Yasuaki Kazuta

Darwinian evolution in a translation-coupled RNA replication system within a cell-like compartment

The ability to evolve is a key characteristic that distinguishes living things from non-living chemical compounds. The construction of an evolvable cell-like system entirely from non-living molecules has been a major challenge. Here we construct an evolvable artificial cell model from an assembly of biochemical molecules. The artificial cell model contains artificial genomic RNA that replicates through the translation of its encoded RNA replicase. We perform a long-term (600-generation) replication experiment using this system, in which mutations are spontaneously introduced into the RNA by replication error, and highly replicable mutants dominate the population according to Darwinian principles. During evolution, the genomic RNA gradually reinforces its interaction with the translated replicase, thereby acquiring competitiveness against selfish (parasitic) RNAs. This study provides the first experimental evidence that replicating systems can be developed through Darwinian evolution in a cell-like compartment, even in the presence of parasitic replicators.

Quantitative Study of the Structure of Multilamellar Giant Liposomes As a Container of Protein Synthesis Reaction

Liposomes are widely used as cell-sized compartments for encapsulation of biochemical reaction systems to construct model cell systems. However, liposomes are usually diverse in both size and structure, resulting in highly heterogeneous properties as microreactors. Here, we report the development of a strategy to investigate the internal structure of giant multilamellar vesicles (GMLVs) formed by the freeze-dried empty liposomes (FDEL) method as containers of an in vitro transcription/translation system. To evaluate the occurrence of the protein synthesis reaction in GMLVs, we designed a cascade reaction system in which a synthesized enzyme hydrolyzes the fluorescent substrate, and thus the space where the reaction takes place in liposomes becomes fluorescent. We found that only a part of the liposome was reactable and not the entire internal volume, i.e., the hydrolysis reaction took place in only a part of the fractured compartment volumes in GMLVs. Simultaneous measurement of the whole internal volume of the liposomes and the quantity of reaction product of more than 100 000 liposomes using a fluorescence-activated cell sorter (FACS) revealed that the distribution of reactable volume was proportional to the whole internal volume regardless of the liposome size, i.e., the relation between the quantity of whole and reactable volume in GMLV was found to be scale-free. This information would allow us to reduce the geometric parameters of GMLV for quantitative analysis of reaction kinetics in liposomes. The present measurement and analysis method will be an indispensable tool for exploring high-dimensional properties of a model cell system based on giant liposomes.

Liposome display for in vitro selection and evolution of membrane proteins

Liposome display is a novel method for in vitro selection and directed evolution of membrane proteins. In this approach, membrane proteins of interest are displayed on liposome membranes through translation from a single DNA molecule by using an encapsulated cell-free translation system. The liposomes are probed with a fluorescence indicator that senses membrane protein activity and selected using a fluorescence-activated cell sorting (FACS) instrument. Consequently, DNA encoding a protein with a desired function can be obtained. By implementing this protocol, researchers can process a DNA library of 107 different mutants. A single round of the selection procedure requires 24 h for completion, and multiple iterations of this technique, which take 1–5 weeks, enable the isolation of a desired gene. As this protocol is conducted entirely in vitro, it enables the engineering of various proteins, including pore-forming proteins, transporters and receptors. As a useful example of the approach, here we detail a procedure for the in vitro evolution of α-hemolysin from Staphylococcus aureus for its pore-forming activity.

In vitro evolution of α-hemolysin using a liposome display

Significance The directed evolution of proteins in vitro has generated highly functional proteins and has contributed to elucidating the sequence–function relationship of proteins. However, the available methods consider globular proteins, not membrane proteins, despite the biological and pharmaceutical importance of the latter. We report the development of a method called liposome display, which enables the in vitro evolution of membrane proteins. We applied the method to evolve the pore-forming activity of α-hemolysin from Staphylococcus aureus and obtained a mutant with 30-fold higher activity than the WT. Given its high degree of controllability, liposome display allows for the rapid and efficient evolution of a wide range of membrane proteins, thereby improving the field of membrane protein engineering. In vitro methods have enabled the rapid and efficient evolution of proteins and successful generation of novel and highly functional proteins. However, the available methods consider only globular proteins (e.g., antibodies, enzymes) and not membrane proteins despite the biological and pharmaceutical importance of the latter. In this study, we report the development of a method called liposome display that can evolve the properties of membrane proteins entirely in vitro. This method, which involves in vitro protein synthesis inside liposomes, which are cell-sized phospholipid vesicles, was applied to the pore-forming activity of α-hemolysin, a membrane protein derived from Staphylococcus aureus. The obtained α-hemolysin mutant possessed only two point mutations but exhibited a 30-fold increase in its pore-forming activity compared with the WT. Given the ability to synthesize various membrane proteins and modify protein synthesis and functional screening conditions, this method will allow for the rapid and efficient evolution of a wide range of membrane proteins.

Importance of Parasite RNA Species Repression for Prolonged Translation-Coupled RNA Self-Replication

Increasingly complex reactions are being constructed by bottom-up approaches with the aim of developing an artificial cell. We have been engaged in the construction of a translation-coupled replication system of genetic information from RNA and a reconstituted translation system. Here a mathematical model was established to gain a quantitative understanding of the complex reaction network. The sensitivity analysis predicted that the limiting factor for the present replication reaction was the appearance of parasitic replicators. We then confirmed experimentally that repression of such parasitic replicators by compartmentalization of the reaction in water-in-oil emulsions improved the duration of self-replication. We also found that the main source of the parasite was genomic RNA, probably by nonhomologous recombination. This result provided experimental evidence for the importance of parasite repression for the development of long-lasting genome replication systems.

Quantifying epistatic interactions among the components constituting the protein translation system

In principle, the accumulation of knowledge regarding the molecular basis of biological systems should allow the development of large‐scale kinetic models of their functions. However, the development of such models requires vast numbers of parameters, which are difficult to obtain in practice. Here, we used an in vitro translation system, consisting of 69 defined components, to quantify the epistatic interactions among changes in component concentrations through Bahadur expansion, thereby obtaining a coarse‐grained model of protein synthesis activity. Analyses of the data measured using various combinations of component concentrations indicated that the contributions of larger than 2‐body inter‐component epistatic interactions are negligible, despite the presence of larger than 2‐body physical interactions. These findings allowed the prediction of protein synthesis activity at various combinations of component concentrations from a small number of samples, the principle of which is applicable to analysis and optimization of other biological systems. Moreover, the average ratio of 2‐ to 1‐body terms was estimated to be as small as 0.1, implying high adaptability and evolvability of the protein translation system.

A controllable gene expression system in liposomes that includes a positive feedback loop

We introduced a positive feedback loop into a LacI-dependent gene expression system in lipid vesicles, producing a cell-like system that senses and responds to an external signal with a high signal-to-noise ratio. This fully reconstituted system will be a useful tool in future applications in in vitro synthetic biology.

Compartmentalization in a Water-in-Oil Emulsion Repressed the Spontaneous Amplification of RNA by Qβ Replicase

During RNA replication mediated by Qbeta replicase, self-replicating RNAs (RQ RNAs) are amplified without the addition of template RNA. This undesired amplification makes the study of target RNA replication difficult, especially for long RNA such as genomic RNA of Qbeta phage. This perhaps is one of the reasons why the precise rate of genomic RNA replication in the presence of host factor Hfq has not been reported in vitro. Here, we report a method to repress RQ RNA amplification by compartmentalization of the reaction using a water-in-oil emulsion but maintaining the activity of Qbeta replicase. This method allowed us to amplify the phage Qbeta genome RNA exponentially without detectable amplification of RQ RNA. Furthermore, we found that the rate constant of genome RNA replication in the exponential phase at the optimum Hfq concentration was approximately 4.6 times larger than that of a previous report, close to in vivo data. This result indicates that the replication rate in vivo is largely explained by the presence of Hfq. This easy method paves the way for the study of genomic RNA replication without special care for the undesired RQ RNA amplification.

Comprehensive Analysis of the Effects of Escherichia coli ORFs on Protein Translation Reaction

Protein synthesis is one of the most important reactions in the cell. Recent experimental studies indicated that this complex reaction can be achieved with a minimum complement of 36 proteins and ribosomes by reconstituting an Escherichia coli-based in vitro translation system with these protein components highly purified on an individual basis. From the protein-protein interaction (PPI) network of E. coli proteins, these minimal protein components are known to interact physically with large numbers of proteins. However, it is unclear what fraction of E. coli proteins are linked functionally with the minimal protein synthesis system. We investigated the effects of each of the 4194 E. coli ORF products on the minimal protein synthesis system; at least 12% of the entire ORF products, a significant fraction of the gene product of E. coli, affect the activity of this system. Furthermore 34% of these functional modifiers present in the PPI network were shown by mapping to be directly linked (i.e. to interact physically) with the minimal components of the PPI network. Topological analysis of the relationships between modifiers and the minimal components in the PPI network indicated clustering of the minimal components. The modifiers showed no such clustering, indicating that the location of functional modifiers is spread across the PPI network rather than clustering close to the minimal protein components. These observations may reflect the evolutionary process of the protein synthesis system.

Cell-free protein synthesis from a single copy of DNA in a glass microchamber.

To achieve a cell-mimetic reaction environment, we fabricated and tested quartz microchambers for conducting protein synthesis using an in vitro transcription and translation system, the PURE system. By introducing a glass microchamber and blocking the surface of the chamber with amino acids, the concentration of the synthesized marker protein (green fluorescent protein, GFP) was significantly improved compared to that in the poly(dimethylsiloxane) (PDMS) microchamber. The concentration was below the detection limit in the PDMS microchambers, whereas the glass microchambers yielded 700 nM GFP, representing 41% of the bulk reaction. There was no detectable difference when the GFP synthesis was performed in microchambers with sizes ranging from 40 fL to 7 pL, indicating that the present microchamber system can serve as a cell-sized test tube with a variable reaction volume. Finally, we demonstrated that two different proteins, GFP and β-galactosidase, can be expressed from single genes in our experimental setup. Quantized and distinctive signals from proteins synthesized from 0, 1, or 2 copies of genes were obtained. The microchamber presented here can be utilized not only to study the effects of compartment volume on protein synthesis but also for the comprehensive analysis of complex biochemical reactions in cell-mimetic environments.