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. 2020 Jan 9;10:55. doi: 10.1038/s41598-019-56141-3

Antioxidant Activities of an Exopolysaccharide (DeinoPol) Produced by the Extreme Radiation-Resistant Bacterium Deinococcus radiodurans

Shun Mei Lin 1,2, Chan Yu Baek 1,2,3, Jong-Hyun Jung 1,4, Woo Sik Kim 1, Ha-Yeon Song 1, Ji Hee Lee 1, Hyun Jung Ji 1, Yong Zhi 1,4, Bo Sun Kang 5, Yong-Sun Bahn 3, Ho Seong Seo 1,4,✉, Sangyong Lim 1,4,✉
PMCID: PMC6952347  PMID: 31919371

Abstract

Deinococcus radiodurans shows extreme resistance to a range of remarkable environmental stresses. Deinococcal exopolysaccharide (DeinoPol) is a component of the cell wall, but its role in stress resistance has not yet been well-described. In this study, we isolated and characterized DeinoPol from Deinococcus radiodurans R1 strain and investigated its application as an antioxidant agent. Bioinformatic analysis indicated that dra0033, encoding an ExoP-like protein, was involved in DeinoPol biosynthesis, and dra0033 mutation significantly decreased survival rates in response to stresses. Purified DeinoPol consists of different monosaccharides and has a molecular weight of approximately 80 to 100 kDa. DeinoPol also demonstrates highly protective effects on human keratinocytes in response to stress-induced apoptosis by effectively scavenging ROS. Taken together, these findings indicate that DeinoPol is the first reported deinococcal exopolysaccharide that might be used in cosmetics and pharmaceuticals as a safe and attractive radical scavenger.

Subject terms: Biopolymers, Microbial ecology, Molecular medicine

Introduction

Exposure to ultraviolet (UV) radiation can generate reactive oxygen species (ROS), resulting in DNA, lipid, and protein damage in cells and tissues such as the skin1, which becomes mildly inflamed, leading to photo-aging and carcinogenesis2,3. The ROS and free radicals that are generated tend to stabilize themselves by scavenging electrons from biomolecules, triggering the activation of many cellular signaling cascades, including apoptosis and necrosis4. A broad spectrum of natural antioxidants such as flavonoids, polyphenols, and sterols may be deployed to lessen these effects5,6,7. Given their low negative effect on organisms and the environment, natural products with photo-protective properties are increasingly used to prevent radiation-induced skin damage.

Recent research has shown that polysaccharides from natural products possess wide-ranging beneficial therapeutic effects and health-promoting properties8. Bacterial exopolysaccharides (EPSs) are mostly nontoxic natural biopolymers with extensive applications in areas such as pharmaceuticals, nutraceuticals and functional foods, cosmetics, and insecticides9–13. An extreme resistance to ionizing radiation, desiccation, UV radiation, oxidizing agents, and electrophilic mutagens has been observed in Deinococcus radiodurans14. This is attributed to an enhancement of functional redundancies in both efficient protection from ROS by protein and lipid modifications and in DNA repair mechanisms15. These characteristics are of interest in developing it for bioremediation of radioactive wastes and biomolecule production. The deinococcal cell envelope consists of a fragile, soft layer containing carotenoids, lipids, proteins, and EPSs16,17. However, whether it has protective capacities against ROS-induced cellular damage remains poorly understood.

The present study aimed to elucidate the role of the deinococcal EPS, DeinoPol in oxidative stress, as well as to characterize its sugar composition and antioxidant effects, including scavenging effects on hydroxyl radicals and anti-apoptosis activities in human keratinocytes.

Results

Identification and characterization of DeinoPol synthesis genes in D. radiodurans

In previous studies, an ExoP-like protein was shown as a critical regulator of EPS synthesis, directly or indirectly. PSI-BLAST analysis of the predicted amino acid sequence of the ExoP-like protein of Pseudomonas solanacearum indicated that DRA0033 exhibited 95/329 (29%) amino acid identity18. To examine whether dra0033 was involved in EPS synthesis, we first constructed a dra0033-deficient strain in D. radiodurans reference strain R1 and determined the amount of DeinoPol in the culture supernatants using an ethanol-precipitation method. As shown in Fig. 1A, the mutant produced 79.8% less DeinoPol than that by the WT strain. Bacterial EPSs enable the attachment and subsequent formation of biofilm of bacteria on surfaces9. When WT and ∆dra0033 strains were cultured on polystyrene plates for 3 days, the amount of biofilm formation by ∆dra0033 was significantly lower compared to that by WT, suggesting that inefficient DeinoPol production through deleting the dra0033 gene led to reduced attachment and propagation of D. radiodurans on surfaces and, therefore, reduced biofilm formation (Fig. 1B). We also compared the extracellular structures using scanning electron microscopy (SEM). The WT strain showed a smooth surface and no clear septa structure, indicating that the bacteria were likely surrounded by a layer of EPS, whereas ∆dra0033 displayed a rough surface, clear septa, and small rippled-grape skin (Fig. 1C). All these data suggested that Deinococcus produces EPS and DRA0033 is likely to be directly or indirectly involved in DeinoPol synthesis.

Figure 1.

Figure 1

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Characterization of DeinoPol production in D. radiodurans R1 and dra0033 mutant. (A) Relative quantification of DeinoPol production in D. radiodurans R1 and its isogenic mutant (Δdra0033). Deinococcus was cultured in TY broth for 48 h at 30 °C, and DeinoPol was precipitated with 80% ethanol at 4 °C. DeinoPol was hydrolyzed and reacted with anthrone and absorbance was read at 490 nm. (B) Relative biofilm formation of D. radiodurans R1 and its isogenic mutant (Δdra0033). Bacteria were seeded in a 96-well plate and incubated for 48 h at 30 °C. Biofilm formation was measured by staining with 1% crystal violet, and absorbance was read at 450 nm. (C) Surface layers of D. radiodurans R1 and its isogenic mutant (Δdra0033). Surface-expressed DeinoPol was visualized by scanning electron microscopy (SEM). The rough surface and septa structure indicated a decreased amount of EPS on the deinococcal surface.

Involvement of DeinoPol in stress resistance of D. radiodurans

Since EPSs are part of a strategy for surviving adverse stress conditions19,20, we compared the survival ability of the WT and ∆dra0033 variants in response to external stresses. As shown in Fig. 2A–D, WT strain was extremely resistant to γ-radiation, H2O2, UV exposure, and desiccation, whereas a reduction of survival ability was observed in the ∆dra0033 variant.

Figure 2.

Figure 2

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Effect of DeinoPol expression on the resistance of D. radiodurans R1. (A–D) Survival curves for D. radiodurans R1 and Δdra0033. Mid-log phase of D. radiodurans R1 and its isogenic mutant (Δdra0033) were exposed to γ-radiation (A), hydrogen peroxide for 1 h (B), UVC (C) or desiccation (D). Surviving bacteria were calculated by plating on TGY agar plates followed by serial dilution. (E) Enhancement of the survival of Δdra0033 against hydrogen peroxide stress with addition of exogenous purified DeinoPol (0 or 30 μg/mL). Mid-log phase Δdra0033 was pretreated with DeinoPol (30 μg/mL) for 30 min followed by treatment with 60 mM hydrogen peroxide for 1 h. Surviving bacteria were calculated by plating on TGY agar plates followed by serial dilution. Data are mean ± standard deviation. Asterisks indicate significant difference between Δdra0033 pre-treated with 0 and 30 μg/mL DeinoPol. *P < 0.05.

To directly investigate the effect of DeinoPol in D. radiodurans R1, ∆dra0033 was pre-treated with purified DeinoPol (30 μg/mL) for 30 min followed by incubation with a high concentration of H2O2 (60 mM) for 60 min. The untreated ∆dra0033 strain were reduced in number by approximately 3.62 log after H2O2 treatment, whereas only 1.77 log reduction was observed in DeinoPol pre-treated ∆dra0033 (Fig. 2E). These data indicate that DeinoPol production might be required for deinococcal resistance to extreme abiotic stresses.

Biochemical analysis of DeinoPol

To determine the biochemical characteristics of DeinoPol, ethanol precipitation and size-exclusion chromatography were performed on deinococcal culture supernatant, followed by measurement of the eluted polysaccharide with anthrone reaction analysis21. As shown in Fig. 3A, DeinoPol eluted as a 80–100 kDa molecule forming a single, symmetrical peak, indicating that DeinoPol is likely to be homogenous and has relatively lower molecular weight than those of other well-known bacterial EPSs. Eluted DeinoPol contained 89.9% polysaccharide, 8.8% protein, and 1.3% DNA. Protein and DNA concentrations were calculated by measuring the optical density at 280 nm and 260 nm, respectively.

Figure 3.

Figure 3

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Biochemical characterization of DeinoPol. (A) Gel filtration chromatography of DeinoPol. Purified DeinoPol (10 mg) was fractionated on Sephacryl S-300HR. The x-axis indicates 5 mL of each fraction. The column was equilibrated with Tris buffer with 0.1 M NaCl at a flow rate of 0.5 mL/min. The y-axis indicates the peaks of eluted DeinoPol as measured by anthrone reaction with absorbance read at 490 nm. (B) Sugar profile of DeinoPol by Bio-LC. Ten mg dried DeinoPol was hydrolyzed and analyzed on a CarboPac TM PA1 column with a HPAEC-PAD system. The x- and y-axis indicate the retention time and integrated response ratio, respectively.

The major oligosaccharide composition of DeinoPol was analyzed using BIO-LC mass spectrometry19. We found six major monosaccharides: xylose, galactose, fucose, glucose, arabinose, and fructose, with molar ratios of 10.6:6.1:4.2:3.8:2.6:1.0 (Fig. 2B). In addition, five unknown sugar peaks were detected, accounting for 14.89% of the total carbohydrates. No identical or similar oligosaccharide composition of bacterial polysaccharide structure was found in the Bacterial Carbohydrate Structure DataBase (csdb.glcoscience.ru), indicating that this is the first report of DeinoPol as a novel EPS.

Protective effect of DeinoPol against gamma-irradiation

EPSs purified from Bacillus sp. isolated from the desert has high antioxidant activity in vitro20. We, therefore, investigated whether D. radiodurans affected the survival of γ-irradiated mice. Mice (n = 5) were injected with live WT or ∆dra0033 (108 CFU/mice) intraperitoneally (i.p.) and then subjected to γ-radiation at 10 Gy. Notably, live D. radiodurans showed no severe invasiveness or organ colonization (spleen, liver, kidney) in mice upon inoculation with 108 CFU (Supplementary Fig. 1). All mice inoculated with either PBS or ∆dra0033 died at 11 days after irradiation (Fig. 4A), whereas those inoculated with WT strain showed a significantly delayed death, indicating that DeinoPol is likely to provide a protective effect against lethal doses of irradiation.

Figure 4.

Figure 4

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Effect of DeinoPol on γ-radiation-induced cell death. (A) Mice protected by injection of DeinoPol-expressing WT strain. Mice (n = 10) were injected with 108 CFU of WT or Δdra0033 strain followed by gamma-irradiation (10 Gy). Mouse survival was monitored for 17 days. (B) Quantitative analysis of γ-radiation-induced apoptosis was performed by flow cytometry using NHEK-Ad cells. Cells were treated with medium alone (a), medium with 10 Gy γ-radiation (b), or 10 μg DeinoPol with 10 Gy γ-radiation (c) followed by incubating for 2 h. Cells were then subjected to flow cytometry after Annexin V-FITC/PI staining. Representative Annexin V and PI dot plots of 10,000 total cells. Quadrant 1 (Q1) contained necrotic cells (Annexin V negative and PI positive), Q2 represented the late stages of apoptosis (Annexin V and PI positive), Q3 contained living cells without signs of apoptosis (Annexin V and PI negative), and Q4 showed early stages of apoptosis (Annexin V positive and PI negative). Corresponding living (Q3) and apoptotic cell (Q2 + Q4) populations for each treatment group were analyzed. Data are presented as mean ± SD of three independent experiments. *P < 0.05. (C) Effect of DeinoPol on γ-radiation-induced DNA fragmentation in apoptotic cells. Cells were irradiated with 10 Gy followed by incubation for 2 h. The TUNEL assay was carried out to assess apoptotic cells after the treatments. Green fluorescent staining indicates positive apoptotic cells, and DAPI (blue) staining was used as a nuclear stain.

To evaluate the effect of DeinoPol in radiation-induced cell death, human primary adult keratinocytes (NHEK-Ad) were irradiated at 10 Gy in the presence of DeinoPol (10 μg), and the apoptosis ratio was measured by staining with propidium iodide (PI) and Annexin V (Fig. 4B). When cells were irradiated (panel b), most were located in gates G2 (5.1%) and G4 (46.0%), indicating that radiation effectively induced early and late apoptosis. However, irradiated cells pretreated with DeinoPol (panel c) showed significant reduction in the ratio of apoptotic cells (G2 and G4) and increase in the ratio of live cells (77.6%; G3), which was similar to that of non-irradiated cells [(panel a): 80.2%], indicating that DeinoPol has the potential to protect cells from death induced by irradiation. Moreover, TUNEL assay was used to evaluate the level of apoptotic DNA fragmentation by radiation induced ROS (Fig. 4C). When cells were irradiated (panel b), fragmented DNA (bright green) was detected inside the cells. In contrast, irradiated cells pretreated with DeinoPol (panel c) showed the reduced green signal which was comparable level with non-irradiated cells (panel a).

Reduction of ROS-induced cell death by treatment with DeinoPol

Next, since ROS such as peroxides, superoxide (•O−2), hydroxyl radical (•OH), singlet oxygen, are significantly increased owing to environmental stress, such as drought, salinity, chilling, nutrient deficiency, metal toxicity and UV radiation22–24, we further investigated the role of DeinoPol in minimizing cell damage induced by UV radiation and H2O2. NHEK-Ad cells were pre-treated with DeinoPol, followed by irradiation with UVB (120 mJ/cm2). At 12 h after irradiation, cell viability was analyzed by CCK-8 assay. In contrast to non-treated cells, pre-treated cells presented a steadily increasing viability until saturation was observed at approximately 3.0 μg/mL, similar to that of non-irradiated cells (Fig. 5A). When NHEK-Ad cells were directly sensitized with exogenous H2O2, cell viability decreased in a dose-dependent manner (Fig. 5B). At 1000 μM H2O2, cell viability was 41.3% lower than that in untreated cells, but no significant reductions in cell viability were found in DeinoPol (10 µg) pre-treated cells. Notably, no cytotoxicity was found in NHEK-Ad cells treated with over 1000 μg/mL of DeinoPol (Supplementary Fig. 2).

Figure 5.

Figure 5

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Enhancement of keratinocyte viability and proliferation by DeinoPol. (A,B) Effect of DeinoPol on viability of NHEK-Ad cells. A NHEK-Ad monolayer was pre-treated with the indicated concentration of DeinoPol followed by irradiation with UVB (A) or treatment with hydrogen peroxide (B). (C) ROS-scavenging effect of DeinoPol. NHEK-Ad cells were irradiated with 120 mJ/cm2 UVB in the presence of 10 μg DeinoPol followed by incubation with 5 μM H2DCFDA for 2 h. Fluorescence intensity was visualized by fluorescence microscope. (D) Effect of DeinoPol on NHEK-Ad proliferation by scratch wound healing assay. Scratched HaCaT cells were treated with 10 μg DeinoPol and 1 mM hydrogen peroxide. After 18 h incubation, photos of the scratched monolayer were captured. (E) Bax and Bcl-2 expression of UVB (120 mJ/cm2)-irradiated NHEK-Ad were analyzed in the presence of DeinoPol (10 μg) by western blotting. (F) DeinoPol reduced Caspase-3/7 activity induced by UVB. NHEK-Ad cells were treated with DeinoPol (10 μg) followed by irradiation with UVB (120 mJ/cm2). Caspase 3/7 activity was determined by measuring the enzyme kinetics at 2 h. Data are mean ± standard deviation. *P < 0.05, **P < 0.005, ***P < 0.001 compared with DeinoPol untreated group.

Intracellular ROS are one of the most damaging effects of UVB irradiation on the skin, with subsequent damage to cellular components directly, leading to cell death25. To examine the potential protective effect of DeinoPol on intracellular ROS generated by UVB irradiation, cells were exposed to UVB (120 mJ/cm2) in the presence of DeinoPol (10 μg), and intracellular ROS level was measured using DCFDA, a probe that becomes fluorescent when oxidized by free radicals. Intracellular fluorescence signal was high in NHEK-Ad cells that did not receive DeinoPol treatment (Fig. 5C). However, ROS content was significantly attenuated in the DeinoPol pre-treated group, similar to that in non-irradiated cells. These results indicate that DeinoPol has potential protective effect for a human keratinocyte cell line (HaCaT) against radiation-induced oxidative stress.

Another indicator of ROS-induced cell damage is wound repair, since cells irradiated with UV or treated with H2O2 may be inhibited in migration and proliferation25,26. To determine whether pre-treatment with DeinoPol protects cells from damage caused by ROS and further enhances cell proliferation, we performed a wound-healing assay (Fig. 5D). Because of the slow growth of NHEK-Ad, we used keratinocyte cancer cell line (HaCaT) for this experiment. Under normal conditions, the scratched wound of the HaCaT monolayer was completely closed within 18 h, but when cells were treated with 1000 μM of H2O2, the wound was not completely closed until after 18 h, indicating that ROS-induced cell damage caused the reduction of wound healing. However, when cells were treated with H2O2 in the presence of DeinoPol, the wound area of the cell monolayer closed more than it did in the cells that did not receive DeinoPol pre-treatment. These results indicate that DeinoPol protected cells from ROS-induced damage and led to more efficient cell migration and proliferation.

Inhibition of apoptosis-related signaling pathway by treatment with DeinoPol

UV-induced ROS can lead the depolarization of the mitochondrial membrane, stimulating Bcl2/Bax pro-apoptotic protein expression and activating procaspase-3 to cause cell death via apotosis27–29. To examine the effect of DeinoPol on UV-induced apoptosis, NHEK-Ad cells were irradiated in the presence of DeinoPol (10 μg), and Bax2 and Bax protein expression was then determined (Fig. 5E). Bcl2 protein expression in keratinocytes was significantly lower and Bax protein expression was concomitantly higher after 120 mJ/cm2 UVB irradiation compared to those in non-irradiated control. In contrast, irradiated cells in the presence of DeinoPol (10 μg) showed reduced Bax expression and increased Bcl2 expression, similar to those in non-irradiated cells. A previous study showed that increasing the Bax/Bcl-2 ratio up-regulates caspase-3 to promote cell apoptosis29. We next examined caspase 3/7 activity in NHEK-Ad cells under irradiation (Fig. 5F). Without irradiation, the activity of caspase 3/7 was barely detected in NHEK-Ad cells. When cells were irradiated with 120 mJ/cm2 of UV, caspase3/7 activity dramatically increased, reaching 45 kU, but its activity significantly decreased to ~32 kU when pre-treated with DeinoPol, indicating that DeinoPol can inhibit cell apoptosis via caspase-mediated pathways.

Discussion

UV radiation induces water radiolysis and produces hydroxyl radicals by the Fenton or Haber–Weiss reaction30,31. This oxidative stress causes various cutaneous lesions, such as photoaging and photocarcinogenesis1. In addition, chronic exposure to UV radiation damages the integrity of the extracellular matrix in the skin tissues, and this damage is responsible for skin wrinkling, laxity, dryness, and thickness2,3. Deinococcus spp. have highly diverse and redundant antioxidant defense systems14,15,32. The ROS-scavenging system is composed of several lines of enzymatic and non-enzymatic antioxidants such as catalase, peroxidase, superoxide dismutase, lipoic acid, intracellular manganese, pyrroloquinoline quinone (PQQ), and carotenoids5,9,17,33. Bacterial EPSs are involved in various biological functions such as storage of energy, cell wall architecture, cellular communication, molecular organization, and stress resistance9. To our knowledge, this is the first study to show that deinococcal EPS, also called DeinoPol, is another type of antioxidant involved in resistance to severe environmental stresses, including UV radiation and hydroxyl radicals.

To date, most industrially important EPSs are produced in plants, animals, or algae, because of the low cost of downstream processing10,34,35. However, the use of plant- and animal-derived resources is becoming limited because of environmental disruption, depletion, and contamination. As an alternative, several bacterial EPSs have been reported during recent decades as a source of high-value biomaterials to produce cosmetics, pharmaceuticals, and natural medicines11,36. Dextran, discovered in the mid-19th century, was originally used in solution as a plasma expander9. Researchers are now focused on isolating structurally and functionally identical EPSs from bacteria, such as those isolated from extreme environments (deep seas, hot springs, Antarctic areas). These organisms are attractive sources for valuable and identical EPSs; D. radiodurans is one such species that produces several valuable molecules, but the structure and function of these molecules have not been reported yet.

Because of the antioxidant effects of DeinoPol, its application in cosmetics and biomedicine is an attractive research area. However, to create a high-value medical polymer, it is crucial to reduce production costs and obtain a high degree of purity without loss of the original functional properties20,37. To improve the productivity of DeinoPol, it is crucial to optimize the fermentation process. Bacterial EPS productivity is highly influenced by media components and cultivation conditions, such as carbon source, temperature, and growth phase. Production of GalactoPol and FucoPol isolated from Pseudomonas oleovorans and Enterobacter A47, respectively, are maximized under aerobic conditions, with carbon availability concomitant with nitrogen and oxygen limitation38. In contrast, gellan and cellulose production is favored in media supplemented with vitamins and amino acids39–44. We also investigated the optimal culture condition for DeinoPol production based on its sugar composition analyzed by Bio-LC mass spectrometry in this study. We examined fucose, galactose, rhamnose, glucose, arabinose, mannose, xylose, and fructose as carbon sources but did not find significant enhancement of DeinoPol production in the media supplemented with different carbon sources (Supplementary Fig. 03). Another strategy to improve EPSs in bacteria is genetic modification of the EPS biosynthesis pathway. When the dra0033 gene encoding ExoP-like protein was deleted, DeinoPol production was significantly reduced. We observed that overexpression of both dr0054 and dr0055 genes increased DeinoPol production by approximately 60% (Korea Patent:10-2018-0030335). Further biosynthesis mechanisms of DeinoPol, as well as the influence of DR0054 and DR0055 proteins on DeinoPol production, should be investigated to determine how DeinoPol can be produced in the cosmetic industry.

In addition to enhancing productivity, the required degree of DeinoPol purity is another criterion for its application in biomedical and cosmetic industries. Most bacterial EPSs are purified by cell lysis and precipitation with water-miscible solvents (e.g., methanol, ethanol, or isopropanol)19,39,40. We used gradient ethanol precipitation to purify DeinoPol, but its high toxicity (LD50 = 12.5 μg/mL) presents a limitation for its use as a cosmetic ingredient. We, therefore, used the Sevage method after ethanol precipitation to remove toxic, insoluble materials such as lipids and membrane proteins41–43. The final product was shown to be non-toxic at over 1000 μg/mL in NHEK-Ad (Supplement ary Fig. 2). However, the purity of DeinoPol was likely to be less than 90% based on gel filtration chromatography and on protein and nucleic acid concentration analyses. To obtain a higher grade of DeinoPol, additional processes should be performed following precipitation and the Sevage method, such as protein removal by protein precipitation with trichloroacetic acid or proteinase treatment42,43.

Research interest in bacterial EPSs continues to increase and is focused on isolating new polymers with identical health-associated effects8,45. To our knowledge, we are the first to isolate and characterize a deinococcal EPS and report its possible application as an anti-ROS agent. Next, we will further develop the production and purification process to reduce manufacturing costs and enhance purity of the final product, anticipating that new market needs could be created for value-added products in which traditional EPSs are unable to compete.

Materials and Methods

Mouse experiments

All animal experiments were conducted with the approval of the Committee on The Use and Care of Animals at Korea Atomic Energy Research Institute (KAERI-IACUC-2018-010) and performed according to accepted veterinary standards. Seven-week old female C57BL/6 mice were purchased from Orient Bio (Seongnam, Korea). Mice were intraperitoneally injected with D. radiodurans R1 or its isogenic mutant strain (108 CFU/mice) in PBS. At 3 h post administration, mice were γ-irradiated at 13 Gy using Gammacell®40 Exactor (Best Theratronics Ltd; Ottawa, Canada) at Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute (Jeoneupsi, Korea). Mouse blood, spleen, lungs, and liver were collected 3 days after administration. Tissues were homogenized by plunging in 1.5 ml of PBS through a 40 μm mesh strainer, and bacterial numbers were counted. Mice survival and body weight were monitored and recorded daily for 17 days.

Bacteria strains and culture conditions

Deinococcus radiodurans R1 (ATCC13939) was obtained from the American Type Culture Collection (ATCC) and cultivated at 30 °C in TY broth containing 0.5% tryptone and 0.3% yeast extract or TGY broth containing 0.5% tryptone, 0.3% yeast extract, and 0.1% glucose31. All culture media used in this study was purchased from Difco (Franklin Lakes, NJ, USA).

DRA0033 mutant construction

The DRA0033 mutant strain was constructed using the double cross-over recombination method as previously described46. The 1024 bp upstream and 718 bp downstream of dra0033 were amplified with the primer upstream set (3803:AAG GTA CCG CCC CAA ACA GTT TC and 5803:TTC TCG AGA ACG CTC CAG TTC GG) and downstream set (3804:AAG GAT CCG CCG CGC TCA GGG CTC and 5804:TTG CAT GCA GCG CGG GGT TAT C) and cloned into the pKatCAT plasmid. The cloned plasmid was transferred into D. radiodurans R1 as previously described46, and chloramphenicol-resistant transformants were selected on TGY agar plates. Gene replacement was confirmed by diagnostic PCR using primers (3805:TGT GGG TCT GGA CAC GGG CG and 4805:AGG AAC AAA CCA ACA ACA GA) that bind outside the mutant cassette on the genomic DNA of D. radiodurans R1.

DeinoPol purification

DeinoPol was extracted, isolated, and purified as described in previous studies39–42 with slight modifications. D. radiodurans R1 strain was cultured in 4 L of TGY broth at 30 °C, shaking at 900 rpm. After 48 h of incubation, the culture was mixed with 0.1% deoxycholate to lyse the bacterial cell wall and heated at 100 °C for 10 min to inactivate the bacteria and enzymes. Then, the cells were removed by centrifugation at 10,000 × g for 30 min at 4 °C. The supernatant was concentrated and dialyzed using a Minimate tangential flow filtration system with 30 K Minimate capsule (Pall Life Sciences; Port Washington, NY, USA). The concentrated supernatant (approximately 40 mL) was precipitated with 160 mL of 95% ethanol (Daejungchem; Seoul, Korea) at 4 °C for 12 h, and the precipitate was collected by centrifugation at 5000 × g for 10 min at 4 °C to yield the crude polysaccharide solution. The proteins in the crude polysaccharide were removed by the Sevage method as described previously41,42. Briefly, the precipitate was dissolved in 10 mL of distilled water and mixed with 30 mL chloroform:n-butanol (4:1 v/v). After shaking vigorously for 5 min, the mixture was allowed to stand for 15 min, and the aqueous phase was collected and precipitated with 80% ethanol. After filtration with a 0.22 μm Millex-GP syringe filter unit (Merck Millipore; Burlington, MA, USA), the final product was lyophilized.

DeinoPol quantification

Total carbohydrates were estimated using the anthrone method as described previously21. Lyophilized DeinoPol was dissolved in 0.2 mL of distilled water and mixed with 0.8 mL of 0.2% anthrone solution in sulfuric acid. DeinoPol was hydrolyzed into simple sugars at 90 °C for 10 min and cooled to room temperature. The optical density was then measured at 620 nm using a Victor X3 light plate reader (PerkinElmer, Waltham, MA, USA). d-glucose was used as a standard, and values are represented as percent of dry weight of the samples. The concentration of DNA and protein in purified DeinoPol was measured using the NanoVuePlus spectrophotometer (GE Healthcare; IL, USA).

Carbohydrate composition analysis

Monosaccharide analysis was performed using a CarboPacTM PA-10 column (guard column 4 × 50 mm) (Dionex, Sunnyvale, CA, USA) coupled to a Dionex DX500 series chromatograph (Dionex) at the Korea Basic Science Institute (Ochang, South Korea), as described previously47. In brief, DeinoPol (10 mg) was dissolved in 0.5 M trifluoroacetic acid (5 mL) and incubated for 24 h at 60 °C followed by purification using Bio-Gel P-4 (200–400 mesh) (Bio-Rad, Hercules, CA, USA). The hydrolyzed monosaccharides were analyzed with Bio-LC high-performance chromatography. Data were processed using Thermo ScientificTM ChromeleonTM Data System software (Waltham, MA, USA).

Biofilm quantitative assay

Biofilm quantification was performed by crystal violet staining, as described previously48. Overnight cultures of D. radiodurans R1 and its isogenic mutant (Δdra0033) were diluted 1:100 in 2 × TGY broth and transferred into flat-bottomed polystyrene 96-well micro-titer plates (SPL, Pocheon, South Korea). After 48 h incubation at 30 °C, unattached bacteria were gently washed with 300 μL phosphate buffer saline (PBS; Lonza, Basel, Switzerland) and stained with 0.2% crystal violet solution for 1 min. Thereafter, excess crystal violet was removed by washing five times with 300 μL PBS. Crystal violet was solubilized with 200 μL acetone:ethanol (2:8 v/v). Supernatants were transferred onto a new flat-bottomed 96-well plate, and the optical density was measured at 570 nm using a Victor X3 light plate reader (PerkinElmer, Waltham, MA, USA).

Scanning electron microscopy (SEM) analysis

Deinococcus radiodurans R1 and its isogenic mutant (Δdra0033) were harvested at A600 = 0.5 and fixed overnight at 4 °C in 4% glutaraldehyde. After centrifugation, the pellet was washed three times with PBS and dehydrated through a graded ethanol series (35%, 50%, and 70%), followed by drying the cells in a drying chamber. The samples were gold-coated using a gold sputtering unit and observed using a JEOL JSM-840 scanning electron microscope (Tokyo, Japan) at the Seoul National University.

Deinococcal survival assay

Deinococcus radiodurans R1 and its isogenic mutant (Δdra0033) were cultured at log phase (A600 = 1.0) and the number of cells was adjusted to approximately 107 CFU/mL in TGY broth. To test the resistance to environmental stress, cells were treated with hydrogen peroxide (Sigma-Aldrich; St.Louis, MO, USA) for 60 min or irradiated with UV light (302 nm) from the CL-1000 irradiator (UVP; Upland, CA, USA) or γ-irradiated for 60 min using a 60Co-gamma irradiator (point source, AECL, IR-79; MDS Nordion International Co., Ltd.; Ontario, Canada) at the Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute, with an absorbed dose of 5–15 kGy. For survival under desiccation, 10 μL of bacteria-containing medium was placed on the glass slide (SPL) and then stored in a desiccation jar for 3 days, followed by washing the cells with 100 μL PBS and spotting onto TGY agar plates serially.

Cell culture conditions

Primary human epidermal keratinocytes (NHEK-Ad) and an immortal human keratinocyte cell line (HaCaT) were obtained from Lonza and the Korean Cell Line Bank (Seoul, Korea). The cells were cultured in KBMTM-2 medium (Lonza; Basel, Switzerland) with KGMTM-2 growth supplement (Lonza), 100 U/mL penicillin and 100 μg/mL streptomycin (Gibco; Grand Island, NY, USA) at 37 °C in a humidified chamber supplemented with 5% CO2.

Cell proliferation assay

A Cell Counting Kit-8 (CCK-8: Dojindo; Kumamoto, Japan) was used to measure the cytotoxicity and proliferation of NHEK-Ad. Cells were plated at a density of 104 cells per well in a 96-well cell culture plate (SPL); 5 μL CCK-8 was added to each well and incubated for an additional 2 h at 37 °C. Viable cells were estimated by measuring the optical density at 450 nm using a Victor X3 light plate reader (Perkin-Elmer).

Measurement of intracellular ROS

Human adult primary keratinocytes (NHEK-Ad, Lonza) were plated on black 96-well cell culture plates (SPL). When cells reached 70–80% confluence, 20 μL DCFDA/H2DCFDA (Abcam; Cambridge, UK) was pre-loaded to each well followed by UV exposure. The fluorescence intensity of each well was measured 30 min after irradiation with excitation 485 nm and emission 530 nm, using a Victor X3 light plate reader (Perkin-Elmer) or observed immediately under a fluorescence microscope (Olympus; Tokyo, Japan).

In vitro wound healing assay

Human keratinocyte cell line (HaCaT) was seeded in a tissue culture 6-well plate at an initial density of 3 × 104 cells/well overnight. When cells reached 95% confluence, a micropipette tip was used to scratch a wound on the monolayer as described previously26. Wells were then treated with H2O2 and/or DeinoPol (10 μg), and wound closure was observed by phase contrast microscopy (Nikon; Tokyo, Japan). Digital images were taken at 18 h.

Western blotting analysis

NHEK-Ad cells (105) were plated on 6-well cell-culture plates (SPL). At 80% confluence, the wells were pre-treated with DeinoPol (10 μg) followed by irradiation with 120 mJ/cm2 UV light. After 6 h of incubation at 37 °C, cells were lysed with RIPA buffer (Sigma-Aldrich) and separated on Bis-Tris Bolt gel (Invitrogen; Carlsbad, CA, USA) followed by transfer onto nitrocellulose membranes (Bio-Rad; Hercules, CA, USA). Membranes were blocked in 5% skimmed dry milk (Bio-Rad) in 0.05% Tween-20 in PBS (PBS-T) and then incubated with anti-Bcl-2 IgG1 monoclonal antibody (Santa Cruz Biotechnology; Santa Cruz, CA) or anti-Bax IgG2b monoclonal antibody (Santa Cruz Biotechnology). The membrane was then washed and incubated with horseradish peroxidase (HRP)-conjugated rabbit anti-mouse immunoglobulin (Southern Biotech; Birmingham, AL, USA). Membrane-bound peroxidase was detected by TMB-ELISA substrate solution (Thermo-Fisher; Waltham, MA, USA).

Caspase 3/7 activity assay

Caspase 3/7 activity was analyzed using a Caspase-3/7 fluorescence assay kit (Cayman Chemical; Ann Arbor, MI, USA) following the manufacturer’s protocols. In brief, 104 NHEK-Ad cells were plated into 96-well cell culture plates (SPL). At 80% confluence, the cells were irradiated with 120 mJ/cm2 UV light with or without pre-treatment of DeinoPol (10 μg). After 3 h, cells were lysed, followed by incubation of 90 μL cell lysate and 10 μL caspase 3/7 substrate solution. The fluorescence intensity of each well was measured with excitation 485 nm and emission 535 nm using a Victor X3 light plate reader (PerkinElmer).

Cell apoptosis analysis

NHEK-Ad cells (104) were plated on 6-well cell culture plates (SPL). At 80% confluence, the cells were irradiated with 10 Gy of γ-radiation using a Gammacell® 40 Exactor (Best Theratronics; Ottawa, Canada) at the Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute. Cells were trypsinized, washed, and stained with Dead Cell Apoptosis Kit with Annexin V-Alexa Fluor 488 and PI (BD Bioscience; San Jose, CA, USA) and incubated for 15 min at 37 °C in the dark. Cells were analyzed by MACSQuant flow cytometry (Miltenyi Biotech; Bergisch Gladbach, Germany). TUNEL assay was also used to determine the effect of DeinoPol on radiation-induced cell apoptosis according to the manufacturer’s instructions (Promega). In brief, cells were treated with cold 4% paraformaldehyde for 30 min and 0.3% Triton X-100 was added for 5 min. The TUNEL detecting solution (terminal deoxynucleotidyl transferase and fluorescence solution) was added and allowed to stand for 60 min at 37 °C. Images were acquired using an Olympus IX3 inverted fluorescence microscope (Tokyo, Japan).

Supplementary information

Supplementary Information (460.5KB, pdf)

Acknowledgements

This work was supported by the National Research Foundation of Korea (NRF-2018K2A206023828 and NRF-2017M2A2A6A02020925 to HSS) and the Nuclear R&D Program of the Ministry of Science and ICT to SL.

Author contributions

S.M.L., C.Y.B., S.L. and H.S.S. conceived the study. S.M.L., C.Y.B., S.L. and H.S.S. designed the experiments. S.M.L., C.Y.B., J.H.J., W.S.K., H.Y.S., J.H.L., H.J.J., Y.Z., and H.S.S. performed the experiments. S.M.L., C.Y.B., Y.S.B., S.L. and H.S.S. analyzed and/or interpreted the data and contributed to discussion of the results, followed by writing and reviewing the manuscript. B.S.K., Y.S.B., S.L. and H.S.S. provided critical comments and contributed to discussion of the results, followed by writing and reviewing the manuscript.

Data availability

The data sets generated and/or analyzed during the current study are available from the corresponding author on reasonable request.

Competing interests

The authors declare no competing interests.

Footnotes

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Contributor Information

Ho Seong Seo, Email: hoseongseo@kaeri.re.kr.

Sangyong Lim, Email: saylim@kaeri.re.kr.

Supplementary information

is available for this paper at 10.1038/s41598-019-56141-3.

References

  • 1.Bickers DR, Athar M. Oxidative stress in the pathogenesis of skin disease. J Invest Dermatol. 2006;126:2565–2575. doi: 10.1038/sj.jid.5700340. [DOI] [PubMed] [Google Scholar]
  • 2.Perluigi M, et al. Effects of UVB-induced oxidative stress on protein expression and specific protein oxidation in normal human epithelial keratinocytes: a proteomic approach. Proteome Sci. 2010;8:13. doi: 10.1186/1477-5956-8-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Pillai S, Oresajo C, Hayward J. Ultraviolet radiation and skin aging: roles of reactive oxygen species, inflammation and protease activation, and strategies for prevention of inflammation-induced matrix degradation - a review. Int J Cosmet Sci. 2005;27:17–34. doi: 10.1111/j.1467-2494.2004.00241.x. [DOI] [PubMed] [Google Scholar]
  • 4.Cadet J, Davies KJA. Oxidative DNA damage & repair: An introduction. Free Radic Biol Med. 2017;107:2–12. doi: 10.1016/j.freeradbiomed.2017.03.030. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Farooqi AA, et al. Natural products mediated regulation of oxidative stress and DNA damage in ultraviolet exposed skin cells. Curr Pharm Biotechnol. 2015;16:1078–1084. doi: 10.2174/1389201016666150731111308. [DOI] [PubMed] [Google Scholar]
  • 6.Park G, Sim Y, Lee W, Sung SH, Oh MS. Protection on skin aging mediated by antiapoptosis effects of the water lily (Nymphaea tetragona Georgi) via reactive oxygen species scavenging in human epidermal keratinocytes. Pharmacology. 2016;97:282–293. doi: 10.1159/000444022. [DOI] [PubMed] [Google Scholar]
  • 7.Sirerol JA, et al. Topical treatment with pterostilbene, a natural phytoalexin, effectively protects hairless mice against UVB radiation-induced skin damage and carcinogenesis. Free Radic Biol Med. 2015;85:1–11. doi: 10.1016/j.freeradbiomed.2015.03.027. [DOI] [PubMed] [Google Scholar]
  • 8.Caggianiello G, Kleerebezem M, Spano G. Exopolysaccharides produced by lactic acid bacteria: from health-promoting benefits to stress tolerance mechanisms. Applied Microbiol Biotechnol. 2016;100:3877–3886. doi: 10.1007/s00253-016-7471-2. [DOI] [PubMed] [Google Scholar]
  • 9.Nwodo UU, Green E, Okoh AI. Bacterial exopolysaccharides: functionality and prospects. Int J Mol Sci. 2012;13:14002–14015. doi: 10.3390/ijms131114002. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Paulo EM, et al. Production, extraction and characterization of exopolysaccharides produced by the native Leuconostoc pseudomesenteroides R2 strain. An Acad Bras Cienc. 2012;84:495–508. doi: 10.1590/S0001-37652012000200018. [DOI] [PubMed] [Google Scholar]
  • 11.Freitas, F., Alves, V. D. & Reis, M. A. Advances in bacterial exopolysaccharides: from production to biotechnological applications. Trends in Biotechnology29(8), 388–398 (2011). [DOI] [PubMed]
  • 12.Wolter A, et al. Evaluation of exopolysaccharide producing Weissella cibaria MG1 strain for the production of sourdough from various flours. Food Microbiol. 2014;37:44–50. doi: 10.1016/j.fm.2013.06.009. [DOI] [PubMed] [Google Scholar]
  • 13.Yu YJ, Chen Z, Chen PT, Ng IS. Production, characterization and antibacterial activity of exopolysaccharide from a newly isolated Weissella cibaria under sucrose effect. J Biosci Bioeng. 2018 doi: 10.1016/j.jbiosc.2018.05.028. [DOI] [PubMed] [Google Scholar]
  • 14.Lim S, Jung JH, Blanchard L, de Groot A. Conservation and diversity of radiation and oxidative stress resistance mechanisms in Deinococcus species. FEMS Microbiol Rev. 2019;43:19–52. doi: 10.1093/femsre/fuy037. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Daly MJ. A new perspective on radiation resistance based on Deinococcus radiodurans. Nat Rev Microbiol. 2009;7:237–245. doi: 10.1038/nrmicro2073. [DOI] [PubMed] [Google Scholar]
  • 16.Basu B, Apte SK. Gamma radiation-induced proteome of Deinococcus radiodurans primarily targets DNA repair and oxidative stress alleviation. Mol Cell Proteomics. 2012;11:M111 011734. doi: 10.1074/mcp.M111.011734. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Farci D, et al. New features of the cell wall of the radio-resistant bacterium Deinococcus radiodurans. Biochim Biophys Acta. 2014;1838:1978–1984. doi: 10.1016/j.bbamem.2014.02.014. [DOI] [PubMed] [Google Scholar]
  • 18.Huang J, Schell M. Molecular characterization of the eps gene cluster of Pseudomonas solanacearum and its transcriptional regulation at a single promoter. Mol Microbiol. 1995;16:977–989. doi: 10.1111/j.1365-2958.1995.tb02323.x. [DOI] [PubMed] [Google Scholar]
  • 19.Gruter M, Leeflang BR, Kuiper J, Kamerling JP, Vliegenthart JF. Structure of the exopolysaccharide produced by Lactococcus lactis subspecies cremoris H414 grown in a defined medium or skimmed milk. Carbohydr Res. 1992;231:273–291. doi: 10.1016/0008-6215(92)84025-N. [DOI] [PubMed] [Google Scholar]
  • 20.Wan HYJ, Shan X, Wu Q, Shi N. Structure and bio-properties of extracellular polysaccharide from Bacillus sp. strain LBP32 isolated from LUOBOPO desert. Biotechnol Bioprocess Eng. 2011;16:761–768. doi: 10.1007/s12257-010-0456-6. [DOI] [Google Scholar]
  • 21.Calix JJ, Saad JS, Brady AM, Nahm MH. Structural characterization of Streptococcus pneumoniae serotype 9A capsule polysaccharide reveals role of glycosyl 6-O-acetyltransferase wcjE in serotype 9V capsule biosynthesis and immunogenicity. J Biol Chem. 2012;287:13996–14003. doi: 10.1074/jbc.M112.346924. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Burdak-Rothkamm S, Rothkamm K. Radiation-induced bystander and systemic effects serve as a unifying model system for genotoxic stress responses. Mutation Res. 2018;778:13–22. doi: 10.1016/j.mrrev.2018.08.001. [DOI] [PubMed] [Google Scholar]
  • 23.Klaunig JE. Oxidative stress and cancer. Curr Pharm Des. 2018;24:4771–4778. doi: 10.2174/1381612825666190215121712. [DOI] [PubMed] [Google Scholar]
  • 24.Srinivas Upadhyayula Sai, Tan Bryce W.Q., Vellayappan Balamurugan A., Jeyasekharan Anand D. ROS and the DNA damage response in cancer. Redox Biology. 2019;25:101084. doi: 10.1016/j.redox.2018.101084. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Watson RE, Gibbs NK, Griffiths CE, Sherratt MJ. Damage to skin extracellular matrix induced by UV exposure. Antioxid Redox Signal. 2014;21:1063–1077. doi: 10.1089/ars.2013.5653. [DOI] [PubMed] [Google Scholar]
  • 26.Rodriguez LG, Wu X, Guan JL. Wound-healing assay. Methods Mol Biol. 2005;294:23–29. doi: 10.1385/1-59259-860-9:023. [DOI] [PubMed] [Google Scholar]
  • 27.Kerr JFR, Wyllie AH, Currie AR. Apoptosis: A basic biological phenomenon with wide ranging implications in tissue kinetics. Br J Cancer. 1972;26:239–257. doi: 10.1038/bjc.1972.33. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Rapoport AP, et al. Flavopiridol induces apoptosis and caspase-3 activation of a newly characterized Burkitt’s lymphoma cell line containing mutant p53 genes. Blood Cells Mol Dis. 2001;27:610–624. doi: 10.1006/bcmd.2001.0428. [DOI] [PubMed] [Google Scholar]
  • 29.Salakou, S. et al. Increased Bax/Bcl-2 ratio up-regulates caspase-3 and increases apoptosis in the thymus of patients with myasthenia gravis. In Vivo21, 123–132 (2007). [PubMed]
  • 30.Kehrer JP. The Haber-Weiss reaction and mechanisms of toxicity. Toxicology. 2000;149:43–50. doi: 10.1016/S0300-483X(00)00231-6. [DOI] [PubMed] [Google Scholar]
  • 31.Rigo A, Stevanato R, Finazzi-Agro A, Rotilio G. An attempt to evaluate the rate of the Haber-Weiss reaction by using OH radical scavengers. FEBS Lett. 1977;80:130–132. doi: 10.1016/0014-5793(77)80422-5. [DOI] [PubMed] [Google Scholar]
  • 32.Luan H, et al. Genome-wide transcriptome and antioxidant analyses on gamma-irradiated phases of Deinococcus radiodurans R1. PloS One. 2014;9:e85649. doi: 10.1371/journal.pone.0085649. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Zhu Y, et al. Purification, characterization and antioxidant activity of the exopolysaccharide from Weissella cibaria SJ14 isolated from Sichuan paocai. Int J Biol Macromol. 2018;115:820–828. doi: 10.1016/j.ijbiomac.2018.04.067. [DOI] [PubMed] [Google Scholar]
  • 34.Jolly Laure, Stingele Francesca. Molecular organization and functionality of exopolysaccharide gene clusters in lactic acid bacteria. International Dairy Journal. 2001;11(9):733–745. doi: 10.1016/S0958-6946(01)00117-0. [DOI] [Google Scholar]
  • 35.Misu Moscovici. Present and future medical applications of microbial exopolysaccharides. Frontiers in Microbiology6 (2015). [DOI] [PMC free article] [PubMed]
  • 36.Delattre Cédric, Pierre Guillaume, Laroche Céline, Michaud Philippe. Production, extraction and characterization of microalgal and cyanobacterial exopolysaccharides. Biotechnology Advances. 2016;34(7):1159–1179. doi: 10.1016/j.biotechadv.2016.08.001. [DOI] [PubMed] [Google Scholar]
  • 37.Lynch KM, Zannini E, Coffey A, Arendt EK. Lactic acid bacteria exopolysaccharides in foods and beverages: Isolation, properties, characterization, and health benefits. Annu Rev Food Sci Technol. 2018;9:155–176. doi: 10.1146/annurev-food-030117-012537. [DOI] [PubMed] [Google Scholar]
  • 38.Cruz M, Freitas F, Torres CA, Reis MA, Alves VD. Influence of temperature on the rheological behavior of a new fucose-containing bacterial exopolysaccharide. Int J Biol Macromol. 2011;48:695–699. doi: 10.1016/j.ijbiomac.2011.02.012. [DOI] [PubMed] [Google Scholar]
  • 39.Kim Y, Oh S, Yun HS, Oh S, Kim SH. Cell-bound exopolysaccharide from probiotic bacteria induces autophagic cell death of tumour cells. Lett Appl Microbiol. 2010;51:123–130. doi: 10.1111/j.1472-765X.2010.02859.x. [DOI] [PubMed] [Google Scholar]
  • 40.Poli A, et al. Production and chemical characterization of an exopolysaccharide synthesized by psychrophilic yeast strain Sporobolomyces salmonicolor AL(1) isolated from Livingston Island, Antarctica. Folia Microbiol (Praha) 2010;55:576–581. doi: 10.1007/s12223-010-0092-8. [DOI] [PubMed] [Google Scholar]
  • 41.Wang, X., Zhang, Y., Liu, Z., Zhao, M. & Liu, P. Purification, characterization, and antioxidant activity of polysaccharides isolated from Cortex Periplocae. Molecules22, 10.3390/molecules22111866 (2017). [DOI] [PMC free article] [PubMed]
  • 42.Yin Z, Zhang W, Zhang J, Kang W. Isolation, purification, structural analysis and coagulatory activity of water-soluble polysaccharides from Ligustrum lucidum Ait flowers. Chem Cent J. 2017;11:98. doi: 10.1186/s13065-017-0332-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Ayala-Hernandez I, Goff HD, Corredig M. Interactions between milk proteins and exopolysaccharides produced by Lactococcus lactis observed by scanning electron microscopy. J Dairy Sci. 2008;91:2583–2590. doi: 10.3168/jds.2007-0876. [DOI] [PubMed] [Google Scholar]
  • 44.Prendecka M, et al. Effect of exopolysaccharide from Ganoderma applanatum on the electrical properties of mouse fibroblast cells line L929 culture using an electric cell-substrate impedance sensing (ECIS) - Preliminary study. Ann Agric Environ Med. 2016;23:280–284. doi: 10.5604/12321966.1203891. [DOI] [PubMed] [Google Scholar]
  • 45.Ryan PM, Ross RP, Fitzgerald GF, Caplice NM, Stanton C. Sugar-coated: exopolysaccharide producing lactic acid bacteria for food and human health applications. Food Funct. 2015;6:679–693. doi: 10.1039/c4fo00529e. [DOI] [PubMed] [Google Scholar]
  • 46.Appukuttan D, et al. Expression and mutational analysis of DinB-like protein DR0053 in Deinococcus radiodurans. PloS One. 2015;10:e0118275. doi: 10.1371/journal.pone.0118275. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Ha YW, Son MJ, Yun KS, Kim YS. Relationship between eggshell strength and keratan sulfate of eggshell membranes. Comp Biochem Physiol A Mol Integr Physiol. 2007;147:1109–1115. doi: 10.1016/j.cbpa.2007.03.022. [DOI] [PubMed] [Google Scholar]
  • 48.Shukla, S. K. & Rao, T. S. The first recorded incidence of Deinococcus radiodurans R1 biofilm formation and its implications in heavy metals bioremediation. 234781, https://doi.org/10.1101/234781%J bioRxiv (2017).

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Supplementary Materials

Supplementary Information (460.5KB, pdf)

Data Availability Statement

The data sets generated and/or analyzed during the current study are available from the corresponding author on reasonable request.

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