Skip to main content

METHODS article

Front. Plant Sci., 27 November 2015
Sec. Technical Advances in Plant Science

Optimization of Ammonium Sulfate Concentration for Purification of Colorectal Cancer Vaccine Candidate Recombinant Protein GA733-FcK Isolated from Plants

  • Therapeutic Protein Engineering Lab, Department of Medicine, College of Medicine, Chung-Ang University, Seoul, South Korea

A protein purification procedure is required to obtain high-value recombinant injectable vaccine proteins produced in plants as a bioreactor. However, existing purification procedures for plant-derived recombinant proteins are often not optimized and are inefficient, with low recovery rates. In our previous study, we used 25–30% ammonium sulfate to precipitate total soluble proteins (TSPs) in purification process for recombinant proteins from plant leaf biomass which has not been optimized. Thus, the objective in this study is to optimize the conditions for plant-derived protein purification procedures. Various ammonium sulfate concentrations (15–80%) were compared to determine their effects on TSPs yield. With 50% ammonium sulfate, the yield of precipitated TSP was the highest, and that of the plant-derived colorectal cancer-specific surface glycoprotein GA733 fused to the Fc fragment of human IgG tagged with endoplasmic reticulum retention signal KDEL (GA733P-FcK) protein significantly increased 1.8-fold. SDS-PAGE analysis showed that the purity of GA733P-FcK protein band appeared to be similar to that of an equal dose of mammalian-derived GA733-Fc (GA733M-Fc). The binding activity of purified GA733P-FcK to anti-GA733 mAb was as efficient as the native GA733M-Fc. Thus, the purification process was effectively optimized for obtaining a high yield of plant-derived antigenic protein with good quality. In conclusion, the purification recovery rate of large quantities of recombinant protein from plant expression systems can be enhanced via optimization of ammonium sulfate concentration during downstream processes, thereby offering a promising solution for production of recombinant GA733-Fc protein in plants.

Introduction

Mammalian, yeast, and insect cell cultures are used to produce recombinant subunit vaccines owing to their ability to express proteins in a manner similar to that observed in the native organism (Ko, 2014). However, expensive culture media and purification steps required for recovering recombinant proteins expressed in the cells of these organisms increase the cost of recombinant subunit vaccine production. In addition, most subunit vaccines produced in these systems are heat sensitive and require parenteral delivery, which restricts the use of recombinant subunit vaccines in many developing countries where health systems are not well equipped (Rigano and Walmsley, 2005). For use in plant molecular biofarming, the tobacco plant has several advantages over other plants, such as highly efficient transformation and regeneration, relatively short period for biomass production, and easy homogenization processing for protein purification due to soft leaf tissue (Jamal et al., 2009, 2012; Song et al., 2015). The tumor-associated antigen GA733, a glycoprotein that is highly expressed on the cell-surface of colorectal carcinomas, has previously been fused with the human immunoglobulin Fc fragment carrying the ER retention sequence, to produce the recombinant antigen-antibody complex GA733-FcK in a plant expression system (Lu et al., 2012; Park et al., 2015a,b). Moreover, expression of the recombinant protein GA733-FcK has been successful in a plant system (Lim et al., 2015). Optimization of the protein purification process is essential for the successful production of the tagged recombinant therapeutic protein in the total soluble protein (TSP) recovery step during the downstream process (Geyer et al., 2005; Aspelund and Glatz, 2010; Kim et al., 2015). To purify the tagged recombinant proteins, the TSPs must be extracted, separated, and eventually isolated, from the plant biomass debris (Desai et al., 2002). In general, 35% ammonium sulfate is often applied for precipitation of TSPs from plant extracts (Lim et al., 2015). However, the ammonium sulfate concentration for the precipitation of TSPs harboring GA733-FcK has not been optimized. In this study, a recombinant colorectal cancer vaccine candidate fusion protein GA733-FcK expressed in transgenic Nicotiana tabacum plants was purified by protein-G affinity chromatography. Thus, we optimized ammonium sulfate TSP precipitation conditions to increase the recovery rate of GA733-FcK in transgenic plant leaves.

Materials And Methods

Plant Material

Seedlings of transgenic tobacco (N. tabacum) plants expressing the recombinant protein GA733-FcK (Lu et al., 2012) were transplanted into a pot containing soil and grown in a greenhouse (Figure 1A).

FIGURE 1
www.frontiersin.org

FIGURE 1. Growth of transgenic plants expressing GA733-FcK (A) in a greenhouse and immunoblot analysis of the plant-derived GA733-FcK (GA733P-FcK) and mammalian-derived GA733-Fc (GA733M-Fc) (B). Plant leaf samples were homogenized in 1 × PBS, separated by 10% SDS-PAGE, and transferred onto nitrocellulose membrane. Lane 1, positive control; GA733M-Fc (68 kDa); lane 2, non-transgenic plant (NT); and lane 3, GA733P-FcK. The bands were detected by anti-human Fc IgG conjugated to HRP.

Removal of Chloroplasts

For purification of the plant-derived recombinant protein GA733-FcK (GA733P-FcK), tobacco plant leaves were homogenized in an HR2094 blender (Philips, Seoul, Korea) using extraction buffer (37.5 mM Tris-HCl, pH 7.5; 50 mM NaCl; 15 mM EDTA; 75 mM sodium citrate; and 0.2% sodium thiosulfate) (Figure 2). After centrifugation at 9,000 × g for 30 min at 4°C, the supernatant was filtered through a Miracloth (Biosciences, La Jolla, CA, USA), and pH of the filtered solution reduced to 5.1 by adding 99.0% ultrapure acetic acid, pH 2.4. The solution was again centrifuged at 10,000 × g for 30 min at 4°C.

FIGURE 2
www.frontiersin.org

FIGURE 2. Schematic diagram of downstream processing of recombinant protein GA733-FcK from plant leaf biomass. The second ammonium sulfate application (15, 30, 35, 40, 50, 60, 70, and 80%) was performed for TSP precipitation (the dotted lined rectangular box).

Protein Precipitation

After removal of the chloroplasts, the pH of the solution was brought up to 7.0 by adding 3 M Tris-HCl, and ammonium sulfate was added to 15% saturation at 4°C (Figure 2). After centrifugation at 9,000 × g for 30 min at 4°C, the supernatant was collected. Different concentrations (15, 20, 30, 40, 50, 60, 70, and 80%) of ammonium sulfate were added to the supernatant at 4°C. After incubation at 4°C overnight, the solution was centrifuged again at 9,000 × g. The pellet was resuspended in extraction buffer (1/10th of the original solution volume), and the final solution was then centrifuged at 10,000 × g for 30 min at 4°C. The supernatant of the extracted sample was then filtered through a 0.45 μm filter (Merck Millipore, Darmstadt, Germany).

Protein Elution

The TSP solution was loaded onto a 1 ml HiTrap protein G affinity column (Pharmacia, Uppsala, Sweden), and the column was washed with 10 mL binding buffer (0.2 M sodium phosphate, pH 7.0). After washing the column, the protein was eluted with elution buffer (1 M glycin-HCl, pH 2.7). One-milliliter aliquots of the fraction were collected in microtubes containing 55 μL of neutralizing buffer (1 M Tris-HCl, pH 9.0).

Dialysis

The eluted samples of GA733P-FcK were dialyzed against 1 × PBS buffer (137 mM NaCl, 10 mM Na2HPO4, 2.7 mM KCl, and 2 mM KH2PO4) twice at 4°C for 1 h 30 min, and the final dialysis was performed overnight at 4°C. Dialyzed samples were frozen in liquid nitrogen and stored at -80°C until further analysis.

SDS-PAGE

Fresh harvested leaf samples (100 mg) were ground in 300 μL of 1 × PBS buffer (137 mM NaCl, 10 mM Na2HPO4, 2.7 mM KCl, and 2 mM KH2PO4). A 20 μL sample was mixed with 4 μL loading buffer (1 M Tris-HCl, 50% glycerol, 10% SDS, 5% 2-mer captoethanol, and 0.1% bromophenol blue) and loaded onto the 12% protein gel. The proteins were electrophoresed using 1 × SDS running buffer (25 mM Tris-HCl, 200 mM glycine, 0.1% [w/v] SDS). The protein gel was stained with Coomassie blue staining solution (10% acetic acid [v/v], 30% methanol [v/v], 0.01% Coomassie blue [w/v]) by shaking at room temperature (RT) for 30 min. The gel was de-stained with 10% acetic acid by shaking at RT.

Immunoblot Analysis

The proteins electrophoresed through the gel were transferred to a nitrocellulose membrane (Millipore Corp., Billerica, MA, USA). Membranes were blocked with 5% skim milk powder (Sigma, St. Louis, MO, USA) in 1 × PBS-T buffer (1 × PBS plus 0.5% [v/v] Tween 20) at RT for 2 h. The membrane was incubated for 1 h 30 min at RT with goat anti-human Fcγ (1:15,000) recognizing the human Fc fragment portion of GA733-FcK. The protein bands were detected using SuperSignal chemiluminescence substrate (Pierce, Rockford, IL, USA). Protein bands were visualized by exposing the membrane to an X-ray film (Fuji, Tokyo, Japan) using a chemiluminescence substrate (Pierce).

Surface Plasmon Resonance (SPR)

Steady-state equilibrium binding of GA733P-FcK and GA733M-Fc were analyzed at 25°C using a ProteOn XPR36 surface plasmon resonance (SPR) biosensor (Bio-Rad Labs, Hercules, CA, USA) (Khurana et al., 2009; Kim et al., 2015). Anti-GA733 mAb was injected for immobilization on the chip in the horizontal orientation of the ProteOn XPR36 fluidics at a flow rate of 40 μL/min for 90 s (60 μL). GA733P-FcK purified from plants (1 and 2 μg) and GA733M-Fc (1 and 2 μg) were injected in the vertical orientation of the ProteOn XPR36 fluidics for 6 min (150 μL) at 25 μL/min, allowing them to be captured by anti-GA733 mAbs immobilized on the chip. The 1 × SDS running buffer was injected simultaneously in the sixth channel to correct for loss of the captured supernatant GA733P-FcK or GA733M-Fc from the chip sensor surface during the experiment, as described by Nahshol et al. (2008). The data for binding kinetics of the anti-GA733 mAbs to both GA733P-FcK and GA733M-Fc were analyzed using Bio-Rad ProteON manager software. Affinity measurements were calculated using the Langmuir with Mass Transfer Algorithm (Khurana et al., 2009).

Results

Expression of Recombinant GA733P-FcK Protein in Transgenic Plants

The seedlings of transgenic plants expressing GA733-FcK (Lu et al., 2012) were transplanted into pots containing soil and grown in a greenhouse (Figure 1A). Western blot analysis with anti-human Fcγ antibody was conducted to confirm the expression of GA733P-FcK in the seedling leaf. GA733-FcK protein band was detected at approximately 65 kDa, similar to the band observed for GA733M-FcK (positive control) (Figure 1B). No band was observed in the non-transgenic plant (NT).

Effect of the Second Ammonium Sulfate Concentration on TSP Precipitation

Total soluble proteins isolated from transgenic plant leaf biomass and GA733P-FcK present therein were analyzed by SDS-PAGE and western blot analyses, respectively (Figures 3A,B, respectively). In order to confirm the effect of the second ammonium sulfate concentration for TSP precipitation after homogenization of leaf biomass and removal of chloroplasts, the TSPs were precipitated using various concentrations (15–80%) of the second ammonium sulfate (Figure 2, rectangle with a dotted line). TSP precipitation in the plant leaf extraction solutions was visualized on a Coomassie-stained gel. The levels of precipitated TSP in the extracts were the highest with 40–60% of ammonium sulfate (Figure 3A). At 15%, the density of TSP bands was the weakest, followed by those at 80 and 30%. The GA733P-FcK protein band in the TSP fraction was detected at approximately 65 kDa by the secondary antibody anti-human Fc IgG conjugated to HRP at 30–80% ammonium sulfate, whereas no protein band was detected at 15% (Figure 3B). Among all the tested concentrations of ammonium sulfate, the density of GA733P-FcK protein bands was stronger at 50, 60, and 70% ammonium sulfate than that at other concentrations (15, 30, 40, and 80%) (Figure 3B).

FIGURE 3
www.frontiersin.org

FIGURE 3. SDS-PAGE to analyze the levels of TSPs precipitated from biomass extracts of transgenic plants expressing recombinant GA733-FcK (A) and western blot analysis to specifically detect recombinant GA733P-FcK in the precipitated TSPs (B). (A) TSPs were visualized on a Coomassie-stained SDS-PAGE gel. (B) GA733P-FcK proteins were detected by anti-human Fc IgG conjugated to HRP. White and solid arrowheads indicate RuBisCO and GA733-FcK, respectively. C; 35% ammonium sulfate used as a control.

Effect of the Second Ammonium Sulfate Concentration on the Purified Recombinant Protein Yield

GA733P-FcK purification was conducted using protein-G method. We confirmed and optimized the second ammonium sulfate concentration for a downstream procedure as above. Protein fraction samples after elution through protein G column were analyzed by Coomassie blue staining of SDS-PAGE (Figure 4). Fractions # 2 and 3 showed strong protein band signals (Figure 4). The purified GA733P-FcK protein yield with different concentrations of the second ammonium sulfate was analyzed using SDS-PAGE and western blot. The purification yields of GA733P-FcK were compared between 35% (control) and 50% of ammonium. The comparison results showed that the optimized concentration of the second ammonium sulfate application (50%) showed 1.8-fold higher yield of GA733P-FcK compared to the control concentration (35%) (Figure 5). The purity of GA733-FcK protein (65 kDa) purified from plants was similar to the recombinant GA733-Fc protein (65 kDa) purified from an animal expression system (GA733M-Fc) (Figure 6).

FIGURE 4
www.frontiersin.org

FIGURE 4. SDS-PAGE to detect GA733P-FcK from eluted fraction samples. M: protein marker; +: positive control, mammalian-derived GA733-Fc (GA733M-Fc); TSP, total soluble protein; 1–7, fraction sample numbers.

FIGURE 5
www.frontiersin.org

FIGURE 5. Effect of ammonium sulfate concentration (%) on purified GA733-FcK yield from transgenic plant leaf biomass. Comparison of GA733P-FcK yield from TSPs treated with 35% (control) and 50% ammonium sulfate. Data represent means and standard errors (∗∗P < 0.05).

FIGURE 6
www.frontiersin.org

FIGURE 6. SDS-PAGE analysis to compare the purity of GA733P-FcK with GA733M-Fc after optimization of ammonium sulfate concentration (50%). Black arrowhead indicates a 65 kDa GA733-Fc protein band.

Binding Activity of Purified GA733P-FcK to Anti-GA733 mAb

Kinetic analysis of binding activity of purified GA733P-FcK to anti-GA733 mAb using SPR showed that GA733P-FcK had almost three times higher Ru value than parental GA733M-FcK. When the amount of GA733P-FcK and GA733M-Fc applied to the chip was doubled, the Ru values increased almost twice. A solution of 1 × PBS as a negative control did not show any Ru value (Figure 7).

FIGURE 7
www.frontiersin.org

FIGURE 7. Surface plasmon resonance interaction analysis of anti-GA733 mAb binding to GA733P-FcK and GA733M-Fc. Anti-GA733 mAb was fixed on a GLC-chip. Binding of GA733P-FcK to anti-GA733 mAb (mAb CO17-1A) was analyzed using SPR.

Discussion

Plants used as expression systems for the production of recombinant therapeutic proteins are considered to have several advantages over other expression systems. These include low production cost of biomass containing recombinant proteins. However, the downstream process, including extraction and purification of the recombinant proteins from plant biomass, often is more complicated and expensive than other fermentation systems. Plant tissues contain a wide range of proteins with different properties, and these portions are subjected to extraction and purification during downstream processing. The non-optimized purification steps involved in recovering recombinant proteins expressed in plants increase the production cost of plant-derived proteins. However, existing purification procedures for these recombinant proteins have not been fully optimized (Lu et al., 2012; Lim et al., 2015), and thus, are often inefficient, with low recovery rates (Park et al., 2015a).

The main purpose of this study was to optimize the conditions for precipitation of TSPs with the second ammonium sulfate application during the downstream purification process of the plant-derived GA733-FcK protein. Our data demonstrate the effects of ammonium sulfate concentration on TSP precipitation and the recovery rate of the GA733P-FcK from plant biomass. Western blot analysis was conducted to confirm the expression of GA733-FcK in the leaf biomass of transgenic plants grown in a greenhouse. GA733P-FcK was detected to be approximately 65 kDa size, similar to the mammalian-derived GA733M-Fc (positive control) by the anti-human Fcγ IgG. GA733P-FcK yield with different concentrations of the second ammonium sulfate application was analyzed using SDS-PAGE and western blot. We confirmed the level of precipitated TSPs in the extracts using SDS-PAGE. The highest levels of TSPs were observed when 40–60% ammonium sulfate was used. We verified that the TSP bands observed with 80 and 30% ammonium sulfate were weak, followed by that with 15%. The 35% (control) application, which has been applied previously (Lu et al., 2012; Lee et al., 2013; Lim et al., 2015), showed similar band densities as those with 40–60% application. However, western blot analysis showed that the specific band density of GA733P-FcK detected by anti-human Fc IgG with 35% application was lower than those detected with 40–60%. These results suggest that the high TSP levels do not always indicate high levels of specific GA733-FcK in the TSPs. Indeed, at 30–80% concentration of ammonium sulfate, GA733-FcK protein band (at ∼65 kDa) was detected, whereas no protein band was detected with 15% ammonium sulfate application. The purification yields (mg/ml) of GA733P-FcK were compared between 35% (control) and 50% of ammonium sulfate that resulted in the highest yields for TSPs and GA733-FcK proteins. The comparison results showed that after optimization (using 50% ammonium sulfate), 1.8-fold higher yields were obtained compared to the control (35%). Furthermore, the purity of GA733-FcK purified from plants was similar to that of the recombinant GA733-Fc protein purified from an animal expression system. These results suggest that purification recovery rate of large quantities of recombinant protein from transgenic plant expression systems can be enhanced via optimization of ammonium sulfate concentration during the downstream purification process, thereby offering a promising solution for the production of recombinant GA733-Fc protein in plant expression systems.

Conflict of Interest Statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Acknowledgments

This research was supported by a grant (Code# PJ0111102015) from the Korean Rural Development Administration, National Research Foundation of Korea Grant funded by the Korean Government (MEST) (NRF-2014R1A2A1A11052922).

References

Aspelund, M. T., and Glatz, C. E. (2010). Purification of recombinant plant-made proteins from corn extracts by ultrafiltration. J. Membr. Sci. 353, 103–110. doi: 10.1016/j.memsci.2010.02.036

CrossRef Full Text | Google Scholar

Desai, U. A., Sur, G., Daunert, S., Babbitt, R., and Li, Q. (2002). Expression and affinity purification of recombinant proteins from plants. Protein Express. Purif. 25, 195–202. doi: 10.1006/prep.2002.1627

PubMed Abstract | CrossRef Full Text | Google Scholar

Geyer, B. C., Muralidharan, M., Cherni, I., Doran, J., Fletcher, S. P., Evron, T., et al. (2005). Purification of transgenic plant-derived recombinant human acetylcholinesterase-R. Chem. Biol. Interact. 157–158, 331–334. doi: 10.1016/j.cbi.2005.10.097

PubMed Abstract | CrossRef Full Text | Google Scholar

Jamal, A., Ko, K., Kim, H.-S., Choo, Y.-K., Joung, H., and Ko, K. (2009). Role of genetic factors and environmental conditions in recombinant protein production for molecular farming. Biotech. Adv. 27, 914–923. doi: 10.1016/j.biotechadv.2009.07.004

PubMed Abstract | CrossRef Full Text | Google Scholar

Jamal, A., Lee, J.-H., Lee, K.-J., Oh, D.-B., Kim, D.-S., Lee, K.-K., et al. (2012). Chimerism of multiple monoclonal antibodies expressed in a single plant. Hort. Environ. Biotechnol. 53, 544–551.

Google Scholar

Khurana, S., Suguitan, A. L., Rivera, Y., Simmons, C. P., Lanzavecchia, A., Sallusto, F., et al. (2009). Antigenic fingerprinting of H5N1 avian influenza using convalescent sera and monoclonal antibodies reveals potential vaccine and diagnostic targets. PLoS ONE 6:e1000049. doi: 10.1371/journal.pmed.1000049

PubMed Abstract | CrossRef Full Text | Google Scholar

Kim, D.-S., Lu, Q., Lee, K.-J., and Ko, K. (2015). Optimization of colorectal cancer vaccine candidate protein GA733-Fc expression in a baculovirus-insect cell system. Entomol. Res. 45, 39–48. doi: 10.1111/1748-5967.12092

CrossRef Full Text | Google Scholar

Ko, K. (2014). Expression of recombinant vaccines and antibodies in plants. Monoclon. Antib. Immunodiagn. Immunother. 33, 192–198. doi: 10.1089/mab.2014.0049

PubMed Abstract | CrossRef Full Text | Google Scholar

Lee, J.-H., Park, D.-Y., Lee, K.-J., Kim, Y.-K., So, Y.-K., Ryu, J.-S., et al. (2013). Intracellular reprogramming of expression, glycosylation, and function of a plant-derived antiviral therapeutic monoclonal antibody. PLoS ONE 8:e68772. doi: 10.1371/journal.pone.0068772

PubMed Abstract | CrossRef Full Text | Google Scholar

Lim, C.-Y., Lee, K.-J., Oh, D.-B., and Ko, K. (2015). Effect of the developmental stage and tissue position on the expression and glycosylation of recombinant glycoprotein GA733-FcK in transgenic plants. Front. Plant Sci. 5:778. doi: 10.3389/fpls.2014.00778.

PubMed Abstract | CrossRef Full Text | Google Scholar

Lu, Z., Lee, K.-J., Shao, Y., Lee, J.-H., So, Y. K., Choo, Y.-K., et al. (2012). Expression of GA733-Fc fusion protein as a vaccine candidate for colorectal cancer in transgenic plants. J. Biomed. Biotechnol. 12, 1–11. doi: 10.1155/2012/364240

PubMed Abstract | CrossRef Full Text | Google Scholar

Nahshol, O., Bronner, V., Notcovich, A., Rubrecht, L., Laune, D., and Bravman, T. (2008). Parallel kinetic analysis and affinity determination of hundreds of monoclonal antibodies using the ProteOn XPR36. Anal. Biochem. 383, 52–60. doi: 10.1016/j.ab.2008.08.017

PubMed Abstract | CrossRef Full Text | Google Scholar

Park, S. H., Kim, A. Y., Ma, S. H., Kim, H. M., Kang, H. S., Maeng, J. S., et al. (2015a). Purification of human carcinoma antigen GA733-2 expressed in Escherichia coli and production of its polyclonal antibody in rabbit. Anim. Cells Syst. 3, 188–193. doi: 10.1080/19768354.2015.1030345

CrossRef Full Text | Google Scholar

Park, Y. S., Lee, J.-H., Park, J. Y., Hwang, H. S., Zenke, M., Han, D. W., et al. (2015b). Functionality of insect-cell-derived colorectal cancer vaccine candidate protein EpCAM-Fc in human dendritic cells. Entomol. Res. 45, 162–166. doi: 10.1111/1748-5967.12109

CrossRef Full Text | Google Scholar

Rigano, M. M., and Walmsley, A. M. (2005). Expression systems and developments in plant-made vaccines. Immunol. Cell Biol. 83, 271–277. doi: 10.1111/j.1440-1711.2005.01336.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Song, I., Kim, D. S., Kim, M. K., and Ko, K. (2015). Comparison of total soluble protein in various horticultural crops and evaluation of its quantification methods. Hort. Environ. Biotechnol. 56, 123–129. doi: 10.1007/s13580-015-0097-y

CrossRef Full Text | Google Scholar

Keywords: ammonium sulfate, colorectal cancer, GA733-Fc, recombinant vaccine, transgenic plant

Citation: Park S-R, Lim C-Y, Kim D-S and Ko K (2015) Optimization of Ammonium Sulfate Concentration for Purification of Colorectal Cancer Vaccine Candidate Recombinant Protein GA733-FcK Isolated from Plants. Front. Plant Sci. 6:1040. doi: 10.3389/fpls.2015.01040

Received: 14 August 2015; Accepted: 09 November 2015;
Published: 27 November 2015.

Edited by:

Basil J. Nikolau, Iowa State University, USA

Reviewed by:

Vania Michelotti, Consiglio per la Ricerca e la Sperimentazione in Agricoltura, Italy
Hyun-Soon Kim, Korea Research Institute of Bioscience and Biotechnology, South Korea

Copyright © 2015 Park, Lim, Kim and Ko. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Kisung Ko, a3Nrb0BjYXUuYWMua3I=

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.