Summary
Bacteria sometimes hedge their survival bets by concurrently activating response circuits leading to different phenotypes in isogenic populations. We show that the cyanobacterium Nostoc punctiforme responds to UV-A by concurrently producing the sunscreen scytonemin and differentiating into motile hormogonia but segregating the responses at the filament level. Mutational studies show that a four-gene partner-switching regulatory system (hcyA-D) orchestrates the cross-talk between the respective regulatory circuitries. Transcription of hormogonium genes and hcyA-D is upregulated by UVA through the scytonemin two-component regulator (scyTCR), hcyA-D being directly involved in signal transduction into the hormogonium response and its modulation by visible light. The sigma factor cascade that regulates developmental commitment to hormogonia also upregulates hcyA-D transcription and strongly suppresses scytonemin synthesis through downregulation of the scyTCR itself. Through this complex bidirectional mechanism, Nostoc can concurrently deploy two fundamentally different UV stress mitigation strategies, either hunker down or flee, in a single population.
Subject areas: Molecular biology, Molecular Genetics, Microbiology
Graphical abstract
Highlights
-
•
Nostoc responds to UV-A by both producing sunscreen and differentiating hormogonia
-
•
The responses are, however, mutually exclusive at the single filament level
-
•
A novel 4-gene system (hcyA-D) orchestrates the regulation between the two responses
-
•
This affords Nostoc a bet-hedging means to both hunker down and flee UV-A stress
Molecular biology; Molecular Genetics; Microbiology
Introduction
Organisms in nature are subject to a wide range of often concurrent environmental stressors, and in response, adaptive strategies for sensing and responding to these environmental challenges have evolved at both the molecular and cellular levels. The classical paradigm of environmental stress response in bacteria consists of a molecular circuit that modulates cellular activity by exerting transcriptional, post-transcriptional, or post-translational control over processes relevant to the environmental stimulus (Gao and Stock, 2009; Magasanik, 1961). This model implies a one-to-one relationship between stress factor and stress response. In reality, even genetically identical populations of bacteria can exhibit phenotypic heterogeneity in response to a uniform environmental stimulus and yield differing responses from individual cells by a combination of genetically programmed and stochastic mechanisms (Ackermann, 2015; Smits et al., 2006). One evolutionary strategy that exploits phenotypic heterogeneity to increase population fitness is bet-hedging, wherein phenotypic diversity in an isogenic population allows for the population as a whole to enhance its combined probability of survival to environmental fluctuations that may be either too rapid to be addressed by genetic regulation, or for which the maintenance of separate, dedicated signal transduction systems would be too costly (Beaumont et al., 2009; Levy et al., 2012). This approach may be particularly useful to an organism subject to a simultaneous barrage, or a rapidly oscillating variety of environmental stressors (Ackermann, 2015; Holland et al., 2014a). A range of molecular mechanisms leading to phenotypic variation in an isogenic population have been identified that can be epigenetic, stochastic, and cell-cycle-based in nature (Avery, 2006; Raj and van Oudenaarden, 2008). Importantly, as subpopulations commit to diverging responses, they must regulate cellular functions in a manner consequent with that commitment.
Among microbes, cyanobacteria are particularly prone to radiative environmental insults in that their photosynthetic metabolism exposes them by necessity to solar radiation (Whitton and Potts, 2012). Many cyanobacteria are dominant in habitats characterized by high insolation (Potts, 1994; Revsbech and Jorgensen, 1983; van Gemerden, 1993), in which exposure to UV radiation (UVR) can bring about significant collateral damage, and have thus developed a suite of adaptations to mitigate its deleterious effects, including DNA and protein repair, behavioral avoidance of exposure by migration patterns, the synthesis of antioxidants, or the production of UV-absorbing sunscreens (Rastogi et al., 2014; Singh et al., 2010). While some of these seem to be universal among cyanobacteria, like DNA damage repair or specific replacements of the D1 protein in photosystem II (Rastogi et al., 2014), some are of restricted distribution. Only some cyanobacteria, for example, can produce the sunscreen scytonemin (Garcia-Pichel and Castenholz, 1991), a brownish-yellow lipid-soluble sunscreen that accumulates in the extracellular polysaccharide layer in response to UV-A (315–400 nm) exposure (Gao and Garcia-Pichel, 2011). This response is regarded as a passive adaptation particularly useful in cyanobacteria that endure periods of quiescence (Soule et al., 2007). By contrast, active behavioral responses based on photophobic responses to UV have only been described for filamentous, non-heterocystous cyanobacteria like Oscillatoria spp. (Nadeau et al., 1999) and Microcoleus spp. (Bebout and Garcia-Pichel, 1995). These two types of adaptations would seem to be mutually exclusive given this ecological niche separation. In other words, either the organisms hunker down and endure the insults, or they flee. Nostoc punctiforme has become the model organism to study scytonemin, as it is the only producer that is genetically tractable. Although N. punctiforme is sessile (i.e., non-motile) in its vegetative life stage, it is also capable of motility responses after undergoing a developmental cycle to form hormogonia, which are specialized short filaments that are characteristically motile and buoyant and that serve as a means for colony dispersal. Fluctuating nutrient or salt concentrations, diminishing light intensity, or the presence of symbiotic partners (Meeks et al., 2002) will all elicit in N. punctiforme the genetic expression patterns that lead to differentiation of motile hormogonia, which will “glide” to an area more conducive to growth and promptly de-differentiate into sessile primordia, and eventually into colonial vegetative forms (Meeks et al., 2002; Risser et al., 2014; Soule et al., 2009a). In general, the genus Nostoc is widely distributed in the terrestrial environment, from Antarctic valleys to arid deserts (Dodds et al., 1995), where it is often found as a symbiont to a variety of plants and fungi (Dodds et al., 1995; Meeks et al., 2001). During the establishment of symbiosis, N. punctiforme will differentiate into hormogonia in response to nutrient conditions and/or plant secondary messengers ( Campbell et al., 2008; Ekman et al., 2013).
Gene expression for both types of adaptations in Nostoc is tightly controlled. In the case of scytonemin, a canonical (Rajeev et al., 2011) two-component regulatory system (henceforth the scytonemin TCR or scyTCR) directly controls its downstream polycistronic biosynthetic operon (Soule et al., 2009b). The scyTCR is essential for scytonemin production (Naurin et al., 2016), and its histidine kinase contains chromophore-binding motifs; while the chromophore is unknown, it is likely responsible for sensing its environmental stimulus, UV-A radiation. Hormogonia differentiation requires several disparate cellular functions to work in concert, including a specialized type IV pilus system that provides the primary motive force to carry filaments along (Khayatan et al., 2015), gas vesicles to provide buoyancy in aqueous environments (Armstrong et al., 1983), the production of specific polysaccharide, as well as genes involved in reductive cell division such as ftsZ and ftsY (Gonzalez et al., 2019). Most of the hormogonia-related genes are co-regulated by a tripartite hierarchical sigma factor cascade (Gonzalez et al., 2019), consisting of sigma factors J, F, and C, that chaperone the RNA polymerase to their transcriptional targets (Davis et al., 2017).
Because UV-A radiation exposure in Nostoc can elicit a large number of presumably adaptive responses beyond scytonemin synthesis (Soule et al., 2013) for which the regulatory components are unknown, we began a survey of regulatory targets of the scytonemin TCR by RNA sequencing of scytonemin TCR deletion mutants under the hypothesis that its regulatory capacity might be more general than previously thought. Surprisingly, these analyses provided evidence for a regulatory cross-talk between hormogonia differentiation and scytonemin synthesis, which we explore further in this contribution.
Materials and methods
Strains and culture conditions
Mutant construction
In-frame deletion mutants ΔReg, ΔRR, ΔsigJ, ΔhcyA, and ΔhcyC were generated from their respective parent strain (N. punctiforme UCD 153 for ΔReg and ΔRR, N. punctiforme ATCC 29133 for ΔsigJ, ΔhcyA, and ΔhcyC) by homologous recombination as described in Cai and Wolk (1990). (Table 1) PCR primers were designed to amplify DNA upstream and downstream of the desired deletion site (1.0 kb–3.0 kb on each side) and containing overlapping sequences (Cai and Wolk, 1990; Cohen et al., 1994) (Table S1). PCR products were checked and cloned into carrier plasmid pRL278. Plasmids were introduced into the wild type by conjugation, and selected by a combination of antibiotic and sucrose counter selection markers, as explained in detail in the study by Gonzalez et al., (2019).
Phenotypic characterization
Scytonemin induction assays
Scytonemin production was induced by growing the strains in 15 × 100 mm glass Petri dishes under white light at 50 μmol photons m−2s−1 supplemented with a UV-A flux of 7.5 μmol photons m−2s−1 supplied by black-light fluorescent bulbs (General Electric) for 5 days at 21°C. For some experiments, as noted where applicable, white light was omitted. Scytonemin production was detected by microscopic observation first, using a Carl Zeiss Axioscope.A1 at 100× magnification and by HPLC on a Waters e2695 equipped with a Supelco Discovery HS F5-5 column connected to a Waters 2998 PDA UV-Vis diode array detector as described in the study by Klicki et al., (2018).
Standard Hormogonia induction assays
Hormogonia induction was carried out following the study by Khayatan et al., (2015): Nostoc strains were streaked onto agar-solidified medium supplemented with 5% sucrose and grown heterotrophically in the dark until punctate colonies formed. Colonies were then transferred to agar-solidified media lacking sucrose and exposed to 10 μmol photons m−2s−1 provided at a 90-degree angle. Formation of hormogonia was detected visually under the dissection scope. Plate motility assays were performed as previously described (Khayatan et al., 2015). This assay yields a massive differentiation involving the large majority of existing filaments.
Hormogonia/scytonemin co-induction was carried out on solid AA medium using aluminum foil-wrapped glass Petri plates provided with a side window, where the foil had been cut out, so that white light could enter at a 90-degree angle at an intensity of 10 μmol photons m−2s−1. UV-A radiation was concurrently delivered from a 2 cm2 top window that allowed for the entirety of the colony to be exposed to UV-A, after passing through a 400 nm cut-off short-pass optical filter (Edmund Optics) to remove any visible light produced by the UV-A bulbs. This was necessary because we found in pilot experiments that any additional vertically supplied visible light from the UV bulbs inhibited standard phototactic hormogonia induction. For analyses, scytonemin/hormogonia co-induction cultures were transferred from agar plates to microscope slides using a scalpel and photographed on a Carl Zeiss Axioscope.A1 at 1000× magnification using an Axiocam 105 color camera. They were inspected for morphologically identifiable hormogonia, and for the typical extracellular coloration imparted by scytonemin. UV-A exclusive hormogonia induction was carried out by plating strains from liquid cultures on to solid AA medium and incubating under UV-A irradiation without supplemental PAR for 48–96 h. Hormogonia spreading was quantified by measuring the area occupied by initial colony biomass and the area swept out by whisks of hormogonia using the Carl Zeiss Zen 3.1 software, subtracting the former from the latter, and dividing the difference by the initial biomass area. The absence of scytonemin in actively differentiated hormogonia was demonstrated by collecting cellular populations enriched in hormogonia as well as the vegetative colony from which they had radiated and extracting lipid soluble pigments in 100% acetone from each, respectively. Extracts were analyzed for the presence of scytonemin by HPLC as previously described. The scytonemin to chlorophyll a ratio as evidenced by HPLC peak area for three replicates of UV-A-induced hormogonia and vegetative cells as well as uninduced vegetative cells were compared via student’s T-tests. The enrichment of hormogonia versus vegetative cells in either population was verified microscopically by performing width measurements for 200 cells from each.
UV phototaxis induction was carried out on solid AA medium with wild type and mutant colonies supplied with UV-A irradiation through a short pass filter at a 25-degree angle. Directional colony spreading was observed microscopically.
Environmental fitness of N. punctiforme 29,133, ΔhcyA, and ΔhcyC was assessed by plating cells onto the center of a Petri dish filled with sterilized sandy desert soil and subjecting them to exclusive UV-A irradiation for 48 h. Plates were then moved to standard light conditions and hydrated periodically with sterilized water. Plates were photographed after 3 weeks of growth under standard light conditions.
RNA extraction, sequencing, and RNAseq analyses
Total RNA was extracted from appropriately incubated cultures (UV-A-induced or uninduced) of each test stain (wild type, ΔRR, and ΔReg) using previously described methods (Campbell et al., 2007a). Ribodepletion, cDNA synthesis, and subsequent RNA sequencing were performed at the Arizona State University Genomics Facility as follows. Four μg of total RNA was submitted to ribodepletion using the MICROBExpress Bacterial mRNA Enrichment Kit (Ambion). Directional cDNA libraries were synthesized using rRNA-depleted samples. Three libraries per strain were multiplexed and treatments sequenced independently on an Illumina NextSeq 500 using a v2 2x75 pair end kit sequenced generating 76 base pair reads, obtaining on average 9,773,321 ± 5,550,035 reads per sample, excluding 16 and 23S rRNA genes. Sequences were aligned and assembled to the Nostoc punctiforme PCC 73102 genome using Rockhopper (Tjaden, 2015) on default parameters independently for each replicate. Differential expression between mutants and UV treatments was calculated using the DEseq algorithm in Rockhopper (Tjaden, 2015). Given the roughly 6,000 non-rRNA genes in the N. punctiforme genome, only transcripts whose differential expression had a q-value (a false discovery rate corrected p value) of less than 10−15 were considered significant for downstream analyses. Contiguous genes of known function that exhibited similar degrees of differential expression were considered to be co-regulated. Reads per kilobase million for each gene from the Rockhopper output were square root transformed to accentuate expressional differences over a broader dynamic range. Heatmaps were constructed using Pheatmap (Kolde and Antoine, 2015)
Targeted analysis by RT-qPCR
Five-hundred ng of total RNA was used to synthesize cDNA using the Protoscript first-strand cDNA synthesis kit and random hexamer primers (New England Biolabs) according to manufacturer’s protocols. 1 μL of resulting cDNA was used as qPCR template. Transcripts were amplified using primer sets targeting specific genes as described in Table S1, using an ABI 7900 HT Real-time PCR system and PerfeCTa SYBR Fastmix according to manufacturer’s protocols. Transcript level was quantified in three technical replicates of each treatment using the 2−ΔΔCT method with expression normalized relative to rnpB as previously done by Gonzalez et al., (2019), and results averaged per treatment.
Bacterial adenylate cyclase two-hybrid assays
The bacterial adenylate cyclase two-hybrid assay (BACTH) was employed to probe protein-protein interaction between HcyC (Npun_F1684) and HcyA (Npun_F1682) with the putative phosphorylated serine residues replaced with alanine, as well as sigma factors C, F, and J. To construct a plasmid-encoding HcyC fused to the T25 fragment of Bordetella pertussis adenylate cyclase for bacterial adenylate cyclase two-hybrid (BACTH) analysis (Battesti and Bouveret, 2012; Karimova et al., 1998), the coding region gene was amplified via PCR and cloned into pKT25 as an XbaI-KpnI fragment using restriction sites introduced on the primers. BTH101 (adenylate cyclase-deficient) Escherichia coli strains transformed with appropriate plasmids were streaked onto Lysogeny Broth (LB) agar plates containing 100 μg/mL Ampicillin and 50 μg/mL Kanamycin, and incubated at 30 °C for 48 h. For each strain, 1 mL of LB containing 100 μg/mL Ampicillin, 50 μg/mL Kanamycin, and 0.5 mM Isopropyl β-D-1-thiogalactopyranoside (IPTG) was inoculated with several colonies from the plate, and cultures were then incubated overnight at 30°C with shaking at 230 rpm. Subsequently, 2 μL were taken from each overnight culture and spotted onto MacConkey agar plates containing 100 μg/mL Ampicillin and 50 μg/mL Kanamycin. Plates were incubated at 30°C for 48 h prior to imaging.
Results
Patterns in RNAseq expression analysis
The original intent of the present study was to identify ancillary regulatory targets of the scytonemin TCR. To this end, RNA sequencing was conducted on N. punctiforme UCD 153 (wild type) and derived scytonemin TCR (scyTCR) system mutants ΔRR lacking the AraC-type DNA-binding transcription factor that controls expression of the scytonemin operon and ΔReg lacking the putative UV-A-sensing PAS domain containing sensor histidine kinase, both under UV-A inductive conditions and in the absence of UV (non-induced). The expectations were that any genes under control of this TCR would show a relative downregulation in the mutants, and that the differences would be dependent on inductive (UV-A exposed) conditions. We found that out of the 6219 ORFs in the genome, 527 were statistically differentially expressed (q < 10−15) between wild type and either one of the two regulatory mutants under scytonemin-inductive conditions (Figure 1 and S2). Most of this response was seen in the double mutant rather than in the response regulator mutant, consistent with the crucial role of the histidine kinase in the photosensory response. Under non-inductive conditions, the number of differentially expressed ORFs between wild type and mutants was reduced by more than half, but not completely abolished, indicating that the scytonemin TCR can also exert regulatory control based on non-UV-A sensory inputs. Unexpectedly, we found a large group of genes (207 under UV-A induction and 132 in its absence) that were more intensely expressed in ΔReg than in the wild type. While most of these genes were annotated as hypothetical, one contiguous cluster (Npun_F0198 to Npun_F0237) included a heat shock protein HSP20, UV damage endonuclease, and manganese-containing catalase among other general stress response genes (Figure S2). These results would imply that scyTCR can act as an inhibitor, in addition to its known activator function, directly or indirectly, under conditions leading to scytonemin synthesis. Clearly, the regulatory reach, mode of action, and sensory versatility of the scyTCR go well beyond what was previously assumed. However, many of the presumptive target genes, while statistically significant, were either hypothetical proteins or annotated to an insufficient level to extract useful information.
As expected, expression of genes in the scytonemin operon (Npun_R1276–Npun_R1260) was virtually abolished in either one of the TCR deletion mutants under UV-A exposure (205- to 190-fold downregulation vs. the wild type), consistent with the results of Naurin et al., (2016). Furthermore, no statistical difference in expression between wild type and TCR deletion mutants was detected in the absence of UV-A (Figure 1), indicating the pure photosensory nature of its regulatory action on the scytonemin operon. Interestingly, the ebo gene cluster (Npun_R5231–Npun_F5236), which is essential for the synthesis of scytonemin as an intermediary export system to the periplasm (Klicki et al., 2018), did not exhibit differential expression between wild type and scytonemin TCR mutants (data available through NCBI SRA accession PRJNA728749), despite being demonstrably induced by UV-A exposure (Soule et al., 2009a). Thus, the ebo operon in Nostoc is likely under the control of a separate photoregulatory system.
Three other functional gene clusters (Figure 1) displayed conspicuous differential downregulation in the TCR mutants: one encoding gas vesicle proteins, another one, just downstream of it, coding for a variety of chemotaxis-related proteins (Npun_F2147 to Npun_F2164) and the pilM- Q cluster (Npun_F5005 to Npun_F5008) encoding type IV pilus system components (Gonzalez et al., 2019). All of these clusters are typically and exclusively expressed in Nostoc during the development of hormogonia. The level of wild-type expression for these clusters under UV-A induction was 3- to 4-fold higher than that in the uninduced wild-type cultures, showing that UV-A did play an inductive role in their expression. However, while the scy genes were downregulated very strongly (some 200-fold), these went down only by 5- to 6-fold with scyTCR deletion.
Finally, expression of a 4-gene cluster of putative, but unspecified, regulatory function (Npun_F1682–Npun_R1685) was also negatively affected by the deletion of the scytonemin TCR (2- to 3-fold; q = 10-15) under conditions of UV-A induction. This effect was not detected in uninduced cultures (q > 0.4), indicating that the scyTCR has a UV-A-dependent role in the promotion of their expression in the wild type, similar to the canonical effect on the scytonemin operon. Differential expression levels, however, were more in line with those seen in the hormogonia-related genes discussed above (Figure 1). The cluster contains a gene predicted to be an anti-sigma factor antagonist (henceforth hcyA), followed by a RsbU-like phosphatase (henceforth hcyB), an anti-sigma factor (henceforth hcyC), and a multi-sensor hybrid histidine kinase (henceforth hcyD).
UV-A as an environmental cue for hormogonia development
The preceding results showing the positive regulation by scyTRC of expression of typical hormogonia genes suggest that UV-A may function as an environmental cue to their differentiation. But no such reports existed in the literature. To test this, we exposed cultures of the wild type to standard UV-A radiation fluxes in the dark (i.e., with no visible light). Abundant hormogonia developed within a few days (Figure 2), whereas no hormogonia developed in controls without UV. However, if as little as 5 μmol m−2 s−1 of visible light was included in the assays, no hormogonia developed. While it is clear that UV-A acts as a stimulus of hormogonia development, their motility showed no phototactic directionality toward or away from UV (Figure S3).
Involvement of the hcyA-D cluster in UV-mediated hormogonia differentiation
The RNAseq results suggested that the scytonemin TCR may be responsible for a regulatory linkage between scytonemin production and hormogonia differentiation within the frame of a higher-order regulatory network, wherein the hcyA-D genes may be the key to this linkage. To probe for UV-A-dependent hormogonia-related phenotypes associated with these genes, in frame deletion knockouts (ΔhcyA and ΔhcyC) were constructed. Indeed, ΔhcyA displayed a decrease in hormogonia differentiation capacity relative to wild-type N. punctiforme (Figure 2) under UV induction assays, whereas ΔhcyC showed no such inhibition, while no significant effect on hormogonia differentiation under standard inductive conditions was observed between mutants (Figure S4). When screened for scytonemin production in standard UV-A induction assays, both ΔhcyA and ΔhcyC were positive and showed no difference in accumulation compared to their wild-type counterpart (Figure S5). These results are consistent with the notion that HcyC acts as an inhibitor of the hormogonium cascade so that its absence would not bring about a decrease in hormogonia differentiation, and that HcyA acts as an HcyC inhibitor whose absence would allow HcyC to inhibit the process more strongly. To test if these two putative regulatory elements could be part of a coordinated system, we conducted bacterial two-hybrid tests, which confirmed that HcyA and HcyC can physically interact in vivo (Figure S5), adding evidence beyond their genomic location that HcyC is a target of HcyA activity. As was seen in the wild type, addition of visible light at low intensity could suppress the UV-A-induced development of hormogonia in the ΔhcyC mutant, but unlike in the wild type, exposure to high fluxes of visible light restored the response. This restoration by high light was not detected in ΔhcyA.
Surprisingly, two-hybrid interaction screens of HcyC against SigC, SigF, and SigJ (the sigma factors whose regulon controls hormogonia differentiation) did not yield any evidence of protein-protein interaction suggesting that the target of HcyC’s activity is a different sigma factor or regulatory element alltogether (Figure S6). Overall, the results implicate the hcyA-D regulatory system in the hormogonium differentiation regulatory cascade elicited by UV-A, rather than in the scytonemin regulatory system.
Suppression of scytonemin synthesis in hormogonia under UV-A
To examine regulatory interactions in the reverse direction (i.e., the hormogonium regulatory cascade acting on the scytonemin regulation), we conducted experiments with N. punctiforme ATCC 29133 and its derived sigma factor regulatory mutants in which hormogonia formation was induced with the standard phototactic assay, but with concurrent exposure to UV radiation. Cells were exposed to visible light laterally, and UV-A radiation from above. After five days, cultures were examined microscopically. We could determine that scytonemin had been produced in all wild type as well as ΔhcyA/C strains, and concurrently, hormogonia had formed in all strains (Figure 4). Deletion mutants did thus not interfere with scytonemin formation under phototactic induction, as they did not under UV induction (see above), and both responses proceeded concurrently. However, we noticed a clear populational segregation in the responses. In all cases, only a small part of the Nostoc filaments had differentiated into hormogonia, and those that did, did not exhibit the characteristic extracellular brownish coloration of scytonemin. Conversely, scytonemin production occurred only in the subpopulation that remained in the vegetative state (Figures 3 and 4). These findings confirm the notion that hormogonia differentiation and scytonemin production cannot proceed simultaneously in a single filament and indicate that a regulatory mechanism must be at play to suppress scytonemin production once a cell is committed to differentiation, even under concurrent UV-A irradiation. The mechanism of this functional segregation cannot be reliant on the hcy system, however, as populations of hcy deletion mutants showed identical phenotypic heterogeneity to wild type.
We re-examined the RNAseq time course conducted by Gonzalez et al., (2019) in which expression changes were followed during the process of phototactic hormogonium differentiation paying particular attention to changes in expression of scytonemin-related genes under standard phototactic hormogonia induction. Expectedly, because the cultures were not exposed to UV, neither scytonemin nor ebo operons displayed any significant changes in expression. However, the histidine sensor kinase of the scyTCR was down-regulated 7-fold during this 24-h time course (Figure 5), essentially blinding to UV-A any cells committed to develop into hormogonia. In a parallel analysis of the sigma factor J regulatory mutant, no such downregulation of the scytonemin histidine kinase was observed over the same time course (Figure 6) indicating that sigma factor J is, directly or indirectly, responsible for this suppression. The Gonzalez transcriptome also revealed expression of hcyA and hcyC to be dependent on sigma factor C (Gonzalez et al., 2019). The expression of sigma factor C is itself directly dependent on sigma factor J (Gonzalez et al., 2019), thus deletion of sigma factor J has the effect of abolishing phototactic induction of hcyA-C (Figure 6)
Dynamics of UV-A mediated upregulation of scytonemin and hormogonia responses
Two reasons prompted us to inspect more closely the induction of the hormogonia response genes that we saw with the RNAseq data in Figure 1 under conditions of scytonemin induction (UV-A in the presence of visible light). First, scytonemin production in response to UV-A takes place over a period of 4–6 days (Soule et al., 2009a) while the typical phototactic hormogonia differentiation takes only 24 h (Gonzalez et al., 2019). Second, the fact that induction, although statistically significant, did demonstrably not lead to an actual, phenotypically detectable formation of hormogonia (Figure 2). For this, we conducted an RT-qPCR-based time course analysis of relevant genes. We chose hormogonia gas vesicle protein A (gvpA, Npun_F2159) and type IV pilus assembly protein (pilM, Npun_F5005) to represent the hormogonia response. The analyses were carried out with the wild-type strains and the scyTCR and sigma factor regulatory mutants under standard scytonemin induction conditions over a period of 120 h. The results (Figure 6) corroborated the RNAseq data in that a clear induction by 5 days was seen in pilM and gvpA genes in the wild type, but not in ΔRR or ΔReg. This induction was, however, dynamically much more sluggish and less intense than that seen under phototactic induction of hormogonia differentiation (compare with Figure 6). The involvement of the hcy system in this induction was also patent in that ΔhcyA mutants failed to respond. Interestingly, ΔhcyC mutants had a short-lived peak of expression during the first day, while both wild type and all other mutants showed a relative expression decrease early on. These results are consistent with the presence of competing sensory signals and regulatory systems: one that can induce the hormogonia genes based on the UV-A signals, and another one repressing these genes through other inputs (possibly visible light, see Figure 2) in which HcyC participates, given that its absence allows their expression at least during the early response.
To determine if the HcyA-D partner switching system imparts a fitness advantage in Nostoc’s natural environment, wild type, ΔhcyA, and ΔhcyC were inoculated on sterilized soil and subjected to UV irradiation. As predicted from UV-induced motility from agar plates, ΔhcyC displayed the emergence of satellite colonies 2–3 weeks after UV irradiation, while ΔhcyA displayed none (Figure S7).
Discussion
RNAseq analyses of deletion mutants in the scyTCR of Nostoc punctiforme demonstrated that the suite of genes under its influence is much more diverse than previously considered, that it includes both up- and downregulation of various genes and multigene loci, and that it likely also incorporates sensory inputs other than UV-A radiation. It apparently downregulates at least some genes involved in photooxidative stress responses alternative to scytonemin production. In its regulon, the most puzzling targets were sets of genes presumably involved in the development of hormogonia, the meaning of which we pursued in this contribution.
Bet-hedging in response to UV-A exposure
Our experiments demonstrate that the segregation between motility and sunscreen responses to UV-A (i.e., the choice between hunkering down and passively enduring its stress vs. actively fleeing), both of which were known from different species of cyanobacteria (Castenholz and Garcia-Pichel, 2007), have an intra-populational parallel in a single species genetically capable of both types of responses. Our work demonstrated that UV-A cues in themselves suffice to elicit hormogonia differentiation in Nostoc, concurrently with the well-known synthesis of scytonemin (Soule et al., 2009a). However, the responses were mutually exclusive at the cellular level, as Nostoc hormogonia failed to produce scytonemin even in the presence of UV-A radiation levels that elicited its synthesis in cells of the same original population that had remained in the vegetative state.
In terms of populational fitness, it may well make sense for Nostoc to hedge its bets by deploying both types of responses concurrently. This may ensure a higher rate of survival under ultraviolet stress of unknown magnitude, as sunscreens may or may not provide sufficient protection under harsh regimes, and hormogonia are not guaranteed a safe journey to more benign settings. This strategy of risk spreading in the face of fluctuating environmental conditions is known as bet-hedging (De Jong et al., 2011). Maintaining genetically encoded phenotypic heterogeneity may be of particular utility in the face of unpredictably fluctuating environmental conditions (Ackermann, 2015). These points were further supported by experiments that sought to recreate Nostoc’s natural soil environment. The absence of components in the Hcy system that enable this bet-hedging strategy caused fewer satellite colonies to emerge after a period of UV-A irradiation followed by dessication, suggesting that a small proportion or none of the original population were able to differentiate into hormogonia during UV-A stress (Figure 4). The crux is how to manage regulatory stress responses for both types of adaptations in a coordinated manner. In other words, how to obtain the desired heterogeneity in response first, and then how to silence the alternative pathway once a commitment is made at the cellular level. The first part of the problem is not very different from the choices faced by Nostoc populations under stressors other than UV-A, in that differentiation of hormogonia is apparently generally not universal, except under controlled laboratory conditions (Splitt and Risser, 2016), and only portions of the natural population will commit to the developmental pathway (Campbell et al., 2008). Many instances of phenotypic response heterogeneity have been observed across bacteria (Ackermann, 2015), suggesting that a diversity of stress responses in a clonal population can increase overall fitness in the face of fluctuating environmental stressors (Holland et al., 2014b). The presence of double-negative, imbricated regulatory systems (McCaw et al., 2002; Schurr et al., 1993; Smits et al., 2006), as well as transcriptional noise and stochasticity (Ackermann, 2015) are thought to play a key role in the generation of phenotypic response heterogeneity. A conspicuous case of phenotypic heterogeneity occurs in cyanobacteria during nitrogen fixation, wherein a small subset of cells in an isogenic population modulate expression of nitrogenase components based on a circadian clock (Adams, 2000; Mohr et al., 2013). The basic mechanism that allows phenotypic heterogeneity to arise under UV-A may well be intrinsic to the core hormogonia regulatory cascade (Figure 7), although the specifics are neither known nor easily derived from current knowledge. Our research provides some mechanistic insights into a means for coordination and cross-talk between the two canonical regulatory pathways involved.
How and why hormogonia suppress scytonemin synthesis
The regulatory basis of this phenomenon can be traced to the downregulation of the scyTCR expression by sigma J, as demonstrated by the ΔsigJ knockouts during phototactic hormogonium differentiation (Figure 3). The extent of this downregulation in committed hormogonia is in fact not fully encompassed by the populational RNAseq data, in that a 6- to 7-fold downregulation signal stemming from a just a portion of cells (committed hormogonia under the present UV-A inductive conditions) that may make up at most some 10% of the population, implies that the single-cell downregulation effect in hormogonia themselves could be close to an order of magnitude higher, although the precise experimental conditions used may influence this proportion, as standard phototactic assays yield near 100% differentiation of hormogonia. In any event, this downregulation of the scyTCR likely denies hormogonia the ability to respond to UV-A cues that would otherwise strongly upregulate scytonemin genes. Although the specific mechanism of this transcriptional repression cannot be directly discerned from our data, it is unlikely that sigma J acts directly as a repressor of the scyTCR transcription because sigma factors promote expression by recruiting RNA polymerase to their target transcriptional start site (Helmann and Chamberlin, 1988; Wösten, 1998). Sigma J may in turn upregulate the expression of a putative secondary transcriptional repressor that targets the scytonemin TCR locus. This regulatory separation makes sense in terms of energetics of investment, in that any scytonemin formed by hormogonia would be exported to the extracellular polysaccharide layer, and thus be left behind as they glide away from it, negating any potential beneficial effects to the hormogonium. The investment in an ineffective sunscreen would add to the already burdened metabolism of hormogonia differentiation, which involves the cessation of vegetative metabolic activities in exchange for overproduction of hormogonia-specific proteins (Marsac, 1994).
UV-A can elicit hormogonia differentiation and this response is modulated by visible light
Our results point to the hcyA-D quatripartite regulatory system as a crucial link between the canonical scytonemin and hormogonia regulatory cascades (Figure 7). On the one hand, as a unit, its expression was enhanced by the UV-A-sensing scyTCR (Figure 1), and mutants of one of its components, hcyA, failed to develop hormogonia under induction by UV-A (Figure 2), both linking its expression to the scytonemin circuit. On the other hand, it is overexpressed during phototactic hormogonia differentiation in a process dependent on the master regulator of the hormogonia cascade, sigma J (Figure 6). Additionally, expression of some of its genes is controlled by members of the tripartite hierarchical sigma factor cascade (sigma factors J,F, and C) (Gonzalez et al., 2019). Notably, we found no differential expression or phenotypic effects of the hcy deletion mutants on the scytonemin systems, indicating that its main ultimate regulatory target is hormogonia differentiation. These results clearly link the system to the canonical hormogonia regulatory circuitry. Interestingly, the hcyA-D cluster is conserved in sequence homology of its components and genomic architecture only among a small group of cyanobacterial genomes corresponding to genera that are capable of differentiating hormogonia and producing scytonemin (Nostoc, Calothrix, and Tolypothrix), but not in other cyanobacteria, which speaks for adaptations to UV beyond Nostoc itself.
Furthermore, this system is also at least partly responsible for the integration of visible light signals that can demonstrably counteract the induction of the hormogonium circuit by UV-A. HcyC seems to play a role in this signal integration as its deletion mutant was unable to carry out fully the suppression of UV-A-induction mediated by (high intensity) visible light (Figure 2) and displays a differential early burst of hormogonia gene expression (Figure 6).
While the precise mechanisms of the hcyA-D-mediated interaction cannot be directly determined from our data, bioinformatic examination may provide some insights. The system contains four genes, three of which are annotated as potential components of a partner-switching regulatory unit, including a putative anti-sigma factor (hcyC), an anti-sigma factor antagonist (hcyA), and a phosphatase (hcyB), and we demonstrate that hcyC and hcyA interact physically in vivo (Figure S4). The multi-sensor hybrid histidine kinase encoded by hcyD (Npun_R1685) contains two GAF domains and one PAS sensory similarly to scyHK according to the NCBI Conserved Protein Domain Database (Marchler-Bauer et al., 2011, 2015, 2017). The former is known to be a chromophore-binding domain (Wagner et al., 2005), suggesting that it may play a photosensory role (Wiltbank and Kehoe, 2019), and in fact hcyD’s GAF domain contains twin cysteine residues (C833 and C841) which were shown to bind a UV-sensing chromophore in UirS of Synechocystis PCC 6803 (Song et al., 2011). hcyD’s histidine kinase domain may activate other components of the hcy system; however, unlike the GAF domain-containing UirS UV sensor kinase of Synechocystis PCC 6803 (Song et al., 2011), hcyD does not elicit a photophobic directionality to hormogonia motility (Figure S3). By analogy to similar partner-switching systems, a potential candidate is the phosphatase HcyB, with homology to RsbU (Delumeau et al., 2004), which is known in Bacillus subtilis to be activated by a sensor kinase, and in turn dephosphorylates an anti-sigma factor antagonist (Delumeau et al., 2004). By analogy, HcyB could dephosphorylate HcyA, relieving its inhibition of HcyC. Similarly, one might be inclined to postulate the hcyA-D system exerts its control over the expression of hormogonia development through post-translational interactions between HcyC and Sigma J. However, it is clear from two-hybrid analyses that HcyC does not directly interact with any of the three hormogonia-related sigma factors in vivo. If HcyC were to actually act as an anti-sigma factor, the target would have to be found outside of the canonical tripartite cascade. However, other studies have found that similar partner-switching systems, such as HmpWUV in N. punctiforme, can have final output effects on non-sigma factor targets (Mercer and Lang, 2014; Morris and Visick, 2013; Riley et al., 2018). This could well be the case with hcyA-D given that a lack of hcyA led to a complete loss of UV-A-induced hormogonia formation as shown in Figure 4, suggesting that HcyC is inhibiting some regulatory element that positively affects hormogonia development. In the ΔhcyC mutant background, HcyA has no target to inhibit, and thus hormogonia differentiation proceeds unabated.
It is also possible that the apparent complexity in regulatory circuitry may contribute to the process of populational bifurcation in the phenotypic responses to UV-A, since negative feedback loops similar to the regulatory mechanism that mediates it, directly lead to cases of phenotypic heterogeneity (McCaw et al., 2002; Schurr et al., 1993; Smits et al., 2006). In the present working model (Figure 7), sigma factor J indirectly and negatively regulates the scytonemin TCR and indirectly and positively regulates expression of the hcyA-D system, which in turn negatively regulates, directly or indirectly, hormogonia responses.
Limitations of study
Clearly, further experimentation will be needed to characterize the components, precise interactions, and phenotypic outcomes of this complex gene regulatory network to the point of gaining a sound mechanistic understanding. Our current interpretation was unexpectedly hampered by the discovery that strain UCD 153, which was used to derive the scyTCR mutants, was in fact deficient in hormogonia differentiation, which prevented us from further probing effects of its mutants on the phenotype directly. The interrogation of new mutant strains based on the ATCC 29133 strain, both targeting the scyTCR and other components shown by our study to be important in the hcy system, particularly hcyD, should prove useful in this respect. Additionally, further probing of environmental cues in various combinations may help clarify the precise conditions that bring about an increase in fitness to Nostoc, and perhaps also other similar genera of cyanobacteria, by fleeing UV-A exposure via developmental processes, in that currently this outcome occurs under exposure to UV-A alone (with no exposure to visible light), a situation that does not happen in nature. In this regard, it is useful to be reminded of the limitations of using model laboratory strains kept for decades under laboratory conditions to interpret situations in their original habitat, in that they are released from the selective pressures that honed adaptations of fitness value there, as the case of strain UCD 153 most poignantly reminds us.
STAR★Methods
Key resources table
REAGENT or RESOURCE | SOURCE | IDENTIFIER |
---|---|---|
Bacterial and virus strains | ||
Nostoc punctiforme ATCC 29133 | ATCC | N/A |
Nostoc punctiforme UCD153 | U. California, Davis (Campbell et al., 2007) | https://doi.org/10.1128/JB.00990-08 |
Nostoc punctiforme UCD153 ΔRR | This work | N/A |
Nostoc punctiforme UCD153 ΔReg | This work | N/A |
Nostoc punctiforme ATCC29133 ΔhcyA | This work | N/A |
Nostoc punctiforme ATCC29133 ΔhcyC | This work | N/A |
Nostoc punctiforme ATCC29133 ΔσJ | U of the Pacific (Gonzalez et al., 2019) | https://doi.org/10.1128/mSphere.00231-19 |
Oligonucleotides | ||
rnpB targeting sequence: TAAGAGCGCACCAGCAGTAT | This work | N/A |
gvpA targeting sequence: TGACCGCATCTTGGACAAAGG | This work | N/A |
pilM targeting sequence: CTAACGGATGAACTGCGCCG | This work | N/A |
hcA rageting sequence: ATATATCTAGATGTGAAAAATA AAATTTATCTAAAAGTCAA |
This work | N/A |
hcyC targeting sequence (two-hybrid assay): ATATAGGATCCCCCCTACAAATGATTCATATTC | This work | N/A |
hcyC targeting sequence (5′): ATATAGGATCCTC CTCGTCGATCCAATAATG |
This work | N/A |
hcyC targeting sequence (3′): CACAGACCTTTACTATT AATCCTCTTATCTAAGTTTTG |
This work | N/A |
hcyC targeting sequence (5′): ATATAGGATCCCCCC TACAAATGATTCATATTC |
This work | N/A |
hcyA targeting sequence (3′): CCATGAGCATTACACAGT AAGTTCCTAGACTAG |
This work | N/A |
hcyA targeting sequence (5′): ATATAGGATCCCCCCTAC AAATGATTCATATTC |
This work | N/A |
ScyRR targeting sequence: GTGGAGGATCCGTCT ATTTTTTGTATTCCTC |
This work | N/A |
ScyTCR targeting sequence: GTGGACGGATCCCAAA GGCTGGCCATTGC |
This work | N/A |
Recombinant DNA | ||
Plasmid pDDR415 [pRL278::ΔNpF1682 (BamHI-SacI)] | This work | N/A |
Plasmid pDDR417 [pRL278::ΔNpF1684 (BamHI-SacI)] | This work | N/A |
Plasmid pDDR437 [pKT25::NpF1684 (XbaI-KpnI)] | This work | N/A |
Plasmid pDPF1278 [pRL278::ΔNpF1278-1277 (BamHI-SacI)] | This work | N/A |
Plasmid pDDR435 [pUT18c::NpF1682 S49A (XbaI-KpnI)] | Riley et al., 2018 | https://doi.org/10.1111/mmi.14061 |
Plasmid pDPF1277 [pRL278::ΔNpF1278-1277 (BamHI-SacI)] | This work | N/A |
Plsmid pDPF1278 [pRL278::ΔNpF1278-1277 (BamHI-SacI)] | This work | N/a |
Pasmid pDDR415 [pRL278::ΔNpF1682 (BamHI-SacI)] | Riley et al. (2018) | https://doi.org/10.1111/mmi.14061 |
Resource availability
Lead contact
Further information and requests for resources and reagents should be directed to and will be fulfilled by the lead contact, Ferran Garcia-Pichel (ferran@asu.edu).
Materials availability
Mutant strains, natural variants and plasmids used in this work are freely available directly from the lead contact upon request. The wild-type strain is also available from the American Type Culture Collection. There are no newly developed reagents associated with this work.
Experimental model and subject details
RNA sequencing experiments were conducted with a spontaneous derivative strain of Nostoc punctiforme ATCC 29133 (PCC 73102), UCD 153, that displays dispersed growth and a higher frequency of gene replacement by conjugal transfer (Campbell et al., 2007b). Mutant strains ΔReg and ΔRR, with complete (Npun_F1278 and Npun_F1277) or partial (Npun_F1278) deletions in the scytonemin TCR, were derived from it. Hormogonia induction experiments were carried out with the original wild-type, Nostoc punctiforme strain ATCC 29133, because UCD 153 does not exhibit phototactic hormogonia induction. Deletion mutant ΔsigJ, ΔhcyA and ΔhcyC were derived from ATCC 29133. All strains were grown as previously described (Ferreira and Garcia-Pichel, 2016) in liquid Allen and Arnon (AA) medium, diluted 4-fold (AA/4), and on solidified AA medium plates under white light at 50 μmol photons m−2s−1 at room temperature. Neomycin was used at 25 μg mL−1 for the selection and maintenance of transformed single recombinants (Bertani, 1959). A detailed compilation of all strains used in this work is provided in Table 1.
Table 1.
Strain | Description | Mutation Locus Tag | Function | Mutant Phenotype |
---|---|---|---|---|
ATCC 29133 | Wild Type/WT | – | – | – |
UCD153 | Strain derived from ATCC 29133 | – | – | High rate of conjugal transfer, no hormogonia differentiation |
ΔRR | Deletion of scytonemin TCR response regulator derived from UCD 153 | Npun_F1278 | DNA-binding transcription factor initiating transcription of scytonemin operon | Total abolition of scytonemin production |
ΔReg | Deletion of scytonemin response regulator and histidine kinase derived from UCD 153 | Npun_F1278, Npun_F1277 |
Two component regulatory system controlling expression of the scytonemin operon | Total abolition of scytonemin production |
ΔhcyA | Deletion of anti-sigma factor antagonist derived from ATCC 29133 | Npun_F1682 | Inhibitor of anti-sigma factor | Mild reduction in hormogonia differentiation under phototactic induction |
ΔhcyC | Deletion of anti-sigma factor derived from ATCC 29133 | Npun_F1684 | Inhibitor of sigma factor | No reduction in hormogonia differentiation under phototactic induction |
ΔσJ | Deletion of sigma factor J derived from ATCC 29133 | Npun_R1337 | Master regulator of phototactic hormogonia response | Total abolition of hormogonia response |
Method details
Phenotypic characterization
Scytonemin induction assays
Scytonemin production was induced by growing the strains in 15 × 100 mm glass Petri dishes under white light at 50 μmol photons m−2s−1 supplemented with a UV-A flux of 7.5 μmol photons m−2s−1 supplied by black-light fluorescent bulbs (General Electric) for 5 days at 21 °C. For some experiments, as noted where applicable, white light was omitted. Scytonemin production was detected by microscopic observation first, using a Carl Zeiss Axioscope.A1 at 100× magnification and by HPLC on a Waters e2695 equipped with a Supelco Discovery HS F5-5 column connected to a Waters 2998 PDA UV-Vis diode array detector as described in Klicki et al., (2018).
Standard Hormogonia induction assays
Hormogonia induction was carried out following Khayatan et al., (2015): Nostoc strains were streaked onto agar-solidified medium supplemented with 5% sucrose and grown heterotrophically in the dark until punctate colonies formed. Colonies were then transferred to agar-solidified media lacking sucrose and exposed to 10 μmol photons m−2s−1 provided at a 90-degree angle. Formation of hormogonia was detected visually under the dissection scope. Plate motility assays were performed by transferring colonies grown on AA/4 supplemented with 10% sucralose to AA/4 containing 0.5% Noble agar (Khayatan et al., 2015). This assay yields a massive differentiation of filaments involving the large majority of existing filaments.
Hormogonia/scytonemin co-induction was carried out on solid AA medium using aluminum foil wrapped glass Petri plates provided with a side window, so that white light could enter at a 90-degree angle at an intensity of 10 μmol photons m−2s−1. UV-A radiation was concurrently delivered from a top window, after passing through a 400 nm cut-off short-pass optical filter (Edmund Optics) to remove any visible light produced by the UV-A bulbs. This was necessary because we found in pilot experiments that the additional vertically supplied visible light inhibited standard phototactic hormogonia induction. For analyses, scytonemin/hormogonia co-induction cultures were transferred from agar plates to microscope slides using a scalpel and photographed on a Carl Zeiss Axioscope.A1 at 1000× magnification using an Axiocam 105 color camera. They were inspected for morphologically identifiable hormogonia, and for the typical extracellular coloration imparted by scytonemin. UV-A exclusive hormogonia induction was carried out by plating strains from liquid cultures on to solid AA medium and incubating under UV-A irradiation without supplemental PAR for 48–96 h. Hormogonia spreading was quantified by measuring the area occupied by initial colony biomass and the area swept out by whisks of hormogonia using the Carl Zeiss Zen 3.1 software, subtracting the former from the latter, and dividing the difference by the initial biomass area.
RNA extraction, sequencing and RNAseq analyses
Total RNA was extracted from appropriately incubated cultures (UV-A-induced or uninduced) of each test stain (wild type, ΔRR and ΔReg) by being flash frozen and subjected to lysis by bead beating, followed by precipitation with 4M lithium chloride 20 mM Tris and 10 mM EDTA followed by purification using a Qiagen RNeasy spin column kit (Campbell et al., 2007a). Ribodepletion, cDNA synthesis and subsequent RNA sequencing were performed at the Arizona State University Genomics Facility as follows. Four μg of total RNA was submitted to ribodepletion using the MICROBExpress Bacterial mRNA Enrichment Kit (Ambion). Directional cDNA libraries were synthesized using rRNA depleted samples. Three libraries per strain were multiplexed and treatments sequenced independently on an Illumina NextSeq 500 using a v2 2x75 pair end kit sequenced generating 76 base pair reads, obtaining on average 9,773,321 ± 5,550,035 reads per sample, excluding 16 and 23S rRNA genes. Sequences were aligned and assembled to the Nostoc punctiforme PCC 73102 genome using Rockhopper (Tjaden, 2015) on default parameters independently for each replicate. Differential expression between mutants and UV treatments was calculated using the DEseq algorithm in Rockhopper (Tjaden, 2015). Given the roughly 6000 non rRNA genes in the N. punctiforme genome, only transcripts whose differential expression had a q-value (a false discovery rate corrected p value) of less than 10−15 were considered significant for downstream analyses. Contiguous genes of known function that exhibited similar degrees of differential expression were considered to be co-regulated. Reads per kilobase million for each gene from the Rockhopper output were square root transformed to accentuate expressional differences over a broader dynamic range. Heatmaps were constructed using Pheatmap (Kolde and Antoine, 2015)
Targeted analysis by RT-qPCR
Five-hundred ng of total RNA was used to synthesize cDNA using the Protoscript first-strand cDNA synthesis kit and random hexamer primers (New England Biolabs) according to manufacturer’s protocols. 1 μL of resulting cDNA was used as qPCR template. Transcripts were amplified using primer sets targeting specific genes as described in Table S1, using an ABI 7900 HT Real-time PCR system and PerfeCTa SYBR Fastmix according to manufacturer’s protocols. Transcript level was quantified in three technical replicates of each treatment using the 2−ΔΔCT method with expression normalized relative to rnpB as previously done by Gonzalez et al., (2019), and results averaged per treatment.
Bacterial adenylate cyclase two-hybrid assays
The bacterial adenylate cyclase two-hybrid assay (BACTH) was employed to probe protein-protein interaction between HcyC (Npun_F1684) and HcyA (Npun_F1682) with the putative phosphorylated serine residues replaced with alanine, as well as sigma factors C, F, and J. To construct a plasmid encoding HcyC fused to the T25 fragment of B. pertussis adenylate cyclase for bacterial adenylate cyclase two-hybrid (BACTH) analysis (Battesti and Bouveret, 2012; Karimova et al., 1998), the coding region gene was amplified via PCR and cloned into pKT25 as an XbaI-KpnI fragment using restriction sites introduced on the primers. BTH101 (adenylate cyclase-deficient) E. coli strains transformed with appropriate plasmids were streaked onto Lysogeny Broth (LB) agar plates containing 100 μg/mL Ampicillin and 50 μg/mL Kanamycin, and incubated at 30 °C for 48 h. For each strain, 1 mL of LB containing 100 μg/mL Ampicillin, 50 μg/mL Kanamycin and 0.5 mM Isopropyl β-D-1-thiogalactopyranoside (IPTG) was inoculated with several colonies from the plate, and cultures were then incubated overnight at 30 °C with shaking at 230 rpm. Subsequently, 2 μL were taken from each overnight culture and spotted onto MacConkey agar plates containing 100 μg/mL Ampicillin and 50 μg/mL Kanamycin. Plates were incubated at 30 °C for 48 h prior to imaging.
Quantification and statistical analyses
Replication for phenotypic analyses was at least 3, and statistical significance was assessed through t-tests. For transcriptomic analyses, and given the roughly 6000 non rRNA genes in the N. punctiforme genome, only transcripts whose differential expression had a q-value (a false discovery rate corrected p value) of less than 10−15 were considered significant for downstream analyses.
Acknowledgments
Funding for this research included NSF Award #1858551, Regulation of microbial sunscreen biosynthesis, to FG-P, and NSF award #1753690, Characterization of the gene regulatory network promoting hormogonium development, to DDR.
Author contributions
KK conducted phenotypic characterizations, RNAseq and bioinformatic analyses. DF and DR constructed mutants. KK and FG-P wrote manuscript and prepared figures. All authors evaluated results and revised manuscript.
Declaration of interests
The authors declare no competing interests resource availability.
Published: June 17, 2022
Footnotes
Supplemental information can be found online at https://doi.org/10.1016/j.isci.2022.104361.
Supplemental information
Data and code availability
Sequence datasets generated in this study are available at NCBI’s SRA database with accession number PRJNA728749. No new code resources were used in this research. Other phenotypic or analytical data are available in the manuscript in graphical or photographic form. Any additional information and source data, when applicable, is available on request from the corresponding author.
References
- Ackermann M. A functional perspective on phenotypic heterogeneity in microorganisms. Nat. Rev. Microbiol. 2015;13:497–508. doi: 10.1038/nrmicro3491. [DOI] [PubMed] [Google Scholar]
- Adams D.G. Heterocyst formation in cyanobacteria. Curr. Opin. Microbiol. 2000;3:618–624. doi: 10.1016/S1369-5274(00)00150-8. [DOI] [PubMed] [Google Scholar]
- Armstrong R.E., Hayes P.K., Walsby A.E. Gas vacuole formation in hormogonia of nostoc muscorum. Microbiology. 1983;129:263–270. doi: 10.1099/00221287-129-2-263. [DOI] [Google Scholar]
- Avery S.V. Microbial cell individuality and the underlying sources of heterogeneity. Nat. Rev. Microbiol. 2006;4:577–587. doi: 10.1038/nrmicro1460. [DOI] [PubMed] [Google Scholar]
- Battesti A., Bouveret E. The bacterial two-hybrid system based on adenylate cyclase reconstitution in Escherichia coli. Methods. 2012;58:325–334. doi: 10.1016/j.ymeth.2012.07.018. [DOI] [PubMed] [Google Scholar]
- Beaumont H.J.E., Gallie J., Kost C., Ferguson G.C., Rainey P.B. Experimental evolution of bet hedging. Nature. 2009;462:90–93. doi: 10.1038/nature08504. [DOI] [PubMed] [Google Scholar]
- Bebout B.M., Garcia-Pichel F. UV B-induced vertical migrations of cyanobacteria in a microbial mat. Appl. Environ. Microbiol. 1995;61:4215–4222. doi: 10.1128/aem.61.12.4215-4222.1995. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bertani G. Sensitivities of different bacteriophage species to ionizing radiation. J. Bacteriol. 1959;79:387–393. doi: 10.1128/jb.79.3.387-393.1960. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cai Y.P., Wolk C.P. Use of a conditionally lethal gene in anabaena sp. strain PCC 7120 to select for double recombinants and to entrap insertion sequences. J. Bacteriol. 1990;172:3138–3145. doi: 10.1128/jb.172.6.3138-3145.1990. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Campbell E.L., Christman H., Meeks J.C. DNA microarray comparisons of plant factor and nitrogen deprivation-induced hormogonia reveal decision-making transcriptional regulation patterns in Nostoc punctiforme. J. Bacteriol. 2008;190:7382–7391. doi: 10.1128/JB.00990-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Campbell E.L., Summers M.L., Christman H., Martin M.E., Meeks J.C. Global gene expression patterns of Nostoc punctiforme in steady-state dinitrogen-grown heterocyst-containing cultures and at single time points during the differentiation of akinetes and hormogonia. J. Bacteriol. 2007;189:5247–5256. doi: 10.1128/JB.00360-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Campbell E.L., Summers M.L., Christman H., Martin M.E., Meeks J.C. Global gene expression patterns of Nostoc punctiforme in steady-state dinitrogen-grown heterocyst-containing cultures and at single time points during the differentiation of akinetes and hormogonia. J. Bacteriol. 2007;189:5247–5256. doi: 10.1128/JB.00360-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Castenholz R.W., Garcia-Pichel F. Cyanobacterial responses to UV-radiation. Ecol. Cyanobacteria. 2007;21:591–611. doi: 10.7551/mitpress/1247.003.0035. [DOI] [Google Scholar]
- Cohen M.F., Wallis J.G., Campbell E.L., Meeks J.C. Transposon mutagenesis of Nostoc sp. strain ATCC 29133, a filamentous cyanobacterium with multiple cellular differentiation alternatives. Microbiology. 1994;140:3233–3240. doi: 10.1099/13500872-140-12-3233. [DOI] [PubMed] [Google Scholar]
- Davis M.C., Kesthely C.A., Franklin E.A., MacLellan S.R. The essential activities of the bacterial sigma factor. Can. J. Microbiol. 2017;63:89–99. doi: 10.1139/cjm-2016-0576. [DOI] [PubMed] [Google Scholar]
- De Jong I.G., Haccou P., Kuipers O.P. Bet hedging or not? A guide to proper classification of microbial survival strategies. BioEssays. 2011;33:215–223. doi: 10.1002/bies.201000127. [DOI] [PubMed] [Google Scholar]
- Delumeau O., Dutta S., Brigulla M., Kuhnke G., Hardwick S.W., Völker U., Yudkin M.D., Lewis R.J. Functional and structural characterization of RsbU, a stress signaling protein phosphatase 2C. J. Biol. Chem. 2004;279:40927–40937. doi: 10.1074/jbc.M405464200. [DOI] [PubMed] [Google Scholar]
- Dodds W.K., Gudder D.A., Mollenhauer D. The ecology of nostoc. J. Phycol. 1995;31:2–18. doi: 10.1111/j.0022-3646.1995.00002.x. [DOI] [Google Scholar]
- Ekman M., Picossi S., Campbell E.L., Meeks J.C., Flores E. A nostoc punctiforme sugar transporter necessary to establish a cyanobacterium-plant symbiosis. Plant. Physiol. 2013;161:1984–1992. doi: 10.1104/pp.112.213116. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ferreira D., Garcia-Pichel F. Mutational studies of putative biosynthetic genes for the cyanobacterial sunscreen scytonemin in nostoc punctiforme ATCC 29133. Front. Microbiol. 2016;7:1–10. doi: 10.3389/fmicb.2016.00735. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gao Q., Garcia-Pichel F. Microbial ultraviolet sunscreens. Nat. Rev. Microbiol. 2011;9:791–802. doi: 10.1038/nrmicro2649. [DOI] [PubMed] [Google Scholar]
- Gao R., Stock A.M. Biological insights from structures of two-component proteins. Annu. Rev. Microbiol. 2009;63:133–154. doi: 10.1146/annurev.micro.091208.073214. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Garcia-Pichel F., Castenholz R.W. Charecterization and biological implications of scytonemin, a cyanobacterial sheath. Pigment. J. Phycol. 1991;27:395–409. doi: 10.1111/j.0022-3646.1991.00395.x. [DOI] [Google Scholar]
- Gonzalez A., Riley K.W., Harwood T.V., Zuniga E.G., Risser D.D., Ellermeier C.D. A tripartite, hierarchical sigma factor cascade promotes hormogonium development in the filamentous cyanobacterium nostoc punctiforme. Nostoc punctiforme. 2019;4 doi: 10.1128/mSphere.00231-19. e00231–19. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Helmann J.D., Chamberlin M.J. Structure and function of bacterial sigma factors. Annu. Rev. Biochem. 1988;57:839–872. doi: 10.1146/annurev.bi.57.070188.004203. [DOI] [PubMed] [Google Scholar]
- Holland S.L., Reader T., Dyer P.S., Avery S.V. Phenotypic heterogeneity is a selected trait in natural yeast populations subject to environmental stress. Environ. Microbiol. 2014;16:1729–1740. doi: 10.1111/1462-2920.12243. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Holland S.L., Reader T., Dyer P.S., Avery S.V. Phenotypic heterogeneity is a selected trait in natural yeast populations subject to environmental stress. Environ. Microbiol. 2014;16:1729–1740. doi: 10.1111/1462-2920.12243. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Karimova G., Pidoux J., Ullmann A., Ladant D. A bacterial two-hybrid system based on a reconstituted signal transduction pathway. Proc. Natl. Acad. Sci. U S A. 1998;95:5752–5756. doi: 10.1073/pnas.95.10.5752. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Khayatan B., Meeks J.C., Risser D.D. Evidence that a modified type IV pilus-like system powers gliding motility and polysaccharide secretion in filamentous cyanobacteria. Mol. Microbiol. 2015;98:1021–1036. doi: 10.1111/mmi.13205. [DOI] [PubMed] [Google Scholar]
- Klicki K., Ferreira D., Hamill D., Dirks B., Mitchell N., Garcia-Pichel F. The widely conserved ebo cluster is involved in precursor transport to the periplasm during scytonemin synthesis in Nostoc punctiforme. MBio. 2018;9 doi: 10.1128/mBio.02266-18. e02266–18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kolde R., Antoine L. Pheatmap: Pretty Heatmaps. 2015. https://github.com/raivokolde/pheatmap
- Levy S.F., Ziv N., Siegal M.L. Bet hedging in yeast by heterogeneous, age-correlated expression of a stress protectant. PLoS Biol. 2012;10:1001325. doi: 10.1371/journal.pbio.1001325. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Magasanik B. Catabolite repression. Cold. Spring. Harb. Symp. Quant. Biol. 1961;26:249–256. doi: 10.1101/SQB.1961.026.01.031. [DOI] [PubMed] [Google Scholar]
- Marchler-Bauer A., Bo Y., Han L., He J., Lanczycki C.J., Lu S., Chitsaz F., Derbyshire M.K., Geer R.C., Gonzales N.R., et al. CDD/SPARCLE: functional classification of proteins via subfamily domain architectures. Nucleic. Acids. Res. 2017;45:D200–D203. doi: 10.1093/nar/gkw1129. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Marchler-Bauer A., Derbyshire M.K., Gonzales N.R., Lu S., Chitsaz F., Geer L.Y., Geer R.C., He J., Gwadz M., Hurwitz D.I., et al. CDD: NCBI’s conserved domain database. Nucleic Acids Res. 2015;43:D222–D226. doi: 10.1093/nar/gku1221. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Marchler-Bauer A., Lu S., Anderson J.B., Chitsaz F., Derbyshire M.K., DeWeese-Scott C., Fong J.H., Geer L.Y., Geer R.C., Gonzales N.R., et al. CDD: a Conserved Domain Database for the functional annotation of proteins. Nucleic Acids Res. 2011;39:D225–D229. doi: 10.1093/nar/gkq1189. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Marsac N.T. The Molecular Biology of Cyanobacteria. Springer; 1994. Differentiation of hormogonia and relationships with other biological processes; pp. 825–842. [DOI] [Google Scholar]
- McCaw M.L., Lykken G.L., Singh P.K., Yahr T.L. ExsD is a negative regulator of the Pseudomonas aeruginosa type III secretion regulon. Mol. Microbiol. 2002;46:1123–1133. doi: 10.1046/j.1365-2958.2002.03228.x. [DOI] [PubMed] [Google Scholar]
- Meeks J., Campbell E., Summers M., Wong F. Cellular differentiation in the cyanobacterium Nostoc punctiforme. Arch. Microbiol. 2002;178:395–403. doi: 10.1007/s00203-002-0476-5. [DOI] [PubMed] [Google Scholar]
- Meeks J.C., Elhai J., Thiel T., Potts M., Larimer F., Lamerdin J., Predki P., Atlas R. An overview of the Genome of Nostoc punctiforme, a multicellular, symbiotic Cyanobacterium. Photosyn. Res. 2001;70:85–106. doi: 10.1023/A:1013840025518. [DOI] [PubMed] [Google Scholar]
- Mercer R.G., Lang A.S. Identification of a predicted partner-switching system that affects production of the gene transfer agent RcGTA and stationary phase viability in Rhodobacter capsulatus. BMC. Microbiol. 2014;14:1–6. doi: 10.1186/1471-2180-14-71. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mohr W., Vagner T., Kuypers M.M.M., Ackermann M., LaRoche J. Resolution of conflicting signals at the single-cell level in the regulation of cyanobacterial photosynthesis and nitrogen fixation. PLoS One. 2013;8:e66060. doi: 10.1371/journal.pone.0066060. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Morris A.R., Visick K.L. The response regulator SypE controls biofilm formation and colonization through phosphorylation of the syp -encoded regulator SypA in Vibrio fischeri. Mol. Microbiol. 2013;87:509–525. doi: 10.1111/mmi.12109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nadeau T., Howard-Williams C., Castenholz R. Effects of solar UV and visible irradiance on photosynthesis and vertical migration of Oscillatoria sp. (Cyanobacteria) in an Antarctic microbial mat. Aquat. Microb. Ecol. 1999;20:231–243. doi: 10.3354/ame020231. [DOI] [Google Scholar]
- Naurin S., Bennett J., Videau P., Philmus B., Soule T. The response regulator Npun_F1278 is essential for scytonemin biosynthesis in the cyanobacterium Nostoc punctiforme ATCC 29133. J. Phycol. 2016;52:564–571. doi: 10.1111/jpy.12414. [DOI] [PubMed] [Google Scholar]
- Potts M. Desiccation tolerance of prokaryotes. Microbiol. Rev. 1994;58:755–805. doi: 10.1128/mmbr.58.4.755-805.1994. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Raj A., van Oudenaarden A. Nature, nurture, or chance: stochastic gene expression and its consequences. Cellule. 2008;135:216–226. doi: 10.1016/j.cell.2008.09.050. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rajeev L., Luning E.G., Dehal P.S., Price M.N., Arkin A.P., Mukhopadhyay A. Systematic mapping of two component response regulators to gene targets in a model sulfate reducing bacterium. Genome. Biol. 2011;12:R99. doi: 10.1186/gb-2011-12-10-r99. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rastogi R.P., Sinha R.P., Moh S.H., Lee T.K., Kottuparambil S., Kim Y.-J., Rhee J.-S., Choi E.-M., Brown M.T., Häder D.-P., Han T. Ultraviolet radiation and cyanobacteria. J. Photochem. Photobiol. B Biol. 2014;141:154–169. doi: 10.1016/j.jphotobiol.2014.09.020. [DOI] [PubMed] [Google Scholar]
- Revsbech N.P., Jorgensen B.B. Photosynthesis of benthic microflora measured with high spatial resolution by the oxygen microprofile method: capabilities and limitations of the method1. Limnol. Oceanogr. 1983;28:749–756. doi: 10.4319/lo.1983.28.4.0749. [DOI] [Google Scholar]
- Riley K.W., Gonzalez A., Risser D.D. A partner-switching regulatory system controls hormogonium development in the filamentous cyanobacterium Nostoc punctiforme. Mol. Microbiol. 2018;109:555–569. doi: 10.1111/mmi.14061. [DOI] [PubMed] [Google Scholar]
- Risser D.D., Chew W.G., Meeks J.C. Genetic characterization of the hmp locus, a chemotaxis-like gene cluster that regulates hormogonium development and motility in Nostoc punctiforme. Mol. Microbiol. 2014;92:222–233. doi: 10.1111/mmi.12552. [DOI] [PubMed] [Google Scholar]
- Schurr M.J., Martin D.W., Mudd M.H., Hibler N.S., Boucher J.C., Deretic V. The algD promoter: regulation of alginate production by Pseudomonas aeruginosa in cystic fibrosis. Cell. Mol. Biol. Res. 1993;39:371–376. [PubMed] [Google Scholar]
- Singh S.P., Hä Der D.-P., Sinha R.P. Cyanobacteria and ultraviolet radiation (UVR) stress: mitigation strategies. Ageing. Res. Rev. 2010;9:79–90. doi: 10.1016/j.arr.2009.05.004. [DOI] [PubMed] [Google Scholar]
- Smits W.K., Kuipers O.P., Veening J.W. Phenotypic variation in bacteria: the role of feedback regulation. Nat. Rev. Microbiol. 2006;4:259–271. doi: 10.1038/nrmicro1381. [DOI] [PubMed] [Google Scholar]
- Song J.-Y., Cho H.S., Cho J.-I., Jeon J.-S., Lagarias J.C., Park Y.-I. Near-UV cyanobacteriochrome signaling system elicits negative phototaxis in the cyanobacterium Synechocystis sp. PCC 6803. Proc. Natl. Acad. Sci. 2011;108:10780–10785. doi: 10.1073/PNAS.1104242108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Soule T., Gao Q., Stout V., Garcia-pichel F. The global response of nostoc punctiforme ATCC 29133 to UVA stress , assessed in a temporal DNA microarray study. Photochem. Photobiol. 2013;89:415–423. doi: 10.1111/php.12014. [DOI] [PubMed] [Google Scholar]
- Soule T., Garcia-Pichel F., Stout V. Gene expression patterns associated with the biosynthesis of the sunscreen scytonemin in Nostoc punctiforme ATCC 29133 in response to UVA radiation. J. Bacteriol. 2009;191:4639–4646. doi: 10.1128/JB.00134-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Soule T., Palmer K., Gao Q., Potrafka R.M., Stout V., Garcia-Pichel F. A comparative genomics approach to understanding the biosynthesis of the sunscreen scytonemin in cyanobacteria. BMC. Genomics. 2009;10:336. doi: 10.1186/1471-2164-10-336. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Soule T., Stout V., Swingley W.D., Meeks J.C., Garcia-Pichel F. Molecular genetics and genomic analysis of scytonemin biosynthesis in Nostoc punctiforme ATCC 29133. J. Bacteriol. 2007;189:4465–4472. doi: 10.1128/JB.01816-06. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Splitt S.D., Risser D.D. The non-metabolizable sucrose analog sucralose is a potent inhibitor of hormogonium differentiation in the filamentous cyanobacterium Nostoc punctiforme. Arch. Microbiol. 2016;198:137–147. doi: 10.1007/s00203-015-1171-7. [DOI] [PubMed] [Google Scholar]
- Tjaden B. De novo assembly of bacterial transcriptomes from RNA-seq data. Genome Biol. 2015;16:1. doi: 10.1186/s13059-014-0572-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- van Gemerden H. Microbial mats: a joint venture. Mar. Geol. 1993;113:3–25. doi: 10.1016/0025-3227(93)90146-M. [DOI] [Google Scholar]
- Wagner J.R., Brunzelle J.S., Forest K.T., Vierstra R.D. A light-sensing knot revealed by the structure of the chromophore-binding domain of phytochrome. Nature. 2005;438:325–331. doi: 10.1038/nature04118. [DOI] [PubMed] [Google Scholar]
- Whitton B.A., Potts M. Ecol. Cyanobacteria II Their Divers. Sp. Time. 2012. Introduction to the cyanobacteria. [DOI] [Google Scholar]
- Wiltbank L.B., Kehoe D.M. Diverse light responses of cyanobacteria mediated by phytochrome superfamily photoreceptors. Nat. Rev. Microbiol. 2019;17:37–50. doi: 10.1038/s41579-018-0110-4. [DOI] [PubMed] [Google Scholar]
- Wösten M.M.S.M. Eubacterial sigma-factors. FEMS. Microbiol. Rev. 1998;22:127–150. doi: 10.1111/j.1574-6976.1998.tb00364.x. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
Sequence datasets generated in this study are available at NCBI’s SRA database with accession number PRJNA728749. No new code resources were used in this research. Other phenotypic or analytical data are available in the manuscript in graphical or photographic form. Any additional information and source data, when applicable, is available on request from the corresponding author.