Mini Review ARTICLE
Marine Rare Actinobacteria: Isolation, Characterization, and Strategies for Harnessing Bioactive Compounds
- 1Department of Life Science and Biochemical Engineering, Sun Moon University, Asan-si, South Korea
- 2Department of BT-Convergent Pharmaceutical Engineering, Sun Moon University Asan-si, South Korea
Actinobacteria are prolific producers of thousands of biologically active natural compounds with diverse activities. More than half of these bioactive compounds have been isolated from members belonging to actinobacteria. Recently, rare actinobacteria existing at different environmental settings such as high altitudes, volcanic areas, and marine environment have attracted attention. It has been speculated that physiological or biochemical pressures under such harsh environmental conditions can lead to the production of diversified natural compounds. Hence, marine environment has been focused for the discovery of novel natural products with biological potency. Many novel and promising bioactive compounds with versatile medicinal, industrial, or agricultural uses have been isolated and characterized. The natural compounds cannot be directly used as drug or other purposes, so they are structurally modified and diversified to ameliorate their biological or chemical properties. Versatile synthetic biological tools, metabolic engineering techniques, and chemical synthesis platform can be used to assist such structural modification. This review summarizes the latest studies on marine rare actinobacteria and their natural products with focus on recent approaches for structural and functional diversification of such microbial chemicals for attaining better applications.
Actinobacteria are Gram-positive bacteria with high GC contents in DNA. They have characteristics presence of intracellular proteasomes, and spores if present are exospores (Cavalier-Smith, 2002). The order Actinomycetales under phylum Actinobacteria includes major producer strains of diverse bioactive compounds. Actinomycetales includes 11 suborders viz. Actinomycineae, Actinopolysporineae, Catenulisporineae, Corynebacterineae, Glycomycineae, Jiangellineae, Micromonosporineae, Propionibacterineae, Pseudonocardineae, Streptomycineae, and Streptosporangineae (http://www.bacterio.net/-classifphyla.html). The genus Streptomyces under sub-order Streptomycineae have been characterized as most important producer of bioactive microbial metabolites (Berdy, 2005). Recently, previously underexplored genera are reported as important resources of diverse bioactive metabolites (Tiwari and Gupta, 2013). These so called rare-actinobacteria are commonly categorized as strains other than Streptomyces (Berdy, 2005) or actinobacteria strains with less frequency of isolation under normal parameters (Lazzarini et al., 2001; Baltz, 2006).
The un-explored and under-explored habitats including marine ecosystems are believed to be rich sources of such rare actinobacteria, with tremendous potential to produce interestingly new compounds (Hong et al., 2009). These marine actinobacteria with potential of producing bioactive compounds have attracted major attention to search for unique compounds with pharmaceutical and biotechnological applications (Bull and Stach, 2007; Subramani and Aalbersberg, 2013; Azman et al., 2015). Recently, there are reports on the discovery of rare actinobacteria from wide range of terrestrial and aquatic locations, including deep seas (Goodfellow et al., 2012). Reports on the analysis of geographical origins of the marine rare actinobacteria, with special focus on the isolation of specific compounds, and precise bioactivities are predominant indications of increasing global interest on the natural compounds from marine rare actinobacteria (Blunt et al., 2007).
Isolation and Characterization of Marine Rare Actinobacteria
Generally, for uncovering the marine rare actinobacteria, isolation efforts have been focused on rare locations as deep-sea sediments to obtain new marine diversities (Fenical and Jensen, 2006). The specialized sampling techniques using sophisticated equipment (Fenical and Jensen, 2006), remotely operated vehicles (Pathom-Aree et al., 2006) and even human (Bredholdt et al., 2007), have provided easy access to unprecedented microbial diversity. However, marine rare actinobacteria are usually difficult to culture compared to their terrestrial counterparts mostly due to their special growth requirements (Zotchev, 2012) or unknown culture conditions. It has been observed that hardly <2% of bacterial cells can form colonies by conventional plate cultivation. A large number of them belong to “viable but not culturable” (VBNC) strains (Bernard et al., 2000). Recently, strategies such as mimicking the natural environment in terms of pH, oxygen gradient, nutrient compositions, etc is employed. With these improvements, some previously VBNC species can now be grown with more efficiency (Kaeberlein et al., 2002; Zengler et al., 2002; Vartoukian et al., 2010; Stewart, 2012).
Moreover, the laborious microscopic techniques are being replaced with techniques utilizing recent advances in genomics, proteomics, and bioinformatics for identification and characterization of microbial diversity in robust manner (Rastogi and Sani, 2011). The genomic analysis by genetic fingerprinting (Nübel et al., 1999), DNA-DNA hybridization techniques (Pinhassi et al., 1997), and the construction of metagenomic library and sequencing (Kisand et al., 2012) have been employed for identifying and characterizing the diversity within marine samples. The development of next generation sequencing (NGS) (Webster et al., 2010) and nanopore sequencing (Deamer et al., 2016) has made the process robust and less time consuming. The analysis of RNA expression and regulation using metatranscriptomics (Ogura et al., 2011) or determination of protein profile by metaproteomics (Slattery et al., 2012) can be directly linked to available genome in the database. The coupled metagenomics and metatranscriptomic analysis was successfully used for determining the microbial communities in deep sea water of the North Pacific Ocean (Wu J. et al., 2013). Thus, the combination of both culture dependent (grow and isolate) and culture independent (analysis of nucleic acids and proteins) approaches have revolutionized the characterization and isolation of diverse marine organisms including rare actinobacteria (Hirayama et al., 2007; Zeng et al., 2012).
Discovery of Bioactive Compounds from Marine Rare Actinobacteria
Actinobacteria including Streptomyces contribute for approximately half of the characterized bioactive compounds up to date (Berdy, 2005). However, the chances of discovery of novel bioactive molecules from Streptomyces has significantly declined (Fenical et al., 1999), presumably due to easy chances of genetic exchange between species during evolution (Freel et al., 2011). Therefore, special attention is given to isolation, screening, and culturing of rare actinobacteria from rare environmental locations as marine sources. The list below summarizes some of the representative compounds isolated from diverse marine rare actinobacteria during last 10 years (Table 1A).
Table 1. Overview of achievements in study of bioactive molecules derived from marine rare actinobacteria.
Reinvigorating Natural Product Discovery from Marine Rare Actinobacteria
Though isolation and cultivation of marine rare actinobacteria is difficult, the development of novel and facile bacterial cultivation platforms such as hollow-fiber membrane chamber (HFMC) and iChip for in situ cultivation of previously unculturable microbial species have expanded the scope of natural product discovery (Aoi et al., 2009; Nichols et al., 2010). By utilizing rationally designed iChip platform, Ling et al. (2015) has successfully isolated previously uncultivable soil bacteria Eleftheria terrae and characterized its bioactive molecule (Ling et al., 2015).
It is assumed that strain divergence (phylogenetic or ecological) can have great impact on metabolism and biosynthetic pathway and result in novel chemistry and bioactivities, so research is focused on previously unexplored strains (Monciardini et al., 2014). However, it is unrealistic to assume that every unexplored strain can provide bioactive compounds (Donadio et al., 2010). Hence, systematic approaches need to be employed for utilizing the true potential of natural products from marine rare actinobacteria. Some of the key foundations can be categorized as:
1. Identification of target strains/molecules,
2. Systematic enrichment of production,
3. Explicit modification for functional/structural diversity.
1. Identification of target strains/molecules
The accessible diversity of useful microbial molecules have almost been exhausted by traditional approaches, hence it is speculated that unstudied marine rare actinobacteria can provide reservoir of new microbial molecules (Schorn et al., 2016). Recently, direct connection of genomic information to biomolecule can be attained in culture independent approach as introducing environment (eDNA) into a suitable expression host (metagenomic libraries) (Handelsman, 2004). But, compound rediscovery due to similar strain replications is a major limitation of this approach. To maximize the capacity to mine metagenomes for attaining biomolecules with novel activities, there is requisite for parallel developments in techniques for bioactivity screening, isolation and separation methods, and analytical chemistry (Trindade et al., 2015). Robust techniques for analytical characterization of compounds (Figure 1A) based on UV absorbance, high pressure liquid chromatography (HPLC), mass spectrometry, and nuclear magnetic resonance (NMR) analysis can be used to scrutinize the discovery of new compounds (Liu et al., 2012). The techniques utilizing coupling of biochemical analytical methods with genome information such as, in glycogenomics (Kersten et al., 2013), peptidogenomics (Medema et al., 2014), and metabolomics (Maansson et al., 2016) are recent advances facilitating easy access to diverse biomolecules. The results of such analytical analysis can be subsequently compared against databases repositories, such as MarinLit, ChemSpider, Pubchem, etc., to avoid already known compounds (Forner et al., 2013). Hence, robust analytical facilities and comparison with reference databases can assist on characterization of diverse chemical structures.
The prime focus in drug discovery is identification of new bioactive chemical or discovery of previously unreported biological activity with known chemical structure. High throughput screening (HTS) can provide easy means for evaluating desired bioactivities against an array natural products (Monciardini et al., 2014). The robust screening strategies ranging from the classic whole cell assays to more sophisticated antisense based assay have been reviewed elsewhere (Silver and Bostian, 1990; Singh et al., 2011; Farha and Brown, 2016). Recently, the integrative approach of metabolite profiling, bioactivity studies and taxonomic studies have been utilized for characterizing different marine actinobacteria and biological properties of metabolites produced by them (Betancur et al., 2017). Such integrative approaches can be fascinating tool for directly assessing bioactivities at preliminary stages of study.
The next focus in drug discovery is understanding the biogenesis of bioactive molecule in producer strains. The rapid development of genome sequencing methods has revolutionized such studies by unveiling information about the whole genome architecture (Figure 1B). The challenge now is mining the data and connect the predicted biosynthetic gene clusters (BGC) to bioactive molecules. A plethora of in silico tools are available for determining the nature of gene clusters (Weber and Kim, 2016). The classic genome mining approach (focusing on unique biosynthetic enzyme) has transitioned to the concept of comparative genome mining (complete BGC to next BGC comparison) and culture independent-metagenome mining (Ziemert et al., 2016). Due to its efficacy in studying BGCs, the genome mining concept has been expanded to different marine rare actinobacteria for getting insight on biosynthesis mechanisms of different secondary metabolites. The analysis of genome sequence of Micromonospora sp. RV43, Rubrobacter sp. RV113, and Nocardiopsis sp. RV163 isolated from Mediterranean sponges revealed presence of numerous gene clusters of different secondary metabolites (Horn et al., 2015). The 5.2 Mb genome of marine rare actinobacteria, Salinispora tropica CNB-440 (Udwary et al., 2007) was interpreted using bioinformatics revealing at least 19 novel secondary metabolite BCGs. Later, diverse compounds have been characterized from S. tropica, including anticancer agent salinosporamide A, lymphocyte kinase inhibitor lymphostin, DNA-cleaving agent calicheamicin, novel lysin-primed polyene macrolactam polyketide, and various siderophores (Kersten et al., 2013). Biosynthetic analysis of the draft genome of Saccharomonospora sp. CNQ490 has revealed 19 conspicuous BGC, indicating diverse secondary metabolic capacity (Yamanaka et al., 2014). Using precise bioinformatics tools, 75 genomes from closely related Salinospora species were compared and 124 distinct prominent BCGs were predicted which are far greater than known compound classes from these bacteria (Ziemert et al., 2014). Duncan et al. (2015) has simultaneously compared a large number of complex microbial extract in a large number of Salinispora species. This molecular networking was coupled with genome sequence data for comparative analysis of metabolite profile and BCG to develop pattern-based genome mining (PBGM) approach. Concurrently, a novel non-ribosomal peptide, retimycin A was isolated and characterized based on genome and metabolome analysis (Duncan et al., 2015). Therefore, genome mining approach has provided new avenues on discoursing novel natural products from marine rare actinobacteria.
2. Systematic enrichment of production
Generally, genome information is the starting point for pathway discovery. Various “omics” based tools have been employed for engineering pathways for secondary metabolite production in various actinobacteria (Chaudhary et al., 2013; Hwang et al., 2014). But the lack of full understanding of physiological transition stage for secondary metabolite production is a major consideration during manipulation of cellular processes using metabolic engineering (Licona-Cassani et al., 2015). Engineering primary metabolism for enhancing the pools of building blocks without compromising the growth is a major constraint in most metabolic engineering approaches (Olano et al., 2008). System biology protocols have been successfully used to study physiological parameters, leading to the discovery of the activation of NPs biosynthesis and manipulation of pathways (Licona-Cassani et al., 2015). Genome scale metabolic models are valuable for predicting organisms' phenotypes from genotypes basically by providing simulated mathematical prediction of cellular behavior under different genetic and physiological conditions (Henry et al., 2010; Ates et al., 2011). Community system biology approaches provide understanding about the complex relationship of individual members in a community and the modes of interactions they are engaged (Zengler and Palsson, 2012). The systematic application of systems biological approaches as metabolic network analysis coupled with pathway engineering or genetic engineering (Figure 2A) from a single strain to the larger community level can provide breakthrough in rational metabolic engineering approaches.
Synthetic biology is particularly focused on precise design and construction of new biological systems (metabolic pathways or genetic circuits) that are not prevalent in nature (Andrianantoandro et al., 2006). Previously, efforts in synthetic biology have been largely focused on creating and perfecting genetic devices. But the current focus is directed to customizable larger scale system engineering by assembling devices or modular organizations (Purnick and Weiss, 2009). Most often, biologically valuable natural products are produced in lower titer or are cryptic under normal laboratory conditions, whereas many rare actinobacteria are not amenable to genetic manipulation. Hence, in such cases transferring natural products biosynthesis into well-developed heterologous host is a logical approach for producing parent NPs or generating novel analogs through biosynthetic engineering (Wenzel and Müller, 2005). Direct cloning and refactoring of previously silent lipopeptide gene cluster of Saccharomonospora sp. CNQ490 have been achieved by heterologous expression in Streptomyces coelicolor to yield taromycin A by Transformation Assisted Recombination (TAR)-based genetic platform (Yamanaka et al., 2014). Besides, tuning of metabolic pathway by altering promoters (Siegl et al., 2013; Wang et al., 2013), terminators (Pulido and Jimenez, 1987), and RBS (Bai et al., 2015) and/or host manipulation by genome engineering (Siegl and Luzhetskyy, 2012; Tong et al., 2015) are providing new avenues for systemic level metabolic engineering of actinobacteria. Promoter exchange (Horbal et al., 2012) and the use of exogenous principal sigma factor (σHrdB) (Wang et al., 2014) have been utilized for increasing teicoplanin in an industrial strain of Actinoplanes teichomyceticus. Approach for constructing genetic circuit or holistic host engineering (Figure 2B) can be an effective approach for designing and synthesizing unnatural but effective molecules from marine rare actinobacteria.
3. Explicit modification for functional/structural diversity
Fundamentally, engineering or modulating the precursor pathways can lead to enhancement or diversification of natural products (Dhakal et al., 2016). Combinatorial biosynthesis exploits the shuffling of anabolic pathways by precursor directed biosynthesis, enzyme level modulations, and pathway level recombination, leading to novel natural products (Sun et al., 2015; Winn et al., 2016). The precursor-directed in-situ synthesis (PDSS) has been successfully employed for generating new congeners of saccharothriolides from Saccharothrix sp. A1506 (Lu et al., 2016). Such type of precursor modulations can be manifested chemically or biologically to generate structural diversity in compounds from marine rare actinobacteria. Mutasynthesis is another variant of modulation of anabolic pathway by generating mutant strain deficient in key aspects of biosynthetic pathway and substituting natural precursor with analog of precursor to produce new natural products (Kennedy, 2008). Mutasynthesis couples the power of chemical synthesis with molecular biology to create diverse derivatives of medicinally valuable natural products (Weissman, 2007). One such example is the production of fluorinated analog fluorosalinosporamide. It has better proteasome inhibition and cytotoxic activity than naturally produced salinosporamides isolated from various Salinispora species (Feling et al., 2003). The halogenase gene salL in Salinispora tropica has been inactivated and 5′-fluoro-5′-deoxyadenosine, a fluorinated analog of its natural precursor 5′-chloro-5′-deoxyadenosine, has been used to generate fluorosalinosporamide by chemistry mediated mutasynthesis (Eustáquio and Moore, 2008). In another approach, salL was replaced by fluorinase gene flA from Streptomyces catteleya. The mutant strain salL−flA+ produced fluorosalinosporamide in the presence of inorganic fluoride (Eustáquio et al., 2010). Moreover, combinatorial biosynthetic approach by feeding L-3-cyclohex-2′-enylalanine (CHA) residue in SalX disruption mutant of S. tropica enabled the generation of other unnatural salinosporamide derivatives such as salinosporamide X1 and salinosporamide X2, with lower activity (McGlinchey et al., 2008). But in another approach utilizing mutasynthetic approach with fine-tuned feeding of readily available amino acid precursors to SalX disruption mutant of S. tropica led to generation of many salinosporamide derivatives. Among them salinosporamide X7 exhibited equal to slightly improved cytotoxic potential than the natural counterpart (Nett et al., 2009). Hence, such approaches of precursor engineering, mutasynthesis, and combinatorial biosynthesis (Figure 3A, Table 1B) can be rationally utilized to diversify structure and perform structure-activity relationship studies of versatile molecules from various marine rare actinobacteria.
The advent of combinatorial synthetic chemistry has created huge excitement in the pharmaceutical industry by generating libraries of millions of compounds which could be screened by HTS (Butler, 2004). The total synthesis of complex natural products offers greater potential for direct access to bioactive molecule from marine sources. However, large scale production of complex natural product remains elusive due to low yields and high cost (Yeung and Paterson, 2005). Recent achievement as total synthesis of natural products in absence of protecting groups can lead to development of superior molecules with greater flexibility (Young and Baran, 2009). The generation of microbial chemicals by total enzymatic synthesis has been used as alternative to total chemical synthesis (Cheng et al., 2007). There have been ample of examples illustrating improvement in physical and biological properties of natural products (including many marine natural products) by chemical modifications, semisynthesis, mutasynthesis, and chemobiosynthesis (Hamann, 2003; Kennedy, 2008) mediated by biological and chemical techniques. Bioinspired total synthesis of salinosporamides and structurally related derivatives have provided access to novel functionalities of tremendously effective molecule (Nguyen et al., 2010; Chen et al., 2012). Suitable integration of synthetic chemistry (Figure 3B, Table 1B) with biological production system can be utilized for generating structurally and functionally diverse analogs/derivatives of target molecule. One of the successful example illustrating application of synthetic chemistry in marine natural products is rationalized for structural/functional diversification of salinosporamides (Baran et al., 2007; Potts and Lam, 2010). The synergy between genome sequencing, mass spectroscopy based analysis and bio-inspired synthesis have been utilized for studying biosynthetic mechanism and structural diversification of nocardioazine B from Nocardiopsis sp. CMB-M0232 (Alqahtani et al., 2015). Hence, it is no doubt that rational integration of biological processes and chemical techniques (Dhakal and Sohng, 2015, 2017) can provide new foundations for drug discoveries from marine rare actinobacteria.
Figure 1. Different approaches for enhancing natural product discovery from marine rare actinobacteria.
As evident from examples above, the innovative methods for procurement of bioactive molecules from potent strains, efficient production and/or modifications by biological and chemical methods can assist in harnessing the full potential of biomolecules derived from marine rare actinobacteria. Further, tuning of structural and functional properties based on structure activity relationship studies can lead to development of superior analogs. But the prime focus should be on application of cutting edge translational research, such as transferring the achievements of discovery or synthesis of such biomolecule to the industrial bench-tops and clinics. The successful collaboration between biologists/chemists in academics and/or pharmaceutical companies can open new avenues for development of highly effective drugs. Salinosporamide A (Marizomib) has been a significant representation of compound derived from marine rare actinobacteria leading to phase trials. It is no doubt that exploration of new candidate strains with sophisticated techniques will certainly unravel tremendous opportunities to identify novel natural products and improve their applicability by structural/functional diversifications.
DD, ARP, BS, and JS made substantial, direct, and intellectual contribution to the work, and approved it for publication with full consent.
Conflict of Interest Statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MEST) (NRF-2017R1A2A2A05000939).
Abdel-Mageed, W. M., Milne, B. F., Wagner, M., Schumacher, M., Sandor, P., Pathom-aree, W., et al. (2010). Dermacozines, a new phenazine family from deep-sea dermacocci isolated from a Mariana Trench sediment. Org. Biomol. Chem. 8, 2352–2362. doi: 10.1039/c001445a
Alqahtani, N., Porwal, S. K., James, E. D., Bis, D. M., Karty, J. A., Lane, A. L., et al. (2015). Synergism between genome sequencing, tandem mass spectrometry and bio-inspired synthesis reveals insights into nocardioazine B biogenesis. Org. Biomol. Chem. 13, 7177–7192. doi: 10.1039/C5OB00537J
Aoi, Y., Kinoshita, T., Hata, T., Ohta, H., Obokata, H., and Tsuneda, S. (2009). Hollow-fiber membrane chamber as a device for in situ environmental cultivation. Appl. Environ. Microbiol. 75, 3826–3833. doi: 10.1128/AEM.02542-08
Asolkar, R. N., Kirkland, T. N., Jensen, P. R., and Fenical, W. (2010). Arenimycin, an antibiotic effective against rifampin-and methicillin-resistant Staphylococcus aureus from the marine actinomycete Salinispora arenicola. J. Antibiot. 63, 37–39. doi: 10.1038/ja.2009.114
Ates, Ö., Oner, E. T., and Arga, K. Y. (2011). Genome-scale reconstruction of metabolic network for a halophilic extremophile, Chromohalobacter salexigens DSM 3043. BMC Syst. Biol. 5:12. doi: 10.1186/1752-0509-5-12
Azman, A. S., Othman, I., Velu, S. S., Chan, K. G., and Lee, L. H. (2015). Mangrove rare actinobacteria: taxonomy, natural compound, and discovery of bioactivity. Front. Microbiol. 6:856. doi: 10.3389/fmicb.2015.00856
Bai, C., Zhang, Y., Zhao, X., Hu, Y., Xiang, S., Miao, J., et al. (2015). Exploiting a precise design of universal synthetic modular regulatory elements to unlock the microbial natural products in Streptomyces. Proc. Natl. Acad. Sci. U.S.A.112, 2181–12186. doi: 10.1073/pnas.1511027112
Baltz, R. H. (2006). Marcel Faber Roundtable: is our antibiotic pipeline unproductive because of starvation, constipation or lack of inspiration? J. Ind. Microbiol. Biotechnol. 33, 507–513. doi: 10.1007/s10295-005-0077-9
Bernard, L., Schäfer, H., Joux, F., Courties, C., Muyzer, G., and Lebaron, P. (2000). Genetic diversity of total, active and culturable marine bacteria in coastal seawater. AME 23, 1–11. doi: 10.3354/ame023001
Betancur, L. A., Naranjo-Gaybor, S. J., Vinchira-Villarraga, D. M., Moreno-Sarmiento, N. C., Maldonado, L. A., Suarez-Moreno, Z. R., et al. (2017). Marine Actinobacteria as a source of compounds for phytopathogen control: an integrative metabolic-profiling/bioactivity and taxonomical approach. PLoS ONE 12:e0170148. doi: 10.1371/journal.pone.0170148
Bister, B., Bischoff, D., Ströbele, M., Riedlinger, J., Reicke, A., Wolter, F., et al. (2004). Abyssomicin C-A polycyclic antibiotic from a marine Verrucosispora Strain as an inhibitor of the p-aminobenzoic acid/tetrahydrofolate biosynthesis pathway. Angew. Chem. Int. Ed. Engl. 43, 2574–2576. doi: 10.1002/anie.200353160
Bonet, B., Teufel, R., Cruüsemann, M., Ziemert, N., and Moore, B. S. (2014). Direct capture and heterologous expression of Salinispora natural product genes for the biosynthesis of enterocin. J. Nat. Prod. 78, 539–542. doi: 10.1021/np500664q
Bredholdt, H., Galatenko, O. A., Engelhardt, K., Fjærvik, E., Terekhova, L. P., and Zotchev, S. B. (2007). Rare actinomycete bacteria from the shallow water sediments of the Trondheim fjord, Norway: isolation, diversity and biological activity. Environ. Microbiol. 9, 2756–2764. doi: 10.1111/j.1462-2920.2007.01387.x
Carlson, S., Marler, L., Nam, S. J., Santarsiero, B. D., Pezzuto, J. M., and Murphy, B. T. (2013). Potential chemopreventive activity of a new macrolide antibiotic from a marine-derived Micromonospora sp. Mar. Drugs. 11, 1152–1161. doi: 10.3390/md11041152
Cavalier-Smith, T. (2002). The neomuran origin of archaebacteria, the negibacterial root of the universal tree and bacterial megaclassification. Int. J. Syst. Evol. Microbiol. 52, 7–76. doi: 10.1099/00207713-52-1-7
Chaudhary, A. K., Dhakal, D., and Sohng, J. K. (2013). An insight into the “-omics” based engineering of streptomycetes for secondary metabolite overproduction. Biomed. Res. Int. 2013:968518. doi: 10.1155/2013/968518
Chen, Z. H., Wang, B. L., Kale, A. J., Moore, B. S., Wang, R. W., and Qing, F. L. (2012). Coupling of sterically hindered aldehyde with fluorinated synthons: stereoselective synthesis of fluorinated analogues of salinosporamide A. J. Fluor. Chem. 136, 12–19. doi: 10.1016/j.jfluchem.2012.01.003
Cho, J. Y., Williams, P. G., Kwon, H. C., Jensen, P. R., and Fenical, W. (2007). Lucentamycins, A. D., cytotoxic peptides from the marine-derived actinomycete Nocardiopsis lucentensis. J. Nat. Prod. 70, 321–1328. doi: 10.1021/np070101b
Dhakal, D., Chaudhary, A. K., Yi, J. S., Pokhrel, A. R., Shrestha, B., Parajuli, P., et al. (2016). Enhanced production of nargenicin A1 and creation of a novel derivative using a synthetic biology platform. Appl. Microbiol. Biotechnol. 100, 9917–9931. doi: 10.1007/s00253-016-7705-3
Donadio, S., Maffioli, S., Monciardini, P., Sosio, M., and Jabes, D. (2010). Antibiotic discovery in the twenty-first century: current trends and future perspectives. J. Antibiot. 63, 423–430. doi: 10.1038/ja.2010.62
Duncan, K. R., Crüsemann, M., Lechner, A., Sarkar, A., Li, J., Ziemert, N., et al. (2015). Molecular networking and pattern-based genome mining improves discovery of biosynthetic gene clusters and their products from Salinispora species. Chem. Biol. 22, 460–471. doi: 10.1016/j.chembiol.2015.03.010
Ellis, G. A., Wyche, T. P., Fry, C. G., Braun, D. R., and Bugni, T. S. (2014). Solwaric acids A and B, antibacterial aromatic acids from a marine Solwaraspora sp. Mar. Drugs 12, 1013–1022. doi: 10.3390/md12021013
Eustáquio, A. S., and Moore, B. S. (2008). Mutasynthesis of fluorosalinosporamide, a potent and reversible inhibitor of the proteasome. Angew. Chem. Int. Ed. Engl. 47, 3936–3938. doi: 10.1002/anie.200800177
Eustáquio, A. S., Nam, S. J., Penn, K., Lechner, A., Wilson, M. C., Fenical, W., et al. (2011). The discovery of salinosporamide K from the marine bacterium “Salinispora pacifica” by genome mining gives insight into pathway evolution. Chembiochem 12, 61–64. doi: 10.1002/cbic.201000564
Eustáquio, A. S., O'Hagan, D., and Moore, B. S. (2010). Engineering fluorometabolite production: fluorinase expression in Salinispora tropica yields fluorosalinosporamide. J. Nat. Prod. 73, 378–382. doi: 10.1021/np900719u
Fei, P., Chuan-xi, W., Yang, X., Hong-lei, J., Lu-jie, C., Uribe, P., et al. (2013). A new 20-membered macrolide produced by a marine-derived Micromonospora strain. Nat. Prod. Res. 27, 1366–1371. doi: 10.1080/14786419.2012.740038
Feling, R. H., Buchanan, G. O., Mincer, T. J., Kauffman, C. A., Jensen, P. R., and Fenical, W. (2003). Salinosporamide A: a highly cytotoxic proteasome inhibitor from a novel microbial source, a marine bacterium of the new genus Salinospora. Angew. Chem. Int. Ed. Engl. 42, 355–357. doi: 10.1002/anie.200390115
Fenical, W., Baden, D., Burg, M., de-Goyet, C. V., Grimes, J. D., Katz, M., et al. (1999). “Marine derived pharmaceuticals and related bioactive compounds,” in From Monsoons to Microbes: Understanding the Ocean's Role in Human Health, ed W. Fenical (Washington, DC: National Academies Press), 71–86.
Forner, D., Berrué, F., Correa, H., Duncan, K., and Kerr, R. G. (2013). Chemical dereplication of marine actinomycetes by liquid chromatography–high resolution mass spectrometry profiling and statistical analysis. Anal. Chim. Acta 805, 70–79. doi: 10.1016/j.aca.2013.10.029
Freel, K. C., Nam, S. J., Fenical, W., and Jensen, P. R. (2011). Evolution of secondary metabolite gene evolution in three closely related marine actinomycete species. Appl. Environ. Microbiol. 20, 7261–7270. doi: 10.1128/AEM.05943-11
Fu, P., Kong, F., Li, X., Wang, Y., and Zhu, W. (2014). Cyanogramide with a new spiro [indolinone-pyrroloimidazole] skeleton from Actinoalloteichus cyanogriseus. Org. Lett. 16, 3708–3711. doi: 10.1021/ol501523d
Fu, P., Wang, S., Hong, K., Li, X., Liu, P., Wang, Y., et al. (2011). Cytotoxic bipyridines from the marine-derived actinomycete Actinoalloteichus cyanogriseus WH1-2216-6. J. Nat. Prod. 74, 1751–1756. doi: 10.1021/np200258h
Fukuda, T., Takahashi, M., Nagai, K., Harunari, E., Imada, C., and Tomoda, H. (2016). Isomethoxyneihumicin, a new cytotoxic agent produced by marine Nocardiopsis alba KM6-1. J. Antibiot. 70, 590–594. doi: 10.1038/ja.2016.152
Gan, M., Liu, B., Tan, Y., Wang, Q., Zhou, H., He, H., et al. (2015). Saccharothrixones A–D, tetracenomycin-type polyketides from the marine-derived actinomycete Saccharothrix sp. 10-10. J. Nat. Prod. 78, 2260–2265. doi: 10.1021/acs.jnatprod.5b00577
Gärtner, A., Ohlendorf, B., Schulz, D., Zinecker, H., Wiese, J., and Imhoff, J. F. (2011). Levantilides, A., and B, 20-membered macrolides from a Micromonospora strain isolated from the mediterranean deep sea sediment. Mar. Drugs 9, 98–108. doi: 10.3390/md9010098
Goodfellow, M., Stach, J. E., Brown, R., Bonda, A. N. V., Jones, A. L., Mexson, J., et al. (2012). Verrucosispora maris sp. nov., a novel deep-sea actinomycete isolated from a marine sediment which produces abyssomicins. Antonie Van Leeuwenhoek 101, 185–193. doi: 10.1007/s10482-011-9651-5
Henry, C. S., DeJongh, M., Best, A. A., Frybarger, P. M., Linsay, B., and Stevens, R. L. (2010). High-throughput generation, optimization and analysis of genome-scale metabolic models. Nat. Biotechnol. 28, 977–982. doi: 10.1038/nbt.1672
Hirayama, H., Sunamura, M., Takai, K., Nunoura, T., Noguchi, T., Oida, H., et al. (2007). Culture-dependent and -independent characterization of microbial communities associated with a shallow submarine hydrothermal system occurring within a coral reef off Taketomi Island, Japan. Appl. Environ. Microbiol. 73, 7642–7656. doi: 10.1128/AEM.01258-07
Hong, K., Gao, A. H., Xie, Q. Y., Gao, H. G., Zhuang, L., Lin, H. P., et al. (2009). Actinomycetes for marine drug discovery isolated from mangrove soils and plants in China. Mar. Drugs 7, 24–44. doi: 10.3390/md7010024
Horbal, L., Zaburannyy, N., Ostash, B., Shulga, S., and Fedorenko, V. (2012). Manipulating the regulatory genes for teicoplanin production in Actinoplanes teichomyceticus. World J. Microbiol. Biotechnol. 28, 2095–2100. doi: 10.1007/s11274-012-1013-6
Horn, H., Hentschel, U., and Abdelmohsen, U. R. (2015). Mining genomes of three marine sponge-associated actinobacterial isolates for secondary metabolism. Genome Announc. 3, e01106–e01115. doi: 10.1128/genomeA.01106-15
Huang, H., Yao, Y., He, Z., Yang, T., Ma, J., Tian, X., et al. (2011). Antimalarial β-carboline and indolactam alkaloids from Marinactinospora thermotolerans, a deep sea isolate. J. Nat. Prod. 74, 2122–2127. doi: 10.1021/np200399t
Hwang, K. S., Kim, H. U., Charusanti, P., Palsson, B. Ø., and Lee, S. Y. (2014). Systems biology and biotechnology of Streptomyces species for the production of secondary metabolites. Biotechnol. Adv. 32, 255–268. doi: 10.1016/j.biotechadv.2013.10.008
Kalinovskaya, N. I., Kalinovsky, A. I., Romanenko, L. A., Dmitrenok, P. S., and Kuznetsova, T. A. (2010). New angucyclines and antimicrobial diketopiperazines from the marine mollusk-derived actinomycete Saccharothrix espanaensis An 113. Nat. Prod. Commun. 5, 597–602.
Kennedy, J. (2008). Mutasynthesis, chemobiosynthesis, and back to semi-synthesis: combining synthetic chemistry and biosynthetic engineering for diversifying natural products. Nat. Prod. Rep. 25, 25–34. doi: 10.1039/B707678A
Kersten, R. D., Ziemert, N., Gonzalez, D. J., Duggan, B. M., Nizet, V., Dorrestein, P. C., et al. (2013). Glycogenomics as a mass spectrometry-guided genome-mining method for microbial glycosylated molecules. Proc. Natl. Acad. Sci. U.S.A. 110, E4407–E4416. doi: 10.1073/pnas.1315492110
Kim, M. C., Kwon, O. W., Park, J. S., Kim, S. Y., and Kwon, H. C. (2013). Nocapyrones H–J, 3, 6-disubstituted α-pyrones from the marine actinomycete Nocardiopsis sp. KMF-001. Chem. Pharm. Bull. 61, 511–515. doi: 10.1248/cpb.c12-00956
Kim, T. K., Hewavitharana, A. K., Shaw, P. N., and Fuerst, J. A. (2006). Discovery of a new source of rifamycin antibiotics in marine sponge actinobacteria by phylogenetic prediction. Appl. Environ. Microbiol. 72, 2118–2125. doi: 10.1128/AEM.72.3.2118-2125.2006
Kisand, V., Valente, A., Lahm, A., Tanet, G., and Lettieri, T. (2012). Phylogenetic and functional metagenomic profiling for assessing microbial biodiversity in environmental monitoring. PLoS ONE 7:e43630. doi: 10.1371/journal.pone.0043630
Kwon, H. C., Kauffman, C. A., Jensen, P. R., and Fenical, W. (2006). Marinomycins, A–D., antitumor-antibiotics of a new structure class from a marine actinomycete of the recently discovered genus “Marinispora”. J. Am. Chem. Soc. 128, 1622–1632. doi: 10.1021/ja0558948
Lam, K. S., Tsueng, G., McArthur, K. A., Mitchell, S. S., Potts, B. C., and Xu, J. (2007). Effects of halogens on the production of salinosporamides by the obligate marine actinomycete Salinispora tropica. J. Antibiot. 60, 13–19. doi: 10.1038/ja.2007.2
Lechner, A., Eustáquio, A. S., Gulder, T. A., Hafner, M., and Moore, B. S. (2011). Selective overproduction of the proteasome inhibitor salinosporamide A via precursor pathway regulation. Chem. Biol. 18, 1527–1536. doi: 10.1016/j.chembiol.2011.10.014
Leutou, A. S., Yang, I., Kang, H., Seo, E. K., Nam, S. J., and Fenical, W. (2015). Nocarimidazoles, A., and B from a marine-derived actinomycete of the genus Nocardiopsis. J. Nat. Prod. 78, 2846–2849. doi: 10.1021/acs.jnatprod.5b00746
Li, S., Tian, X., Niu, S., Zhang, W., Chen, Y., Zhang, H., et al. (2011). Pseudonocardians A–C, new diazaanthraquinone derivatives from a deap-sea actinomycete Pseudonocardia sp. SCSIO 01299. Mar Drugs 9, 1428–1439. doi: 10.3390/md9081428
Licona-Cassani, C., Cruz-Morales, P., Manteca, A., Barona-Gomez, F., Nielsen, L. K., and Marcellin, E. (2015). Systems biology approaches to understand natural products biosynthesis. Front. Bioeng. Biotechnol. 3:199 doi: 10.3389/fbioe.2015.00199
Ling, L. L., Schneider, T., Peoples, A. J., Spoering, A. L., Engels, I., Conlon, B. P., et al. (2015). A new antibiotic kills pathogens without detectable resistance. Nature 517, 455–459. doi: 10.1038/nature14098
Liu, X., Bolla, K., Ashforth, E. J., Zhuo, Y., Gao, H., Huang, P., et al. (2012). Systematics-guided bioprospecting for bioactive microbial natural products. Antonie Van Leeuwenhoek 101, 55–66. doi: 10.1007/s10482-011-9671-1
Liu, Y., Hazzard, C., Eustáquio, A. S., Reynolds, K. A., and Moore, B. S. (2009). Biosynthesis of salinosporamides from α, β-unsaturated fatty acids: implications for extending polyketide synthase diversity. J. Am. Chem. Soc. 131, 10376–10377. doi: 10.1021/ja9042824
Logan, A. W., Sprague, S. J., Foster, R. W., Marx, L. B., Garzya, V., Hallside, M. S., et al. (2014). Diastereoselective synthesis of fused lactone-pyrrolidinones; application to a formal synthesis of (−)-Salinosporamide, A. Org. Lett. 16, 4078–4081. doi: 10.1021/ol501662t
Lombó, F., Velasco, A., Castro, A., De la Calle, F., and Braña, A. F., Sánchez-Puelles, J. M., et al. (2006). Deciphering the biosynthesis pathway of the antitumor thiocoraline from a marine actinomycete and its expression in two Streptomyces species. Chembiochem 7, 366–376. doi: 10.1002/cbic.200500325
Lu, S., Nishimura, S., Ito, M., Kato, T., and Kakeya, H. (2016). Precursor-directed in situ synthesis of Saccharothriolides, G., and H by the Actinomycete Saccharothrix sp. A1506. J. Antibiot. 70, 718–720. doi: 10.1038/ja.2016.153
Maansson, M., Vynne, N. G., Klitgaard, A., Nybo, J. L., Melchiorsen, J., Nguyen, D. D., et al. (2016). An integrated metabolomic and genomic mining workflow to uncover the biosynthetic potential of bacteria. Msystems 1, e00028–e00015. doi: 10.1128/mSystems.00028-15
Macherla, V. R., Mitchell, S. S., Manam, R. R., Reed, K. A., Chao, T. H., Nicholson, B., et al. (2005). Structure activity relationship studies of salinosporamide A (NPI-0052), a novel marine derived proteasome inhibitor. J. Med. Chem. 48, 3684–3687. doi: 10.1021/jm048995+
Maloney, K. N., MacMillan, J. B., Kauffman, C. A., Jensen, P. R., DiPasquale, A. G., Rheingold, A. L., et al. (2009). Lodopyridone, a structurally unprecedented alkaloid from a marine actinomycete. Org. Lett. 11, 5422–5424. doi: 10.1021/ol901997k
Manam, R. R., McArthur, K. A., Chao, T. H., Weiss, J., Ali, J. A., Palombella, V. J., et al. (2008). Leaving groups prolong the duration of 20S proteasome inhibition and enhance the potency of salinosporamides. J. Med. Chem. 51, 6711–6724. doi: 10.1021/jm800548b
McArthur, K. A., Mitchell, S. S., Tsueng, G., Rheingold, A., White, D. J., Grodberg, J., et al. (2008). Lynamicins A−E, chlorinated bisindole pyrrole antibiotics from a novel marine Actinomycete. J. Nat. Prod. 71, 1732–1737. doi: 10.1021/np800286d
McGlinchey, R. P., Nett, M., Eustáquio, A. S., Asolkar, R. N., Fenical, W., and Moore, B. S. (2008). Engineered biosynthesis of antiprotealide and other unnatural salinosporamide proteasome inhibitors. J. Am. Chem. Soc. 130:7822. doi: 10.1021/ja8029398
Medema, M., Paalvast, Y., Nguyen, D., Melnik, A., Dorrestein, P., Takano, E., et al. (2014). Pep2Path: automated mass spectrometry-guided genome mining of peptidic natural products. PLoS Comput. Biol. 10:e1003822. doi: 10.1371/journal.pcbi.1003822
Monciardini, P., Iorio, M., Maffioli, S., Sosio, M., and Donadio, S. (2014). Discovering new bioactive molecules from microbial sources. Microbiol. Biotechnol. 7, 209–220. doi: 10.1111/1751-7915.12123
Mullowney, M. W., Ó hAinmhire, E., Tanouye, U., Burdette, J. E., Pham, V. C., and Murphy, B. T. (2015). A pimarane diterpene and cytotoxic angucyclines from a marine-derived Micromonospora sp. in Vietnam's East Sea. Mar. Drugs. 13, 5815–5827. doi: 10.3390/md13095815
Murphy, B. T., Narender, T., Kauffman, C. A., Woolery, M., Jensen, P. R., and Fenical, W. (2010). Saliniquinones A–F, new members of the highly cytotoxic anthraquinone-γ-pyrones from the marine actinomycete Salinispora arenicola. Aust. J. Chem. 63, 929–934. doi: 10.1071/CH10068
Nam, S. J., Gaudêncio, S. P., Kauffman, C. A., Jensen, P. R., Kondratyuk, T. P., Marler, L. E., et al. (2010). Fijiolides, A., and B, inhibitors of TNF-α-induced NFκB activation, from a marine-derived sediment bacterium of the genus Nocardiopsis. J. Nat. Prod. 73, 1080–1086. doi: 10.1021/np100087c
Nett, M., Gulder, T. A., Kale, A. J., Hughes, C. C., and Moore, B. S. (2009). Function-oriented biosynthesis of β-lactone proteasome inhibitors in Salinispora tropica. J. Med. Chem. 52:6163. doi: 10.1021/jm901098m
Nguyen, H., Ma, G., Gladysheva, T., Fremgen, T., and Romo, D. (2010). Bioinspired total synthesis and human proteasome inhibitory activity of (−)-salinosporamide A, (−)-homosalinosporamide A, and derivatives obtained via organonucleophile promoted bis-cyclizations. J. Org. Chem. 76, 2–12. doi: 10.1021/jo101638r
Nichols, D., Cahoon, N., Trakhtenberg, E. M., Pham, L., Mehta, A., Belanger, A., et al. (2010). Use of ichip for high-throughput in situ cultivation of “uncultivable” microbial species. Appl. Environ. Microbiol. 76, 2445–2450. doi: 10.1128/AEM.01754-09
Nübel, U., Garcia-Pichel, F., Kühl, M., and Muyzer, G. (1999). Quantifying microbial diversity: morphotypes, 16S rRNA genes, and carotenoids of oxygenic phototrophs in microbial mats. Appl. Environ. Microbiol. 65, 422–430.
Ogura, A., Lin, M., Shigenobu, Y., Fujiwara, A., Ikeo, K., and Nagai, S. (2011). Effective gene collection from the metatranscriptome of marine microorganisms. BMC Genomics 12:S15. doi: 10.1186/1471-2164-12-S3-S15
Olano, C., Lombo, F., Mendez, C., and Salas, J. A. (2008). Improving production of bioactive secondary metabolites in actinomycetes by metabolic engineering. Metab. Eng. 10, 281–292. doi: 10.1016/j.ymben.2008.07.001
Pathom-Aree, W., Nogi, Y., Sutcliffe, I. C., Ward, A. C., Horikoshi, K., Bull, A. T., et al. (2006). Dermacoccus abyssi sp. nov., a piezotolerant actinomycete isolated from the Mariana Trench. Int. J. Syst. Evol. Microbiol. 56, 1233–1237. doi: 10.1099/ijs.0.64133-0
Potts, B. C., and Lam, K. S. (2010). Generating a generation of proteasome inhibitors: from microbial fermentation to total synthesis of salinosporamide a (marizomib) and other salinosporamides. Mar. Drugs 8, 835–880. doi: 10.3390/md8040835
Rastogi, G., and Sani, R. (2011). “Molecular techniques to assess microbial community structure, function, and dynamics in the environment,” in Microbes and Microbial Technology, eds I. Ahmad, F. Ahmad, and J. Pichtel (New York, NY: Springer), 29–57.
Richter, T. K., Hughes, C. C., and Moore, B. S. (2015). Sioxanthin, a novel glycosylated carotenoid, reveals an unusual subclustered biosynthetic pathway. Environ. Microbiol. 17, 2158–2171. doi: 10.1111/1462-2920.12669
Riedlinger, J., Reicke, A., Zähner, H., Krismer, B., Bull, A. T., Maldonado, L. A., et al. (2004). Abyssomicins, inhibitors of the para-aminobenzoic acid pathway produced by the marine Verrucosispora strain AB-18-032. J. Antibiot. 57, 271–279. doi: 10.7164/antibiotics.57.271
Schneemann, I., Ohlendorf, B., Zinecker, H., Nagel, K., Wiese, J., and Imhoff, J. F. (2010). Nocapyrones A–D, γ-pyrones from a Nocardiopsis strain isolated from the marine sponge Halichondria panicea. J. Nat. Prod. 73, 1444–1447. doi: 10.1021/np100312f
Schorn, M. A., Alanjary, M. M., Aguinaldo, K., Korobeynikov, A., Podell, S., Patin, N., et al. (2016). Sequencing rare marine actinomycete genomes reveals high density of unique natural product biosynthetic gene clusters. Microbiology 162, 2075–2086. doi: 10.1099/mic.0.000386
Schultz, A. W., Oh, D. C., Carney, J. R., Williamson, R. T., Udwary, D. W., Jensen, P. R., et al. (2008). Biosynthesis and structures of cyclomarins and cyclomarazines, prenylated cyclic peptides of marine actinobacterial origin. J. Am. Chem. Soc. 130, 4507–4516. doi: 10.1021/ja711188x
Schulze, C. J., Donia, M. S., Siqueira-Neto, J. L., Ray, D., Raskatov, J. A., Green, R. E., et al. (2015a). Genome-directed lead discovery: biosynthesis, structure elucidation, and biological evaluation of two families of polyene macrolactams against Trypanosoma brucei. ACS Chem. Biol. 10, 2373–2381. doi: 10.1021/acschembio.5b00308
Schulze, C. J., Navarro, G., Ebert, D., DeRisi, J., and Linington, R. G. (2015b). Salinipostins A–K, long-chain bicyclic phosphotriesters as a potent and selective antimalarial chemotype. J. Org. Chem. 80, 1312–1320. doi: 10.1021/jo5024409
Siegl, T., Tokovenko, B., Myronovskyi, M., and Luzhetskyy, A. (2013). Design, construction and characterisation of a synthetic promoter library for fine-tuned gene expression in actinomycetes. Metab. Eng. 19, 98–106. doi: 10.1016/j.ymben.2013.07.006
Simmons, L., Kaufmann, K., Garcia, R., Schwär, G., Huch, V., and Müller, R. (2011). Bendigoles D–F, bioactive sterols from the marine sponge-derived Actinomadura sp. SBMs009. Bioorg. Med. Chem. 19, 6570–6575. doi: 10.1016/j.bmc.2011.05.044
Slattery, M., Ankisetty, S., Corrales, J., Marsh-Hunkin, K. E., Gochfeld, D. J., Willett, K. L., et al. (2012). Marine proteomics: a critical assessment of an emerging technology. J. Nat. Prod. 75, 1833–1877. doi: 10.1021/np300366a
Sousa, T. D. S., Jimenez, P. C., Ferreira, E. G., Silveira, E. R., Braz-Filho, R., Pessoa, O. D., et al. (2012). Anthracyclinones from Micromonospora sp. J. Nat. Prod. 75, 489–493. doi: 10.1021/np200795p
Subramani, R., and Aalbersberg, W. (2013). Culturable rare Actinomycetes: diversity, isolation and marine natural product discovery. Appl. Microbiol. Biotechnol. 97, 9291–9321. doi: 10.1007/s00253-013-5229-7
Takagi, M., Motohashi, K., Khan, S. T., Hashimoto, J., and Shin-ya, K. (2010). JBIR-65, a new diterpene, isolated from a sponge-derived Actinomadura sp. SpB081030SC-15. J. Antibiot. 63, 401–403. doi: 10.1038/ja.2010.61
Tang, X., Li, J., Millán-Aguinaaga, N., Zhang, J. J., O'Neill, E. C., Ugalde, J. A., et al. (2015). Identification of thiotetronic acid antibiotic biosynthetic pathways by target-directed genome mining. ACS Chem. Biol. 10, 2841–2849. doi: 10.1021/acschembio.5b00658
Trindade, M., van Zyl, L. J., Navarro-Fernández, J., and Abd Elrazak, A. (2015). Targeted metagenomics as a tool to tap into marine natural product diversity for the discovery and production of drug candidates. Front. Microbiol. 6:890. doi: 10.3389/fmicb.2015.00890
Udwary, D. W., Zeigler, L., Asolkar, R. N., Singan, V., Lapidus, A., Fenical, W., et al. (2007). Genome sequencing reveals complex secondary metabolome in the marine actinomycete Salinispora tropica. Proc. Natl. Acad. Sci. U.S.A. 104, 10376–10381. doi: 10.1073/pnas.0700962104
Wang, H., Yang, L., Wu, K., and Li, G. (2014). Rational selection and engineering of exogenous principal sigma factor (σ HrdB) to increase teicoplanin production in an industrial strain of Actinoplanes teichomyceticus. Microb. Cell Fact. 13:10. doi: 10.1186/1475-2859-13-10
Weber, T., and Kim, H. U. (2016). The secondary metabolite bioinformatics portal: Computational tools to facilitate synthetic biology of secondary metabolite production. Synth. Syst. Biotechnol. 1, 69–79. doi: 10.1016/j.synbio.2015.12.002
Webster, N. S., Taylor, M. W., Behnam, F., Lücker, S., Rattei, T., Whalan, S., et al. (2010). Deep sequencing reveals exceptional diversity and modes of transmission for bacterial sponge symbionts. Environ. Microbiol. 12, 2070–2082. doi: 10.1111/j.1462-2920.2009.02065.x
Wenzel, S. C., and Müller, R. (2005). Recent developments towards the heterologous expression of complex bacterial natural product biosynthetic pathways. Curr. Opin. Biotechnol. 16, 594–606. doi: 10.1016/j.copbio.2005.10.001
Williams, P. G., Asolkar, R. N., Kondratyuk, T., Pezzuto, J. M., Jensen, P. R., and Fenical, W. (2007a). Saliniketals, A., and B, bicyclic polyketides from the marine actinomycete Salinispora arenicola. J. Nat. Prod. 70, 83–88. doi: 10.1021/np0604580
Williams, P. G., Buchanan, G. O., Feling, R. H., Kauffman, C. A., Jensen, P. R., and Fenical, W. (2005). New cytotoxic Salinosporamides from the marine actinomycete Salinispora tropica. J. Org. Chem. 70, 6196–6203. doi: 10.1021/jo050511+
Williams, P. G., Miller, E. D., Asolkar, R. N., Jensen, P. R., and Fenical, W. (2007b). Arenicolides, A. C., 26-membered ring macrolides from the marine actinomycete Salinispora arenicola. J. Org. Chem. 72, 5025–5034. doi: 10.1021/jo061878x
Wu, J., Gao, W., Johnson, R. H., Zhang, W., and Meldrum, D. R. (2013). Integrated metagenomic and metatranscriptomic analyses of microbial communities in the meso-and bathypelagic realm of North Pacific Ocean. Mar. Drugs 11, 3777–3801. doi: 10.3390/md11103777
Wu, Z. C., Li, S., Nam, S. J., Liu, Z., and Zhang, C. (2013). Nocardiamides, A., and B, two cyclohexapeptides from the marine-derived actinomycete Nocardiopsis sp. CNX037. J. Nat. Prod. 76, 694–701. doi: 10.1021/np400009a
Wyche, T. P., Hou, Y., Braun, D., Cohen, H. C., Xiong, M. P., and Bugni, T. S. (2011). First natural analogs of the cytotoxic thiodepsipeptide thiocoraline A from a marine Verrucosispora sp. J. Org. Chem. 76, 6542–6547. doi: 10.1021/jo200661n
Wyche, T. P., Hou, Y., Vazquez-Rivera, E., Braun, D., and Bugni, T. S. (2012). Peptidolipins B–F, antibacterial lipopeptides from an ascidian-derived Nocardia sp. J. Nat. Prod. 75, 735–740. doi: 10.1021/np300016r
Wyche, T. P., Piotrowski, J. S., Hou, Y., Braun, D., Deshpande, R., McIlwain, S., et al. (2014). Forazoline A: marine-derived polyketide with antifungal in vivo Efficacy. Angew. Chem. Int. Ed. 126, 11767–11770. doi: 10.1002/ange.201405990
Wyche, T. P., Standiford, M., Hou, Y., Braun, D., Johnson, D. A., Johnson, J. A., et al. (2013). Activation of the nuclear factor E2-related factor 2 pathway by novel natural products halomadurones A–D and a synthetic analogue. Mar. Drugs 11, 5089–5099. doi: 10.3390/md11125089
Yamanaka, K., Reynolds, K. A., Kersten, R. D., Ryan, K. S., Gonzalez, D. J., Nizet, V., et al. (2014). Direct cloning and refactoring of a silent lipopeptide biosynthetic gene cluster yields the antibiotic taromycin A. Proc. Natl. Acad. Sci. U.S.A. 111, 1957–1962. doi: 10.1073/pnas.1319584111
Yang, C., Huang, C., Zhang, W., Zhu, Y., and Zhang, C. (2015). Heterologous expression of fluostatin gene cluster leads to a bioactive heterodimer. Org. Lett. 17, 5324–5327. doi: 10.1021/acs.orglett.5b02683
Zeng, Y., Zou, Y., Grebmeier, J., He, J., and Zheng, T. (2012). Culture-independent and -dependent methods to investigate the diversity of planktonic bacteria in the northern Bering Sea. Polar Biol. 35, 117–129. doi: 10.1007/s00300-011-1044-8
Zhang, W., Liu, Z., Li, S., Lu, Y., Chen, Y., Zhang, H., et al. (2012). Fluostatins I–K from the South China Sea-derived Micromonospora rosaria SCSIO N160. J. Nat. Prod. 75, 1937–1943. doi: 10.1021/np300505y
Zhou, X., Huang, H., Chen, Y., Tan, J., Song, Y., Zou, J., et al. (2012). Marthiapeptide, A., an anti-infective and cytotoxic polythiazole cyclopeptide from a 60 L scale fermentation of the deep sea-derived Marinactinospora thermotolerans SCSIO 00652. J. Nat. Prod. 75, 2251–2255. doi: 10.1021/np300554f
Ziemert, N., Lechner, A., Wietz, M., Millán-Aguiñaga, N., Chavarria, K. L., and Jensen, P. R. (2014). Diversity and evolution of secondary metabolism in the marine actinomycete genus Salinispora. Proc. Natl. Acad. Sci. U.S.A. 111, E1130–E1139. doi: 10.1073/pnas.1324161111
Keywords: marine rare actinobacteria, bacterial characterization, bioactive compounds, metagenomics, host engineering
Citation: Dhakal D, Pokhrel AR, Shrestha B and Sohng JK (2017) Marine Rare Actinobacteria: Isolation, Characterization, and Strategies for Harnessing Bioactive Compounds. Front. Microbiol. 8:1106. doi: 10.3389/fmicb.2017.01106
Received: 30 December 2016; Accepted: 31 May 2017;
Published: 15 June 2017.
Edited by:Jem Stach, Newcastle University, United Kingdom
Reviewed by:Polpass Arul Jose, Central Salt and Marine Chemicals Research Institute (CSIR), India
Vijay Kumar, Doon (P.G) College of Agriculture Science and Technology, India
D. Ipek Kurtboke, University of the Sunshine Coast, Australia
Copyright © 2017 Dhakal, Pokhrel, Shrestha and Sohng. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Jae Kyung Sohng, email@example.com