| Literature DB >> 28195138 |
Noura El-Ahmady El-Naggar1, Sara M El-Ewasy1.
Abstract
In this present study, a newly isolated strain, Streptomyces sp. NEAE-H, capable of producing high amount of black extracellular melanin pigment on peptone-yeast extract iron agar and identified as Streptomyces glaucescens NEAE-H. Plackett-Burman statistical design was conducted for initial screening of 17 independent (assigned) variables for their significances on melanin pigment production by Streptomyces glaucescens NEAE-H. The most significant factors affecting melanin production are incubation period, protease-peptone and ferric ammonium citrate. The levels of these significant variables and their interaction effects were optimized by using face-centered central composite design. The maximum melanin production (31.650 μg/0.1 ml) and tyrosinase activity (6089.10 U/ml) were achieved in the central point runs under the conditions of incubation period (6 days), protease-peptone (5 g/L) and ferric ammonium citrate (0.5 g/L). Melanin pigment was recovered by acid-treatment. Higher absorption of the purified melanin pigment was observed in the UV region at 250 nm. It appeared to have defined small spheres by scanning electron microscopy imaging. The maximum melanin yield was 350 mg dry wt/L of production medium. In vitro anticancer activity of melanin pigment was assayed against skin cancer cell line using MTT assay. The IC50 value was 16.34 ± 1.31 μg/ml for melanin and 8.8 ± 0.5 μg/ml for standard 5-fluorouracil.Entities:
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Year: 2017 PMID: 28195138 PMCID: PMC5307326 DOI: 10.1038/srep42129
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1(A) Melanin production by Streptomyces glaucescens strain NEAE-H in peptone yeast extract iron agar; (B) culture broth after 2 days of incubation; (C) tubes containing culture samples at different elapsed times. Number below each vial indicates incubation time in hours.
Figure 2Scanning electron micrograph showing the spore-chain morphology and spore-surface ornamentation of strain NEAE -H grown on starch nitrate agar medium for 14 days at 30 °C at different magnification.
Phenotypic properties that separate strain Streptomyces sp. strain NEAE-H from related Streptomyces species. Data for reference species were taken from Bergey’s Manual of Systematic Bacteriology -volume five the actinobacteria30.
| Characteristic | |||||
|---|---|---|---|---|---|
| Aerial mass color on ISP mdeium 2 | Green with white margins | Green or blue | Gray | White–grey | Gray |
| Reverse side of colony on ISP medium 2 | Brownish orange | red | Yellow to orange-yellow | Yellow | Blue-violet or red |
| Production of diffusible pigment | None | None | None | Yellow | Blue-violet or red |
| Spore chain morphology | Spirals | Spirals | Spirals, long | Spirals | Spirals or flexuous, long |
| Spore surface | Hairy | Hairy | Spiny | Smooth | Spiny or warts |
| Spore shape | Globose to oval | Oval | |||
| Peptone-yeast extract iron agar | + | + | − | − | − |
| Tyrosine agar | + | + | − | − | − |
| Tryptone-yeast extract broth | − | + | − | − | |
| Maximum NaCl tolerance (%, w/v) | 5 | 7 | |||
| Coagulation of milk | + | + | |||
| Peptonization of milk | + | + | |||
| Nitrate reduction | – | + | |||
| H2S production | − | − | |||
| Gelatin liquification | + | − | |||
| D(−) fructose | + | + | + | + | + |
| D(+) xylose | + | + | + | − | + |
| D(+) galactose | + | + | |||
| D(+) glucose | + | + | + | + | + |
| L-arabinose | + | + | + | − | + |
| Ribose | + | ||||
| D(+) mannose | + | + | |||
| Sucrose | + | ± | ± | ± | |
| Maltose | + | ± | |||
| Rhamnose | + | + | + | + | + |
| Raffinose | ± | ± | ± | − | ± |
| Cellulose | + | ± | |||
Abbreviations: +, Positive; −, Negative; ± , Doubtful; Blank cells, no data available. The optimal growth temperature was 30 °C and optimal pH was 7.0. It exhibited no antimicrobial activities against Staphylococcus aureus, Alternaria solani, Bipolaris oryzae, Sacchromyces cerevisiae, Candida albicans, Bacillus subtilis, Escherichia coli, Pseudomonas aeruginosa, Rhizoctonia solani, Fusarium oxysporum, Aspergillus niger and Klebsiella pneumoniae. Lecithinase activity, α–amylase (starch hydrolysis), protease (degradation of casein), cellulase (growth on cellulose), uricase, gelatinase and asparaginase of strain NEAE-H were produced while chitosanase was not produced.
*Mature spore chains are short.
**Hairs are coarse, showing some tendency towards spines.
Figure 3Neighbour-joining phylogenetic tree based on 16 S rRNA gene sequences, showing the relationships between strain NEAE-H and related species of the genus Streptomyces.
Only bootstrap values above 50%, expressed as percentages of 500 replications, are shown at the branch points. GenBank sequence accession numbers are indicated in parentheses after the strain names. Phylogenetic analyses were conducted in the software package MEGA4. Bar, 0.1 substitution per nucleotide position.
Twenty-trial Plackett–Burman experimental design for evaluation of nineteen independent variables with coded values along with the melanin production and tyrosinase activity.
| Run no. | Coded levels of independent variables | Melanin production (μg/0.1 ml of medium) | Residuals | Tyrosinase activity (U/ml) | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| A | B | C | D | E | F | G | H | J | K | L | M | N | O | P | Q | R | D1 | D2 | Actual value | Predicted value | |||
| 1 | −1 | −1 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | 1 | −1 | −1 | −1 | −1 | 1 | 1 | −1 | 1 | 1 | 5.91 | 5.991 | −0.081 | 1202.06 |
| 2 | −1 | 1 | 1 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | 1 | −1 | −1 | −1 | 12.57 | 12.597 | −0.027 | 2284.11 |
| 3 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | 1 | −1 | −1 | −1 | −1 | 1 | 1 | −1 | 1 | 1 | −1 | −1 | 7.12 | 7.093 | 0.027 | 1666.08 |
| 4 | 1 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | 1 | −1 | −1 | −1 | −1 | 1 | 16.33 | 16.249 | 0.081 | 4148.21 |
| 5 | 1 | −1 | −1 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | 1 | −1 | −1 | −1 | −1 | 1 | 1 | −1 | 1 | 7.13 | 7.157 | −0.027 | 1272.06 |
| 6 | −1 | 1 | −1 | 1 | −1 | −1 | −1 | −1 | 1 | 1 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | 1 | 1 | 6.59 | 6.509 | 0.081 | 1180.06 |
| 7 | 1 | −1 | 1 | −1 | −1 | −1 | −1 | 1 | 1 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | 1 | 1 | −1 | 14.95 | 14.869 | 0.081 | 1158.06 |
| 8 | −1 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | 1 | −1 | −1 | −1 | −1 | 1 | 1 | −1 | 1 | 1 | −1 | 5.72 | 5.747 | −0.027 | 996.05 |
| 9 | −1 | 1 | −1 | −1 | −1 | −1 | 1 | 1 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | 1 | 1 | −1 | 1 | 16.56 | 16.533 | 0.027 | 4220.21 |
| 10 | −1 | −1 | 1 | 1 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | 1 | −1 | −1 | 7.85 | 7.823 | 0.027 | 1510.08 |
| 11 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | 8.97 | 8.943 | 0.027 | 1998.10 |
| 12 | 1 | −1 | −1 | −1 | −1 | 1 | 1 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | 13.82 | 13.739 | 0.081 | 2686.13 |
| 13 | 1 | 1 | −1 | −1 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | 1 | −1 | −1 | −1 | −1 | 1 | 1 | −1 | 8.35 | 8.431 | −0.081 | 1680.08 |
| 14 | 1 | 1 | −1 | 1 | −1 | 1 | −1 | −1 | −1 | −1 | 1 | 1 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | 14.37 | 14.343 | 0.027 | 3052.15 |
| 15 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | 1 | −1 | −1 | −1 | −1 | 1 | 1 | 6.92 | 6.839 | 0.081 | 1838.09 |
| 16 | −1 | −1 | −1 | −1 | 1 | 1 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | 1 | 12.53 | 12.557 | −0.027 | 2762.14 |
| 17 | 1 | −1 | 1 | −1 | 1 | −1 | −1 | −1 | −1 | 1 | 1 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | 1 | 17.96 | 18.041 | −0.081 | 5454.27 |
| 18 | −1 | −1 | −1 | 1 | 1 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | 1 | −1 | 14.09 | 14.171 | −0.081 | 2934.15 |
| 19 | 1 | 1 | −1 | 1 | 1 | −1 | −1 | 1 | 1 | 1 | 1 | −1 | 1 | −1 | 1 | −1 | −1 | −1 | −1 | 16.65 | 16.677 | −0.027 | 1608.08 |
| 20 | 1 | 1 | 1 | −1 | 1 | −1 | 1 | −1 | −1 | −1 | −1 | 1 | 1 | −1 | 1 | 1 | −1 | −1 | 1 | 11.49 | 11.571 | −0.081 | 1866.09 |
| Level | days | οC | rpm | ml | g/L | g/L | g/L | g/L | g/L | g/L | g/L | g/L | g/L | g/L | g/L | g/L | |||||||
| −1 | 2 | 7 | 30 | 100 | 50 | 0 | 0 | 1 | 0 | 7 | 2 | 0.5 | 0.5 | 0.1 | 0.01 | 0 | 0 | ||||||
| 1 | 5 | 8.5 | 37 | 200 | 100 | 5 | 5 | 3 | 2 | 15 | 4 | 1 | 1 | 0.4 | 0.08 | 0.5 | 0.5 | ||||||
A (incubation period); B (pH); C (temperature); D (agitation speed); E (medium volume, ml/250 ml flask); F (starch); G (glycerol); H (L-tyrosine); J (potassium nitrate); K (peptone); L (protease-peptone); M (yeast extract); N (K2HPO4); O (ferric ammonium citrate); P (sodium thiosulfate); Q (MgSO4) and R (NaCl).
Regression statistics and analysis of variance (ANOVA) for the experimental results of Plackett-Burman design used for melanin production by Streptomyces glaucescens strain NEAE-H.
| Source | Confidence Level (%) | ||||
|---|---|---|---|---|---|
| Model | 328.37 | 19.32 | 529.93 | 0.0019 | 99.810 |
| Incubation period (A) | 46.39 | 46.39 | 1272.72 | 0.0008 | 99.920 |
| pH (B) | 8.71 | 8.71 | 239.01 | 0.0042 | 99.580 |
| Temperature (C) | 7.49 | 7.49 | 205.51 | 0.0048 | 99.520 |
| Agitation speed (D) | 25.00 | 25.00 | 685.83 | 0.0015 | 99.850 |
| Starch (F) | 53.60 | 53.60 | 1470.38 | 0.0007 | 99.930 |
| Glycerol (G) | 4.38 | 4.38 | 120.18 | 0.0082 | 99.180 |
| L-tyrosine (H) | 8.37 | 8.37 | 229.69 | 0.0043 | 99.570 |
| Peptone (K) | 18.62 | 18.62 | 510.96 | 0.0020 | 99.800 |
| Protease-peptone (L) | 51.91 | 51.91 | 1424.04 | 0.0007 | 99.930 |
| Yeast extract (M) | 7.64 | 7.64 | 209.56 | 0.0047 | 99.530 |
| K2HPO4 (N) | 0.87 | 0.87 | 23.74 | 0.0396 | 96.040 |
| Ferric ammonium citrate (O) | 65.74 | 65.74 | 1803.55 | 0.0006 | 99.940 |
| Sodium thiosulfate (P) | 9.55 | 9.55 | 261.99 | 0.0038 | 99.620 |
| MgSO4 (Q) | 1.47 | 1.47 | 40.30 | 0.0239 | 97.610 |
| (R) NaCl | 13.38 | 13.38 | 367.15 | 0.0027 | 99.730 |
| Residual | 0.07 | 0.04 | |||
| Cor Total | 328.44 | ||||
| Std. Dev. | 0.191 | R-Squared | 0.9998 | ||
| Mean | 11.294 | Adj R-Squared | 0.9979 | ||
| C.V.% | 1.690 | Pred R-Squared | 0.9778 | ||
| PRESS | 7.29 | Adeq Precision | 67.8771 | ||
*Significant values, SS - sum of squares, MS- mean square, F: Fishers’s function, P: Level of significance, PRESS -the predicted residual sum of squares, CV %-the coefficient of variation%.
Figure 4(A) The main effects of the factors affecting melanin production, eight variables affect positively melanin production, where seven variables affect negatively melanin production, (B) The Pareto chart shows the amount of influence of each factor on melanin production, C) Correlation between the experimented and predicted values for melanin production by Streptomyces glaucescens strain NEAE-H according to the Plackett–Burman experimental results.
Face-centered central composite design representing the melanin production by Streptomyces glaucescens strain NEAE-H as influenced by incubation period (X1), protease-peptone (X2) and ferric ammonium citrate (X3) along with the predicted melanin production and residuals and the levels of variables with actual factor levels corresponding to coded factor levels.
| Std | Run | Variables | Melanin production (μg/0.1 ml of medium) | Residuals | Tyrosinase activity (U/ml) | |||
|---|---|---|---|---|---|---|---|---|
| X1 | X2 | X3 | Experimental | Predicted | ||||
| 17 | 1 | 0 | 0 | 0 | 31.650 | 30.592 | 1.058 | 6089.10 |
| 14 | 2 | 0 | 0 | 1 | 13.993 | 15.539 | −1.546 | 3981.80 |
| 20 | 3 | 0 | 0 | 0 | 31.650 | 30.592 | 1.058 | 6089.10 |
| 10 | 4 | 1 | 0 | 0 | 24.059 | 24.942 | −0.883 | 4087.40 |
| 7 | 5 | −1 | 1 | 1 | 4.658 | 4.564 | 0.093 | 2503.33 |
| 4 | 6 | 1 | 1 | −1 | 4.597 | 4.835 | −0.238 | 2496.12 |
| 5 | 7 | −1 | −1 | 1 | 7.362 | 6.331 | 1.031 | 3331.37 |
| 1 | 8 | −1 | −1 | −1 | 8.067 | 6.596 | 1.471 | 3367.37 |
| 13 | 9 | 0 | 0 | −1 | 13.003 | 14.630 | −1.628 | 3784.99 |
| 19 | 10 | 0 | 0 | 0 | 31.650 | 30.592 | 1.058 | 6089.10 |
| 3 | 11 | −1 | 1 | −1 | 3.529 | 3.834 | −0.305 | 2251.31 |
| 12 | 12 | 0 | 1 | 0 | 26.838 | 25.711 | 1.127 | 4497.82 |
| 18 | 13 | 0 | 0 | 0 | 31.650 | 30.592 | 1.058 | 6089.10 |
| 9 | 14 | −1 | 0 | 0 | 23.620 | 25.911 | −2.290 | 4051.40 |
| 15 | 15 | 0 | 0 | 0 | 31.650 | 30.592 | 1.058 | 6089.10 |
| 8 | 16 | 1 | 1 | 1 | 6.240 | 6.917 | −0.677 | 3062.55 |
| 2 | 17 | 1 | −1 | −1 | 3.006 | 2.306 | 0.700 | 2174.51 |
| 6 | 18 | 1 | −1 | 1 | 4.491 | 3.392 | 1.099 | 2462.52 |
| 11 | 19 | 0 | −1 | 0 | 21.029 | 25.330 | −4.301 | 4008.20 |
| 16 | 20 | 0 | 0 | 0 | 31.650 | 30.592 | 1.058 | 6089.10 |
| 4 | 3 | 0.3 | ||||||
| 6 | 5 | 0.5 | ||||||
| 8 | 7 | 0.7 | ||||||
Regression statistics, analysis of variance (ANOVA) for FCCD results used for optimizing melanin production by Streptomyces glaucescens strain NEAE-H.
| Source | Coefficient estimate | Sum of Squares | Mean Square | |||
|---|---|---|---|---|---|---|
| Model | 2594.424 | 9 | 288.269 | 66.903 | < 0.0001 | |
| X1 | −0.484 | 2.345 | 1 | 2.345 | 0.544 | 0.4776 |
| X2 | 0.191 | 0.364 | 1 | 0.364 | 0.084 | 0.7774 |
| X3 | 0.454 | 2.063 | 1 | 2.063 | 0.479 | 0.5047 |
| X1 X2 | 1.323 | 13.998 | 1 | 13.998 | 3.249 | 0.1016 |
| X1 X3 | 0.338 | 0.914 | 1 | 0.914 | 0.212 | 0.6550 |
| X2 X3 | 0.249 | 0.496 | 1 | 0.496 | 0.115 | 0.7415 |
| X12 | −5.166 | 73.378 | 1 | 73.378 | 17.030 | 0.0021 |
| X22 | −5.072 | 70.742 | 1 | 70.742 | 16.418 | 0.0023 |
| X32 | −15.508 | 661.349 | 1 | 661.349 | 153.490 | <0.0001 |
| Residual | 43.088 | 10 | 4.309 | |||
| Lack of Fit | 43.088 | 5 | 8.618 | |||
| Pure Error | 0.000 | 5 | 0.000 | |||
| Cor Total | 2637.511 | 19 | ||||
| Std. Dev. | 2.076 | R-Squared | 0.9837 | |||
| Mean | 17.720 | Adj R-Squared | 0.9690 | |||
| C.V.% | 11.715 | Pred R-Squared | 0.9025 | |||
| PRESS | 257.139 | Adeq Precision | 19.2714 |
*Significant values, df: Degree of freedom, F: Fishers’s function, P: Level of significance, C.V: Coefficient of variation, intercept coefficient estimate: 30.592.
Figure 5Three-dimensional response surface plots for melanin production showing the interactive effects of incubation period (X1), protease-peptone (X2) and ferric ammonium citrate (X3) when one of the variables is fixed at optimum value and the other two are allowed to vary.
Figure 6(A) Granules of extracted lyophilized melanin; (B) UV-visible absorbance spectrum (200–700 nm) of the purified melanin pigment of Streptomyces glaucescens strain NEAE-H.
Figure 7(A) FT-IR Spectroscopic analysis of the extracted melanin pigment; (B) NMR spectrum of the extracted melanin pigment.
Figure 8Scanning electron microscope micrographs of the extracted melanin pigment granules at different magnifications showing small spheres.
Cytotoxicity and anticancer activities of various concentrations of the purified melanin pigment of Streptomyces glaucescens strain NEAE-H on both cancerous and non-cancerous cells. 5-fluorouracil was used as a standard anticancer drug for comparison.
| Concentration (μg/ml) | Cytotoxicity (%) | ||
|---|---|---|---|
| Skin cancer cell line (HFB4) | Human lung fibroblast (WI-38) | Human amnion (WISH) | |
| 1.56 | 5.9 | 12.7 | 24.8 |
| 3.125 | 21.8 | 35 | 37.1 |
| 6.25 | 45.1 | 49.4 | 54.9 |
| 12.5 | 61.7 | 66.9 | 72.4 |
| 25 | 75.6 | 78.6 | 81.7 |
| 50 | 83.8 | 85.8 | 90.3 |
| 100 | 92.2 | 92.5 | 94.2 |
| Cytotoxicity IC50 (μg/ml) | 8.85 ± 0.52 | 6.68 ± 0.57 | 5.07 ± 0.38 |
| 1.56 | 0 | 0 | 0 |
| 3.125 | 7.7 | 0 | 0 |
| 6.25 | 28.2 | 9.8 | 3.5 |
| 12.5 | 49.4 | 32.9 | 25.9 |
| 25 | 66 | 43.7 | 37.8 |
| 50 | 70.9 | 57.3 | 51 |
| 100 | 81.3 | 68.1 | 64.4 |
| Cytotoxicity IC50 (μg/ml) | 16.34 ± 1.31 | 37.05 ± 2.40 | 48.07 ± 2.76 |
IC50 (μg/ml): 1–10 (very strong). 11–20 (strong). 21–50 (moderate). 51–100 (weak) and above 100 (non-cytotoxic).