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Engineering

Function Verification Module

In this module, we systematically verify the functionality of our designed components through two main cycles of experiments and analyses.

Cycle 1: Functional Verification of Each Tag

Design1

We have found three functional peptides, Tat peptide, Gala3, and pelB, which promote cell permeability, endosomal escape, and exocytosis, and obtained a target peptide that specifically targets the Aquaporin 0 on lens cell through modeling software and AI-assisted design. In this cycle, we need to first fuse each tag with RNF114 through a linker to verify the effectiveness of each tag.

Construction1

In order to characterize the role of each part, we decided to construct the following gene pathways by chemical synthesis:

Construction1

Test1

0. Verification the success of plasmid introduction

Sanger sequencing; extraction of plasmid DNA (alkaline SDS separation); determination of DNA size and concentration by gel electrophoresis and Nanodrop.

1. pelB tag[1]

  • A. Construction of plasmids, group 1: pelB-linker-RNF114-GPF; group 2: linker-RNF114-GPF; group 3: vector linearization and reconnection to obtain an empty vector, and then transformed into the target strain.
  • B. Use a mild induction regimen (0.05 mM IPTG, 30℃, 2hrs)to express and secrete proteins. Centrifuge and take the supernatant.
  • C. Determine the relative molecular weight of the protein using 12% SDS-PAGE and perform quantitative analysis using ImageJ.

2. Tat peptide tag[2]

  • A. Construction of plasmids, group1: TAT-linker-RNF114-GPF; group2: linker-RNF114-GPF; group3: vector linearization and reconnection to obtain an empty vector, and then transformed into the target strain.
  • B. Cultivate strains, extract and purify secretory proteins.
  • C. Culture lens epithelial cells and co-incubate with the target protein for 1 h. Centrifuge at 1 000 x g for 10 min, collect cells from each well, wash three times with PBS, collect cells using FASCaliber flow cytometer, and analyze cell penetration using CellQuest software.

3. GALA3 tag[3]

  • A. Construction of plasmids, group1: GALA-linker-RNF114-GPF; group2: linker-RNF114-GPF; group3: vector linearization and reconnection to obtain an empty vector, and then transformed into the target strain.
  • B. Cultivate strains, extract and purify secretory proteins.
  • C. Lens epithelial cells were incubated with different concentrations (0.125, 0.25, and 1 μM) of the protein for 12 h, co-stained with DAPI and observed by fluorescence microscopy, and the fluorescence intensity was quantified by flow cytometry.

4. Target peptide[4]

  • A. Construction of plasmids, group1: Targetpeptide-linker-RNF114-GPF; group2: Targetpeptide-linker-RNF114; group3: vector linearization and reconnection to obtain an empty vector, and then transformed into the target strain
  • B. Cultivate strains, extract and purify secretory proteins
  • C. Fluorescence polarization immunoassay to detect affinity: Add a certain amount of GFP-labeled fusion protein and AQP0 to the reaction system. Add different concentrations of unlabeled fusion protein to compete with GFP-labeled fusion protein for binding to AQP0, and fit the competition binding curve.

Learn1

If all tags can play their corresponding functions, it means that the general idea of protein fusion is fine and the next step of overall fusion can be carried out. If the results do not meet expectations, redesign or search for alternative solutions and feedback, optimize the experimental methods before re-verify.

Cycle 2: Functional Verification of the Fusion Protein

Design2

Since our ultimate goal is to obtain a fusion protein with the functions of all the above tags, we decided to construct a gene pathway containing all peptide modifications in the second cycle and verify the functions of each part again. In order to optimize its spatial structure without affecting the domain (Ring-Finger structure) of the original protein, we continuously optimized the modification position and the length of the connecting peptide, and finally obtained the best and most qualified predicted protein structure and corresponding gene pathway.

Construction2

Through the elements that have been successfully constructed and verified in cycle 1, we can construct the gene of the complete fusion protein by PCR. The gene and hyaluronic acid synthesis gene pathway are as follows:

Fusion Protein Construction

Test2

0. Verification of successful plasmid introduction: DNA sanger sequencing, size and concentration detection

1. Expression of fusion protein

2. Extraction and purification of fusion protein

3. Verify the stability of fusion protein:

Stability improvement plan: [Preferred plan (1), if the effect does not meet expectations, continue to further verify the plan (2)]

  1. Hyaluronic acid encapsulation
  2. Rare amino acid replacement

Verification method:

Hyaluronic acid and fusion protein (containing GFP tag) are added to the culture medium containing hydrolase in proportion (the specific concentration needs to be determined in advance), and bleached by a short light pulse. Bleaching causes the labeled protein to be divided into two subgroups - fluorescent protein and non-fluorescent protein. The fluorescence recovery rate after bleaching is related to the degradation rate. The fluorescence intensity is quantified by flow cytometry at intervals.[5]

Type and content of enzyme added:[6][7]

  • MMP1, 2, 9, 13
  • Cathepsin A (in aqueous humor); Cathepsin V, K, B, S. Compared with Cathepsin S, Cathepsin V has the highest expression (about 200 times), followed by Cathepsin L and Cathepsin B (about 10 times and 5 times, respectively)

4. Verify the therapeutic function of the fusion protein[8]

  • A. Rat lens epithelial cells were placed in culture medium and incubated at 4°C for 24 hours to induce cataracts. 100 μM fusion protein was added to the culture medium in the last 30 minutes of low temperature treatment in the experimental group, but not in the control group. The lenses were transferred to a 37°C environment for 30 minutes.
  • B. After rewarming, the rat lens of the control group was placed in a dish containing extracellular solution and placed above the bottom light source of a Nikon SMZ18 microscope, and image A was taken. Subsequently, the light source was turned off and image B was taken to correct for ambient light interference. Then, the rat lens of the experimental group was placed above the bottom light source and image C was taken.
  • C. Analyze the grayscale value of the lens area by ImageJ (NIH) and calculate the transmittance according to the following formula:
Lens transmittance = \(\frac{C - B}{A - B} \times 100\%\)

Learn2

If the fusion protein is stable and its therapeutic function can be performed normally, it can be combined with hydrogel and hardware structure for the next cycle.

References

[1] Mirzadeh, K., Shilling, P.J., Elfageih, R., Cumming, A.J., Cui, H.L., Rennig, M., Nørholm, M.H.H., Daley, D.O. (2020). Increased production of periplasmic proteins in Escherichia coli by directed evolution of the translation initiation region. Microb Cell Fact, 19(1):85. DOI: 10.1186/s12934-020-01339-8
[2] 许逊,蔺昕,田雨香,招倩倩,季宝菊,刘静,夏圣,王胜军,许化溪,邵启祥. (2008). 两种方式制备的原核表达含TAT蛋白转导域融合蛋白穿膜能力比较. 江苏大学学报(医学版), 18(6):466.
[3] Li, C., Cao, X.W., Zhao, J., et al. (2020). Effective Therapeutic Drug Delivery by GALA3, an Endosomal Escape Peptide with Reduced Hydrophobicity. J Membrane Biol, 253:139-152. DOI: 10.1007/s00232-020-00109-2
[4] 王强,王旭峰,张英侠,等. (2024). 荧光偏振免疫法测定水产品中的丁香酚. 分析试验室, 43(03):307-313. DOI: 10.13595/j.cnki.issn1000-0720.2022.111602
[5] Geva-Zatorsky, N., Issaeva, I., Mayo, A., Cohen, A., Dekel, E., Danon, T., Cohen, L., Liron, Y., Alon, U., & Eden, E. (2012). Using bleach-chase to measure protein half-lives in living cells. Nature protocols, 7(4):801-811. DOI: 10.1038/nprot.2012.028
[6] Sivak, J.M., & Fini, M.E. (2002). MMPs in the eye: emerging roles for matrix metalloproteinases in ocular physiology. Prog Retin Eye Res, 21(1):1-14. DOI: 10.1016/s1350-9462(01)00015-5
[7] Coppini, L.P., Visniauskas, B., Costa, E.F., Filho, M.N., Rodrigues, E.B., Chagas, J.R., Farah, M.E., Barros, N.M., Carmona, A.K. (2015). Corneal angiogenesis modulation by cysteine cathepsins: In vitro and in vivo studies. Exp Eye Res, 134:39-46. DOI: 10.1016/j.exer.2015.03.012
[8] Yang, H., Ping, X., Zhou, J., Ailifeire, H., Wu, J., Nadal-Nicolás, F.M., Miyagishima, K.J., Bao, J., Huang, Y., Cui, Y., Xing, X., Wang, S., Yao, K., Li, W., Shentu, X. (2024). Reversible cold-induced lens opacity in a hibernator reveals a molecular target for treating cataracts. J Clin Invest, 134(18):e169666. DOI: 10.1172/JCI169666

Production Expression Verification Module

Cycle 1: Evaluation of plasmid expression

1. Design

The expression of eukaryotic proteins in prokaryotic systems typically requires lower culture temperatures to reduce inclusion body formation and promote proper protein folding. The average surface temperature of the eye is 34.14°C ± 1.51°C at room temperature and varies with ambient temperature. Since we aim to enable the engineered bacteria to continuously express the RNF114 protein in the ocular environment, it is necessary to experimentally evaluate the expression efficiency of the recombinant plasmid in engineered bacteria under different conditions. To enhance the stability of RNF114, we have designed a scheme for the synchronous release of polyols; thus, concurrent experiments are required to adjust the expression levels of HA in the engineered bacteria and the ratio of the two proteins by testing different strengths of RBS (ribosome binding sites).

The plasmids expressing recombinant RNF114 and HA were simultaneously introduced into the engineered bacteria. Cultures were set up at three different temperatures: 34°C, 30°C, and 26°C. The contents of HA and recombinant RNF114 in the culture medium were detected at regular intervals, and production curves were plotted.

2. Construction

The recombinant plasmid pET-32a(+)-RNF114-crimson was constructed, with both the recombinant RNF114 and the fluorescent protein Crimson under the control of the T7 promoter. The plasmid pET-32a(+)-hasAB was also constructed. These plasmids were introduced into competent Shuffle T7-B Escherichia coli cells via Bacterial Transformation and then streaked on agar plates for recovery. The transformed cells were cultured in media containing ampicillin to select for positive colonies, which were then picked for further cultivation.

Construction Image 1 Construction Image 2

3. Test

  1. Bacteria Cultivation: Positive colonies were picked for small-scale shake-flask cultivation in BHI (Brain Heart Infusion) broth, with an equal inoculum in each tube. Incubate at 34°C, 30°C and 26°C for 14 days and change the medium on the 7th day. Supernatants were collected at different time points between 3 h and 14 days. Separate RNF-114 from HA using His-tag affinity chromatography.

  2. Detection of HA Content: After separation of HA according to the protocol, the content of HA in the range of 30-70 kDa was detected using Gel Permeation Chromatography (GPC), and a GPC curve was plotted.

  3. Detection of RNF-114 Content: The concentration of RNF-114 was determined by measuring the absorbance at 280 nm using UV spectrophotometry, and a curve representing the content of secreted protein was plotted.

4. Learn

To address the potential issue of insufficient RNF114 expression, we aim to introduce molecular chaperone proteins as a solution. After searching protein interaction databases, we identified that RNF114 interacts with heat shock protein HSP90AA1 and HSP70 member 5. One of the key functions of the HSP family is to act as molecular chaperones, facilitating the proper folding of proteins. Therefore, we hypothesize that HSP90 and HSP70 could serve as molecular chaperones for RNF114.

Due to the lack of experimental data on RNF114 expression in prokaryotic systems, the expression efficiency of RNF114 in E. coli at around 34°C is unknown. Moreover, to maximize the expression efficiency of the target protein RNF114, we prefer to minimize the expression of exogenous proteins in the engineered bacteria. Thus, we decided to prioritize genetic modifications without co-expressing chaperone proteins in our experiments. If RNF114 is expressed correctly and in sufficient quantities without chaperones, we will not introduce additional plasmids for co-expression. However, if the expression is suboptimal, we will introduce plasmids to co-express the molecular chaperones HSP90 or HSP70.

Cycle 2: Evaluating the expression of engineered bacteria in hydrogels

1. Design

We plan to use hydrogel as a vector for engineered bacteria, so after confirming the effect of plasmid expression, we need to confirm the expression of engineered bacteria in hydrogel.

2. Construction

  1. Option1: A square frame 5% w/v PVA-VS/PVA 95:5 hydrogel containing engineered bacteria was moulded, with a side length of 8mm, and a thickness of 1mm. Next, the square frame was embedded in a square 10% w/v PVA-VS hydrogel. The hydrogel's sides measured 12mm in length and 1.5mm in thickness.

  2. Option2: A pHEMA/β-CD-crHA hydrogel with MA substitution of 20% and m(20)HA-β-CD content of 8% was constructed, and contact lenses containing biofactories were sequentially fabricated.

3. Test

  1. Bacteria Cultivation: After picking the positive bacteria for small-scale shake-flask culture, incubate them in BHI medium and inoculate each tube with the same amount of bacteria. Incubate at 34°C, 30°C and 26°C for 14 days and change the medium on the 7th day. Supernatants were collected at different time points between 3 h and 14 days. Separate RNF-114 from HA using His-tag affinity chromatography.

  2. Determination of HA content: After the separation of HA according to the protocol, the HA content of 30-70 kDa was detected by Gel Permeation Chromatography (GPC), and the GPC curve was plotted.

  3. Detection of RNF-114 content: The absorbance at 280 nm was measured by UV spectrophotometry, the protein concentration was calculated, and the secretory protein content curve was plotted.

4. Learn

The pore size and surface modification of hydrogels can, on the one hand, fulfill the function of slow drug release, but on the other hand, they may also affect the release of fusion proteins. For example, in the PVA-VA hydrogel, we need to adjust the area of surface modification to find the optimal point of fusion protein release.

Cycle 3: Evaluating drug molecule permeability in an eye model

1. Design

We wanted to validate the drug delivery efficiency of CLearCat in a real ocular environment, so we designed an in vitro eye simulation chip and embedded the engineered bacteria in a hydrogel, administered the drug in a contact lens mode, and tested the bioavailability of RNF-114 in the simulated eye.

2. Construction

The eyeball simulation chip is described in the Hardware - Eyeball Simulation section. We covered the outer tear layer with contact lenses embedded with engineered bacteria to detect the amount of drug that eventually reaches the lens site.

3. Test

The constructed bacterial hydrogel was covered on a running eyeball simulator and continued to be administered for 14 days, detecting the activity of the engineered bacteria every 24 hours.Drugs were collected from the bottom of the simulator at different time points between 3 h and 14 days in the following manner: at the collection time point, the circulation of aqueous humor was suspended by a controlled fluid pump, and then the aqueous humor was aspirated from one side and assayed for RNF-114 drug content using Western Blot.

4. Learn

The data was processed to allow a simple comparison of the drug content of Cycle1, Cycle2 and Cycle3.The tear layer, corneal layer and aqueous humor circulation can substantially limit drug delivery. And we replaced animal experiments by constructing an in vitro eye simulation to test the amount of drug that can eventually reach the lens.

Safety Alert Module

Cycle 1: Validation of Co-expression of Crimson and RNF114

1. Design

We aim to utilize the naturally occurring polycistronicmRNA structure in prokaryotes to achieve synchronous expression of RNF114 and the fluorescent protein Crimson. Both coding genes share a single promoter. After transcription, the two coding genes are located on the same mRNA, thereby enabling synchronous expression of the two genes.

2. Construction

A recombinant plasmid pET-32a(+)-RNF114-GFP-Crimson was constructed, with both the recombinant RNF114 and the fluorescent protein Crimson placed under the control of the T7 promoter. The plasmid was introduced into competent Shuffle T7-B Escherichia coli cells via heat-shock transformation and then streaked for recovery. The transformed cells were cultured on a medium containing ampicillin (Ampicillin). Positive colonies were selected and transferred to liquid culture at 33°C.

Construction Image

3. Test

Sampling Schedule: Bacterial cultures were sampled every 24 hours for protein expression detection after the start of cultivation.For each sample, a fixed volume of bacterial culture was taken. The supernatant was collected to detect RNF114, while the pellet was collected to detect Crimson.

Protein Expression Detection:

  • Fluorescent Protein Expression Detection: Fluorescence emission of green fluorescent protein (GFP) and red fluorescent protein Crimson was measured using a fluorescence spectrophotometer. The excitation wavelength for Crimson was 588 nm with an emission wavelength of 617 nm, while the excitation wavelength for GFP was 488 nm with an emission wavelength of 507 nm. The experimental results were analyzed based on the fluorescence intensity values (Fluorescence intensity = Fluorescence value / OD600).[1][3]

  • RNF114 Expression Detection and Relative Expression Levels: Protein expression was analyzed by SDS-PAGE, followed by Coomassie Brilliant Blue staining of the gel. The expression levels of RNF114 and Crimson were compared to confirm synchronous expression of the two proteins. The molecular weight of Crimson is 27 kDa, while the modified RNF114 has a molecular weight of approximately 35 kDa.By measuring the OD600 value, the same amount of bacterial culture is ensured for each detection.

4. Learn

Our experiments successfully validated the synchronous expression of Crimson and RNF114. We learned that in a polycistronic structure, the ribosome binding site (RBS) affects the reading of the open reading frame (ORF) through its complementarity to the ribosome and its distance from the start codon. Therefore, we plan to adjust the RBS sequences upstream of the two coding genes. By using RBS sequences of varying strengths, we aim to maximize the expression of RNF114 while ensuring that fluorescence signals meet the measurement requirements.

Cycle 2: Adjusting RBS to Regulate the Relative Expression Levels

1. Design

We designed ribosome binding sites (RBS) of varying strengths for the two coding genes to achieve higher expression levels of RNF114, thereby directing translational resources primarily towards the expression of the target therapeutic molecule. The RBS sequences were sourced from the Anderson RBS family database. This database provides 40 available RBS sequences for Escherichia coli and includes strength information for some of the RBS sequences. Based on experimental results, we will test different combinations of RBS to identify the optimal one that maximizes RNF114 expression while ensuring that the fluorescence signals meet the measurement requirements.

2. Construction

We constructed a plasmid based on the pET-32a(+)-RNF114-GFP-Crimson recombinant plasmid. The RBS upstream of the Crimson coding sequence was BBa_J61107, which has moderate expression strength, while the RBS upstream of the RNF114 coding sequence was RBS1, which has a stronger expression strength. The same plasmid transformation and positive colony cultivation procedures were followed. Additionally, engineered bacteria were encapsulated in hydrogels and cultured in a simulated tear fluid environment, with samples taken every 48 hours for protein detection.

3. Test

Sampling Schedule: Bacterial cultures were sampled every 24 hours for protein expression detection after the start of cultivation.For each sample, a fixed volume of bacterial culture was taken. The supernatant was collected to detect RNF114, while the pellet was collected to detect Crimson.

  • Fluorescent Protein Expression Detection: Fluorescence emission of green fluorescent protein (GFP) and red fluorescent protein Crimson was measured using a fluorescence spectrophotometer. The excitation wavelength for Crimson was 588 nm with an emission wavelength of 617 nm, while the excitation wavelength for GFP was 488 nm with an emission wavelength of 507 nm. Experimental results were analyzed based on fluorescence intensity values (Fluorescence intensity = Fluorescence value / OD600).

  • RNF114 Expression Detection and Relative Expression Levels:Protein expression was analyzed by SDS-PAGE, followed by Coomassie Brilliant Blue staining of the gel. The expression levels of RNF114 and Crimson were compared to determine their relative expression levels.By measuring the OD600 value, the same amount of bacterial culture is ensured for each detection.

  • Encapsulated Engineered Bacteria in Hydrogels: The primary focus was to verify whether the fluorescence signals from the engineered bacteria encapsulated in hydrogels could meet the detection requirements.[2]

  • Cell Viability Detection:A cell viability detection device was used to measure the fluorescence signals from the engineered bacteria encapsulated in hydrogels(Learn more at Hardware - Cell Viability Detection). Upon pressing the button, an Arduino drives the PT4115 to emit light of a specific wavelength from an LED. The light intensity is controlled by a rotary encoder, passes through a filter to reach the fluorescent protein, and is then detected by a BH1750 sensor, with the light intensity displayed on an LCD screen.

4. Learn

Under the premise of ensuring sufficient RNF114 expression, the fluorescence detection device enabled real-time monitoring of the engineered bacteria's ability to produce RNF114. Considering that the viability of the engineered bacteria in practical applications may be affected by various factors, including storage conditions and duration before use, temperature and nutritional conditions in the ocular microenvironment during use, and frequency of use, the duration of therapeutic efficacy may vary among different users. Additionally, the death and lysis of engineered bacteria after viability loss may have adverse effects on the user's eyes. Therefore, we aim to establish a unified safety standard for users to guide them in timely replacing ineffective contact lenses.

Cycle 3: Determination of the Correlation between Fluorescence and Safety Grades

1. Design

We aim to generate a warning signal when the cell viability decreases to a certain level and the production of RNF114 is significantly reduced. Therefore, it is necessary to establish a quantifiable correlation between cell viability and fluorescence signal intensity. We monitored the live cell density of engineered bacteria and the corresponding fluorescence signal intensity in a simulated ocular environment. By analyzing the fluorescence data of engineered bacteria from the logarithmic phase, stationary phase, to the apoptotic phase, we determined the fluorescence intensity thresholds corresponding to three safety grades: "Safe," "Recommended for Replacement," and "Not Usable."

2. Construction

The pET-32a(+)-RNF114-Crimson recombinant plasmid and pET-32a(+)-hasAB recombinant plasmid, which were optimized in Cycle 2, were transformed into the engineered bacteria. The engineered bacteria were encapsulated in hydrogels and cultured in BHI broth, with the medium being replaced every 7 days.

3. Test

Every 24 hours, a fixed-size sample from the bacterial encapsulation area was taken for fluorescence intensity detection. Simultaneously, an equally sized sample was taken for live cell volume fraction detection.

  • Fluorescence Intensity Detection:The fluorescence signal of Crimson was detected using the detection device in the contact lens care box.

  • Live Cell Volume Fraction Detection:ATP Quantification Assay (CellTiter-Glo 3D Cell Viability Assay). The ATP content of the encapsulated bacteria in the hydrogel was measured using the CellTiter-Glo 3D Cell Viability Assay Kit (Promega, USA). At each time point, the culture medium on top of the hydrogel was removed, and CellTiter-Glo 3D reagent was added to the samples according to the manufacturer's instructions. The samples were incubated with shaking in the dark at room temperature for 30 minutes, and then the fluorescence signal of the samples was measured using a multi-functional plate reader. The luminescence intensity was converted to ATP content through a standard curve, thereby quantitatively analyzing the ATP content in the samples. The ATP content of the samples reflects cell viability.

4. Learn

By synchronously monitoring the Crimson fluorescence signal and cell viability, we established the relationship between fluorescence intensity and cell viability when a fixed amount of engineered bacteria was inoculated. The fluorescence intensity value when the cell viability of engineered bacteria was ≥80% of the maximum was set as the threshold for the "Safe" grade. The fluorescence intensity value when the cell viability was ≤80% but ≥50% of the maximum was set as the boundary value for the "Recommended for Replacement" grade. The fluorescence intensity value when the cell viability was ≤50% of the maximum was set as the threshold for the "Not Usable" grade.

References

[1] Ning L, Geng Y, Lovett-Barron M, et al. A Bright, Nontoxic, and Non-aggregating red Fluorescent Protein for Long-Term Labeling of Fine Structures in Neurons. Front Cell Dev Biol, 2022, 10: 893468. DOI: 10.3389/fcell.2022.893468
[2] Puertas-Bartolomé M, Gutiérrez-Urrutia I, Teruel-Enrico L L, et al. Self-Lubricating, Living Contact Lenses. Advanced Materials, 2024, 36(27): 2313848. DOI: 10.1002/adma.202313848
[3] 宋立娜. 大肠杆菌双顺反子表达载体中各基因表达水平的研究[D]. 天津:天津大学, 2007. DOI: 10.7666/d.Y1359970

Hydrogel Module

Cycle 1: PVA-VS/PVA Accommodates Biofactory Testing

1. Design

The objective was to explore the most effective synthesis scheme for hydrogel-based contact lenses. Initially, we developed contact lens 1.0 in accordance with the existing literature to facilitate the operation of engineered bacteria in non-visual areas and ensure the functionality of biological factories.[1]

2. Construction

A square frame 5% w/v PVA-VS/PVA 95:5 hydrogel containing engineered bacteria was moulded, with a side length of 8mm, and a thickness of 1mm. Next, the square frame was embedded in a square 10% w/v PVA-VS hydrogel. The hydrogel's sides measured 12mm in length and 1.5mm in thickness.

3. Test

The hydrogel containing the engineered bacteria was placed into BHI medium and cultured for 24, 48, and 72 hours, respectively. The culture medium was enriched with simulated tears and lysozyme. Imaging was performed using a LIVE/DEAD BacLight bacterial viability assay kit (Thermo Fisher Scientific L7012) with a confocal microscope.

  • Measuring the activity of the engineered bacteria: a significant decrease in bacterial activity is expected.

  • The restriction of the hydrogel to the engineered bacteria is also evident, with no engineered bacteria expected to grow outside the restricted area and clear boundaries visible in the hydrogel.

  • The release of fusion protein will be detected using the following methods: the medium will be collected in fractions and subjected to SDS-PAGE and scanning grey scale analysis. Expectation: The release of the fusion protein should be continuous and visible in the collected fraction.

  • Test for cytocompatibility: a gradual decrease in cell activity is expected.

4. Learn

Although contact lens 1.0 can effectively limit the biofactory, it is difficult to block the exchange of lysozyme and bacterial metabolites. We have discovered that the physical and chemical properties of hydrogels can be modified by surface modification to achieve the desired result.[3][4]

Cycle 2: PVA-VS/PVA Surface Modification

1. Design

Based on contact lens 1.0, we made some surface modifications to the hydrogel to block the exchange of substances other than fusion proteins and constructed contact lens 2.0.

2. Construction

The PVA hydrogel was modified with surface polyethylene glycol (PEG) molecules and negatively charged acrylic acid (AA) monomers to create a hydrophilic surface and reduce protein adhesion.

3. Test

  • Measurement of engineered bacterial activity: No significant decrease in bacterial activity is expected and a significant improvement over Cycle 1.

  • Measurement of fusion protein release ability: Collect supernatant in batches and perform SDS-PAGE followed by grey scale scanning analysis. Expectation: Sustained release of fusion protein should be detectable in the supernatant. There may be a slight decrease compared to Cycle 1.

  • Detection of cytocompatibility: A slight decrease in cellular activity and a significant improvement over Cycle 1 are expected.

4. Learn

Subsequently, it is necessary to find a balance between hydrogel surface modification and fusion protein release and adjust the coverage area of the surface modification to reduce the impact on fusion protein release. Considering that CLearCat is a material used in the eye, we must ensure that the visual area is transparent and oxygen permeable to ensure the comfort of contact lens wear.

Cycle 3: pHEMA/β-CD-crHA Functional Test

1. Design

Given the good antimicrobial and anti-protein adsorption properties of pHEMA/β-CD-crHA material, we constructed contact lenses using a single material.

2. Construction

A pHEMA/β-CD-crHA hydrogel with MA substitution of 20% and m(20)HA-β-CD content of 8% was constructed, and contact lenses containing biofactories were sequentially fabricated.[2]

3. Test

The hydrogels containing engineered bacteria were placed in BHI medium and incubated for 24, 48, and 72 h. Artificial simulated tears containing lysozyme were added to the medium. Bacterial viability was measured using the LIVE/DEAD BacLight Bacterial Viability Assay Kit (Thermo Fisher Scientific L7012) with confocal microscope imaging.

  • Measurement of engineered bacterial activity: A light decrease in bacterial activity is expected.

  • Measurement of restriction of engineered bacteria by hydrogel: No growth of engineered bacteria is expected except in restricted areas with clear boundaries visible in the hydrogel.

  • Detect ability to release fusion protein: Collect supernatant in batches and perform SDS-PAGE followed by scanning grey scale analysis. Expectation: Continuous release of fusion protein can be detected in the supernatant.

  • Detection of cytocompatibility: A slight decrease in cell activity is expected.

4. Learn

In this cycle, we have verified that pHEMA/β-CD-crHA can indeed be used as a manufacturing material for contact lenses but may affect the release of fusion proteins. Therefore, the assigned concentration of the constituent materials must be continuously adjusted.

References

[1] Puertas-Bartolomé M, Gutiérrez-Urrutia I, Teruel-Enrico L L, et al. Self-Lubricating, Living Contact Lenses.[J]. Advanced materials (Deerfield Beach, Fla.), 2024, 36(27): e2313848. DOI: 10.1002/adma.202313848
[2] Deng H, Zhang X, Su S, et al. Poly(2-hydroxyethyl methacrylate-co-methacrylated hyaluronan-β-cyclodextrin) hydrogel: A potential contact lens material with high hydrophilicity, good mechanical properties and sustained drug delivery.[J]. International journal of biological macromolecules, 2024, 283(Pt 1): 137579. DOI: 10.1016/j.ijbiomac.2024.137579
[3] Rao L, Liu Y, Zhou H. Significantly improved cell affinity of polydimethylsiloxane enabled by a surface-modified strategy with chemical coupling.[J]. Journal of materials science. Materials in medicine, 2022, 33(10): 66. DOI: 10.1007/s10856-022-06690-3
[4] Drozdova M G, Zaytseva-Zotova D S, Akasov R A, et al. Macroporous modified poly (vinyl alcohol) hydrogels with charged groups for tissue engineering: Preparation and in vitro evaluation.[J]. Materials science & engineering. C, Materials for biological applications, 2017, 75: 1075-1082. DOI: 10.1016/j.msec.2017.03.017

Killing Switch

Cycle 1: Phosphate Load and Release Testing

1. Design

We first examined the phosphate loading of poly (2-hydroxyethyl methacrylate-methacrylate copolymer-hyaluronic acid-β-cyclodextrin) hydrogels and examined their phosphate limitation.

2. Construction

A pHEMA/β-CD-crHA hydrogel with MA substitution of 20% and m(20)HA-β-CD content of 11% was constructed. A certain mass (m) of dry gel (1 cm × 1 cm × 1 mm) was immersed in 2 mL (V0) of phosphate solution (1 mg/mL in deionized water, C0) and incubated in an incubator (100 rpm) at 37 °C for 48 hours protected from light.

After wiping off the free phosphate solution from the surface, the loaded hydrogel was placed in 6 mL of deionized water and incubated in an incubator (100 rpm) at 37 °C for 48 hours protected from light. At designed intervals, 3 mL of release medium was collected and refreshed with 3mL of deionized water.

3. Test

  1. Load detection: After removing the loaded hydrogel, the volume and concentration of residual phosphate solution were recorded as Vt and Ct. The absorbance of residual phosphate solution was measured at 880 nm in a spectrophotometer using ammonium molybdate spectrophotometry. The loading capacity (DLC) was evaluated using the following equation:

    $$DLC = \frac{V_0\times C_0-V_t\times C_t}{m}$$
  2. Release detection: Measurement of the absorbance of the collected solution by spectrophotometry. The percentage of phosphate release is calculated from the ratio of the released phosphate to the total amount loaded in the hydrogel.

4. Learn

We would like to see a phosphate-loaded zone with an inner diameter of 9 mm, an outer diameter of 11 mm, and a thickness of 1 mm form in the contact lens-type hydrogel, with an initial concentration of 1.82 mmol/L. If the hydrogel can be maximally loaded beyond this concentration and still maintain a high concentration of phosphate over a period of time, it could support the design of a suicide switch. Similarly, we can change the design concentration of phosphate by adjusting the size of the phosphate loading zone.

Cycle 2: Co-culture of engineered bacteria with phosphate to test suicide switch effectiveness

1. Design

We have verified the effective loading of the hydrogel to phosphate, and subsequently, we wish to test the effectiveness of this suicide system by detecting the initiation threshold of the suicide switch PHO5 promoter.

2. Construction

The pET-32a(+)-p_PhoB-mazF recombinant plasmid was constructed and the suicide gene mazF was placed under the control of the phosphate-sensitive promoter PHO5. The plasmid was introduced by heat-excited transformation into receptorized SHuffle T7-B E. coli that had been introduced with pET-32a(+)-RNF114-crimso, and recovery was carried out by streak culture. The positive bacteria were cultured in medium containing ampicillin (Ampicillin), picked and transferred to liquid medium at 33°C.

Construction Image 1 Construction Image 2

3. Test

After picking the positive bacteria for small scale shake flask culture, they were incubated in phosphate gradient medium and incubated at 33°C for 14 days and the medium was changed on the 7th day. Bacterial fluids were collected at different time points between 3 h and 14 days, placed under a fluorescence microscope, and red fluorescent bacteria were counted under 588 nm light excitation.

Simulated environment Phosphate concentration
Hydrogel 1.82×10-3 mol/L
Eyeball 10-3 mol/L
Soil 10-5 mol/L
Water 8×10-7 mol/L

4. Learn

The suicide switch is effective if the bacteria are able to survive (emit red fluorescence) in a considerable concentration of phosphate medium and do not survive on a low concentration of phosphate medium.

References

[1] Deng H, Zhang X, Su S, et al. Poly(2-hydroxyethyl methacrylate-co-methacrylated hyaluronan-β-cyclodextrin) hydrogel: A potential contact lens material with high hydrophilicity, good mechanical properties and sustained drug delivery.[J]. International journal of biological macromolecules, 2024, 283(Pt 1): 137579. DOI: 10.1016/j.ijbiomac.2024.137579

Auxotrophic Mutual Assistance System

Cycle 1: Survival of strain A and strain B in the absence of relevant amino acids

1. Design

We first tested the survival of E. coli strain A and E. coli strain B in the absence of their respective amino acids (Trp or His).

  • group A: Cultivate strain A of Escherichia coli in a medium lacking tryptophan (Trp) to observe whether it can grow.
  • B group: Cultivate B. coli in a medium lacking histidine (His) and observe whether it can grow.
  • Control group: Bacteria A and B are cultured in media containing their respective required amino acids, serving as positive controls.

2. Construction

Construct pdCas9-HisAgRNA recombinant plasmid and pdCas9-trpCgRNA recombinant plasmid. pET-32a(+)-trpEDCBA-aroG recombinant plasmid and pET-32a(+)-HisGene recombinant plasmid.

Construction Image 1 Construction Image 2
Construction Image 3 Construction Image 4

The pdCas9-HisAgRNA recombinant plasmid and the pET-32a(+)-trpEDCBA-aroG recombinant plasmid were co-transformed into the competent SHuffle T7-B E. coli A strain that had already been transformed with pET-32a(+)-RNF114-crimso using heat shock, followed by streaking for revival. They were cultured on media containing ampicillin, and positive colonies were selected and transferred to liquid media for cultivation at 33°C.

The pdCas9-trpCgRNA recombinant plasmid and the pET-32a(+)-HisGene recombinant plasmid were co-transformed into the competent SHuffle T7-B E. coli A strain that had already been transformed with pET-32a(+)-RNF114-crimso using heat shock, followed by streaking for revival. They were cultured on media containing ampicillin, and positive colonies were selected and transferred to liquid media for cultivation at 33°C.

3. Test

Select strain A and strain B, and culture them separately in liquid media lacking tryptophan or histidine at a temperature of 33°C for a period of 72 hours.

group tryptophan/histidine concentration
1 2.00×10-4 mol/L
2 1.43×10-4 mol/L
3 1.03×10-4 mol/L
4 7.40×10-5 mol/L
5 5.30×10-5 mol/L
6 3.80×10-5 mol/L
7 2.70×10-5 mol/L
8 1.90×10-5 mol/L
9 1.40×10-5 mol/L
10 1.00×10-5 mol/L
eyeball environment 2.00×10-7 mol/L

Samples were taken at different time points (0 hours, 24 hours, 48 hours, 72 hours) and colony counts or optical density (OD) measurements were conducted to observe whether bacteria could grow.

4. Learn

Strain A cannot grow in a medium without Trp, and strain B cannot grow in a medium without His, proving that they cannot survive independently and must rely on the amino acids provided by each other. The control groups of strains A and B can grow normally under conditions where the corresponding amino acids are supplemented. This indicates that the nutritional deficiency type E. coli AB has been successfully constructed.

Cycle 2: Co-cultivation of strain A and strain B (at different dilution concentrations)

1. Goal

The test examines whether bacteria A and B can form a mutualistic system through metabolic complementation at different cell densities (dilution concentrations), or if they cannot survive due to excessive distance between the bacteria.

2. Design

In the co-culture system, strain A provides histidine (His), and strain B provides tryptophan (Trp).

  1. Set different bacterial dilution concentrations to adjust the average distance between bacteria:
    • High concentration group (original bacterial solution): Bacteria A and B are mixed and cultured directly without dilution.

    • Medium concentration group (10 times dilution): Bacteria A and B are diluted 10 times respectively and then mixed for cultivation.

    • Low concentration group (100 times dilution): Bacteria A and B are diluted 100 times respectively and then mixed for cultivation.

    • Ultra-low concentration group (1000 times dilution): Bacteria A and B are diluted 1000 times respectively and then mixed for cultivation.

3. Test

  1. Select strain A and strain B, and perform gradient dilution co-culture in a liquid medium containing minimal Trp and His (only to maintain initial growth).
  2. Cultured at 33°C for 72 hours, samples were taken at different time points (0 h, 24 h, 48 h, 72 h) and subjected to:
    • Colony count (CFU/ml), observed under a fluorescence microscope, counting red fluorescent bacteria under 588 nm light excitation.
    • OD600 measurement (growth curve)
    • Observed under a fluorescence microscope, examining the distribution of bacteria under 588 nm light excitation.
  3. Record the growth of the microbial bodies and analyze the mutual growth conditions of strain A and strain B at different dilution concentrations.

4. Learn

Cycle 2 determined the survival status of bacteria A and bacteria B at different dilution concentrations, allowing for the plotting of a curve of dilution concentration versus survival rate (failure rate of the nutrient mutualism system), thereby analyzing whether leakage in the eye or other environments could cause the nutrient mutualism system to fail.