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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2018.00356</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Comparative Genomics of the Baltic Sea Toxic Cyanobacteria <italic>Nodularia spumigena</italic> UHCC 0039 and Its Response to Varying Salinity</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Teikari</surname> <given-names>Jonna E.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn004"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/463547/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Hou</surname> <given-names>Shengwei</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn004"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/459964/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wahlsten</surname> <given-names>Matti</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/292942/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Hess</surname> <given-names>Wolfgang R.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/39993/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Sivonen</surname> <given-names>Kaarina</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/22660/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Microbiology, University of Helsinki</institution>, <addr-line>Helsinki</addr-line>, <country>Finland</country></aff>
<aff id="aff2"><sup>2</sup><institution>Genetics and Experimental Bioinformatics, Institute of Biology III, University of Freiburg</institution>, <addr-line>Freiburg</addr-line>, <country>Germany</country></aff>
<aff id="aff3"><sup>3</sup><institution>Freiburg Institute for Advanced Studies, University of Freiburg</institution>, <addr-line>Freiburg</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: George S. Bullerjahn, Bowling Green State University, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: M. J. L. Coolen, Curtin University, Australia; Theo Dreher, Oregon State University, United States</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Wolfgang R. Hess <email>wolfgang.hess&#x00040;biologie.uni-freiburg.de</email></p></fn>
<fn fn-type="corresp" id="fn002"><p>Kaarina Sivonen <email>kaarina.sivonen&#x00040;helsinki.fi</email></p></fn>
<fn fn-type="other" id="fn003"><p>This article was submitted to Aquatic Microbiology, a section of the journal Frontiers in Microbiology</p></fn>
<fn fn-type="other" id="fn004"><p>&#x02020;Joint first authors.</p></fn></author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>03</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="collection">
<year>2018</year>
</pub-date>
<volume>9</volume>
<elocation-id>356</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>08</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>02</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2018 Teikari, Hou, Wahlsten, Hess and Sivonen.</copyright-statement>
<copyright-year>2018</copyright-year>
<copyright-holder>Teikari, Hou, Wahlsten, Hess and Sivonen</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p>Salinity is an important abiotic factor controlling the distribution and abundance of <italic>Nodularia spumigena</italic>, the dominating diazotrophic and toxic phototroph, in the brackish water cyanobacterial blooms of the Baltic Sea. To expand the available genomic information for brackish water cyanobacteria, we sequenced the isolate <italic>Nodularia spumigena</italic> UHCC 0039 using an Illumina-SMRT hybrid sequencing approach, revealing a chromosome of 5,294,286 base pairs (bp) and a single plasmid of 92,326 bp. Comparative genomics in <italic>Nostocales</italic> showed pronounced genetic similarity among <italic>Nodularia spumigena</italic> strains evidencing their short evolutionary history. The studied Baltic Sea strains share similar sets of CRISPR-Cas cassettes and a higher number of insertion sequence (IS) elements compared to <italic>Nodularia spumigena</italic> CENA596 isolated from a shrimp production pond in Brazil. <italic>Nodularia spumigena</italic> UHCC 0039 proliferated similarly at three tested salinities, whereas the lack of salt inhibited its growth and triggered transcriptome remodeling, including the up-regulation of five sigma factors and the down-regulation of two other sigma factors, one of which is specific for strain UHCC 0039. Down-regulated genes additionally included a large genetic region for the synthesis of two yet unidentified natural products. Our results indicate a remarkable plasticity of the <italic>Nodularia</italic> salinity acclimation, and thus salinity strongly impacts the intensity and distribution of cyanobacterial blooms in the Baltic Sea.</p></abstract>
<kwd-group>
<kwd>Baltic Sea</kwd>
<kwd>cyanobacteria</kwd>
<kwd><italic>Nodularia spumigena</italic></kwd>
<kwd>comparative genomics</kwd>
<kwd>RNA sequencing</kwd>
<kwd>salinity</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="86"/>
<page-count count="13"/>
<word-count count="9384"/>
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</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Photoautotrophic cyanobacteria have adapted to life in a wide range of aquatic and terrestrial habitats. In aquatic environments, salinity (referring here to the concentration of dissolved NaCl) is an important abiotic factor influencing prevailing cyanobacterial species distribution (Sivonen et al., <xref ref-type="bibr" rid="B70">2007</xref>; Pade and Hagemann, <xref ref-type="bibr" rid="B56">2014</xref>; Celepli et al., <xref ref-type="bibr" rid="B16">2017</xref>). Proper strain-specific concentrations of inorganic salts have a crucial role in maintaining constant turgor pressure, while fluctuating salinity changes the water potential and inorganic ion concentration in cells (Hagemann, <xref ref-type="bibr" rid="B27">2011</xref>). A rapid salinity shift triggers complex acclimation processes that keep osmotic equilibrium and inorganic ion concentrations suitable for proper cellular function and growth. Response to salt shock is well-understood in the model cyanobacterium <italic>Synechocystis</italic> sp. strain PCC 6803 (Kanesaki et al., <xref ref-type="bibr" rid="B35">2002</xref>; Marin et al., <xref ref-type="bibr" rid="B49">2002</xref>, <xref ref-type="bibr" rid="B51">2003</xref>, <xref ref-type="bibr" rid="B50">2004</xref>; Huang et al., <xref ref-type="bibr" rid="B33">2006</xref>; Nikkinen et al., <xref ref-type="bibr" rid="B53">2012</xref>; Qiao et al., <xref ref-type="bibr" rid="B61">2013</xref>). Early-stage adaptation (&#x0003C;1 h) is based mainly on the activation/inactivation of existing transporters and the expression of numerous salt stress-related genes, such as genes for the synthesis of compatible solutes to diminish cellular damage, occurs within 24 h (Hagemann and Marin, <xref ref-type="bibr" rid="B28">1999</xref>; Marin et al., <xref ref-type="bibr" rid="B51">2003</xref>; Fulda et al., <xref ref-type="bibr" rid="B24">2006</xref>). Increased salt concentration additionally induces general stress responses such as the synthesis of chaperones and the arrest of photosynthetic activity and cell division (Kanesaki et al., <xref ref-type="bibr" rid="B35">2002</xref>; Fulda et al., <xref ref-type="bibr" rid="B24">2006</xref>; Qiao et al., <xref ref-type="bibr" rid="B61">2013</xref>; Billis et al., <xref ref-type="bibr" rid="B10">2014</xref>; Rai et al., <xref ref-type="bibr" rid="B62">2014</xref>). Much less is known of how lower salinity affects cyanobacterial molecular responses and adaptation.</p>
<p>The semi-enclosed Baltic Sea is one of the largest brackish water ecosystems in the world. The salinity gradient in the Baltic Sea basins is dynamic due to the mixture of inflowing freshwater from the large catchment area and saline water pulses via the Danish Straits. The Baltic Sea is well-known for the toxic cyanobacterial blooms appearing each summer, causing not only health risks for humans and animals, but also substantial economic losses (e.g., recreation and tourism). Increased temperature, nutrient bioavailability, and thermal stratification are generally agreed to promote the formation and intensity of cyanobacterial blooms (Paerl and Huisman, <xref ref-type="bibr" rid="B57">2008</xref>; Conley et al., <xref ref-type="bibr" rid="B20">2009</xref>). Cyanobacterial blooms in the Baltic Sea are dominated by filamentous and nitrogen-fixing (diazotrophic) genera <italic>Nodularia spumigena, Aphanizomenon</italic> and, to a lesser extent, <italic>Dolichospermum</italic> sp. (previously <italic>Anabaena</italic>) (Halinen et al., <xref ref-type="bibr" rid="B29">2007</xref>; Sivonen et al., <xref ref-type="bibr" rid="B70">2007</xref>; Fewer et al., <xref ref-type="bibr" rid="B22">2009</xref>), of which <italic>Nodularia spumigena</italic> and <italic>Dolichospermum</italic> may produce toxins, such as nodularin and microcystins (Sivonen et al., <xref ref-type="bibr" rid="B71">1989</xref>; Halinen et al., <xref ref-type="bibr" rid="B29">2007</xref>). Climate-change models indicate that salinity in the Baltic Sea will decrease due to rarer saline pulses and elevated riverine runoff (Kjellstr&#x000F6;m and Ruosteenoja, <xref ref-type="bibr" rid="B36">2007</xref>; von Storch et al., <xref ref-type="bibr" rid="B78">2015</xref>; Graham, <xref ref-type="bibr" rid="B26">2016</xref>). Decreased salinity may shift the distribution of freshwater species further south and promote the formation of freshwater origin <italic>Dolichospermum</italic> blooms (Brutemark et al., <xref ref-type="bibr" rid="B13">2015</xref>; Vuorinen et al., <xref ref-type="bibr" rid="B80">2015</xref>). Despite the intensive research on Baltic Sea cyanobacterial blooms, only one draft genome of a Baltic Sea cyanobacterial isolate has been sequenced and the availability of genomic information for brackish water cyanobacteria has remained scarce (Vo&#x000DF; et al., <xref ref-type="bibr" rid="B79">2013</xref>; Celepli et al., <xref ref-type="bibr" rid="B16">2017</xref>). The previously studied <italic>Nodularia spumigena</italic> CCY9414 was isolated from the surface water near Bornholm, in the southern Baltic. In our study we sequenced the genome of <italic>Nodularia spumigena</italic> strain UHCC 0039, isolated from the open Gulf of Finland (Sivonen et al., <xref ref-type="bibr" rid="B71">1989</xref>) in the northern Baltic, to gain better genomic coverage of Baltic Sea phototrophs and to increase understanding of the cyanobacterial acclimation strategies in a dynamic brackish water environment (salinity range 0&#x02013;9 mg/L). An RNA-Seq based transcriptomic study was conducted to unravel transcriptional responses of <italic>Nodularia spumigena</italic> to salinity changes relevant in the Gulf of Finland.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Strains and toxin analysis</title>
<p>The nodularin-producing <italic>Nodularia spumigena</italic> strain UHCC 0039 (hereafter <italic>Nodularia</italic> UHCC 0039) belongs to the University of Helsinki culture collection (HAMBI, UHCC). <italic>Nodularia</italic> UHCC 0039 (former name <italic>Nodularia spumigena</italic> AV1) was isolated from the open Gulf of Finland (Sivonen et al., <xref ref-type="bibr" rid="B71">1989</xref>). The strain was purified to axenicity, and has been cultivated in Z8 medium without nitrogen (Kotai, <xref ref-type="bibr" rid="B40">1972</xref>) under continuous illumination since isolation. Three replicates of <italic>Nodularia</italic> UHCC 0039 were inoculated to separate cell culture flasks (TC Flask T175, Sarsted AG &#x00026; Co) with 115 mL of Z8X medium containing 0.321; 3.023; 6.047 or 9.071 g L<sup>&#x02212;1</sup> NaCl. Salinities corresponded to conductivities of 0.83; 5.55; 10.10; 14.37 mS/cm, and will further be referred as 0, 3, 6 and 9 g L<sup>&#x02212;1</sup> NaCl, respectively. Cultures were grown at 20 &#x000B0;C under continuous illumination of 3.2&#x02013;3.7 &#x003BC;mol photons m<sup>&#x02212;2</sup>s<sup>&#x02212;1</sup> for 24 days. To follow the growth of the cultures chlorophyll <italic>a</italic> concentration was determined in every fourth day during the experiment. 1 mL of cell culture was collected on glass microfiber filters (GF/F, Glass Microfiber Binder Free, GE Healthcare) and stored at &#x02212;80 &#x000B0;C. Chlorophyll <italic>a</italic> was extracted for 24 h at &#x02212;20 &#x000B0;C with acetone and absorptions of the extracts were measured at 664, 630, and 647 nm. Chlorophyll <italic>a</italic> concentration was calculated using the equation of Jeffrey and Humphrey (Jeffrey and Humphrey, <xref ref-type="bibr" rid="B34">1975</xref>). In addition, number of cells was estimated from the cultures containing 0 and 6 g L<sup>&#x02212;1</sup> NaCl every fourth day. Cells were fixed in 5% of Lugol&#x00027;s solution and stored at &#x0002B;4 &#x000B0;C. Total length of cellular filaments in 0.5 &#x003BC;l droplet was measured and divided by average cell size.</p>
<sec>
<title>Toxin analysis</title>
<p>Combined intra- and extracellular concentrations of nodularin were determined by extracting toxins from freeze-dried samples to 70% methanol at 80 &#x000B0;C for 1 hour. Samples were injected into Acquity ultra performance liquid chromatography (UPLC) system (Waters, Manchester, UK), equipped with Kinetex&#x000AE; 1.7 &#x003BC;m C8 100 &#x000C5;, 50 &#x000D7; 2.1 mm LC Column. The UPLC was operated with a flow-rate of 0.3 ml/min in gradient mode, at a temperature of 40 &#x000B0;C. Solvents used in the gradient were A: 0.1% formic acid in water and B: 0.1% formic acid in 1 to 1 mixture of acetonitrile and isopropanol. The initial conditions of the linear gradient were A: 25% and B: 75% and the conditions were changed to A: 35% and B: 65% in 5 min. Injection volume was 1 &#x003BC;L. Mass spectra were recorded with Waters SynaptG2-Si mass spectrometer (Waters, Manchester, UK). Measurements were performed using negative electrospray ionization (ESI) in resolution mode and ions were scanned in the range from 500 to 1,300 m/z. MS analyses were performed with scan time of 0.1 s. Capillary voltage was 2.0 kV, source temperature 120 &#x000B0;C, sampling cone 40.0, source offset 80.0, desolvation temperature 600 &#x000B0;C, desolvation gas flow 1,000 L/h and nebulizer gas flow 6.5 Bar. Leucine-encephalin was used as a lock mass and calibration was done with mixture of sodium formate and ultramark&#x000AE; 1621. Standard curve containing dilution series of known nodularin concentrations was run alongside toxin samples. All the samples, including standards, were spiked by nostophycin to ensure successful extraction and device functioning.</p>
</sec>
</sec>
<sec>
<title>Comparative genomics</title>
<p>Genomic DNA of <italic>Nodularia</italic> UHCC 0039 was extracted using a NucleoBond&#x000AE; AXG kit (Macherey Nagel) following the manufacturer&#x00027;s instructions. DNA libraries, PacBio RS II sequencing with P6-C4 chemistry and genome assembly using HGAP3 protocol with Quiver polishing (Chin et al., <xref ref-type="bibr" rid="B17">2013</xref>) were conducted in the DNA Sequencing and Genomics Laboratory, Institute of Biotechnology, University of Helsinki. To reinforce genome assembly, paired-end Illumina HiSeq2500 reads (Macrogen, Inc.) were used to correct PacBio assemblies using Pilon v1.20 software (Walker et al., <xref ref-type="bibr" rid="B82">2014</xref>). Genomes were annotated using Prokka v1.12 (Seemann, <xref ref-type="bibr" rid="B67">2014</xref>). A total of 28 complete and draft cyanobacteria genomes were included in the comparative genomics study. Detailed information of the bioinformatics workflow is provided in the Supporting information.</p>
</sec>
<sec>
<title>Transcriptome sequencing and analysis</title>
<p>Total RNA from the cultures containing 0 or 6 g L<sup>&#x02212;1</sup> NaCl was isolated on day 16 using the RNeasy mini kit (Qiagen) and genomic DNA was degraded using the TURBO DNA-<italic>free</italic>&#x02122; kit (Life Technologies). Paired-end cDNA libraries were analyzed with an Illumina HiSeq sequencer at the Institute for Molecular Medicine Finland (FIMM). RNA-Seq data analysis was mainly performed on a 64-cores local Unix server and computation-intensive read alignment steps were performed on the Galaxy instance of Freiburg University (Cock et al., <xref ref-type="bibr" rid="B18">2013</xref>; Afgan et al., <xref ref-type="bibr" rid="B1">2016</xref>). In short, the quality of the raw reads was checked using FastQC v0.11.4 (Andrews, <xref ref-type="bibr" rid="B5">2010</xref>), and reads were demultiplexed with Trimmomatic (Bolger et al., <xref ref-type="bibr" rid="B11">2014</xref>). Clean reads were aligned to reference genomes using BWA-MEM v0.7.7 (Li, <xref ref-type="bibr" rid="B44">2013</xref>) in paired-end mode with default parameters. The read count per gene were calculated using featureCounts v1.4.6.p5 (Liao et al., <xref ref-type="bibr" rid="B45">2014</xref>). The differentially expressed genes (false discovery rate (FDR) &#x0003C; 0.01) between control (6 g L<sup>&#x02212;1</sup> NaCl) and treatment (0 g L<sup>&#x02212;1</sup> NaCl), were called using both edgeR (Robinson et al., <xref ref-type="bibr" rid="B65">2010</xref>) and DESeq (Anders and Huber, <xref ref-type="bibr" rid="B6">2010</xref>) following the simple design protocol (Anders et al., <xref ref-type="bibr" rid="B7">2013</xref>). Detailed descriptions of the workflow and parameters are provided in the Supporting information.</p>
</sec>
<sec>
<title>Data deposition</title>
<p>Raw reads, genome assemblies, and annotations were deposited in NCBI under the BioProject accession number of <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJNA352241">PRJNA352241</ext-link>.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Genomic characteristics of <italic>Nodularia spumigena</italic> UHCC 0039</title>
<p>The whole-genome assembly of <italic>Nodularia</italic> UHCC 0039 resulted in two circular contigs, corresponding to the chromosome (5.29 Mbp) and one plasmid (0.92 Mbp) (Table <xref ref-type="supplementary-material" rid="SM9">S1</xref>). The average coverage of PacBio reads was 368 &#x000D7; for the chromosome and 384 &#x000D7; for the plasmid. The PacBio assembly was polished by Illumina sequencing, yielding an average coverage of 252 &#x000D7; for the chromosome and 255 &#x000D7; for the plasmid, which corrected 14 single nucleotide polymorphisms (SNP), 5 insertions, and 241 deletions on the chromosome and 2 insertions and 19 deletions on the plasmid, respectively. The final genome size of <italic>Nodularia</italic> UHCC 0039 is 5.38 Mbp. We modeled 5,108 protein-coding genes, 2,699 of which were annotated encoding hypothetical proteins. This relatively high share of genes lacking functional annotation illustrates the uniqueness of the <italic>Nodularia</italic> group.</p>
<p>A phylogenomic tree was constructed for 120 selected cyanobacteria genomes based on 31 conserved marker genes (Figure <xref ref-type="fig" rid="F1">1A</xref>; Wu and Eisen, <xref ref-type="bibr" rid="B84">2008</xref>). We additionally calculated the Average Nucleotide Identity (ANI) (Table <xref ref-type="supplementary-material" rid="SM10">S2</xref>) and Average Amino Acid Identity (AAI) (Table <xref ref-type="supplementary-material" rid="SM11">S3</xref>). Twenty-eight <italic>Nostocales</italic> genomes formed seven different clusters (Figures <xref ref-type="fig" rid="F1">1B,C</xref>), partitioning the <italic>Nostocales</italic> branch into seven corresponding subgroups (Ia&#x02013;d; IIa&#x02013;c) in the phylogenomic tree (Figure <xref ref-type="fig" rid="F1">1A</xref>). All <italic>Nodularia spumigena</italic> strains clustered tightly together within subgroup Id, indicating the congruent evolutionary history of these brackish-water specialists. The largest subgroup Ia consisted of <italic>Dolichospermum</italic>/<italic>Anabaena</italic> species, for which larger within-group variation was observed, indicating their faster divergent evolution. Despite the high within-group similarity of the three <italic>Nodularia</italic> strains, specific differences were observed when collinear blocks were compared for local synteny (Figure <xref ref-type="fig" rid="F2">2</xref>). Synteny at contig level was more pronounced between <italic>Nodularia spumigena</italic> UHCC 0039 and its Baltic Sea counterpart <italic>Nodularia spumigena</italic> CCY9414, including a region for the metabolism of phosphonates (Teikari et al., <xref ref-type="bibr" rid="B75">2018</xref>). Moreover, sequences homologous to plasmid pUHCC0039a were detected in strain CCY9414 but not CENA596 (Figure <xref ref-type="fig" rid="F2">2</xref>). This is consistent with their close geographical and evolutionary relationship, compared to <italic>Nodularia spumigena</italic> CENA596, which was isolated from a shrimp production pond in Brazil (Popin et al., <xref ref-type="bibr" rid="B60">2016</xref>). However, synteny cannot be considered at total genome level because only the UHCC 0039 genome sequence was finished.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Phylogenomic placement <bold>(A)</bold>, average nucleotide <bold>(B)</bold>, and amino acid <bold>(C)</bold> identities within sequenced <italic>Nostocales</italic>. The maximum-likelihood phylogenomic tree was constructed based on the concatenated alignment of 31 universal marker genes (Wu and Eisen, <xref ref-type="bibr" rid="B84">2008</xref>) and was rooted by using Candidatus <italic>Pelagibacter ubique</italic> HTCC1062 as the outgroup. For simplicity and clarity, branches with a bootstrap value of 100 were collapsed except for <italic>Nostocales</italic>. The Average Nucleotide Identity (ANI) and Average Amino Acid Identity (AAI) were clustered using average linkage hierarchical clustering based on pairwise Euclidean distances. Seven clusters were determined by cutting the dendrograms at a tree height of 3.2, the corresponding phylogenetic relationship and cluster memberships are shown on the phylogenomic tree.</p></caption>
<graphic xlink:href="fmicb-09-00356-g0001.tif"/>
</fig>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Similarities among genomic contigs of <italic>Nodularia spumigena</italic> strains. Previously defined contigs of CCY9414 and CENA596 were aligned and reordered according to the UHCC 0039 genome assembly. Contigs were colored in alternating red and cyan colors. Similar regions within contigs inferred by BlastN are connected by blue lines. Plasmid pUHCC0039a is indicated by the green box. The asterisks (&#x0002A;) indicate the location of a <italic>phn</italic> gene cluster located at 535,027&#x02013;547,520 bp for the metabolism of phosphonates (Teikari et al., <xref ref-type="bibr" rid="B75">2018</xref>), that is highly similar to a region in strain CCY9414. The visualization is only valid for the respective contigs and cannot be taken for total genome comparison because only the UHCC 0039 genome sequence is finished whereas the other genome assemblies consist of multiple contigs (cf. Table <xref ref-type="supplementary-material" rid="SM9">S1</xref>).</p></caption>
<graphic xlink:href="fmicb-09-00356-g0002.tif"/>
</fig>
<p>The detailed comparison of <italic>Nodularia spumigena</italic> genomes revealed several strain-specific insertions into the UHCC 0039 genome among otherwise syntenic regions that are likely of ecological relevance. The four-gene cassette BMF81_01278 to BMF81_01281 contains the genes <italic>btuB</italic> and <italic>btuF</italic>, which constitute an outer membrane vitamin B12 receptor and ligand-gated transport channel (Figure <xref ref-type="fig" rid="F3">3</xref>). This cassette is immediately upstream of the conserved <italic>cobH-cbiC</italic> gene BMF81_01282 encoding precorrin-8X methylmutase, an enzyme in the (pseudo)cobalamin (vitamin B12) synthesis pathway. Numerous marine microbes depend on certain other microbes to meet their vitamin B12 demand, consistent with the presence of secretion and uptake systems in many of these species (Bonnet et al., <xref ref-type="bibr" rid="B12">2010</xref>; Heal et al., <xref ref-type="bibr" rid="B30">2017</xref>). Marine cyanobacteria appear to synthesize pseudocobalamin, a form not commonly bioactive in eukaryotic algae, but certain species can remodel it to the active cobalamin form (Helliwell et al., <xref ref-type="bibr" rid="B32">2016</xref>). Therefore, the addition of an import system for vitamin B12 in strain UHCC 0039 adds complexity to this topic, as it can release the requirement to synthesize B12 vitamin for itself. Other interesting gene insertions include the BMF81_03816 to BMF81_03843 cassette for surface-modifying enzymes (including several glycosyl transferases, epimerases, and acetylglucosamine-modifying enzymes) and the genes BMF81_01521 to BMF81_01525 encoding a distinct set of chaperones, co-chaperones, and peptidases (Figure <xref ref-type="supplementary-material" rid="SM1">S1</xref>).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Gene cassette encoding vitamin B12 receptor and ligand-gated transport channel.</p></caption>
<graphic xlink:href="fmicb-09-00356-g0003.tif"/>
</fig>
<p>Insertion sequences (IS) are a driving force for genome evolution (Mahillon and Chandler, <xref ref-type="bibr" rid="B47">1998</xref>). A genome-wide search of IS elements in the three <italic>Nodularia</italic> strains unraveled that Baltic Sea <italic>Nodularia spumigena</italic> carry more candidates (181 for CCY9414 and 148 for UHCC 0039) than their Brazilian counterpart CENA596 (71) (Figure <xref ref-type="supplementary-material" rid="SM2">S2a</xref>). A PCA analysis of the IS elements among three <italic>Nodularia</italic> strains showed that the Baltic Sea strains were well separated from the Brazilian strain on the first component, which explained 80.3% of the variance. The most frequent IS family is IS200/IS605 (64/55/21 for CCY9414, UHCC 0039, and CENA596), followed by IS4 (25/22/6), IS607 (19/20/2), IS5 (13/11/6), and IS630 (24/2/7). The Brazilian <italic>Nodularia spumigena</italic> strain encodes two IS1, three IS982, and one ISH3 that were not found in the Baltic Sea isolate. Together with IS630, IS701 (3/8/3) and IS91 (0/2/0) were the driving families that separated the two Baltic Sea strains on the second principal component (Figure <xref ref-type="supplementary-material" rid="SM2">S2b</xref>).</p>
</sec>
<sec>
<title>Specific and shared proteins in the genus <italic>Nodularia</italic></title>
<p>The comparison of the predicted proteomes revealed 3627 gene clusters shared by the three strains (Figure <xref ref-type="fig" rid="F4">4</xref>). In total, 5439 protein clusters were determined, 4375 clusters of which were shared by at least two species (Table <xref ref-type="supplementary-material" rid="SM12">S4</xref>). Pangenome analysis revealed that 730 clusters were shared by two <italic>Nodularia</italic> strains, 82.54% of them belonging to <italic>Nodularia</italic> CCY9414 and <italic>Nodularia</italic> UHCC 0039, indicating close gene composition between these two strains. Among the 1,082 orphan clusters, <italic>Nodularia</italic> CENA596 took up of 44.8%, followed by <italic>Nodularia</italic> CCY9414 (29.5%), and only 278 orphan clusters were detected in <italic>Nodularia</italic> UHCC 0039. Previously, 1,098 potentially unique proteins were found in <italic>Nodularia spumigena</italic> CCY9414 that were not present in other <italic>Nostocales</italic> (Vo&#x000DF; et al., <xref ref-type="bibr" rid="B79">2013</xref>). Many of these putative proteins are smaller than 80 amino acids, a systematically underestimated class of gene products in bacteria. However, several studies revealed the involvement of small proteins in essential regulatory and other processes (Storz et al., <xref ref-type="bibr" rid="B73">2014</xref>). The detection and functional characterization of small proteins in cyanobacteria has received particular attention (Baumgartner et al., <xref ref-type="bibr" rid="B9">2016</xref>). We therefore decided to add their genes, if they were conserved and had a minimum length of 50 amino acids, to the other two genomes, leading to the numbers presented in Figure <xref ref-type="fig" rid="F4">4</xref>.</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Pan-genome composition of three sequenced <italic>Nodularia</italic> strains. The number of gene clusters is given for each type of intersection. The total number of gene clusters found in at least one or two species for the pan-genome and for each strain are shown in the subplot.</p></caption>
<graphic xlink:href="fmicb-09-00356-g0004.tif"/>
</fig>
<p>Among the shared and strongly conserved genes, we found a gene cluster putatively involved in the biogenesis of chaperone-usher (CU) fimbriae, the cell surface-located organelles found in many Gram-negative bacteria (Waksman and Hultgren, <xref ref-type="bibr" rid="B81">2009</xref>; Wurpel et al., <xref ref-type="bibr" rid="B85">2013</xref>). These genes encode a fimbrial usher protein with a FimD outer membrane domain (BMF81_00267), two SCPU domain-containing proteins (BMF81_00268 and BMF81_00270), and a pilus assembly protein PapD with a FimC domain (BMF81_00269). Closer homologs (BLASTp identity &#x02265;80% and coverage &#x02265;50%) can only be found in several cyanobacterial species including <italic>Chrysosporum ovalisporum, Sphaerospermopsis kisseleviana</italic> and <italic>Dolichospermum compactum</italic>, while remote homologs (BLASTp identity &#x02265;60% and coverage &#x02265;40%) mainly exist in Proteobacteria such as <italic>Myxococcus, Collimonas</italic> and <italic>Rhodanobacter</italic>, and several other cyanobacterial strains including <italic>Trichormus</italic> sp. NMC-1, <italic>Calothrix</italic> sp. NIES-2100, and <italic>Alkalinema</italic> sp. CACIAM 70d. Many of the shared clusters represent functionally well-described multi-copy gene families. For example, all three <italic>Nodularia</italic> harbor four identical copies of the <italic>psbA</italic> gene encoding the D1 protein of photosystem II, and 10 gene copies encoding proteins of the CAB/ELIP/HLIP superfamily. These proteins are supposed to support the highly robust photophysiology of these cyanobacteria when exposed to high irradiance and oxygen partial pressure at the Baltic Sea surface during summer (Kopf et al., <xref ref-type="bibr" rid="B39">2015</xref>).</p>
<p>In addition to IS elements, another particular dynamic element in bacterial genome evolution are the CRISPR-Cas systems. These systems are frequently deleted and also become horizontally distributed (Godde and Bickerton, <xref ref-type="bibr" rid="B25">2006</xref>). However, the draft status of previous genome analyses rendered the analysis of the <italic>Nodularia spumigena</italic> CRISPR apparatus with its many repeated sequence elements difficult. Our analysis unraveled two CRISPR-Cas repeat-spacer arrays on the chromosome of <italic>Nodularia</italic> UHCC 0039 (Figure <xref ref-type="supplementary-material" rid="SM3">S3</xref>). These encompass a total of 34 spacers. According to the presence of respective marker genes (Makarova et al., <xref ref-type="bibr" rid="B48">2015</xref>), one major CRISPR-Cas system on the reverse strand of the chromosome, with its repeat-spacer region from 4035453&#x02013;4037321 can be classified as subtype III-B. The intergenic regions (952013-952477, 4037653-4037322) between the two CRISPR loci and their upstream genes were compared against the CRISPRleader database (Alkhnbashi et al., <xref ref-type="bibr" rid="B3">2016</xref>), assigning them to cluster F8B14. The <italic>cas1</italic> and c<italic>as2</italic> genes of this cassette on the reverse strand are separated from the other genes by a 16-gene insertion on the forward strand of the chromosome (Figure <xref ref-type="supplementary-material" rid="SM3">S3</xref>). The other repeat-spacer array from 952478&#x02013;953238 lacks associated <italic>cas</italic> genes. Based on the conservation of the repeat sequences and secondary structures, both elements probably belong to the same system. Especially the conserved stem-loop structures (CTTTCCATAACCTCTT<bold>CCCC</bold>TAAC<bold>GGGG</bold>ATGGAAAC and GTTTTTCATAACCatTT<bold>CCCC</bold>gcAa<bold>GGGG</bold>AcGGAAAC) are relevant for recognition by the Cas6 maturation endonuclease (Reimann et al., <xref ref-type="bibr" rid="B63">2017</xref>). The direct repeats of the two CRISPR arrays were moreover identical to their counterparts in <italic>Nodularia</italic> CCY9414, but all spacers differed from each other. Spacer sequences provide a memory of past infections, with the most recent additions represented by the most 5&#x00027;-located spacers. Therefore, this finding indicates that the CRISPR systems in both strains were inherited from their joint ancestor, while all the spacers were acquired later, remaining as hallmarks of different infectious trajectories in the past. Transcripts were detected from both CRISPR loci in UHCC 0039 (Figure <xref ref-type="supplementary-material" rid="SM3">S3</xref>), suggesting the functionality of both CRISPR arrays.</p>
</sec>
<sec>
<title>Conserved non-coding RNAs found in <italic>Nodularia spumigena</italic></title>
<p>Increasing evidence has shown ncRNA is a major player in the regulatory systems of cyanobacteria and thus conserved non-coding RNAs were searched (Kopf and Hess, <xref ref-type="bibr" rid="B38">2015</xref>). In this study, we identified 15 expressed intergenic regions and 24 antisense RNAs based on the transcriptome data of the here tested conditions (Table <xref ref-type="supplementary-material" rid="SM13">S5</xref>). Seven contained the DGR1 ncRNA elements (Table <xref ref-type="supplementary-material" rid="SM13">S5</xref>, highlighted in red) (Vo&#x000DF; et al., <xref ref-type="bibr" rid="B79">2013</xref>), which were widespread in the three <italic>Nodularia</italic> strains (75, 67, and 50 copies were found in CCY9414, UHCC0039, and CENA596 at an e-value cutoff of 1e-20), indicating that these DGR elements were active in the genome. The DGR1 sequences were highly conserved at the sequence level (Figure <xref ref-type="supplementary-material" rid="SM4">S4a</xref>) and at the secondary structure level (Figure <xref ref-type="supplementary-material" rid="SM4">S4b</xref>) even among three geographically separated <italic>Nodularia</italic> strains, suggesting that DGR1 was present in their common ancestor and evolved extremely slowly. In addition, the 9th strongly expressed intergenic regions (nsn009) in Table <xref ref-type="supplementary-material" rid="SM13">S5</xref> encoded a long ncRNA that was only found in <italic>Nostocales</italic> based on a BLASTn search at an e-value cutoff of 1e-5. These homologs were conserved at the sequence level (Figure <xref ref-type="supplementary-material" rid="SM4">S4c</xref>) and in part at the secondary structure level, too (Figure <xref ref-type="supplementary-material" rid="SM4">S4d</xref>). The second hairpin structure in particular was highly conserved, and the sequence UGURCCUCC in the loop (highlighted by a green curve in Figure <xref ref-type="supplementary-material" rid="SM4">S4d</xref>) might function as a regulatory element.</p>
</sec>
<sec>
<title><italic>Nodularia</italic> UHCC 0039 growth in low and moderate salinities</title>
<p><italic>Nodularia</italic> UHCC 0039 growth was followed at four different salinities, 0, 3, 6, and 9 g L<sup>&#x02212;1</sup> NaCl by measuring chlorophyll <italic>a</italic> concentration (Figure <xref ref-type="fig" rid="F5">5</xref>). <italic>Nodularia</italic> UHCC 0039 survived in each of the tested salinities, but growth was heavily impaired at 0 g L<sup>&#x02212;1</sup> NaCl. No obvious growth differences were observed at 3, 6, or 9 g L<sup>&#x02212;1</sup> NaCl, suggesting flexibility of the <italic>Nodularia</italic> metabolism as long as some salt was present. Cell counting was applied to follow culture growth to exclude the effect of chlorosis on the estimation of cellular growth. Patterns of chlorophyll <italic>a</italic> and cell counts appeared to correlate well (Figure <xref ref-type="supplementary-material" rid="SM5">S5</xref>), and thus chlorophyll <italic>a</italic> concentration was later used for the normalization in our study.</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Growth of <italic>Nodularia</italic> UHCC 0039 at salinities of 0, 3, 6, and 9 g L<sup>&#x02212;1</sup> NaCl.</p></caption>
<graphic xlink:href="fmicb-09-00356-g0005.tif"/>
</fig>
</sec>
<sec>
<title>Transcriptome remodeling under unfavorable salinities</title>
<p>We applied a transcriptomic sequencing approach to study the transcriptional response of <italic>Nodularia spumigena</italic> to long-term low salinity (0 g L<sup>&#x02212;1</sup> NaCl), corresponding to general freshwater conditions. Transcriptional responses were analyzed at 0 g L<sup>&#x02212;1</sup> NaCl with reference to those at 6 g L<sup>&#x02212;1</sup> NaCl (analyzed at day 16), using a Log2 fold change (Log2FC) of &#x000B1;1 and FDR &#x0003C; 0.01 as cut-off values: positive values (up-regulation) reflect increased expression at 0 g L<sup>&#x02212;1</sup> NaCl. The acclimation response of <italic>Nodularia</italic> UHCC 0039 to the lower salinity involved 302 up-regulated and 341 down-regulated genes (Table <xref ref-type="table" rid="T1">1</xref> and Tables <xref ref-type="supplementary-material" rid="SM14">S6</xref>, <xref ref-type="supplementary-material" rid="SM15">S7</xref>). The most up-regulated gene BMF81_04664 encodes Serpin B (serine protease inhibitor). RNA polymerase sigma factors have a key role in the acclimation to changes in environmental conditions. In addition to the vegetative major sigma factor SigA, there are five alternative group 2 sigma factors and five alternative group 3 sigma factors, which were classified by comparison against the set of well-characterized sigma factors from <italic>Synechocystis</italic> PCC 6803 (Figure <xref ref-type="supplementary-material" rid="SM6">S6</xref>). One group 2 (BMF81_04399) and one group 3 (BMF81_04729) sigma factor lack an obvious homolog in <italic>Synechocystis</italic> PCC 6803. The plasmid-encoded sigma factor BMF81_04729 is highly unique, which interestingly has no counterpart in the other two <italic>Nodularia</italic> strains and is fused to an unknown N-terminal region. Similar proteins exist only in four other cyanobacteria, <italic>Oscillatoria acuminata</italic> PCC 6304, <italic>Tolypothrix bouteillei, Geminocystis herdmanii</italic>, and <italic>Trichodesmium erythraeum</italic> IMS 101 (Figure <xref ref-type="supplementary-material" rid="SM7">S7</xref>). RNA polymerase group 2 sigma factors (BMF81_01360, BMF81_02088, BMF81_04429, and BMF81_00672 corresponding to SigB (Sll0306), SigD (Sll2012), SigC (Sll0184), and SigE (Sll1689) in the model <italic>Synechocystis</italic> PCC 6803, respectively (Figure <xref ref-type="supplementary-material" rid="SM7">S7</xref>), together with one group 3 sigma factor (BMF81_00786) were induced in zero salt whereas sigma factors BMF81_04399 and BMF81_04729 became repressed (Table <xref ref-type="table" rid="T1">1</xref> and Tables <xref ref-type="supplementary-material" rid="SM14">S6</xref>, <xref ref-type="supplementary-material" rid="SM15">S7</xref>). The fact that six out of 11 sigma factor genes displayed significant changed expression suggests a massive sigma factor-dependent remodeling of the transcriptome upon entering the zero salt condition.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>List of the selected differentially expressed genes of <italic>Nodularia</italic> UHCC 0039 while comparing low salinity (0 g L<sup>&#x02212;1</sup> NaCl) to normal salinity (6 g L<sup>&#x02212;1</sup> NaCl).</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>GO term</bold></th>
<th valign="top" align="left"><bold>locus_tag</bold></th>
<th valign="top" align="left"><bold>Gene name</bold></th>
<th valign="top" align="left"><bold>Product</bold></th>
<th valign="top" align="center"><bold>Log2 FC</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="5" style="background-color:#bbbdc0"><bold>PHOTOSYNTHESIS AND ELECTRON TRANSPORT</bold></td>
</tr>
<tr>
<td valign="top" align="left">GO:0009055</td>
<td valign="top" align="left">BMF81_00359</td>
<td/>
<td valign="top" align="left">Cytochrome b6</td>
<td valign="top" align="center">1.66</td>
</tr>
<tr>
<td valign="top" align="left">GO:0009055</td>
<td valign="top" align="left">BMF81_01796</td>
<td valign="top" align="left">psbA</td>
<td valign="top" align="left">Photosystem II protein D1 2</td>
<td valign="top" align="center">1.28</td>
</tr>
<tr>
<td valign="top" align="left">GO:0005622</td>
<td valign="top" align="left">BMF81_04216</td>
<td valign="top" align="left">ccsB</td>
<td valign="top" align="left">Cytochrome c biogenesis protein</td>
<td valign="top" align="center">1.08</td>
</tr>
<tr>
<td valign="top" align="left">GO:0044424</td>
<td valign="top" align="left">BMF81_00668</td>
<td/>
<td valign="top" align="left">Cytochrome c6</td>
<td valign="top" align="center">&#x02212;1.58</td>
</tr>
<tr>
<td valign="top" align="left">GO:0043167</td>
<td valign="top" align="left">BMF81_00670</td>
<td/>
<td valign="top" align="left">Cytochrome c6</td>
<td valign="top" align="center">&#x02212;2.36</td>
</tr>
<tr>
<td valign="top" align="left">GO:0042651</td>
<td valign="top" align="left">BMF81_01995</td>
<td valign="top" align="left">psb27</td>
<td valign="top" align="left">Photosystem II lipoprotein</td>
<td valign="top" align="center">&#x02212;1.02</td>
</tr>
<tr>
<td valign="top" align="left">GO:0034357</td>
<td valign="top" align="left">BMF81_02616</td>
<td valign="top" align="left">psbB/C</td>
<td valign="top" align="left">Chlorophyll a/b light-harvesting protein</td>
<td valign="top" align="center">&#x02212;1.43</td>
</tr>
<tr>
<td valign="top" align="left">GO:0034357</td>
<td valign="top" align="left">BMF81_02622</td>
<td valign="top" align="left">pcb</td>
<td valign="top" align="left">Chlorophyll a/b light-harvesting protein</td>
<td valign="top" align="center">&#x02212;2.16</td>
</tr>
<tr>
<td valign="top" align="left">GO:0034357</td>
<td valign="top" align="left">BMF81_02857</td>
<td valign="top" align="left">cpcD</td>
<td valign="top" align="left">Photosystem I reaction center XII</td>
<td valign="top" align="center">&#x02212;1.15</td>
</tr>
<tr>
<td valign="top" align="left">GO:0034357</td>
<td valign="top" align="left">BMF81_02858</td>
<td valign="top" align="left">cpcD</td>
<td valign="top" align="left">Photosystem I reaction center XII</td>
<td valign="top" align="center">&#x02212;1.32</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color:#bbbdc0"><bold>CELL MEMBRANE AND CELL DIVISION</bold></td>
</tr>
<tr>
<td valign="top" align="left">GO:0071840</td>
<td valign="top" align="left">BMF81_00264</td>
<td/>
<td valign="top" align="left">N-acetylmuramoyl-L-alanine amidase</td>
<td valign="top" align="center">2.6</td>
</tr>
<tr>
<td valign="top" align="left">GO:0071840</td>
<td valign="top" align="left">BMF81_03893</td>
<td/>
<td valign="top" align="left">N-acetylmuramoyl-L-alanine amidase</td>
<td valign="top" align="center">1.67</td>
</tr>
<tr>
<td valign="top" align="left">GO:0071704</td>
<td valign="top" align="left">BMF81_02030</td>
<td valign="top" align="left">lytC</td>
<td valign="top" align="left">Peptidoglycan-N-acetylglucosamine deacetylase</td>
<td valign="top" align="center">1.27</td>
</tr>
<tr>
<td valign="top" align="left">GO:0071704</td>
<td valign="top" align="left">BMF81_03481</td>
<td valign="top" align="left">murB</td>
<td valign="top" align="left">UDP-N-acetylenolpyruvoylglucosamine reductase</td>
<td valign="top" align="center">1.45</td>
</tr>
<tr>
<td valign="top" align="left">GO:0071704</td>
<td valign="top" align="left">BMF81_03482</td>
<td valign="top" align="left">murC</td>
<td valign="top" align="left">UDP-N-acetylmuramate L-alanine ligase</td>
<td valign="top" align="center">1.28</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color:#bbbdc0"><bold>TRANSCRITPION AND TRANSLATION</bold></td>
</tr>
<tr>
<td valign="top" align="left">GO:0016987</td>
<td valign="top" align="left">BMF81_01360</td>
<td valign="top" align="left">sigB</td>
<td valign="top" align="left">RNA polymerase sigma factor</td>
<td valign="top" align="center">2.08</td>
</tr>
<tr>
<td valign="top" align="left">GO:0016987</td>
<td valign="top" align="left">BMF81_00786</td>
<td valign="top" align="left">sigG</td>
<td valign="top" align="left">RNA polymerase sigma factor</td>
<td valign="top" align="center">1.25</td>
</tr>
<tr>
<td valign="top" align="left">GO:0016987</td>
<td valign="top" align="left">BMF81_02088</td>
<td valign="top" align="left">sigD</td>
<td valign="top" align="left">RNA polymerase sigma factor</td>
<td valign="top" align="center">1.3</td>
</tr>
<tr>
<td valign="top" align="left">GO:0016987</td>
<td valign="top" align="left">BMF81_04429</td>
<td valign="top" align="left">sigC</td>
<td valign="top" align="left">RNA polymerase sigma factor</td>
<td valign="top" align="center">1.25</td>
</tr>
<tr>
<td valign="top" align="left">GO:0016987</td>
<td valign="top" align="left">BMF81_00672</td>
<td valign="top" align="left">sigE</td>
<td valign="top" align="left">RNA polymerase sigma factor</td>
<td valign="top" align="center">1.12</td>
</tr>
<tr>
<td valign="top" align="left">GO:0016987</td>
<td valign="top" align="left">BMF81_04399</td>
<td/>
<td valign="top" align="left">RNA polymerase sigma factor</td>
<td valign="top" align="center">&#x02212;1.7</td>
</tr>
<tr>
<td valign="top" align="left">GO:0016987</td>
<td valign="top" align="left">BMF81_04729</td>
<td/>
<td valign="top" align="left">RNA polymerase sigma factor</td>
<td valign="top" align="center">&#x02212;1.02</td>
</tr>
<tr>
<td valign="top" align="left">GO:0043226</td>
<td valign="top" align="left">BMF81_03163</td>
<td valign="top" align="left">rimO</td>
<td valign="top" align="left">Ribosomal protein S12 methylthiotransferase</td>
<td valign="top" align="center">1.22</td>
</tr>
<tr>
<td valign="top" align="left">GO:0034062</td>
<td valign="top" align="left">BMF81_02138</td>
<td/>
<td valign="top" align="left">DNA-directed RNA polymerase subunit beta</td>
<td valign="top" align="center">1.08</td>
</tr>
<tr>
<td valign="top" align="left">GO:0034062</td>
<td valign="top" align="left">BMF81_02139</td>
<td/>
<td valign="top" align="left">DNA-directed RNA polymerase subunit beta</td>
<td valign="top" align="center">1.16</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color:#bbbdc0"><bold>CHAPERONES</bold></td>
</tr>
<tr>
<td valign="top" align="left">GO:0005515</td>
<td valign="top" align="left">BMF81_04277</td>
<td valign="top" align="left">dnaJ</td>
<td valign="top" align="left">Chaperone protein</td>
<td valign="top" align="center">1.33</td>
</tr>
<tr>
<td valign="top" align="left">GO:0043167</td>
<td valign="top" align="left">BMF81_04014</td>
<td valign="top" align="left">clpB1</td>
<td valign="top" align="left">ATP-dependent chaperon</td>
<td valign="top" align="center">1.37</td>
</tr>
<tr>
<td valign="top" align="left">GO:0043167</td>
<td valign="top" align="left">BMF81_04028</td>
<td valign="top" align="left">dnaK</td>
<td valign="top" align="left">Chaperone protein</td>
<td valign="top" align="center">1.29</td>
</tr>
<tr>
<td valign="top" align="left">GO:0005515</td>
<td valign="top" align="left">BMF81_01878</td>
<td valign="top" align="left">dnaJ</td>
<td valign="top" align="left">Chaperone protein</td>
<td valign="top" align="center">1.21</td>
</tr>
<tr>
<td valign="top" align="left">GO:0051082</td>
<td valign="top" align="left">BMF81_00304</td>
<td/>
<td valign="top" align="left">Chaperone protein dnaK2</td>
<td valign="top" align="center">1.99</td>
</tr>
<tr>
<td valign="top" align="left">GO:0051082</td>
<td valign="top" align="left">BMF81_00306</td>
<td/>
<td valign="top" align="left">Chaperone protein dnaK2</td>
<td valign="top" align="center">1.74</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Significantly differentially expressed genes (FDR &#x0003C; 0.01) were further used in gene ontology (GO) enrichment analysis to identify over- and under-represented GO terms (Figure <xref ref-type="fig" rid="F6">6</xref>). Several differentially expressed genes were classified to participate in cellular component organization or biogenesis (GO:0071840; e.g., BMF81_00264 and BMF81_03893). The demand for cell wall reorganization was further evidenced by up-regulation of genes related to peptidoglycan synthesis (GO:0071704: BMF81_03481-2). Photosynthesis and electron transport functions were heavily influenced by lowered salinity. Genes in the GO terms thylakoid (GO:0042651), photosynthetic membranes (GO:0034357), and phycobilisome (GO:0030089) together with photosynthesis (GO:0015979) and chlorophyll metabolic processes (GO:0015994) were significantly down-regulated. However, electron carrier activity (GO:0009055) and respiratory chain complex (GO0098803 and GO0070469) exhibited increased gene expression, showing the reorganized balance between the photosynthetic complex and respiratory chain. Transcription (GO:0034062, e.g., RNA polymerases BMF81_02138-9), translation (GO:0005840, e.g., ribosomal protein S12 methylthiotransferase BMF81_03163), and protein metabolism (GO:0006518, GO:0019538, and GO:0043043) were induced in low salinity, further demonstrating the high demand for structural and metabolic reorganization of the cell. Chaperones, molecules with an important role in protein folding, protection, and repair under stress conditions, were also highly up-regulated (BMF81_04014 and 04028).</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Gene Ontology (GO) enrichment analysis of the up-regulated <bold>(A)</bold> and down-regulated <bold>(B)</bold> genes in low salinity (0 g L<sup>&#x02212;1</sup> NaCl) compared to normal condition (6 g L<sup>&#x02212;1</sup> NaCl). Circle size is proportional to the number of differentially expressed genes (FDR &#x02264; 0.01) assigned to each GO term and the color indicates the log<sub>10</sub> adjusted <italic>p</italic>-value under hypergeometric test. Only GO terms with an adjusted <italic>p</italic>-value &#x0003C; 0.05 are shown. Pairwise semantic similarities of enriched GO terms were calculated using REVIGO with the SimRel method (Supek et al., <xref ref-type="bibr" rid="B74">2011</xref>). GO terms with a dispensability &#x0003C;0.15 were taken as representatives and were highlighted in black color and bold font, the remaining GO terms were taken as redundant and were shown in gray color. BP, biological process; CC, cellular components; MF, molecular function.</p></caption>
<graphic xlink:href="fmicb-09-00356-g0006.tif"/>
</fig>
<p>Trehalose and sucrose are the major compatible solutes participating in the protection of the cellular component under increased salinity in freshwater cyanobacteria (Kl&#x000E4;hn and Hagemann, <xref ref-type="bibr" rid="B37">2011</xref>). <italic>Nodularia</italic> UHCC 0039 possesses sucrose synthases genes along with trehalose synthase genes, similar to <italic>Nodularia spumigena</italic> CCY9414 (Vo&#x000DF; et al., <xref ref-type="bibr" rid="B79">2013</xref>), but these genes were not differentially expressed in our current study.</p>
<p>AntiSMASH was used to annotate the gene clusters of naturally produced biosynthetic gene clusters. Results showed that the genome of <italic>Nodularia</italic> UHCC 0039 harbors five known and two unknown gene clusters for the synthesis of natural products (Table <xref ref-type="supplementary-material" rid="SM16">S8</xref>). The known metabolites are nodularin, aeruginosin, nodulapeptin, spumigin, and heterocyst glycolipid. Of the known biologically active peptides, nodularin concentration was followed every fourth day (Figure <xref ref-type="supplementary-material" rid="SM8">S8</xref>). Nodularin concentrations increased over time in both low and high salinities, probably due to the accumulation of continuously produced toxins into cultures, while no differences were detected in nodularin concentrations or in the expression of genes within the nodularin gene cluster between low and moderate salinities. Interestingly, expression of the large genetic region containing 33 genes (BMF81_00493 and BMF81_00528) was heavily repressed (Log<sub>2</sub>FC &#x0003C; &#x02212;1). This particular region includes hybrid nonribosomal peptide synthetase and polyketide synthase gene clusters (BMF81_00493-507; BMF81_00524-526), but the products are unknown.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Species diversity in brackish water ecosystems is usually relatively narrow because most organisms have adapted to life in either marine or freshwater environment (Telesh et al., <xref ref-type="bibr" rid="B76">2013</xref>). However, cyanobacteria diversity is high in the brackish water Baltic Sea (Celepli et al., <xref ref-type="bibr" rid="B16">2017</xref>) and, hence, the underlying phenomena should be studied in much greater detail. In our study, <italic>Nodularia</italic> UHCC 0039 was found to proliferate equally well in all tested salinities above and including 3 g L<sup>&#x02212;1</sup> NaCl, whereas growth was severely hampered in freshwater conditions (0 g L<sup>&#x02212;1</sup> NaCl). Our findings agree well with previous studies carried out in the Baltic Sea, where salt concentration plays an important role in the abundance and intensity of <italic>Nodularia spumigena</italic> and <italic>Dolichospermum</italic> in the blooms (Lehtim&#x000E4;ki et al., <xref ref-type="bibr" rid="B42">1997</xref>; Stal et al., <xref ref-type="bibr" rid="B72">2003</xref>; Brutemark et al., <xref ref-type="bibr" rid="B13">2015</xref>). <italic>Nodularia</italic> dominates in more saline parts (Halinen et al., <xref ref-type="bibr" rid="B29">2007</xref>; Sivonen et al., <xref ref-type="bibr" rid="B70">2007</xref>). The optimal salt concentration for Baltic Sea <italic>Nodularia spumigena</italic> CCY9414 growth was previously found to be 12.5 g L<sup>&#x02212;1</sup> NaCl, which is the salinity prevailing in the southern regions of the Baltic Sea (M&#x000F6;ke et al., <xref ref-type="bibr" rid="B52">2013</xref>).</p>
<sec>
<title>Comparative genomics</title>
<p><italic>Nodularia spumigena</italic> is filamentous, capable of fixing atmospheric nitrogen and producing toxins, is buoyant, and forms akinetes in unfavorable conditions (Stal et al., <xref ref-type="bibr" rid="B72">2003</xref>; Castenholz, <xref ref-type="bibr" rid="B15">2015</xref>). The observed abundance of <italic>Nodularia spumigena</italic> in the Baltic Sea is thus the consequence of ecological niche adaptation, which can be obtained at the genome and gene regulation levels. The genome size of <italic>Nodularia</italic> UHCC 0039 was 5.39 Mb, which matches its previously sequenced counterparts <italic>Nodularia</italic> CCY9414 (5.46 Mb, Vo&#x000DF; et al., <xref ref-type="bibr" rid="B79">2013</xref>) and <italic>Nodularia spumigena</italic> CENA596 (5.2 Mb; Popin et al., <xref ref-type="bibr" rid="B60">2016</xref>). In the phylogenomic tree of <italic>Nostocales, Nodularia spumigena</italic> encompasses one branch, which corresponded with the cluster Id distinguished in the average nucleotide and amino acid identity analyses. Our phylogenomics analysis further demonstrates the close relationship of <italic>Nodularia spumigena</italic> strains and highlights the joint evolutionary origin of Baltic Sea <italic>Nodularia spumigena</italic> strains (Laamanen et al., <xref ref-type="bibr" rid="B41">2001</xref>; Lyra et al., <xref ref-type="bibr" rid="B46">2005</xref>).</p>
<p>Syntenic regions were identified within the Baltic Sea <italic>Nodularia spumigena</italic> UHCC 0039 and CCY9414, but plasticity was also ubiquitous between UHCC 0039 and CENA596. Increased numbers of IS elements in the genomes of the Baltic Sea <italic>Nodularia spumigena</italic> compared to <italic>Nodularia spumigena</italic> CENA596 explain brackish water adaptation, as IS elements are a great source of genetic rearrangement and environmental adaptation (Frangeul et al., <xref ref-type="bibr" rid="B23">2008</xref>). Phage-related horizontal gene transfer is another mechanism accelerating the evolution of bacteria and enabling them to adapt quickly in changing environments (Leitet et al., <xref ref-type="bibr" rid="B43">2006</xref>; Paul, <xref ref-type="bibr" rid="B58">2008</xref>; Shi and Falkowski, <xref ref-type="bibr" rid="B68">2008</xref>). Although we found no phage remnants in the genome of <italic>Nodularia</italic> UHCC 0039, there is evidence that lytic bacteriophages affect <italic>Nodularia spumigena</italic>, and Baltic Sea cyanobacteria are thus highly exposed to viruses (Cairns et al., <xref ref-type="bibr" rid="B14">2017</xref>; Coloma et al., <xref ref-type="bibr" rid="B19">2017</xref>). To defend against viruses and other foreign DNA, bacteria have evolved several mechanisms, such as restriction endonucleases and CRISPR-Cas systems, which are found also within cyanobacteria (Hein et al., <xref ref-type="bibr" rid="B31">2013</xref>; Scholz et al., <xref ref-type="bibr" rid="B66">2013</xref>). For example, all studied <italic>Microcystis aeruginosa</italic> strains carried at least one CRISPR loci in their genomes, and 10 CRISPR-Cas systems were identified from the genome of <italic>Microcystis aeruginosa</italic> PCC 9717 (Yang et al., <xref ref-type="bibr" rid="B86">2015</xref>). Here, two CRISPR loci with almost identical repeats were identified in the genome of <italic>Nodularia</italic> UHCC 0039. One of these loci lacked <italic>cas</italic> genes, which suggests that the two belong to the same CRISPR array.</p>
</sec>
<sec>
<title>Transcriptome adaptation to a new environment</title>
<p>Genomes of cyanobacteria are highly dynamic and the induction of either general or stress-specific genes and regulatory systems enable them to proliferate in a changing environment. Transcriptome modifications that acclimate to elevated salt concentration are induced rapidly (Billis et al., <xref ref-type="bibr" rid="B10">2014</xref>), but complete acclimation of metabolic processes resulting in the inhibition of cell division requires a longer time period (Qiao et al., <xref ref-type="bibr" rid="B61">2013</xref>; Al-Hosani et al., <xref ref-type="bibr" rid="B2">2015</xref>). For example, work on <italic>Synechocystis</italic> sp. strain PCC 6803 showed that the number of differentially expressed genes peaked after 30 min of salt shock and the majority of these genes returned back to the control level after acclimation for 24 h (Marin et al., <xref ref-type="bibr" rid="B50">2004</xref>). Relying on the number of differentially expressed genes found after 16 days of incubation in various salt concentrations, we assume that the reconstruction of a transcriptional pattern remained vivid long enough to minimize the harm of unfavorable salt conditions, fine-tune the metabolic patterns, and replace the damaged proteins. Specific sigma factors play crucial roles in the regulation of gene expression and acclimation to a new environment. Especially group 2 sigma factors, such as up-regulated SigB, SigC, and SigD homologs in <italic>Synechocystis</italic> sp. PCC 6803 are important in environmental acclimation, being involved in high salt, response to heat stress, nitrogen starvation, and further environmental perturbations (Marin et al., <xref ref-type="bibr" rid="B50">2004</xref>; Tuominen et al., <xref ref-type="bibr" rid="B77">2005</xref>; Singh et al., <xref ref-type="bibr" rid="B69">2006</xref>; Nikkinen et al., <xref ref-type="bibr" rid="B53">2012</xref>; Antal et al., <xref ref-type="bibr" rid="B8">2016</xref>). Moreover, we observed a matching induction of another sigma factor, BMF81_00672, which corresponds to SigE, (Sll1689) of the model <italic>Synechocystis</italic> sp. PCC 6803 (cf. Figure <xref ref-type="supplementary-material" rid="SM4">S4</xref>), which up-regulates the expression of genes encoding proteins involved in sugar catabolism (Osanai et al., <xref ref-type="bibr" rid="B54">2005</xref>, <xref ref-type="bibr" rid="B55">2011</xref>). Interestingly, decreased expression was found in one group 2 (BMF81_04399) and one group 3 (BMF81_04729) sigma factor, which lacked direct homologs in <italic>Synechocystis</italic> PCC 6803. Hence, these alternative sigma factors appear to have a role in the prevailing brackish water conditions.</p>
<p>Accumulation and production of compatible solutes together with ion exchange over the cell membrane are major salt-stress acclimation strategies for minimizing the effects of increased intracellular ion concentrations (Hagemann, <xref ref-type="bibr" rid="B27">2011</xref>). Low halotolerant strains are able to produce the compatible solutes trehalose and sucrose (Kl&#x000E4;hn and Hagemann, <xref ref-type="bibr" rid="B37">2011</xref>). In our study, none of the genes previously specifically known for salt stress appeared to remain up-regulated for 16 days. In turn, the metatranscriptomics study of the Baltic Sea showed that transcripts of trehalose synthase were not found, whereas transcripts of sucrose synthase were present at a salinity of &#x0003C;20 practical salinity unit (psu) (Celepli et al., <xref ref-type="bibr" rid="B16">2017</xref>). These results also matched the observations by Vo&#x000DF; et al. (<xref ref-type="bibr" rid="B79">2013</xref>) on the expression of these genes in <italic>Nodularia</italic> CCY9414. In addition, accumulation of compatible solutes was measured in <italic>Nodularia</italic> CCY9414, and sucrose appeared to be the major compatible solute (M&#x000F6;ke et al., <xref ref-type="bibr" rid="B52">2013</xref>). The possible role of trehalose as a compatible solute in brackish water ecosystems is thus questionable and needs more investigations.</p>
<p>In general, salt shock inhibits the proper functioning of several proteins and metabolic processes, such as photosynthesis, central metabolism, and cellular growth, and the high demand for the reconstruction of cellular metabolism is obvious (Marin et al., <xref ref-type="bibr" rid="B50">2004</xref>; Allakhverdiev and Murata, <xref ref-type="bibr" rid="B4">2008</xref>; Billis et al., <xref ref-type="bibr" rid="B10">2014</xref>; Rai et al., <xref ref-type="bibr" rid="B62">2014</xref>; Al-Hosani et al., <xref ref-type="bibr" rid="B2">2015</xref>). Chaperones, molecules with an important role in protein folding, protection, and repair under stress conditions, were highly up-regulated in our study. Their role in maintaining protein integrity under low and high salt stress was previously described (Fulda et al., <xref ref-type="bibr" rid="B24">2006</xref>; Al-Hosani et al., <xref ref-type="bibr" rid="B2">2015</xref>). The cell wall is the first part encountering a new environment, and thus cell wall structure and functioning have a crucial role in adaptation. In our study, the induction of the respective genes pointed at the reconstruction of cell wall structures in unfavorable low salt concentrations. Cell wall structure and composition have previously been shown to change drastically in increased salt concentrations (Poolman et al., <xref ref-type="bibr" rid="B59">2004</xref>; Huang et al., <xref ref-type="bibr" rid="B33">2006</xref>) and a similarly reorganized cell wall is also needed in unsuitable low salinity conditions (our study).</p>
</sec>
<sec>
<title>Natural products in unfavorable salinities</title>
<p>Cyanobacterial genomes harbor a great variation of gene clusters for the production of biologically active natural products, of which toxins, such as nodularin and microcystin, are the most studied molecules due to their harmfulness against mammals (Welker and von D&#x000F6;hren, <xref ref-type="bibr" rid="B83">2006</xref>). Similarly to <italic>Nodularia spumigena</italic> CCY9414, <italic>Nodularia</italic> UHCC 0039 harbors five gene clusters for chemically characterized bioactive compounds, including the nodularin toxin (Fewer et al., <xref ref-type="bibr" rid="B21">2013</xref>; Vo&#x000DF; et al., <xref ref-type="bibr" rid="B79">2013</xref>). Nodularin concentration was previously reported to decrease in extreme salinities (Lehtim&#x000E4;ki et al., <xref ref-type="bibr" rid="B42">1997</xref>), but here the tested salinity range was most probably too narrow and the nodularin concentration remained constant in all conditions. The drastically down-regulated region encompassing genes BMF81_00439 to BMF81_00526 shows high similarity to the siderophore synthase gene cluster in <italic>Agrobacterium tumefaciens</italic> C58 (Rondon et al., <xref ref-type="bibr" rid="B64">2004</xref>), but the product in cyanobacteria has not been identified. However, in unfavorable conditions, where cell growth and metabolism are heavily repressed, expression of this gene cluster appeared redundant and thus transcription was hindered.</p>
</sec>
</sec>
<sec id="s5">
<title>Author contributions</title>
<p>JT and KS designed and executed the experiment, and prepared the samples for sequencing. SH and WH designed the computational analysis pipeline, performed the bioinformatics analyses and prepared the figures. MW analyzed toxin samples. JT, SH, MW, WH, and KS wrote the manuscript.</p>
<sec>
<title>Conflict of interest statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
</sec>
</body>
<back>
<ack><p>We thank L. Saari for the maintenance of the cyanobacterial cultures and personnel in the sequencing centers at the Institute of Biotechnology, University of Helsinki, Finnish institute of Molecular Medicine (FIMM) and Macrogen Ltd.</p>
</ack>
<sec sec-type="supplementary-material" id="s6">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2018.00356/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2018.00356/full#supplementary-material</ext-link></p>
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</sec>
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<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> Our work resulted from the BONUS Blueprint project and was supported by BONUS (Art 185), funded jointly by the EU and Academy of Finland to KS. Bioinformatics analyses were supported by the German Federal Ministry for Education and Research (BMBF) program de.NBI-Partner (Grant 031 L0106B) to WH and by a China Scholarship Council grant to SH. Moreover, the authors acknowledge the support of the Freiburg Galaxy Team, funded by the German Federal Ministry of Education and Research [BMBF grant 031 A538A RBC (de.NBI) to R. Backofen].</p>
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