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Institute
In the last couple of years the research on natural products concerning ecological questions has gained more and more interest. Especially natural products play an important role for the maintenance of symbiotic relationships.
Here we present the application of the “overlap extension PCR-yeast homologous recombination“(ExRec) to simplify the availability of natural products. We successfully cloned a 45 kb gene cluster and characterized two new peptides ambactin and xenolindicin from Xenorhabdus – the latter derived from a silent gene cluster. ExRec is a very efficient cloning technique and resembles a powerful method regarding the assembly of large gene clusters as well as the cloning from metagenomic libraries or RNA pools.
In addition, we discovered bacterial pyrrolizidine alkaloids from Xenorhabdus, referred to as pyrrolizixenamides. The gene cluster consisted of a NRPS and a hydroxylase encoding gene. Surprisingly, this gene cluster and its variations (type A to D) can be found throughout the bacterial kingdom which might indicate an essential function. While these substances are mainly known to play a role in the defense mechanism of plants, the function of the identified pyrrolizixenamides from Xenorhabdus yet remains unsolved.
Moreover, we firstly identified a phosphopantetheinyl transferase (PPTase) from the lichenized fungus of Evernia prunastri. The gene eppA encoding a Sfp-type PPTase was heterologously expressed in Escherichia coli and Saccharomyces cerevisiae and functional characterized by indigoidine production and complementation of lys5, respectively. All represented results contribute to the elucidation of natural products and thereby to their role in nature with special regard to symbiotic associations.
In this thesis, we characterized megasynthases such as fatty acid synthases (FASs) and polyketide synthases. The obtained insights into structure and function were used to engineer such systems to produce new-to-nature compounds.
The in vitro characterization of megasynthases requires reproducible access to these enzymes in high quality. Therefore, we established purification strategies for the yeast FAS and the methylsalicylic acid synthase (MSAS) from Saccharopolyspora erythraea (SerMSAS) and applied the latter one on MSAS from Penicillium patulum (PenPaMSAS) and on 6-deoxyerythronolide B synthase (DEBS) module 6. With the purified samples, we were able to obtain initial structural data for SerMSAS and solve the complete structure of the yeast FAS (PDB: 6TA1). On the example of the yeast FAS, we could show that the sample can suffer from adsorption to the water-air interface during the grid preparation for electron microscopy and presented how the use of graphene-based grids can overcome this problem. The combined structural and functional analysis of the yeast FAS showed that the structural domains trimerization module and dimerization module 2 are not essential for the assembly of the whole system. Therefore, they can potentially be used for domain exchange approaches. The in-depth functional analysis of SerMSAS revealed that not SerMSAS itself releases the product, but a 3-oxoacyl-(acyl-carrier protein) synthase like enzyme within the gene cluster transfers 6-methyl salicylic acid from SerMSAS to another carrier protein for subsequent modifications. In contrast, we showed that PenPaMSAS can release its product by hydrolysis and that non-native substrates can be incorporated although at significantly slower turnover rates compared to the native starter substrate. Our further investigation demonstrated that the substrate specificity of the acyltransferase (AT) is a critical factor for the incorporation of non-native substrates.
With the insight from the functional and structural characterization, we engineered megasynthases for the biosynthesis of natural product derivatives. We targeted the AT of PenPaMSAS for active site mutagenesis and discovered a mutant which can transfer non-native substrates significantly faster (~200-300%). Additionally, the malonyl/acetyl transferase (MAT) of the mammalian FAS was used as a promising target for protein engineering because of its previously reported properties including polyspecificity, fast transfer kinetics, robustness, and plasticity. We showed that the MAT can transfer fluorinated substrates and accept the acyl carrier protein of DEBS module 6. By exchanging the substrate specific AT of DEBS with the polyspecific MAT of the mammalian FAS, we demonstrated an efficient DEBS/FAS hybrid and an optimal truncation site for the applied ATs. In contrast to the wild type system, the DEBS/FAS enzyme was able to synthesize demethylated and fluorinated derivatives. The production and purification of a fluoro-methyl-disubstituted polyketide was of particular interest, as it has a high potential for the generation of new drugs and shows the potential of protein engineering. Furthermore, the incorporation of the disubstituted substrate had important implication in the mechanistic details of the ketosynthase-mediated C-C bond formation.
Natural products (NPs) have been a rich source for pharmaceutically used anti-infectives and other drugs. However, the application of anti-infectives inevitably causes the development of resistant and multiresistant pathogens, which have to be treated with novel anti-infectives. The industrial research for novel anti-infectives has been concentrating on members of the bacterial Actinomycetales for a long time. Due to several reasons, e.g. the rediscovery of already known NPs, pharmaceutical companies abandoned their NP-research and focused on drug development based on combinatorial chemistry. However, the limited structural diversity of merely synthetic compound libraries has not been a fruitful source for bioactive compounds. Hence the discovery of novel bioactive NPs as a source for anti-infectives is still of economical and humanitarian interest and will remain to be an important branch of research in the future. One strategy to circumvent the rediscovery of bioactive NPs is the analysis of yet unexplored bacterial taxa. Based on this assumption, this work aimed at the discovery of novel NPs from the entomopathogenic bacterial genera Xenorhabdus and Photorhabdus and other promising taxa, as well as the investigation of their biosynthesis. ...
Non-ribosomal peptide synthetase docking domains : structure, function and engineering strategies
(2021)
Non-ribosomal peptide synthetases (NRPSs) are known for their capability to produce a wide range of natural compounds and some of them possess interesting bioactivities relevant for clinical application like antibiotics, anticancer, and immunosuppressive drugs. The diverse bioactivity of non-ribosomal peptides (NRPs) originates from their structural diversity, which results not only from the incorporation of non-proteinogenic amino acids into the growing peptide chain, but also the formation of heterocycles or further peptide modifications like methylation, hydroxylation and acetylation.
The biosynthesis of NRPs is achieved via the orchestrated interplay of distinct catalytic domains, which are grouped to modules that are located on one or more polypeptide chains. Each cycle starts with the selection and activation of a specific amino acid by the adenylation (A) domain, which catalyzes the aminoacyl adenylate formation under ATP consumption. This activated amino acid is then bound via a thioester bond to the 4’-phosphopantetheine cofactor (PPant-arm) of the following thiolation (T) domain. Before substrate loading, the PPant-arm is post-translationally added to the T domain by a phosphopantetheinyl transferase (PPTase), which converts the inactive apo-T domain in its active holo-form. In the last step of the catalytic cycle, two T domain bound peptide building blocks are connected by the condensation (C) domain, resulting in peptide bond formation and transfer of the nascent peptide chain to the following module. Each catalytic cycle is performed by a C-A-T elongation module until the termination module with a C-terminal thioesterase (TE) domain is reached. Here, the peptide product is released by hydrolysis or intramolecular cyclisation.
In comparison to single-protein NRPSs, where all modules are encoded on a single polypeptide chain, multi-protein NRPS systems must also maintain a specific module order during the peptide biosynthesis. Therefore, small C-terminal and N-terminal communication-mediating (COM) domains/docking domains (DD) were identified in the C- and N-terminal regions of multi-protein NRPSs. It was shown that these domains mediate specific and selective non-covalent protein-protein interaction, even though DD interactions are generally characterized by low affinities.
The first publication of this work focuses on the Peptide-Antimicrobial-Xenorhabdus peptide-producing NRPS called PaxS, which consists of the three proteins PaxA, PaxB and PaxC. Here, in particular the trans DD interface between the C-terminal attached DD of PaxB and N-terminal attached DD of PaxC was structurally investigated and thermodynamically characterized by isothermal titration calorimetry (ITC), yielding a dissociation constant (KD) of ~25 µM, which is a DD typical affinity known from further characterized DD pairs. The artificial linking of the PaxB/C C/NDD pair via a glycine-serine (GS) linker facilitated the structure determination of the DD complex by solution nuclear magnetic resonance (NMR) spectroscopy. In comparison to known docking domain structures, this DD complex assembles in a completely new fold which is characterized by a central α-helix of PaxC NDD wrapped in two V-shaped α-helices of PaxB CDD.
The first manuscript of this work focuses on the application of synthetic zippers (SZ) to mimic natural docking domains, enabling the easy assembly of NRPS building blocks encoded on different plasmids in a functional way. Here, the high-affinity interaction of SZs unambiguously defines the order of the synthetases derived from single-protein NRPSs in the engineered NRPS system and allows the recombination in a plug-and-play manner. Notably, the SZ engineering strategy even facilitates the functional assembly of NRPSs derived from Gram-positive and Gram-negative bacteria. Furthermore, the functional incorporation of SZs into NRPS modules is not limited to a specific linker region, so we could introduce them within all native NRPS linker regions (A-T, T-C, C-A).
The second publication and the second manuscript of this thesis again focus on the multi-protein PaxS, in particular on the trans interface between the proteins PaxA and PaxB on a molecular level by solution NMR. Therefore, the PaxA CDD adjacent T domain was included into the structural investigation besides the native interaction partner PaxB NDD. Before a three-dimensional structure could be obtained from NMR data, the NH groups located in the peptide bonds had to be assigned to the respective amino acids of the proteins (backbone assignment). Based on these backbone assignments, the secondary structure of PaxA T1-CDD and PaxB NDD in the absence and presence of the respective interaction partner were predicted.
The structural and functional characterization of the PaxA T1-CDD:PaxB NDD complex is summarized in manuscript two. The thermodynamic analysis of this complex by ITC determined a KD value of ~250 nM, whereas the discrete DDs did not interact at all. The high-affinity interaction allowed to determine the solution NMR structure of the PaxA T1-CDD:PaxB NDD complex without the covalent linkage of the interaction partners and an extended docking domain interface could be determined. This interface comprises on the one hand α-helix 4 of the PaxA T1 domain together with the α-helical CDD, and on the other hand the PaxB NDD, which is composed of two α-helices separated by a sharp bend.
...
Xenorhabdus and Photorhabdus bacteria are gaining more and more attention as a subject of research because of their unique yet similar life cycle with nematodes and insects. This work focused on the secondary metabolites that are produced by Xenorhabdus and Photorhabdus. With the help of modern HPLC-MS methodologies and increasingly available bacterial genome sequences, the structures of unknown secondary metabolites could be elucidated and thus their biosynthesis pathways could be proposed, too.
The first paper reported 17 depsipeptides termed xentrivalpeptides produced by the bacterium Xenorhabdus sp. 85816. Xentrivalpeptide A could be isolated from the bacterial culture as the main component. The structure of xentrivalpeptide A was elucidated by NMR and the Marfey´s method. The remaining xentrivalpeptides were exclusively identified by feeding experiments and MS fragmentation patterns.
The second paper described the discovery and isolation of xenoamicin A from Xenorhabdus mauleonii DSM17908. Additionally, other xenoamicin derivatives from Xenorhabdus doucetiae DSM17909 were analyzed by means of feeding experiments and MS fragmentation patterns. The xenoamicin biosynthesis gene cluster was identified in Xenorhabdus doucetiae DSM17909.
The manuscript for publication focused on the biosynthesis of anthraquinones in Photorhabdus luminescens. The Type II polyketide synthase for the biosynthesis of anthraquinone derivatives was discovered in P. luminescens in a previous publication by the Bode group,1 in which a partial reaction mechanism for the biosynthesis has been proposed. The manuscript reported in this thesis however elucidated the biosynthetic mechanisms in a greater detail as compared to the previous publication. Particularly, the biosynthetic mechanism was deciphered through heterologous expression of anthraquinone biosynthesis (ant) genes in E. coli. Additionally, deactivation of the genes antG encoding a putative CoA ligase and antI encoding a putative hydrolase, was performed in P. luminescens. Selected ant genes were over-expressed in E. coli as well as the corresponding proteins purified for in vitro assays. Model compounds were chemically synthesized as possible substrates of AntI and were used for in vitro assays. Here, it was revealed that the CoA ligase AntG played an essential role in the activation of the ACP AntF. Furthermore, a chain shortening mechanism by the hydrolase AntI was identified and was further confirmed by in vitro assays using model compounds. Additionally, this chain shortening mechanism was supported by homology based structural modeling of AntI.
Xenorhabdus and Photorhabdus are bacterial genera that live in symbiosis with entomopathogenic nematodes of the genera Steinernema and Heterorhabditis, respectively. These nematodes infect insect larvae through the trachea and then enter the hemocoel. Once inside the hemocoel, the nematodes release the bacteria through their intestine. Thereafter, the bacteria become active and kill the larvae within 48 h. During this process, the immune system of the insect host is compromised by molecules produced and secreted by the bacteria. This illustrates that the bacteria possess not only a large arsenal of biological weaponry such as antibiotics and fungicides but also lipases, proteases, etc. Therefore, they are not only able to kill the insect but also protect the cadaver from other food competitors.
During the past decades, a large number of natural products have been identified from Xenorhabdus and Photorhabdus. However, the targets and functions for many of these biological molecules are still unknown. Therefore, the goal of the doctoral thesis is to elucidate the modes of action of these natural products from Xenorhabdus and Photorhabdus with the main focus on non-ribosomal peptides (NRPs). The work can be divided into two parts. Initially, it starts with the synthesis of natural compounds and various chemically modified derivatives. Besides that, a number of peptides were synthesized for other projects to either verify their structures or quantify the amount produced by the bacteria. Then, secondary analysis methods are applied and provide additional insight into the modes of action of these compounds.
During the thesis, I carried out peptide synthesis either manually or with an automatic synthesizer system from Biotage. Here, the Fmoc-protecting group strategy was preferred in most cases. Natural products, such as silathride, xenoautoxin, phenylethylamide, tryptamide, rhabdopeptide, 3-hydroxyoctanoic acid, and PAX, were produced during this process. Furthermore, new peptide derivatives derived from synthetic NRPS approaches using the XU concept or SYNZIP were generated as standards.
Most of these natural compounds were experimentally verified by MIC tests (broth microdilution, plate diffusion) to be biologically active. For example, silathride, phenylethylamide, and tryptamide showed quorum quenching effects when tested against Chromobacterium violaceum. Initial results from collaborators (PD Dr. Nadja Hellmann/Mainz) showed that tryptamide and phenylethylamide interact with membrane or membrane proteins.
(R)-3-hydroxyoctanoic acid was synthesized to verify the molecule structure of phototemtide A, a cyclic lipopeptide with antiprotozoal activity. The rhabdopeptides are another class, which showed remarkable antiprotozoal effects. However, their mode of action was unknown. These compounds are relatively short peptide sequences, which contain hydrophobic residues, such as valine, leucine, or phenylalanine. Moreover, they possess N methylation, resulting in a rod-shaped highly hydrophobic structure. In this work, I synthesized eight new derivatives of rhabdopeptides for photo-affinity labeling (PAL). These molecules should react covalently under UV-light irradiation with the biological target of the peptides. In addition, these derivatives can be enriched in a pull-down assay using click chemistry. Afterward, analytic methods such as mass detection (proteome analysis) can be applied to elucidate the protein targets.
The PAX peptides derivatives are well-known to have anti-microbial activities and believed to be secreted into the environment by the producing bacteria. However, I found that the majority of these peptides are located in the cell pellet fraction and not in the supernatant. This has been shown through quantification using HPLC MS. New PAX derivatives were synthesized, which carry a moiety suitable for covalent modification using click-chemistry, therefore being functionalizable with a fluorescence dye. In collaboration with Dr. Christoph Spahn (Prof. Dr. Mike Heilemann group), we used confocal, as well as super-resolution microscopy, in particular, single-molecule localization microscopy (SMLM) to investigate the spatial distribution of clickable PAX molecules and revealed that they localize at the bacterial membrane. Furthermore, bioactivity assays revealed that the promotor exchanged X. doucetiae PAX mutants, which do not produce PAX molecules without chemical induction (hereby termed as pax-), were more susceptible to several insect AMPs tested. Based on these findings, a new dual mechanism of action for PAX was proposed. Besides the previously shown antimicrobial activity, these molecules with a positive net charge of +5 (pH = 7) would bind to the negatively charged bacterial surface. Hereby, the surface charge (typically negative) would be inversed resulting in a protective effect for Xenorhabdus against other positively charged AMPs. Furthermore, PAX was investigated as AMP against E. coli to study its antimicrobial mechanism of action. Here, the results show that PAX can disrupt the E. coli membrane at higher concentrations (> 30 µg/ml), enter the cytosol, and lead to reorganization of subcellular structures, such as the nucleoid during this process.
Another aspect of secondary analysis is the application of proteomic analysis. Therefore, I induced X. nematophila, X. szentirmaii, and P. luminescens with insect lysate. These samples were analyzed using HPLC-MS/MS (Q Exactive) together with a database approach (Maxquant/Andromeda). The results showed that in all strains the lipid degradation and the glyoxylate pathway were induced. This is in line with the given insect lysate diet, which mostly contained lipids. Moreover, several interesting unknown peptides and proteins were also upregulated and might get into the focus of future research.
Photorhabdus and Xenorhabdus are Gram-negative, entomopathogenic bacteria, living in endosymbiosis with the soil-dwelling nematode of the genera Steinernema and Heterorhabditis. The life cycle of these nematodes consists of non-feeding infective juvenile (IJ) stage, which actively searches for insects in the soil. After penetrating the insect prey, Photorhabdus and Xenorhabdus bacteria are released from the nematode gut. The bacteria proliferate and produce toxins to kill the insect. Photorhabdus and Xenorhabdus support nematode development throughout the life cycle and to get rid of food competitors by providing a wide variety of specialized metabolites (SMs). However, little is known about which SMs function as so called “food signals” to trigger the development process.
The IJs develop into adult, self-fertilizing hermaphrodites in a process called recovery, while feeding on cadaver and bacterial biomass. Heterorhabditis and Steinernema proceed to breed until nutrients are exhausted. Next generation IJs (NG-IJs) develop and leave the cadaver to search for another insect prey.
Photorhabdus and Xenorhabdus can be cultivated in defined medium under laboratory conditions. By placing IJs on a plate containing their respective bacterial symbiont, the complete life cycle of the nematodes can be observed in vitro. The in vitro nematode bioassay was used as a tool to investigate the development of the nematode.
The aim of this study was to find the food signals responsible for nematode development. Different Photorhabdus deletion strains unable to produce one or several SMs were co-cultivated with nematodes in the nematode bioassay. Subsequently, two aspects of the life cycle were investigated: recovery and NG-IJ development.
As isopropyl stilbene (IPS) is postulated to function as a food signal to support nematode recovery, it was used as a starting point for investigations. This study was focused on the biosynthetic pathway of IPS, including intermediates, side products and derivatives to investigate which one is in fact responsible for supporting nematode development.
The biosynthesis of IPS requires two precursors, phenylalanine and leucine (Figure 5). The first topic was focused on the phenylalanine derived pathway. Photorhabdus laumondii deletion mutants, defective in intermediate steps of this pathway, were created. The deletion of the genes coding for the phenylalanine ammonium lyase (stlA), converting phenylalanine into cinnamic acid (CA), the coenzyme A (CoA) ligase (stlB) and the operon coding for a ketosynthase and aromatase (stlCDE), were used. These strains were used for nematode bioassay including complementation of mutant phenotypes by feeding experiments. Recovery of nematodes grown on the deletion strains was always lower than recovery of nematodes grown on wild type bacteria. Feeding IPS to a deletion strain did not restore wild type level nematode recovery, thus IPS cannot be the food signal. Instead, the food signal must be another compound derived from this part of biosynthetic pathway. Lumiquinone and 2,5-dihydrostilbene are suggested to function as food signals and need to be investigated in future work.
The second part of this study was focused on the leucine derived pathway, which involved the Bkd complex forming the iso-branched part of IPS. A deletion of bkd was created and phenotypically analysed, subsequently performed with the nematode bioassay. Not only IPS but also other branched SMs, like photopyrones and phurealipids are synthetised by the Bkd complex. Deletions strains defective in producing photopyrones and phurealipids were also performed in nematode bioassays to investigate effects of these SMs individually. Branched SMs did not have an impact on nematode development, but nematodes grown on the ΔbkdABC strain showed a reduced nematode recovery and almost diminished NG-IJs development. As the Bkd complex also produces branched chain fatty acids (BCFAs), feeding experiments were performed with lipid extracts of wild type and mutant strain. All lipid extracts improved recovery, but only wild type lipids could complement NG-IJ development. This strongly indicates that BCFAs play an important role in NG-IJ development, which needs to be proven with purified BCFA feeding. This is an interesting finding, which could improve nematode production for biocontrol agent usage.
The role of IPS derived to epoxy stilbene (EPS) for nematode development, was another focus in the nematode life cycle. Recently it was demonstrated that EPS does not support nematode development. However, EPS forms adducts with amino acids. In my thesis, novel adducts containing the amino acid phenylalanine or a tetrapeptide were characterized. Another adduct, most likely being an EPS dimer, was also characterized. The biological role of such adducts was discussed to be potentially important for insect weakening and the structure of the novel compounds need to be structure elucidated and tested for bioactivity.
In den vergangenen Jahren haben ökologische Fragen in der Naturstoffforschung mehr und mehr an Bedeutung gewonnen. Naturstoffe bilden dabei einen wichtigen Aspekt in der Aufrechterhaltung symbiotischer Systeme.
Symbiosen stellen eine der treibenden Kräfte der Evolution dar. Diese artenübergreifende Interaktion zweier Organismen ermöglicht die Evolution in wechselseitiger Anpassung, wobei per Definition in die Kategorien Mutualismus, Kommensalismus und Parasitismus unterschieden wird. Teilweise führt die obligatorische Abhängigkeit eines Organismus zum partiellen Merkmals- und Stoffwechselwegverlust, der durch seinen Symbiose-Partner kompensiert wird. In den meisten Fällen stellt Symbiose ein komplexes Netzwerk aus mehr als zwei Lebewesen dar.
Diese Arbeit beschreibt die Anwendung der Klonierungsmethode ExRec ("overlap extension PCR-yeast homologous recombination") für die vereinfachte Bereitstellung von Naturstoffen. Es konnte ein 45 kb großes Gencluster erfolgreich kloniert und zwei neue Peptide Ambactin und Xenolindicin aus Xenorhabdus charakterisieren werden, wobei letztgenanntes von einem stillen Gencluster stammt. ExRec stellt eine sehr effiziente und wichtige Methode für die Klonierung großer Gencluster als auch für die Klonierung aus Metagenombibliotheken und RNA Pools dar...
Die hier vorliegende Dissertation befasst sich mit der Synthese von Naturstoffen aus Xenorhabdus und Photorhabdus spp. Da 6,0 - 7,5% ihres Genoms Sekundärmetabolit Clustern zuzuordnen sind, gelten diese entomopathogenen Bakterien als vielversprechende Naturstoffproduzenten. Die Palette der von ihnen produzierten Naturstoffe reicht von Antibiotika über Insektizide bis hin zu potentiellen Zytostatika. Die im Rahmen dieser Arbeit synthetisierten und charakterisierten Substanzen lassen sich in vier Kategorien einteilen: kleine Sekundärmetabolite (Phurealipide), zyklische Makrolaktame (Xenotetrapeptide, GameXPeptide und Ambactin), zyklische Makrolaktone (Szentiamide, Xentrivalpeptide und Xenephematide) und methylierte lineare Peptide (Rhabdopeptide und Rhabdopeptid-ähnliche Moleküle).
The early-diverging oomycetes contain a large number of holocarpic obligate parasites of diatoms, algae, aquatic phycomycetes, and invertebrate animals. These organisms are diverse and widespread. However, taxonomic placement most of the early-diverging oomycetes remains provisional and unresolved, since many have not been sequenced and studied for molecular phylogeny. Here, we report the taxonomy and phylogeny of several holocarpic oomycetes that we have rediscovered and newly classified, including several new species combinations. Phylogenetic reconstructions revealed that the type species of genus Ectrogella (E. bacillariacearum) is a member of the early-diverging Saprolegniales, while the type species of Olpidiopsis (O. saprolegniae) and Pontisma (P. lagenidioides) grouped within the early-diverging lineage of oomycetes forming distinct clades. Since the monophyletic red-algae parasitoids are unrelated to the Olpidiopsis, these were reclassified to the genus Pontisma, while genus Diatomophthora was introduced to accommodate all the diatom parasitoids that were previously assigned to Olpidiopsis. In addition, four new oomycete parasitoids, Miracula helgolandica, Miracula moenusica, Diatomophthora drebesii and Olpidiopsis parthenogenetica and a single rediscovered species, Diatomophthora gillii, are also classified here, including eight new species combinations of red-algae parasites (Pontisma bostrychiae, P. heterosiphoniae, P. muelleri, P. palmariae, P. porphyrae, P. pyropiae) and diatom parasitoids (Diatomophthora drebesii, D. gillii). The results obtained in this study have further improved the resolution and expanded the knowledge on the phylogeny of the earlydiverging oomycetes, leading to the establishment of three new orders (Miraculales, Diatomophthorales, Pontismatales) and one order (Anisolpidiales) being reintroduced.