Spatial Molecular Architecture of the Microbial Community of a Peltigera Lichen

Microbial communities have evolved over centuries to live symbiotically. The direct visualization of such communities at the chemical and functional level presents a challenge. Overcoming this challenge may allow one to visualize the spatial distributions of specific molecules involved in symbiosis and to define their functional roles in shaping the community structure. In this study, we examined the diversity of microbial genes and taxa and the presence of biosynthetic gene clusters by metagenomic sequencing and the compartmentalization of organic chemical components within a lichen using mass spectrometry. This approach allowed the identification of chemically distinct sections within this composite organism. Using our multipronged approach, various fungal natural products, not previously reported from lichens, were identified and two different fungal layers were visualized at the chemical level. ABSTRACT Microbes are commonly studied as individual species, but they exist as mixed assemblages in nature. At present, we know very little about the spatial organization of the molecules, including natural products that are produced within these microbial networks. Lichens represent a particularly specialized type of symbiotic microbial assemblage in which the component microorganisms exist together. These composite microbial assemblages are typically comprised of several types of microorganisms representing phylogenetically diverse life forms, including fungi, photosymbionts, bacteria, and other microbes. Here, we employed matrix-assisted laser desorption ionization–time of flight (MALDI-TOF) imaging mass spectrometry to characterize the distributions of small molecules within a Peltigera lichen. In order to probe how small molecules are organized and localized within the microbial consortium, analytes were annotated and assigned to their respective producer microorganisms using mass spectrometry-based molecular networking and metagenome sequencing. The spatial analysis of the molecules not only reveals an ordered layering of molecules within the lichen but also supports the compartmentalization of unique functions attributed to various layers. These functions include chemical defense (e.g., antibiotics), light-harvesting functions associated with the cyanobacterial outer layer (e.g., chlorophyll), energy transfer (e.g., sugars) surrounding the sun-exposed cyanobacterial layer, and carbohydrates that may serve a structural or storage function and are observed with higher intensities in the non-sun-exposed areas (e.g., complex carbohydrates). IMPORTANCE Microbial communities have evolved over centuries to live symbiotically. The direct visualization of such communities at the chemical and functional level presents a challenge. Overcoming this challenge may allow one to visualize the spatial distributions of specific molecules involved in symbiosis and to define their functional roles in shaping the community structure. In this study, we examined the diversity of microbial genes and taxa and the presence of biosynthetic gene clusters by metagenomic sequencing and the compartmentalization of organic chemical components within a lichen using mass spectrometry. This approach allowed the identification of chemically distinct sections within this composite organism. Using our multipronged approach, various fungal natural products, not previously reported from lichens, were identified and two different fungal layers were visualized at the chemical level.

[1]  E. S. Olafsdottir,et al.  Polysaccharides from Lichens: Structural Characteristics and Biological Activity , 2001, Planta medica.

[2]  Philipp Engel,et al.  Comparative Metabolomics and Structural Characterizations Illuminate Colibactin Pathway-Dependent Small Molecules , 2014, Journal of the American Chemical Society.

[3]  M. Grube,et al.  Lichens—a promising source of bioactive secondary metabolites , 2005, Plant Genetic Resources.

[4]  Shibu Yooseph,et al.  Metagenomic Exploration of Viruses throughout the Indian Ocean , 2012, PloS one.

[5]  D. Smith,et al.  STUDIES IN THE PHYSIOLOGY OF LICHENS , 1967 .

[6]  F. Fukuoka,et al.  Polysaccharides of lichens and fungi. V. Antitumour active polysaccharides of lichens of Evernia, Acroscyphus and Alectoria spp. , 1972, Chemical & pharmaceutical bulletin.

[7]  Nigel W. Hardy,et al.  Proposed minimum reporting standards for chemical analysis , 2007, Metabolomics.

[8]  Richard M. Caprioli,et al.  3D imaging by mass spectrometry: a new frontier. , 2012, Analytical chemistry.

[9]  Muhammad Khan,et al.  Targeting Apoptosis Pathways in Cancer with Alantolactone and Isoalantolactone , 2013, TheScientificWorldJournal.

[10]  Franziska Hoffmann,et al.  Benchmark datasets for 3D MALDI- and DESI-imaging mass spectrometry , 2015, GigaScience.

[11]  Pieter C Dorrestein,et al.  Microbial metabolic exchange--the chemotype-to-phenotype link. , 2011, Nature chemical biology.

[12]  Kristian Fog Nielsen,et al.  Sharing and community curation of mass spectrometry data with Global Natural Products Social Molecular Networking , 2016, Nature Biotechnology.

[13]  T. Taylor,et al.  Lichen-Like Symbiosis 600 Million Years Ago , 2005, Science.

[14]  P. Dorrestein,et al.  Analytical chemistry: Virulence caught green-handed. , 2013, Nature chemistry.

[15]  M. Godejohann,et al.  Metagenomic natural product discovery in lichen provides evidence for a family of biosynthetic pathways in diverse symbioses , 2013, Proceedings of the National Academy of Sciences.

[16]  Lin Du,et al.  Crowdsourcing natural products discovery to access uncharted dimensions of fungal metabolite diversity. , 2014, Angewandte Chemie.

[17]  Theodore Alexandrov,et al.  Serial 3D imaging mass spectrometry at its tipping point. , 2015, Analytical chemistry.

[18]  I. Campbell,et al.  Disposition of Mycophenolic Acid, Brevianamide A, Asperphenamate, and Ergosterol in Solid Cultures of Penicillium brevicompactum , 1982, Applied and environmental microbiology.

[19]  J. Davies,et al.  Introducing the parvome: bioactive compounds in the microbial world. , 2012, ACS chemical biology.

[20]  S. Yee,et al.  Lichen Secondary Metabolites in Flavocetraria cucullata Exhibit Anti-Cancer Effects on Human Cancer Cells through the Induction of Apoptosis and Suppression of Tumorigenic Potentials , 2014, PloS one.

[21]  Mark Pagel,et al.  Major fungal lineages are derived from lichen symbiotic ancestors , 2022 .

[22]  S. Ómarsdóttir,et al.  Immunomodulating polysaccharides from the lichen Thamnolia vermicularis var. subuliformis. , 2007, Phytomedicine : international journal of phytotherapy and phytopharmacology.

[23]  S. Kravitz,et al.  The JCVI standard operating procedure for annotating prokaryotic metagenomic shotgun sequencing data , 2010, Standards in genomic sciences.

[24]  Roger G. Linington,et al.  Molecular networking as a dereplication strategy. , 2013, Journal of natural products.

[25]  M. Grube,et al.  Molecular analysis of lichen-associated bacterial communities. , 2006, FEMS microbiology ecology.

[26]  P. Dorrestein,et al.  Microbial metabolic exchange in 3D , 2013, The ISME Journal.

[27]  R. Bligny,et al.  Metabolic processes sustaining the reviviscence of lichen Xanthoria elegans (Link) in high mountain environments , 2007, Planta.

[28]  L. Christopher,et al.  Biopharmaceutical potential of lichens , 2012, Pharmaceutical biology.

[29]  T. Konoshima,et al.  Antiproliferative sesquiterpene lactones from the roots of Inula helenium. , 2002, Biological & pharmaceutical bulletin.

[30]  R. Braz-Filho,et al.  A new method for asperphenamate synthesis and its antimicrobial activity evaluation , 2006, Natural product research.

[31]  Kai Blin,et al.  antiSMASH 3.0—a comprehensive resource for the genome mining of biosynthetic gene clusters , 2015, Nucleic Acids Res..

[32]  N. H. Fischer,et al.  Antimycobacterial eudesmanolides from Inula helenium and Rudbeckia subtomentosa. , 1999, Planta medica.

[33]  M. Grube,et al.  Qualitative and spatial metabolite profiling of lichens by a LC-MS approach combined with optimised extraction. , 2015, Phytochemical analysis : PCA.

[34]  R. Amann,et al.  Single-cell identification in microbial communities by improved fluorescence in situ hybridization techniques , 2008, Nature Reviews Microbiology.

[35]  Stefan Schouten,et al.  Rapid analysis of long-chain glycolipids in heterocystous cyanobacteria using high-performance liquid chromatography coupled to electrospray ionization tandem mass spectrometry. , 2009, Rapid communications in mass spectrometry : RCM.

[36]  Johannes Goll,et al.  Bioinformatics Applications Note Database and Ontologies Metarep: Jcvi Metagenomics Reports—an Open Source Tool for High-performance Comparative Metagenomics , 2022 .

[37]  A. Cole,et al.  Isolation of 2-pyridone alkaloids from a New Zealand marine-derived penicillium species. , 2009, Journal of natural products.

[38]  T. Mincer,et al.  Culturable marine actinomycete diversity from tropical Pacific Ocean sediments. , 2005, Environmental microbiology.

[39]  O. Genilloud,et al.  Actinomycetes isolated from lichens: evaluation of their diversity and detection of biosynthetic gene sequences. , 2005, FEMS microbiology ecology.

[40]  Christian Rinke,et al.  An environmental bacterial taxon with a large and distinct metabolic repertoire , 2014, Nature.

[41]  K. Gademann,et al.  4-Hydroxy-2-pyridone alkaloids: structures and synthetic approaches. , 2010, Natural product reports.

[42]  Michael Wagner,et al.  Fluorescence in situ hybridisation for the identification and characterisation of prokaryotes. , 2003, Current opinion in microbiology.

[43]  L. Robertson,et al.  Two metabolites from Aspergillus flavipes. , 1977, Lloydia.

[44]  J. McCutcheon,et al.  Basidiomycete yeasts in the cortex of ascomycete macrolichens , 2016, Science.

[45]  E. Myers,et al.  Basic local alignment search tool. , 1990, Journal of molecular biology.

[46]  F. Lutzoni,et al.  Phylogenetic Revision of the Genus Peltigera (Lichen‐Forming Ascomycota) Based on Morphological, Chemical, and Large Subunit Nuclear Ribosomal DNA Data , 2000, International Journal of Plant Sciences.

[47]  Forest Rohwer,et al.  Mass spectral similarity for untargeted metabolomics data analysis of complex mixtures. , 2015, International journal of mass spectrometry.

[48]  H. Oikawa,et al.  Biosynthetic studies on the antibiotics PF1140: a novel pathway for a 2-pyridone framework , 2005 .

[49]  R Amann,et al.  The identification of microorganisms by fluorescence in situ hybridisation. , 2001, Current opinion in biotechnology.

[50]  R. Murphy,et al.  Sublimation as a method of matrix application for mass spectrometric imaging , 2007, Journal of the American Society for Mass Spectrometry.

[51]  Bonnie L. Bassler,et al.  Bacterial Small-Molecule Signaling Pathways , 2006, Science.

[52]  Nuno Bandeira,et al.  Mass spectral molecular networking of living microbial colonies , 2012, Proceedings of the National Academy of Sciences.

[53]  Scott T. Bates,et al.  Bacterial Communities Associated with the Lichen Symbiosis , 2010, Applied and Environmental Microbiology.

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

[55]  M. Grube,et al.  Microbial consortia of bacteria and fungi with focus on the lichen symbiosis , 2009 .

[56]  R. Yahr,et al.  Phylogenetic Diversity of Peltigera Cyanolichens and Their Photobionts in Southern Chile and Antarctica , 2015, Microbes and environments.