An organized overview of all experiments conducted in the six weeks of lab time, aimed at exploration and optimization of the Binanox microbial factory
Experiments aimed at exploration and identification of feasible ideas, which were employed in the subsequent experiments
Experiments aimed at optimization of PTT-optimized nanoparticle production using Binanox
Experiments aimed at elucidating certain aspects of nanoparticle production using bioreduction
Experiments aimed at testing the scale-up opportunities of Binanox, as well as proof of concept
Dates: 07.07-09.07
Duration: 2.5 days
Goal: Check (through absorbance) whether we can obtain bimetallic nanoparticles by adding silver and gold ions at the same time. We also aimed to check if adding different concentrations would influence the absorbance readings.
Method: Test the influence of [HAuCl4]:[AgNO3] ratio (1:10, 1:15, 1:20, 10:1, 15:1, 20:1) and various HAuCl4 concentrations on nanoparticle production with a cell system (liquid culture of E. coli BL21) by measuring absorption spectra. For this experiments, the salts were added simultaneously
Hypothesis: According to literature, 10:1 ratio is the most optimal1
while the concentration for a biological system is 1 mM of AgNO3 2.
Results: Raw Absorbance Data, TEM pictures
Conclusion: Most absorbance measurements exceeded the reliability threshold of 1-1.2, so the measurements were discarded. Our team was not aware of this threshold until intervention by supervisors, which occurred only after the first week of experiments. The TEM pictures showed that the used concentrations were too high, so higher dilution was necessary.
Discussion:
Dates: 12.07-18.07
Duration: 6 days
Goals:
Method: Carry out nanoparticle synthesis with the different conditions in 50 ml flasks over a span of 3 days. Measure the absorbance twice a day.
Hypothesis:
Protocol:
Notes:
*We took out 500 ul for measurements after 3 days, so the concentrations are not a 100% correct
Results
Fig. 1 | Absorbance measurements of wildtype E.coli BL21 in combination with 1mM HAuCl4 and 1 mM AgNO3. After 1, 2, and 3 days with two measurements per day.
Fig. 2 | Absorbance measurements of wildtype E.coli BL21 in combination with 10mM HAuCl4 and 10 mM AgNO3. After 1, 2, and 3 days with two measurements per day.
Conclusion:
Date: 20.07-23.07
Duration: 3.5 days
Motivation: Our goal was to obtain a cell-free system for nanoparticle production, so we wanted to test sonication as a possible technique to obtain a cell-free system for bioreduction.
Goal: Test nanoparticle production with a system of WT E. coli BL21 lysed by sonication.
Method: Perform nanoparticle synthesis with such a sonicated biological system. Test different sonication settings to find an optimum (20/30/40s x2). Compare a cell system to supernatant to cell debris and LB medium.
Hypothesis: Longer sonication would lead to lysis of more cells and, therefore, to a higher total concentration of reducing agents in the sample. This would lead to a higher nanoparticle yield and, therefore, higher absorbance values.
Notes:
Fig. 3 | Plates showing bacterial growth after sonication
Results:
Fig. 4 | Absorbance measurements after 0h of cell free extract after different sonication settings. Sonication settings were 20s, 30s, or 40s. Different concentrations of silver were tested in combination with different volumes of cell free extract.
Fig. 5 | Absorbance measurements after 72h of cell free extract after different sonication settings. Sonication setting were 20s, 30s, or 40s. Different concentrations of silver were tested in combination with different volumes of cell free extract.
Fig. 6 | Absorbance measurements of components of cell system after exposure to different concentrations of silver after 0h. The different concentrations of silver were: 1 mM, 5 mM, and 10 mM.
Fig. 7 | Absorbance measurements of components of a cell system after exposing to different concentrations of silver after 72h. The different concentrations of silver were: 1 mM, 5 mM, and 10 mM.
Conclusion:
Dates: 09.07-12.07
Duration: 3.5 days
Goal: Prevent aggregation of nanoparticles during synthesis by using surfactants.
Method: Add surfactant prior to beginning nanoparticle synthesis. The tested surfactants were: Triton X-100, Tween 20, SDS, Nonidet.
Hypothesis: No review was done on whether one surfactant should perform better than others. The point of the experiment was to see whether this step would have any beneficial effect on preventing agglomeration of nanoparticles.
Protocol: Testing Four Surfactants and Concentrations
Notes:
Results:
Fig. 8. | Absorbance measurements of BL21 supernatant grown on LB-nitrate with addition of different surfactants. The added surfactants were: nonidet, SDS, trition, and tween. The surfactants were added prior to starting the nanoparticle synthesis. After which, 1mM silver salts were added.
Fig. 9. | Absorbance measurements of BL21 supernatant grown on LB-nitrate with addition of different surfactants. The added surfactants were: nonidet, SDS, trition, and tween. The surfactants were added prior to starting the nanoparticle synthesis. After which, 1mM silver salts were added. Absorbance measurements were done after 72h.
Fig. 10. | Absorbance measurements of BL21 supernatant grown on LB-nitrate with addition of different surfactants. The added surfactants were: nonidet, SDS, trition, and tween. The surfactants were added prior to starting the nanoparticle synthesis. After which, 1mM silver salts were added. After 72h, also 0.5 mM gold salts were added.
Fig. 11. | Absorbance measurements of BL21 supernatant grown on LB-nitrate with addition of different surfactants. The added surfactants were: nonidet, SDS, trition, and tween. The surfactants were added prior to starting the nanoparticle synthesis. After which, 1mM silver salts were added. After 72h, also 0.5 mM gold salts were added. Absorbance measurements were performed 48h after adding the gold salts.
Conclusion: The obtained absorption spectra did not point at any benefit of using surfactant. Due to the restricted lab time, it was decided to proceed without using surfactants in the following experiments.
Date: 12.08-15.08
Duration: 3.5 days
Goal: Test the influence of growing WT E. coli BL21 in different media on the bioreducing qualities of the supernatant
Method: Use supernatants of liquid cultures of WT E. coli BL21 grown in 3 different media (LB, MH broth, TSBS) in combination with salts of gold (HAuCl4) and silver (AgNO3) to produce nanoparticles.
Hypothesis: Based on literature review, MH Broth is the most promising medium2.
Protocol: Three Broths Cell Free
Notes:
Results:
Fig. 12 | Absorbance measurements of wild type E.coli BL21 supernatant grown on different media in combination with silver (0.3 mM) and gold (3 mM) salts. The different media were: 2xYT, LB, MH broth, and TSBS.
Fig. 13 | Absorbance measurements of different media in combination with silver (0.3 mM) and gold (3 mM) salts. The different media were: 2xYT, LB, MH broth, and TSBS.
Discussion:
Date: 09.08-11.08
Duration: 2.5 days
Goal: Identify if the addition of nitrate to the growth medium has a beneficial effect on the synthesis of nanoparticles.
Method: Test if the supernatant obtained from WT E. coli BL21 grown on LB-Nitrate performs better than the supernatant obtained from LB in the synthesis of nanoparticles
Hypothesis: As seen in the reference paper, LB-Nitrate supernatant should contain more reducing agents (primarily nitrate reductases), which will accelerate the formation of nanoparticles.
Protocol: LB vs LB-Nitrate
Notes:
Results:
Fig. 14 | Absorbance measurements of wild type E.coli supernatant grown on LB or LB-nitrate in combination with silver (0.1mM) and gold (1mM) salts after 24 hour.
Fig. 15 | Absorbance measurements of wild type E.coli supernatant grown on LB or LB-nitrate in combination with silver (0.1mM) and gold (1mM) salts after 48 hour. Samples were diluted 10 times and medium was removed since it was contaminated.
Discussion:
Date: 29.07
Duration: 0.5h
Goal: Identify the relevant range of [HAuCl4]:[AgNO3] for ascorbic acid modeling experiments.
Method: Due to the fact that we wanted to do modeling with a biologically relevant pH range 5-9. And the paper1 that we used as a reference used pH 3, we had to identify a range of ratios that would be tested within the Modeling experiment.
Hypothesis: We expected the ratio to not be equal to 10:1, since the reducing capacity of ascorbic acid is dependent on the pH.
Protocol: Chemical Synthesis
Results:
Fig. 16 | Absorbance measurements of nanoparticles formed using ascorbic acid with six different gold and silver concentrations (n = 3). The highest average absorbance at 800 nm was found for a ratio of 0.20 mM gold and 0.10 mM silver.
Conclusion: It was not clear what the optimal ratio was.
Date: 25.07-01.08
Duration: 6.5 days
Goal: Synthesize luminescent dendritic gold and silver nanoparticles using luminol.
Method: First use a liquid culture of WT E. coli BL21 to produce spherical silver nanoparticles during 3 days, then add luminol and HAuCl4 to induce the formation of golden spikes on these spherical nanoparticles.
Hypothesis: We expected to obtain dendritic gold and silver nanoparticles.
Protocol:
Notes:
Luminol experiment:
Luminescence experiment:
Results:
Fig. 17 | Absorbance measurements of wildtype E.coli BL21 in combination with luminol and silver and gold salts.
No quantifiable results are provided for the Luminescence experiment, however no luminescence was observed
Conclusion: Contrary to our expectations, this experiment did not yield luminescent dendritic nanoparticles. Therefore, the luminol research line was not continued. However, theoretically it is a very interesting field for research.
Date: 15.08-17.08 and 23.08-25.08 (repeated in triplo)
Duration: 1.5 days
Goals:
Method: Use supernatants of liquid cultures of WT E. coli BL21 grown in 4 different media (LB, LB Low Salt, MH Broth, TSBS) in combination with salts of gold (HAuCl4) and silver (AgNO3) to produce nanoparticles. Also test whether lysing the liquid culture prior to obtaining the supernatant is beneficial.
Hypothesis:
Protocols:
Results:
Fig. 18 | Absorbance measurements of wild type E.coli BL21 supernatant grown in different media in combination with silver and gold salts. The different media tested were: LB, LB low salt, MH broth, and TSBS. Measurement done after 24 hour.
Fig. 19 | TEM pictures of nanoparticles formed in two different media using supernatant. A) Three TEM pictures formed in LB medium. Aggregates are still formed, but distinctive nanoparticles can be identified. B) Three TEM pictures of nanoparticles formed in MH medium. No aggregates are observed, formation of urchin-like nanoparticles.
Conclusion:
Based on the absorbance measurements at 800 nm (Fig. 18) and the TEM pictures, the highest absorbance, paired with less agglomeration, was observed for non-lysed MH supernatant. Therefore, for the following experiments using supernatant for nanoparticle production, proceed with MH medium and do not lyse the cell culture prior to obtaining the supernatant.
Discussion:
It was noticed that higher absorbance is not equal to a better quality of the sample. This could be caused by the accidental absorbance of nanoparticle agglomerates. Formation of such agglomerates is undesired for the application in PTT, since agglomerates of bigger sizes could have a much higher toxicity. It is, therefore, always advised to use absorbance measurements in combination with TEM micrographs to evaluate the quality of the produced nanoparticles.
The spectra also showed the ability of media to convert salts of metals into nanoparticles. This was an unexpected discovery, so Supplementary Experiments 8 and 9 were set up to determine which constituents of the media were responsible for producing the nanoparticles.
Potential explanations for the fact that the cell lysate performs worse than the non-lysed supernatant are:
Date: 10.08
Duration: 4h
Goal: identify which ratio of HAuCl4:AgNO3 is optimal for the production of nanoparticles with the highest absorbance at 800 nm, using ascorbic acid.
Method: use chemical synthesis with ascorbic acid to test the following ratios: , and compare them based on the intensity of absorbance at 800 nm.
Hypothesis: based on literature, the ratio of 10:1 is optimal2.
Protocol: Chemical Synthesis of Nanoparticles Using Ascorbic Acid Modeling
Notes: We noticed that if the time in between adding AgNO3, HAuCl4, and Ascorbic Acid varied a lot, that the color of the solution also varied (in between replicates). So we tried to make sure there was very little variation.
Results:
Fig. 20 | Absorbance measurements of chemical nanoparticles produced using ascorbic acid with different concentrations of silver and gold salts. Nanoparticles were produced at different pH: A.) pH 5, B.) pH 7, C.) pH 9.
These absorbance plots were used to obtain an interactive model, which can be found on the Engineering page and the Modeling page.
Conclusion: 1.85:1 is the optimal molar ratio of HAuCl4:AgNO3 for the synthesis of nanoparticles with the highest absorbance at 800 nm. Therefore, in all following experiments this ratio is used. Further discussion of the methodology and the implications of the results are provided on the Modeling page.
Date: 16.08-19.08
Duration: 2.5 days
Goal: identify which concentrations of HAuCl4 should be used for the modeling experiments with supernatants of WT E. coli BL21 grown on MH.
Method: Obtain absorbance measurements for biologically synthesized nanoparticles in range of concentrations of HAuCl4 = [0,2,4,6,8] mM and establish the adequate range for modeling.
Hypothesis: From preliminary experiments we saw that a concentration of 10 mM for HAuCl4 did not have a beneficial effect on nanoparticle formation. Therefore, the optimum was expected to lay between 1 and 8 mM.
Notes:
Results:
Fig. 21 | Effect of HAuCl4 concentration on the absorption spectrum of biologically synthesized nanoparticles. Experiments were performed with Escherichia coli BL21 supernatant and varying concentrations of HAuCl4. The silver:gold salts ratio was 1:1.85.
A, Full absorption spectrum, dotted lines represent standard error (n = 3). B, Barplot of the A800 nm for the same measurements. Error bars represent standard error (n = 3).
Conclusion: The highest absorbance was obtained in the range below 8 mM. Therefore, for the subsequent modeling the adequate range was established to be 2-6 mM HAuCl4.
Date: 24.08-26.08
Duration: 1.5 days
Goal: identify the optimal synthesis conditions (pH, T°C, [HAuCl4]) for producing nanoparticles with a high absorbance at 800 nm, using a supernatant of WT E. coli BL21 grown in MH. Various optimization objectives were analyzed.
Method: use 3 equidistant values for the three variable conditions to identify the optimum combination with the help of Box-Behnken design.
Hypothesis:
Protocol: Differing pH, T(°C), [Au3+] modeling
Notes:
Results are provided on the Modeling page, due to the verboseness of the obtained results for all optimization objectives.
Conclusion: Synthesis conditions have been optimized for a variety of objectives, which might depend on the production process prerequisites. An enumeration of the results and implications of those are discussed on the Modeling page.
Date: 24.08-26.08
Duration: 1.5 days
Goal: test the influence of overexpressed ASKA genes (copA, napA, cueO, melA) on nanoparticle production.
Method: Compare the effect of adding a cell lysate that contains an overexpressed protein of interest on the properties of the produced nanoparticles.
Hypothesis: All these proteins have been shown to increase the reduction rate of silver nanoparticles, therefore a higher yield (shown as higher absorbance) is expected over the same time span.
Protocol: Testing the influence of copA, napA, cueO, melA E. coli genes on nanoparticle production
Notes:
Results:
Fig. 22 | Bar plots showing the absorbance at 800 nm for samples of nanoparticles synthesized with supernatant of MH, with addition of overexpressed Escherichia coli proteins: CopA, CueO, MelA and NapA. A comparison was held between wildtype (control) and samples that contained the overexpressed proteins. Error bars represent standard error (n = 3). See Results pages for full spectra, including those of control samples.
Fig. 23 | Absorbance measurements of nanoparticles synthesized with supernatant of MH, with addition of overexpressed Escherichia coli proteins: CopA, CueO, MelA and NapA. A comparison was held between wildtype (control) and samples that contained the overexpressed proteins. Error bars represent standard error (n = 3).
Conclusion: The addition of lysate typically has a detrimental effect on the bioreducing capacity of the supernatant/medium. This could potentially be caused by undesired interactions with other oxidizing agents or by agglomeration of nanoparticles due to the presence of cell debris. The takeaway for future experiments is to translocate the expressed proteins into the extracellular space. This way, the lysis of the cells is not necessary.
Date: 24.08-26.08
Duration: 1.5 days
Goal: test if growth on MH-Nitrate has a beneficial effect on the supernatant used for nanoparticle production.
Method: Compare blends of all A/K/T pellet lysates in combination with supernatant of WT E. coli BL21 grown on MH with or without nitrate.
Hypothesis: based on literature, supernatants of a culture grown on a medium containing nitrate, will have a higher reducing capacity. Therefore, it is expected to yield better nanoparticles1,4
Protocol: Compare A/K/T pellet lysate with supernatant of WT grown on MH-nitrate
Results: results can be found on the results page.
Conclusion: Nitrate in the medium does not bear a significant effect on nanoparticle synthesis when cell lysate is used
Discussion: Most probably, the lack of beneficial effect on nanoparticle production in Core Experiments 6 and 7 is caused by the addition of lysate into the bioreduction mix. This may perturb the reducing capacity of other molecules, which, in total, has a detrimental effect on nanoparticle production. In future, consider other options for overexpression of the protein in the extracellular space.
Date: 17.08
Duration: 6h + overnight culture
Goal: Show that ASKA and transformants contain plasmids, in which the production of a protein of interest is inducible with IPTG.
Method: Take samples from liquid cultures of the respective strains before and after induction with IPTG and prepare an SDS gel.
Hypothesis: Expect thicker bands than in uninduced at:
Protocol: Testing IPTG-induced protein overexpression for ASKA
Results:
Fig. 24 | SDS gel of four ASKA genes CopA, NapA, CueO, and melA. 1. ASKA-NapA non-induced. 2. ASKA-NapA induced with IPTG. 3. ASKA-CueO non-induced. 4. ASKA-CueO induced with IPTG. 5. Protein ladder. 6. ASKA-CopA non-induced. 7. ASKA-CopA induced with IPTG. 8. MalE non-induced. 9. ASKA-MalE induced with IPTG. 10. BL21 wild type. The ladder is added as a reference.
Conclusion: As seen in Fig. 24, all proteins showed a more significant band at the height of their respective molecular weight, meaning that induction with IPTG resulted in the overexpression of the protein.
Note: The following steps were repeated multiple times until it was seen in step 4 that the inserts were present and then everything was sent for sequencing.
Date: 27.07
Duration: 1 day
Goal: Clone gBlocks into pJET 1.2/blunt vector
Method: Use a rapid DNA ligation Kit and then transform into DH5α
Protocols:
Results: All the plates had colonies, meaning that they all should have the correct insert.
Date: 28-01.08
Duration: 3 days
Goal: Isolate the plasmids with the insert from the pJET 1.2 vector
Method: Using the plasmid isolation kit from Qiagen
Protocol: Inoculate cultures from plate
Follow the protocol in the plasmid isolation kit
Hypothesis: seeing two bands on gel electrophoresis, indicating the insert and the backbone.
Results:
Fig. 25 | Gel electrophoresis for cup1, copA, and napA digested with NdeI and XbaI. 1-6. Digested cup1. 7. Digested copA. 8. Digested napA.
Conclusion: For cup1 only one band at around 3000 bp is seen. However the insert is only 100 bp long, so it cannot be seen on gel. For copA and napA, 2 bands can be observed. Indicating that the insert is present.
Date: 01.08
Duration: 1h
Goal: Cut out the gene insert from gel
Method: Use a UV light to visualize the band and cut out with scalpel. Use the gel isolation kit from Cytiva.
Protocol:
Result: Concentration for copA was 65 ng/μl and for napA it was 11.8 ng/μl.
Date: 05.08-06.08 & 08.08-09.08
Duration: overnight
Goal: ligate the insert into pet16b vector
Method: Use a T4 ligase and T4 buffer. Then do transformation into E. coli BL21
Protocol:
Results: All the plates showed colonies.
Date: 09.08-10.08
Duration: 1 day
Goal: Check if the correct plasmid is present in BL21.
Method: Use plasmid isolation kit from Qiagen and then do restriction digest diagnosis
Hypothesis: See 2 bands on gel indication that the insert is present.
Protocols:
Results:
Fig. 26 | Gel electrophoresis for copA, and napA digested with NdeI and XbaI. A) Digested napA. B) Digested copA.
Conclusion: For napA, two of the samples seemed to have the insert present. For copA it looked like the inserts were not in there.
5. Sequencing
Date: 31.08
Duration: preparation: 20min. The sequencing at the company: 1-2 days
Goal: Get confirmation that the inserts are present
Method: Sanger sequencing
Hypothesis: The results from sequencing should align with the gene fragments that were inserted into the plasmid. Sequencing was done for cup1, copA, and napA
Protocol: Add 5 μl of DNA, 2μl of one primer (forward or reverse) into an Eppendorf tube, bring volume up to 20 μl.
Results:
Fig. 27 | Schematic representation of sequence alignment. Sequence is aligned to cup1.
Fig. 28 | Schematic representation of sequence alignment. Arrow is not colored in, indicating no alignment with copA.
Fig. 29 | Schematic representation of sequence alignment. Arrow is not colored in, indicating no alignment with napA.
Date: 20.07
Duration: 2h + overnight culture
Goal: Make a correlation for absorbance measurements between a plate reader and a spectrophotometer, to avoid discrepancies.
Method: measure absorbance of a dilution range of a liquid culture of WT E. coli BL21 and measure on the two machines.
Protocol: Calibration of Absorbance Measurement Between a 96-Well Plate and Spectrophotometer
Results:
Fig. 30 | Absorbance measurements of calibration between the spectrophotometer and platereader.
Conclusion: the difference in absorbance is insignificant, so no cross calibration is necessary for all experiments.
Date: 14.08-16.08
Duration: 1.5 days
Goal: Identify which platform: eppendorf tube, 50mL flask or a 24-well plate, is the most suitable for nanoparticle production.
Method: Compare absorption spectra of nanoparticle synthesis using supernatant of WT E. coli BL21 grown in MH, when synthesis happens in an eppendorf tube, a 50mL flask and a 24-well plate.
Hypothesis: Shaking in a flask is more intense and probably results in a better distribution of salts, resulting in a more uniform size distribution of nanoparticles. According to this logic, absorbance intensity would be as follows: flask > plate > eppendorf tube.
Protocol: Compare Nanoparticle Synthesis in an Eppendorf Tube vs, Flask vs. Well Plate
Notes: We had to wait one day due to the culture not being ready yet. The LB-nitrate medium and ddH2O samples were prepared in advance and stored in the fridge overnight
Results:
Fig. 31 | Absorbance measurements of biologically produced nanoparticles using wildtype Escherichia coli BL21 in different platforms: Eppendorf tubes, flasks, and plate.
Conclusion: As expected, conducting nanoparticle synthesis in a flask yields the highest absorbance.
Discussion: The discrepancy between the flask and the eppendorf tube for supernatant and media samples cannot easily be explained with the existing data, so more experiments have to be conducted in that regard. We also set up two other experiments that looked into nanoparticle production in bigger volumes and the influence of shaking speeds on that.
Date: 15.08
Duration: 1h
Goal: show that a higher absorbance value corresponds with a higher concentration of nanoparticles.
Method: chemically produce a dispersion of nanoparticles using ascorbic acid (use the 1.85:1 ratio). Next, make absorbance measurements for a dilution series of 1x, 2x, 4x, 8x, 16x, 32x.
Hypothesis: a correlation of the format: A = A0*(½)n is expected, which would mean that there is a linear correlation between nanoparticle concentration and absorbance.
Protocol: Correlating Nanoparticle Concentration and Absorbance
Results:
Fig. 32 | Absorbance measurements of chemical produced nanoparticles using ascorbic acid with different dilutions to test the influence on absorbance.
Fig. 33 | Linear correlation between nanoparticle concentration and absorbance.
Conclusion: higher absorbance corresponds with a higher concentration of nanoparticles. Therefore, in most experiments we equate a higher absorbance to a higher concentration of nanoparticles at a specific wavelength (typically 800 nm).
Discussion: this might only be true for nanoparticles from the same sample, as they maintain the same shape & size. However, this doesn't mean that it's true for samples in which nanoparticles are different in size & shape. Namely, the same absorbance can be achieved with individual nanoparticles and, accidentally, with agglomerates of nanoparticles.
Date: 16.08-17.08
Duration: 24h
Goal: show that the shape of the spectra in experiments with reducing agents is not caused by oxidation of silver/gold or the formation of AgCl
Method: observe spectra of silver, gold, gold & silver in DI water at t=0, t=1d and t=9d.
Hypothesis:
Protocol: Absorption Spectra of Salts in ddH2O Water
Results:
Fig. 34 | Absorbance measurements of ddH2O with silver and gold salts after 0h.
Fig. 35 | Absorbance measurements of ddH2O with silver and gold salts after 24h.
Conclusion: compounds present in sufficient concentrations to be observed in a change of absorbance are mostly situated in the <400 nm region, which corresponds to the predicted positions of the compound absorbance peaks. Therefore, the peaks >400 nm observed in all other experiments are not caused by salts, secondary reactions or oxidation of salts.
Date: 19.08
Duration: 1h
Goal: Record the shifting of the peak to the left with time for nanoparticle synthesis using ascorbic acid.
Method: Make nanoparticle synthesis samples in a 24-well plate and measure the absorption spectrum of the samples every 2-3 minutes.
Hypothesis: a shift towards 600 nm is expected, as this is the wavelength, at which peaks are observed when measuring biologically-synthesized nanoparticle samples after 24h.
Protocol: Ascorbic Acid Chemical Synthesis Dynamic Measurements
Notes:
Results:
Fig. 36 | Dynamic absorbance measurements of chemically produced nanoparticles using ascorbic acid for a total duration of 1h.
Raw Absorbance Data (t = 1 h, measurements every 2-3 minutes)
Raw Absorbance Data (t = 24 h, measurements every ~15 minutes)
Conclusion: The peak indeed shifts towards 625 nm as the time progresses. The shifting stabilizes after approximately one hour.
Discussion: Such a result further emphasizes the necessity for using surfactants or capping compounds, so as to prevent agglomeration and collapsing of the nanoparticles and the subsequent shifting of the peak.
Date: 18.08-20.08
Duration: 2 days
Goal: identify the most reliable method for obtaining a cell-free system.
Method: Add Kanamycin/Chloramphenicol to the supernatant or filter-sterilize it and plate out overnight. Check if growth can be observed.
Hypothesis: antibiotics will not eliminate all possibilities for bacterial growth, so only sterile filtering will fully eliminate growth.
Protocol: Filter Sterilization vs. Antibiotic Treatment
Results:
Fig. 37 | Agar plates with bacteria treated with either kanamycin, ampicillin or chloramphenicol
Only on the filter-sterilized plate no growth is observed.
Conclusion: proceed in all experiments with filtered supernatant
Date: 16.08-17.08
Duration: 1.5 days
Goal: Study if growth in a particular medium results in an overexpression of similar genes, possibly the same genes that we are overexpressing by induction.
Method: Grow a WT E Coli BL21 culture in one of the media for 24h, take a sample and prepare for SDS.
Hypothesis: MH Broth and LB-Nitrate were expected to yield thicker bands for some proteins that would be responsible for mitigating the effects of the nature of these broths.
Results:
Fig. 38 | SDS gel showing BL21 grown in either MHB, MHB with nitrate, LB low salt, LB, or LB with nitrate.
Conclusion:
Date: 16.08-17.08
Duration: 1.5 days
Goal: show which components of the different media are responsible for nanoparticle formation.
Method: measure absorbance of aqueous solutions of individual ingredients of LB, TSBS & MH and metal salts at t=0 and at t=24h.
Hypothesis: tryptone, beef infusion and yeast extract all contain some form of proteins and are, therefore, expected to contain reducing agents. With this, they are expected to cause nanoparticle formation.
Protocol: Checking The Influence of Media Compounds on Nanoparticle Synthesis
Notes: water blanks were done with ddH2O instead of DI water, because sterile DI water was not available.
Results:
Fig. 39 | Absorbance measurements of samples with LB medium ingredients in DI Water, with HAuCl4 and AgNO3 after 24h of incubation at room temperature. Used conditions: [HAuCl4] = 3 mM, [AgNO3] = 0.3 mM. LB composition according to Green & Sambrook1
Fig. 40 | Absorbance measurements of samples with MH medium ingredients in DI Water, with HAuCl4 and AgNO3 after 24h of incubation at room temperature.
Used conditions: [HAuCl4] = 3 mM, [AgNO3] = 0.3 mM. MH composition according to the recipe obtained from Sigma-Aldrich2 with a replacement of Casein Hydrolysate by Tryptone
Fig. 41 | Absorbance measurements of samples with TSBS medium ingredients in DI Water, with HAuCl4 and AgNO3 after 24h of incubation at room temperature.
Used conditions: [HAuCl4] = 3 mM, [AgNO3] = 0.3 mM. TSBS composition according to Center for Food Safety and Applied Nutrition3 with a replacement of Soy Extract by Yeast Extract.
Conclusion: tryptone, yeast extract and beef infusion indeed have a reducing capacity and result in nanoparticle formation.
Discussion: The pre-made formulations of the broths give higher absorbance values than tryptone and other individual components. This means that there is potentially some interaction between the constituents of the media that results in a higher reducing capacity. This is further tested for MH in the next described experiment.
Date: 24.08-25.08
Duration: 1.5 days
Goal: for the selected optimal broth, show which components interact positively, resulting in a higher reducing capacity
Method: for tryptone, beef infusion and starch, show the influence of all possible combinations on nanoparticle formation.
Hypothesis: tryptone and beef infusion have a positive interaction, since they both contain proteins and, most probably, reducing agents.
Protocol: Checking The Interaction Between Different Mueller Hinton Broth Components on Nanoparticle Synthesis
Notes: water blanks were done with ddH2O instead of DI water, because sterile DI water was not available.
Results:
Fig. 42 | Absorbance measurements to assess if different components of Mueller Hinton broth have influence on nanoparticle synthesis.
Conclusion:
Date: 25.07-05.08
Duration: 7 days (+ pre-cultured transformations)
Goal: Participate in the Interlab study to contribute to the reproducibility and reliability of fluorescence measurements in different labs all around the globe
Method: iGEM website with description of the protocols for three experiments
Notes:
General: plates were not held on ice while performing pipetting
Results:
Discussion: Unfortunately, this year’s Interlab was affected by a manufacturing issue. The silica nanobeads, which were purposed for calibration, gave no signal during the calibration step. This affected our calibration as well, which means that our measurements would have to be assessed by quality control first, after which their usability will be evaluated.
Date: 26.08-27.08
Duration: 1.5 days
Goal: Scale-up the nanoparticle production to a bigger volume.
Method: Test if straightforward scale-up of the nanoparticle production process is possible by testing the same conditions as in a 24-well plate in a 50mL flask.
Hypothesis: With the same conditions, we expected that the produced nanoparticles would have similar properties (absorbance, size, morphology).
Protocol: Big Batch Experiment
Results:
Conclusion: Our hypothesis was proven wrong. As seen in the TEM Pictures, the sample contained more agglomerates, while no nanoparticles with a similar branched morphology were observed.
Discussion: scale-up of the production process demands fine-tuning of the parameters that influence nanoparticle synthesis. We expect one such property to be the shaking speed, or centrifugal force, that the reaction mix experiences. This could have an influence on the clumping of nanoparticles and the uniformity of the distribution of the dissolved compounds in solution. In order to test the former parameter, the next described experiment was set up.
Date: 26.08-29.08
Duration: 3.5 days
Goal: identify if the shaking speed and the centrifugal force that the reaction liquid experiences has an effect on the quality of the produced nanoparticles.
Method: set up shaking flasks with silver and gold and WT + ASKA strain supernatants. The shaking settings are 0/20/60rpm.
Hypothesis: intense shaking “presses” the smaller particles together, resulting in more agglomeration. And no shaking at all will lower the stochastic interactions necessary for NP formation, resulting in less developed NPs.
Protocol: Rocking Speed Experiment
Results:
Fig. 43 | Absorbance graphs for E.coli BL21, ASKA-MalE, ASKA-NapA, and ASKA-CueO. A) Absorption spectrum of E.coli BL21 at three different shaking speeds 0 rpm, 20 rpm, and 60 rpm. B-D) Absorption spectrum of ASKA-MalE, ASKA-NapA, and ASKA-CueO respectively at three different shaking speeds 0 rpm, 20 rpm, and 60 rpm.
Conclusion: Shaking has a positive effect on nanoparticle formation in preventing agglomeration and in the secondary structure development of nanoparticles.
Date: 08.09-09.09
Duration: 2 days
Goal: Show that the presence of our nanoparticles in bulk results in an increase of temperature when a laser at 800 nm is shone at it.
Method: Disperse extracted nanoparticles into 3 mL of ddH2O, place a temperature probe in the corner of a cuvette. Shine a laser for 5 min, while recording the change in temperature. Control with ddH2O + AgNO3 + HAuCl4.
Hypothesis: our extracted nanoparticles show a non-zero absorbance at 800 nm, so there are nanoparticles that will absorb light of that wavelength and convert it into heat. A significant temperature change in comparison to control is expected.
Protocol: See the Proof of Concept page for a detailed description of the set up, the results and the implication of those results for the scope of our project.
Results:
Fig. 44 | Absorbance measurements of biologically produced nanoparticles using wildtype Escherichia coli BL21 supernatant and lystate in combination with silver and gold salts, ratio 1.85:1.
Fig. 45 | Heat experiments of biologically produced nanoparticles exposed to a near-infrared laser for five minutes.
Conclusion: The sample containing biologically-produced nanoparticles resulted in a significant increase in temperature, as compared to the control. This means that the nanoparticles produced with Binanox have the capacity to heat up and cause cell death in a cell line.
Date: 17.08-18.08
Duration: 2 days
Goal: obtain a purified fraction of nanoparticles with a peak absorption at 800 nm.
Method: Place a mixed nanoparticle sample on a sucrose gradient in an ultracentrifuge to obtain layer separation of nanoparticles by size.
Hypothesis: nanoparticles of a particular size are expected to have the desired absorbance at 800 nm. This is the layer that we want to isolate by ultracentrifugation.
Protocol: Ultracentrifuge
Results:
Fig. 46 | Absorption spectra of the different isolated layers, denoted by the respective sucrose concentration in g/L.
Discussion: during the ultracentrifugation process a crucial mistake was made, we did not make use of a ‘swing bucket’. Due to using normal ultracentrifugation tubes the sample was pressed to the side of the tube and made a smear here. Because the sample was smudged to the side of the sample it did not go properly through the sucrose gradient layers. The fractions that were extracted we scraped from the side and are not properly seperated. This is why the peaks are at the same absorbance.
Conclusion: No conclusive extraction results due to the wrong type of ultracentrifugation extraction. The use of a swing bucket system is crucial for the sucrose gradient extraction method to work.