Developmental plasticity of bacterial colonies and consortia in germ-free and gnotobiotic settings
© Pátková et al.; licensee BioMed Central Ltd. 2012
Received: 4 March 2012
Accepted: 18 July 2012
Published: 15 August 2012
Bacteria grown on semi-solid media can build two types of multicellular structures, depending on the circumstances. Bodies (colonies) arise when a single clone is grown axenically (germ-free), whereas multispecies chimeric consortia contain monoclonal microcolonies of participants. Growth of an axenic colony, mutual interactions of colonies, and negotiation of the morphospace in consortial ecosystems are results of intricate regulatory and metabolic networks. Multicellular structures developed by Serratia sp. are characteristically shaped and colored, forming patterns that reflect their growth conditions (in particular medium composition and the presence of other bacteria).
Building on our previous work, we developed a model system for studying ontogeny of multicellular bacterial structures formed by five Serratia sp. morphotypes of two species grown in either "germ-free" or "gnotobiotic" settings (i.e. in the presence of bacteria of other conspecific morphotype, other Serratia species, or E. coli). Monoclonal bodies show regular and reproducible macroscopic appearance of the colony, as well as microscopic pattern of its growing margin. Standard development can be modified in a characteristic and reproducible manner in close vicinity of other bacterial structures (or in the presence of their products). Encounters of colonies with neighbors of a different morphotype or species reveal relationships of dominance, cooperation, or submission; multiple interactions can be summarized in "rock – paper – scissors" network of interrelationships. Chimerical (mixed) plantings consisting of two morphotypes usually produced a “consortium” whose structure is consistent with the model derived from interaction patterns observed in colonies.
Our results suggest that development of a bacterial colony can be considered analogous to embryogenesis in animals, plants, or fungi: to proceed, early stages require thorough insulation from the rest of the biosphere. Only later, the newly developing body gets connected to the ecological interactions in the biosphere. Mixed “anlagen” cannot accomplish the first, germ-free phase of development; hence, they will result in the consortium of small colonies. To map early development and subsequent interactions with the rest of the biospheric web, simplified gnotobiotic systems described here may turn to be of general use, complementing similar studies on developing multicellular eukaryots under germ-free or gnotobiotic conditions.
KeywordsOntogeny of bacteria Germ-free and gnotobiotic colonies Interactions of colonies and/or chimeras Serratia sp. Scouting Rock-paper-scissors
All living beings find themselves embedded in a complicated and fluid network of ecological (symbiotic) interdependencies. Ontogeny, i.e. buildup of a multicellular, species-specific body, may represent an exception: early stages of embryonic development typically require massive shielding against the influences of biospheric web. Thus, animals and plants go to great pains to ensure sterile conditions for their embryos; even fungi, champions of web-dwelling who spend most of their life without apparent body patterning, produce a special, protected cocoon (“embryo”) whenever they decide to produce fruiting bodies – mushrooms typical of their kin. Bacteria, typical dwellers of multi-species consortia, are allowed to build such species-specific bodies only at rare occasions when they can claim suitable germ-free environment (like freshly ruptured fruits, loafs of bread, surface of milk, etc.). Only then we can admire their creativity in building macroscopic, species-specific bodies (colonies). Bacterial axenic, i.e. germ-free growth on solid media reveals many paraphernalia of their ontogenetic potential (e.g., [1–5]).
Subsequent coupling of the developing embryo to the biospheric web often requires a thorough coordination. For example, all animals populate their bowels with a microbiome consisting of hundreds of microbial species (e.g., ). Some animals even require such cooperation for their proper organogenesis; as in the squid-Vibrio interplay in the development of light organ , or in mycetome of insects . In plants, mycorrhiza or legume-Rhizobium symbioses [9, 10] belong among paradigmatic examples. To disentangle such complicated interactions, development under germ-free or gnotobiotic conditions (involving two or at most a small number of interacting species) is often of a great help. Similarly, a “gnotobiotic” state, i.e. controlled development of bacterial colony in the presence of other bacterial bodies, may reveal rules and factors of cross-species interactions that otherwise remain obscured by their usual – consortial – way of life.
Bacterial colonies offer another advantage: Whereas most “typical” multicellular organisms steer their development towards a body capable of reproduction, for most bacteria building a multicellular body is not the precondition for maintaining the lineage. If, in spite of the fact, they do not end in topsy-turvy assemblages of cells, structured multicellular bodies must help somehow in marking out and holding their spatial and temporal claims. Hence, whenever freed from the grip of ecological demands in the consortium, they orient their full creative potential towards a single multicellular body.
Putting such bodies into contact with similar bodies – of siblings, of other strains or other species – may reveal some basic rules of bacterial interactions that are valid not only for such gnotobiotic situation on the dish, but also in natural consortia. In a similar way, chimeric “colonies” started by a mixture of different bacterial lineages, may shed light to “colonizing processes” that take place in incomparably more structured, multispecies ecosystems intangible experimentally. Such an approach may be more informative than is the usual study of growing homogenous suspension cultures. In fact, trends towards developing multicellular structured bodies (colonies, films, coatings, fouls, etc…) fail only in well-mixed suspension cultures: it seems that the planktonic way of living is rather an extreme, an exception from usual life strategies of most bacteria (e.g. ). Yet, most information concerning bacterial communication comes from suspension cultures i.e. unstructured mass (e.g. [12, 13] for quorum sensing;  for signaling via antibiotics); but see works on intricate networks of quorum regulations in Serratia biofilms [15–17]. “Morphogenetic” data on colonies were mostly obtained under stress conditions (as is the presence of antibiotics, phages, etc.), and the goal of such experiments was primarily diagnostical, not aimed to study developmental processes as such. Many authors therefore consider results obtained from suspensions to be more representative, more “true” than those obtained on bacterial bodies.
In contrast, in this paper we focused on revealing steps towards a simple ecology on the Petri dish: how multicellular bacterial structures (colonies or chimeras) feel the self and the nonself, and how they react to the presence of the others. We draw from earlier works on bacterial colonies [4, 5, 18, 19], but above all from our previous studies on developing Serratia colonies [3, 20]. Thanks to color and plastic patterning, their development is easy to follow, without a need of artificial molecular or genetic markers. Moreover, our morphotypes show a finite colony growth, i.e. the whole development takes place in a limited area, and the markers of youth, prime, and senescence are readily apparent. Due to relative “simplicity” of their “embryogenesis”, colonies offer insights into strategy of establishing morphogenetic fields, evaluating the quality and amount of space available, and reacting to bodies occurring in the immediate neighborhood – both conspecific (i.e. in axenic cultures) or heterospecific/heterotypic (i.e. under gnotobiotic settings).
We further utilized a gnotobiotic approach in the study of bacterial consortia. We believe that simple chimeric communities, such as those developed in the present work, will provide a pathway towards understanding behavior of the utmost important ecosystems on the Earth – those of the prokaryotes (e.g. ).
“Standard” development of solitary colony morphotypes
For our study, we selected two mutually related stable morphotypes of Serratia rubidaea (R and W) and three morphotypes of S. marcescens (F, Fw, and M). A common laboratory strain of E. coli was included in some gnotobiological experiments.
The fifth clone, M, was selected upon long-term cultivation of the F morphotype on liquid minimal medium (MM). On the rich medium NAG (or NA) it produces white optically undifferentiated, rimless colonies (Figure 1b). Finally, the appearance of our strain of Escherichia coli is shown in Figure 1c.
As to the microscopic features, the macroscopically smooth R (or W) colonies (S. rubidaea) develop terrace-like layers of cells at the margin, as if the growth proceeded in waves of juxtaposed plies. The lowermost, and the quickest layer, however, has no clear-cut edge, and dispatches cohorts of freely moving cells (“scouts”) into the space beyond; the main body of the colony will grow into the area previously “investigated” by the scouts. With the arrest of growth in adult colonies, the scouting decreases and finally ceases (Figure 1a). In contrast, the rimmed F (or Fw) colonies of S. marcescens start with a fluffy verge, replaced by an edge of more solid appearance on day 3; terraces do not appear (Figure 1b). Again, from day 3 on, flocks of scouts travel beyond the edge into the free space around, to subside with maturation and cessation of growth. The adult M morphotype of S. marcescens (Figure 1b) differs from its parent (F) by a sharp margin, and delayed scouting (after day 5). Finally, Figure 1c shows development of an E. coli colony under identical conditions; colonies of this species also develop terraces on the margin, and send out scouts during vigorous colony growth.
Developmental plasticity induced by varying culture conditions
Effect of temperature
R, W, F, and Fw morphotypes were planted on NAG at three different temperatures: 27°C (standard development), 6°C, and 35°C. As expected, at low temperature the bacteria did not grow, albeit they survived for long periods and upon transfer to permissive conditions (27°C) resumed standard growth, after some lag (data not shown).
Cultivation at 35°C (Figure 2a) did not affect the final colony size, yet early phases of growth proceeded faster, and the colony patterning frequently deviated from the typical symmetry (especially in F, Fw); moreover, the coloration was lacking (F) or disrupted (R). Hence, higher temperature somewhat interfered with morphogenetic events. As shown in Figure 2b, the effect is, in F morphotype, fully reversible up to about the 3rd day of cultivation at elevated temperature; older colonies transferred to 27°C did not attain the standard colony form in spite of striving towards it, as testified by the onset of coloration. Such a critical time threshold in 3rd day is apparent also in connection with the effect of added glucose (see below, Figure 2d).
Effect of media
The standard appearance of the F phenotype (Figure 1b) was described for colonies grown on nutrient agar NA supplemented with 27 mM glucose (NAG). Replacement of glucose by sorbitol or mannitol at the same concentration allows for a “partial” F pattern. Lower glucose concentrations (0.27 or 2.7 mM) do not support standard patterning; higher concentration (54 mM) deforms the final pattern. Semi-defined medium of comparable composition (TN, or TN with added glucose) supports healthy growth of well-formed colonies, albeit with a patterning different from the phenotype grown on NAG. Finally, polyethylene glycol (PEG) added to NA in amount mimicking the osmotic load caused by 27 mM glucose did not promote the standard development (Figure 2c).
Effect of glucose addition during development
At various times after planting on NA, F colonies were “circumscribed” with glucose solution, to achieve its concentration, in the agar, in the range of about 27 mM in the immediate vicinity of the colony. As shown in Figure 2d, the older the colony, the more difficult for it to accomplish the standard appearance after glucose addition: after the 3rd day the “struggle towards form” became distorted, and the inner (intermediate) ring did not appear at all (even if under normal condition it grows until 5th day; see ).
All these effects of culture conditions are fully reversible in the sense that cell material taken from “atypical” colonies reverts to standard appearance when planted to NAG; thus, we are dealing with true developmental plasticity rather than selection of variants.
Morphotype F: development in the presence of neighbors
As already reported, F colonies are very sensitive towards neighboring bodies on the dish. Closely planted F (or Fw, or F and Fw) colonies grow into a confluent colony with multiple centers and a common rim. An F macula will inhibit normal growth and patterning of F (or Fw) colonies growing in their vicinity, even when planted across a mechanical septum. Finally, heterospecific bodies (colonies or maculae of S. rubidaea or E. coli) were shown to induce formation of a new quality, a special pattern named X structure, characterized by an additional ring round the standard F colony [3, 20].
The induction of an X structure takes place also on NA (i.e. without glucose, Figure 3a, iv): it follows that the F morphotype can react by an X buildup regardless of its actual phenotype at the time of induction. The effect is exerted also when F is planted to the substrate previously conditioned by growth of any non-F body (not shown). Hence, the colony is receptive to the “make X” order under a great many of initial conditions and the X-inducing signal persists in the agar substrate.
Growth on minimal medium
Unexpectedly, however, the F morphotype is also able to grow on MMA when a “helper” in the form of a non-F body grows nearby (Figure 4): in such a case, it gives rise to small, smooth, white colonies that do not produce scouts or X structures.
Even old (10–14 days), non-growing, persisting F plants can be boosted to grow on MMA when a non-F macula (including also M) is added to the dish, or even when planted to a macula-conditioned agar (not shown). Cells taken from such boosted F colonies will not gain any (even transient) ability to grow independently on MMA; when planed to NAG, however, they give rise to normal F pattern.
Thus, the F morphotype might be dependent on some essential nutrient or signal present in NAG but not MMA; such a trigger diffusible in agar may be provided by the growing macula (non-growing F “macula”, i.e. a mass of non-growing F cells applied to the dish, having no effect), and survives in the medium for longer periods. Preliminary results (not shown) suggest that the case may not reside in basic nutrients. First, the E. coli 15 TAU strain (auxotrophic for arginine-thymine-uracil) does not grow on MMA even in the presence of helpers, or on a conditioned agar (it also cannot serve as a helper when, as in case of F above, a mass of non-growing cells is applied to the vicinity od F, on MMA). Second, the F morphotype will not resume growth on the MMA even if the substrate is supplemented with casamino acids (caseine hydrolysate with cysteine and tryptophan added).
Mutual influencing of colony habitus
The ability of the F morphotype to develop towards a new pattern in the presence of heterotypic (i.e. non-F), neighbors instigated us to take a deeper look on the mutual interaction of our standard colony types.
Homotypic interactions R:R and F:F
Figure 5 shows the simplest configurations of two colonies of the same morphotype planted to close vicinity. Such colonies may come to a contact and even, in case of F, merge into a confluent colony; when planted further apart, they remain separated, albeit shape deformations occurred frequently (Figure 5a). The common feature of two approaching colonies is the presence of scouting bacteria beyond both adjacent (and approaching) colony edges – even in older colonies (10 days), when no such “freelancers” are observable in solitary colonies of comparable age (Figure 5 i-iv; compare to Figure 1a, b). In contrast, the distal side of an interacting colony showed no difference from the solitaires, i.e. no restoration of scouting occurred (not shown). Planting a young R colony to the vicinity of an old one (R, 3 weeks) aroused a new wave of scouting towards the new neighbor, in the old colony (not shown). The phenomenon is thus distinct from the induction of an X structure, where scouting reappears around the whole perimeter of the colony, accompanied by profound reshaping of the colony phenotype.
Heterospecific interactions: R and Fw
As expected, an R colony planted at a distance not allowing immediate overgrowth of its Fw neighbor (10 mm, Figure 6a) will induce formation of the X structure, which will resist any contact: both colonies persist as separate entities (as in Figure 3), with a typical colony pattern and scouting in the interaction zone.
Figure 6b summarizes situations when young (0–24 h, showing no typical structures) Fw colonies come into close contacts with a plant of R. The Fw colony will always be overgrown by R planted on its outer perimeter. The Fw material, however, maintains its identity in such a conjoint body, and its territory remains free of R cells. Note, in older colony, even an inclination towards the X structure – however it is belated and not able to avoid overgrowth by the neighbor.
Planting R to the inner perimeter of young Fw gives essentially the same picture: the R material breaks free and encircles the Fw if planting had occurred during the first hours of Fw development. After one day, however, the R material cannot “escape” any more, remains confined inside the Fw colony and does not grow (but survives). Finally, when planted into the center of Fw, the R material never resumes growth and remains encaged (but not killed) inside the Fw colony as a tiny island of foreign material.
All interactions on NA resemble to those observed on the rich medium NAG, including colony patterning (not shown). Different, however, is the interaction of both clones (planted 3 mm apart) on MMA: thanks to the helper function of R, both colonies grow to approximately equal size, and come to a close contact (Figure 6c). The R colony, however, will not encircle the F material (compare to Figure 6b).
Heterospecific interactions: F andE. coli
The interaction of young F colonies with plants of E. coli (Figure 7a) is controlled by the F partner: if both partners planted simultaneously, E. coli avoids approaching F (see similar trend with the macula, Figure 3a, iii) and grows only at distal side. At the same time, the F colony develops an X structure induced by E. coli. If planted to a distance of 15 mm, resulting adult partners maintain their scouts in the gap between them. Planting E. coli to older F colonies results in drastic inhibition of the growth of E. coli.
Even more profound the effect is in closer plantings (5 mm apart): the E. coli plant will be “caught up”, and its growth inhibited proportionally to the age of F (Figure 7a); yet it survives and remains uncontaminated by F material, even in cases of strongest growth inhibition. The dominant role of F is even more profound when F material is planted to older E. coli colonies: even in such cases, the F body remains in control of events. Such an inhibition is not bound to the presence of living F cells: the F-conditioned agar has the same effect (not shown). The effect is identical at 35°C, i.e. the inhibition was not due to growth at temperature that may be considered suboptimal to of E. coli (not shown).
On the MMA medium (where the F material does not grow when alone), E. coli turns into a helper, a necessary precondition for the growth of F (Figure 7b, see also Figure 4a). Yet, the growth of E. coli becomes inhibited by the boosted F colony.
Heterospecific interactions: R andE. coli
As shown in Figure 10, E. coli is dominant only when the R material is planted simultaneously (or to an older) E. coli colony, and to a close vicinity (below 5 mm). In all other instances, both bodies are in control of their integrity: (i) they maintain a clear boundary when grown to confluence, and neither is able to overgrow the partner, or (ii) when planted farther apart, they respect the free space between the colonies. In comparison to previous situation (E. coli and F), the E. coli colony, albeit inhibited, is not repulsed by the Serratia partner. Again, mutual contacts induce appearance of the scouting at adjacent faces of both colonies.
Interaction of both morphotypes on MMA leads to a dominant role of E. coli: the R material is strongly inhibited (but survives) and becomes engulfed by readily growing material of E. coli (Figure 8b).
Interactions involving the M clone
Binary interactions in liquid media
To investigate to which extend could the above-described phenomena explained by differential growth rate of individual clones, we investigated the growth of the studied morphotypes in liquid media NBG (identical, except for agar, with NAG).
Doubling times in liquid medium NBG (27°C)
[min] (F = 1)
Chimerical assemblages result from planting not a single clone, but a mixture of two or more clones in a single plant (with equal contribution of all partners involved and with constant density of bacteria per unit of surface, Figure 10 and Figure 11). All combinations studied where both partners contributed to the result show a bipartite structure: (1) The area of planting (the navel of future pattern) hosts a consortium, i.e. a mix of small colonies of all members of the plant (see especially Figure 10). (2) Clonal outgrowths to the free space around the plant. This ruff is usually composed only from cells of a single morphotype, however, in cases when both partners are of equal “strength”, alternating wedges of both clones appear in the ruff (Figure 10a, b). The thickness of the ruff is essentially constant, independent on the diameter of the navel, and corresponding to the radius of single colony of particular cell material.
On NAG (Figure 11a), the only exception from the pattern is chimeras containing E. coli in combination with F and M. In such cases, E. coli was eliminated below the level of detection (no colonies out of about 1000 CFU per experiment), and a normal colony will result. Only occasionally E. coli manages control of the ruff, see below. Finally, a plant containing a mix of three morphotypes (Figure 11a) – F:R: E. coli (1:1:1) – led to two alternative outcomes. In most cases, the ruff consisted of R morphotype only, with the mixture of R and F in the central disk, with E. coli below the level of detection. Occasionally, however, as already observed in case of F/ E. coli chimeras, the E. coli cells managed to outgrow to the periphery and control it, leaving a mixture of R and F in the central disk. In the disk, however, E. coli was always under the detection level, even in cases when the colony was started by a mixture R:F: E. coli 1:1:10 (not shown). The outcomes depend probably on how the mix escapes from the initial metastable state: (1) either F cells are able to keep at bay the E. coli population for a while, and both later get overgrown by R (compare to Figure 6b, Figure 7a); or (2) E. coli managed to acquire the control of periphery and did not let its partners grow out from the center.
On MMA, all chimeras (and colonies) have an almost uniform appearance, with a concave center, and white, broad ruff (Figure 11b); they are white, sometimes slightly pink when containing R cells. The exception is the F morphotype that, without helper, does not grow at all; chimeras F/R, F/M and F/ E. coli eliminate F material below the detection limit; technically speaking, they build ordinary colonies.
Composition of central and peripheral areas of chimerical bodies
R + M
R + M
R < M
R + Ec
Ec > R
M + F
F/Ec > F
R + F
Mixed suspensions in liquid medium NBG
In order to test the possibility that the behavior of chimeras on the substrate is primarily deducible from the growth rates of partners, chimeric suspensions containing 1:1 inocula of partners, were grown also in the nutrient medium NBG (an equivalent of NAG, except the absence of agar). Figure 11d shows quantitative ratios of some combinations 24 h after inoculation.
Some results are in congruence with observations on chimerical bodies on NAG, i.e. R is dominant over F, and F dominates over E. coli; in this case, however, F dominates absolutely, without rare cases of E. coli overgrowth. Similar is the dominance of M over E. coli (not shown). The proportions of R/F/ E. coli in principle also match the situation observed on agar. The mixture R/ E. coli, however, with equal representation of both types, differs markedly from chimeras where E. coli always outcompetes R and confines it in the center of body. Mixtures F/M and R/M (not shown) grow at roughly similar rates, i.e. of no sign inhibition of M by F as observed on NAG.
Chimera vs. colony
The interaction of chimerical bodies with single-clone colonies (Figure 11c) planted simultaneously at 5 mm distance depends usually on what material is contained in the chimera’s ruff – essentially the interaction follows patterns shown in Figures 5–9 (such a typical case is the interaction of R/ E. coli with R and F/ E. coli with M). Some exceptions, however, deserve attention: In case of R/F chimera interacting with E. coli the result was not the chimera overgrown by E. coli (as in R- E. coli interaction. Figure 8a), but E. coli was effectively repelled, obviously thanks to the F material residing in the center of the chimera. Also interaction of R/ E. coli chimera with the F body led, as expected, to an inhibition of E. coli by the F neighbor; this, however, enabled the R material to escape to the periphery and to overgrow the F neighbor.
Summary on chimeras
The outcome of chimerical interactions on both NAG and MMA substrates can be summarized by 4 schemes of interactions (triangular schemes in Figure 11a, b; for simplicity, the white derivates W and Fw are not included – they behave analogously to their parents, R and F).
Interactions, on NAG, in different settings, reveal a “rock – paper – scissors” relationship for two of four possible ternary settings: R, F, or E. coli and M, R, and E. coli (Figure 11a, scheme). In two remaining ternary combinations, M is always a loser (cf. also Table 2).
The situation is different on MMA, where E. coli always wins the contest in chimeras, whereas F is an absolute loser (Figure 11b, scheme): we are rather confronted with a hierarchy E. coli ≈ M > R > F. The only exception to such a “pecking order” on MMA is not in chimeras but in colony interactions: if M or F (plus helper) get a chance to establish a colony, they take control over the in-growing E. coli in a way similar to that on NAG (Figure 7b).
We present here a simple system allowing study of bacterial development in two regimes of growth – germ free (axenic), or gnotobiotic. As mentioned in the Introduction, we draw inspiration from attempts to reduce extreme complexity of multispecies cohabitations from experiments with germ-free multicellular eukaryotes (mostly animals, or humans with inborn defects of immunity, but also plants) or gnotobiotic organisms where such a complexity was reduced to an interaction of two, or small number, of players.
Formation of multicellular bodies is facultative in bacteria: they easily survive and multiply without multicellularity, thus they can abound with much richer repertoire of creativity, without endangering further propagation of the lineage. Bacterial colonies, then, may provide some cues to the nature of multicellularity. Moreover, growth of a colony is a complex process specific for a given lineage, and specifically modulated by environmental conditions (neighbors, nutrients, spatial settings, an array of signals, etc.). We chose five easily distinguishable morphotypes belonging to two Serratia species; the sixth, “outgroup”, morphotype was a domesticated strain of E. coli.
It deserves a notice that our morphotypes seem to resist domestification, i.e. gradual loss of structural refinements when grown under laboratory conditions commonly observed in microorganisms [1, 31]. What also deserves a comment is the fact that the way of initiating a colony has little, if any, effect on the resulting body building. The same pattern can be grown from a single cell, from big amount (millions) of cells planted to a limited area as a dense homogenous suspension, or even from a chunk of material from the donor colony. Provided the area of planting is small, the cells can coordinate their behavior, “make wise decisions and act upon them“(B. McClintock, The Nobel lecture, 1983). Regulatory embryos of metazoans provide another example of such a potential.
With our array of easily distinguishable morphotypes, we were able to proceed from “germ-free” colonies towards gnotobiotic colony interactions – either with conspecifics, or with heterospecific bodies. We believe that such arrangement may provide a promising tool for future study of microbial communication at the level of structured entities. Similarly, study of chimerical bodies introduced in our works may reveal rules controlling self-structuration of the bacterial body and/or multispecies community. Moreover, our hypothesis of two-phase formation of multicellular body (e.g. axenic and cross-talk stages) can be easily tested on bacterial bodies that are not constrained by the need of producing special reproductive structures (organs).
Gnotobiotic interactions of clonal bodies
Perceiving the neighbors and interacting with them is one of the most natural conditions of all dwellers in the biosphere; often new qualities (shapes and properties) may appear as a consequence of such an encounter (for review, see ). Colonies growing on an agar plate provide a simplified model revealing some basic rules of such interactions .
In our model, a bacterial plant (be it a single cell or a clump of cells of a given morphotype) needs about 3 days to establish its “self”, to become a genuine multicellular body. During this initial period, its development may be readily deviated by external stimuli (Figure 2), or the presence of other bodies in its vicinity (Figures 39). Colonies of the same kin may even merge at this early stage of development (confluent colonies as reported by ), reminding early embryos of, e.g., of mammals.
In later stages of their development, colonies maintain their integrity even in inevitable close encounters, preferring a channel of free space between them, sometimes even “guarded” by advanced scouts; conspicuous is, in this respect, the “immune reaction” of rimmed colonies (F, Fw) that develop a specific “X” structure in the vicinity of rimless bodies (see also ). Even more accentuated such interactions become when colonies of different age grow to a close contact or are artificially forced to it – with the whole array of reactions such as breaking away from the neighbor, overgrowing it, “strangling” it, changing body pattern, changing the character of scouting, etc. (Figures 69). The roles of scouts remain enigmatic for the time being – albeit they may seem obvious candidates for mediators of short-distance interactions), because similar reactions of bodies do take place also on the minimal substrate (MMA) where we did not observe any scouting. What are they for, if obviously colonies can easily do without them?
Colonies on MMA appear as if underdeveloped: no coloration, no patterning, and no scouts. In this respects, they resemble very young colonies planted on NAG – as if the minimal medium impeded the transition from the juvenile phase into phase of growth and ornamentation (which would require scouts). Growth would, however, continue (as in experiments with higher temperatures, Figure 2), and the result is an “overgrown youngster”. Such a speculation may help to explain behavior on MMA, yet does not help explaining the very role of scouts in “full-blooded” development on NAG.
The ability to distinguish between self and non-self may represent one of the preconditions for consortial (or multi-species) way of life. The X structure, then, may represent such a reaction of F to the presence of foreign clones. Swarms of Proteus mirabilis (growing on solid media) display a similar behavior: whereas two swarms belonging to the same line will merge when grow towards each other, swarms of two different lines will maintain a demarcation line dividing both swarms . The phenomenon is readily used in epidemiology, for diagnostics of different strains of Proteus. The mutual inhibition is communicated by secretion (and sensing) of a great array of signaling proteins – proticins ; similar system was described in Pseudomonas aeruginosa Transforming P. vulgaris strain by a proticin from P. mirabilis leads to abolishment of mutual inhibition . Yet, our observation of incompatibility even between isogenic strains (R:R, or F:F, see Figure 8) needs a more parsimonious explanation than rapid mutation of putative pheromone genes. As suggested by [38, 39]), if an identical signal is produced by approaching siblings, it may lead to a quick surpassing of the quorum threshold in the furrow between them – this will lead to the inhibition of growth in that direction.
As a rule, we can recognize a “rock – paper – scissors” interplay between colonies belonging to three groups: (1) rimmed morphotypes F, Fw; (2) rimless morphotypes R, W; and (3) E. coli, as summarized in Figures 59. The morphotype M has a somewhat intermediary position. Hence, even such a reduced, model “ecosystem”, will establish relations of dominance, cooperation, or subordination according to overall context. For the time being we were able to prove that the induction of X structure is the matter of a signal diffusing, and persisting, in the agar substrate (see also ).
A similar situation was already described described by Kerr et al.: the authors cultivated three strains of E. coli, one producing colicine and being resistant to it, the second not producing but resistant (i.e. growing in the presence of colicine), and the third sensitive (i.e. killed in the presence of colicine). The authors interpret the results in neoDarwinian frames: The synthesizer will always overgrow the sensitive strain. Because of the cost of colicine synthesis, the resistant wins the contest with the synthesizer. As resistance itself represents extra cost, the sensitive strain will win over the resistant, but is a loser in a contest with the producer (see also ).
The harsh behavior of our S. marcescens clones (F, Fw, M) against E. coli might be explained as a relation producer – sensitive. For example Fuller & Horton  described production, by S. marcescens, of a factor dubbed marcescin, resembling in its effect to colicins. In such a schema, F would be in a role of the producer of the repellent; R would be resistant towards it – and therefore overgrowing the F, but at the same time sensitive to E. coli. We suspect, however, that the situation is more complicated and more factors are in the game.
The phenomenon of cooperation comes to the fore even more with “helpers”: on the minimal medium, the morphotype F can grow only in the presence of rimless morphotypes or E. coli, as it is dependent on – at present unknown – nutrient or signal secreted to the substrate by the helper. Yet, as soon as helped, F can exert its “powers” towards the neighbors: even if F colonies can grow only thanks to the E. coli plant in the middle, the same plant will later be strongly inhibited by colonies it supports (Figure 7b). Even more illustrative is the interaction of the trio R, F, and E. coli. The R/E.coli chimera (normally the growth of R suppressed) in the vicinity of F, the F will keep E. coli at bay (as in Fig. 9), which enables R to grow and, in turn, overgrow and suppress the F (Figure 11c). All such interactions may be considered as paradigmatic for much more complicated ecosystems of natural microbial consortia.
The dominance/subordination rules as observed above for colony encounters more or less fit also for chimeric growths; i.e. they are not explainable from the growth rates of particular morphotypes involved, as observed in suspensions (Graph in Figure 11d). Which of the partners will prevail will often depend by rock – paper – scissors rules – as described for single colonies. This is not surprising when we take into account that the chimera represents a model gnotobiotic microbial ecosystem. The dense initial mixed suspension on the area of planting is not able to negotiate the rules how to build the final body: Compare to situation with planting axenic cultures, where even very dense suspension establish a full-fetched colony indistinguishable from that growing from a single colony. An exception is “chimeras” where one of partners is completely eliminated, and the “winner” continues in building an ordinary colony (Table 2, Figure 11). Hence, in cases when all strains present in the mix survive, the planting area represents not the center of a colony, but a gnotobiotic ecosystem containing a nebula of very small colonies. An organized outgrowth from this navel will build the external circle composed of a single morphotype, or containing alternative wedges, each of a single morphotype. A chimera, thus, does not represent a body, but a consortium of bodies, even in simple gnotobiotic settings; only the clonal outgrowths into the free space may be compared to genuine colonies, albeit “one-dimensional”.
It deserves attention that even closely related sister clones F-Fw and R-W will not cooperate in building a single colony upon chimeric planting: Especially conspicuous is the “chrysanthemum” appearance of R/W chimeras (Figure 10). The finding is not new. Korolev et al. working with a different pair of strains, argue that cells that happen to appear on the margin of the plant, will establish cooperating groups of this of that origin. They take over a corresponding part of the circumference and grow out of it as monoclonal, one-dimensional colonies – hence the “petals” of the chrysanthemum. Remarkably – in quoted studies as well as in our results – outgrowing “petals” grow to similar length, independently on the diameter of the planted navel. Again, the rock-paper-scissors rules (Figure 11) will mostly predict the outcome of the growth; the rest of interactions being hierarchical.
The mutual behavior of strains is more or less similar on both substrates tested, rich (NAG) and minimal (MMA); the only expected exception is the submissive role of F on MMA whose growth is dependent on the presence of helpers. It is conspicuous that the role of F is fully taken by its daughter morphotype M. As already mentioned above, the behavior of particular strains in liquid media provides no guide for predicting their behavior on solid substrates: the two kinds of media represent to a great extent alternative, and incompatible, strategies of growth.
Why multicellular bacteria?
If we take axenic bacterial colonies as analogues of clonal body of multicellular eukaryots, two problems will come out immediately: the objective of building such a body, and the high plasticity of bacterial ontogenies. As far as we know, colonies of Serratia never produce reproductive organs: they can safeguard their propagation without any demanding, and coordinated, activity of colony building. Why, then, do they go into the trouble with elaborate microscopic filigree of terraces and scouts, and even macroscopic patterning and ornamentation? The answer may lie in physiological division of labor  and perhaps even “histological” differences across the colony.
Besides plastic responses, bacteria can – reversibly or irreversibly – diversify also genetically into different morphotypes, depending on conditions like those mentioned above. In Paenibacillus repeated and heritable switches between different morphotypes are induced by the density of agar [43–45]. Genetic differentiation was also often described in suspension cultures. For example a clone of Pseudomoas aeruginosa differentiated quickly and apparently purposelessly into multiple genetic variants . The authors ascribe the phenomenon to an “insurance effect” preparing the lineage to conditions that may set in the future. A similar effect in Serratia is believed to play a role in colonization of new niches . Finally, a clonal population may break into different specialized clones evoked by metabolic demands [48, 49] or antibiotic pressure .
However, since our clones were genetically stable in respect to the observed characteristics, and since all morphogenetic variation was found to be fully reversible, we can exclude such genetic switches, as well participation of phages, plasmids, transposons or similar elements, in our model and ascribe all variations observed (like colony patterning, scouting, or response to neighbors and environmental cues) solely to phenotypic plasticity.
Multicellular bacterial models (colonies) match their eukaryotic counterparts (animals, plants, fungi) in areas of research classically focused only to eukaryotes:
1. Axenic (“germ-free”) and gnotobiotic settings are easy to establish, and interactions within the body, as well as between different bodies (of the same, or different lineages) can be studied to minute details. Such studies can be carried out on developing, fully formed or mixed assemblages of colonies that can be brought into defined spatial and temporal configurations. An additional advantage of the bacterial model is its independence on mature individuals that are able to produce germs (sexually or asexually), i.e. the range of full-formed phenotypes is much greater and can be influenced towards many ends (plasticity).
2. Ontogenesis of a colony (starting either from a single cell or from an assemblage of cells), similarly to the development of multicellular eukaryotic bodies, proceeds in two stages: the first stage must be thoroughly insulated from the rest of the biosphere and relies to intrinsic settings of the developing germ; in the second stage, the germ establishes its bounds with its environment, and plastically reacts to outside cues. In chimeric assemblages where the first phase is wrecked, the mix is unable to establish germ(s) and proceed towards a colony, and develops toward a simple bacterial consortium. Such an “ecosystem” allows detailed study of how different lineages implement their fitness in a given context.
We bring here examples of model settings allowing, in further research, detailed studies of ontogenies and ecologies on the dish.
PB : phosphate buffer as described in Rieger et al..NA: Nutrient Agar No2 (Imuna Pharm a.s.,) supplemented. For growth in suspensions Nutrient broth No2 (NB) was used (Imuna Pharm a.s.,), of identical composition, but without agar.
NAG: NA enriched with glucose (Sigma; 0.27 mM; 2.7 mM; 27 mM; 54 mM). In some experiments, NA was enriched with manitol (Sigma; 27 mM), sorbitol (Sigma; 27 Mm), or 6% (w/v) polyethylene glycol (Sigma; mw 6000). In all such cases, the osmotic potential was identical: 0.08 MPa.
Analogically, glucose-enriched broth (NBG) was used for cultivations in suspension.
TN: 10 g Trypton (Difco), 5 g NaCl (86 mM), 1.5% Agar (Oxoid No 1). Add 1000 ml H2O.
Minimal medium MM: 21 mM KH2 PO4, 48 mM Na2HPO4, 8 mM NaCl, 18 mM NH4Cl, 3.9 mM MgSO4, 27 mM glucose.
Minimal medium MMA: 1.5% agar in MMA.
The strain S. rubidea here labeled R was obtained from the collection of the Department of Genetics and Microbiology, Faculty of Sciences, Charles University. The strain S. marcescens CNCTS 5965 was obtained from the Czech National Institute of Health .
The identity of strains was confirmed by MALDI - TOF method, using Bruker Daltonik MALDI Biotyper (performed by A. Nemec, National Health Institute, Prague); the scores assigned to particular strains of S. rubidaea (R = 2.241, W = 2.214) and S. marcescens (F = 2.151, Fw = 2.212 and M = 2.168) indicate very high probability of correct determination.
It is to be stated that in the previous work, the morphotypes F and Fw were erroneously determined as belonging to S. rubidaea species. In the light of the present, more reliable knowledge, the determination in that paper should be reconsidered – albeit this change has no influence on the results obtained.
The morphotype M of S. marcescens is a derivative of F. It was obtained after many repeated attempts to grow the F morphotype in suspensions in the minimal medium MM.
E. coli strain 281 was obtained from the collection of the Department of Genetics and Microbiology, Faculty of Sciences, Charles University.
If not specified otherwise, bacteria were grown at NAG at 27°C in sealed boxes with controlled humidity. Stabilates were kept at −80°C .
New colonies were initiated as follows: (1) as clones from single cells, by classical sowing of bacterial suspension (in phosphate buffer); (2) planted by dropping dense suspension (108/ml) on a defined place (diameter about 2 mm); (3) planted by dotting from material taken by a sterile needle from an older body; (4) by smearing (to grow maculae): 30 μl of bacterial suspension (approx. 108 cells) was applied to a line of approx. 5 cm.
For conditioned agar see .
Plates were photographed in situ using Olympus C-5050ZOOM digital camera under ambient or penetrating light (Fomei, LP-400 light panel, cold cathode light) or under magnification using a binocular magnifier .
Colony margins were observed with fully motorized microscope stand IX81 (Olympus) equipped with objectives LUCPLFLN 20 (NA 0.45) and LUCPLFLN 40 (NA 0.60) and documented with the camera HAMMATSU Orca, with differential interference contrast. Digital images were further elaborated by the software Olympus CELL^R SYSTEM.
Figures shown were selected from an extensive collection of primary photos from several repetitions (5 and more) of each experiment.
Photoshop software was used to assemble the plates as they appear in Figures. No image doctoring was performed except automatic adjustment of brightness and contrast in some cases.
Supported by the Grant Agency of Czech Republic 408/08/0796 (JČ, IP, AB, AM, ZN), and by the Czech Ministry of education MSM 0021620845 (AM, AB, ZN). The authors thank Josef Lhotsky for invaluable comments, Alexander Nemec for strain determination, and Ondřej Šebesta for assistance with microscopy.
- Aguilar C, Vlamakis H, Losick R, Kolter R: Thinking about Bacillus subtilis as a multicellular organism. Curr Opin Microbiol. 2007, 10: 638-43. 10.1016/j.mib.2007.09.006.PubMedPubMed CentralView ArticleGoogle Scholar
- Ben-Jacob E, Levine H: Self-engineering capabilities of bacteria. J R Soc Interface. 2005, 3: 197-214.PubMed CentralView ArticleGoogle Scholar
- Čepl JJ, Pátková I, Blahůšková A, Cvrčková F, Markos A: Patterning of mutually interacting bacterial bodies: close contacts and airborne signals. BMC Microbiol. 2010, 10: 139-10.1186/1471-2180-10-139.PubMedPubMed CentralView ArticleGoogle Scholar
- Shapiro JA: Bacteria are small but not stupid: cognition, natural genetic engineering and socio-bacteriology. Stud Hist Phil Biol Biomed Sci. 2007, 38: 807-819.View ArticleGoogle Scholar
- Shapiro JA: Bacteria as multicellular organism. Multicellularity: The rule, not the exception. Lessons fromE.colicolonies. Edited by: Dworkin M, Shapiro JA. 1997, Oxford: University Press, 14-49.Google Scholar
- Arumugam M, Raes J, Pelletier E, et al: Enterotypes of the human gut microbiome. Nature. 2011, 473: 174-180. 10.1038/nature09944.PubMedPubMed CentralView ArticleGoogle Scholar
- Visick KL, Foster J, Doino J, McFall-Ngai M, Ruby EG: Vibrio Fischeri lux genes play an important role in colonization and the development of the host light organ. J Bacteriol. 2000, 182: 4578-4586. 10.1128/JB.182.16.4578-4586.2000.PubMedPubMed CentralView ArticleGoogle Scholar
- Douglas AE: Mycetocyte symbiosis in insects. Biol Rev Camb Philos Soc. 1989, 64: 409-34. 10.1111/j.1469-185X.1989.tb00682.x.PubMedView ArticleGoogle Scholar
- Hayman DS: Mycorrhizae of nitrogen-fixing legumes. World J Microbiol Biotech. 1986, 2: 121-145. 10.1007/BF00937189.View ArticleGoogle Scholar
- Long SR: Rhizobium symbiosis: nod factors in perspective. Plant Cell. 1996, 8: 1885-1898.PubMedPubMed CentralView ArticleGoogle Scholar
- O’Toole G, Kaplan HB, Kolter R: Biofilm formation as microbial development. Annu Rev Microbiol. 2000, 54: 49-79. 10.1146/annurev.micro.54.1.49.PubMedView ArticleGoogle Scholar
- Waters CM, Bassler BL: Quorum sensing: cell-to-Cell communication in Bacteria. Annu Rev Cell Dev Biol. 2005, 21: 319-46. 10.1146/annurev.cellbio.21.012704.131001.PubMedView ArticleGoogle Scholar
- Williams P: Quorum sensing, communication and cross-kingdom signalling in the bacterial world. Microbiology. 2007, 153: 3923-38. 10.1099/mic.0.2007/012856-0.PubMedView ArticleGoogle Scholar
- Yim G, Wang HH, Davies J: Antibiotics as signalling molecules. Philos Trans R Soc Lond B Biol Sci. 2007, 362: 1195-2000. 10.1098/rstb.2007.2044.PubMedPubMed CentralView ArticleGoogle Scholar
- Labbate M, Queck SY, Koh KS, Rice SA, Givskov M, Kjelleberg S: Quorum sensing-controlled biofilm development in Serratia liquefaciens MG1. J Bacterioli. 2004, 186: 692-698. 10.1128/JB.186.3.692-698.2004.View ArticleGoogle Scholar
- Rice SA, Koh KS, Queck SY, Labbate M, Lam KW, Kjelleberg S: Biofilm formation and sloughing in Serratia marcescens are controlled by quorum sensing and nutrient cues. J Bacteriol. 2005, 186: 3477-3485.View ArticleGoogle Scholar
- Van Houdt R, Givskov M, Michiels CV: Quorum sensing in Serratia. FEMS Microbiol Rev. 2007, 31: 407-424. 10.1111/j.1574-6976.2007.00071.x.PubMedView ArticleGoogle Scholar
- Ben-Jacob E, Shmueli H, Shochet O, Tenenbaum A: Adaptive self-organization during growth of bacterial colonies. Physica A. 1992, 187: 378-424. 10.1016/0378-4371(92)90002-8.View ArticleGoogle Scholar
- Golding I, Cohen I, Kozlovsky Y, Ben-Jacob E: Studies of sector formation in expanding bacterial colonies. Europhys Lett. 1999, 48: 587-593. 10.1209/epl/i1999-00524-7.View ArticleGoogle Scholar
- Rieger T, Neubauer Z, Blahůšková A, Cvrčková F, Markoš A: Bacterial body plans: colony ontogeny in Serratia marcescens. Communicative Integrative Biology. 2008, 1: 78-87. 10.4161/cib.1.1.6547.PubMedPubMed CentralView ArticleGoogle Scholar
- Markoš A: The ontogeny of Gaia: the role of microorganisms in planetary information network. J theor Biol. 1995, 176: 175-180. 10.1006/jtbi.1995.0186.PubMedView ArticleGoogle Scholar
- Jefferson K: What drives bacteria to produce a biofilm?. FEMS Microbiology Letters. 2004, 236: 163-173.PubMedView ArticleGoogle Scholar
- Koschwanez JH, Foster KR, Murray AW: Sucrose utilizationin budding yeast as a model for the origin of undifferentiated multicellularity. PLoS Biol. 2011, 9: e1001122-10.1371/journal.pbio.1001122.PubMedView ArticleGoogle Scholar
- Webb JS, Givskov M, Kjelleberg S: Bacterial biofilms. Prokaryotic adventures in multicellularity. Curr Opin Microbiol. 2003, 6: 578-585. 10.1016/j.mib.2003.10.014.PubMedView ArticleGoogle Scholar
- Reid RP, Visscher PT, Decho AW, Stolz JF, Beboutk BM, Dupraz C, Macintyre IG, Paerl HW, Pinckney JL, Prufert-Beboutk L, Steppe TF, DesMaraisk DJ: The role of microbes in accretion, lamination and early lithification of modern marine stromatolites. Nature. 2000, 406: 989-992. 10.1038/35023158.PubMedView ArticleGoogle Scholar
- Stewart PS, Camper AK, Handran SD, Huang C, Warnecke M: Spatial distribution and koexistence of Klebsiella pneumoniae and Pseudomonas aeruginosa in biofilms. Microb Ecol. 1997, 33: 2-10. 10.1007/s002489900002.PubMedView ArticleGoogle Scholar
- Hallatschek O, Nelson DR: Life at the front of expanding population. Evolution. 2010, 64: 193-206. 10.1111/j.1558-5646.2009.00809.x.PubMedView ArticleGoogle Scholar
- Korolev KS, Xavier JB, Nelson DR, Foster KR: A quantitative test of population genetics using spatio-genetic patterns in bacterial colonies. Amer Naturalist. 2011, 178: 538-552. 10.1086/661897.View ArticleGoogle Scholar
- Veening JW, Kuipers OP, Brul S, Hellingwerf KJ, Kort R: Effects of phosphorelay perturbations on architecture, sporulation, and spore resistance in biofilms of Bacillus subtilis. J Bacteriol. 2006, 188: 3099-3109. 10.1128/JB.188.8.3099-3109.2006.PubMedPubMed CentralView ArticleGoogle Scholar
- Granek JA, Magwene PM: Environmental and genetic determinants of colony morphology in yeast. PLoS Genet. 2010, 6: e1000823-10.1371/journal.pgen.1000823.PubMedPubMed CentralView ArticleGoogle Scholar
- Kuthan M, Devaux F, Janderová B, Slaninová I, Jacq C, Palková Z: Domestication of wild Saccharomyces cerevisiae is accompanied by changes in gene expression and colony morphology. Mol Microbiol. 2003, 47: 745-754. 10.1046/j.1365-2958.2003.03332.x.PubMedView ArticleGoogle Scholar
- Sachs JL, Skophammer RG, Regus JU: Evolutionary transitions in bacterial symbiosis. Proc Natl Acad Sci. 2011, 108: 10800-10807. 10.1073/pnas.1100304108.PubMedPubMed CentralView ArticleGoogle Scholar
- Kreth J, Merritt J, Shi W, Qi F: Competition and coexistence between Streptococcus mutans and Streptococcus sanguinis in the dental biofilm. J Bacteriol. 2005, 187: 7193-7203. 10.1128/JB.187.21.7193-7203.2005.PubMedPubMed CentralView ArticleGoogle Scholar
- Dienes L: Reproductive Processes in Proteus cultures. Proc Soc Exp Biol Med. 1946, 63 (2): 265-70.PubMedView ArticleGoogle Scholar
- Senior BV, Larsson P: A higly discriminatory multi-typing scheme for P.mirabilis and P. vulgaris. J Med Microbiol. 1983, 16: 193-202. 10.1099/00222615-16-2-193.PubMedView ArticleGoogle Scholar
- Munson EL, Pfaller MA, Doern GV: Modification of Dienes mutual inhibition test for epidemiological characterization of Pseudomonas aeruginosa Isolates. J Clin Microbiol. 2002, 40: 4285-4288. 10.1128/JCM.40.11.4285-4288.2002.PubMedPubMed CentralView ArticleGoogle Scholar
- Budding AE, Ingham CJ, Bitter W, Vandenbroucke-Grauls CM, Schneeberger PM: The Dienes phenomenon: competition and territoriality in swarming Proteus mirabilis. J Bacteriol. 2009, 191: 3892-900. 10.1128/JB.00975-08.PubMedPubMed CentralView ArticleGoogle Scholar
- Be’er A, Ariel G, Kalisman O, Helmanc Y, Sirota-Madic A, Zhang HP, Florin EL, Payne SM, Ben-Jacob E, Swinneya HL: Lethal protein produced in response to competition between sibling bacterial colonies. Proc Natl Acad Sci USA. 2010, 107: 6258-6263. 10.1073/pnas.1001062107.PubMedPubMed CentralView ArticleGoogle Scholar
- Be’er A, Zhang HP, Florin EL, Payne SM, Ben-Jacob E, Swinney HL: Deadly competition between sibling bacterial colonies. Proc Natl Acad Sci USA. 2009, 106: 428-433. 10.1073/pnas.0811816106.PubMedPubMed CentralView ArticleGoogle Scholar
- Kerr B, Riley MA, Feldman MW, Bohannan BJM: Local dispersal promotes biodiversity in a real game of rock-paper-scissors. Nature. 2002, 418: 171-174. 10.1038/nature00823.PubMedView ArticleGoogle Scholar
- Nahum JR, Harding BN, Kerr B: Evolution of restraint in a structured rock-paper-scissors community. Proc Natl Acad Sci. 2011, 108: 10831-10838. 10.1073/pnas.1100296108.PubMedPubMed CentralView ArticleGoogle Scholar
- Fuller AT, Horton JM: Marcescin, an antibiotic substance from Serratia marcescens. J Gen Microbiol. 1950, 4: 417-33.PubMedView ArticleGoogle Scholar
- Ben Jacob E, Cohen I, Gutnick DL: Cooperative organization of bacterial colonies: from genotype to morphotype. Annual Review of Microbiology. 1998, 52: 779-806. 10.1146/annurev.micro.52.1.779.PubMedView ArticleGoogle Scholar
- Ben Jacob E, Shapira Y, Tauber AI: Seeking the foundations of cognition in bacteria: from Schrödinger's negative entropy to latent information. Physica A. 2006, 359: 495-524.View ArticleGoogle Scholar
- Ben-Jacob E, Becker I, Shapira Y, Levine H: Bacterial linguistic communication and social intelligence. Trends Microbiol. 2004, 12: 366-372. 10.1016/j.tim.2004.06.006.PubMedView ArticleGoogle Scholar
- Boles BR, Thoende M, Singh PK: Self-generated diversity produces ''insurance effects'' in biofilm communities. Proc Natl Acad Sci USA. 2004, 101: 16630-16635. 10.1073/pnas.0407460101.PubMedPubMed CentralView ArticleGoogle Scholar
- Koh KS, Lam KW, Alhede M, Queck SY, Labbate M, Kjelleberg S, Rice SA: Phenotypic diversification and adaptation of Serratia marcescens MG1 biofilm-derived morphotypes. J Bacteriol. 2007, 189: 119-130. 10.1128/JB.00930-06.PubMedPubMed CentralView ArticleGoogle Scholar
- Rosenzweig RF, Adams J: Microbial adaptation to a changeable environment: cell-cell interactions mediate physiological and genetic differentiation. Bioessays. 1994, 16: 715-717. 10.1002/bies.950161005.PubMedView ArticleGoogle Scholar
- Rosenzweig RF, Sharp RR, Treves D, Adams J: Microbial environment in a simple unstructured environment: genetic differentiation in Escherichia coli. Genetics. 1994, 137: 903-917.PubMedPubMed CentralGoogle Scholar
- Lee HH, Molla MN, Cantor CR, Collins JJ: Bacterial charity work leads to population-wide resistance. Nature. 2010, 467: 82-86. 10.1038/nature09354.PubMedPubMed CentralView ArticleGoogle Scholar