– cytochrome P450 hydroxylase
– non-ribosomal peptide synthase
– polyketide synthase
The gene-based screening allows the rapid detection of biosynthetic gene clusters in the isolated strains (Wood et al. 2007). In the latest years, genome mining has been focused on
The conventional method of natural drug discovery is based on the bioactivity-guided purification of compounds, which is laborious and led to re-discovery of compounds most often. However, most of the biosynthetic potential of microorganisms is not detected under laboratory conditions (Winter et al. 2011).
The biosynthetic gene clusters for polyenes showed the existence of cytochrome P450 hydroxylase. The cytochrome P450 hydroxylase (
The genomic studies of actinomycetes indicated that non-ribosomal peptide synthetases and type I polyketide synthases (PKS-1) contribute about half of the biosynthetic systems that encode the genes for the biosynthesis of the secondary metabolites (Komaki et al. 2016). The PKS type I catalyzes the synthesis of macrolide antibiotics including erythromycin and tylosin (Le et al. 2014). The
The PCR-based screening approach sets the stage for the discovery of novel metabolites. This method helped to meet the medical severe demand for new drug candidates and enhance the acceptance of natural metabolic products as suitable drug candidates.
In this study, a PCR-based genome screening method was used for 40 independently isolated
PCR primers for the
Genes | Primers | Sequence (5’-3’) | Length | Tm | Product size | References |
---|---|---|---|---|---|---|
| CYP-F | TGGATCGGCGACGACCGSVYCGT | 23 bp | 63.8 | 350 bp | Ayuso-Sacido and Genilloud 2005 |
CYP-R | CCGWASAGSAYSCCGTCGTACTT | 23 bp | 56.6 | |||
| GLY-F | CTGGTCGGCAACCTGATGGAC | 21 bp | 61.7 | 560 bp | Ayuso-Sacido and Genilloud 2005 |
GLY-R | CAGGTACCGGATCAGCTCGTC | 21 bp | 61.7 | |||
| K1F | TSAAGTCSAACATCGGBCA | 19 bp | 48.4 | 1200–1500 bp | Ayuso-Sacido and Genilloud 2005 |
M6R | CGCAGGTTSCSGTACCAGTA | 20 bp | 55.4 | |||
| A3F | GCSTACSYSATSTACACSTCSGG | 23 bp | 53.1 | 700 bp | Wood et al 2007 |
A7R | SASGTCVCCSGTSCGGTAS | 19 bp | 50.6 |
Fig. 1.
Neighbor-joining tree based on 16S rRNA gene sequences of closely related type strains. Evolutionary distance was calculated using Kimura 2-parameters with 1000 bootstrap value.

In another method, the fungal test strains, including
About 40 selected
S. No. Given Code of Strain | GenBank Accession No. | Identified as |
---|---|---|
NR-1 | MK243371 |
|
NR-10 | MK243372 |
|
NR14 | MK243373 |
|
NR15 | MK243374 |
|
NR11 | MN912434 |
|
C2 | MN912435 |
|
D6-3 | MN912436 |
|
H34A | MN912437 |
|
H34B | MN912438 |
|
NR28 | MN912439 |
|
NR1 | MN912440 |
|
NR5 | MN912441 |
|
10M | MN912442 |
|
C3 | MN912443 |
|
H32B | MN912444 |
|
B5K | MN912445 |
|
H31A | MN912446 |
|
M19 | MN912447 |
|
MM5 | MN912448 |
|
NR3 | MN912449 |
|
M63 | MN912450 |
|
M32 | MN912451 |
|
M12 | MN912452 |
|
MM7 | MN912453 |
|
M13 | MN912454 |
|
D3-1 | MN912455 |
|
M29 | MN912456 |
|
M28 | MN912457 |
|
NR24 | MN912458 |
|
NR22 | MN912459 |
|
H26 | MN912460 |
|
M43 | MN912461 |
|
NR12 | MN912462 |
|
NR6 | MN912463 |
|
D3-3 | MN912464 |
|
D3-2 | MN912465 |
|
M93 | KM062032 |
|
M71 | KM062033 |
|
M54 | KM062034 |
|
M51 | KM062035 |
|
S. No. | Isolates | Nucleotide length | GenBank Accession No. | % age homology | Genes encoding for |
---|---|---|---|---|---|
1. | NR-1 | 350 bp | 98 | CYP | MF279145 |
2. | NR-10 | 350 bp | 100 | CYP | MF279146 |
3. | NR14 | 350 bp | 98 | CYP | MK272790 |
4. | NR15 | 350 bp | 98 | CYP | MK272791 |
5. | NR-16 | 700 bp | 100 | NRPS | MF279147 |
6. | M13 | 700 bp | 99 | NRPS | MF279148 |
7. | NR-12 | 700 bp | 98 | NRPS | MF279150 |
8. | NR-6 | 1500 bp | 98 | PKS-1 | MF279149 |
The PCR amplified gene fragments were sequenced, and sequence data was analyzed with the BLAST to check the percentage homology of the given genes such as the cytochrome P450 hydroxylase (
The sequences were submitted to NCBI GenBank (BANKit) as follows: strain NR-1 Accession No. MF279145, strain NR-10 Accession No. MF279146, strain NR-6 Accession No. MF279147, strain M13 Accession No. MF279148, strain NR-12 Accession No. MF279150, strain NR-6 Accession No. MF27914, strain NR-14 Accession No. MK272790, and strain NR-15 Accession No. MK272791 (Table II). The 16S rRNA gene accession numbers are given as follows: NR-1 Accession No. MK243371, NR-10 Accession No. MK243372, NR-14 Accession No. MK243373, and NR-15 Accession No. MK243374.
The nucleic acid sequence of strains NR-1, NR-10, NR-14, and NR-15 with the cytochrome P450 hydroxylase gene was translated using EMBOSS Transq. The similarity index of the translated nucleotide of strain NR-1, with cytochrome P450 hydroxylase protein from all six reading frames, were mentioned in Table IV. The EMBOSS_001_1 showed the highest percentage similarity of 98% with cytochrome P450 hydroxylase (CYP) protein, while the EMBOSS_001_4 indicated the lowest similarity with cytochrome P450 hydroxylase (CYP) protein. The EMBOSS_001_5 and EMBOSS_001_6 are non-functional proteins, and no significant similarity was found. The protein sequence that showed highest similarity index were further selected for alignment by using the MEGA 6.0. It might be possible the given antifungal activity of the
The translated DNA sequence of NR-1 based on six reading frames and their percentage similarity with cytochrome P450 hydroxylase (CYP) protein.
Sequence translation (EMBOSS Transq) | % similarity with cytochrome P450 hydroxylase protein |
---|---|
EMBOSS_001_1 | 98 |
EMBOSS_001_2 | 50 |
EMBOSS_001_3 | No significant similarity found |
EMBOSS_001_4 | 45 |
EMBOSS_001_5 | No significant similarity found |
EMBOSS_001_6 | No significant similarity found |
The results of the agar plug method indicated that all the four strains carrying the
Antifungal activity of the selected polyene producing
The fungus strain tested | Zone of inhibition in mm | |||||
---|---|---|---|---|---|---|
NR-1 | NR-10 | NR-14 | NR-15 | MM7 | CHX | |
| 17.0 ± 0.11 | 17.8 ± 0.18 | 14.7 ± 0.22 | 16.0 ± 0.25 | 5.1 ± 0.121 | 9.9 ± 0.26 |
| 18.0 ± 0.32 | 12.2 ± 0.41 | 13.8 ± 0.45 | 16.6 ± 0.45 | 0.2 ± 0.11 | 10.9 ± 0.53 |
| 22.1 ± 0.40 | 19.0 ± 0.12 | 18.8 ± 0.27 | 18.3 ± 0.38 | 1.7 ± 0.42 | 14.0 ± 0.18 |
Fig. 2.
Antifungal activity of the selected polyene producing

In a thin-layer chromatography, different biologically active components were analyzed in the crude extracts. The
Fig. 3.
Chemical profile of the selected Actinomycetes strains. (A) TLC plate at 366 nm. (B) TLC plate after spraying with Ehrlich’s reagent. (C) TLC plate after spraying with anisaldehyde reagent.

The biologically active strains, including NR-1, NR10, NR14, and NR-15 that showed the presence of polyene specific the cytochrome P450 hydroxylase (
Fig 4.
HPLC analysis of crude extracts of the polyene producing

Each of the HPLC/UV chromatogram of methanolic extract of selected
The current advances in the field of genomics, metagenomics, and high-throughput screening is beneficial for the natural product’s detection (Genilloud et al. 2011). Due to the rediscovery of the already known metabolites, there is a strong need to explore the unique habitats and ecological niches, so that the probability of the discovery of novel metabolites with appropriate bioactivities could increase (Dhaneesha et al. 2017). The genome mining has thus delivered a comprehensive innovative tool, for the discovery of already identified, as well as previously unidentified natural metabolites, and the explanation of new biochemical revolutions and biosynthetic pathways (Chou et al. 2010).
Among the 40 tested
To screen the selected
The
Overall, this study revealed that a PCR-based screening approach that targets novel genes from biosynthetic gene clusters is a powerful tool for the rapid detection and identification of bioactive strains within the large culture collections. Moreover, in the recent past, the screening of large culture collections has led to the rediscovery of already known compounds; this greatly increases the usefulness of the PCR-based screening approach. Furthermore, in this study, a phylogenetic analysis of the amplified PCR products showed the exact prediction of the structural class of secondary metabolites being synthesized by an individual strain. The gene-based screening approach is helpful and can act as an additional pre-screening strategy for the selection of promising
Fig. 5.
The relative abundance of the

Fig. 1.

Fig. 2.

Fig. 3.

Fig 4.

Fig. 5.

Antifungal activity of the selected polyene producing Streptomyces sp. against different fungal strains (Fusarium oxysporum, Rhizoctonia solani, and Aspergillus sp.).
The fungus strain tested | Zone of inhibition in mm | |||||
---|---|---|---|---|---|---|
NR-1 | NR-10 | NR-14 | NR-15 | MM7 | CHX | |
|
17.0 ± 0.11 | 17.8 ± 0.18 | 14.7 ± 0.22 | 16.0 ± 0.25 | 5.1 ± 0.121 | 9.9 ± 0.26 |
|
18.0 ± 0.32 | 12.2 ± 0.41 | 13.8 ± 0.45 | 16.6 ± 0.45 | 0.2 ± 0.11 | 10.9 ± 0.53 |
|
22.1 ± 0.40 | 19.0 ± 0.12 | 18.8 ± 0.27 | 18.3 ± 0.38 | 1.7 ± 0.42 | 14.0 ± 0.18 |
PCR primers for the nrps, pks-1, cyps, and oxy b genes.
Genes | Primers | Sequence (5’-3’) | Length | Tm | Product size | References |
---|---|---|---|---|---|---|
|
CYP-F | TGGATCGGCGACGACCGSVYCGT | 23 bp | 63.8 | 350 bp | Ayuso-Sacido and Genilloud 2005 |
CYP-R | CCGWASAGSAYSCCGTCGTACTT | 23 bp | 56.6 | |||
|
GLY-F | CTGGTCGGCAACCTGATGGAC | 21 bp | 61.7 | 560 bp | Ayuso-Sacido and Genilloud 2005 |
GLY-R | CAGGTACCGGATCAGCTCGTC | 21 bp | 61.7 | |||
|
K1F | TSAAGTCSAACATCGGBCA | 19 bp | 48.4 | 1200–1500 bp | Ayuso-Sacido and Genilloud 2005 |
M6R | CGCAGGTTSCSGTACCAGTA | 20 bp | 55.4 | |||
|
A3F | GCSTACSYSATSTACACSTCSGG | 23 bp | 53.1 | 700 bp | Wood et al 2007 |
A7R | SASGTCVCCSGTSCGGTAS | 19 bp | 50.6 |
Streptomyces sp. GenBank accession numbers of 16S rRNA genes.
S. No. Given Code of Strain | GenBank Accession No. | Identified as |
---|---|---|
NR-1 | MK243371 |
|
NR-10 | MK243372 |
|
NR14 | MK243373 |
|
NR15 | MK243374 |
|
NR11 | MN912434 |
|
C2 | MN912435 |
|
D6-3 | MN912436 |
|
H34A | MN912437 |
|
H34B | MN912438 |
|
NR28 | MN912439 |
|
NR1 | MN912440 |
|
NR5 | MN912441 |
|
10M | MN912442 |
|
C3 | MN912443 |
|
H32B | MN912444 |
|
B5K | MN912445 |
|
H31A | MN912446 |
|
M19 | MN912447 |
|
MM5 | MN912448 |
|
NR3 | MN912449 |
|
M63 | MN912450 |
|
M32 | MN912451 |
|
M12 | MN912452 |
|
MM7 | MN912453 |
|
M13 | MN912454 |
|
D3-1 | MN912455 |
|
M29 | MN912456 |
|
M28 | MN912457 |
|
NR24 | MN912458 |
|
NR22 | MN912459 |
|
H26 | MN912460 |
|
M43 | MN912461 |
|
NR12 | MN912462 |
|
NR6 | MN912463 |
|
D3-3 | MN912464 |
|
D3-2 | MN912465 |
|
M93 | KM062032 |
|
M71 | KM062033 |
|
M54 | KM062034 |
|
M51 | KM062035 |
|
Streptomyces sp. GenBank accession numbers of the genes sequences.
S. No. | Isolates | Nucleotide length | GenBank Accession No. | % age homology | Genes encoding for |
---|---|---|---|---|---|
1. | NR-1 | 350 bp | 98 | CYP | MF279145 |
2. | NR-10 | 350 bp | 100 | CYP | MF279146 |
3. | NR14 | 350 bp | 98 | CYP | MK272790 |
4. | NR15 | 350 bp | 98 | CYP | MK272791 |
5. | NR-16 | 700 bp | 100 | NRPS | MF279147 |
6. | M13 | 700 bp | 99 | NRPS | MF279148 |
7. | NR-12 | 700 bp | 98 | NRPS | MF279150 |
8. | NR-6 | 1500 bp | 98 | PKS-1 | MF279149 |
The translated DNA sequence of NR-1 based on six reading frames and their percentage similarity with cytochrome P450 hydroxylase (CYP) protein.
Sequence translation (EMBOSS Transq) | % similarity with cytochrome P450 hydroxylase protein |
---|---|
EMBOSS_001_1 | 98 |
EMBOSS_001_2 | 50 |
EMBOSS_001_3 | No significant similarity found |
EMBOSS_001_4 | 45 |
EMBOSS_001_5 | No significant similarity found |
EMBOSS_001_6 | No significant similarity found |