Doppler velocimeter and vibrometer FMCW LiDAR with Si photonic crystal beam scanner.

In this paper, we propose and demonstrate a frequency-modulated continuous-wave light detection and ranging (LiDAR) with a Si photonic crystal beam scanner, simultaneously enabling scanning laser Doppler measurements. This nonmechanical solid-state device can reduce the size of conventional scanning laser Doppler vibrometers, making LiDAR a multimodal imaging sensor, which can measure the distributions of distance, velocity, and vibration frequency. We fabricated this device using Si photonics process and confirmed the expected operations. Distance and velocity resolutions were less than 15 mm and 19 mm/s, respectively. The detection limit of the vibration amplitude determined by the signal-to-noise ratio was 2.5 nm.

Exploring mutable conserved sites and fatal non-conserved sites by random mutation of esterase from Sulfolobus tokodaii and subtilisin from Thermococcus kodakarensis.

Homologous proteins differ in their amino acid sequences at several positions. Generally, conserved sites are recognized as not suitable for amino acid substitution, and thus in evolutionary protein engineering, non-conserved sites are often selected as mutation sites. However, there have also been reports of possible mutations in conserved sites. In this study, we explored mutable conserved sites and immutable non-conserved sites by testing random mutations of two thermostable proteins, an esterase from Sulfolobus tokodaii (Sto-Est) and a subtilisin from Thermococcus kodakarensis (Tko-Sub). The subtilisin domain of Tko-Sub needs Ca2+ ions and the propeptide domain for stability, folding and maturation. The results from the two proteins showed that about one-third of the mutable sites were detected in conserved sites and some non-conserved sites lost enzymatic activity at high temperatures due to mutation. Of the conserved sites in Sto-Est, the sites on the loop, on the surface, and far from the active site are more resistant to mutation. In Tko-Sub, the sites flanking Ca2+-binding sites and propeptide were undesirable for mutation. The results presented here serve as an index for selecting mutation sites and contribute to the expansion of available sequence range by introducing mutations at conserved sites.

Highly active enzymes produced by directed evolution with stability-based selection.

In a directed evolution aimed at improving enzymatic activity, a situation occurs where highly active variants can no longer be obtained from a template protein because the template is already located at a peak (local maximum) in the fitness landscape of activity for the sequence space. To overcome this situation, the template needs to descend the mountain (lose activity) once and climb another higher mountain. However, there is no solid guideline of how the template should go down. Here, we propose a stability index. Previous studies have shown that protein evolution is potentially governed by stability, and that proteins with low activity but high stability are more favorable templates for producing highly active variants. In our earlier works on conventional directed evolution by random mutagenesis of an esterase from Sulfolobus tokodaii, we identified variants with 3-fold higher activity than the wild-type as the highest activity variants. In this work, as a first step, stability-keeping variants were selected by five rounds of random mutagenesis and screening based on halo formation assay using the substrate tributyrin at 70 °C after heat treatment for 30 min at 90 °C. These variants are likely to be scattered at the feet of various mountains in the fitness landscape. Next, these variants were pooled and used as parental proteins for a conventional experiment with activity-based selection, where the activity of variants was assayed using their cell-free extracts on the substrate p-nitrophenyl butyrate at 75 °C. After two rounds of random mutagenesis, we successfully obtained a variant with 9-fold higher activity than the wild-type. These results indicate that the two-step selection by stability and activity enables us more easily to produce markedly activity-improving variants.

Activity-stability trade-off in random mutant proteins.

In our previous study, we investigated the relationship between protein evolution and stability through the random mutational drift of an esterase from hyperthermophilic archaeon Sulfolobus tokodaii. The results revealed that evolvability, which is the appearance frequency of variants with higher activity than the parent protein, correlates with parental stability. This suggests that protein evolution that does not take stability into account does not make sense. Here, we used those data to further evaluate the relationship between activity and stability in random mutations, revealing that the maximum increase in activity due to mutation conflicts with parental stability. That is, many activated variants are produced when parental stability is high, whereas lower stability offers a few excellent variants with much higher activity. Moreover, we used the random mutant library to compute a novel criterion, robustizability (stabilizability), which is the appearance frequency of variants with a higher stability than the parent protein. Robustizability correlates positively with parental activity and negatively with parental stability. The results indicated that the principle of activity-stability trade-off dominates, in even random mutations. We propose its application in protein engineering via directed evolution by stability selection.

The direction of protein evolution is destined by the stability.

Protein evolution is potentially governed by protein stability. Here, we investigated the relationship between protein evolution and stability through the random mutational drift of a thermophilic bacterial protein, an esterase of Alicyclobacillus acidocaldarius (Aac-Est), at high and low temperatures. In the first random mutation of Aac-Est, few proteins exhibit increased activity at 65 °C, indicating that the wild-type (WT) Aac-Est is located on the peak of a mountain in a fitness landscape for activity at high temperature. To obtain higher active variants than those of WT, it must go down the mountain once and climb another, higher mountain. In the second and third generations from lower active templates, the evolvability (the proportion of variants with higher activity in all the variants obtained in a given generation than a parent protein) depended on the stability of the template proteins. Compared to WT, the stability-maintaining template could recover the activity more. Thus, a low-activity variant with high stability is able to drift vastly in sequence space and reach the foot of a higher mountain. Meanwhile, random mutations in stability-loss templates produced several variants with higher activity at 40 °C than those produced by WT, via cold adaptation. Our results indicate that maintaining protein stability enables the protein to search sequence space and evolve in the original environment, and proteins with lost stability use a cold adaptation path.

Protein Evolution is Potentially Governed by Protein Stability: Directed Evolution of an Esterase from the Hyperthermophilic Archaeon Sulfolobus tokodaii.

The study of evolution is important to understand biological phenomena. During evolutionary processes, genetic changes confer amino acid substitutions in proteins, resulting in new or improved functions. Unfortunately, most mutations destabilize proteins. Thus, protein stability is a significant factor in evolution; however, its role remains unclear. Here, we simply and directly explored the association between protein activity and stability in random mutant libraries to elucidate the role of protein stability in evolutionary processes. In the first random mutation of an esterase from Sulfolobus tokodaii, approximately 20% of the variants displayed higher activity than wild-type protein (i.e., 20% evolvability). During evolutionary processes, the evolvability depended on the stability of template proteins, indicating that protein evolution is potentially governed by protein stability. Furthermore, decreased activity could be recovered during evolution by maintaining the stability of variants. The results suggest that protein sequence space for its evolution is able to expand during nearly neutral evolution where mutations are slightly deleterious for activity but rarely fatal for stability. Molecular evolution is a crucial phenomenon that has continued since the birth of life on earth, and mechanism underlying it is simple; therefore, this could be demonstrated by our simple experiments. These findings also can be applied to protein engineering.

Expression and characterization of functional domains of FK506-binding protein 35 from Plasmodium knowlesi.

The FK506-binding protein of Plasmodium knowlesi (Pk-FKBP35) is considerably a viable antimalarial drug target, which belongs to the peptidyl-prolyl cis-trans isomerase (PPIase) protein family member. Structurally, this protein consists of an N-terminal FK506-binding domain (FKBD) and a C-terminal tetratricopeptide repeat domain (TPRD). This study aims to decipher functional properties of these domains as a platform for development of novel antimalarial drugs. Accordingly, full-length Pk-FKBP35 as well as its isolated domains, Pk-FKBD and Pk-TPRD were overexpressed, purified, and characterized. The results showed that catalytic PPIase activity was confined to the full-length Pk-FKBP35 and Pk-FKBD, suggesting that the catalytic activity is structurally regulated by the FKBD. Meanwhile, oligomerization analysis revealed that Pk-TPRD is essential for dimerization. Asp55, Arg60, Trp77 and Phe117 in the Pk-FKBD were considerably important for catalysis as underlined by significant reduction of PPIase activity upon mutations at these residues. Further, inhibition activity of Pk-FKBP35 towards calcineurin phosphatase activity revealed that the presence of FKBD is essential for the inhibitory property, while TPRD may be important for efficient binding to calcineurin. We then discussed possible roles of FKBP35 in Plasmodium cells and proposed mechanisms by which the immunosuppressive drug, FK506, interacts with the protein.