Journal List > Ann Dermatol > v.31(4) > 1129064

Kwon, Han, Kim, Lee, Kim, Hong, and Kim: Polydeoxyribonucleotides Improve Diabetic Wound Healing in Mouse Animal Model for Experimental Validation

Abstract

Background

Wound healing mechanisms is believed to have effects similar to wound healing disorders in diabetic patients, including abnormal inflammatory cells, angiogenesis disorders, and reduced collagen synthesis. Therefore, reestablishment of structural and promoted angiogenesis could be beneficial to promote wound healing process.

Objective

Therefore, we investigated whether the polydeoxyribonucleotide (PDRN) that was self-production in Korea, could be useful as an intradermal injection for promoting wound healing. Also, we validate for wound healing effect of PDRN using healing-impaired (db/db) mice.

Methods

In this study, we confirmed the effects of PDRN by creating wound models in in vitro and in vivo model. Using an in vitro wound healing assay, we observed that PDRN stimulated closure of wounded monolayers of human fibroblast cells. PDRN (8.25 mg/ml) or phosphate-buffered saline (0.9% NaCl) was injected once daily into the dermis adjacent to the wound for 12 days after skin injury.

Results

Time course observations revealed that mice treated with PDRN showed accelerated wound closure and epidermal and dermal regeneration, enhanced angiogenesis. The wound area and depth decreased at 3, 6, 9, and 12 days after skin injury. Histological evaluation showed an increase of vascular endothelial growth factor, CD31, and collagen fibers in the PDRN group compared with the control group, indicating that PDRN was effective in the treatment of delayed wound healing caused by diabetes.

Conclusion

This study suggests that our PDRN has a wound healing effect in transgenic animal models with cells and diabetes through angiogenesis.

INTRODUCTION

Wound healing is a complex process that is divided into three sequential but overlapping phases of inflammation, proliferation, and remodeling. Migration and growth of epithelial cells, fibroblasts, and vascular endothelial cells are primary components of wound healing1. Healing is concomitant with an increased release of angiogenic growth factors from macrophages and keratinocytes, such as vascular endothelial growth factor (VEGF), fibroblast growth factor (FGF), platelet-derived growth factor (PDGF), epidermal growth factor (EGF), and transforming growth factor-β1 (TGF-β1), and impairment of this release leads to a delay in skin repair2. Impaired wound healing in diabetics is not completely understood but is believed to include abnormalities in inflammatory cells, impaired neovascularization, decreased synthesis of collagen, and increased levels of proteinases23. In particular, a chronic wound tends to show decreased levels of EGF, FGF, TGF-β, PDGF, and VEGF, interleukin (IL)-1 and -6, and tumor necrosis factor-α (TNF-α)4. Various drugs have been proposed to address these problems. Currently being developed or studied as injectable wound healing agents are adipocyte derived interstitial cells5, growth factors such as EGF, PDGF67, and placenta injections89.
Polydeoxyribonucleotide (PDRN), which is produced by a high temperature extraction process from the proteins of trout sperm, is a mixture of purines, pyrimidines, deoxyribonucleotides, and deoxyribonucleosides and has varying lengths of 50 to 2,000 base pairs. It consists of low molecular weight DNA with no more than 95% protein101112.
PDRN has shown remarkable therapeutic efficacy by promoting angiogenesis through increasing VEGF expression during skin flap techniques, burn wound healing, and recovery of diabetic wound delays2101314. Furthermore, the effects of PDRN were investigated in a model of diabetesimpaired wound healing2. PDRN improved the skin repair process and enhanced wound breakage strength in diabetic animals. Another clinical situation characterized by a poor skin repair process and impaired angiogenesis is thermal injury1315. The effects of PDRN were investigated in mice with deep-dermal, second degree burn injuries, and the treatment enhanced burn wound re-epithelialization and decreased time to final wound closure23.
PDRN has been shown to activate A2A receptor16. PDRN exerts anti-inflammatory effects by inhibiting mast cell degranulation and inflammatory cytokines. A previous study reported that PDRN administration reduced pro-inflammatory mediators, such as TNF-α, IL-6, and High-mobility group protein 13. PDRN markedly increased upstream signaling for VEGF, as well as the mature protein in wounds, indicating its ability to improve the healing of wounds in genetically diabetic mice that exhibit wound healing impairment due to defects in VEGF regulation at the gene expression level21718.
In this study, we used PDRN extracted (providing BR Beautiful Revolution Co., Ltd., Wonju, Korea) from the testis of Oncorhynchus masou and was produced in Korea by itself. Currently, existing PDRNs are extracted from the semen of O. masou or testis of Oncorhynchus keta. In previous experiments, investigators injected PDRN into the abdominal cavity, but we established experimental differences by injected intra-dermally around the wound at injection sites. Therefore, this study was conducted to test whether the PDRN used in our experiment is usable as an injectable agent and focused on exploring the hypothesis that PDRN is effective in treating the delayed wound healing of diabetic mice by increasing the expression of VEGF and CD31.

MATERIALS AND METHODS

Cell culture

We purchased Normal Human Primary Dermal Fibroblasts-Neonatal (HDF-n), isolated from human neonatal foreskin, from GIBCO® (Invitrogen, Carlsbad, CA, USA). We injected human fibroblasts into the bottom of cell-culture dishes and added Dulbecco's Modified Eagle's Medium (DMEM; Welgene, Gyeongsan, Korea) containing penicillin (100 IU/ml), streptomycin (100 µg/ml), and 10% fetal bovine serum (GIBCO®). Then, we cultivated the dishes in an incubator with a 5% CO2 atmosphere at 37℃.

Cell viability determination

HDF-n cells (5×103 cells) were seeded into a microtiter plate with 96 wells and cultivated for 24 hours under standard cell culture conditions. We removed the media and rinsed the plates with Dulbecco's phosphate-buffered saline (DPBS). We then induced starvation and maintained it for 24 hours. Next, we added new media with PDRN (except for media supplements) into the plate and cultivated the cells for 24 hours. After this, we again removed media with PDRN and rinsed the plate with DPBS. To assess cell viability, we diluted the CCK-8 reaction solution with media with no added supplements at a ratio of 1:10, added 100 µl of the diluted solution into each well, incubated the cells for one hour, and measured absorbance at 450 nm. To assess cell proliferation, we measured cell viability at 24, 48, and 72 hours.

Assessment of cell migration

We seeded HDF-n cells in Ibidi™ chambers in 60 mm dishes at a density of 1.0×104 cells/chamber and cultivated them for 24 hours under standard cell culture conditions. Then, we removed the chambers, rinsed them with DPBS, each plate added 25, 50, 100, and 200 µg/ml of PDRN with the media, and cultivated them under standard cell culture conditions. We observed cell migration with an optical microscope at each time point (0, 24, 48, and 72 hours).

Animals

Every animal experiment conducted for this study was approved by Chung-Ang University's Institutional Animal Care and Use Committee (approval number: 2014-00007). We purchased seven-week-old BKS.Cg-+Leprdb/+Leprdb and m+/+Leprdb female mice strains from The Jackson Laboratory in Korea. Diabetic mutations are the result of spontaneous point mutations in the leptin receptor gene (Lepr). This mouse becomes obese after 3 to 4 weeks. The rise in plasma insulin begins at 10 to 14 days based on the information provided by the vendor, and blood glucose begins at 4 to 8 weeks. All mice were housed in personally air-conditioned animal rooms with standard environmental controls of 24℃±2℃ (temperature), 50%±10% (humidity), and a 12-hour day/night cycle. Animals were allowed free access to food and underwent a one-week stabilization period before testing.

Wound model

Mice were anesthetized with Zoletil (30 mg/kg) and Rompun (10 mg/kg). The back of each mouse was divided into two areas according to the centerline along the back. Each area was inflicted with a full-thickness skin wound 4 mm in diameter using a biopsy punch (Kai Industries Co., Ltd., Tokyo, Japan). The size of a wound area was measured right after the wound was inflicted by a 4-mm biopsy punch, in consideration of skin contraction. The size of the wounds inflicted by a 4-mm biopsy punch was 12.56 mm2, which is within one standard deviation of the average size of the wounds of all mice (12.83±0.83 mm2). As a result, each mouse had two wounds, one serving as the control and the other as the test. The PBS and PDRN group also had their wounds injected with 50 µl into the wound edges of each of the wound sites on each animal in groups of two, using a 0.5 ml syringe and a 28.5 G needle. Each wound was dressed, and PDRN were applied once a day. We observed mice for general symptoms once a day until the test was complete. Observations were made six hours after PDRN intradermal injection. To minimize contamination of the wounds and prevent the PDRN from migrating and dropping out, we used Tegaderm™ films (3M, St. Paul, MN, USA). When 90% of more of the wound was regenerated, the test was considered complete, and the mice were humanely euthanized.

Measurement of the size and depth of wounds

We observed the surface change in the wounds of every mouse using a DSLR (D3200; Nikon, Tokyo, Japan) and Folliscope (LeedM, Seoul, Korea) at days 0, 3, 6, 9, and 12. We captured three-dimensional (3D) images of the wounds with a PRIMOSLITE optical 3D skin measuring device (LMI Technologies GmbH, Teltow, Germany) and analyzed them with PRIMOS software version 5.7. We measured the size and depth of the wounds to assess the time required for wound healing.

Histological assessment

After the mice were euthanized, we extracted skin tissue from the wounds and fixed them with 10% neutral-buffered formalin fixative. We embedded the tissues in molten paraffin wax and the embedded tissues were sectioned into 5-µm slices. We stained the slices with hematoxylin and eosin (H&E) to observe infiltration of inflammatory cells, location of the muscular layer, numbers of foreign body reactions and inflammatory cells, re-epithelialization, proliferation of fibroblasts, and formation of blood vessels. We used Masson's trichrome and van Gieson's staining protocols to determine whether collagen and elastic fibers were created at the wound site.

Immunohistochemistry analysis

VEGF and CD31 immunostaining was performed using tissue samples collected from day 12 after the surgical procedure in order to investigate angiogenesis. Using immunohistochemical staining for VEGF and CD31, the slides from each group were assessed for intensity of expressed diaminobenzidine (DAB) chromogen. CD31 represents a highly specific marker for vascular and endothelial cells.
Paraffin-embedded tissues were sectioned (5 µm), and the slides were subjected to antigen retrieval, with endogenous peroxidase activity quenched using hydrogen peroxide. After blocking non-specific proteins with normal serum in PBS (0.1% Tween-20), slides were incubated with rabbit polyclonal antibodies against CD31 (ab28364; Abcam, Cambridge, UK) or VEGF (SC-152; Santa Cruz Biotechnology, Santa Cruz, CA) (both at a 1:50 dilution). After washing with PBS, slides were incubated with the appropriate biotinylated secondary antibody, followed by conjugated horseradish peroxidase-labeled streptavidin (Thermo Fisher, Waltham, MA, USA), and then washed with PBS. The slides were then incubated with DAB as the chromogen, followed by counterstaining with diluted Harris' H&E and mounting with coverslips. After staining, three high-power fields (×400) were randomly selected in each slide, and the average proportion of positive cells in each field was counted using the true color multi-functional cell image analysis management system (Image-Pro plus 7.0; Media Cybernetics Inc., Silver Spring, MD, USA). To rule out any non-specific staining, PBS was used instead of the primary antibody as a negative control.

Statistical analysis

Data are expressed as the mean plus or minus the standard error of the mean (mean±SEM), and statistical tables in this document contain figures as well as the mean of each group for each statistical period. Comparisons between the control group and the test group were carried out using PASW Statistics ver. 18.0 (IBM Corp., Armonk, NY, USA). The Shapiro–Wilk test was used to test whether normal distributions were present in the data. Probability errors were measured by the Kruskal–Wallis one-way analysis of variance (ANOVA) on ranks. In all cases, a probability error <0.05 was selected as the criterion for statistical significance. When comparisons with the control group were made, the Mann–Whitney U test and Student's t-test using independent samples were used. Probability errors are expressed as follows: p<0.05, p<0.01, p<0.001.

RESULTS

PDRN has no cytotoxic effects and enhances proliferation in human dermal fibroblast neonatal cells

We measured the cytotoxicity of the PDRN using CCK-8 reaction solution, which can determine the viability of cells, in human dermal fibroblast neonatal (HDF-n) cells. The percentage of viable cells was expressed as a proportion of control cell viability, which was set to 100%. The control group was comprised of untreated HDF-n cells, while the other groups consisted of HDF-n cells treated with PDRN at a concentration of 12.5, 25, 50, 100, or 200 µg/ml. To assay cell proliferation in the cells treated with PDRN, we first determined the concentration of PDRN at which no cytotoxicity was observed and then measured cell proliferation in cells treated with that concentration after 48 and 72 hours. When treated with PDRN at concentrations of 12.5, 25, 50, 100, and 200 µg/ml, the number of HDF-n cells increased by 98.4%, 105.4%, 112.6%, 125.2%, and 130.1%, respectively, 48 hours after treatment and by 100.5%, 103.7%, 107.8%, 117.8%, and 120.4% 72 hours after treatment (Fig. 1). We observed migration of HDF-n cells using an optical microscope at each time point (0, 24, 48, and 72 hours). Compared with control cells, the space between sides of the scratched wound became narrower after 48 hours in cells treated with PDRN, but this difference was not statistically significant. Together, these results show that PDRN has no cytotoxic effect and enhances cell proliferation.

PDRN improves wound healing in diabetic mice

We conducted a visual inspection to assess the progress of wound closure. There was no significant difference between the PBS-injected group and the PDRN-injected group in the m+/+Leprdb mice (hetero type) however +Leprdb/+Leprdb mice (db/db) showed significant increase in granulation tissue and capillary blood vessels in the PDRN injected group compared to PBS injected group (Fig. 2). At the same time as the visual inspection, we also measured and analyzed the size and depth of wounds and the associated decreases (Fig. 3). As for the m+/+Leprdb mice, those injected with PBS and those with PDRN showed no significant differences in terms of the size of wound areas and wound depth. However, for +Leprdb/+Leprdb mice, those injected with PDRN showed a significant decrease in wound depth compared with those injected with PBS at day 6 (40.33%±3.61%, p<0.05) and day 9 (22.75%±1.95%, p<0.05).

PDRN promotes wound healing with rapid re-epithelization

H&E revealed that the wounds were recovered in order of PDRN injected group, PBS injected group in the m+/+Leprdb mice and PDRN injected group, PBS injected group in the +Leprdb/+Leprdb mice in the order of date (Fig. 4). In the m+/+Leprdb mice group, the difference between PBS injected group and PDRN injected group was not significant in visual examination, but tissue evaluation showed a clear difference between PBS injected group and PDRN injected group. The proliferation of fibroblasts was promoted at the wound site, the epidermis with re-epithelialization thickened, and the wound quickly closed. Day 12 after wound, hair follicles were formed normally, and skin thickness was restored normally in the m+/+Leprdb mice. Thus, in the +Leprdb/+Leprdb mice, the proliferation of fibroblasts and keratinocytes in the PDRN-injected group compared to the PBS-injected group was confirmed to be rapidly restored.

PDRN helps to increases collagen synthesis

In the hetero-type m+/+Leprdb mice, those injected with PBS and those with PDRN showed no significant histological differences (Fig. 5). However, for diabetic +Leprdb/+Leprdb mice, those injected with PDRN showed epithelialization of the epidermis around the wound. In addition, since collagen fibers (the main component of the extracellular matrix) grew relatively quickly and new capillary networks were formed and expanded, tissues at the wound site rapidly achieved a normal morphology.

PDRN promotes therapeutic angiogenesis by increased expression of VEGF and CD31 in a diabetic mouse model

When the intensity of DAB in the VEGF antibody was analyzed, the hetero-type m+/+Leprdb mice, those PBS injected group was 38.52±0.60%, PDRN injected group was 67.21%±4.21%, and diabatic +Leprdb/+Leprdb mice, those PBS injected group was 24.38%±1.55%, PDRN injected group was 32.57%±1.40%. Both hetero-type and homozygous types mice showed a significant increase (p<0.01) in PDRN injected group compared to PBS injected group. Also, when the intensity of DAB in the CD31 antibody was analyzed, the hetero-type m+/+Leprdb mice, those PBS injected group was 47.36%±0.68%, PDRN injected group was 58.051%±2.68%, and diabatic +Leprdb/+Leprdb mice, those PBS injected group was 8.98%±1.60%, PDRN injected group was 13.96%±0.64%. Both hetero-type and homozygous types mice showed a significant increase (p<0.01) in PDRN injected group compared to PBS injected group (Fig. 6).

DISCUSSION

Common wound healing processes consist of complex interactions among many factors that work together to restore damaged skin. However, in a basic disease state such as diabetes, normal wound healing does not occur, which can lead to chronic wounds19. In particular, diabetic foot ulcers affect 15% of diabetic patients, with most of these cases requiring amputation2021. Therefore, delayed wound healing in diabetic patients is a threatening and important challenge. Research on treatments for chronic delayed wound healing, such as diabetic wound healing, is ongoing. There is evidence that adequate blood glucose control in diabetic patients can have a significant impact on the rate of wounding22. Especially, PDGF-BB has already been approved by the FDA and is currently used in the treatment of chronic ulcers4. Living cell therapy can be considered as simultaneous multiple growth factor therapy. Nonetheless, there are many reports of administering particular growth factors, cytokines, proteins, or hormones and achieving remarkable results in various models of wound healing, including all of the growth factors and further targets described above2324.
PDRN can stimulate VEGF production under the pathological conditions of low tissue perfusion and acts through stimulation of the A2A receptor. In addition, acute and chronic toxicity studies have shown a good safety profile. PDRN has been shown to be effective in experimental models of peripheral arterial occlusive disease, damaged wound healing, and thermal injury210132526. Based on this information, our study attempted to determine the effects of direct injection of PDRN on the healing of diabetic wound.
We confirmed that, when HDF-n cells were treated with 200 µg/ml of PDRN, there was no cytotoxicity, and cell proliferation increased in a dose-dependent manner at 48 and 72 hourrs. Then, we evaluated the proliferative capacity of dermal fibroblasts, then, we evaluated the proliferative capacity of dermal fibroblasts, we confirmed the effect of PDRN concentration at 50 µg/ml, 100 µg/ml on fibroblast proliferation, and we verified that dermal fibroblast migration was increased compared to the control group.
Therefore, we hypothesized that PDRN treatment would increase the proliferation of dermal fibroblasts, which would lead to an increase in intra-epidermal collagen fibers. For this test, heterozygote m+/+Leprdb mice and homozygous +Leprdb/+Leprdb mice were selected to eliminate the possibility that wound healing of wild-type normal mice through scar contraction would affect the test. And we investigated the mechanisms of this process by establishing a wound healing model in a diabetic mouse model.
As a result, we found that PDRN can improve wound healing in diabetic mice; wound depth was significantly reduced in the PDRN-injected group compared to the PBS-injected group. In the visual evaluation, the difference between the wound healing groups was not significant. However, H&E staining showed that the wound healing of the PDRN injected group was faster than that of the PBS injected group in both heterozygous and homo mice. Masson's trichrome staining and van Gieson staining revealed that the epidermal layer of the wound was completely regenerated, and that the rapid growth of collagen fibers, the main constituent of the extracellular matrix, prompted the maturation of the wound tissue to normal tissues in PDRN-injected mice.
Also, immunohistochemical stain results suggested that angiogenesis was promoted in the diabetic mouse PDRN-injected group through an increase in expression of VEGF and CD31 compared to the control group. Although various growth factors are involved in the wound healing process, adequate amounts of growth factors must be secreted in a timely manner for proper wound healing to occur. Therefore, we examined VEGF and CD31 expression at the latest time point (day 12) in our study. Therefore, in the +Leprdb/+Leprdb mice, PDRN is expected to induce sustained and enhanced expression of VEGF through stimulation of the A2A receptor, and it can be argued that the increased expression of VEGF and CD31 causes angiogenesis for wound healing.
However, we need to further evaluate the expression of factors associated with wound healing at the protein or mRNA level to verify and expand our results. We also plan to further investigate how PDRN affects inflammation or remodeling during wound healing.
In conclusion, all of these results demonstrated the efficacy of PDRN as an intradermal injection for the promotion of wound healing. We expect that our PDRN intradermal injections will be helpful in the clinical study of delayed or chronic wound healing, because we demonstrated that PDRN injection led to increased expression of certain angiogenesis factors and supported the formation of collagen fibrils in mouse model.

Figures and Tables

Fig. 1

Effects of polydeoxyribonucleotide (PDRN) on cytotoxicity and proliferation in human dermal fibroblast neonatal (HDF-n) cells. (A) The cytotoxicity of PDRN was measured using CCK-8 reaction solution in on HDF-n cells. The percentage of viable cells was expressed as a proportion of control cell viability, which was set to 100%. (B) The cell proliferation of HDF-n cells at 48 and 72 hours. The number of HDF-n cells treated with PDRN. (C) The cell migration of HDF-n. We observed these results with optical microscopes (CKX41; OLYMPUS, Tokyo, Japan) at each time point (0, 24, 48, and 72 hours). Significant differences from the control group are *p<0.05, **p<0.01.

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Fig. 2

Polydeoxyribonucleotide (PDRN) stimulates wound healing at diabetic mouse model. (A) Folliscope images (×15) (LeedM, Seoul, Korea). (B) Digital camera images (D3200; Nikon, Tokyo, Japan). It was confirmed that the area of the wounds was reduced visually with time after skin damage. PBS: phosphate-buffered saline.

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Fig. 3

Polydeoxyribonucleotide (PDRN) decreases wound area and wound depth in diabetic mice. (A) Color-coded surface topography image captured by a PRIMOSLITE optical 3D skin measuring device, (B) graph showing changes in wound area over time after injury. In +Leprdb/+Leprdb mice, the reduction of the wound area in the PDRN-injected group occurred more rapidly than in the phosphate-buffered saline (PBS)-injected group. In both m+/+Leprdb mice and +Leprdb/+Leprdb mice, the wound area decreased faster than in controls, but this difference was not significant. (C) Graph showing changes in wound depth over time after injury. The PDRN-injected +Leprdb/+Leprdb mice recovered at a rate similar to that of PDRN-injected m+/+Leprdb mice, but the recovery of the wound depth was delayed in the PBS-injected +Leprdb/+Leprdb mice. The wound depth of the PBS-injected group was significantly different from that of the PDRN-injected group on days 6 and 9 (*p<0.05) in +Leprdb/+Leprdb mice.

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Fig. 4

Polydeoxyribonucleotide (PDRN) promotes wound healing with rapid re-epithelization. Hematoxylin-eosin (H&E) staining was performed on paraffin block sections of the skin tissue 3, 6, 12 days after initial wounding. H&E staining revealed that the wounds were recovered in order of PDRN injected group, phosphate-buffered saline (PBS) injected group in the m+/+Leprdb mice and PDRN injected group, PBS injected group in the +Leprdb/+Leprdb mice in the order of date. In the m+/+Leprdb mice group, the difference between PBS injected group and PDRN injected group was not significant in visual examination, but tissue evaluation showed a clear difference between PBS injected group and PDRN injected group. Scale bars=1 mm.

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Fig. 5

Polydeoxyribonucleotide (PDRN) promotes skin repair in diabetic mice. (A) Masson's trichrome stain. Red: keratin & muscle fiber, blue: collagen & bone, pink: cytoplasm (×40). (B) van Gieson's stain. Blue: nuclei, bright red: collagen, yellow: cytoplasm, muscle, fibrin, and red blood cells. For the hetero-type m+/+Leprdb mice, those injected with phosphate-buffered saline (PBS) and those with PDRN showed no significant differences histologically. However, for diabetic BKS.Cg-+Leprdb/+Leprdb mice, those injected with PDRN showed faster epithelialization of the epidermis around the wound and faster formation of collagen fiber grows compared with those injected with PBS (×100).

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Fig. 6

Polydeoxyribonucleotide (PDRN) increases expression of vascular endothelial growth factor (VEGF) and CD31 in the regenerating wounds of diabetic mice. Expression levels of VEGF and CD31 in the tissues of animals sacrificed at day 12 after skin injury were confirmed by immunohistochemical staining. (A) VEGF and (B) CD31. (C) Graph of VEGF intensity. (D) Graph of CD31 intensity. In both m+/+Leprdb mice and +Leprdb/+Leprdb mice, the PDRN treatment group showed significantly higher expression of VEGF and CD31 than the PBS treatment group (analysis by Image-Pro plus 7.0), one-way ANOVA (Shapiro–Wilk p>0.05), independent t-test assay (**p<0.01).

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Notes

CONFLICTS OF INTEREST The authors have nothing to disclose.

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TOOLS
ORCID iDs

Tae-Rin Kwon
https://orcid.org/0000-0002-9892-7714

Sung Won Han
https://orcid.org/0000-0002-0040-3542

Jong Hwan Kim
https://orcid.org/0000-0001-6201-9602

Byung Chul Lee
https://orcid.org/0000-0002-6858-4853

Jae Min Kim
https://orcid.org/0000-0001-7333-3883

Ji Yeon Hong
https://orcid.org/0000-0002-5632-8449

Beom Joon Kim
https://orcid.org/0000-0003-2320-7621

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