The annotation of small molecules is one of the most challenging and important steps in untargeted mass spectrometry analysis, as most of our biological interpretations rely on structural annotations. Molecular networking has emerged as a structured way to organize and mine data from untargeted tandem mass spectrometry (MS/MS) experiments and has been widely applied to propagate annotations. However, propagation is done through manual inspection of MS/MS spectra connected in the spectral networks and is only possible when a reference library spectrum is available. One of the alternative approaches used to annotate an unknown fragmentation mass spectrum is through the use of in silico predictions. One of the challenges of in silico annotation is the uncertainty around the correct structure among the predicted candidate lists. Here we show how molecular networking can be used to improve the accuracy of in silico predictions through propagation of structural annotations, even when there is no match to a MS/MS spectrum in spectral libraries. This is accomplished through creating a network consensus of re-ranked structural candidates using the molecular network topology and structural similarity to improve in silico annotations. The Network Annotation Propagation (NAP) tool is accessible through the GNPS web-platform https://gnps.ucsd.edu/ProteoSAFe/static/gnps-theoretical.jsp.
Despite rapid evolution in the area of microbial natural products chemistry, there is currently no open access database containing all microbially produced natural product structures. Lack of availability of these data is preventing the implementation of new technologies in natural products science. Specifically, development of new computational strategies for compound characterization and identification are being hampered by the lack of a comprehensive database of known compounds against which to compare experimental data. The creation of an open access, community-maintained database of microbial natural product structures would enable the development of new technologies in natural products discovery and improve the interoperability of existing natural products data resources. However, these data are spread unevenly throughout the historical scientific literature, including both journal articles and international patents. These documents have no standard format, are often not digitized as machine readable text, and are not publicly available. Further, none of these documents have associated structure files (e.g., MOL, InChI, or SMILES), instead containing images of structures. This makes extraction and formatting of relevant natural products data a formidable challenge. Using a combination of manual curation and automated data mining approaches we have created a database of microbial natural products (The Natural Products Atlas, ) that includes 24 594 compounds and contains referenced data for structure, compound names, source organisms, isolation references, total syntheses, and instances of structural reassignment. This database is accompanied by an interactive web portal that permits searching by structure, substructure, and physical properties. The Web site also provides mechanisms for visualizing natural products chemical space and dashboards for displaying author and discovery timeline data. These interactive tools offer a powerful knowledge base for natural products discovery with a central interface for structure and property-based searching and presents new viewpoints on structural diversity in natural products. The Natural Products Atlas has been developed under FAIR principles (Findable, Accessible, Interoperable, and Reusable) and is integrated with other emerging natural product databases, including the Minimum Information About a Biosynthetic Gene Cluster (MIBiG) repository, and the Global Natural Products Social Molecular Networking (GNPS) platform. It is designed as a community-supported resource to provide a central repository for known natural product structures from microorganisms and is the first comprehensive, open access resource of this type. It is expected that the Natural Products Atlas will enable the development of new natural products discovery modalities and accelerate the process of structural characterization for complex natural products libraries.
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Six new 5,6-dihydro-α-pyrone derivatives (1-6), namely, brevipolides A-F, together with seven known compounds, including a 5,6-dihydro-α-pyrone derivative (7), three flavonoids, a steroid glycoside, and two triterpenoids, were isolated from the entire plant of Hyptis brevipes. Compounds 1-7 were assigned with the absolute configuration, 5R, 6S, 7S, and 9S, as elucidated by analysis of data obtained from their CD spectra and by Mosher ester reactions. Compounds 2, 6, and 7 exhibited ED 50 values of 6.1, 6.7 and 3.6 μM against MCF-7 cells, and compounds 1, 2, 6, and 8 (the known 5,6,3′-trihydroxy-3,7,4′-trimethoxyflavone) gave ED 50 values of 5.8, 6.1 7.5, and 3.6 μM against HT-29 cells, respectively. However, no significant cytotoxicity was found against Lu1 cells for any of the compounds isolated. When these compounds were subjected to evaluation in a panel of mechanism-based in vitro assays, compound 7 were found to be active in an enzyme-based ELISA NF-κB assay, with an ED 50 value of 15.3 μM. In a mitochondrial transmembrane potential assay, compounds 3, 7, and 8 showed ED 50 values of 8.5, 75, and 310 nM, respectively. However, no potent activity was found in a proteasome inhibition assay for any of the isolated compounds.The genus Hyptis (Lamiaceae) is composed of approximately 350-400 species in the form of small herbs to large bushes, which are distributed in the tropics and warmer temperate regions all over the world. Previous studies on the constituents of species of the genus Hyptis have revealed diterpenoids, 1,2 flavonoids, 3,4 lignans, 4,5 and α-pyrone derivatives. 6,7 Hyptis brevipes Piot. originated from tropical America but is now widely distributed in other tropical regions of the world as an alien invasive species. Biological studies on crude extracts of this plant have shown inhibitory activities against bacterial and fungal growth, as well as DNA intercalation activity. 8,9 There has been no previous report on the phytochemical evaluation of this plant to date.* To whom correspondence should be addressed. Tel: .edu. † Division of Medicinal Chemistry and Pharmacognosy, The Ohio State University. ‡ University of Illinois at Chicago. § Division of Pharmacy Practice and Administration, The Ohio State University. ⊥ Research Center for Indonesian Medicinal Plants, Tawangmangu, Indonesia. || Indonesian Institute of Science, Tangerang, Indonesia. ∇ Present address: College of Pharmacy, University of Hawaii-Hilo, Hilo, Hawaii 96720. Supporting Information Available: 1 H and 13 C NMR spectra of compounds 1 -6, DEPT and 2D NMR spectra including 1 H-1 H COSY, HSQC, HMBC, and NOESY of compound 1, as well as 1 H NMR spectra of R-and S-TPMA esters of compound 3. This material is available free-of-charge via the Internet at http://pubs.acs.org. As part of a collaborative, multi-disciplinary approach to the discovery of new naturally occurring anticancer drugs, 10,11 the entire plant of H. brevipes was selected for further investigation, following initial cytotoxicity screening using the MCF-7 human b...
Female members of many cephalopod species house a bacterial consortium in the accessory nidamental gland (ANG), part of the reproductive system. These bacteria are deposited into eggs that are then laid in the environment where they must develop unprotected from predation, pathogens, and fouling. In this study, we characterized the genome and secondary metabolite production of Leisingera sp. JC1, a member of the roseobacter clade (Rhodobacteraceae) of Alphaproteobacteria isolated from the jelly coat of eggs from the Hawaiian bobtail squid, Euprymna scolopes. Whole genome sequencing and MLSA analysis revealed that Leisingera sp. JC1 falls within a group of roseobacters associated with squid ANGs. Genome and biochemical analyses revealed the potential for and production of a number of secondary metabolites, including siderophores and acyl-homoserine lactones involved with quorum sensing. The complete biosynthetic gene cluster for the pigment indigoidine was detected in the genome and mass spectrometry confirmed the production of this compound. Furthermore, we investigated the production of indigoidine under co-culture conditions with Vibrio fischeri, the light organ symbiont of E. scolopes, and with other vibrios. Finally, both Leisingera sp. JC1 and secondary metabolite extracts of this strain had differential antimicrobial activity against a number of marine vibrios, suggesting that Leisingera sp. JC1 may play a role in host defense against other marine bacteria either in the eggs and/or ANG. These data also suggest that indigoidine may be partially, but not wholly, responsible for the antimicrobial activity of this squid-associated bacterium.
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