Ecological Niche Analysis of Streptomyces sp. Amet_ytc 21 nov. Strain Isolated from Marine Intertidal Zones of bay of Bengal and Buckingham Canal
Yashika Chelvan1,2, Thamil Chelvan2,3, M. C. Vanitha2
1Vikram A Sarabhai Community Science Centre (VASCSC), Nehru Foundation for Development, Opp. Gujarat University, Navrangpura, Ahmedabad, Gujarat-380 009
2Department of Marine Biotechnology, AMET University, Kanathur, Chennai–603112, Tamil Nadu, India
3Department of Bioscience, Narmada College of Science and Commerce, Shukltirth Road, Zadeshwar, Bharuch, Gujarat-392011
*Corresponding Author E-mail: yashikachelvan@gmail.com
ABSTRACT:
Objective:To explore intertidal zone Swell seawater (High tide) for presence of novel Halotolerant Marine Actinomycetes (HTMA). Methods: Sea water analysis performed to estimate physiochemical parameters of unique Habitat. Phenotypic and genotypic analysis of isolated Halotolerant Marine Actinomycetes strains. Bioinformatics based analysis of novel HTMA Strain AMET YTC_21. Results: Physiochemical parameters of samples were as Temperature Seawater (28.00±0.50)°C, Salinity (34.96±0.05) ppt, Electrical Conductivity (34.96±0.05) μs/cm, pH (8.88±0.084), Dissolved Oxygen (11.94±0.11) mg/L, NO3 (0.25±0.021) mg/L, Total Dissolved Solids (27850.2±0.44) mg/L and Total PO4(0.013±0.00)mg/L. Salt tolerance, pH and temperature tolerance of selected HTMA strains and selection of potential strain for genetic analysis. Bioinformatics based Homology modeling and Phylogenetic tree analysis of novel Streptomyces sp. AMET_YTC21 strain. Conclusion: In the present study molecular identification by 16s rRNA gene sequencing of the isolated HTMA strain confirmed the organism a streptomyces sp. AMET_YTC21. The 16s rRNA nucleotide sequence was submitted to Gen bank in NCBI and the accession number obtained as Bank It KY072795. Morphological and biochemical evidence also suggested the presence of novel strain with high pH, Salt and temperature tolerance as Halotolerant Marine Actinomycetes. The obtained results will help us to determine the right candidate for novel therapeutic enzyme production.
KEYWORDS: Bay of Bengal, Brackish water, Halotolerant Marine Actinomycetes, Bioinformatics.
INTRODUCTION:
Bay of Bengal is unique for its salinity in the world. As some large rivers and fresh water bodies of the world have fallen into the bay so the salinity of the surface water of the bay is less saline as compared to other seas of the world. Except this seasonal variation in salinity is seen in the bay, this causes mainly due to the variation in rainfall seasonally and the discharge of water through the Buckingham canal forming the brackish water. In rainy season when rainfall is highest then the water discharge from Brackish water increases also and due to this huge amount of discharge in the monsoon sometimes at the interphase the salinity tends to move towards zero. The surface salinity in the open part of the Bay oscillates from 32% to 34.5% (parts per thousand, i.e. grams per kilogram of sea water) and in the coastal region varies from 10% to 25% [1]. The coastal water is significantly diluted throughout the year, although the brackish water uptake is greatly reduced during winter. Salinity gradually increases from the coast towards the open part of the Bay and near the coast the seasonal variation in salinity is greatest when in the deep sea this variation is very less [2]. Swells observed at the ocean surface can propagate thousands of kilometers [3]. Identification of low-frequency swells propagating large distances from the generation region is vital in wave hind cast studies [4]. Site 12.8663° N latitude and 80.2447° E longitude is intertidal zone between the Bay of Bengal and brackish water, Chennai, India is untapped resource for exploration of microbial diversity. The marine environment includes a vast array of diverse habitats ranging from tropical, shallow-water coral reefs to subzero and oceanic trenches. These habitats are ecological niche for majority of microbial and aquatic flora and fauna. A unique oceanographic setting and being one of the most vulnerable regions in the world due to climate change, Bay of Bengal is one of the hotspots for climate change research. Thus, it is pertinent to investigate how marine productivity of such intertidal zones.
MATERIALS AND METHODS:
Sampling
Site 12.8663° N, 80.2447° E site is intertidal zone between the Bay of Bengal and brackish water. The physiochemical parameters of seawater were estimated in and ex-situ. 5 water Samples were collected from Kanathur beach during the period of swell (high tides). The samples were collected in sterile containers. The samples were immediately moved to the laboratory and processed [5].
Media preparation and Isolation of Halo-tolerant Marine Actinomycetes:
1 ml of each water sample was serially diluted to 10-5, 10-6 and 10-7 in sterile aseptic conditions. Diluted water samples were plated on modified-Actinomycetes isolation agar (AIA) (Sodium caseinate-2.00 gm/L, L-Asparagine 0.10 gm/L, Sodium propionate 4.00 gm/L, Di-potassium phosphate 0.50 gm/L, Magnesium sulphate 0.10 gm/L, Ferrous sulphate 0.001 gm/L, Agar 15.00 gm/L, Glycerol 0.5 ml and final pH (at 28°C) 8.7±0.2 and prepared in sterile seawater (SSW) spread plate technique [6]. The plates were incubated at 28°C for 14 days and observed at intervals of 24 hours for the presence of microbial growth. HTMA colonies were streaked on AIA obtain and maintain axenic culture. Strians were named according to AMET repository coding regulations as AMET_YTC01 to AMET_YTC24. Potential 15 HTMA strains were selected on basis of their growth and further analyzed for their biochemical potential.
Biochemical characterization of HTMA:
Biochemical tests were performed to detect utilization of the myo-Inositol, D-Arabinose, L-Arabinose, Cellobiose, Erythritol, Fructose, Galactose, Glycerol, Glycogen, Inositol, Inulin, Lactose, Maltose, Mannitol, Mannose, Raffinose, Rhamnose, Salicin, Sorbitol, Starch, Sucrose, Trehalose, Xylose compounds as C sources[7]. Degradation of Aesculin, Casein, Chitin, Tyrosine, Elastin, Gelatin, Guanine, Hypoxanthine, Keratin, Starch, Urea and Xanthine by inoculating the HTMA in modified 15ml ISP2 broth Supplemented with respective compounds 1% w/v and incubated for 7 days at 28°C and respective negative controls were also incubated[8]. Based on above characteristics 5 strains are selected for primary screening and proceeded.
Screening for Halo-tolerant Marine Actinomycetes:
Tolerance of selected 5 Marine Actinomycetes against different parameters pH, temperature and salt concentrations were studied by inoculating loopful of AMETYTC_07, AMET_YTC14, AMET_YTC18, AMET_YTC19 and AMET_YTC21 strain in medium specified below with respective controls. Tolerance range of various pH (5, 6, 7, 8, 9,10) was tested using Zobell Marine Broth (ZMB) (Peptic digest of animal tissue 5.00 g/L, Yeast extract 1.00 g/L, Ferric citrate 0.10g/L, Magnesium chloride 8.80 g/L, Sodium sulphate 3.24 g/L, Sodium chloride 19.45g/L, Calcium chloride 1.80 g/L, Potassium chloride 0.55 g/L, Sodium bicarbonate 0.16 g/L, Potassium bromide 0.08 g/L, Strontium chloride 0.034 g/L, Boric acid 0.022 g/L,Sodium silicate 0.004 g/L, Sodium fluorate 0.0024 g/L, Ammonium nitrate 0.0016 g/L, Disodium phosphate 0.008 g/L).Temperature variation tolerance (15,20,28,37,48 and 55°C)was determined using Zobell Marine Broth[9]. Salt tolerance was determined using various concentrations of NaCl (0, 0.5, 1.0, 1.5, 2.0, 3.5, 4.0, 4.5 and 5.0 % w/v ) incorporated in modified Zobell Marine Broth(ZMB)( Peptic digest of animal tissue 5.00 g/L, Yeast extract 1.00 g/L, Ferric citrate 0.10g/L, Sodium chloride 19.45g/L, Magnesium chloride 8.80 g/L, Sodium sulphate 3.24 g/L, Calcium chloride 1.80 g/L, Potassium chloride 0.55 g/L, Sodium bicarbonate 0.16 g/L, Potassium bromide 0.08 g/L, Strontium chloride 0.034 g/L, Boric acid 0.022 g/L,Sodium silicate 0.004 g/L, Sodium fluorate 0.0024 g/L, Ammonium nitrate 0.0016 g/L, Disodium phosphate 0.008 g/L) at 28°C for 7 days and their optical density is measured at 600nm.
DNA Extraction from HTMA AMET_YTC21 strain and Polymerase chain reaction (PCR) protocol 16S rRNA amplification
Bacterial Genomic DNA was isolated using the Insta Gene TM Matrix Genomic DNA isolation kit. An isolated bacterial colony was picked and suspend in 1ml of sterile water in a microfuge tube. Centrifuge it for 1 minute at 10,000–12,000 rpm to remove the supernatant. Add 200 μl of Insta Gene matrix to the pellet and incubate at 56 °C for 15 minutes. Vortex at high speed for 10 seconds. Place the tube in a 100 °C boiling water bath for 8 minutes. Centrifuge the tube at 10,000– 12,000 rpm for 2 minutes. In result, 20μl of the supernatant was used per 50 μl PCR reaction[10].16S rRNA primers gene fragment was amplified using MJ Research Peltier Thermal Cycler. Forward primer-27F (AGAGTTTGATCMTGGCTCAG) with 20 bases and reverse primer-1492R (TACGGYTACCTTGTTACGACTT) with 22 bases. Add 1μL of template DNA in 20 μL of PCR reaction solution. Initial denaturation 94℃ for 2 min and then 35 amplification cycles at 94℃ for 45 sec, 55℃ for 60 sec, and 72℃ for 60 sec. Final Extension at 72℃ for 10 min. DNA fragments are amplified about 1,400bp. A positive control (E.coli genomic DNA) and a negative control are incorporated in PCR [11].
Purification of PCR products and Sanger Dideoxy Sequencing protocol:
Removed unincorporated PCR primers and dNTPs from PCR products by using Montage PCR Clean up kit (Millipore).The PCR product was sequenced using the 518F/800R primers. Sequencing reactions were performed using a ABI PRISM® Big Dye TM Terminator Cycle Sequencing Kits with AmpliTaq® DNA polymerase (FS enzyme) (Applied Biosystems). Single-pass sequencing was performed on each template using below 16s rRNA universal primers. The fluorescent-labeled fragments were purified from the unincorporated terminators with an ethanol precipitation protocol. The samples were resuspended in distilled water and subjected to electrophoresis in an ABI 3730xl sequencer (Applied Biosystems).
Bioinformatics Tool protocol:
The 16s r RNA sequence was blast using NCBI blast similarity search tool. The phylogeny analysis of our sequence with the closely related sequence of blast results was performed followed by multiple sequence alignment. The program MUSCLE 3.7 was used for multiple alignments of sequences [12]. The resulting aligned sequences were cured using the program Gblocks 0.91b. Forward Primer 785F (GGATTAGATACCCTGGTA) no of bases 18 and Reverse Primer 907R (CCGTCAATTCMTTTRAGTTT) no of bases 20. This Gblocks eliminates poorly aligned positions and divergent regions (removes alignment noise) [13]. Finally, the program PhyML 3.0 aLRT was used for phylogeny analysis and HKY85 as Substitution model. PhyML was shown to be at least as accurate as other existing phylogeny programs using simulated data, while being one order of magnitude faster [14]. PhyML was shown to be at least as accurate as other existing phylogeny programs using simulated data, while being one order of magnitude faster. The program Tree Dyn 198.3 was used for tree rendering [15].
RESULTS AND DISCUSSION:
Physiochemical parameters of 5 seawater samples
Randomized Seawater samples were aseptically collected at Kanathur beach, Chennai, India during Swell (High Tide). Physiochemical parameters of samples were estimated (Mean±Standard Deviation) as Temperature Seawater (28.00±0.50)°C, Salinity (34.96±0.05) ppt, Electrical Conductivity (34.96±0.05) μs/cm, pH (8.88±0.084), Dissolved Oxygen (11.94±0.11) mg/L, NO3 (0.25±0.021) mg/L, Total Dissolved Solids (27850. 2±0.44) mg/L and Total PO4 (0.013±0.00) mg/L [16] and their results were follows indicated in Table-1. The water samples were alkaline in nature and slight to moderately turbid with suspended organic matter.
Isolation of Halo-tolerant Marine Actinomycetes
Figure 1-HTMA colonies isolated on modified AIA medium
There were 5 (A, B, C, D and E) sets of triplicate plates of modified AIA per dilution 10-5, 10-6 and 10-7 were inoculated with 1 ml of respective dilution of Seawater sample by spread plate technique. The plates were incubated at 28 °C to maintain their ecological niche temperature. Total of 45 plates were inoculated and plate with 10-7 dilution showed very promising results post day 7 to day 10. Distinct pin point colonies of HTMA were observed on day 7 and on Day 10 there were varying demarcations of aerial and substrate mycelium on colonies. 15 Colonies were isolated and streaked on modified AIA to maintain axenic culture as shown in fig.1 .and phenotypic characteristics of 15 HTMA were as follows as given in table-2.
Table 1 -Physiochemical parameters of 5 seawater samples
|
Sample |
A |
B |
C |
D |
E |
Mean±SD |
|
Temperature Seawater(°C) |
27.5 |
28 |
27.7 |
28.8 |
28 |
28.00±0.50 |
|
Salinity( ppt) |
34.9 |
35 |
34.9 |
35 |
35 |
34.96±0.05 |
|
Electrical Conductivity(μs/cm) |
53200 |
53200 |
53200 |
53200 |
53200 |
53200±0.00 |
|
pH |
8.8 |
8.8 |
8.9 |
8.9 |
9 |
8.88±0.084 |
|
Dissolved Oxygen(DO)(mg/L) |
12 |
11.8 |
12.1 |
11.9 |
11.9 |
11.94±0.11 |
|
NO3 (mg/L) |
0.27 |
0.28 |
0.24 |
0.23 |
0.25 |
0.25±0.021 |
|
Total Dissolved Solids(TDS)(mg/L) |
27850 |
27850 |
27851 |
27850 |
27850 |
27850.2±0.44 |
|
Total PO4(mg/L) |
0.014 |
0.013 |
0.011 |
0.014 |
0.013 |
0.013±0.00 |
Table 2-Phenotypic characteristics of HTMA strains
|
Colony Morphology |
Elevation |
Margin |
Aerial mycelium |
Substrate mycelium |
Diffusible pigments |
|
AMET_YTC 02 |
raised |
undulate |
white |
white |
Absent |
|
AMET_YTC 04 |
raised |
undulate |
Creamy yellow |
white |
present |
|
AMET_YTC 05 |
convex |
concentric |
grey |
yellow |
absent |
|
AMET_YTC 07 |
convex |
smooth |
Pale yellow |
grey |
present |
|
AMET_YTC 10 |
raised |
concentric |
brown |
white |
absent |
|
AMET_YTC 12 |
raised |
smooth |
grey |
grey |
present |
|
AMET_YTC 14 |
raised |
smooth |
grey |
white |
absent |
|
AMET_YTC 15 |
convex |
rugose |
Pale yellow |
brown |
present |
|
AMET_YTC 16 |
raised |
smooth |
grey |
white |
absent |
|
AMET_YTC 17 |
raised |
concentric |
brown |
Bluish grey |
absent |
|
AMET_YTC 18 |
raised |
concentric |
grey |
Light orange |
absent |
|
AMET_YTC 19 |
convex |
concentric |
brown |
white |
absent |
|
AMET_YTC 21 |
raised |
rugose |
grey |
Light pink |
absent |
|
AMET_YTC 22 |
raised |
concentric |
Light green |
grey |
present |
|
AMET_YTC 23 |
convex |
concentric |
yellow |
grey |
absent |
Table 3-Biochemical characterization of HTMA strains by Degradation of compounds
|
Degradation of |
AMET_YTC 02 |
AMET_YTC 04 |
AMET_YTC 05 |
AMET_YTC 07 |
AMET_YTC 10 |
AMET_YTC 12 |
AMET_YTC 14 |
AMET_YTC 15 |
AMET_YTC 16 |
AMET_YTC 17 |
AMET_YTC 18 |
AMET_YTC 19 |
AMET_YTC 21 |
AMET_YTC 22 |
AMET_YTC 23 |
|
Aesculin |
+ |
- |
- |
+ |
- |
- |
w |
- |
+ |
- |
+ |
- |
+ |
- |
- |
|
Casein |
- |
+ |
- |
+ |
- |
- |
+ |
+ |
+ |
- |
+ |
- |
+ |
- |
+ |
|
Chitin |
+ |
w |
w |
w |
+ |
+ |
- |
+ |
- |
+ |
+ |
w |
+ |
+ |
- |
|
Tyrosine |
+ |
+ |
+ |
+ |
- |
w |
+ |
- |
+ |
- |
+ |
w |
+ |
w |
- |
|
Elastin |
+ |
+ |
+ |
w |
- |
+ |
w |
- |
+ |
- |
+ |
w |
w |
+ |
+ |
|
Gelatin |
+ |
- |
w |
- |
+ |
w |
+ |
- |
w |
+ |
- |
- |
+ |
- |
+ |
|
Guanine |
- |
- |
- |
+ |
- |
- |
- |
- |
+ |
- |
- |
- |
+ |
- |
+ |
|
Hypoxanthine |
- |
+ |
- |
+ |
- |
+ |
- |
+ |
- |
- |
w |
- |
+ |
+ |
- |
|
Keratin |
+ |
+ |
- |
+ |
- |
- |
+ |
- |
+ |
- |
+ |
- |
+ |
- |
w |
|
Starch |
- |
w |
+ |
- |
- |
+ |
w |
- |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
|
Urea |
+ |
+ |
+ |
+ |
+ |
+ |
w |
- |
w |
- |
- |
- |
+ |
+ |
- |
|
Xanthine |
- |
+ |
w |
- |
+ |
+ |
- |
- |
+ |
+ |
- |
+ |
+ |
+ |
- |
+high growth,-no growth ,w weak positive
Table 4-Biochemical characterization of HTMA strains by utilization of different C-sources.
|
Growth on sole carbon source (1 %, w/v) |
AMET_YTC 02 |
AMET_YTC 04 |
AMET_YTC 05 |
AMET_YTC 07 |
AMET_YTC 10 |
AMET_YTC 12 |
AMET_YTC 14 |
AMET_YTC 15 |
AMET_YTC 16 |
AMET_YTC 17 |
AMET_YTC 18 |
AMET_YTC 19 |
AMET_YTC 21 |
AMET_YTC 22 |
AMET_YTC 23 |
|
Inositol |
+ |
- |
- |
+ |
- |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
|
D-Arabinose |
- |
+ |
- |
+ |
- |
+ |
- |
- |
+ |
- |
+ |
- |
+ |
- |
+ |
|
L- Arabinose |
- |
- |
+ |
w |
+ |
- |
w |
+ |
+ |
+ |
- |
+ |
w |
+ |
- |
|
Cellobiose |
+ |
w |
- |
+ |
w |
+ |
- |
+ |
- |
+ |
w |
+ |
+ |
- |
+ |
|
Erythritol |
+ |
+ |
- |
+ |
- |
w |
+ |
- |
+ |
- |
+ |
- |
+ |
- |
+ |
|
Fructose |
+ |
+ |
- |
- |
+ |
- |
- |
- |
- |
w |
- |
- |
+ |
- |
w |
|
Galactose |
- |
- |
+ |
- |
- |
- |
+ |
- |
- |
- |
w |
- |
+ |
w |
- |
|
Glycerol |
- |
+ |
- |
w |
- |
- |
- |
- |
w |
- |
+ |
- |
w |
- |
- |
|
Glycogen |
+ |
- |
+ |
- |
- |
w |
- |
- |
+ |
- |
w |
- |
+ |
- |
- |
|
Inositol |
- |
- |
+ |
+ |
+ |
- |
w |
- |
- |
+ |
- |
+ |
+ |
- |
w |
|
Inulin |
- |
w |
- |
w |
+ |
- |
- |
w |
- |
w |
- |
- |
+ |
- |
+ |
|
Lactose |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
- |
- |
- |
w |
|
Maltose |
- |
- |
+ |
- |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
|
Mannitol |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
- |
- |
- |
+ |
- |
+ |
+ |
+ |
|
Mannose |
+ |
- |
- |
+ |
- |
+ |
+ |
- |
+ |
- |
+ |
- |
+ |
+ |
+ |
|
Raffinose |
+ |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
+ |
- |
- |
|
Rhamnose |
+ |
- |
w |
w |
- |
+ |
- |
- |
- |
- |
- |
- |
+ |
- |
+ |
|
Salicin |
- |
- |
- |
- |
- |
- |
- |
w |
+ |
- |
- |
- |
- |
w |
- |
|
Sorbitol |
+ |
- |
- |
w |
- |
+ |
- |
- |
w |
- |
- |
- |
- |
- |
- |
|
Starch |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
+ |
|
Sucrose |
+ |
- |
+ |
w |
+ |
+ |
w |
- |
w |
- |
- |
- |
+ |
- |
+ |
|
Trehalose |
- |
+ |
- |
- |
- |
w |
w |
- |
- |
- |
- |
- |
+ |
- |
- |
|
Xylose |
+ |
- |
- |
- |
- |
- |
+ |
+ |
+ |
- |
- |
- |
+ |
w |
- |
+high growth,-no growth ,w weak positive
Screening for Halo-tolerant Marine Actinomycetes
Tolerance of selected 5 HTMA stains (AMETYTC_07, AMET_YTC14, AMET_YTC18,AMET_YTC19 and AMET_YTC21) against different parameters pH, temperature and salt concentrations. The strain AMET_YTC21 showed peculiar high tolerance to alkaline pH (7.5-9) and NaCl (0.5-5%w/v) concentrations along with potential to grow at range of temperatures between (20-40 °C). Based on the above characteristics AMET_YTC21 was selected for molecular taxonomy by 16S rRNA identification method.
\
Table 5-Effect of salt concentration (NaCl ) on growth of HTMA strains
|
% NaCl |
0 |
0.5 |
1 |
1.5 |
2 |
2.5 |
3 |
3.5 |
4 |
4.5 |
5 |
|
AMET_YTC07 |
-1 |
-1 |
-1 |
-1 |
-1 |
0 |
1 |
1 |
0 |
-1 |
-1 |
|
AMET_YTC14 |
-1 |
-1 |
-1 |
-1 |
0 |
1 |
1 |
1 |
0 |
-1 |
-1 |
|
AMET_YTC18 |
-1 |
-1 |
-1 |
-1 |
-1 |
0 |
1 |
0 |
-1 |
-1 |
-1 |
|
AMET_YTC19 |
-1 |
-1 |
0 |
0 |
0 |
1 |
1 |
1 |
0 |
-1 |
-1 |
|
AMET_YTC21 |
-1 |
0 |
0 |
0 |
0 |
1 |
1 |
1 |
1 |
1 |
1 |
Figure 4-Phylogenetic tree analysis of streptomyces sp. AMET_YTC21
(1 high growth,-1 no growth , 0 weak positive)
Bioinformatics based 16S ribosomal RNA gene sequencing of AMET_YTC21 strain
AMET_YTC21 16S ribosomal RNA gene has 602 base pairs and Genbank Id KY072795.The sequencing result confirms strain as novel streptomyces sp.AMET_YTC21 by BLAST tool of Homology modeling.The Phylogenetic tree of novel streptomyces sp.AMET_YTC21 is shown below in figure-5.
Figure 2-Effect of ph Temperature on growth of HTMA strains
Figure 3-Effect of Temperature on growth of HTMA strains
CONCLUSION:
In the present study molecular identification by 16s rRNA gene sequencing of the isolated HTMA strain confirmed the organism a streptomyces sp. AMET_YTC21. The 16s rRNA nucleotide sequence was submitted to Gen bank in NCBI and the accession number obtained as Bank It KY072795. Morphological and biochemical evidence also suggested the presence of novel strain with high pH, Salt and temperature tolerance as Halotolerant Marine Actinomycetes. The obtained results will help us to determine the right candidate for novel therapeutic enzyme production.
REFERENCES:
1. Mani Murali R, Dhiman R, Richa C, Jaya Kumar S, Ilangovan D, Vethamony P. Decadal shoreline assessment using remote sensing along the central Odisha coast, India. Environ Earth Sc 2015.
2. Rao RR, Sivakumar R. Seasonal variability of sea surface salinity and salt budget of the mixed layer of the north Indian Ocean. Journal of Geophysical Research 2003; 108: 3009.
3. Johnson G, Sanil Kumar V, Amrutha MM, Jai S. Characteristics of long-period swells measured in the near shore regions of eastern Arabian Sea. International Journal of Naval Architecture and Ocean Engineering 2016; 8 (4): 312-319.
4. Ardhuin F, Chapron B, Collard F. Dissipation of steep swells observed across oceans. Geophysical Research Letters 2008; 36:1-5.
5. Bruce B, Steven ES, James PB, Douglas JB, Thomas AC, Ranajit C et al. Quality Sample Collection, Handling, and Preservation for an Effective Microbial Forensics Program. Applied Environmental Microbiology 2006; 72 (10): 6431–6438.
6. Abebe B, Feleke M, Berhanu A. Isolation and screening of antibiotic producing actinomycetes from soils in Gondar town, North West Ethiopia. Asian Pacific Journal of Tropical Disease 2013 Oct; 3 (5): 375–381.
7. Whitman W, Goodfellow M, Kämpfer P, Busse HJ, Trujillo M, Ludwig W et al. Bergey's Manual of Systematic Bacteriology: Volume 5: The Actinobacteria. Springer Science and Business Media 2012; 1821.
8. Goodfellow M, Alderson G. Numerical Taxonomy of Actinomadura and Related Actinomycetes. Journal of General Microbiology 1979; 112: 95-111.
9. Kontro M, Lignell U, Hirvonen MR, Nevalainen A. pH effects on 10 Streptomyces spp. growth and sporulation depend on nutrients.Letters in Applied Microbiology 2005; 41: 32–38.
10. Kavitha R, Dhamodharan N, Dhivya C. Screening, isolation, and antibacterial activity of antibiotic producing bacteria obtained from saprophytic soil samples. Asian J Pharm Clin Res 2017; 10 (3): 92-96.
11. Richard D, Sherry SW. Molecular Microbial Ecology Manual, Second Edition. Kluwer Academic Publishers 2004; 3 (1): 509–522.
12. Edgar RC. Muscle: multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Res 2004; 32 (5):1792-1797.
13. Talavera G, and Castresana J. Improvement of phylogenies after removing divergent and ambiguously aligned blocks from protein sequence alignments. Systematic Biology 2007; 56: 564-577.
14. David AM. Increasing the Efficiency of Searches for the Maximum Likelihood Tree in a Phylogenetic Analysis of up to 150 Nucleotide Sequences. Systematic Biology 2007; 56 (6): 988–1010.
15. Dereeper A, Guignon V, Blanc G, Audic S, Buffet S, Chevenet F et. al. Phylogeny fr: robust phylogenetic analysis for the non-specialist. Nucleic Acids Res 2016; 1: 465–469.
16. Parsons JDH, Strickland TRA. Manual of Sea water analysis. Fisheries Research Board of Canada 1972.
Received on 30.03.2018 Modified on 18.04.2018
Accepted on 12.05.2018 © RJPT All right reserved
Research J. Pharm. and Tech 2018; 11(8): 3641-3646.
DOI: 10.5958/0974-360X.2018.00671.6