1. Introduction
Due to the dispersion of drug resistance among microbial pathogens, discovering novel antimicrobials is desirable. Actinomycetota (formerly, Actinobacteria), the biggest member of the domain bacteria, are distinguished producers of a wide variety of secondary metabolites, including about 75% of the total antibiotic production available worldwide ( 1 , 2 ). The vast majority of antibiotics have been produced by the genus Streptomyces, which belongs to the phylum Actinomycetota by searching soil ( 3 , 4 ). As a result, the discovery of known molecules remains a challenge while hunting Actinomycetota for antimicrobial compounds, which may have reduced the likelihood of discovering new biologically active molecules from them ( 5 , 6 ). Therefore, it is important to look into Actinomycetota’s sourcing in novel niche habitats to find novel bioactive compounds. The plant endosphere is a sophisticated micro-ecosystem that allows for the habitation of a variety of niches by different microorganisms collectively known as endophytes. Endophytes are microorganisms that live inside the tissues of plants without harming the host plant or the surrounding environment ( 7 ). Endophytic microbes exploit unusual habitats, which might allow them to make bioactive substances similar to those produced by their host. As such, it is known that the Actinomycetota of medicinal plants can produce a variety of secondary metabolites ( 8 ).
In recent years, numerous reports have shown the metabolic potential of endophytic Actinomycetota ( 9 ), which has led to the discovery of numerous bioactive compounds ( 4 , 10 ). A different approach would be to characterize Actinomycetota based on their metabolic potential by targeting numerous genes encoding for the production of bioactive compounds ( 11 ). Biosynthetic gene clusters (BGCs) of the secondary metabolites of Actinomycetotal strains are primarily encoded by polyketide synthases (PKS-I and II), as well as non-ribosomal peptide synthetase (NRPS) pathways ( 12 , 13 ). The presence of these genes, therefore, points to the high potential of Actinomycetota for producing biologically active compounds.
Since the Roman times, members of the genus Anthemis, commonly known as chamomile (Family: Asteraceae), have been used in traditional medicine with numerous therapeutic applications due to their antioxidant, antimicrobial, antispasmodic, and anti-inflammatory qualities. Despite the widespread use of this plant in ethnobotanical medicine, there have been few attempts to examine its chemical or biological characteristics regarding its potential for therapeutic use ( 14 ). Moreover, to our knowledge, the endosymbiotic bacteria associated with Anthemis species (spp.) have not been reported yet. Therefore, this study aimed to isolate endophytic Actinomycetota associated with Anthemis pseudocotula Boiss. and screen their antibacterial activity against test bacterial pathogens. Additionally, it focused on the detection of secondary metabolite genes that might be responsible for antibacterial activities.
2. Materials and Methods
2.1. Sample Collection and Isolation of Endophytic Actinomycetota
Anthemis pseudocotula Boiss., a healthy medicinal plant, was collected from the Ilam province in the southwest of Iran. After being transported to the lab in zipped plastic bags, the plant samples were subjected to a six-step surface sterilization process within 24 h with modification ( 15 ). The sterilized plant parts (roots, stems, leaves, and flowers) were aseptically fragmented into 2 mm parts and were spread over the starch casein agar (SCA) ( 16 ), supplemented with cycloheximide (50 μg/mL) and nalidixic acid (20 μg/mL) to conquer the growth of fungi and non-Actinomycetota bacteria, respectively. The culture media were incubated at 28ºC for up to four weeks with regular observations for the potential growth of new colonies. The putative Actinomycetotal colonies were purified by repeated streaking using the International Streptomyces Project 2 (ISP2) medium. One hundred μL of the final rinse solution was applied on SCA plates and incubated at 28ºC for two weeks to check microbial growth and the results of surface sterilization.
2.2. DNA Isolation and Molecular Identification of Actinomycetota
Genomic DNA extractions were performed for all endophytic isolates using a simple boiling method, as described elsewhere ( 17 ), followed by polymerase chain reaction (PCR) with taxon-specific primers (Table 1) to identify Actinomycetota, as demonstrated previously ( 18 ).
Primer name | Sequence (5'-3') | Target gene | Product size (bp) | Reference |
---|---|---|---|---|
Act 235F | CGCGGCCTATCAGCTTGTTG | 16S rRNA | 640 | ( 18 ) |
Act 878R | CCGTACTCCCCAGGCGGGG | |||
K1F | TSAAGTCSAACATCGGBCA | PKS-I | 1200-1400 | ( 19 ) |
M6R | CGCAGGTTSCSGTACCAGTA | |||
KSα | TSGCSTGCTTGGAYGCSATC | PKS-II | 600 | ( 20 ) |
KSß | TGG AANCCG CCGAABCCTCT | |||
A3F | GCSTACSYSATSTACACSTCSGG | NRPS | 700-800 | ( 19 ) |
A7R | SASGTCVCCSGTSCGGTAS- |
2.3. Evaluation of Antibacterial Activity of Actinomycetota
Each Actinomycetotal isolate was cultured in trypticase soy broth (TSB) and ISP2 media at 28°C and shaken at 180 rpm. After 7 and 13 days of cultivation, the fermentation broth was centrifuged at 13000×g for 15 min for biomass removal. An equal volume of ethyl acetate was added to the supernatant and vigorously shaken. A vacuum rotary evaporator operating at 40°C was then used to evaporate the organic layer. The organic extracts were then used for antimicrobial activity screening. Staphylococcus aureus (S. aureus, ATCC 25923), Pseudomonas aeruginosa (P. aeruginosa, ATCC 27853), Salmonella enterica sub-species (subsp.) enterica (S. enterica, ATCC 14028) and Escherichia coli (E. coli, ATCC 25922) were used to measure the antibacterial activity of Actinomycetotal strains. They were grown at 37ºC overnight in Mueller-Hinton (MH) broth, which had been adjusted subsequently to 0.5 McFarland standard turbidity. The pathogenic bacterial lawns were prepared on the MH agar whose wells of about 6 mm in diameter were made using a sterilized cork borer, and 50 µL of the crude extracts were added to each well. The added extract plates were left at room temperature for one hour to let the crude extract diffuse and then incubated at 37ºC. After 24 h, the diameters of the inhibition zones were measured in mm(s). The control was a 50 µL volume of ethyl acetate.
2.4. Detection of PKS-I, PKS-II, and NRPS Genes
The genes encoding non-ribosomal peptide synthetase (NRPS) and polyketide synthases I and II (PKS-I and II) were amplified using three pairs of degenerate primers (Table 1). The PCR amplification was carried out as recommended elsewhere with minor modifications ( 19 , 20 ). Briefly, PCR amplifications were performed based on the following thermal profiles: 5 min denaturation at 96ºC and 30 cycles of 1 min at 96ºC, 1 min at either 58ºC (for K1FM6R, A3F⁄A7R) or 60ºC (for KSα⁄KSß) and 1 min extension at 72ºC, followed by 7 min at 72ºC. Amplification products were checked by electrophoresis in 1.2% agarose gels.
3. Results
3.1. Isolation of Endophytic Actinomycetota and Non-Actinomycetota
In total, 90 endophytic bacterial isolates were obtained from the root, stem, leaf, and flowers of Anthemis pseudocotula Boiss. Based on the results of 16S rRNA gene amplification using a set of phylum-specific primers, 38 isolates (42.2%) were identified as Actinomycetota. Out of 38 Actinomycetotal strains, the maximum number of isolates was obtained from the root (n=12, 31.6%), followed by flower (n=11, 28.9%), stem (n=8, 21.1%), and leaf (n=8, 21.1%) (Figure 1).
3.2 Evaluation of Antimicrobial Activity of Actinomycetota
Out of 38 Actinomycetotal isolates, 15 isolates (39.5%) showed positive activity against test pathogens. Eleven isolates (73.3%) showed significant antimicrobial activity against S. aureus, while 3 (20%) were active towards E. coli. The reference strains of P. aeruginosa and S. enterica subsp. enterica serovar Typhimurium were inhibited by two Actinomycetota isolates (13.3%). Some isolates appeared to have a broad-spectrum antibacterial activity (inhibited three pathogenic microorganisms). For instance, isolate No. 2 suppressed the growth of S. aureus, E. coli, and S. enterica subsp. enterica serovar Typhimurium, and isolate No. 18 was active against S. aureus, P. aeruginosa, and S. enterica subsp. enterica serovar Typhimurium (Table 2).
Isolate Code | BGC genes | ISP2 | TSB | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
PKS-I | PKS-II | NRPS | E. c* | S. e | P. a | S. a | E. c | S. e | P. a | S. a | |
1 | + | + | |||||||||
2 | + | + | + | + | + | + | |||||
3 | + | ||||||||||
4 | |||||||||||
5 | + | ||||||||||
6 | + | + | + | ||||||||
7 | + | + | |||||||||
8 | + | ||||||||||
9 | + | + | |||||||||
10 | + | ||||||||||
11 | + | + | |||||||||
12 | + | + | + | ||||||||
13 | + | + | + | ||||||||
14 | + | + | |||||||||
15 | + | + | |||||||||
16 | + | + | |||||||||
17 | + | + | + | + | |||||||
18 | + | + | + | + | + | ||||||
19 | + | + | + | ||||||||
20 | + | + | + | + | |||||||
21 | |||||||||||
22 | + | ||||||||||
23 | + | ||||||||||
24 | + | + | |||||||||
25 | + | + | |||||||||
26 | + | + | |||||||||
27 | + | + | |||||||||
28 | + | ||||||||||
29 | + | ||||||||||
30 | + | + | |||||||||
31 | + | + | |||||||||
32 | + | ||||||||||
33 | |||||||||||
34 | |||||||||||
35 | |||||||||||
36 | |||||||||||
37 | |||||||||||
38 | + |
3.3. Biosynthetic Gene Cluster
All Actinomycetotal isolates were selected for the determination of biosynthetic gene sequences of PKS-I, PKS-II, and NRPS by PCR amplification using specific primer sets. The PKS-II sequence was detected in 6 isolates (15.8%), while the PKS-I and NRPS sequences were detected in 20 (52.6%) and 23 (71.9%) strains, respectively (Figures 1-4). The isolate No. 2, which showed a broad-spectrum antimicrobial activity, gave positive amplification products with PKS-I, PKS-II, and NRPS primers. Twelve isolates, including isolates No. 1, 6, 7, and 9 to 20, which exhibited antimicrobial activity against one or two test pathogens, also gave positive amplification products for at least one of the PKS-I, PKS-II, and NRPS genes. Seven (18.4%) isolates neither produced any positive amplification products for the three biosynthetic genes nor showed any antimicrobial activity against the four pathogenic microorganisms that were tested. The 23 antimicrobial-negative isolates still provided positive amplification products for at least one biosynthetic gene (Table 2).
4. Discussion
Endophytic Actinomycetota isolated from various medicinal plants represented an enormous reservoir of novel metabolites with potential applications in therapeutics ( 8 - 11 ). This has inspired us to explore the chamomile plant to further understand the endophytic Actinomycetota and their biosynthetic potential for producing antibacterial and other useful compounds. In this study, 90 bacterial strains have been isolated from Anthemis pseudocotula Boiss. No colonies appeared from the final rinses of the sterilization procedure, demonstrating the effectiveness of surface sterilization and confirming that the subsequent isolates were endophytes. The samples taken in March did not yield any isolates of Actinomycetota, but those taken in April and May yielded all of the isolates. This might suggest that older chamomile plants, compared to younger ones, were colonized by Actinomycetota. In a study by Cooms and Franco (2003) on wheat roots, the findings suggested that Actinomycetota are not present in the roots of young wheat. Previous studies have demonstrated that Actinomycetota growth conditions can vary widely in various plants; however, this result differed from that of the current study.
In this study, each isolate was simultaneously inoculated in TSB and ISP2 broth media, and the antibacterial properties of the isolates were examined to show the impact of environmental conditions on the production of secondary metabolites. It is interesting to note that some isolates grown in the TSB medium exhibited antibiotic properties, but not those in the ISP2 medium and that some isolates exhibited this characteristic in the ISP2 environment, but not in the other medium. This phenomenon suggests that there are different chemical constituents in both culture media, and that nutritional factors affect the expression conditions of these genes and the generation of antimicrobial activity. One should seek to create conditions where these genes are expressed in their best state and produce antimicrobial metabolites.
Two antibacterial activity tests (day 7 and day 13) were conducted on the isolates in this study. The number of Actinomycetota isolates that exhibited antibacterial properties was much higher in the latter stage. Several factors, including nutrient limitation, growth rate, oxygen or pH conditions, and especially the availability of carbon, phosphate, or nitrogen sources, can strongly affect antibiotic production ( 21 ). The production of specialized metabolites in Actinomycetota is strictly regulated. Direct regulation occurs at the level of biosynthetic gene clusters, but frequently in response to how the organism that is producing the biomolecule reacts to its complex and shifting environment. These pathways are frequently activated when Actinomycetota are in nutrient-deficient conditions, as demonstrated in experimental studies. The number of Actinomycetota with antibacterial properties increased 13 days after the isolates were cultured in a liquid environment, which is consistent with previous findings ( 21 ). This is due to the fact that nutrient levels in the cultivation environment decrease over time.
In this study, the strains that were detected as Actinomycetota were subjected to molecular evaluation and PCR testing to achieve the next goal in terms of the presence of PKS-I, PKS-II, and NRPS genes. Of the 38 isolated Actinomycetota, 23 isolates (60.5%) carried the PKS-I gene, 6 (15.8%) possessed PKS-II, and 20 (52.6%) harbored the NRPS gene. The higher proportions of PKS-I and NRPS genes, as well as the lower detection rates of PKS-II, were in contrast to the results of previous studies ( 22 , 23 ). In the present study, although the identification of isolates was not performed to the genus level, the higher amplification rates of PKS-I were obtained in rare Actinomycetota rather than the Streptomyces-like organisms. This result was in accordance with the study conducted by another research group ( 11 ) in which they claimed that members of the rare Actinomycetota showed a higher distribution of the PKS-I gene while PKS-II was more abundant in Streptomyces spp.
There are numerous examples of strains possessing functional genes but not exhibiting antimicrobial activity and vice versa. The percentages of strains with PKS-I, PKS-II, and NPRS genes and the percentage of strains exhibiting antimicrobial activity do not correlate ( 24 , 25 ). This problem suggests that the expression of PKS genes and NPRS, as well as the production of microbial secondary metabolites, are highly dependent on environmental conditions.
The endophytic isolates of the present study had detectable antimicrobial activity, and we were able to successfully amplify gene fragments of their genome coding BGC. However, the majority of the inactive isolates had at least one kind of PKS-I, PKS-II, or NRPS genes involved in the backbone biosynthesis of secondary metabolites. These findings showed that the chamomile-associated Actinomycetota may be able to produce a variety of secondary metabolites with bioactive properties, in addition to antibacterial ones. We will therefore experiment with various media and culture conditions to promote the expression of secondary metabolite gene clusters in these isolates. Searching the isolates for additional bioactivities, such as anticancer or immunosuppressive activities, are of other plans. To the best of our knowledge, this was the first report on the isolation of endophytic Actinomycetota from Anthemis pseudocutola Boiss. Therefore, this study may serve as a guide for future research on endophytes, their application, and their potential in the production of bioactive compounds.
Acknowledgment
The authors would like to thank the Vice Chancellor for Research and Technology of Ilam University, Ilam, Iran for partial financial support of the study.
Authors' Contribution
M. H. and F. P. proposed and designed the research
M. H., F. P. and M. N. collected samples
M. H., F. P. and M. N. analyzed and interpreted data
M. H., F. P. and M. N. drafted the manuscript
M. H. and F. P. performed statistical analyses
F. P. and M. N. proved final version of the manuscript
Conflict of Interest
The authors declare that they have no conflict of interest.
References
- Barka EA, Vatsa P, Sanchez L, Gaveau-Vaillant N, Jacquard C, Klenk H-P, et al. Taxonomy, physiology, and natural products of Actinobacteria. Microbiol Mol Biol Rev. 2016; 80(1):1-43.
- van Bergeijk DA, Terlouw BR, Medema MH, van Wezel GP. Ecology and genomics of Actinobacteria: new concepts for natural product discovery. Nat Rev Microbiol. 2020; 18(10):546-58.
- Bérdy J. Thoughts and facts about antibiotics: where we are now and where we are heading. J Antibiot. 2012; 65(8):385-95.
- Singh R, Dubey A. Endophytic actinomycetes as emerging source for therapeutic compounds. Indo-Glob Res J Pharm Sci. 2015; 5(2):106-16.
- Guo X, Liu N, Li X, Ding Y, Shang F, Gao Y, et al. Red soils harbor diverse culturable actinomycetes that are promising sources of novel secondary metabolites. J Appl Environ Microbiol. 2015; 81(9):3086-103.
- Silver LL. Challenges of Antibacterial Discovery. Clin Microbiol Rev. 2011; 24(1):71-109.
- Hardoim PR, van Overbeek LS, van Elsas JD. Properties of bacterial endophytes and their proposed role in plant growth. J Trends Microbiol. 2008; 16(10):463-71.
- Salam N, Khieu T-N, Liu M-J, Vu T-T, Chu-Ky S, Quach N-T, et al. Endophytic actinobacteria associated with Dracaena cochinchinensis Lour.: isolation, diversity, and their cytotoxic activities. BioMed Res Int. Int 2017; 2017:1-11.
- Singh R, Dubey AK. Isolation and characterization of a new endophytic actinobacterium Streptomyces californicus strain ADR1 as a promising source of anti-bacterial, anti-biofilm and antioxidant metabolites. Microorganisms. 2020; 8(6):1-18.
- Assad BM, Savi DC, Biscaia SM, Mayrhofer BF, Iantas J, Mews M, et al. Endophytic actinobacteria of Hymenachne amplexicaulis from the Brazilian Pantanal wetland produce compounds with antibacterial and antitumor activities. Microbiol Res. 2021; 248:1-15.
- Musa Z, Ma J, Egamberdieva D, Abdelshafy Mohamad OA, Abaydulla G, Liu Y, et al. Diversity and antimicrobial potential of cultivable endophytic actinobacteria associated with the medicinal plant Thymus roseus. Front Microbiol. 2020; 11:1-18.
- Gontang EA, Gaudêncio SP, Fenical W, Jensen PR. Sequence-based analysis of secondary-metabolite biosynthesis in marine actinobacteria. J Appl Environ Microbiol. 2010; 76(8):2487-99.
- Salwan R, Sharma V. Molecular and biotechnological aspects of secondary metabolites in actinobacteria. Microbiol Res. 2020; 231:1-18.
- Bardaweel SK, Tawaha KA, Hudaib MM. Antioxidant, antimicrobial and antiproliferative activities of Anthemis palestina essential oil. BMC Complement Altern Med. 2014; 14(1):1-8.
- Qin S, Xing K, Jiang J-H, Xu L-H, Li W-J. Biodiversity, bioactive natural products and biotechnological potential of plant-associated endophytic actinobacteria. Appl Microbiol Biotechnol. 2011; 89(3):457-73.
- Mohseni M, Norouzi H, Hamedi J, Roohi A. Screening of antibacterial producing actinomycetes from sediments of the Caspian Sea. Int J Mol Cell Med. 2013; 2(2):64-71.
- Tavarideh F, Pourahmad F, Nemati M. Diversity and antibacterial activity of endophytic bacteria associated with medicinal plant, Scrophularia striata. Vet Res Forum. 2022; 13(3):409-15.
- Stach JE, Maldonado LA, Ward AC, Goodfellow M, Bull AT. New primers for the class Actinobacteria: application to marine and terrestrial environments. Environ Microbiol. 2003; 5(10):828-41.
- Ayuso A, Clark D, González I, Salazar O, Anderson A, Genilloud O. A novel actinomycete strain de-replication approach based on the diversity of polyketide synthase and nonribosomal peptide synthetase biosynthetic pathways. Appl Microbiol Biotechnol. 2005; 67(6):795-806.
- Metsä-Ketelä M, Salo V, Halo L, Hautala A, Hakala J, Mäntsälä P, et al. An efficient approach for screening minimal PKS genes from Streptomyces. FEMS Microbiol Lett. 1999; 180(1):1-6.
- Wohlleben W, Mast Y, Stegmann E, Ziemert N. Antibiotic drug discovery. Microb Biotechnol. 2016; 9(5):541-8.
- Lee L-H, Zainal N, Azman A-S, Eng S-K, Goh B-H, Yin W-F, et al. Diversity and antimicrobial activities of actinobacteria isolated from tropical mangrove sediments in Malaysia. J Sci World J. 2014; 2014
- Wei W, Zhou Y, Chen F, Yan X, Lai Y, Wei C, et al. Isolation, diversity, and antimicrobial and immunomodulatory activities of endophytic Actinobacteria from tea cultivars Zijuan and Yunkang-10 (Camellia sinensis var. assamica). Front Microbiol. 2018; 9:1-11.
- Kampapongsa D, Kaewkla O. Biodiversity of endophytic actinobacteria from jasmine rice (Oryza sativa L. KDML 105) grown in Roi-Et Province, Thailand and their antimicrobial activity against rice pathogens. J Ann Microbiol. 2016; 66(2):587-95.
- Zhao K, Penttinen P, Guan T, Xiao J, Chen Q, Xu J, et al. The diversity and anti-microbial activity of endophytic actinomycetes isolated from medicinal plants in Panxi plateau, China. Curr Microbiol. 2011; 62(1):182-90.