Modern mass spectrometry for synthetic biology and structure-based discovery of natural products.

Covering: up to 2016In this highlight, we describe the current landscape for dereplication and discovery of natural products based on the measurement of the intact mass by LC-MS. Often it is assumed that because better mass accuracy (provided by higher resolution mass spectrometers) is necessary for absolute chemical formula determination (≤1 part-per-million), that it is also necessary for dereplication of natural products. However, the average ability to dereplicate tapers off at ∼10 ppm, with modest improvement gained from better mass accuracy when querying focused databases of natural products. We also highlight some recent examples of how these platforms are applied to synthetic biology, and recent methods for dereplication and correlation of substructures using tandem MS data. We also offer this highlight to serve as a brief primer for those entering the field of mass spectrometry-based natural products discovery.

[1]  J. Crawford,et al.  The colibactin warhead crosslinks DNA , 2015, Nature chemistry.

[2]  Susana P. Gaudêncio,et al.  Dereplication: racing to speed up the natural products discovery process. , 2015, Natural product reports.

[3]  Nuno Bandeira,et al.  MS/MS networking guided analysis of molecule and gene cluster families , 2013, Proceedings of the National Academy of Sciences.

[4]  Rolf Müller,et al.  Improving natural products identification through targeted LC-MS/MS in an untargeted secondary metabolomics workflow. , 2014, Analytical chemistry.

[5]  Oliver Fiehn,et al.  Metabolomic database annotations via query of elemental compositions: Mass accuracy is insufficient even at less than 1 ppm , 2006, BMC Bioinformatics.

[6]  A. Barsch,et al.  Using the knowns to discover the unknowns: MS-based dereplication uncovers structural diversity in 17-hydroxygeranyllinalool diterpene glycoside production in the Solanaceae. , 2016, The Plant journal : for cell and molecular biology.

[7]  G. Kruppa,et al.  FTMS structure elucidation of natural products: application to muraymycin antibiotics using ESI multi-CHEF SORI-CID FTMS(n), the top-down/bottom-up approach, and HPLC ESI capillary-skimmer CID FTMS. , 2003, Analytical chemistry.

[8]  Gregory S. Stupp,et al.  An overview of methods using 13C for improved compound identification in metabolomics and natural products , 2015, Front. Plant Sci..

[9]  S. Brady,et al.  Multiplexed CRISPR/Cas9- and TAR-Mediated Promoter Engineering of Natural Product Biosynthetic Gene Clusters in Yeast. , 2016, ACS synthetic biology.

[10]  M. Hashimoto,et al.  Use of a biosynthetic intermediate to explore the chemical diversity of pseudo-natural fungal polyketides. , 2015, Nature chemistry.

[11]  J. Neyts,et al.  LC-MS²-Based dereplication of Euphorbia extracts with anti-Chikungunya virus activity. , 2015, Fitoterapia.

[12]  P. Carrupt,et al.  Retention time prediction for dereplication of natural products (CxHyOz) in LC-MS metabolite profiling. , 2014, Phytochemistry.

[13]  K. Nielsen,et al.  The importance of mass spectrometric dereplication in fungal secondary metabolite analysis , 2015, Front. Microbiol..

[14]  Bernd Markus Lange,et al.  Open-Access Metabolomics Databases for Natural Product Research: Present Capabilities and Future Potential , 2015, Front. Bioeng. Biotechnol..

[15]  Shu-Lin Chang,et al.  Illuminating the diversity of aromatic polyketide synthases in Aspergillus nidulans. , 2012, Journal of the American Chemical Society.

[16]  J. Smedsgaard,et al.  X-Hitting: an algorithm for novelty detection and dereplication by UV spectra of complex mixtures of natural products. , 2005, Analytical chemistry.

[17]  Jay D Keasling,et al.  Engineering a Polyketide Synthase for In Vitro Production of Adipic Acid. , 2016, ACS synthetic biology.

[18]  Axel Zeeck,et al.  Big Effects from Small Changes: Possible Ways to Explore Nature's Chemical Diversity , 2002, Chembiochem : a European journal of chemical biology.

[19]  M. Andersen,et al.  Combining Stable Isotope Labeling and Molecular Networking for Biosynthetic Pathway Characterization. , 2015, Analytical chemistry.

[20]  Jean-Luc Wolfender,et al.  Ultra-high pressure liquid chromatography-mass spectrometry for plant metabolomics: a systematic comparison of high-resolution quadrupole-time-of-flight and single stage Orbitrap mass spectrometers. , 2013, Journal of chromatography. A.

[21]  Jens Christian Frisvad,et al.  Dereplication of microbial natural products by LC-DAD-TOFMS. , 2011, Journal of natural products.

[22]  Ryan A McClure,et al.  Metabologenomics: Correlation of Microbial Gene Clusters with Metabolites Drives Discovery of a Nonribosomal Peptide with an Unusual Amino Acid Monomer , 2016, ACS central science.

[23]  D. Newman,et al.  Natural Products as Sources of New Drugs from 1981 to 2014. , 2016, Journal of natural products.

[24]  Mathias Dunkel,et al.  Natural Products: Sources and Databases , 2006 .

[25]  G. Carter NP/MS since 1970: from the basement to the bench top. , 2014, Natural product reports.

[26]  Anthony W. Goering,et al.  Fungal artificial chromosomes for mining of the fungal secondary metabolome , 2015, BMC Genomics.

[27]  Roger G Linington,et al.  Integration of high-content screening and untargeted metabolomics for comprehensive functional annotation of natural product libraries , 2015, Proceedings of the National Academy of Sciences.

[28]  David J. Beebe,et al.  Microbial metabolomics in open microscale platforms , 2016, Nature Communications.

[29]  Pavel A. Pevzner,et al.  NRPquest: Coupling Mass Spectrometry and Genome Mining for Nonribosomal Peptide Discovery , 2014, Journal of natural products.

[30]  Ralf Tautenhahn,et al.  Autonomous Metabolomics for Rapid Metabolite Identification in Global Profiling , 2014, Analytical chemistry.

[31]  H. Raja,et al.  Dereplicating and Spatial Mapping of Secondary Metabolites from Fungal Cultures in Situ , 2015, Journal of natural products.

[32]  Cristina Draghici,et al.  Molecular formula analysis by an MS/MS/MS technique to expedite dereplication of natural products. , 2007, Analytical chemistry.

[33]  Hai-ying Wang,et al.  Allelopathic Polyketides from an Endolichenic Fungus Myxotrichum SP. by Using OSMAC Strategy , 2016, Scientific Reports.

[34]  Neil L Kelleher,et al.  A Roadmap for Natural Product Discovery Based on Large-Scale Genomics and Metabolomics , 2014, Nature chemical biology.

[35]  Sebastian Böcker,et al.  New kids on the block: novel informatics methods for natural product discovery. , 2014, Natural product reports.

[36]  M. Watve,et al.  How many antibiotics are produced by the genus Streptomyces? , 2001, Archives of Microbiology.

[37]  A. Jarmusch,et al.  Emerging capabilities of mass spectrometry for natural products. , 2014, Natural product reports.

[38]  Pieter C. Dorrestein,et al.  Mass spectrometry of natural products: current, emerging and future technologies. , 2014, Natural product reports.

[39]  F. Kempken,et al.  Identification of the Scopularide Biosynthetic Gene Cluster in Scopulariopsis brevicaulis , 2015, Marine drugs.

[40]  G. Siuzdak,et al.  XCMS2: processing tandem mass spectrometry data for metabolite identification and structural characterization. , 2008, Analytical chemistry.

[41]  U. Mortensen,et al.  Investigation of a 6‐MSA Synthase Gene Cluster in Aspergillus aculeatus Reveals 6‐MSA‐derived Aculinic Acid, Aculins A–B and Epi‐Aculin A , 2015, Chembiochem : a European journal of chemical biology.

[42]  Wei Xu,et al.  Epigenetic genome mining of an endophytic fungus leads to the pleiotropic biosynthesis of natural products. , 2015, Angewandte Chemie.

[43]  P. Kittakoop,et al.  One strain-many compounds (OSMAC) method for production of polyketides, azaphilones, and an isochromanone using the endophytic fungus Dothideomycete sp. , 2014, Phytochemistry.

[44]  Richard H. Baltz,et al.  Marcel Faber Roundtable: Is our antibiotic pipeline unproductive because of starvation, constipation or lack of inspiration? , 2006, Journal of Industrial Microbiology and Biotechnology.

[45]  J. Lachavanne,et al.  Identification of the polar constituents of Potamogeton species by HPLC-UV with post-column derivatization, HPLC-MSn and HPLC-NMR, and isolation of a new ent-labdane diglycoside. , 2004, Phytochemistry.

[46]  M. Strege,et al.  High-performance liquid chromatographic-electrospray ionization mass spectrometric analyses for the integration of natural products with modern high-throughput screening. , 1999, Journal of chromatography. B, Biomedical sciences and applications.

[47]  Mathias Dunkel,et al.  Natural products: sources and databases. , 2006, Natural product reports.

[48]  Jonathan Bisson,et al.  Integration of Molecular Networking and In-Silico MS/MS Fragmentation for Natural Products Dereplication. , 2016, Analytical chemistry.

[49]  Shu-Lin Chang,et al.  An efficient system for heterologous expression of secondary metabolite genes in Aspergillus nidulans. , 2013, Journal of the American Chemical Society.

[50]  Egon L. Willighagen,et al.  Elemental composition determination based on MSn , 2011, Bioinform..

[51]  S. Franzblau,et al.  Dereplication of pentacyclic triterpenoids in plants by GC-EI/MS. , 2006, Phytochemical analysis : PCA.

[52]  L. Hanley,et al.  Ion sources for mass spectrometric identification and imaging of molecular species. , 2014, Natural product reports.

[53]  S. Böcker,et al.  Searching molecular structure databases with tandem mass spectra using CSI:FingerID , 2015, Proceedings of the National Academy of Sciences of the United States of America.

[54]  Kristian Fog Nielsen,et al.  Fungal metabolite screening: database of 474 mycotoxins and fungal metabolites for dereplication by standardised liquid chromatography-UV-mass spectrometry methodology. , 2003, Journal of chromatography. A.

[55]  Jonathan L. Klassen,et al.  Microbial Strain Prioritization Using Metabolomics Tools for the Discovery of Natural Products , 2012, Analytical chemistry.

[56]  C. Townsend,et al.  Systematic Domain Swaps of Iterative, Nonreducing Polyketide Synthases Provide a Mechanistic Understanding and Rationale For Catalytic Reprogramming , 2014, Journal of the American Chemical Society.

[57]  Erin E. Carlson,et al.  Integrated metabolomics approach facilitates discovery of an unpredicted natural product suite from Streptomyces coelicolor M145. , 2013, ACS chemical biology.

[58]  A J Dunn,et al.  A rapid and facile method for the dereplication of purified natural products. , 2001, Journal of natural products.

[59]  O. Potterat,et al.  Liquid chromatography-electrospray time-of-flight mass spectrometry for on-line accurate mass determination and identification of cyclodepsipeptides in a crude extract of the fungus Metarrhizium anisopliae. , 2000, Journal of chromatography. A.

[60]  Brian O. Bachmann,et al.  Microbial genome mining for accelerated natural products discovery: is a renaissance in the making? , 2014, Journal of Industrial Microbiology & Biotechnology.

[61]  Ryan A McClure,et al.  Large-scale metabolomics reveals a complex response of Aspergillus nidulans to epigenetic perturbation. , 2015, ACS chemical biology.

[62]  B. Oakley,et al.  Rational Domain Swaps Reveal Insights about Chain Length Control by Ketosynthase Domains in Fungal Nonreducing Polyketide Synthases , 2014, Organic letters.

[63]  A. Marshall,et al.  High-resolution mass spectrometers. , 2008, Annual review of analytical chemistry.

[64]  Y. Oshima,et al.  Epigenetic stimulation of polyketide production in Chaetomium cancroideum by an NAD(+)-dependent HDAC inhibitor. , 2016, Organic & biomolecular chemistry.

[65]  J. Frisvad,et al.  Dereplication Guided Discovery of Secondary Metabolites of Mixed Biosynthetic Origin from Aspergillus aculeatus , 2014, Molecules.

[66]  Guowang Xu,et al.  Mass-spectrometry-based microbial metabolomics: recent developments and applications , 2014, Analytical and Bioanalytical Chemistry.

[67]  B. Duggan,et al.  Ultra‐high resolution band‐selective HSQC for nanomole‐scale identification of chlorine‐substituted 13C in natural products drug discovery , 2017, Magnetic resonance in chemistry : MRC.

[68]  Nicholas H Oberlies,et al.  High-resolution MS, MS/MS, and UV database of fungal secondary metabolites as a dereplication protocol for bioactive natural products. , 2013, Journal of natural products.