Biology · Bacteria & Archaea
Biofilms, microbial communication and collective behaviour
Two groups have the same number of signal-producing cells. One occupies a small retained volume; the other has twice as much surrounding fluid. Their signal concentrations need not match. Chemical communication reflects production, transport and loss as well as how many cells are present.
Cells, Membranes & Organisation introduces boundaries, ribosomes and DNA. Energy, Enzymes & Metabolism explains electron donors, acceptors and ATP. Phylogeny, Classification & the Tree of Life separates practical categories from ancestry. Here, a genome is inherited DNA information, metabolism is the network of chemical reactions, and a population is a defined group of cells. All numerical examples are original constructed cases; none requires growing, handling or testing microbes.
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Relate spatial organisation and chemical signalling to local conditions without treating a microbial community as one uniform cell.
A biofilm is a spatial community
Many microbes live in biofilms: structured assemblages associated with a matrix, often attached to a surface or organised as aggregates. The extracellular matrix contains materials outside the cells, commonly polymers such as polysaccharides, proteins and nucleic acids. Its composition varies. It can connect cells, retain water and enzymes, and influence movement of dissolved substances.
An attached cell is not necessarily a mature biofilm, and all biofilms do not have one shape or identical developmental stages. Communities can contain one lineage or several, including bacterial and archaeal members and sometimes eukaryotes. A matrix is not a membrane-enclosed nucleus, and living in a group does not merge the members into one organism.
Supply and consumption can create gradients. For example, oxygen arriving from surrounding water may be consumed faster than it reaches deeper regions. Local concentration depends on diffusion, reaction and flow. The figure supplies an assigned concentration profile and selected cell states; it is not a calculated diffusion solution, and depth alone does not dictate a universal state.
Local conditions in an assigned biofilm
Read the diagram in words
The selected oxygen profile decreases from 1 to 0.6, 0.2 and 0.05 at depths 1, 3, 5, 7. Four cells have separately assigned active, slow, dormant and dead states inside the matrix.
| Individual ID | Description | Schematic positions (x, y) |
|---|---|---|
| c1 | Assigned active cell | (2, 1.5) |
| c2 | Assigned slow cell | (6, 3) |
| c3 | Assigned dormant cell | (3, 5.5) |
| c4 | Assigned dead cell | (7, 6.5) |
| Depth in arbitrary diagram units | Assigned oxygen concentration · Model oxygen-concentration units |
|---|---|
| 1 | 1 |
| 3 | 0.6 |
| 5 | 0.2 |
| 7 | 0.05 |
| Description | Schematic positions or depth interval |
|---|---|
| Surrounding fluid | 0 → 1 |
| Extracellular matrix | (1, 1); (8, 1); (9, 4); (8, 7.5); (1, 7.5); (0.5, 4) |
| Attachment surface | (0, 7.5) → (10, 7.5) |
| Description | Schematic path endpoints (x, y) |
|---|---|
| Selected oxygen supply from fluid | (5, 0.2) → (5, 1.2) |
| Description |
|---|
| Active in this assignment |
| Slow in this assignment |
| Dormant in this assignment |
| Dead in this assignment |
Increasing y is deeper
Depth in arbitrary diagram units
Assigned oxygen concentration
Matrix outside the cells
Depth does not fix every cell's state
Assigned two-dimensional cross-section and oxygen profile, not a measured specimen or a diffusion-reaction solution. Cell states are individually assigned, not computed from oxygen or depth; other species/pathways can differ.
Neighbours can experience different conditions
Cells nearer one source may have more substrate than cells elsewhere. Some may grow actively while others slow, become dormant or die. Different lineages may use different pathways in the same local environment. Therefore a single average measurement can conceal important spatial and physiological variation.
A matrix can alter antimicrobial exposure, and slow growth or other cell states can change survival. These effects are not synonymous with inherited resistance. Some substances penetrate particular biofilms, and reduced killing can have several causes; neither a matrix nor a surviving cell proves that a resistance mutation exists. The later lesson separates these outcomes with distinct readouts.
Biofilms can also have ecological roles. Retaining extracellular enzymes near cells, consuming products made by neighbours and establishing gradients can support transformations that isolated cells would perform differently. Collective behaviour describes interacting outputs. It does not require a central planner or equal benefit to every member.
Communication is a response to chemical evidence
In quorum-sensing systems, cells produce and respond to signalling molecules, often changing gene expression as signal accumulates. Classic work on bacterial luminescence connected a changing medium to regulated light production. The word quorum is useful shorthand, but a receptor does not directly count every neighbour or read a population census.
Production per cell, signal breakdown, diffusion, fluid flow, confinement and receptor sensitivity affect the response. A dense community can have a low signal concentration if signal escapes rapidly. A confined small group can accumulate signal. Different organisms have different signalling systems, and a signal recognised by one lineage need not trigger the same response in another.
Signals and other shared products can coordinate attachment, resource use or other activities in particular systems. These are regulated molecular interactions, not conscious decisions. Communication also does not establish cooperation automatically: a product may benefit some neighbours, impose costs or alter competition. Its ecological effect requires evidence in the particular setting.
Follow a transparent signal balance
The signal model fixes ten cells in each compartment and one signal-amount unit produced by each cell per time step. Before new production is added, half of the previous signal amount remains. Compartments are well mixed with constant volumes of one or two model-volume units. Their concentration rule is Cnext = 0.5C + 10/V, starting from zero, where V is that compartment's volume.
An assigned receptor response is on whenever the recorded concentration reaches at least nine model units. That threshold is illustrative, not a measured quorum-sensing constant. The smaller compartment records 0, 10, 15, 17.5 and 18.75. The larger records 0, 5, 7.5, 8.75 and 9.375. Both contain ten cells, but the response first becomes on at step one versus step four.
The concentration contrast follows dilution and the stated loss rule. It does not establish that real signalling molecules behave this way or that every cell in a real biofilm senses one uniform value. The model holds production and cell count fixed to isolate one effect; changing those assumptions could change the outcome.
Equal cell counts, different signal volumes
Read the diagram in words
Small compartment concentrations 0, 10, 15, 17.5, 18.75 turn the assigned response on at step 1. Larger compartment 0, 5, 7.5, 8.75, 9.375 turns it on at step 4. Fixed points are 20 and 10.
| Model time step | Signal concentration in model units | Assigned threshold response |
|---|---|---|
| 0 | 0 | × |
| 1 | 10 | ✓ |
| 2 | 15 | ✓ |
| 3 | 17.5 | ✓ |
| 4 | 18.75 | ✓ |
| Description | Assigned model value |
|---|---|
| Model volume | 1 |
| Cells | 10 |
| Fixed concentration under the unchanged rule | 20 |
| Model time step | Signal concentration in model units | Assigned threshold response |
|---|---|---|
| 0 | 0 | × |
| 1 | 5 | × |
| 2 | 7.5 | × |
| 3 | 8.75 | × |
| 4 | 9.375 | ✓ |
| Description | Assigned model value |
|---|---|
| Model volume | 2 |
| Cells | 10 |
| Fixed concentration under the unchanged rule | 10 |
| Description | Assigned model value |
|---|---|
| Cells | 10 |
| Signal-amount units added per cell per model step | 1 |
| Retained | 0.5 |
| Before the change | 0 |
| Assigned response threshold: 9 | 9 |
| Cells | Model volume | Fixed concentration under the unchanged rule | Assigned response threshold: 9 | Assigned threshold response |
|---|---|---|---|---|
| 4 | 1 | 8 | 9 | × |
on if C is at least 9
Cnext = 0.5C + 10/V
Assigned response threshold: 9
Model time step
Signal concentration in model units
Ten producers in each compartment
Half retained, then new production added
Fixed point under an unchanged rule
Well-mixed fixed cell counts and volumes. Each cell adds one signal-amount unit per model step; half the prior amount remains before the next addition. Threshold is illustrative, not an empirical constant; no feedback or spatial gradients.
Worked example
Recalculate one signal step
For the two-volume compartment at step two, C = 7.5. Half remains, contributing 3.75, and the next production adds 10/2 = 5. The next concentration is 8.75, still below the threshold nine. One step later, 0.5 × 8.75 + 5 = 9.375, so the assigned response becomes on.
The limiting fixed concentration for that unchanged rule satisfies C = 0.5C + 10/V, giving C = 20/V. The fixed points are twenty and ten for volumes one and two. This is a property of the recurrence, not proof that a living system inevitably settles there: the model omits division, feedback, spatial variation and changed loss.
Check your understanding
Do all cells in one biofilm necessarily have the same growth rate and oxygen supply?
Show reasoning
No. Local supply, consumption and different cell physiology can create variation. A whole-biofilm average cannot by itself describe each cell or establish the mechanism of every local state.
Why does the larger signal compartment respond later even though it contains the same ten cells?
Show reasoning
Each step's ten signal-amount units are distributed through twice the volume, adding five rather than ten concentration units. With the same half-retention rule and threshold, its concentration reaches nine later.
If only four cells produce signal in volume one under the same rule, what is the fixed concentration and can it reach the threshold from zero?
Show reasoning
The recurrence becomes Cnext = 0.5C + 4, with fixed concentration eight. Starting from zero it approaches eight from below, so it does not reach the assigned threshold nine under those unchanged assumptions.
What to carry forward
Local gradients and chemical balances help explain collective behaviour; neither an average count nor a signal threshold describes every community.
References
Resources supporting this lesson’s explanations and examples.
- The biofilm matrixHans-Curt Flemming and Jost WingenderResearch abstract
- Cellular Control of the Synthesis and Activity of the Bacterial Luminescent SystemKenneth H. Nealson, Terry Platt and J. Woodland HastingsResearch abstract
- Microbiology — selected cell, growth, metabolism and inheritance sectionsNina Parker, Mark Schneegurt, Anh-Hue Thi Tu, Philip Lister and Brian M. ForsterOpen textbook — selected sections3.3 Prokaryotic cell features9.1 How Microbes Grow9.2 Oxygen requirements8.1 Energy, matter and enzymes8.3 Cellular respiration8.4 Fermentation8.6 Photosynthesis11.6 Prokaryotic genetic diversity15.2 Disease-causing relationships
- Antibiotic resistance and persistence — Implications for human health and treatment perspectivesMarkus Huemer, Srikanth Mairpady Shambat, Silvio D. Brugger and Annelies S. ZinkernagelScientific review — selected definitions and mechanism text