Introduction

In our project, our team designed a total of 59 components, including 34 basic parts and 25 combination parts. Each component was meticulously crafted to align with our project objectives. Detailed information about each part can be found on the team part page or by clicking the corresponding component number below. Next, we will introduce our components through five key areas: flavin mononucleotide (FMN)-dependent fluorescent protein Bs2, tagatose-4-epimerase gene mining, studies on soluble expression, mutation analysis, and biosensors.

Flavin mononucleotide (FMN)-dependent fluorescent protein Bs2
part number typology name description
BBa_K4119002 Coding Bs2 A flavin mononucleotide (FMN)-dependent fluorescent protein
BBa_K5366071 Regulatory J23119 promoter The "consensus" promoter sequence, which is the strongest member of the family
BBa_K5366072 RBS RBS (J23119 promoter) ribosome binding site
BBa_K5366073 Composite J23119 promoter-RBS-Bs2-6×His-T7 termonator The Bs2 expression plasmid with J23119 as the promoter
New enzyme mining of tagatose 4-epimerase

In this study, we screened four protein sequences with potential tagatose-4-epimerase activity, specifically designated as AJC7, MBC, TET, and HDM. These sequences were then ligated into the pET-28a(+) vector for subsequent characterization experiments. The results revealed that, among the four sequences, wild-type AJC7 exhibited the highest enzyme activity.

part number typology name description
BBa_K5366016 Coding UxaE Sequences of Thermotoga petrophila origin with tagatose-4-epimerase activity
BBa_K5366017 Coding AJC7 Pseudothermotoga hypogea DSM-derived sequences with tagatose-4-epimerase activity
BBa_K5366018 Coding MBC Sequences of Chloroflexota bacterium origin with tagatose-4-epimerase activity
BBa_K5366019 Coding TET Sequences from the source of Candidatus Aerophobetes bacterium with tagatose-4-epimerase activity
BBa_K5366020 Coding HDM Sequences of Thermotogales bacterium origin with tagatose-4- epimerase activity
BBa_K5366021 Composite T7 promoter-RBS-UxaE-6× His -T7 termonator UxaE structural gene expression plasmid Candidatus Aerophobetes bacterium with tagatose-4-epimerase activity
BBa_K5366022 Composite T7 promoter-RBS-AJC7-6× His-T7 termonator AJC7 structural gene expression plasmid
BBa_K5366023 Composite T7 promoter-RBS-MBC-6× His-T7 termonator MBC structural gene expression plasmid
BBa_K5366024 Composite T7 promoter-RBS-TET-6× His-T7 termonator TET structural gene expression plasmid
BBa_K5366025 Composite T7 promoter-RBS-HDM-6× His -T7 termonator HDM structural gene expression plasmid
BBa_K5366053 Tag 6× His Tag C-term His tag for purification and identification of protein of interest.
BBa_K5366068 Regulatory T7 promoter (lacI repressile) A lac repressible T7 promoter.
BBa_K5366069 Termonator T7 terminator Terminator for bacterial expression
BBa_K5366070 RBS RBS Efficient ribosome binding site from bacteriophage T7 gene 10.
Soluble expression

To tackle the issue of protein aggregation during expression, we incorporated a pro-fusion tag sequence at the N-terminus of the target protein in order to promote soluble expression. This approach aimed to bind and separate the aggregation-prone folding intermediates of the target proteins. The experimental results demonstrated that for the soluble expression of the AJC7 protein, the pro-fusion tags NusA and MBP significantly enhanced solubility by 1.63-fold and 1.69-fold, respectively, compared to AJC7 without the tag.

part number typology name description
BBa_K5366026 Protein_ Domain MBP Maltose-binding protein with wide solubilization range and high solubilization efficiency
BBa_K5366027 Protein_ Domain TrxA Thioredoxin A, thermally stable, highly soluble
BBa_K5366028 Protein_ Domain NusA Transcription anti-termination factor A, a highly soluble protein that binds and separates aggregation-prone folding intermediates of its target proteins
BBa_K5366029 Composite T7 promoter-RBS-MBP-linker-AJC7-6×His -T7 termonator MBP pro-fusion labeling and AJC7 structural gene co-expression plasmid
BBa_K5366030 Composite T7 promoter-RBS-TrxA-linker-AJC7-6×His -T7 termonator TrxA pro-fusion labeling and AJC7 structural gene co-expression plasmid
BBa_K5366031 Composite T7 promoter-RBS-NusA-linker-AJC7-6×His -T7 termonator NusA pro-fusion labeling and AJC7 structural gene co-expression plasmid

The DNA of AJC7 and MBP were both inserted into a plasmid, resulting in the construction of a recombinant plasmid. Subsequently, transcription and translation were carried out, leading to the fusion of NusA at the N-terminus of AJC7.

Mutations

Among all the stacked mutations, we identified the optimal mutant, AJC7-S125D/T181A/I129T, which catalyzed the production of 37 g/L of tagatose from 100 g/L of fructose within 2 hours. This process achieved a maximum conversion rate of 37% and a yield of 18.5 g/(L·h) at a final enzyme concentration of 23 mg/mL. When compared to the previously reported best mutant, UxaE 5V, this performance was two-fold higher.

part number typology name description
BBa_K5366032 Coding AJC7/S125D AJC7 single point mutant
BBa_K5366033 Coding AJC7/T181A AJC7 single point mutant
BBa_K5366034 Coding AJC7/H342L AJC7 single point mutant
BBa_K5366035 Coding AJC7/I129T AJC7 single point mutant
BBa_K5366036 Coding AJC7/L140P AJC7 single point mutant
BBa_K5366037 Coding AJC7/S125D/ T181A AJC7 two-point mutant
BBa_K5366038 Coding AJC7/S125D/ H342L AJC7 two-point mutant
BBa_K5366039 Coding AJC7/S125D/ I129T AJC7 two-point mutant
BBa_K5366040 Coding AJC7/S125D/ L140P AJC7 two-point mutant
BBa_K5366041 Coding AJC7/S125D/T181A/ I129T AJC7 triple point mutant
BBa_K5366042 Coding AJC7/S125D/T181A/ L140P AJC7 triple point mutant
BBa_K5366043 Coding AJC7/S125D/T181A/ H342L AJC7 triple-point mutant
BBa_K5366044 Coding AJC7/S125D/T181A/ I129T/ L140P AJC7 four-point mutant
BBa_K5366045 Coding AJC7/S125D/T181A/ I129T/L140P/ H342L AJC7 five-point mutant
BBa_K5366054 Composite T7 promoter-RBS-AJC7/S125D-6×His-T7 termonator AJC 7 single-point mutation expression plasmid
BBa_K5366055 Composite T7 promoter-RBS-AJC7/T181A-6×His-T7 termonator AJC 7 single-point mutation expression plasmid
BBa_K5366056 Composite T7 promoter-RBS-AJC7/H342L-6×His-T7 termonator AJC 7 single-point mutation expression plasmid
BBa_K5366057 Composite T7 promoter-RBS-AJC7/I129T-6×His-T7 termonator AJC 7 single-point mutation expression plasmid
BBa_K5366058 Composite T7 promoter-RBS-AJC7/L140P-6×His-T7 termonator AJC 7 single-point mutation expression plasmid
BBa_K5366059 Composite T7 promoter-RBS-AJC7/S125D/ T181A-6×His-T7 termonator AJC 7 AJC 7 two-point mutation expression plasmid
BBa_K5366060 Composite T7 promoter-RBS-AJC7/S125D/ H342L-6×His-T7 termonator AJC 7 AJC 7 two-point mutation expression plasmid
BBa_K5366061 Composite T7 promoter-RBS-AJC7/S125D/ I129T-6×His-T7 termonator AJC 7 two-point mutation expression plasmid
BBa_K5366062 Composite T7 promoter-RBS-AJC7/S125D/ L140P-6×His-T7 termonator AJC 7 two-point mutation expression plasmid
BBa_K5366063 Composite T7 promoter-RBS-AJC7/S125D/T181A/ I129T-6×His-T7 termonator AJC 7 triple point mutation expression plasmid
BBa_K5366064 Composite T7 promoter-RBS-AJC7/S125D/T181A/ L140P-6×His-T7 termonator AJC 7 triple point mutation expression plasmid
BBa_K5366065 Composite T7 promoter-RBS-AJC7/S125D/T181A/ H342L-6×His-T7 termonator AJC 7 triple point mutation expression plasmid
BBa_K5366066 Composite T7 promoter-RBS-AJC7/S125D/T181A/ I129T/ L140P-6×His-T7 termonator AJC 7 four-point mutation expression plasmid
BBa_K5366067 Composite T7 promoter-RBS-AJC7/S125D/T181A/ I129T/L140P/ H342L-6×His-T7 termonator AJC 7 five-point mutation expression plasmid
Biosensor
part number typology name description
BBa_K5366046 Coding GFP Green fluorescent protein
BBa_K5366047 Coding ECOLIN_RS18700 tagR Transcriptional factor
BBa_K5366048 Regulatory Feature 14 Bidirectional promoter
BBa_K5366049 Composite pACYCDuet-1-tagR-P-RS-sfGFP1 Sensor plasmids for deterrent protein and green fluorescent constructs
BBa_K5366050 Coding Gene Cluster Includes tagatose transporter proteins, tagatose-responsive transcription factors and promoters
BBa_K5366051 Composite pCDFDuet-P1-sfGFP1 Plasmids expressing green fluorescence
BBa_K5366052 Coding ECOLIN_RS18695 Transcriptional factor
Part Collection

Among our designed parts, BBa K5366017, BBa K5366021, and BBa K5366020 all demonstrated higher enzyme activity than the screening template, exhibiting superior tagatose-4-epimerase activity. Notably, BBa K5366017 showcased the highest enzyme activity; this part represents a newly identified Tagatose-4-epimerase sequence obtained through gene mining in this project, highlighting its significant potential.

Additionally, BBa K5366032 to BBa K5366036 are the five potential mutation sites identified through our mutagenesis approach. By rational design, we introduced mutations in the selected proteins that may enhance enzymatic activity. These sites were chosen based on their predicted ability to improve substrate binding and catalytic efficiency.

Figure 1 Molecular docking results of D-tagatose-4-epimerase (using AJC7 as an example)

These mutant elements are all elevated compared to the wild-type type

Figure 2 The concentrations of tagatose produced by Wild-type, S125D, T181A, H342L, I129T, and L140P with 100 g/L fructose as substrate for 5 h

BBa K5366037 to BBa K5366045 represent iterative mutations based on a single point mutation. Among these, BBa K5366041 demonstrated the most significant enhancement in enzyme activity, with its catalytic efficiency nearly tripling compared to BBa K5366041 (Fig. 3). At a final enzyme concentration of 23 mg/mL, it catalyzed the production of 37 g/L of Tagatose from 100 g/L of fructose within 120 minutes, achieving a 37% conversion rate and a yield of 18.5 g/(L·h). At the 80-minute mark, 33 g/L of Tagatose was produced, yielding a 33% conversion rate and an impressive yield of 24 g/(L·h), which represented the highest yield observed (Fig. 4). The values of Km (mM) and Vmax (mM/h) were determined using nonlinear regression with Origin software, yielding a Vmax of 27.309mM/h and a Km of 99.805mM (Fig. 5).

Figure 3 The concentration of tagatose produced by Wild-type, S125D, S125D/ T181A, S125D/ T181A/ I129T, and S125D/ T181A/ H342L, respectively, with 100 g/L fructose as the substrate for 5 h.

Figure 4 Conversion rate of AJC7-S125D/ T181A/ I129T under optimal conditions

Figure 5 Nonlinear regression equation for substrate concentration and reaction rate

To investigate the relationship between mutation sites during iterative mutation, we conducted molecular docking on the most effective mutants: S125D, S125D/T181A, and S125D/T181A/I129T. This analysis aimed to examine the role of the shared mutation site, S125D, across different mutants. The results of the docking studies are presented below:

Figure 6 Docking model of D-fructose in the S125D mutant

Figure 7 Docking model of D-fructose in the S125D/T181A mutant.

Figure 8 Docking model of D-fructose in the S125D/T181A/I129T mutant

Their results indicate that S125D plays a consistent role in all mutations due to the first step in the conversion of d-fructose to d-tagatose is the production of a glyceraldehyde intermediate.When serine is mutated to aspartic acid, the carboxy group of aspartic acid can interact with the terminal aldehyde group of the glyceraldehyde intermediate, promoting the protonation of the aldehyde and thus facilitating the catalysis and production of D-tagatose. Furthermore, the negatively charged aspartic acid may enhance interactions with the positively charged substrate and alter the charge distribution in the binding pocket, thereby improving the catalytic activity of the enzyme. The importance of the S125D mutation for increasing the activity of tagatose-4-epimerase is evident.

For the newly identified optimal mutant BBa K5366041 of the potential tagatose-4-epimerase sequence, we further investigated its enzymatic properties. This mutant catalyzed the conversion of fructose to tagatose with an optimal reaction temperature of 70 ℃(Figure 9) and an optimal pH of 9.0 (Figure 10). These findings enabled the iGEM team to conduct additional studies on its properties.

Figure 9 Effect of reaction temperature on the enzyme activity of AJC7-S125D/ T181A/ I129T.

Figure 10 Effect of pH on the enzyme activity of AJC7-S125D/ T181A/ I129T .

Upon reviewing the iGEM part library, we discovered that past teams, such as XJTU-China 2018, had also provided sequences for enzymes capable of catalyzing the generation of tagatose from fructose. However, these teams did not present any experimental data. In contrast, our team proposes an enzyme that catalytically generates tagatose from fructose, supported by wet experimental data for the first time in iGEM history. Furthermore, we modified this enzyme through protein engineering, and the three-point mutant of this enzyme resulted in a maximum conversion of 37%, achieving peak yield rates of 24 g/(L·h). While comparable data from previous iGEM entries is lacking, literature review indicates that our proposed enzyme remains competitive among others with similar functionalities. This advancement presents promising prospects for the industrial-scale production of Tagatose.

Active Part Collection
part number typology name description
BBa_K5366017 Coding AJC7 Pseudothermotoga hypogea DSM-derived sequences with tagatose-4-epimerase activity
BBa_K5366022 Composite T7 promoter-RBS-AJC7-6× His-T7 termonator AJC7 structural gene expression plasmid
BBa K5366032 Coding AJC7/S125D AJC7 single point mutant
BBa_K5366054 Composite T7 promoter-RBS-AJC7/S125D-6×His-T7 termonator AJC 7 single-point mutation expression plasmid
BBa K5366037 Coding AJC7/S125D/ T181A AJC7 two-point mutant
BBa_K5366059 Composite T7 promoter-RBS-AJC7/S125D/ T181A-6×His-T7 termonator AJC 7 two-point mutation expression plasmid
BBa K5366041 Coding AJC7/S125D/T181A/ I129T AJC7 triple point mutant
BBa_K5366063 Composite T7 promoter-RBS-AJC7/S125D/T181A/ I129T-6×His-T7 termonator AJC 7 triple point mutation expression plasmid