Yellow polyketide pigment suppresses premature hatching in social amoeba
Edited by Wilfred van der Donk, University of Illinois at Urbana–Champaign, Urbana, IL; received September 2, 2021; accepted August 12, 2022
Significance
Social amoebae are ideally suited for studying the transition from unicellularity to multicellularity. Interestingly, their genomes contain a large number of polyketide biosynthetic genes. Although many of the corresponding natural products are speculated to be involved in orchestrating this transition, little is known about either their structures or functions. Here, we isolate and characterize the polyketide synthase–derived polyketide, a deep-yellow pigment, which prevents premature hatching of amoebal spores. This study provides a robust approach to study polyketides in their physiological and ecological context.
Abstract
Low-molecular-weight natural products from microbes are indispensable in the development of potent drugs. However, their biological roles within an ecological context often remain elusive. Here, we shed light on natural products from eukaryotic microorganisms that have the ability to transition from single cells to multicellular organisms: the social amoebae. These eukaryotes harbor a large number of polyketide biosynthetic genes in their genomes, yet virtually none of the corresponding products can be isolated or characterized. Using complementary molecular biology approaches, including CRISPR-Cas9, we generated polyketide synthase (pks5) inactivation and overproduction strains of the social amoeba Dictyostelium discoideum. Differential, untargeted metabolomics of wild-type versus mutant fruiting bodies allowed us to pinpoint candidate metabolites derived from the amoebal PKS5. Extrachromosomal expression of the respective gene led to the identification of a yellow polyunsaturated fatty acid. Analysis of the temporospatial production pattern of this compound in conjunction with detailed bioactivity studies revealed the polyketide to be a spore germination suppressor.
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Microbially produced natural products, i.e., low-molecular-weight compounds, are both structurally and functionally highly diverse. While they are indispensable in drug development, quite often their ecological roles remain elusive. However, this knowledge is crucial to better understand how microorganisms orchestrate processes within the cell or with their environment. On the other hand, this information can guide us toward potentially novel and useful applications of these molecules.
Much of the focus in identifying new microbial natural products lies on bacteria and fungi: both are exquisite producers of bioactive natural products. In fact, these organisms have allowed scientists to generate a repertoire of life-saving antibiotics, anticancer agents, and immunomodulators, to name but a few. The advent of powerful genome sequencing techniques has revealed that many other microorganisms also bear a great biosynthetic potential that should be examined for structural novelty. The structural diversity and, even more important, the functional diversity of many of these metabolites is almost entirely obscure. Slime molds or social amoebae are such an example for which genome analyses have predicted the presence of a huge biosynthetic potential (1). The most prominent social amoeba is the model organism Dictyostelium discoideum, a ubiquitous inhabitant of soil and leaf litter. In its vegetative form, the motile, amoeboid cell feeds on bacteria until the food source is depleted. Upon starvation, the amoebae migrate toward an aggregation center, initiating a complex cellular differentiation process. The latter is primarily orchestrated by extracellular gradients of cyclic adenosine monophosphate, eventually leading to aggregative multicellularity of approximately 105 cells generating a fruiting body. These macroscopic objects consist of a basal plate and a stalk, on top of which a spore-containing sorus is located (Fig. 1A) (2, 3).
Fig. 1.

It is not surprising that a microorganism that displays such a complex life cycle may use natural products to mediate and coordinate these processes (4, 5) and, in addition, to fine-tune the interactions with its environment (6). The genome of D. discoideum was sequenced in 2005, and this major achievement enabled subsequent bioinformatics analyses (7). Although the occurrence of natural products in this setting is plausible, the total number of bioinformatically predicted natural product–generating genes is staggering. Nine full-length terpene synthase (TPS) genes have been identified, all of which are expressed during the multicellular stages of the organism. The products of some TPSs can be detected in the volatile bouquet of D. discoideum during development (8, 9). Terpenes of D. discoideum are suggested to be involved in signaling processes during development, but they may also act as chemoattractants for distributors or as repellents for predators of D. discoideum (10). In addition to these TPS genes, a total of 40 putative polyketide synthase (PKS) genes have been identified (11). These genes are distributed over all six chromosomes in the amoeba’s genome, including five pseudogenes, in which the open-reading frame is interrupted by stop-codons (SI Appendix, Table S1).
Polyketides are natural products composed of acetate units, and their biosynthesis resembles that of fatty acid synthesis although many PKS-derived metabolites are not fully reduced. D. discoideum’s PKSs belong to the group of type I iterative PKSs, which are large multimodular proteins, with each domain being reused in a cyclic fashion. There are two exceptions—StlA and StlB—where a type III chalcone synthase domain is fused to the C terminus of the iterative type I PKS. So far, these kind of hybrid PKSs are exclusively found in cellular slime molds. Polyketides derived from these hybrid PKSs are the only chemically and functionally characterized polyketides in D. discoideum so far. For instance, 4-methyl-5-pentylbenzene-1,3-diol, the product of StlA, is involved in signaling pathways during aggregation as well as during spore maturation (12–14), whereas StlB is required for the synthesis of differentiation-inducing factor I (SI Appendix, Fig. S1). The latter induces prestalk and stalk cell differentiation and it is involved in the basal disk development of the fruiting body (15–20).
Recently, we have used D. discoideum as a chassis for the expression of native and cognate plant PKS genes (21), but the majority of its own polyketides are still undiscovered, probably due to the minute production rates of these metabolites under various laboratory culture conditions. In this work, we describe an approach to access and functionally characterize these difficult-to-isolate polyketides. The dictyodenes are previously unknown polyketides of D. discoideum that are involved in the maintenance of spore dormancy within the sori of mature fruiting bodies. Hence, we both access otherwise hidden structural diversity and shed light on the role of these molecules within the transition from single-celled eukaryotes to multicellular associations.
Results and Discussion
Temporospatial Expression of a Polyketide Synthase.
With more than 40 pks genes in the genome of D. discoideum, we had to devise a strategy to prioritize them for subsequent analyses. To this end, we grouped selected pks genes according to their transcriptional profiles (22) during the development from single cells to the multicellular fruiting body (Fig. 1A). Analysis of these data allowed us to infer developmental stage–specific functions and also to estimate relative production levels of certain polyketides. Taken together, it seems that all investigated pks genes except for pks16 were only poorly transcribed in vegetative cells, but increasingly so during development. While some were activated at early stages such as multicellular aggregation or slug formation, most of them exhibited their highest transcriptional levels at the end of the developmental cycle, when fruiting bodies are formed. The transcription profile of the gene coding for PKS5 resembled that for stlB, both of which belong to the class of pks genes transcribed in mid- to late development (Fig. 1A). They displayed a slight increase in transcription during the slug stage and peaked later during fruiting body formation. In addition, the amount of pks5 transcript even exceeded that of stlB at the end of the developmental cycle. We thus focused on pks5 because we anticipated that it may be involved in the multicellular development and/or formation of spores. The molecular mechanisms of both processes are still not fully understood.
In order to visualize the tissue- and time-specific transcription levels of pks5 (Fig. 1), we fused its promoter region with the gene encoding the red fluorescent protein (RFP) and integrated this reporter construct into an extrachromosomal expression vector. Upon introduction of this plasmid into wild-type (WT) D. discoideum AX2, we analyzed the temporospatial occurrence of fluorescently labeled cells during the transition from vegetative cells to fruiting bodies. The first accumulation of fluorescence was detected during the slug stage. In this phase, the cells were already differentiated and were found in distinct areas of the slug (Fig. 1B). Cells exhibiting pks5 promoter-driven fluorescence were located in the broad tip region with few interspersed fluorescent cells in the remainder of the slug. These slug cells colocalized with prestalk cells, in particular those that later on develop into the upper and lower cup region of the mature sorus (Fig. 1B). With progressing development, the fluorescent signals could indeed be detected in these defined regions (Fig. 1B). In mature fruiting bodies, the fluorescence remains at the tip of the sorus and in parts of the stalk, but with aging of the fruiting bodies, fluorescent cells from the upper and lower cup regions scatter throughout the whole sorus (Fig. 1B and Video S1). Since RFP expression was only detectable in few mature spores (SI Appendix, Fig. S2), we concluded that spores do not express pks5 within the sorus. Hence, the expression of pks5 is predominant in the regions of cup cells during the multicellular development of D. discoideum and since PKS5 does not contain an N-terminal leader sequence, we conclude that upper and lower cup cells of the sorus are solely responsible for the synthesis of the respective metabolite of PKS5. This finding confirmed a study in which the transcriptome of all cell types of the fruiting body of D. discoideum were examined by RNA sequencing (RNAseq), showing that the transcript of pks5 was solely detected in cup cells (23).
Video S1.
pks5 promoter driven RFP expression during late-stage development. Time lapse video shows the late development process of amoebae transfected with pks5:RFP reporter construct 20 h after onset of starvation. Fluorescent signal appears in the cup cell region of the maturing sorus and in parts of the stalk, and remains there until 48 h timepoint. Further cells insight the sorus start to express RFP after fruiting body has fully developed.
Inactivation of the pks5 Gene in D. discoideum.
In order to analyze the effect of the production of the polyketide generated by pks5, a gene inactivation mutant was created using CRISPR-Cas9 editing. The required guide RNA (gRNA) had to be carefully designed, since coding regions of pks genes are extremely similar; for instance, the nucleotide sequence identity between pks5 and pks7 is approximately 88%. Sequencing of the edited region of single mutants revealed that 87% of them had alterations within their nucleotide sequence, but only 35% thereof resulted in an interruption of the open reading frame due to a frame shift and premature stop-codons (Fig. 2A). The observed mutagenesis frequency was in good agreement with published data for CRISPR-Cas9 editing in D. discoideum (24). We used three independent pks5− mutants of D. discoideum AX2 exhibiting different alterations within the edited region for subsequent analyses (SI Appendix, Fig. S3).
Fig. 2.

Phenotype of pks5− Mutants.
All pks5− mutants developed normally when compared with WT in terms of timing and morphology of the developmental stages, although the sori of the mutants lost most of their yellow color (Fig. 2A). To ensure that the color loss was a direct result of pks5 inactivation, we complemented pks5− mutants using two different methods. First, we inserted the gene coding for PKS5 into an extrachromosomal expression vector under the control of a constitutively active actin15 promoter and subsequently transfected the pks5− mutants with this expression construct, resulting in a pks5-overexpressing (pks5-oex) rescue strain (pks5−[pks5-oex]). Second, for a genetic reversion of the pks5− mutant, the interrupted reading frame of pks5 was reconstituted by CRISPR-Cas9, yielding the pks5− rescue mutant. This was done by cotransfecting a single-stranded oligonucleotide (ssOligo) with the sequence coding for PKS5 and the overlapping sequence up- and downstream of the Cas9 cutting site together with the gRNA-containing CRISPR-Cas9 vector. To distinguish the reconstituted PKS5 coding sequence from the WT sequence, we introduced silent mutations in the ssOligo, leaving the amino acid sequence of PKS5 unaffected (Fig. 2A). Whereas extrachromosomal complementation has been the method of choice for rescuing the phenotype of a knockout mutant, CRISPR-Cas9 now allows for onsite reconstitution of the disrupted gene. These two methods allow one to discern between unwanted phenotypes resulting from either polar effects or off-target mutations, respectively.
For the WT, the yellow coloration of the sori intensified over time, while the sori of the pks5− mutants remained almost colorless (Fig. 2A). In addition, the sori of many fruiting bodies of pks5− mutants had a glassy appearance due to the absence of the yellow pigment. The pks5−[pks5-oex] rescue strain had a yellow sorus; however, the basal plate and stalks also showed a yellow coloration. This can be explained by the strongly increased expression levels of pks5 compared to WT resulting from the strong, constitutively active actin15 promoter. Consequently, in the complemented strain, the coloration did not increase with the age of fruiting bodies. The reappearance of the yellow pigment and its time-dependent accumulation in the spores of the genomically reconstituted pks5− rescue mutant clearly showed that the PKS5-derived metabolite is dominantly responsible for the coloring of spores of D. discoideum (Fig. 2A). Its identity as a pigment and the slight up-regulation of pks5 transcription during aggregation and the slug stage of the amoeba prompted us to compare the phototactic response of slugs of WT and the pks5− mutant. Identical behavior of slugs of both strains in terms of timing and movement toward a light source revealed that the pigment does not seem to be involved in developmental phototaxis (Video S2). The highest amount of pks5 transcript in published RNAseq data (22) was detected at the end of the developmental cycle when fruiting bodies are formed, and pks5 promoter-driven fluorescence in the sorus was maintained at least for 48 h after completion of the cycle, correlating with the intensity of yellow color in aging fruiting bodies (Fig. 1 and Video S1 and Fig. 2A). We postulated that the biological function of the metabolite of PKS5 may correlate with reproduction traits, such as spore production. Although the number of spores did not differ significantly in the absence of PKS5 (SI Appendix, Fig. S4), we observed a number of empty spore coats within the sori of the pks5− mutant (Fig. 2B), which may indicate disturbed spore dormancy as a result of the absence of a PKS5-derived metabolite.
Video S2.
Phototaxis of WT and pks5- cells. Recording of time lapse video was performed with amoebae inoculated onto charcoal agar. After aggregation, slugs of both strains move towards the lateral light source.
To monitor metabolic differences between the pks5− mutant and WT, we applied a liquid chromatography mass spectrometry (LCMS)–based comparative metabolomics approach. To this end, fruiting body extracts of both strains were subjected to high-resolution (HR-)LCMS analysis, and the differential production of metabolites was analyzed using XCMS and the CAMERA package for R (25–28). The initial significance criteria chosen were as follows: log2 fold-change +/−4, P < 0.01. Using these criteria, a large number of metabolites were differentially regulated in the mutant (Dataset S1). In the positive detection mode, a total of 5,401 features were identified, out of which 12 were up-regulated and 297 were down-regulated, and in the negative detection mode, 1,915 features were identified with 22 up-regulated and 332 down-regulated (Fig. 3A). This indicated a shift toward a lower metabolic load and demonstrated that the full metabolic bouquet of the fruiting body requires pks5 expression. Among all down-regulated features, many were actually absent in the pks5− mutant, which may indicate a broader PKS5 product palette of downstream derivatives. In a combination with a cluster analysis, in which absent features were grouped by annotated isotope peaks and adducts and then weighted by the highest mean ion intensity in WT samples, the number of possible candidates for PKS5 products was further reduced to a total of 10 (Fig. 3B). However, their low abundance in fruiting bodies as well as the overall large number of differentially regulated metabolites rendered an unambiguous identification of a direct product from PKS5 difficult.
Fig. 3.

Identification of Dictyodenes.
The elution profile of most of the compounds absent in the pks5− mutant pointed to a rather lipophilic class of molecules. However, the small production titers of the metabolites strongly hampered the isolation of individual promising candidates. To increase the production levels of the elusive PKS5-derived metabolites, we overexpressed the encoding gene in WT D. discoideum under the control of a constitutive actin15 promoter using an extrachromosomal expression vector. The pks5 overexpression (pks5-oex) strain indeed showed increased pigment production as fruiting bodies overall appeared even more yellow than the WT. In addition to the sori of the pks5-oex fruiting bodies, the stalks, basal plates, and surrounding media also showed a yellow pigmentation (Fig. 4A).
Fig. 4.

Following the extraction of pks5-oex vegetative cells, yellow compounds exhibiting an absorption maximum at 400 nm could be detected by high-performance LC (HPLC) analysis but were absent in the pks5− mutant or the WT (Fig. 4B). HR-MS analysis revealed a series of peaks with m/z = 301.1795 [M+H]+, suggesting the presence of structural isomers of the same family of compounds (SI Appendix, Fig. S5). The differential metabolome analysis showed a compound with an identical mass present in the fruiting bodies of the WT but not in those of the pks5− mutant (SI Appendix, Fig. S6).
In order to obtain the PKS5-derived metabolites in sufficient amounts for structure elucidation, we cultured 5 L pks5-oex strain in a stirred bioreactor and purified the main metabolites by preparative reverse-phase (RP)-HPLC (SI Appendix, Fig. S7). Structure elucidation using NMR spectroscopy revealed these compounds to be polyunsaturated long-chain fatty acids (C18) containing a hydroxyl group at C17, as well as a methyl group in either the α- or γ-position (SI Appendix, Fig. S8). The newly identified molecules were named dictyodene A (1) and B (2), respectively (Fig. 4C). The biosynthetic origin of these two compounds is consistent with a polyketide pathway, with the methyl group being introduced by a methyltransferase. Analysis of the architecture of PKS5 indeed predicts the presence of a functional methyltransferase (7). The absolute configuration of the hydroxyl group was identified as R by Mosher–ester analysis (29, 30) (SI Appendix, Fig. S9).
Differential metabolome analysis indicated the presence of minor PKS5-derived compounds that are structurally related to dictyodenes A and B. These compounds displayed similar UV absorption profiles and were produced in higher amounts in pks5-oex fruiting body extracts (SI Appendix, Fig. S10). Although the isolatable amounts of these compounds were very low, we were able to determine the structure of one compound (9) by a large-scale fruiting body cultivation. Analytical data based on NMR spectroscopy (SI Appendix, Fig. S8), tandem MS/MS (SI Appendix, Fig. S11), and Marfey’s analysis (SI Appendix, Fig. S12) agreed with a condensation product of isoleucine and dictyodene A. In addition, the presence of a methylated alanine condensation product with dictyodene A or B seems plausible based on the interpretation of MS/MS data.
Hence, we provide evidence that the dictyodenes present in the sori of D. discoideum are likely the yellow pigments, which were reported more than half a century ago. In these earlier studies, the yellow pigment was found to be enriched in ethanolic extracts of fruiting bodies and proposed to be an acidic ζ-carotenoid according to preliminary chemical analyses (31). Indeed, the published ultraviolet-visible absorption spectrum matches that of the dictyodenes with absorption maxima at λ = 396 nm and 374 nm for dictyodene B and its putative shunt product 4 (m/z = 275.1638 [M+H]+), respectively (SI Appendix, Fig. S13). The previous structural misassignment of these compounds may be explained by the presence of seven conjugated double bonds in both our revised structures and the presumed carotenoids. We thus provide conclusive evidence that the prominent yellow pigment within the sori of D. discoideum indeed belongs to the family of long-chain unsaturated fatty acids produced by a PKS.
Polyenes are ubiquitous in all domains of life, and their biological functions range from scavenging reactive oxygen species, light sensing, and biofilm formation to cytotoxic and antibiotic activities (32, 33). It seemed plausible that compounds that strongly absorb light may confer photoprotective properties to the amoebal spores. When analyzing the impact of UV light irradiation of fruiting bodies on spore viability, even a broad range of irradiation between 1,000 and 3,000 J/cm2 did not cause any difference in spore viability between WT and the pks5− mutant (SI Appendix, Fig. S14). We also did not find any major antibiotic activities when testing the purified dictyodenes against a selection of bacteria and fungi, except moderate inhibition of the basidiomycete yeast Sporobolomyces salmonicolor (SI Appendix, Fig. S15).
Dictyodene B Prevents Germination of Spores.
Because the absence of yellow sorus pigmentation was correlated with the occurrence of empty spore coats within the sori of the pks5− mutant, we concluded that these coats may result from prematurely hatched spores. To assess whether hatching in the sorus was suppressed by dictyodenes, we treated WT spores with different concentrations of dictyodene B and with a mixture of all dictyodene derivatives. The mixture of dictyodene derivatives was obtained by combining all compounds with characteristic absorption at λ = 400 nm found in extracts of 4-day-old fruiting bodies of pks5-oex (SI Appendix, Fig. S10). Treatments with the purified compound and the mixture in nutrient-rich HL5 medium resulted in a dose-dependent inhibition of germination when compared to untreated spores. Notably, spores remained viable upon treatment with dictyodene B (SI Appendix, Fig. S16), supporting the function as a germination inhibitor. Complete inhibition of germination was neither achieved with dictyodene B alone nor with the mixture of all dictyodene derivatives (Fig. 4D). Germination of ∼50% of the spores was inhibited at a concentration of 58 μg/mL dictyodene B. Both metabolite 9 and the mixture of dictyodenes displayed lower inhibitory activity than dictyodene B, indicating that the latter is the dominant inhibitor within this class of molecules (SI Appendix, Fig. S17). Interestingly, on vegetative cells, dictyodene B was shown to decrease the proliferation rate with a half maximal inhibitory concentration (IC50) of 4.7 μg/mL (SI Appendix, Fig. S18), although without killing the cells. Since vegetative amoebal cells are not present in the sorus of fruiting bodies, this phenomenon affects neither the physiology nor the ecology of D. discoideum.
The first documentation of the yellow pigment of D. discoideum and its developmental production profile, as well as its tight association to the spore-containing sorus, encouraged the authors to propose a reproductive function (31). Since then, several germination inhibitors of D. discoideum have been described, all of which were isolated from the spore masses. The cytokinin discadenine (3-(3-amino-3-carboxypropyl)-N6-Δ2-isopentenyladenine) is capable of inhibiting germination at concentrations of 0.14 μg/mL. Although discadenine can be chemically synthesized, the corresponding discadenine synthase has so far not been identified (34). Another germination inhibitor is N,N-dimethylguanosine; however, this compound is less potent than discadenine (35). In addition, high concentrations of ammonium phosphate within the sori of D. discoideum also inhibit spore germination in vitro (36).
Inhibition of premature germination is necessary to ensure the dispersal and eventually the survival of social amoebae. Multifactorial mechanisms of sensing environmental changes and subsequently activation of germination under favorable conditions have thus to be ensured. In the case of ammonium phosphate and dictyodenes, the underlying sensing mechanisms may be related to concentration changes induced by the swelling or shrinking of the sori according to environmental humidity, or a result of sori bursting upon contact with any object.
Many organisms have dormancy stages within their life cycles, and these are often an integral part of their survival strategies. Temporally interrupted growth and restricted mobility are usually combined with a minimization of metabolic activity and, in case of spore formation, the buildup of a rigid envelope to protect the organism against harsh environmental conditions. Eventually, dormant organisms need to recognize and respond to signals associated with favorable conditions for subsequent reawakening. For example, the binding of amino acids or sugar to a spore surface receptor of endospores of Bacillus subtilis leads to hydrolysis of the peptidoglycan content of the spore cortex, followed by vegetative outgrowth of the cell (37). In some fungi, germination inhibitors are released by the parental mycelium to ensure a broader distribution of the spores (38–40) or, in case of the plant-pathogenic fungus Fusarium solani, the inhibitor is broken down upon contact with a host cell (34). Another mechanism is known as the “scout hypothesis” or stochastic germination, where a spontaneously activated individual cell secretes a quorum-sensing compound during growth-promoting conditions to resuscitate the rest of the dormant population (41). PKS-derived autoregulatory germination inhibitors can be found in Streptomyces species (42), such as germicidin A, which is produced during the germination process; its biological function is thought to keep a proportion of the cells in the dormant state in case the environment proves to be unfavorable or to coordinate germination in higher spore densities. In Aspergillus fumigatus, the production of a germination inhibitor is induced upon contact with the spore-forming bacteria Streptomyces rapamycinicus; however, this inhibitor is probably assigned to a defense strategy of the fungus, since it only affects the bacterial germination of specific Streptomyces species (43). These examples highlight the importance of a well-regulated transition between dormancy and germination. It is thus evident that a redundancy of germination inhibitors—one of which is dictyodene B—in D. discoideum is crucial for amoebae to ensure that the right time point to hatch is reached, which eventually guarantees successful spore dissemination.
Summary
In conclusion, our work provides a powerful approach for understanding the roles of polyketides in lower eukaryotes. We highlight that a combination of a CRISPR-Cas9 inactivation strategy, metabolome studies, and an overexpression system allows the identification of polyketides in social amoebae and to elucidate their physiological roles within the context of multicellularity. Whereas the presence of these molecules has been known for almost two decades, their minute production titers and tight regulation has strongly impeded any isolation efforts and understanding of the ecological impact of such metabolites. Initially, these cryptic genes were expected to be involved in cell signaling during multicellular development or as antibiotics. Our studies, however, show that these polyketides can act as an additional control unit to prevent premature germination and thus guarantee the dispersal of the organism and the correct timing of germination, which is crucial for survival and reproduction.
Materials and Methods
A detailed description of methods used in this publication can be found in SI Appendix.
Cultivation of D. discoideum and Plasmids.
D. discoideum AX2 cells were grown in HL5 complex medium (Formedium) supplemented with 1% (wt/vol) glucose at 22 °C in cell culture dishes or shaking flasks at 140 rpm. Selection of recombinant amoebae was performed by adding 20 μg mL−1 G418 (InvivoGen) to the cultivation medium. All oligonucleotides and strains used in this study are listed in SI Appendix, Tables S2 and S3, respectively. D. discoideum expression plasmids were obtained from the Dictybase Stock center (http://dictybase.org/StockCenter/StockCenter.html), and the D. discoideum all-in-one CRISPR-Cas9 vector pTM1285 was provided by NBRP Nenkin RIKEN Center for Biosystems Dynamics Research (https://nenkin.nbrp.jp).
Data, Materials, and Software Availability
The mzXML files used for the comparative metabolomics approach in this paper have been deposited in figshare (https://doi.org/10.6084/m9.figshare.19388387) (45). All other study data are included in the article and/or SI Appendix.
Acknowledgments
We thank A. Perner and H. Heinecke for mass spectrometry and NMR measurements and C. Weigel for performing antimicrobial assays. We thank M. Cyrulies, M. Steinacker, and J. Schönemann for their help with the fermentation and downstream processing of amoebal strains and P. Paschke for providing the D. discoideum expression plasmid pPI437. We are grateful for financial support from the Leibniz Association and the Werner Siemens-Stiftung (P.S.). This work was supported by the Deutsche Forschungsgemeinschaft (German Research Foundation) under Germany’s Excellence Strategy—EXC 2051—Project Number 390713860, Grant STA1431/2-1 (SIGMOSA), and CRC1127 (ChemBioSys, Project number 239748522). We acknowledge grants from the European Social Fund and the European Regional Development Fund with projects MiQWi (2015FGR0097, F.H.), SphinX (2017FGR0073, V.V.), HoWi (2019FGR0079, L.Reg.), and VITERAKT (2016FGI0018, F.H. and P.S.); the Leibniz Research Cluster in the frame of the Bundesministerium für Bildung und Forschung (BMBF) Strategic Process Biotechnology 2020+ (V.V.); and the BMBF funding program “GO-Bio initial” (FKZ161B097, F.H.).
Supporting Information
Appendix 01 (PDF)
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Dataset S01 (XLSX)
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Video S1
pks5 promoter driven RFP expression during late-stage development. Time lapse video shows the late development process of amoebae transfected with pks5:RFP reporter construct 20 h after onset of starvation. Fluorescent signal appears in the cup cell region of the maturing sorus and in parts of the stalk, and remains there until 48 h timepoint. Further cells insight the sorus start to express RFP after fruiting body has fully developed.
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Video S2
Phototaxis of WT and pks5- cells. Recording of time lapse video was performed with amoebae inoculated onto charcoal agar. After aggregation, slugs of both strains move towards the lateral light source.
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References
1
A. J. Heidel et al., Phylogeny-wide analysis of social amoeba genomes highlights ancient origins for complex intercellular communication. Genome Res. 21, 1882–1891 (2011).
2
W. F. Loomis, Cell signaling during development of Dictyostelium. Dev. Biol. 391, 1–16 (2014).
3
P. Schaap, Evolution of developmental cyclic adenosine monophosphate signaling in the Dictyostelia from an amoebozoan stress response. Dev. Growth Differ. 53, 452–462 (2011).
4
T. Araki, T. Saito, Small molecules and cell differentiation in Dictyostelium discoideum. Int. J. Dev. Biol. 63, 429–438 (2019).
5
R. Barnett, P. Stallforth, Natural products from social amoebae. Chemistry 24, 4202–4214 (2018).
6
Y. F. Saito, S. H. Miyazaki, D. G. Bartlem, Y. Nagamatsu, T. Saito, Chemical compounds from Dictyostelium discoideum repel a plant-parasitic nematode and can protect roots. PLoS One 13, e0204671 (2018).
7
L. Eichinger et al., The genome of the social amoeba Dictyostelium discoideum. Nature 435, 43–57 (2005).
8
X. Chen et al., Terpene synthase genes in eukaryotes beyond plants and fungi: Occurrence in social amoebae. Proc. Natl. Acad. Sci. U.S.A. 113, 12132–12137 (2016).
9
X. Chen et al., A terpene synthase-cytochrome P450 cluster in Dictyostelium discoideum produces a novel trisnorsesquiterpene. eLife 8, e44352 (2019).
10
X. Chen et al., Diversity and functional evolution of terpene synthases in dictyostelid social amoebae. Sci. Rep. 8, 14361 (2018).
11
J. Zucko et al., Polyketide synthase genes and the natural products potential of Dictyostelium discoideum. Bioinformatics 23, 2543–2549 (2007).
12
T. Saito et al., Identification of new differentiation inducing factors from Dictyostelium discoideum. Biochim. Biophys. Acta 1760, 754–761 (2006).
13
T. B. Narita, K. Koide, N. Morita, T. Saito, Dictyostelium hybrid polyketide synthase, SteelyA, produces 4-methyl-5-pentylbenzene-1,3-diol and induces spore maturation. FEMS Microbiol. Lett. 319, 82–87 (2011).
14
T. B. Narita, Z. H. Chen, P. Schaap, T. Saito, The hybrid type polyketide synthase SteelyA is required for cAMP signalling in early Dictyostelium development. PLoS One 9, e106634 (2014).
15
R. R. Kay, The biosynthesis of differentiation-inducing factor, a chlorinated signal molecule regulating Dictyostelium development. J. Biol. Chem. 273, 2669–2675 (1998).
16
C. R. L. Thompson, R. R. Kay, The role of DIF-1 signaling in Dictyostelium development. Mol. Cell 6, 1509–1514 (2000).
17
T. Saito, A. Kato, R. R. Kay, DIF-1 induces the basal disc of the Dictyostelium fruiting body. Dev. Biol. 317, 444–453 (2008).
18
C. S. Neumann, C. T. Walsh, R. R. Kay, A flavin-dependent halogenase catalyzes the chlorination step in the biosynthesis of Dictyostelium differentiation-inducing factor 1. Proc. Natl. Acad. Sci. U.S.A. 107, 5798–5803 (2010).
19
Y. G. Sato, H. N. Kagami, T. B. Narita, M. Fukuzawa, T. Saito, Steely enzymes are involved in prestalk and prespore pattern formation. Biosci. Biotechnol. Biochem. 77, 2008–2012 (2013).
20
A. E. Early, J. G. Williams, A Dictyostelium prespore-specific gene is transcriptionally repressed by DIF in vitro. Development 103, 519–524 (1988).
21
C. Reimer et al., Engineering the amoeba Dictyostelium discoideum for biosynthesis of a cannabinoid precursor and other polyketides. Nat. Biotechnol. 40, 751–758 (2022).
22
R. D. Rosengarten et al., Leaps and lulls in the developmental transcriptome of Dictyostelium discoideum. BMC Genomics 16, 294 (2015).
23
K. Kin, G. Forbes, A. Cassidy, P. Schaap, Cell-type specific RNA-seq reveals novel roles and regulatory programs for terminally differentiated Dictyostelium cells. BMC Genomics 19, 764 (2018).
24
R. Sekine, T. Kawata, T. Muramoto, CRISPR/Cas9 mediated targeting of multiple genes in Dictyostelium. Sci. Rep. 8, 8471 (2018).
25
C. A. Smith, E. J. Want, G. O’Maille, R. Abagyan, G. Siuzdak, XCMS: Processing mass spectrometry data for metabolite profiling using nonlinear peak alignment, matching, and identification. Anal. Chem. 78, 779–787 (2006).
26
C. Kuhl, R. Tautenhahn, C. Böttcher, T. R. Larson, S. Neumann, CAMERA: An integrated strategy for compound spectra extraction and annotation of liquid chromatography/mass spectrometry data sets. Anal. Chem. 84, 283–289 (2012).
27
R. Tautenhahn, C. Böttcher, S. Neumann, Highly sensitive feature detection for high resolution LC/MS. BMC Bioinformatics 9, 504 (2008).
28
H. P. Benton, E. J. Want, T. M. D. Ebbels, Correction of mass calibration gaps in liquid chromatography-mass spectrometry metabolomics data. Bioinformatics 26, 2488–2489 (2010).
29
J. Arp et al., Synergistic activity of cosecreted natural products from amoebae-associated bacteria. Proc. Natl. Acad. Sci. U.S.A. 115, 3758–3763 (2018).
30
J. A. Dale, H. S. Mosher, Nuclear magnetic resonance enantiomer regents. configurational correlations via nuclear magnetic resonance chemical shifts of diastereomeric mandelate, O-methylmandelate, and α-methoxy-α-trifluoromethylphenylacetate (MTPA) esters. J. Am. Chem. Soc. 95, 512–519 (1973).
31
S. O. Staples, J. H. Gregg, Carotenoid pigments in the cellular slime mold, Dictyostelium discoideum. Biol. Bull. 132, 413–422 (1967).
32
I. Johnston et al., Identification of essential genes for Escherichia coli aryl polyene biosynthesis and function in biofilm formation. NPJ Biofilms Microbiomes 7, 1–10 (2021).
33
P. S. Seibold, C. Lenz, M. Gressler, D. Hoffmeister, The Laetiporus polyketide synthase LpaA produces a series of antifungal polyenes. J. Antibiot. (Tokyo) 73, 711–720 (2020).
34
M. M. Aoki, R. J. N. Emery, C. Anjard, C. R. Brunetti, R. J. Huber, Cytokinins in dictyostelia—A unique model for studying the functions of signaling agents from species to kingdoms. Front. Cell Dev. Biol. 8, 511 (2020).
35
C. W. Bacon, A. S. Sussman, A. G. Paul, Identification of a self-inhibitor from spores of Dictyostelium discoideum. J. Bacteriol. 113, 1061–1063 (1973).
36
D. A. Cotter, A. J. Dunbar, S. D. Buconjic, J. F. Wheldrake, Ammonium phosphate in sori of Dictyostelium discoideum promotes spore dormancy through stimulation of the osmosensor ACG. Microbiology (Reading) 145, 1891–1901 (1999).
37
P. Setlow, Spore germination. Curr. Opin. Microbiol. 6, 550–556 (2003).
38
M. A. Sellin, An endogenous inhibition of spore germination in fungi. Trans. Br. Mycol. Soc. 46, 15–18 (1963).
39
L. Palm, R. D. Goos, Autoinhibition of conidium germination in an isolate of bipolaris. Mycologia 72, 937 (1980).
40
P. M. Robinson, D. Park, Volatile inhibitors of spore germination produced by fungi. Trans. Br. Mycol. Soc. 49, 639–649 (1966).
41
J. T. Lennon, S. E. Jones, Microbial seed banks: The ecological and evolutionary implications of dormancy. Nat. Rev. Microbiol. 9, 119–130 (2011).
42
F. Petersen, H. Zähner, J. W. Metzger, S. Freund, R. P. Hummel, Germicidin, an autoregulative germination inhibitor of Streptomyces viridochromogenes NRRL B-1551. J. Antibiot. (Tokyo) 46, 1126–1138 (1993).
43
M. C. Stroe et al., Targeted induction of a silent fungal gene cluster encoding the bacteria-specific germination inhibitor fumigermin. eLife 9, 1–20 (2020).
44
M. Stajdohar et al., dictyExpress: A web-based platform for sequence data management and analytics in Dictyostelium and beyond. BMC Bioinformatics 18, 291 (2017).
45
M. Günther et al., Yellow polyketide pigment suppresses premature hatching in social amoeba. Figshare. https://figshare.com/articles/dataset/Metabolomics_dataset_-_Dictyostelium_discoideum_fruiting_bodies_AX2_wildtype_and_pks5_inactivation_mutant/19388387. Deposited 5 October 2022.
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Copyright © 2022 the Author(s). Published by PNAS. This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND).
Data, Materials, and Software Availability
The mzXML files used for the comparative metabolomics approach in this paper have been deposited in figshare (https://doi.org/10.6084/m9.figshare.19388387) (45). All other study data are included in the article and/or SI Appendix.
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Received: September 2, 2021
Accepted: August 12, 2022
Published online: October 17, 2022
Published in issue: October 25, 2022
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Acknowledgments
We thank A. Perner and H. Heinecke for mass spectrometry and NMR measurements and C. Weigel for performing antimicrobial assays. We thank M. Cyrulies, M. Steinacker, and J. Schönemann for their help with the fermentation and downstream processing of amoebal strains and P. Paschke for providing the D. discoideum expression plasmid pPI437. We are grateful for financial support from the Leibniz Association and the Werner Siemens-Stiftung (P.S.). This work was supported by the Deutsche Forschungsgemeinschaft (German Research Foundation) under Germany’s Excellence Strategy—EXC 2051—Project Number 390713860, Grant STA1431/2-1 (SIGMOSA), and CRC1127 (ChemBioSys, Project number 239748522). We acknowledge grants from the European Social Fund and the European Regional Development Fund with projects MiQWi (2015FGR0097, F.H.), SphinX (2017FGR0073, V.V.), HoWi (2019FGR0079, L.Reg.), and VITERAKT (2016FGI0018, F.H. and P.S.); the Leibniz Research Cluster in the frame of the Bundesministerium für Bildung und Forschung (BMBF) Strategic Process Biotechnology 2020+ (V.V.); and the BMBF funding program “GO-Bio initial” (FKZ161B097, F.H.).
Notes
This article is a PNAS Direct Submission.
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Competing Interests
Competing interest statement: Methods and data on metabolite production are part of a patent application by C.R., J.E.K., V.V., and F.H.
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Yellow polyketide pigment suppresses premature hatching in social amoeba, Proc. Natl. Acad. Sci. U.S.A.
119 (43) e2116122119,
https://doi.org/10.1073/pnas.2116122119
(2022).
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