TY - THES A1 - Horn, Hannes T1 - Analysis and interpretation of (meta-)genomic data from host-associated microorganisms T1 - Analyse und Interpretation von (meta-)genomischen Daten aus Wirt-assoziierten Mikroorganismen N2 - Host–microbe interactions are the key to understand why and how microbes inhabit specific environments. With the scientific fields of microbial genomics and metagenomics, evolving on an unprecedented scale, one is able to gain insights in these interactions on a molecular and ecological level. The goal of this PhD thesis was to make (meta–)genomic data accessible, integrate it in a comparative manner and to gain comprehensive taxonomic and functional insights into bacterial strains and communities derived from two different environments: the phyllosphere of Arabidopsis thaliana and the mesohyl interior of marine sponges. This thesis focused first on the de novo assembly of bacterial genomes. A 5–step protocol was developed, each step including a quality control. The examination of different assembly software in a comparative way identified SPAdes as most suitable. The protocol enables the user to chose the best tailored assembly. Contamination issues were solved by an initial filtering of the data and methods normally used for the binning of metagenomic datasets. This step is missed in many published assembly pipelines. The described protocol offers assemblies of high quality ready for downstream analysis. Subsequently, assemblies generated with the developed protocol were annotated and explored in terms of their function. In a first study, the genome of a phyllosphere bacterium, Williamsia sp. ARP1, was analyzed, offering many adaptions to the leaf habitat: it can deal with temperature shifts, react to oxygen species, produces mycosporins as protection against UV–light, and is able to uptake photosynthates. Further, its taxonomic position within the Actinomycetales was infered from 16S rRNA and comparative genomics showing the close relation between the genera Williamsia and Gordonia. In a second study, six sponge–derived actinomycete genomes were investigated for secondary metabolism. By use of state–of–the–art software, these strains exhibited numerous gene clusters, mostly linked to polykethide synthases, non–ribosomal peptide synthesis, terpenes, fatty acids and saccharides. Subsequent predictions on these clusters offered a great variety of possible produced compounds with antibiotic, antifungal or anti–cancer activity. These analysis highlight the potential for the synthesis of natural products and the use of genomic data as screening toolkit. In a last study, three sponge–derived and one seawater metagenomes were functionally compared. Different signatures regarding the microbial composition and GC–distribution were observed between the two environments. With a focus on bacerial defense systems, the data indicates a pronounced repertoire of sponge associated bacteria for bacterial defense systems, in particular, Clustered Regularly Interspaced Short Palindromic Repeats, restriction modification system, DNA phosphorothioation and phage growth limitation. In addition, characterizing genes for secondary metabolite cluster differed between sponge and seawater microbiomes. Moreover, a variety of Type I polyketide synthases were only found within the sponge microbiomes. With that, metagenomics are shown to be a useful tool for the screening of secondary metabolite genes. Furthermore, enriched defense systems are highlighted as feature of sponge-associated microbes and marks them as a selective trait. N2 - Mikroben–Wirt Interaktionen sind der Schlüssel, um zu verstehen “Wie?” und “Warum?” Mikroben in bestimmten Umgebungen vorkommen. Mithilfe von Genomik und Metagenomik lassen sich Einblicke auf dem molekularen sowie ökolgischen Level gewinnen. Ziel dieser Arbeit war es, diese Daten zugänglich zu machen und zu vergleichen, um Erkenntnisse auf taxonomischer und funktionaler Ebene in bakterielle Isolate und bakterielle Konsortien zu erhalten. Dabei wurden Daten aus zwei verschiedenen Umgebungen erhoben: der Phyllosphäre von Arabidopsis thaliana und aus der Mesohyl–Matrix mariner Schwämme. Das Ziel war zunächst, bakterieller Genome denovo zu assemblieren. Dazu wurde ein Protokoll, bestehend aus 5 Schritten, entwickelt. Durch Verwendung verschiedener Soft- ware zum Assemblieren konnte SPAdes als am besten geeignet für die gegebenen Daten herausgearbeitet werden. Durch anfängliches Filtern der Daten konnte erste Kontamina- tion entfernt werden. Durch das Anwenden weiterer Methoden, welche ursprünglich für metagenomische Datensätze entwickelt wurden, konnten weitere Kontaminationen erkannt und von den “echten” Daten getrennt werden. Ein Schritt, welcher in den meisten pub- lizierten Assembly–Pipelines fehlt. Das Protokoll ermöglicht das Erstellen hochqualitativer Assemblies, welche zur weiteren Analyse nicht weiter aufbereitet werden müssen. Nachfolgend wurden die generierten Assemblies annotiert. Das Genom von William- sia sp. ARP1 wurde untersucht und durch dessen Interpretation konnten viele Anpassungen an die Existenz in der Phyllosphäre gezeigt werden: Anpassung an Termperaturveränderun- gen, Produktion von Mycosporinen als Schutz vor UV–Strahlung und die Möglichkeit, von der Pflanze durch Photosynthese hergestellte Substanzen aufzunehmen. Seine taxonomische Position wurde aufgrund von 16S rRNA sowie vergleichende Genomik bestimmt. Dadurch konnte eine nahe Verwandtschaft zwischen den Gattungen Williamsia und Gordonia gezeigt werden. In einer weiteren Studie wurden sechs Actinomyceten–Genome, isoliert aus Schwämmen, hinsichtlich ihres Sekundärmetabolismus untersucht. Mihilfe moderner Software konnten in zahlreiche Gen–Cluster identifiziert werden. Zumeist zeigten diese eine Zugehörigkeit zu Polyketidsynthasen, Nichtribosomalen Peptidsynthasen, Terpenen, Fettsäuren oder Sac- chariden. Durch eine tiefere Analyse konnten die Cluster mit chemischen Verbindungen assoziiert werden, welche antibakterielle oder fungizide Eigenschaften besitzen. In der letzten Untersuchung wurden Metagenome von drei Schwämmen sowie Meerwasser auf funktioneller Ebene verglichen. Beobachtet wurden Unterschiede in deren mikrobiellen Konsortien und GC–Gehalt. Schwamm–assoziierte Bakterien zeigten ein ausgeprägtes Inventar an Verteidigungsmechanismen gegenüber deren Vertretern aus dem Meerwasser. Dies beinhaltete vor allem: Clustered Regularly Interspaced Short Palindromic Repeats, das Restriktions-Modifikationssystem, DNA Phosphorothioation, oder Gene, welche das Wachstum von Phagen hemmen können. Gene für Sekundärmetabolite waren zwischen Schwamm– und Meerwasser–Metagenomen unterschiedlich stark ausgeprägt. So konnten Typ I Polyketidsynthasen ausschließlich in den Schwamm–Metagenomen gefunden werden. Dies zeigt, dass metagenomische Daten ebenso wie genomische Daten zur Untersuchung des Sekundärmetabolismus genutzt werden können. Des Weiteren zeigt die Anhäufung an Verteidigungsmechanismen eine Anpassung von Schwamm–assoziierten Mikroben an ihre Umgebung und ist ein Hinweis auf deren mögliche selektive Eigenschaft. KW - Bakterien KW - Meeresschwämme KW - Metagenom KW - Phyllosphäre KW - Ackerschmalwand KW - Metagenomics KW - Genomics KW - Phyllosphere KW - Sponges KW - Bacteria KW - Deep sequencing KW - Arabidopsis thaliana KW - Bioinformatics Y1 - 2017 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-152035 ER - TY - JOUR A1 - Horn, Hannes A1 - Keller, Alexander A1 - Hildebrandt, Ulrich A1 - Kämpfer, Peter A1 - Riederer, Markus A1 - Hentschel, Ute T1 - Draft genome of the \(Arabidopsis\) \(thaliana\) phyllosphere bacterium, \(Williamsia\) sp. ARP1 JF - Standards in Genomic Sciences N2 - The Gram-positive actinomycete \(Williamsia\) sp. ARP1 was originally isolated from the \(Arabidopsis\) \(thaliana\) phyllosphere. Here we describe the general physiological features of this microorganism together with the draft genome sequence and annotation. The 4,745,080 bp long genome contains 4434 protein-coding genes and 70 RNA genes. To our knowledge, this is only the second reported genome from the genus \(Williamsia\) and the first sequenced strain from the phyllosphere. The presented genomic information is interpreted in the context of an adaptation to the phyllosphere habitat. KW - arabidopsis thaliana KW - whole genome sequencing KW - adaption KW - Williamsia sp. ARP1 KW - phyllosphere KW - draft genome KW - next generation sequencing KW - assembly KW - annotation Y1 - 2016 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-146008 VL - 11 IS - 8 ER - TY - JOUR A1 - Cheng, Cheng A1 - MacIntyre, Lynsey A1 - Ramadan Abdelmohsen, Usama A1 - Horn, Hannes A1 - Polymenakou, Paraskevi N. A1 - Edrada-Ebel, RuAngelie A1 - Hentschel, Ute T1 - Biodiversity, Anti-Trypanosomal Activity Screening, and Metabolomic Profiling of Actinomycetes Isolated from Mediterranean Sponges JF - PLoS One N2 - Marine sponge–associated actinomycetes are considered as promising sources for the discovery of novel biologically active compounds. In the present study, a total of 64 actinomycetes were isolated from 12 different marine sponge species that had been collected offshore the islands of Milos and Crete, Greece, eastern Mediterranean. The isolates were affiliated to 23 genera representing 8 different suborders based on nearly full length 16S rRNA gene sequencing. Four putatively novel species belonging to genera Geodermatophilus, Microlunatus, Rhodococcus and Actinomycetospora were identified based on a 16S rRNA gene sequence similarity of < 98.5% to currently described strains. Eight actinomycete isolates showed bioactivities against Trypanosma brucei brucei TC221 with half maximal inhibitory concentration (IC50) values <20 μg/mL. Thirty four isolates from the Milos collection and 12 isolates from the Crete collection were subjected to metabolomic analysis using high resolution LC-MS and NMR for dereplication purposes. Two isolates belonging to the genera Streptomyces (SBT348) and Micromonospora (SBT687) were prioritized based on their distinct chemistry profiles as well as their anti-trypanosomal activities. These findings demonstrated the feasibility and efficacy of utilizing metabolomics tools to prioritize chemically unique strains from microorganism collections and further highlight sponges as rich source for novel and bioactive actinomycetes. KW - streptomyces KW - drug metabolism KW - metabolites KW - ribosomal RNA KW - metabolomics KW - actinobacteria KW - sponges KW - secondary metabolites Y1 - 2015 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-125138 VL - 10 IS - 9 ER - TY - JOUR A1 - Horn, Hannes A1 - Hentschel, Ute A1 - Ramadan Abdelmohsen, Usama T1 - Mining Genomes of Three Marine Sponge-Associated Actinobacterial Isolates for Secondary Metabolism JF - Genome Announcements N2 - Here, we report the draft genome sequences of three actinobacterial isolates, Micromonospora sp. RV43, Rubrobacter sp. RV113, and Nocardiopsis sp. RV163 that had previously been isolated from Mediterranean sponges. The draft genomes were analyzed for the presence of gene clusters indicative of secondary metabolism using antiSMASH 3.0 and NapDos pipelines. Our findings demonstrated the chemical richness of sponge-associated actinomycetes and the efficacy of genome mining in exploring the genomic potential of sponge-derived actinomycetes. Y1 - 2015 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-124887 VL - 3 IS - 5 ER - TY - JOUR A1 - Abdelmohsen, Usama Ramadan A1 - Yang, Chen A1 - Horn, Hannes A1 - Hajjar, Dina A1 - Ravasi, Timothy A1 - Hentschel, Ute T1 - Actinomycetes from Red Sea Sponges: Sources for Chemical and Phylogenetic Diversity N2 - The diversity of actinomycetes associated with marine sponges collected off Fsar Reef (Saudi Arabia) was investigated in the present study. Forty-seven actinomycetes were cultivated and phylogenetically identified based on 16S rRNA gene sequencing and were assigned to 10 different actinomycete genera. Eight putatively novel species belonging to genera Kocuria, Mycobacterium, Nocardia, and Rhodococcus were identified based on sequence similarity values below 98.2% to other 16S rRNA gene sequences available in the NCBI database. PCR-based screening for biosynthetic genes including type I and type II polyketide synthases (PKS-I, PKS-II) as well as nonribosomal peptide synthetases (NRPS) showed that 20 actinomycete isolates encoded each at least one type of biosynthetic gene. The organic extracts of nine isolates displayed bioactivity against at least one of the test pathogens, which were Gram-positive and Gram-negative bacteria, fungi, human parasites, as well as in a West Nile Virus protease enzymatic assay. These results emphasize that marine sponges are a prolific resource for novel bioactive actinomycetes with potential for drug discovery. KW - PKS I KW - Meeresschwämme KW - PKS II KW - NRPS KW - Red sea KW - sponges KW - actinomycetes KW - bioactivity Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-112882 ER - TY - JOUR A1 - Harjes, Janno A1 - Ryu, Taewoo A1 - Abdelmohsen, Usama Ramadan A1 - Moitinho-Silva, Lucas A1 - Horn, Hannes A1 - Ravasi, Timothy A1 - Hentschel, Ute T1 - Draft Genome Sequence of the Antitrypanosomally Active Sponge-Associated Bacterium Actinokineospora sp. Strain EG49 N2 - The marine sponge-associated bacterium Actinokineospora sp. strain EG49 produces the antitrypanosomal angucycline-like compound actinosporin A. The draft genome of Actinokineospora sp. EG49 has a size of 7.5 megabases and a GC content of 72.8% and contains 6,629 protein-coding sequences (CDS). antiSMASH predicted 996 genes residing in 36 secondary metabolite gene clusters. KW - Strahlenpilze Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-112776 ER -