2.1. Identification of Various Kinds of VNAR under Different Panning Condition
As shown in
Figure 1a, to obtain several VNARs that exhibited different physicochemical properties, we investigated five types of selection pressures: normal, preheating, low temperature, high salt concentration, and high urea concentration during the binding process of phage display. Three rounds of panning were performed under normal, preheated, low temperature, high salt concentration, and high urea concentration conditions. After panning, the library was named a phage pool according to the following rules: the panning condition is represented by the first letter, and the number of rounds is represented by the number of second letters. For example, the phage pool in round 3 under normal conditions was denoted as N3. Furthermore, the phage pool before panning was named “Input.” Phage ELISA was performed to evaluate antigen-specific enrichment. Phage particles specifically reacted with Venus but not with BSA (
Figure 1b). The absorbance of the phage ELISA increased each round. Sufficient enrichment was observed after three rounds of panning under each condition.
For NGS analysis, phage pools from rounds 1 to 3 were prepared under five panning conditions. These 15 pools and inputs, totaling 16 pools, were subjected to NGS analysis. Sequences without stop codons were extracted from sequence reads >400 bp in length. CDR3 sequences were extracted from these sequences. The numbers of CDR3 reads are listed in
Table S1. CDR3 abundance (%) is the quotient of the number of occurrences of each identified CDR3 sequence and the total number of CDR3 in each phage pool.
In round 3 pools, under each condition, the top 500 CDR3 sequences with high abundance were extracted and aligned. Subsequently, a heat map was generated to illustrate the prevalence of highly abundant CDR3 from input to round three, colored red to green, indicating low to high abundance (
Figure 1c). The U3 pool had a large proportion of red in the input, suggesting that the VNARs present in the input were not sufficiently excluded until three rounds of panning. Some sequence groups in S3, marked with an asterisk in
Figure 1c, were not eliminated from the input, although their proportion was smaller than that of U3. In contrast, the L3 and H3 pools eliminated most clones from the input pool during the panning process.
The fold-change was calculated to select preferentially enriched clones in each pool. The fold change was calculated as CDR3 abundance in each pool divided by CDR abundance in N3. Higher values indicate more condition-specifically enriched clones.
The fold changes in the top 500 sequences of each phage pool are shown in
Figure 1c. Low to high fold changes are shown in white and blue, respectively. Clones with a fold change > 10 in U3 were frequently observed. CDR3 abundance in these antibody groups was higher than 0.01% of the input pool. These sequencing groups were non-antigen-specifically enriched. In contrast, L3, H3, and S3 had relatively fewer sequence groups, as shown in blue, than U3. These sequence groups were not highly abundant in the input. Slight antigen-specific enrichment was detected under low temperature, preheating, and high salt concentration conditions, which was different from normal conditions. However, under high-salt conditions, a small number of non-antigen-specific concentrated VNARs, similar to the high urea concentration conditions, were included.
Figure 2a shows clones that satisfied the following criteria: CDR3 abundance in input = n.d., fold change > 10, and antigen binding activity. No VNAR satisfying this criterion can be selected in the U3 pool. Although the enrichment patterns of L3, S3, and H3 were similar to those of N3, condition-specifically enriched clones were selected.
As shown in
Figure 2a, the sequences of Z11 and the condition-specific clones were classified as type II, except for H3-5 [
8]. CDR3 abundance in L3-5 was 0.014% in L3 and 0.01% in N3. Because the fold change was 11.3, L3-5 was specifically enriched at low temperatures.
L3-5 and Z11 sequences differed by seven residues in CDR3 (
Figure 2b). One of the characteristic differences between Z11 and L3-5 was the net charge. Position 98 of Z11 was a negatively charged amino acid, Asp, and in L3-5, the residue at the same position was a neutrally charged amino acid, Ala. Z11 has a neutral amino acid Thr at position 99 and Gly at position 103, whereas L3-5 has a positively charged Arg at both positions. The frequencies of the aromatic amino acids also differed. At position 101, Z11 was Ala, whereas L3-5 was Tyr.
The CDR abundance in S3-1 was 0.014% in S3 and 0.001% in N3. A fold change of 11.7 suggested that it was specifically enriched under high-salt concentration conditions (
Figure 2a). S3-1 and Z11 differed in two residues. Position 91 of Z11 is Gln, and S3-1 at the same position is the positively charged amino acid Lys. At position 93, Z11 is the hydrophobic amino acid Ile and S3-1 is the hydrophilic amino acid Ser.
CDR3 abundance in H3-5 was shown to be as low as 0.016% in the H3 pool and was not detected in N3 (
Figure 2a). A fold change of >12.7 suggested that H3-5 was specifically enriched under preheating conditions. The sequence contained two Cys residues in CDR3 and was therefore classified as type V [
9]. Other clones had different CDR3 sequences and lengths. The number of aromatic amino acids (Tyr, Phe, and Trp) contained in CDR3 was one in Z11 and 7 residues for H3-5.
For industrial applications, antibody homogeneity is important for the development of production processes. To assess molecular homogeneity, SDS-PAGE of the purified VNAR was performed (
Figure 2c). A single band was observed at a molecular weight of approximately 15 kDa in all clones. The purity of VNARs was high. A subsequent evaluation of the physicochemical properties of the purified antibody is also presented.
To assess the feasibility of acquiring candidate clones with different characteristics, we compared the reactivity of the condition-specifically enriched VNARs with that of Z11. ELISA was performed to investigate the behavior of each clone under specific conditions. After measuring the absorbance at 450 nm at several antibody concentrations, the fitting was performed with a 4-parameter logistic regression model using Softmax 6.5.1 to calculate EC
50 [
24].
We compared the reactivity of Z11 and the condition-specifically enriched VNARs by ELISA under normal conditions (
Figure 3a). The EC
50 under normal conditions was 3.0 × 10
-7, 1.3 × 10
-6, 9.0 × 10
-8 and 1.3 × 10
-6 M for L3-5, S3-1, H3-5 and Z11, respectively. The selected clones showed reactivity equal to or higher than that of Z11. Clones present at a low frequency in each pool showed higher antigen reactivity than those detected by the conventional method, demonstrating the practicality of this method.
Figure 3b showed isothermal titration calorimetry (ITC) analysis data.
Figure S1 shows the details of ITC analysis. Z11, L3-5, and S3-1 were enthalpy-driven interactions, whereas H3-5 was entropy-driven.
Subsequently, the influence of selection pressure on the physicochemical properties of the selected VNAR was evaluated by calculating its relative reactivity. Relative reactivity was calculated as the quotient of the EC50 under normal ELISA conditions divided by the EC50 under each ELISA condition. A value exceeding 100% indicated an improvement in reactivity under each ELISA condition compared to that under normal ELISA conditions.
Figure 3c displays the effect of temperature change on the reactivity. When the reaction temperature changed from 25°C to 4°C, the relative reactivities were 131%, 244%, 72%, and 202% for L3-5, S3-1, H3-5 and Z11, respectively (
Figure 3g). All the clones showed equal or higher reactivity under low-temperature conditions than under normal conditions. L3-5 and Z11 were confirmed to be enriched in the L3 pool, and their reactivity was slightly improved by ELISA at low temperatures, demonstrating that panning at low temperatures was reflected in the characteristics of the clones.
Next, we evaluated the effect of salt concentration on the reactivity (
Figure 3d). When the NaCl concentration of the reaction solution was changed from 0 to 1 M, the relative reactivities were 17%, 100%, 9%, and 162% for L3-5, S3-1, H3-5, and Z11, respectively (
Figure 3g). Z11 and S3-1 retained their reactivity even in 1 M NaCl, whereas L3-5 and H3-5 showed significantly decreased reactivity. S3-1 and Z11 were enriched in the S3 pool, indicating that the panning conditions were reflected in the physicochemical properties of the clones with high salt tolerance.
The results of the reactivity comparison with and without preheating are shown in
Figure 3e. The relative reactivities of L3-5, S3-1, H3-5, and Z11 were calculated as 22%, 72%, 15%, and 83%, respectively (
Figure 3g). Z11 and S3-1 did not substantially decrease antigen reactivity even after preheating. In contrast, the reactivity of L3-5 and H3-5 decreased significantly. Although H3-5 was isolated from the H3 pool, its relative reactivity after heating was remarkably reduced. Hence, the preheated panning condition was not necessarily reflected in antibody refolding after heat denaturation in ELISA under preheating conditions.
Finally, we investigated the effect of urea concentration on reactivity (
Figure 3f). The relative reactivities of L3-5, S3-1, H3-5, and Z11 were 106%, 63%, 84%, and 59%, respectively (
Figure 3g). No significant decrease in the reactivity was observed for any of the VNARs.
2.3. Analysis of Thermal Stability and Reversibility
Thermal stability is related to aggregation risk and long-term storage stability [
25,
26]. Therefore, thermal stability is important for evaluating the developability of diagnostic reagents [
27]. Thermal stability was evaluated by differential scanning calorimetry (DSC) to evaluate the effect of the selection pressure on the preheating conditions.
Comparative data on the thermal stabilities of the condition-specifically enriched VNAR and Z11 were obtained (
Figure 4). H3-5 had the highest
Tm value among the antibodies tested in this study, showing 62.9°C. Subsequently, the
Tm of Z11 and S3-1 were 61.2°C and 61.7°C, respectively.
Tm value of L3-5 was the lowest at 55.5°C.
Tm value of H3-5 was higher than that of Z11. Preheating treatment successfully improves the thermal stability of antibody molecules [
13]. This result showed that the effect of pretreatment on phage display screening was reflected in an improvement in
Tm value of the screened VNARs.
The second scan of DSC measurement was performed to assess reversibility. The reversibility of Z11, L3-5, S3-5, and H3-5 were 80%, 56%, 69%, and 5%, respectively. H3-5 exhibited a slight endothermic peak in the second scan and the lowest reversibility among the selected clones. In contrast, Z11, L3-5, and S3-5 exhibited higher reversibility than H3-5. The reversibility values are as follows: Z11>S3-1>L3-5>H3-5.