Background

In the kinetic experiment, the fluorescence signal of the proteins CsgA and CsgA-GFPmut3 (I13504) proteins expressed by our constructs was recorded in time. Besides fluorescence, we measured the OD600 of our cultures in order to normalize the fluorescence signal per cell. The main goal of this experiment was to see, if different induction levels with increasing rhamnose concentrations would lead to a higher production of CsgA. If this was true, the quantity of produced CsgA present in the medium could be controlled. This degree of control is key to achieving our main goal; making a biofilm with reproducible strength.

The obtained results can be used to calculate the promoter strength at different induction levels of rhamnose in our model. In order to use the mathematical model previously constructed in the modeling section, it has to be fitted to GFPmut3 units/cell/second. Therefore, we set up a calibration curve with exactly the same settings as the fluorescent experiment in order to correlate fluorescence signal to units of GFPmut3 per cell.

Methodology

In this experiment, the strains ∆csgA – csgA- I13504 and ∆csgA – csgA strain were both induced with rhamnose at different concentrations. The different induction levels can be found in Table 1.

All conditions (ID 1 – 6) were carried out in triplicates for accurate statistical analysis of the data. The different cultures were grown and induced in a 96-well plate. The OD600 and the fluorescence signal was recorded with a plate reader during an 18-hour period at 30°C.

Results and discussion

In Figure 5, the fluorescent signal was normalized with the number of cells and plotted as a function of time. The red bars denote the error within each ID.

As observed in Figure 5, only the strains carrying the csgA-GFPmut3 construct induced with 0.2% (w/v) and 0.5% (w/v) showed a clear increase in fluorescence signal over time. The rest of the cultures, didn’t show significant fluorescence over time.

Furthermore, we have showed that increasing concentrations of rhamnose lead to increasing amounts of produced csgA-GFPmut3 and thus fluorescence. Finally, as the fluorescence signal is normalized by the cell density, one can make statements about the activity of the rhamnose promoter. The promoter seems to not be active directly after induction, but activity is observed after a time period of 3 to 4 hours. This is in accordance with data from literature (Wegerer et. Al, 2008), in which low fluorescence levels were observed after 2 hours of induction of the rhamnose promoter.

The calibration line of fluorescence versus mass amount GFPmut3 is given in Figure 6.

The corresponding function of the GFPmut3 calibration line is:

With mass_GFP in ng.

In the modelling, the fluorescent data in Figure 5 will be further converted to molecules GFPmut3/cell and the promoter activity will be calculated for both the 0.2% (w/v) and 0.5% (w/v) level of rhamnose induction. With this kinetic experiment, we have proven that our csgA-GFPmut3 construct is able to produce different levels of GFPmut3 by varying the rhamnose concentration.

Background

With our biofilm formation model we aimed to estimate how many times the nanowires overlap in order to predict the biofilm strength. One of the variables required for this model is the persistence length. In order to determine it, we have to visualize the nanowires produced by our engineered bacteria. Moreover we wanted to visualize the difference between induced and uninduced cultures containing the csgA_pSB1C3 plasmid with a rhamnose inducible promoter. These experiments required using an electron microscope.

Electron microscopes use electrons to visualize nano-objects, such as the curli nanowires. In the large “gun” the electrons get enough space to accelerate before they illuminate the sample. As shown in Figure 7 after the electrons are fired by the gun, an electric field of several thousand volts is applied to the electron beam in order to point this to the sample. In the case of an TEM, the electrons pass through the sample where the detector can detect the sample (Boysen & Muir, 2011).

Methodology

At first we measured an OD600 of 3.00 of an overnight culture of ∆csgA_csgA_pSB1C3 cells. We diluted the sample down to an OD600 of approximately 0.05, with LB medium + CAM (antibiotic, chloramphenicol). To achieve an end volume of 4 mL we took 67 µl of the overnight culture and 3933 µl of LB + CAM. We let the cells in the new sample grow for 1.5 hour at 37°C to reach the exponential phase (OD between 0.35-0.60). After the cells reached the exponential phase, we induced 1 mL of the culture with 1% rhamnose (250 µl from our 5% rhamnose stock) and also took 1 mL sample of the uninduced culture. We incubated both samples overnight at room temperature to allow the production of nanowires. Finally, the samples were directly added to the grid and the following TEM pictures were taken.

Results

In Figure 8, both the situation, pictured with TEM, without induction (the left one) and with induction (the right one) are shown with a magnification of 7300 x. The situation in which there was no induction with rhamnose, the bacteria did not show any curli formation. The opposite was true for the case in which the cells were induced with rhamnose. As the TEM picture clearly shows, nanowires are present after induction.

Background

The bacteria that we engineered for the project are capable of producing curli proteins after induction with L-rhamnose. However, the goal of our project is the printing of biofilms and not the sole overexpression of these proteins. In order to assess whether our CsgA-producing bacteria can make a biofilm or just remains planktonic, our team adapted the protocol from Zhou et al. (2013) that employs crystal violet (methyl violet 10B) for dying the biofilm-making bacteria that attach to surfaces.

According to the source article (Zhou et al., 2013), a deficient mutant of Escherichia coli is unable to produce a biofilm. By performing this experiment, we want to go further in characterizing our curli proteins; we want to answer this question: are we really making biofilms?

Methodology

In the experiment, our CsgA-producing strain of E.coli is induced at a high (0.5% w/v), low (0.2% w/v) and no (0% w/v) concentration of L-rhamnose. Furthermore, csgA deficient bacteria transformed with an empty plasmid (pSB1C3) are also tested and used as a control (Table 2.). All the experiments were carried out in triplicates.

The cultures of both strains were grown and induced in a 96-well plate. 40 hours after the induction, the samples were washed with water (in order to disregard non-attached, planktonic cells) and dyed with crystal violet (figure 9.).

Results and discussion

In the end, the wells were diluted with ethanol so all the content can dissolve in the liquid phase. We measured the absorbance at 590 nm of wavelength for all the samples, obtaining the following results (figure 10.):

The cells induced with l-rhamnose showed an increased absorbance at 590 (the peak of the dye) when compared to the empty-plasmid controls, and also with the non-induced sample. That results clearly demonstrate how our engineered cells with BBa_K1583000 successfully make biofilms, regarding that the empty plasmid controls and the analysed samples have significantly (table 3.) higher crystal violet retention. On the other hand, a higher concentration of rhamnose is not leading to a higher expression. The cells induced with a 0.2% w/v of rhamnose seem to create better a biofilm structure. However, this could be a consequence of different growth patterns; the cultures induced with 0.5% w/v of rhamnose could have stopped duplicating earlier, so the cell concentration could have decreased. So, the dyed area could be consequently smaller.

Background

For the kinetic model(add here link to modelling), we needed to determine the internal concentration of csgA. We cloned a CsgA gene, with a C-terminus His tag, in the construct in a CsgA deficient strain. The His-tag would give us the advantage to use multiple techniques, for measuring the amount of CsgA proteins. Based on the kinetic experiment with GFPmut3, we obtained an internal amount of CsgA in the order of 104 molecules/cell. To validate whether this value was plausible we decided to use a sensitive, and an accurate method: the Western Blot.

Methodology

Experiment 1: Qualitative analysis of internal CsgA_His protein

We performed the Western Blot according to protocol 24. The following samples (Table 4) were used for performing the Western Blotting experiment.

Alternative steps were done during step 5 of the protocol. After incubation we removed the medium, by centrifugation at 4000 rpm for 15 minutes at 4000 rpm. The supernatant was discarded, and the cells were resuspended in sample buffer to obtain an OD600 of 10. The cells were then heated for 10 minutes at 95°C, followed by centrifugation for 5 minutes at 32000 rpm at 4°C. This was then continued with step 6. For step 6, we added 10 µl per slot in the SDS page gel.

Experiment 2: Quantitative analysis of the internal CsgA_His protein.

We executed a second experiment to quantify the amount of CsgA_His present in the ΔcsgA_csgA strain. We compared this amount by using a the T-SSRA madrid proteïn solution. T-SSRA madrid proteïn solution has a set amount of proteins with the His tag on it. Therefore by using the Lambert-Beer law, the concentration of proteïn was calculated to be 200µM. We used a dilution series of 1/10, 1/25,1/50, 1/100, 1/500, 1/1000 (Table 5) in order to make a calibration curve.

The Western Blot protocol (nr 24) was followed, as executed in experiment 1.

Results and discussion

Experiment 1: Qualitative analysis of internal CsgA_His protein

In Figure 11A, the SDS page gel is shown. The gel is too condensed to visualize a difference between the non-induced and induced samples, because the gel was overloaded.

We saw in figure 11B a band in lane 4 and 8, with a size of circa. 17 kDA. The lanes correspond to the strain ΔcsgA_csgA_his induced rhamnose, after 5 hours and 24 hours of induction. The antibodies bind specifically to the His-tag of proteins, which did not bind to the ΔcsgA_csgA samples, line 1, 2, 5 and 6. Therefore it can be concluded that the strain ΔcsgA_csgA_his produced his-tagged CsgA proteins. The effect of rhamnose was visible when compared to the samples with ΔcsgA_csgA_his without rhamnose induction, lane 3 and 7. There are no bands visible, therefore rhamnose induces the production of CsgA_His. We can conclude with experiment 1 that the antibodies bind specifically to CsgA_His proteins. The CsgA_His proteins are only present when induced with 0.5% rhamnose.

Experiment 2: Quantitative analysis of the internal CsgA_His protein.

With experiment 1 we proved that the antibodies bind to CsgA_His proteins. The CsgA_His strains produced CsgA_His after induction with 0.5% rhamnose. We executed experiment 2 to determine the internal concentration of CsgA_His proteins, by comparing the bands with the bands of known concentrations of CsgA_His proteins.

As seen in figure 12, the bands of the calibration curve were visible. The bands of the ΔcsgA_csgA_His were not visible. We still wanted to know the correlation between the thickness of the band, and the concentration of internal CsgA_His. We solved this by comparing the band in lane 8 from figure 11B with the bands seen in figure 11A, to acquire an approximation of the total concentration. The bands in lane 4, and 5 (right to left) were too saturated to measure with the Typhoon. The band in figure 2 was thinner than the two highest concentrations, therefore we removed the last two points from the calibration line.

The trend line of the concentration (in µM) versus intensity has a formula of:

Intensity = 509067 · [concentration] + 792496

We calculated from figure 11B that the average intensity of our samples 2.3*10^6 was. We used the calibration curve (figure 13) we made with the dilution series to determine the average CsgA-His amount per well to be 2.75 μM. The amount of sample we loaded on the gel was 10 µl, therefore the amount of CsgA_His protein in the lane 2.7510-5µmol.

The cell concentration was set to an OD600 of 10 at the beginning of the experiment, which corresponds to 8109 cells/ml. 10 µl of this suspension was loaded per gel slot. With the number of cells and the amount of CsgA per slot known we were able to calculate the number of CsgA proteïns per cell: 2.06105 molecules/cell.

Background

The bacteria that we engineered for the project are capable of producing curli proteins after induction with L-rhamnose. We assessed whether our CsgA-producing bacteria can make a ring-shaped biofilm by adapting the protocol from Zhou et al. (2013) using crystal violet for dying the biofilm-making bacteria. However, now we would like to know if the cells that we engineered to have a special affinity for different surfaces can also make biofilms. For that reason, we repeated the assay with crystal violet for the different strains that produce CsgA but contained in a different plasmid.

Methodology

In the experiment, our CsgA-producing strain of E. coli is induced at a high (0.5% w/v), low (0.2% w/v) and no (0% w/v) concentration of L-rhamnose. Furthermore, csgA-deficient bacteria transformed with an empty plasmid (pSB1C3) are also tested and used as a control (Table 7). All the experiments were carried out in triplicates. A summary of the samples used for the experiment is also shown in Table 7:

The cultures of all the transformed strains were grown and induced in a 96-well plate. 40 hours after the induction, the samples were washed with water (in order to disregard non-attached, planktonic cells) and dyed with crystal violet. Finally, the wells were filled with ethanol so all the content can dissolve in the liquid phase and be measured in the plate reader in triplicates.

Results and discussion

The absorbance at 590 nm of wavelength is measured for all the samples, obtaining the following results displayed as bar plots (figure 14, 15, 16, 17, and 18):

As we also observed in the crystal violet assay for the plasmid containing the csgA gene, the sample that can also express RFP as a reporter gene is also able to make a biofilm. That confirms that this strain can be used for the experiments of characterization of the 3D printing, as the reporter gene expression is not interfering in the biofilm-making ability.

On the other hand, the tagged CsgA proteins seem to have biofilm-making capability despite having a peptidic modification in the structure. To confirm that there is a real change between the analysed samples and the empty plasmid control, a significance analysis was performed for α=0.05 (Table 8.).

The significance analysis shows how all the samples with a modified CsgA can efficiently create a biofilm, when compared with an empty plasmid control (i.e. without csgA expression). The sample with CsgA and RFP as reporter gene, when induced with 0.5% w/v of rhamnose, shows no significant difference with an alpha value of 0.05. However, if we look at the p-value (0.0503) we can see that it is actually really close to a 5% of significance. So, the variation could be due to the manipulation.

We could conclude that the tags added to the CsgA molecule do not have a negative effect on biofilm formation, but also that the rhamnose concentration used for induction do not have a remarkable effect for such a long induction. Now that the biofilm capability of these strains is proved, proper function tests for the affinity tags are required. With that, we could confirm that we have generated biofilm with special affinity for certain surfaces.

Background

In our research for a highly representative biofilm that could be used for testing products, we thought about the main surfaces where a non-desirable biofilm can be attached. The first structure that came into our minds was the dental cavity; there, biofilms can attach to the tooth cover and create strong and resistant biofilms (Kidd, E.A., et al, 2004).

In our research about the dental surface we found that the external part that protects the inner tooth fragments is the enamel. Hydroxyapatite (Ca10(PO4)6(OH)2), also known as bone mineral, is a mineral compound that represents the major inorganic part of the dental enamel and dentin (Staines,M. et al, 1981). Thus, we looked forward to a way to make our biofilm attach better into a hydroxyapatite-covered surface.

In the end, we found that our homemade biofilm could be improved with surface-specificity just by adding a particular tag attached to our amyloid protein, CsgA (Roy,M. et al, 2008). This tag, successfully added to our csgA construct and cloned in our vehicle strain, does successfully make biofilms when induced with rhamnose. However, we thought that the best way to prove that it can resemble a real mouth-attached biofilm is testing it with teeth!

Methodology

For the experiment aiming to prove that our biofilm can be strongly linked to the enamel surface, we managed to get some teeth from a cow (Bos taurus) (figure 19.). We cut them in small pieces of similar size (~1cm3) and place them in a 96-well plate. Afterwards the well was filled with 5 mL of cell culture, induced and incubated for 40 hours at room temperature, without shaking. The strains used for the investigation are summarized in table 9:

Once the dental pieces had enough time to be covered with specific curli-generating cells, we designed two different protocols for measuring the efficiency of the affinity tag. In both cases, the cells were expressing RFP (red fluorescent protein) under a constitutive promoter. Thus, the number of cells that remained attached to the surface could be calculated out of the fluorescence intensity.

We tried to measure the remaining cells attached to the dental surface after submerging it in water for 2 seconds. The first approach included a direct measurement technique: measuring RFP presence using a Typhoon ® Fluorescence Scanner (figure 20).

On the other hand, we also measured the cells attached to the tooth by putting the samples in an ethanol (70%) solution for 5 minutes. Consequently, the cells will detach and float in the supernatant. When we measure the fluorescence intensity of this ethanol supernatant, we will be able to discriminate if there is actually a difference in the attachment properties of tagged and untagged cells. Detailed information of the nomenclature used in the figures of this section can be found in table 10.

Results and discussion

We tested the RFP presence in the tooth samples (figure 21) with a fluorescence scanner, obtaining the following results (figure 22):

The results of this experiment showed a strong background from the samples, meaning that probably the teeth display some kind of self-fluorescence. Consequently, the results of this test cannot be considered for proving the affinity to hydroxyapatite of our biofilms.

Then we performed the second measurement assay, using a 96-well plate and the plate reader. The results are displayed in figure 23, and the parameters were confirmed using the supernatant of the CsgA producing cells with no ethanol treatment.

From the results shown above, we could conclude that our affinity tag for hydroxyapatite gives an actual difference when compared with the control samples, for significance level of 5%. Also, the statistical analysis confirms that there is a significant change between cells with the affinity tag and without it (Table 11).