexts. The molecular mechanisms underlying differences between single species and multispecies biofilm architectures remain underexplored, as do the implications for biofilm ecology and microbial community ecology more generally.

Prior literature has documented that co-habiting biofilms with other microbial species can render bacteria more, less, or equally susceptible to phage attack in comparison to when growing in single species conditions under phage exposure [31]. Our experiments here document that all of these outcomes can occur within the same system occupying less than 1 mm2, depending on the detailed biofilm architecture of the 2 species and the timing of biofilm growth before exposure to phages. For example, in biofilms grown for less time that E. coli needs to produce curli matrix and protect itself from phages, co-culture with V. cholerae leads to increased phage protection in locations where E. coli becomes overgrown and embedded within V. cholerae clusters. But there is no change in vulnerability in locations where E. coli grows in clusters just outside the periphery of tightly packed V. cholerae groups, which may be directly adjacent to locations inside the V. cholerae groups where E. coli is protected (Fig 1). On the other hand, in biofilms grown for longer periods over which E. coli would normally protect itself via curli production on its own, co-culture with V. cholerae leads to reduced curli production and reduced protection from phage exposure for any E. coli not embedded in V. cholerae cell clusters (Fig 3).

Our work provides a biofilm-specific context directly connected to the idea of phage protection via spatial refuges that has been explored in the phage ecology literature [68,69,7680]. Such refuges, even when transient, can be sufficient to support coexistence between phages and susceptible host bacteria [62,81]. Our work adds mechanistic insight into how spatial refuge-based phage protection can depend on the nuances of biofilm architecture, which in turn are distinct in multispecies versus mono-species contexts. Another important implication of our results is that the relative frequencies of different species and their initial surface colonization densities can cascade into differences in distribution of, for example, mixed-species versus mono-species biofilm architecture, which in turn can strongly influence the survival of susceptible bacteria to phage exposure. Phage exposure can then systematically shift the community architectural composition—for example, in our case, by eliminating any cell groups of E. coli that are not embedded within highly packed biofilm clusters of V. cholerae [79].

The data presented here provide a proof of principle that multispecies biofilm structure can provide protection to otherwise phage-susceptible bacteria, and that this protection depends on the cellular resolution details of biofilm architecture. There are important caveats, however. Though V. cholerae and E. coli can be found in the same environmental locations in proximity to human populations, they are not necessarily frequent biofilm co-habitants in nature. Our microfluidic flow conditions, though they capture some essential environmental features of biofilm growth for many species, are simplified relative to the diverse natural settings in which surface adherence and matrix production occur. In future work, it will be vital to explore systems with increased ecological realism in terms of species composition and environmental topography while sacrificing minimal tractability for live imaging. This pursuit will also be important for determining how E. coli biofilm architecture, including curli production and its contribution to phage protection, depends on environmental conditions and co-habiting community members in habitats with as much realistic detail as possible.

With these limitations in mind, we take note of 2 core observations here, namely that (1) E. coli embedded in V. cholerae biofilm cell groups can avoid and survive phage exposure where otherwise they would be exposed and killed, and that (2) this phage protection can be eliminated by the deletion of a single matrix gene that loosens the packing architecture of V. cholerae. Taken together, these observations strongly suggest that the extent to which multispecies biofilm architecture influences phage–bacteria population and evolutionary dynamics in nature will depend on the particular species involved in the microbial community in question, their respective biofilm architectures in mono-species and multispecies contexts, and the dependence of these architectures on local environmental conditions. Our study thus emphasizes that it is crucial to examine more examples of biofilm communities and the dynamics of phage–bacteria encounters within them using high-resolution live imaging techniques. We expect that studying other systems of multi-host, multi-phage composition at this level of spatial detail will reveal similarly complex connections between community ecology, the nuances of cell group architecture, and the time scales of biofilm growth versus phage exposure. This future work will be important not only for understanding fundamental microbial natural history, but also for defining the contingencies under which phage applications for antimicrobial therapy might be hindered by the presence of nontarget species cohabiting with biofilm-producing pathogens.

How spatial constraints influence community ecology has gained momentum as an important frontier in microbiology research as we try to relate the massive amount of sequencing data on community composition to the cellular scale processes of multispecies interaction [21,22,8284]. This study examines what is possible when 2 species that construct biofilms with different combinations of cell growth pattern and matrix composition interact together under phage exposure for one of the bacterial biofilm inhabitants. Future work will benefit from ever increasing realism in the species composition and environmental features with which the many elements of phage ecology within biofilms can be explored.

Methods

Strains

All V. cholerae strains used in this study are strain N16961 (serogroup O1 El Tor) and derivatives (Table 1). The fluorescent protein expression construct insertions and ΔrbmA deletion mutants were made here and previously using standard allelic exchange [41,85]. E. coli strains are all AR3110 and its derivatives. AR3110 was derived from the K-12 strain W3110, for which cellulose production is disrupted by a polar stop codon mutation in bcsQ. This stop codon was corrected in AR3110 to yield a strain that produces the full complement of E. coli biofilm matrix components including cellulose and curli protein [48]. Like other K-12 derivatives, the E. coli AR3110 parental strain lacks O-antigen and is susceptible to T7 phages. AR3110 derivatives were produced via lambda red recombination or through allelic exchange. Briefly, primers encoding regions of homology to the host genome were used to amplify fluorescent protein expression constructs fused by SOE PCR to KanR or CmR resistance cassettes. These PCR products were used to knock in the fluorescent marker and selected for with the respective resistance cassette [55,59]. Recombinant T7 phages were created previously using T7select415-1 phage display system [55]. Recombinant λ phages were generously provided by Lanying Zeng’s group, which created them by infecting λDam cI857 bor::KanR phages on LE392 (permissive host) with plasmid pBR322-λD-mTurquoise2/mNeongreen-E for recombination, and further selection for fluorescent plaques [86].

thumbnail
Table 1. Bacterial strains and reagents used in this study.

https://doi.org/10.1371/journal.pbio.3001913.t001

Microfluidic flow device fabrication

Microfluidic chambers are produced by casting poly-dimethysiloxane (PDMS; Dow Chemical Company, SYLGARD 184, cat. # 04019862) onto preexisting chamber molds (a diagram of the chamber design used in this study is provided in S10 Fig). The resulting PDMS blocks were cut to size, hole-punched for inlet and outlet channels, and then bonded to #1.5 glass coverslips using plasma cleaning preparation of the PDMS and glass coverslips (Azer Scientific, cat. # 1152260). Between the inlet and outlet port areas, the internal space of the chambers in which biofilms were cultivated measured 5,000 μm × 500 μm × 70 μm (LxWxH). Segments of inlet tubing (Cole Parmer PTFE #30, cat. # 06417–11) attached to 27Gx1/2 needles (BD Precision, cat. # 305109) on 1 mL syringes (Brandzig, cat. #CMD2583) were plumbed into chamber inlets, and the syringes were driven by Harvard Apparatus Pico Plus Elite syringe pumps (Harvard Apparatus, cat. # 70–4506). Tubing from chamber outlet channels was fed to effluent collection dishes.

Biofilm culture conditions

Overnight cultures of V. cholerae and E. coli were inoculated into the microfluidic chambers at a ratio of 2:1. To achieve comparable amounts of biofilm growth in the ΔrbmA V. cholerae, WT V. cholerae, and E. coli triculture experiments, chambers were inoculated with a ratio of 6:3:1, respectively. After a 45-min incubation period without flow to allow for surface attachment, M9 minimal media with 0.5% glucose continuously flowed into the chamber at a rate of 0.1 μL/min. For experiments with longer term incubation to promote curli production by E. coli prior to phage introduction, and to discourage biofilm overgrowth of the chamber, chambers were incubated with M9 minimal media with 0.25% glucose.

For the immunostaining of curli, a new AR3110 strain harboring a translational 6xHis tag fused to csgA, which encodes the monomer for curli production, was stained with Anti-6X His Epitope Tag (Rabbit) antibody conjugated to Dylight 405 (Rockland Immunochemicals, cat. # 600-446-382) added to the media at a concentration of 0.1 μg/mL for the entirety of the experiment. Prior work has shown that addition of the 6xHis tag to CsgA does not interrupt its function by any measures tested [55]. For experiments investigating the effects of phage exposure, pairwise comparisons were made between flow devices of equal age that had phages added or did not have phages added, as the control for these experiments was the dynamics of co-culture growth without the presence of phage. For experiments investigating the disruption of curli matrix production, comparisons were made between flow devices before they experience phage exposure and after they experience phage exposure, as the control for these experiments were E. coli monoculture biofilms surviving exposure from phages. All experiments were carried out at room temperature.

Phage propagation, staining, and introduction to biofilms

T7 phages were produced by growing sensitive E. coli to OD600 = 0.4 in M9 minimal media with 0.5% glucose, before adding an aliquot of T7 phage and incubating until the bacterial cultures were cleared. Phages were quantified using standard plaquing techniques and back diluted to 104/μL in M9 with 0.5% glucose. To visualize phage infection, we used a previously constructed T7 strain that induces sfGFP production by the host prior to lysis; to visualize phages directly, we stained T7 phages with Alexa Fluor 633 NHS Ester (Thermo Fisher Scientific, cat. # A20005) using the Phage on Tap protocol [87]. For experiments in which capsid-labeled phages were introduced to biofilms, the biofilms were grown for 48 h as described above, followed by continuous labeled phage addition at 5 × 106/μL for the remainder of the experiment. λ phages were produced by growing lysogenic E. coli to an OD600 = 0.2 in M9 minimal media with 0.5% glucose, then heat shocked at 42°C for 20 min, and then incubated at 37°C until visible lysis occurred. For experiments with short phage exposure, phages were continuously introduced for 16 h. For experiments with extended phage exposure (Fig 4), phages were continuously added for 96 h. For the nascent biofilm phage exposures, phages were introduced into the chamber immediately following the initial attachment step. For the labeled phage time lapse, phages were added for a total of 20 h.

Biofilm dispersal and detection of de novo T7-resistance mutants from biofilm culture

V. cholerae and E. coli dual culture biofilms grown for 48 h and then treated with phages for 16 h were dispersed by removing the tubing from the microfluidic device and vigorously pipetting 100 μL of M9 media and air bubbles back and forth between the inlet and outlet ports. This was done to ensure maximal removal of all cells in the chamber in order to capture accurate measurements of total E. coli and de novo T7-resistant E. coli. To determine cell viability and phage sensitivity, this 100 μL volume containing dispersed biofilm cells was serially diluted and plated on LB+50 μg/mL kanamycin plates for total E. coli counts and, in parallel, on LB+50 μg/mL kanamycin plates saturated with T7 phages to determine de novo T7-resistant counts. Kanamycin was added to selectively plate for E. coli and kill V. cholerae, as all E. coli strains carried a kanamycin resistance cassette on the chromosome from insertion of their constitutive fluorescent protein production constructs [55].

Dual liquid culture phage assay

Approximately 5 mL liquid dual cultures of room temperature M9 minimal media with 0.5% glucose were inoculated 2:1 with V. cholerae and E. coli each normalized to OD600 = 0.15. A total of 5 μL samples of these dual cultures were taken at regular time intervals, serially diluted, and plated onto LB+50 μg/mL kanamycin plates to obtain the CFU count for E. coli. At an OD600 measurement of 1.5 (15 h), 6.5 × 107 T7 phages were introduced to the dual cultures, as this is the estimated MOI for phages introduced in the biofilm condition. Note that MOI (multiplicity of infection) estimation is less straightforward in biofilm culture, as many phages introduced by flow do not contact host cells and pass out of the chambers in the liquid effluent.

Phage adsorption assay

Bacterial cultures of E. coli, E. coli ΔtrxA, and V. cholerae were grown and back-diluted to an OD600 = 0.5 in LB medium. T7 phages were added to a final concentration of 5 × 104 phages per μL. Cultures were incubated at 37°C on an orbital shaking platform, and 500 μL aliquots were taken every 5 min, passed through a 0.2-μm filter, and stored on ice until the end of the experiment. The filtration step served to exclude any bacterial cells, and any phages that were attached to them, allowing us to measure free phages remaining in the liquid medium. Flow-through samples were then serially diluted and plated for PFUs.

Microscopy and image analysis

All imaging was performed using a Zeiss 880 line-scanning confocal microscope, using a 40x/1.2 N.A. water objective or a 10x/.4 N.A. water objective. The 6xHis Tag Antibody Dylight 405 that was used to stain 6xHis-tagged curli polymers was excited with a 405 laser line. The mTFP protein that V. cholerae produces in experiments investigating curli transcription was excited with the 458 laser line. The sfGFP protein produced by the T7 infection reporter construct and the mNeonGreen capsid label of the λ phages were both excited (in separate experiments) with a 488 laser line. The mKO-κ protein that V. cholerae expresses constitutively and by E. coli that reports csgBAC transcription was excited with a 543 laser line (in separate experiments). The mKate2 protein that E. coli expresses constitutively and upon csgBAC transcription, and the mRuby2 protein that ΔcsgA E. coli constitutively expresses was excited with a 594 laser line (in separate experiments). The Alexa Fluor 633 conjugated onto the capsid of labeled T7 phage virions was excited with a 633 laser line. For each chamber in each experiment, multiple independent locations were chosen within each biofilm chamber and averaged to give 1 measurement for a given chamber in the case of whole-biofilm measurements. Prior to export, images were processed by constrained iterative deconvolution in ZEN blue.

Replication, quantification, and statistics

Replication is reported for each experiment individually in the legends of all of the figures. The reported n for each figure panel refers to biological replicates. One biological replicate was defined as the averaged outcome for measurements across a single microfluidic flow chamber inoculated from independent overnight culture preparations. Biological replicates for the core biofilm microscopy experiments in the study were performed across 2 to 3 weeks with independent microfluidic chambers. Technical replicates were separate z-stacks captured at randomized locations throughout a given flow chamber; measurements from these technical replicates were averaged to calculate the value for the biological replicate corresponding to that flow chamber. All biofilm image quantification was performed within the BiofilmQ framework [63]. For 3D grid-based measurements detailing microscale architecture, segmented microbial volumes were divided into a 3D grid with each node 0.8 μm on a side. Joint neighborhood cell packing measurements merged the biovolume of all bacteria within a sample and calculated the local biovolume fraction within 6 μm of each segmented bacterial volume within each grid cube [16]. For experiments using λ phages, infection was measured by calculating a Mander’s overlap coefficient between E. coli cells and λ phages. Mann–Whitney U tests with the Bonferroni correction were used for pairwise comparisons. We chose nonparametric comparison tests because they are relatively conservative and because the assumptions required for parametric tests could not consistently be assessed for our data.

Supporting information

S1 Movie. A time lapse of a dual culture biofilm of E. coli (yellow) and V. cholerae (purple), undergoing T7 phage exposure (infected E. coli cells reporting in cyan/white).

The dual species biofilm was grown for 48 h prior to continuous phage introduction for the next 16 h. The video begins immediately after the start of phage introduction, and the elapsed time since phage introduction is indicated at the bottom of each frame. This is the full image sequence from which the representative images were taken for Fig 1A of the main text.

https://doi.org/10.1371/journal.pbio.3001913.s001

(MP4)

S1 Data. This compressed directory contains Excel files with raw numerical data contributing to the main text and SI Figures as noted in the respective figure legends.

https://doi.org/10.1371/journal.pbio.3001913.s002

(ZIP)

S1 Fig. E. coli cells can survive T7 phage exposure within multispecies biofilms in the absence of de novo phage resistance evolution.

(A) A co-culture biofilm of V. cholerae (purple) and E. coli (yellow) after 16 h of continuous phage exposure. (B) The same microcolony as (A) after heavy disturbance to clear E. coli cells out of the chambers to test for phage resistance. (C) E. coli CFU recovered from co-coculture flow devices when plated without T7 phages (for total counts) or plates saturated with T7 phages (for de novo T7-resistant mutants) (n = 4). (D) E. coli CFU in liquid culture with V. cholerae over time with and without the addition of phages. The addition of V. cholerae in shaken liquid culture did not confer protection against phage exposure (n = 3). The data underlying this figure can be found in S1 Data.

https://doi.org/10.1371/journal.pbio.3001913.s003

(PDF)

S2 Fig. E. coli (yellow) does not gain phage exposure protection in co-culture with V. cholerae (purple) if phages are added to the culture from the beginning of biofilm growth.

(A, B) We surveyed biofilms extensively to see if E. coli ever survived when phages were added from the beginning of biofilm growth. Sporadic E. coli that had survived phage exposure could be found, but only very rarely. The image in panel (A) is one of only 3 instances out of hundreds of images in which any E. coli were found. (C) E. coli total abundance over time when phages are added continuously from the beginning of biofilm growth either in monoculture or with V. cholerae (n = 6–12). The data underlying this figure can be found in S1 Data.

https://doi.org/10.1371/journal.pbio.3001913.s004

(PDF)

S3 Fig. E. coli cells can evade exposure to λ phages when embedded in V. cholerae cell groups in the same manner as observed for T7 phage exposure.

(A) 3D rendering of V. cholerae (purple), E. coli (yellow), and E. coli with λ phages attached to their cell surface (red). (B) Quantification of E. coli and λ phage overlap in a top-down view of the biofilm rendered in panel A. E. coli clusters within V. cholerae biofilms generally evade λ phages, as seen with T7 phages. (C) Frequency of phage infection, measured by Mander’s overlap coefficient between E. coli and λ phage fluorescent signal, as a function of the V. cholerae fluorescence shell in proximity to E. coli. The data underlying this figure can be found in S1 Data.

https://doi.org/10.1371/journal.pbio.3001913.s005

(PDF)

S4 Fig. Quantification of cell packing for WT V. cholerae (purple) and ΔrbmA V. cholerae (cyan) in co-culture with E. coli (yellow).

(A) Representative image of a triculture condition of ΔrbmA V. cholerae, V. cholerae, and E. coli. (B) The neighborhood biovolume fraction of the merged biovolumes of both V. cholerae genotypes and E. coli from (A). The data underlying this figure can be found in S1 Data.

https://doi.org/10.1371/journal.pbio.3001913.s006

(PDF)

S5 Fig. Co-culture biofilms exposed to dye-conjugated T7 phages (cyan) show minimal association of phages to V. cholerae cell groups (purple) and high T7 localization to E. coli (yellow).

https://doi.org/10.1371/journal.pbio.3001913.s007

(PDF)

S6 Fig. T7 phages do not generally enter the interior or accumulate on the outer periphery of V. cholerae biofilms.

V. cholerae biofilms (purple) grown while dye-conjugated T7 phages (cyan) were continously added into the flow devices from the beginning of biofilm growth for 96 h. (A–D) Representative image slices taken from a biofilm (A) 1.54 μm, (B) 2.70 μm, (C) 4.25 μm, and (D) 13.90 μm above the glass, respectively. The restriction of phages to the bottom layer of the V. cholerae biofilm most likely indicates that these phages initially attached to the underlying glass surface and were overgrown by the expanding V. cholerae cell group as it expanded from its initial position of attachment.

https://doi.org/10.1371/journal.pbio.3001913.s008

(PDF)

S7 Fig. Within co-culture flow devices, E. coli cells exhibit similar levels csgBAC transcription independently of their distance from V. cholerae.

(A) csgBAC transcription as a function of distance of E. coli cells from the nearest V. cholerae. The data underlying this figure can be found in S1 Data.

https://doi.org/10.1371/journal.pbio.3001913.s009

(PDF)

S8 Fig. E. coli and V. cholerae compete for space and nutrients with E. coli falling to a steady-state frequency of 2%–5% from a range of different starting frequencies.

(A) E. coli frequency in biofilm co-culture with V. cholerae, with and without the introduction of phages (n = 4). (B) V. cholerae absolute abundance in monoculture and in co-culture with E. coli after 120 h of biofilm growth (Mann–Whitney U test with n = 8, n = 16). The data underlying this figure can be found in S1 Data.

https://doi.org/10.1371/journal.pbio.3001913.s010

(PDF)

S9 Fig. Vibrio cholerae biofilm architecture is maintained through time even as E. coli inclusions continue to grow and expand.

(A) Heatmaps of the merged neighborhood biovolume fraction for both cell types over the time course experiment shown in (B). (B) Time course of a dual culture biofilm of V. cholerae (purple) and E. coli (yellow), with phages being introduced into this system from 48 h onward. (C) Time course of a monoculture biofilm of E. coli, with phages introduced from 48 h onward. (D) Heatmaps of the merged neighborhood biovolume fraction for the time course shown in (D). The data underlying this figure can be found in S1 Data.

https://doi.org/10.1371/journal.pbio.3001913.s011

(PDF)

S10 Fig. A diagram of the microfluidic device chamber design used for biofilm growth experiments in this study.

This example contains 4 parallel chambers, each with an inlet and an outlet port for connection to fluid inlet/outlet tubing. Technical replicate image stacks were taken from within the straight rectangular section between the rounded inlet and outlet ports of a chamber. The thinner, continuous channel surrounding the 4 separated chambers was connected to a wall vacuum line to apply negative pressure; this method discourages the introduction of air bubbles into the liquid-filled portions of the flow chambers.

https://doi.org/10.1371/journal.pbio.3001913.s012

(PDF)

Acknowledgments

We are grateful to William Harcombe, Mary Lou Guerinot, and Alexandre Persat for feedback on earlier versions of this manuscript, and to members of the Nadell Lab and microbiology community at Dartmouth for feedback on the project. We are very grateful as well to Lanying Zeng for providing phage λD-mNeongreen cI857-mKate2 used for S3 Fig.

References

  1. 1. Couzin ID, Krause J, James R, Ruxton GD, Franks NR. Collective Memory and Spatial Sorting in Animal Groups. J Theor Biol. 2002 Sep 7;218(1):1–11. pmid:12297066
  2. 2. Krause J, Ruxton GD. Living in Groups. OUP Oxford; 2002. p 228.
  3. 3. Seneviratne CJ, Zhang CF, Samaranayake LP. Dental plaque biofilm in oral health and disease. Chin J Dent Res Off J Sci Sect Chin Stomatol Assoc CSA. 2011;14(2):87–94. pmid:22319749
  4. 4. Bjarnsholt T. The role of bacterial biofilms in chronic infections. APMIS Suppl. 2013 May;(136):1–51. pmid:23635385
  5. 5. Passow U, Ziervogel K, Asper V, Diercks A. Marine snow formation in the aftermath of the Deepwater Horizon oil spill in the Gulf of Mexico. Environ Res Lett. 2012 Jul;7(3):035301.
  6. 6. Miranda AF, Ramkumar N, Andriotis C, Höltkemeier T, Yasmin A, Rochfort S, et al. Applications of microalgal biofilms for wastewater treatment and bioenergy production. Biotechnol Biofuels. 2017 May 10;10(1):120. pmid:28491136
  7. 7. Flemming HC, Wingender J, Szewzyk U, Steinberg P, Rice SA, Kjelleberg S. Biofilms: an emergent form of bacterial life. Nat Rev Microbiol. 2016 Sep;14(9):563–75. pmid:27510863
  8. 8. Flemming HC, Wingender J. The biofilm matrix. Nat Rev Microbiol. 2010 Sep;8(9):623–33. pmid:20676145
  9. 9. Nadell CD, Xavier JB, Foster KR. The sociobiology of biofilms. FEMS Microbiol Rev. 2009 Jan;33(1):206–24. pmid:19067751
  10. 10. Katharios-Lanwermeyer S O’Toole GA. Biofilm Maintenance as an Active Process: Evidence that Biofilms Work Hard to Stay Put. J Bacteriol. 2022 Mar 21;204(4):e00587–21.
  11. 11. Nadell CD, Drescher K, Wingreen NS, Bassler BL. Extracellular matrix structure governs invasion resistance in bacterial biofilms. ISME J. 2015 Aug;9(8):1700–9. pmid:25603396
  12. 12. Hibbing ME, Fuqua C, Parsek MR, Peterson SB. Bacterial competition: surviving and thriving in the microbial jungle. Nat Rev Microbiol. 2010 Jan;8(1):15–25. pmid:19946288
  13. 13. Stewart PS. Mechanisms of antibiotic resistance in bacterial biofilms. Int J Med Microbiol IJMM. 2002 Jul;292(2):107–13. pmid:12195733
  14. 14. Hansen MF, Svenningsen SL, Røder HL, Middelboe M, Burmølle M. Big Impact of the Tiny: Bacteriophage-Bacteria Interactions in Biofilms. Trends Microbiol. 2019 Sep;27(9):739–52. pmid:31128928
  15. 15. Pires DP, Melo LDR, Azeredo J. Understanding the Complex Phage-Host Interactions in Biofilm Communities. Annu Rev Virol. 2021 Sep 29;8(1):73–94. pmid:34186004
  16. 16. Wucher BR, Elsayed M, Adelman JS, Kadouri DE, Nadell CD. Bacterial predation transforms the landscape and community assembly of biofilms. Curr Biol. 2021 Jun 21;31(12):2643–2651.e3. pmid:33826904
  17. 17. Kadouri D, O’Toole GA. Susceptibility of biofilms to Bdellovibrio bacteriovorus attack. Appl Environ Microbiol. 2005 Jul;71(7):4044–51. pmid:16000819
  18. 18. Mookherjee A, Jurkevitch E. Interactions between Bdellovibrio and like organisms and bacteria in biofilms: beyond predator–prey dynamics. Environ Microbiol. 2022;24(3):998–1011. pmid:34816563
  19. 19. Dar SA, Kuenen JG, Muyzer G. Nested PCR-Denaturing Gradient Gel Electrophoresis Approach To Determine the Diversity of Sulfate-Reducing Bacteria in Complex Microbial Communities. Appl Environ Microbiol. 2005 May;71(5):2325–30. pmid:15870318
  20. 20. Elias S, Banin E. Multi-species biofilms: living with friendly neighbors. FEMS Microbiol Rev. 2012 Sep 1;36(5):990–1004. pmid:22229800
  21. 21. Borisy GG, Valm AM. Spatial scale in analysis of the dental plaque microbiome. Periodontol 2000. 2021;86(1):97–112. pmid:33690940
  22. 22. Stacy A, McNally L, Darch SE, Brown SP, Whiteley M. The biogeography of polymicrobial infection. Nat Rev Microbiol. 2016 Feb;14(2):93–105. pmid:26714431
  23. 23. Harcombe WR, Bull JJ. Impact of Phages on Two-Species Bacterial Communities. Appl Environ Microbiol. 2005 Sep;71(9):5254–9. pmid:16151111
  24. 24. González S, Fernández L, Campelo AB, Gutiérrez D, Martínez B, Rodríguez A, et al. The Behavior of Staphylococcus aureus Dual-Species Biofilms Treated with Bacteriophage phiIPLA-RODI Depends on the Accompanying Microorganism. Appl Environ Microbiol. 2017 Jan 17;83(3):e02821–16. pmid:27836851
  25. 25. Sillankorva S, Neubauer P, Azeredo J. Phage control of dual species biofilms of Pseudomonas fluorescens and Staphylococcus lentus. Biofouling. 2010 Jul;26(5):567–75. pmid:20544433
  26. 26. Kay MK, Erwin TC, McLean RJC, Aron GM. Bacteriophage Ecology in Escherichia coli and Pseudomonas aeruginosa Mixed-Biofilm Communities. Appl Environ Microbiol. 2011 Feb;77(3):821–9. pmid:21131510
  27. 27. Tait K, Skillman LC, Sutherland IW. The efficacy of bacteriophage as a method of biofilm eradication. Biofouling. 2002 Jan 1;18(4):305–11.
  28. 28. Testa S, Berger S, Piccardi P, Oechslin F, Resch G, Mitri S. Spatial structure affects phage efficacy in infecting dual-strain biofilms of Pseudomonas aeruginosa. Commun Biol. 2019 Nov 4;2(1):1–12. pmid:31701033
  29. 29. Abedon ST, Danis-Wlodarczyk KM, Wozniak DJ, Sullivan MB. Improving Phage-Biofilm In Vitro Experimentation. Viruses. 2021 Jun;13(6):1175. pmid:34205417
  30. 30. Abedon ST. Bacteriophage-mediated biocontrol of wound infections, and ecological exploitation of biofilms by phages. In: Biofilm, Pilonidal Cysts and Sinuses. Springer; 2018. p. 121–58.
  31. 31. Geredew Kifelew L, Mitchell JG, Speck P. Mini-review: efficacy of lytic bacteriophages on multispecies biofilms. Biofouling. 2019 Apr;35(4):472–81. pmid:31144513
  32. 32. Momtaz H, Dehkordi FS, Rahimi E, Asgarifar A. Detection of Escherichia coli, Salmonella species, and Vibrio cholerae in tap water and bottled drinking water in Isfahan, Iran. BMC Public Health. 2013 Jun 7;13(1):556. pmid:23742181
  33. 33. Soleimani F, Taherkhani R, Dobaradaran S, Spitz J, Saeedi R. Molecular detection of E. coli and Vibrio cholerae in ballast water of commercial ships: a primary study along the Persian Gulf. J Environ Health Sci Eng. 2021 Feb 3;19(1):457–63. pmid:34150249
  34. 34. Shikuma NJ, Hadfield MG. Marine biofilms on submerged surfaces are a reservoir for Escherichia coli and Vibrio cholerae. Biofouling. 2010 Jan 1;26(1):39–46. pmid:20390555
  35. 35. Vargas O, Gutiérrez MS, Caruffo M, Valderrama B, Medina DA, García K, et al. Probiotic Yeasts and Vibrio anguillarum Infection Modify the Microbiome of Zebrafish Larvae. Front Microbiol [Internet]. 2021 [cited 2022 Mar 28]. Available from: https://www.frontiersin.org/article/10.3389/fmicb.2021.647977. pmid:34248866
  36. 36. Rendueles O, Ferrières L, Frétaud M, Bégaud E, Herbomel P, Levraud JP, et al. A New Zebrafish Model of Oro-Intestinal Pathogen Colonization Reveals a Key Role for Adhesion in Protection by Probiotic Bacteria. PLoS Pathog. 2012 Jul 26;8(7):e1002815. pmid:22911651
  37. 37. Qin B, Fei C, Bridges AA, Mashruwala AA, Stone HA, Wingreen NS, et al. Cell position fates and collective fountain flow in bacterial biofilms revealed by light-sheet microscopy. Science. 2020 Jul 3;369(6499):71–7. pmid:32527924
  38. 38. Zhang Q, Li J, Nijjer J, Lu H, Kothari M, Alert R, et al. Morphogenesis and cell ordering in confined bacterial biofilms. Proc Natl Acad Sci U S A. 2021 Aug 3;118(31):e2107107118. pmid:34330824
  39. 39. Yan J, Nadell CD, Stone HA, Wingreen NS, Bassler BL. Extracellular-matrix-mediated osmotic pressure drives Vibrio cholerae biofilm expansion and cheater exclusion. Nat Commun. 2017 Aug 23;8(1):327. pmid:28835649
  40. 40. Yan J, Sharo AG, Stone HA, Wingreen NS, Bassler BL. Vibrio cholerae biofilm growth program and architecture revealed by single-cell live imaging. Proc Natl Acad Sci U S A. 2016 Sep 6;113(36):E5337–43. pmid:27555592
  41. 41. Díaz-Pascual F, Hartmann R, Lempp M, Vidakovic L, Song B, Jeckel H, et al. Breakdown of Vibrio cholerae biofilm architecture induced by antibiotics disrupts community barrier function. Nat Microbiol. 2019 Dec;4(12):2136–45. pmid:31659297
  42. 42. Singh PK, Bartalomej S, Hartmann R, Jeckel H, Vidakovic L, Nadell CD, et al. Vibrio cholerae combines individual and collective sensing to trigger biofilm dispersal. Curr Biol. 2017;27(21):3359–3366. pmid:29056457
  43. 43. Drescher K, Dunkel J, Nadell CD, van Teeffelen S, Grnja I, Wingreen NS, et al. Architectural transitions in Vibrio cholerae biofilms at single-cell resolution. Proc Natl Acad Sci U S A. 2016 Apr 5;113(14):E2066–72. pmid:26933214
  44. 44. Yildiz F, Fong J, Sadovskaya I, Grard T, Vinogradov E. Structural characterization of the extracellular polysaccharide from Vibrio cholerae O1 El-Tor. PLoS ONE. 2014;9(1):e86751. pmid:24520310
  45. 45. Berk V, Fong JCN, Dempsey GT, Develioglu ON, Zhuang X, Liphardt J, et al. Molecular Architecture and Assembly Principles of Vibrio cholerae Biofilms. Science. 2012 Jul 13;337(6091):236–9. pmid:22798614
  46. 46. Teschler JK, Zamorano-Sánchez D, Utada AS, Warner CJA, Wong GCL, Linington RG, et al. Living in the matrix: assembly and control of Vibrio cholerae biofilms. Nat Rev Microbiol. 2015 May;13(5):255–68. pmid:25895940
  47. 47. Fong JC, Rogers A, Michael AK, Parsley NC, Cornell WC, Lin YC, et al. Structural dynamics of RbmA governs plasticity of Vibrio cholerae biofilms. Newman DK, editor. Elife. 2017 Aug 1;6:e26163. pmid:28762945
  48. 48. Serra DO, Richter AM, Hengge R. Cellulose as an Architectural Element in Spatially Structured Escherichia coli Biofilms. J Bacteriol. 2013 Dec;195(24):5540–54. pmid:24097954
  49. 49. Serra DO, Richter AM, Klauck G, Mika F, Hengge R. Microanatomy at Cellular Resolution and Spatial Order of Physiological Differentiation in a Bacterial Biofilm. MBio. 4(2):e00103–13. pmid:23512962
  50. 50. Ziege R, Tsirigoni AM, Large B, Serra DO, Blank KG, Hengge R, et al. Adaptation of Escherichia coli Biofilm Growth, Morphology, and Mechanical Properties to Substrate Water Content. ACS Biomater Sci Eng. 2021 Nov 8;7(11):5315–25. pmid:34672512
  51. 51. Richter AM, Possling A, Malysheva N, Yousef KP, Herbst S, von Kleist M, et al. Local c-di-GMP Signaling in the Control of Synthesis of the E. coli Biofilm Exopolysaccharide pEtN-Cellulose. J Mol Biol. 2020 Jul 24;432(16):4576–95. pmid:32534064
  52. 52. Serra DO, Hengge R. Bacterial Multicellularity: The Biology of Escherichia coli Building Large-Scale Biofilm Communities. Annu Rev Microbiol. 2021;75(1):269–290. pmid:34343018
  53. 53. Hufnagel DA, Depas WH, Chapman MR. The Biology of the Escherichia coli Extracellular Matrix. Microbiol Spectr. 2015 Jun;3(3). pmid:26185090
  54. 54. Molineux IJ. The T7 group. Bacteriophages. 2006:277–301.
  55. 55. Vidakovic L, Singh PK, Hartmann R, Nadell CD, Drescher K. Dynamic biofilm architecture confers individual and collective mechanisms of viral protection. Nat Microbiol. 2018 Jan;3(1):26–31. pmid:29085075
  56. 56. Dunsing V, Irmscher T, Barbirz S, Chiantia S. Purely Polysaccharide-Based Biofilm Matrix Provides Size-Selective Diffusion Barriers for Nanoparticles and Bacteriophages. Biomacromolecules. 2019 Oct 14;20(10):3842–54. pmid:31478651
  57. 57. Darch SE, Kragh KN, Abbott EA, Bjarnsholt T, Bull JJ. Whiteley M. Phage Inhibit Pathogen Dissemination by Targeting Bacterial Migrants in a Chronic Infection Model. MBio. 2017 Apr 4;8(2):e00240–e00217. pmid:28377527
  58. 58. DePas WH, Syed AK, Sifuentes M, Lee JS, Warshaw D, Saggar V, et al. Biofilm Formation Protects Escherichia coli against Killing by Caenorhabditis elegans and Myxococcus xanthus. Appl Environ Microbiol. 2014 Nov 15;80(22):7079–87. pmid:25192998
  59. 59. Bond MC, Vidakovic L, Singh PK, Drescher K, Nadell CD. Matrix-trapped viruses can prevent invasion of bacterial biofilms by colonizing cells. Shou W, Storz G, Shou W, editors. Elife. 2021 Jul 9;10:e65355. pmid:34240700
  60. 60. Bachmann V, Kostiuk B, Unterweger D, Diaz-Satizabal L, Ogg S, Pukatzki S. Bile Salts Modulate the Mucin-Activated Type VI Secretion System of Pandemic Vibrio cholerae. PLoS Negl Trop Dis. 2015 Aug 28;9(8):e0004031. pmid:26317760
  61. 61. Unterweger D, Miyata ST, Bachmann V, Brooks TM, Mullins T, Kostiuk B, et al. The Vibrio cholerae type VI secretion system employs diverse effector modules for intraspecific competition. Nat Commun. 2014 Apr 1;5(1):3549. pmid:24686479
  62. 62. Simmons EL, Bond MC, Koskella B, Drescher K, Bucci V, Nadell CD. Biofilm Structure Promotes Coexistence of Phage-Resistant and Phage-Susceptible Bacteria. mSystems. 2020 Jun 23;5(3):e00877–19. pmid:32576653
  63. 63. Hartmann R, Jeckel H, Jelli E, Singh PK, Vaidya S, Bayer M, et al. Quantitative image analysis of microbial communities with BiofilmQ. Nat Microbiol. 2021 Feb;6(2):151–6. pmid:33398098
  64. 64. Wucher BR, Winans JB, Elsayed M, Kadouri DE, Nadell CD. Breakdown of clonal cooperative architecture in multispecies biofilms and the spatial ecology of predation [Internet]. bioRxiv; 2022 [cited 2022 Jul 25]. p. 2022.07.22.501146. Available from: https://www.biorxiv.org/content/10.1101/2022.07.22.501146v3.
  65. 65. Fong JCN, Karplus K, Schoolnik GK, Yildiz FH. Identification and Characterization of RbmA, a Novel Protein Required for the Development of Rugose Colony Morphology and Biofilm Structure in Vibrio cholerae. J Bacteriol. 2006 Feb;188(3):1049–59. pmid:16428409
  66. 66. Bedford E, Tabor S, Richardson CC. The thioredoxin binding domain of bacteriophage T7 DNA polymerase confers processivity on Escherichia coli DNA polymerase I. Proc Natl Acad Sci U S A. 1997 Jan 21;94(2):479–84. pmid:9012809
  67. 67. Simmons M, Drescher K, Nadell CD, Bucci V. Phage mobility is a core determinant of phage–bacteria coexistence in biofilms. ISME J. 2018 Feb;12(2):531–43. pmid:29125597
  68. 68. Heilmann S, Sneppen K, Krishna S. Coexistence of phage and bacteria on the boundary of self-organized refuges. Proc Natl Acad Sci U S A. 2012 Jul 31;109(31):12828–33. pmid:22807479
  69. 69. Eriksen RS, Svenningsen SL, Sneppen K, Mitarai N. A growing microcolony can survive and support persistent propagation of virulent phages. Proc Natl Acad Sci U S A. 2018 Jan 9;115(2):337–42. pmid:29259110
  70. 70. Nijjer J, Li C, Zhang Q, Lu H, Zhang S, Yan J. Mechanical forces drive a reorientation cascade leading to biofilm self-patterning. Nat Commun. 2021;12(1):1–9.
  71. 71. Hartmann R, Singh PK, Pearce P, Mok R, Song B, Díaz-Pascual F, et al. Emergence of three-dimensional order and structure in growing biofilms. Nat Phys. 2019 Mar;15(3):251–6. pmid:31156716
  72. 72. Yanni D, Márquez-Zacarías P, Yunker PJ, Ratcliff WC. Drivers of spatial structure in social microbial communities. Curr Biol. 2019;29(11):R545–R550. pmid:31163168
  73. 73. Nadell CD, Drescher K, Foster KR. Spatial structure, cooperation and competition in biofilms. Nat Rev Microbiol. 2016 Sep;14(9):589–600. pmid:27452230
  74. 74. Jeckel H, Drescher K. Advances and opportunities in image analysis of bacterial cells and communities. FEMS Microbiol Rev. 2021 Jul 1;45(4):fuaa062. pmid:33242074
  75. 75. Teschler JK, Nadell CD, Drescher K, Yildiz FH. Mechanisms Underlying Vibrio cholerae Biofilm Formation and Dispersion. Annu Rev Microbiol. 2022;76(1):503–532. pmid:35671532
  76. 76. Schrag SJ, Mittler JE. Host-Parasite Coexistence: The Role of Spatial Refuges in Stabilizing Bacteria-Phage Interactions. Am Nat. 1996;148(2):348–377.
  77. 77. Abedon ST. Phage “delay” toward enhancing bacterial escape from biofilms: a more comprehensive way of viewing resistance to bacteriophages. AIMS Microbiol. 2017;3(2):186–226.
  78. 78. Briandet R, Lacroix-Gueu P, Renault M, Lecart S, Meylheuc T, Bidnenko E, et al. Fluorescence correlation spectroscopy to study diffusion and reaction of bacteriophages inside biofilms. Appl Environ Microbiol. 2008;74(7):2135–2143. pmid:18245240
  79. 79. Igler C. Phenotypic flux: The role of physiology in explaining the conundrum of bacterial persistence amid phage attack. Virus Evol. 2022 Jul 1;8(2):veac086. pmid:36225237
  80. 80. Koskella B, Hernandez CA, Wheatley RM. Understanding the Impacts of Bacteriophage Viruses: From Laboratory Evolution to Natural Ecosystems. Annu Rev Virol. 2022;9(1). pmid:35584889
  81. 81. Attrill EL, Claydon R, Łapińska U, Recker M, Meaden S, Brown AT, et al. Individual bacteria in structured environments rely on phenotypic resistance to phage. PLoS Biol. 2021 Oct 12;19(10):e3001406. pmid:34637438
  82. 82. Mark Welch JL, Rossetti BJ, Rieken CW, Dewhirst FE, Borisy GG. Biogeography of a human oral microbiome at the micron scale. Proc Natl Acad Sci U S A. 2016 Feb 9;113(6):E791–800. pmid:26811460
  83. 83. Sonnenburg ED, Smits SA, Tikhonov M, Higginbottom SK, Wingreen NS, Sonnenburg JL. Diet-induced extinctions in the gut microbiota compound over generations. Nature. 2016 Jan;529(7585):212–5. pmid:26762459
  84. 84. Dar D, Dar N, Cai L, Newman DK. Spatial transcriptomics of planktonic and sessile bacterial populations at single-cell resolution. Science. 2021 Aug 13;373(6556):eabi4882. pmid:34385369
  85. 85. Wucher BR, Bartlett TM, Hoyos M, Papenfort K, Persat A, Nadell CD. Vibrio cholerae filamentation promotes chitin surface attachment at the expense of competition in biofilms. Proc Natl Acad Sci U S A. 2019 Jul 9;116(28):14216–21. pmid:31239347
  86. 86. Trinh JT, Székely T, Shao Q, Balázsi G, Zeng L. Cell fate decisions emerge as phages cooperate or compete inside their host. Nat Commun. 2017 Feb 6;8(1):14341. pmid:28165024
  87. 87. Bonilla N, Rojas MI, Netto Flores Cruz G, Hung SH, Rohwer F, Barr JJ. Phage on tap-a quick and efficient protocol for the preparation of bacteriophage laboratory stocks. PeerJ. 2016;4:e2261. pmid:27547567