Japan_IPAP: High-Throughput Prototyping of Heterogeneity in genetic networks using Artificial Cells with femtolitre volume (HT-PHAC)
Lead Research Organisation:
University of Surrey
Department Name: Physics
Abstract
Synthetic biology engineers living systems to perform useful functions. For example, we engineer small bacteria's genomes to produce expensive vitamins or to degrade plastic waste. However, cells do not behave the same even when their genetic information is the same. For example, when we engineer cells to produce a specific molecule, some cells produce it efficiently while other cells do not. This is a problem because the overall yield of production is reduced because of inefficient cells. This increase in the production cost is one of the major obstacles that need to be overcome to commercialise many synthetic biology applications.
To solve this problem, we need to know what is happening inside each cell. However, it is not an easy task because a cell is a complex object. Even a simple bacterial cell has more than one million molecules inside its cytoplasm. In this proposal, we will develop a simple cell mimic - an artificial cell system made from scratch using synthetic elements - to observe what is happening inside a cell. This will help us to understand why cells show different responses despite sharing the same genetic information. A microfluidic device will be used to produce artificial cells at a scale large enough to analyse different populations. Then we will observe individual cells and their responses. The result will be analysed with mathematical modelling to understand why certain cells behave differently from other cells. This knowledge will allow us to engineer cells that exhibit homogeneous and consistent behaviour. In a long term, this work will help commercialise a lot of synthetic biology applications by reducing their production costs.
To solve this problem, we need to know what is happening inside each cell. However, it is not an easy task because a cell is a complex object. Even a simple bacterial cell has more than one million molecules inside its cytoplasm. In this proposal, we will develop a simple cell mimic - an artificial cell system made from scratch using synthetic elements - to observe what is happening inside a cell. This will help us to understand why cells show different responses despite sharing the same genetic information. A microfluidic device will be used to produce artificial cells at a scale large enough to analyse different populations. Then we will observe individual cells and their responses. The result will be analysed with mathematical modelling to understand why certain cells behave differently from other cells. This knowledge will allow us to engineer cells that exhibit homogeneous and consistent behaviour. In a long term, this work will help commercialise a lot of synthetic biology applications by reducing their production costs.
Technical Summary
Cellular heterogeneity arises when cells show different phenotypes despite sharing the same genome. With recent developments in single-cell technologies, cellular heterogeneity has been studied widely in various subjects of biology including microbiology, cancer biology and neuroscience. While it has been mainly overlooked in synthetic biology, heterogeneity has significant implications as heterogeneous subpopulations with reduced production yield hamper the productivity of the entire population. However, it is difficult to understand how cellular heterogeneity arises due to the complexity of cells.
In this project, we will build an artificial cell system and study it with single-cell techniques to understand the heterogeneous behaviour of E. coli cells in the context of synthetic biology. The cell-free transcription-translation (TXTL) system will be encapsulated inside of a 1-micrometre compartment produced by a high-throughput microfluidic device. The TXTL system allows the implementation of genetic circuits that can be analysed at single-cell resolution using a fluorescence-activated cell sorting device. The subpopulations will be further analysed at single-molecule resolution in real-time with high-resolution fluorescence microscopy by immobilising the cells onto a glass surface. We will maximise the benefit of using an artificial cell system by enhancing the imaging using external fluorescence reporters added inside the cells. Through mathematical modelling, we will gain insight into how different factors affect cellular heterogeneity when different types of circuits are implemented. This will allow us to control the population homogeneity to optimise yield for synthetic biology. Therefore, our work will play an important role in the commercialisation of synthetic biology applications.
In this project, we will build an artificial cell system and study it with single-cell techniques to understand the heterogeneous behaviour of E. coli cells in the context of synthetic biology. The cell-free transcription-translation (TXTL) system will be encapsulated inside of a 1-micrometre compartment produced by a high-throughput microfluidic device. The TXTL system allows the implementation of genetic circuits that can be analysed at single-cell resolution using a fluorescence-activated cell sorting device. The subpopulations will be further analysed at single-molecule resolution in real-time with high-resolution fluorescence microscopy by immobilising the cells onto a glass surface. We will maximise the benefit of using an artificial cell system by enhancing the imaging using external fluorescence reporters added inside the cells. Through mathematical modelling, we will gain insight into how different factors affect cellular heterogeneity when different types of circuits are implemented. This will allow us to control the population homogeneity to optimise yield for synthetic biology. Therefore, our work will play an important role in the commercialisation of synthetic biology applications.
Publications
| Description | We have successfully formed synthetic cells using microfluidics and the inverted emulsion method. By analysing the fluorescence intensities of vesicles encapsulating fluorescent molecules, we have determined that encapsulation efficiency critically depends on experimental conditions. Specifically, the amount of water and the concentration of lipids play the most significant roles. Additionally, we have established a procedure to estimate the concentration of different molecules inside vesicles, which aligns with one of the key objectives of this award. During the remaining period, we aim to apply our knowledge to an in vitro translation system, as originally proposed. |
| Exploitation Route | We aim to publish two papers - analysis and method to scientific community. We will also deposit our analaysis code to a public repository. |
| Sectors | Pharmaceuticals and Medical Biotechnology |
| Description | Korea-UK bio-health collaborative research grant |
| Amount | â‚©1,250,000,000 (KRW) |
| Funding ID | RS-2023-00266133 |
| Organisation | Ministry of Health and Welfare |
| Sector | Public |
| Country | Korea, Republic of |
| Start | 11/2023 |
| End | 12/2025 |
| Description | UK-Korea Focal Point Programme |
| Amount | £21,000 (GBP) |
| Organisation | British Embassy Seoul |
| Sector | Public |
| Country | Korea, Republic of |
| Start | 07/2023 |
| End | 12/2025 |
| Description | Workshop Grant |
| Amount | £1,500 (GBP) |
| Organisation | University of Surrey |
| Sector | Academic/University |
| Country | United Kingdom |
| Start | 01/2024 |
| End | 07/2024 |
| Title | High throughput quantification on the encapsulation efficiency of small molecules inside of giant unilamellar vesicles |
| Description | Giant unilamellar vesicles formed from water in oil emulsion method has become a popular way to construct cell mimics. However, there has been only a few attempts on quantifying how many molecules are retained inside of the vesicles during the process. As biochemical reactions require specific concentrations of buffer, fuels and biomolecules, this has been one of the technical limitations of the current approach. in this method, I have developed a procedure to determine absolute concentration of molecules of interest inside of a GUV using fluorescence. The method consist of high throughput GUV production, calibration and bias-free characterisation. High throughput GUV production is done via water in oil emulsion method on 96 well plate. This allows us to test more than 10 conditions simultaneously. Calibration is done using empty vesicles immersed in molecules of interest. The difference in the fluorescence signal is proportional to the concentration of the molecules up to 100 uM. For bias-free detection, we employed Blob detection programme to record intensities of GUVs produced in different conditions. The programme automatically analyse multiple images to extract physical parameters from hundreds of GUVs simultaneously. Using this tool, we have successfully validated the encapsulation efficiency of 20 different conditions over 2000 vesicles. |
| Type Of Material | Technology assay or reagent |
| Year Produced | 2025 |
| Provided To Others? | No |
| Impact | We aim to publish this method and make the procedure available to general public. This would facilitate developing more protocell systems using GUVs to mimic biological systems. |
| Description | Collaboration with Dr Chirhyun Jeong on developing protocells for medical research |
| Organisation | Korea Institute of Science and Technology |
| Country | Korea, Republic of |
| Sector | Public |
| PI Contribution | I have provided my expertise on vesicle formation. I have also provide support for research exchange of Dr Jeong's group for 6 weeks. |
| Collaborator Contribution | Dr Chirhyun Jeong has provided his expertise in single molecule biophysics. He supported my trips to South Korea. One of Dr Jeong's group member worked in my lab for 10 weeks for collaborative research. |
| Impact | This collaboration has resulted additional funding from the Ministry of Health and Welfare, South Korea and British Embassy, Seoul as described in the further funding section. This collaboration is multi-disciplinary encompassing biological physics and synthetic biology. |
| Start Year | 2024 |
| Description | collaboration with Hokkaido University on construction of protocells |
| Organisation | Hokkaido University |
| Country | Japan |
| Sector | Academic/University |
| PI Contribution | I am building a protocell system by encapsulating in vitro translation system inside of lipid vesicles. My contribution is characterising in vitro translation system. |
| Collaborator Contribution | My collaborators at Hokkaido University are building microfluidic channels to produce homogeneous vesicles. They are also sending the microfluidic channels to us. |
| Impact | We made a poster presentation in DNA29, Japan. The collaboration is multi-disciplinary as I am in Physics and my collaborator is Chemistry. |
| Start Year | 2023 |
| Title | Bias-free quantification of concentration of small molecules using confocal microscope |
| Description | Quantification of small molecule concentrations inside of a giant umilamellar vesicles have been challenging due to lack of adequate methods. The number of molecules is too high for photobleaching based method and comparing with the bulk solution is not straightforward. In this method, we have implemented a series of calibration procedures and software algorithms to high-throughput, automated determination of concentration of fluorescent molecules. |
| Type Of Technology | New/Improved Technique/Technology |
| Year Produced | 2025 |
| Impact | This technique can be used to quantify concentrations of small molecules in compartments of 10 to 200 micrometre. We expect this technique to be widely used in synthetic cell, liquid-liquid phase separation and live-cell imaging. |
| Description | Hosted an international workshop at the University of Surrey, UK |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Postgraduate students |
| Results and Impact | I have organised and hosted an international workshop titled "Integrating Synthetic Biology and Single Molecule Biophysics: A Cross-Disciplinary Workshop for Advancing Biotechnological Applications" on 19th to 21st of June at the University of Surrey. The workshop is organised by Dr Wooli Bae at the University of Surrey, Dr Cherlhyun Jeong in KIST and Professor Won-Ki Cho in KAIST. In total, 52 international researchers joined the workshop including Dr Rodrigo Ledesma Amaro from Imperial College London and Professor Jongbong Lee from POSTECH, South Korea and Professor Hiroki Ueda from the University of Tokyo who gave presentations. This workshop aimed facilitating collaboration between synthetic biology and biological physics researches in the UK, Korea, and Japan. |
| Year(s) Of Engagement Activity | 2024,2025 |
| URL | https://www.ias.surrey.ac.uk/event/integrating-synthetic-biology-and-single-molecule-fluorescence-a-... |
| Description | U3a presentation in Petersfield |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Public/other audiences |
| Results and Impact | I made an one hour presentation for 50 people from u3a community in Petersfield on in vitro synthetic biology and DNA nanotechnology. The audiences got interested in the subject and asked follow up questions and discussions. |
| Year(s) Of Engagement Activity | 2023 |
