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<front>
<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.2017.01582</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>Identification of a New Target <italic>slr0946</italic> of the Response Regulator Sll0649 Involving Cadmium Tolerance in <italic>Synechocystis</italic> sp. PCC 6803</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Sun</surname> <given-names>Tao</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/125843/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Xu</surname> <given-names>Le</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Wu</surname> <given-names>Lina</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Song</surname> <given-names>Zhongdi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Chen</surname> <given-names>Lei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<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>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/43233/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Weiwen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/23082/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Laboratory of Synthetic Microbiology, School of Chemical Engineering and Technology, Tianjin University</institution> <country>Tianjin, China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Key Laboratory of Systems Bioengineering, Ministry of Education of China</institution> <country>Tianjin, China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Collaborative Innovation Center of Chemical Science and Engineering</institution> <country>Tianjin, China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Center for Biosafety Research and Strategy, Tianjin University</institution> <country>Tianjin, China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: <italic>Qiang Wang, Institute of Hydrobiology (CAS), China</italic></p></fn>
<fn fn-type="edited-by"><p>Reviewed by: <italic>Weimin Ma, Shanghai Normal University, China; Wenli Chen, Huazhong Agricultural University, China</italic></p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x002A;Correspondence: <italic>Lei Chen, <email>lchen@tju.edu.cn</email></italic></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Microbiotechnology, Ecotoxicology and Bioremediation, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>08</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>1582</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>06</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>08</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2017 Sun, Xu, Wu, Song, Chen and Zhang.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Sun, Xu, Wu, Song, Chen and Zhang</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) or licensor 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>Survival of photosynthetic cyanobacteria is challenged by environmental contaminations like heavy metals. Among them, deciphering the regulatory mechanisms for cadmium (Cd) in cyanobacteria would facilitate the construction of Cd-resistant strains. In this study, the DNA-Affinity-Purified-chromatin immunoprecipitation assay was employed to identify the direct targets of Sll0649, which was a Cd<sup>2+</sup>-related response regulator identified in our previous work in model cyanobacteria <italic>Synechocystis</italic> sp. PCC 6803. As a result, the promoter region of <italic>slr0946</italic> encoding the arsenate reductase was enriched fourfolds by quantitative real time PCR analysis. Further, deletion of <italic>slr0946</italic> led to a sensitive phenotype to Cd<sup>2+</sup> stress compared with the wild type (WT) and the sensitive phenotype of &#x0394;<italic>slr0946</italic> could be rescued by complementation assay via introducing <italic>slr0946</italic> back into &#x0394;<italic>slr0946</italic>. Finally, individually overexpression of <italic>slr0946</italic> as well as two Cd<sup>2+</sup>-related genes identified priviously (i.e., <italic>sll1598</italic> and <italic>slr0798</italic>) in WT could significantly improve the tolerance of <italic>Synechocystis</italic> sp. PCC 6803 to Cd<sup>2+</sup>. This study provided a better understanding of the tolerance mechanism to Cd<sup>2+</sup> in cyanobacteria and also feasible strategies for tolerance modifications to heavy metals in the future.</p>
</abstract>
<kwd-group>
<kwd>cyanobacteria</kwd>
<kwd>cadmium tolerance</kwd>
<kwd>response regulator</kwd>
<kwd>Sll0649</kwd>
<kwd>Slr0946</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="27"/>
<page-count count="8"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec><title>Introduction</title>
<p>Photosynthetic cyanobacteria are a large group of Gram-negative prokaryotes able to utilize CO<sub>2</sub> and sunlight directly for growth (<xref ref-type="bibr" rid="B5">Gao et al., 2016</xref>), playing a pivotal role in the global carbon and nitrogen cycling as well as in some bioremediation applications (<xref ref-type="bibr" rid="B19">Rahman et al., 2011</xref>). Notably, cyanobacteria have also been utilized as &#x201C;photosynthetic microbial factories&#x201D; and dozens of biofuels and chemicals have been successfully synthesized in recent years (<xref ref-type="bibr" rid="B5">Gao et al., 2016</xref>). Though various metals were required for growth, survival of cyanobacteria is challenged by heavy metals like arsenic (As), cadmium (Cd), mercury (Hg), and lead (Pb), which are increasingly spread out in the environment through human activities (<xref ref-type="bibr" rid="B2">Cassier-Chauvat and Chauvat, 2015</xref>). Among them, Cd<sup>2+</sup> is toxic to cyanobacteria even at a low concentration thus it is important to investigate the response mechanisms of cyanobacteria to Cd<sup>2+</sup> and then modified the tolerance to Cd<sup>2+</sup>. <xref ref-type="bibr" rid="B22">Sas et al. (2006)</xref> monitored the effect of Cd<sup>2+</sup> on the photosynthetic activity of model cyanobacteria <italic>Synechocystis</italic> sp. PCC 6803 (hereafter <italic>Synechocystis</italic>), founding that Cd<sup>2+</sup> could penetrate rapidly into the cells and blocked the photosynthetic activity by altering the whole-chain electron transport (<xref ref-type="bibr" rid="B22">Sas et al., 2006</xref>). In addition, <xref ref-type="bibr" rid="B24">Toth et al. (2012)</xref> claimed that the toxic effect of Cd<sup>2+</sup> on <italic>Synechocystis</italic> could be a cascade mechanism, in which the primary effect involved the rapid inhibition of CO<sub>2</sub>-dependent electron transport while the secondary effect related with inhibitory influences on PS II electron transport as well as the degradation of the reaction center protein D1 (<xref ref-type="bibr" rid="B24">Toth et al., 2012</xref>). Nevertheless, the response mechanisms of cyanobacteria to Cd<sup>2+</sup> were rarely elucidated (<xref ref-type="bibr" rid="B4">Chen et al., 2014b</xref>). A better understanding of the regulation mechanisms of cyanobacteria to Cd<sup>2+</sup> would benefit the tolerance modifications of cyanobacteria in the future.</p>
<p>Two-component systems (TCSs) are important regulatory mechanisms allowing microorganisms to sense and respond to environmental changes and stress conditions (<xref ref-type="bibr" rid="B15">Los et al., 2010</xref>). Each of them contains a histidine kinase (HK) serving as a sensor to perceive a specific environmental stimulus and a corresponding response regulator (RR) to regulate the expression level of target genes (<xref ref-type="bibr" rid="B26">West and Stock, 2001</xref>). Besides the participation of TCSs in biological processes such as membrane porin regulation (<xref ref-type="bibr" rid="B27">Yuan et al., 2011</xref>) and cell communications (<xref ref-type="bibr" rid="B25">von Bodman et al., 2008</xref>), recent studies have found the crucial roles of TCSs in bacterial stress responses like ion stress (<xref ref-type="bibr" rid="B15">Los et al., 2010</xref>; <xref ref-type="bibr" rid="B18">Prabhakaran et al., 2016</xref>). For example, the ColRS operon composed of a HK ColS and a RR ColR was found related with Cd<sup>2+</sup> and Mn<sup>2+</sup> resistance as a lack of ColRS caused a five-fold reduction in resistance to Mn<sup>2+</sup> in <italic>Pseudomonas putida</italic> CD2 (<xref ref-type="bibr" rid="B8">Hu and Zhao, 2007</xref>). In addition, the TCSs of CzcRS in <italic>P. aeruginosa</italic> and two regulatory systems (i.e., CusRS and CueR) in <italic>Escherichia coli</italic> were proved related with Zn<sup>2+</sup> and Cu<sup>2+</sup> stress response, respectively (<xref ref-type="bibr" rid="B6">Grass and Rensing, 2001</xref>; <xref ref-type="bibr" rid="B1">Caille et al., 2007</xref>). These studies suggested the important roles of TCSs in bacterial ion stress regulation and its potential application in tolerance modifications.</p>
<p>In <italic>Synechocystis</italic>, more than 90 genes were believed to encode a HK or RR protein (<xref ref-type="bibr" rid="B5">Gao et al., 2016</xref>). Among them, several proteins have been functionally characterized and proved to be related with various biological processes as well as abiotic stresses (<xref ref-type="bibr" rid="B15">Los et al., 2010</xref>; <xref ref-type="bibr" rid="B12">Liu et al., 2015</xref>). Our recent efforts using functional genomics strategies to study the metabolic responses of <italic>Synechocystis</italic> to various abiotic stresses also discovered several stress-responsive genes including a RR gene <italic>slr1909</italic> involving acid stress and two RR genes (i.e., <italic>sll0039</italic> and <italic>slr1037</italic>) directly related with 1-butanol stress (<xref ref-type="bibr" rid="B3">Chen et al., 2014a</xref>; <xref ref-type="bibr" rid="B21">Ren et al., 2014</xref>; <xref ref-type="bibr" rid="B17">Niu et al., 2015</xref>). Notably, our previous study also identified a RR gene <italic>sll0649</italic> involved in Cd<sup>2+</sup> tolerance in <italic>Synechocystis</italic> (<xref ref-type="bibr" rid="B4">Chen et al., 2014b</xref>). Besides, <italic>sll1598</italic> and <italic>slr0798</italic> were proved to be the target of <italic>sll0649</italic> via electrophoretic mobility shift assays (EMSAs) (<xref ref-type="bibr" rid="B4">Chen et al., 2014b</xref>). In this study, to further explore the Cd<sup>2+</sup> resistance mechanism in <italic>Synechocystis</italic>, DNA-affinity-purified chip (DAP-chip) assays was employed to identify new targets of Sll0649. The DAP-chip assay successfully identified another new target, i.e., <italic>slr0946</italic>, related with Cd<sup>2+</sup> stress response. In addition, individually overexpression of all three targets of <italic>sll0649</italic> (i.e., <italic>sll1598</italic>, <italic>slr0798</italic>, and <italic>slr0946</italic>) could improve the tolerance of <italic>Synechocystis</italic> to Cd<sup>2+</sup>. Our work here provided new insights about the Cd<sup>2+</sup> regulatory mechanisms in cyanobacteria and also feasible strategies for tolerance modifications to heavy metals.</p>
</sec>
<sec id="s1" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec><title>Bacterial Culture Conditions</title>
<p><italic>Escherichia coli</italic> BL21 (DE3) and <italic>E. coli</italic> DH5&#x03B1; were grown in the standard liquid LB medium or on agar plate with appropriate antibiotic (i.e., 10 &#x03BC;g/mL kanamycin) at 37&#x00B0;C using a shaking incubator at 130 rpm or incubator (Honour, Tianjin, China). Wild type <italic>Synechocystis</italic> (WT), mutants and the constructed strains were grown on agar plate or in BG11 medium at pH 7.5 using an illuming incubator or shaking incubator at a light intensity of approximately 50 &#x03BC;mol photons m<sup>-2</sup>s<sup>-1</sup> and 130 rpm at 30&#x00B0;C (Honour, Tianjin, China). Medium for mutants and constructed strains was supplemented with appropriate antibiotic(s) (i.e., 10 &#x03BC;g/mL chloramphenicol and/or 10 &#x03BC;g/mL kanamycin). All strains and plasmids used in this study were listed in <bold>Table <xref ref-type="table" rid="T1">1</xref></bold>.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Strains and plasmids used in this study.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Strain</th>
<th valign="top" align="left">Genotype&#x2018;</th>
<th valign="top" align="left">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>E. coli</italic> DH5&#x03B1;</td>
<td valign="top" align="left">F<sup>-</sup>, &#x03C6;80d <italic>lac</italic>Z&#x25B3;M15, &#x0394;(<italic>lac</italic>ZYA-<italic>arg</italic>F) U169, <italic>deo</italic>R, <italic>rec</italic>A1, <italic>end</italic>A1, <italic>hsd</italic>R17(r<sub>k</sub><sup>-</sup>,m<sub>k</sub><sup>+</sup>), <italic>pho</italic>A, <italic>sup</italic>E44, &#x03BB;-, <italic>thi</italic>-1, <italic>gyr</italic>A96, <italic>rel</italic>A1</td>
<td valign="top" align="left">Stratagene</td>
</tr>
<tr>
<td valign="top" align="left"><italic>E. coli</italic> BL21</td>
<td valign="top" align="left">F<sup>-</sup>, <italic>ompT gal dcm lon hsdS<sub>B</sub></italic>(r<sub>B</sub><sup>-</sup> m<sub>B</sub><sup>-</sup>) <italic>araB::T7RNAP-tetA</italic></td>
<td valign="top" align="left">Stratagene</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Synechocystis</italic> sp. PCC 6803</td>
<td valign="top" align="left">WT</td>
<td valign="top" align="left">ATCC 27184</td>
</tr>
<tr>
<td valign="top" align="left">&#x0394;<italic>sll0649</italic>-pJA0649</td>
<td valign="top" align="left">pJA2::PpsbA2-<italic>sll0649</italic>, Km<sup>R</sup> in &#x0394;<italic>sll0649</italic> strain</td>
<td valign="top" align="left">This study</td>
</tr>
<tr>
<td valign="top" align="left">&#x0394;<italic>slr0946</italic></td>
<td valign="top" align="left">&#x0394;<italic>slr0946</italic>::Cm<sup>R</sup></td>
<td valign="top" align="left">This study</td>
</tr>
<tr>
<td valign="top" align="left">&#x0394;<italic>slr0946</italic>-pJA0946</td>
<td valign="top" align="left">pJA2::PpsbA2-<italic>slr0946</italic>, Km<sup>R</sup> in &#x0394;<italic>slr0946</italic> strain</td>
<td valign="top" align="left">This study</td>
</tr>
<tr>
<td valign="top" align="left">WT-pJA0649</td>
<td valign="top" align="left">pJA2::PpsbA2-<italic>sll0649</italic>, Km<sup>R</sup> in WT</td>
<td valign="top" align="left">This study</td>
</tr>
<tr>
<td valign="top" align="left">WT-pJA0798</td>
<td valign="top" align="left">pJA2::PpsbA2-<italic>slr0798</italic>, Km<sup>R</sup> in WT</td>
<td valign="top" align="left">This study</td>
</tr>
<tr>
<td valign="top" align="left">WT-pJA1598</td>
<td valign="top" align="left">pJA2::PpsbA2-<italic>sll1598</italic>, Km<sup>R</sup> in WT</td>
<td valign="top" align="left">This study</td>
</tr>
<tr>
<td valign="top" align="left">WT-pJA0946</td>
<td valign="top" align="left">pJA2::PpsbA2-<italic>slr0946</italic>, Km<sup>R</sup> in WT</td>
<td valign="top" align="left">This study</td>
</tr>
<tr>
<td valign="top" align="left"><bold>Plasmids</bold></td>
<td valign="top" align="left"></td>
<td valign="top" align="left"></td>
</tr>
<tr>
<td valign="top" align="left">pJA2</td>
<td valign="top" align="left"></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B9">Huang et al., 2010</xref>; <xref ref-type="bibr" rid="B10">Kaczmarzyk et al., 2014</xref></td>
</tr>
<tr>
<td valign="top" align="left"></td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec><title>Strains Construction</title>
<p>All primers used in this study were listed in Supplementary Table <xref ref-type="supplementary-material" rid="SM1">S1</xref>.</p>
<p>For gene deletion, the homologous recombination method was employed for the construction of gene knockout fragments for <italic>slr0946</italic> (<xref ref-type="bibr" rid="B4">Chen et al., 2014b</xref>). Briefly, the chloramphenicol resistance cassette (amplified from pACYC184), two flanking homologous arms (about 1 kb) were employed for overlapping PCR and replacing the target gene of <italic>Synechocystis</italic> by natural transformation. The successful knockout mutant was confirmed by PCR and purified via successive passages.</p>
<p>For gene complementation and overexpression, a replicative vector pJA2 kindly provided by Prof. Paul Hudson (KTH Royal Institute of Technology of Sweden) was employed to overexpress <italic>sll0649</italic>, <italic>sll1598</italic>, <italic>slr0798</italic>, and <italic>slr0946</italic>, respectively (<xref ref-type="bibr" rid="B9">Huang et al., 2010</xref>; <xref ref-type="bibr" rid="B10">Kaczmarzyk et al., 2014</xref>). The resulting plasmid pJA2-<italic>sll0649</italic> and pJA2-<italic>slr0946</italic> was, respectively, back introduced into &#x0394;<italic>sll0649</italic> and &#x0394;<italic>slr0946</italic>, leading to complementation strains &#x0394;<italic>sll0649-</italic>pJA0649 and &#x0394;<italic>slr0946</italic>-pJA0946. In addition, the resulting plasmid pJA2-<italic>slr0946</italic>, pJA2-<italic>sll0649</italic>, pJA2-<italic>sll1598</italic>, and pJA2-<italic>slr0798</italic> were, respectively, introduced into the WT, leading to the overexpression strains WT-pJA0946, WT-pJA0649, WT-pJA1598, and WT-pJA0798. The transformation was performed using GenePulser Xcell (Bio-Rad, Hercules, CA, United States) (<xref ref-type="bibr" rid="B23">Sun et al., 2017</xref>). The positive colonies were validated by PCR.</p>
</sec>
<sec><title>Growth Patterns under Cd<sup>2+</sup> Stress</title>
<p>For growth patterns, 5 mL fresh cells at OD<sub>630 nm</sub> = 0.2 were collected by centrifugation (4&#x00B0;C, 3000 &#x00D7; <italic>g</italic> for 15 min) and then were inoculated into 25 mL BG11 liquid medium in a 100 mL flask with or without CdSO<sub>4</sub>, each with three replicates (the concentration of CdSO<sub>4</sub> was 4.6 &#x03BC;M for WT and deletion mutants but 5.0 &#x03BC;M for WT and overexpression strains). Cell density was measured on an ELx808 Absorbance Microplate Reader (BioTek, Winooski, VT, United States) at OD<sub>630</sub> (<xref ref-type="bibr" rid="B23">Sun et al., 2017</xref>). Growth experiments were repeated at least three times to confirm the phenotype.</p>
</sec>
<sec><title>Overexpression and Purification of His<sub>6</sub>-Sll0649 Protein</title>
<p>Overexpression and purification of His<sub>6</sub>-Sll0649 protein were carried out as described previously (<xref ref-type="bibr" rid="B4">Chen et al., 2014b</xref>). Briefly, the <italic>sll0649</italic> gene was amplified and then cloned to pET46 Ek/LIC vector, resulting in the plasmid pET46-<italic>sll0649</italic>. The pET46-<italic>sll0649</italic> plasmid was then transformed into <italic>E. coli</italic> BL21 (DE3). The expression of His<sub>6</sub>-Sll0649 was induced by 0.1 mM isopropyl &#x03B2;-<sc>D</sc>-1-thiogalactopyranoside (IPTG) and followed by incubation at 22&#x00B0;C overnight. His<sub>6</sub>-Sll0649 was purified by the Ni-NTA agarose chromatography (GE healthcare, Uppsala, Sweden).</p>
</sec>
<sec><title>DAP-Chip Assay</title>
<p>DNA-affinity-purified chip assays were employed to identify the genes that directly regulated by Sll0649. Promoter regions of 10 selected genes were amplified by PCR and incubated with the purified recombinant His<sub>6</sub>-Sll0649 to allow the possible enrichment after elution according to the protocols described in the literature (<xref ref-type="bibr" rid="B20">Rajeev et al., 2011</xref>). Briefly, the binding reactions (500 &#x03BC;L) were set up with 12 to 18 &#x03BC;g of sheared <italic>Synechocystis</italic> genomic DNA (with an average length of 500 bp) and purified protein in the incubation buffer [20 mM Tris-HCl, pH 7.5; 1 mM dithiothreitol (DTT); 5 mM MgCl<sub>2</sub>; 0.04 mg/mL BSA and 25% glycerol (v/v)]. The reactions were incubated at 25&#x00B0;C in a thermal cycler for 30 min; 50 &#x03BC;L of the reaction was then cleaned up by Qiaquick PCR purification columns (Qiagen, Hilden, Germany) and saved as input DNA. The rest was loaded to the Ni-NTA agarose chromatography that had been washed in the binding/wash buffer [20 mM Tris-HCl, pH 7.5; 10 mM MgCl<sub>2</sub>; 50 mM KCl; 25% glycerol (<italic>v/v</italic>)]. The enriched DNA was specifically eluted from the resin with 500 &#x03BC;L elution buffer [20 mM Tris-HCl, pH 7.5; 500 mM NaCl; 600 mM imidazole; 10% glycerol (<italic>v/v</italic>)]. The enriched DNA fractions were cleaned up and saved as output DNA. Input DNA and output DNA were quantified using the Nanodrop 2000 (Thermo, CA, United States).</p>
</sec>
<sec><title>Quantitative Real Time PCR Analysis (qRT-PCR)</title>
<p>The qRT-PCR analysis was used to examine the enrichment fold of promoter regions of different genes after incubation with His<sub>6</sub>-Sll0649. Primers for qRT-PCR analysis were designed using Primer Express 2.0. To differentiate PCR products from primer dimers, primers were selected to generate amplicons with sizes around 100&#x2013;200 bp. Experimental steps are based on the description previously (<xref ref-type="bibr" rid="B23">Sun et al., 2017</xref>). Three technical replicates were performed for each sample. Data analysis was carried out using the StepOnePlus analytical software (Applied Biosystems, Foster City, CA, United States) and the 2<sup>-&#x0394;&#x0394;C<sub>T</sub></sup> method (<xref ref-type="bibr" rid="B13">Livak and Schmittgen, 2001</xref>). The <italic>rnpB</italic> gene encoding RNase P subunit B was used as an internal control (<xref ref-type="bibr" rid="B3">Chen et al., 2014a</xref>). Then the enrichment fold of output DNA was relatively quantified compared to that of input DNA. All primers were provided in Supplementary Table <xref ref-type="supplementary-material" rid="SM1">S1</xref>.</p>
</sec>
<sec><title>Electrophoretic Mobility Shift Assay (EMSAs)</title>
<p>The EMSAs were performed as described previously (<xref ref-type="bibr" rid="B4">Chen et al., 2014b</xref>). Briefly, the promoter regions of <italic>slr0946</italic> and <italic>slr1204</italic> were amplified using the genomic DNA of <italic>Synechocystis</italic> and labeled with Cy5-labeled primer (5&#x2032;-AGCCAGTGGCGATAAG-3&#x2032;). The labeled PCR products were purified by QIAquick PCR Purification Kit (Qiagen, Hilden, Germany). In each EMSA reaction, &#x223C;10 ng of Cy5-labeled DNA probes was incubated with varying amount of His<sub>6</sub>-Sll0649 protein in incubation buffer [1 mg/mL poly(dI&#x2013;dC) (Roche, Basel, Switzerland), 20 mM Tris-base (pH 7.9), 1 mM DTT, 10 mM MgCl<sub>2</sub>, 0.2 mg/mL BSA and 5% glycerol (<italic>v/v</italic>)] for 20 min at 25&#x00B0;C. After incubation, protein-bound DNA and free DNA were separated by 6% Native-PAGE and viewed under Typhoon (GE healthcare, Uppsala, Sweden).</p>
</sec>
</sec>
<sec><title>Results</title>
<sec><title>Complementation of <italic>sll0649</italic> in &#x0394;<italic>sll0649</italic></title>
<p>In our previous work, a RR encoding gene <italic>sll0649</italic> was identified involved in Cd<sup>2+</sup> stress response in <italic>Synechocystis</italic> and &#x0394;<italic>sll0649</italic> exhibited more sensitive phenotype to Cd<sup>2+</sup> than WT (<xref ref-type="bibr" rid="B4">Chen et al., 2014b</xref>). In this work, to further confirm the involvement of <italic>sll0649</italic> in Cd<sup>2+</sup> tolerance, the <italic>sll0649</italic> gene was placed under the control of the <italic>P</italic><sub>psbA2</sub> promoter using a shuttle vector pJA2 and introduced back into the &#x0394;<italic>sll0649</italic> mutant. The growth patterns among WT, &#x0394;<italic>sll0649</italic> and &#x0394;<italic>sll0649</italic>-pJA0649 strains were then tested under normal medium and medium with 4.6 &#x03BC;M Cd<sup>2+</sup>. As illustrated in <bold>Figure <xref ref-type="fig" rid="F1">1</xref></bold>, no obvious growth differences were observed for all three strains under both normal BG11 medium. Under 4.6 &#x03BC;M Cd<sup>2+</sup> stress condition, the complementation stain (i.e., &#x0394;<italic>sll0649</italic>-pJA0649) was able to rescue the sensitive phenotype of the &#x0394;<italic>sll0649</italic> to Cd<sup>2+</sup>, further suggesting the participation of <italic>sll0649</italic> in Cd<sup>2+</sup> regulation (<bold>Figure <xref ref-type="fig" rid="F1">1</xref></bold>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Growth patterns of WT, &#x0394;<italic>sll0649</italic> and &#x0394;<italic>sll0649</italic>-pJA0649 strains in BG11 medium with or without 4.6 &#x03BC;M cadmium sulfate. The error bars represented the calculated standard deviation of the three biological replicates.</p></caption>
<graphic xlink:href="fmicb-08-01582-g001.tif"/>
</fig>
</sec>
<sec><title>Identification of New Binding Targets of Sll0649 by DAP-Chip Assays</title>
<p>In our previous work, <italic>sll1598</italic> and <italic>slr0798</italic> have been identified as target genes of Sll0649 via EMSAs (<xref ref-type="bibr" rid="B4">Chen et al., 2014b</xref>). To further identify the new binding target(s) of Sll0649, DAP-chip strategy was employed. The full-length Sll0649 protein was first expressed in <italic>E. coli</italic> BL21(DE3) with a His<sub>6</sub>-tag at its N-termini. Extractive <italic>Synechocystis</italic> genomic DNA was sheared into 500&#x2013;600 bp by sonification as input DNA. Purified His<sub>6</sub>-tagged Sll0649 proteins were incubated with sheared genomic DNA, and protein-bound DNA was purified using Ni-NTA resin to obtain the output DNA.</p>
<p>Then qRT-PCR was employed to determine the enrichment folds of different DNA regions. Ten candidate genes from upstream regions of <italic>sll0649</italic> were selected according to the previous results of quantitative proteomics analysis (<xref ref-type="bibr" rid="B4">Chen et al., 2014b</xref>). Among these ten candidates, seven of them (i.e., <italic>sll0247</italic>, <italic>sll0248</italic>, <italic>slr0513</italic>, <italic>slr1204</italic>, <italic>slr0944</italic>, <italic>slr0945</italic>, and <italic>slr0946</italic>) were found down-regulated in &#x0394;<italic>sll0649</italic> compared to WT under Cd<sup>2+</sup> stress, and the other three (i.e., <italic>sll0041</italic>, <italic>sll0507</italic>, and <italic>sll0819</italic>) were randomly selected as negative controls. The <italic>rnpB</italic> gene was used as a control for normalization in this study. The results of qRT-PCR were listed in <bold>Table <xref ref-type="table" rid="T2">2</xref></bold>, in which <italic>slr0946</italic> encoding the arsenate reductase was found enriched fourfolds among output Sll0649-bound DNAs compared to input DNA, suggesting it could be a new target of Sll0649.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>The results of quantitative real time PCR analysis (qRT-PCR).</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Gene ID</th>
<th valign="top" align="center">Input <italic>C</italic><sub>t</sub> value</th>
<th valign="top" align="center">Output <italic>C</italic><sub>t</sub> value</th>
<th valign="top" align="center">2<sup>-&#x0394;&#x0394;<italic>C</italic><sub>T</sub></sup></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>sll0041</italic></td>
<td valign="top" align="center">25.118 &#x00B1; 0.044</td>
<td valign="top" align="center">23.925 &#x00B1; 0.490</td>
<td valign="top" align="center">1.229</td>
</tr>
<tr>
<td valign="top" align="left"><italic>sll0507</italic></td>
<td valign="top" align="center">20.844 &#x00B1; 0.065</td>
<td valign="top" align="center">19.654 &#x00B1; 0.419</td>
<td valign="top" align="center">1.226</td>
</tr>
<tr>
<td valign="top" align="left"><italic>sll0819</italic></td>
<td valign="top" align="center">21.897 &#x00B1; 0.051</td>
<td valign="top" align="center">19.962 &#x00B1; 0.025</td>
<td valign="top" align="center">2.055</td>
</tr>
<tr>
<td valign="top" align="left"><italic>sll0247</italic></td>
<td valign="top" align="center">32.098 &#x00B1; 0.199</td>
<td valign="top" align="center">30.943 &#x00B1; 0.013</td>
<td valign="top" align="center">1.197</td>
</tr>
<tr>
<td valign="top" align="left"><italic>sll0248</italic></td>
<td valign="top" align="center">32.031 &#x00B1; 0.434</td>
<td valign="top" align="center">30.114 &#x00B1; 0.007</td>
<td valign="top" align="center">2.029</td>
</tr>
<tr>
<td valign="top" align="left"><italic>slr0513</italic></td>
<td valign="top" align="center">21.855 &#x00B1; 0.076</td>
<td valign="top" align="center">20.202 &#x00B1; 0.125</td>
<td valign="top" align="center">1.690</td>
</tr>
<tr>
<td valign="top" align="left"><italic>slr1204</italic></td>
<td valign="top" align="center">22.526 &#x00B1; 0.089</td>
<td valign="top" align="center">21.554 &#x00B1; 0.145</td>
<td valign="top" align="center">1.054</td>
</tr>
<tr>
<td valign="top" align="left"><italic>slr0944</italic></td>
<td valign="top" align="center">21.821 &#x00B1; 0.011</td>
<td valign="top" align="center">20.756 &#x00B1; 0.275</td>
<td valign="top" align="center">1.124</td>
</tr>
<tr>
<td valign="top" align="left"><italic>slr0945</italic></td>
<td valign="top" align="center">15.004 &#x00B1; 0.058</td>
<td valign="top" align="center">14.409 &#x00B1; 0.066</td>
<td valign="top" align="center">0.812</td>
</tr>
<tr>
<td valign="top" align="left"><italic>slr0946</italic></td>
<td valign="top" align="center">28.719 &#x00B1; 0.107</td>
<td valign="top" align="center">25.741 &#x00B1; 0.241</td>
<td valign="top" align="center">4.234</td>
</tr>
<tr>
<td valign="top" align="left"><italic>rnpB</italic></td>
<td valign="top" align="center">18.713 &#x00B1; 0.077</td>
<td valign="top" align="center">17.817 &#x00B1; 0.063</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec><title>Validation of Binding Target of Sll0649 through EMSAs</title>
<p>In order to further verify the reliability of the new target <italic>slr0946</italic>, we performed EMSAs using purified His<sub>6</sub>-Sll0649 and the promoter region of <italic>slr0946</italic>. Meanwhile, the <italic>slr1204</italic> gene encoding degP was selected as the negative control. As shown in <bold>Figure <xref ref-type="fig" rid="F2">2</xref></bold>, clear gel-shift pattern for the purified His<sub>6</sub>-Sll0649 with P<italic>slr0946</italic> was investigated while no direct binding was observed for the His<sub>6</sub>-Sll0649 with P<italic>slr1204</italic> under the testing condition, suggesting that Sll0649 was able to bind directly to the promoter region of <italic>slr0946</italic>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Electrophoretic mobility shift assays (EMSAs) to investigate the interaction of Sll0649 with promoter regions of <italic>slr0946</italic> and <italic>slr1204</italic>. The amounts of His<sub>6</sub>-Sll0649 (&#x03BC;M) used were as indicated and 10 ng each of 5&#x2032;-cy5-labeled probes was added in the reaction of EMSAs.</p></caption>
<graphic xlink:href="fmicb-08-01582-g002.tif"/>
</fig>
</sec>
<sec><title>Functional Analysis of <italic>slr0946</italic> by Knockout and Complementation Assays</title>
<p>To investigate the relationship of <italic>slr0946</italic> with Cd<sup>2+</sup> stress response, knockout mutant was generated by inserting the chloramphenicol resistance cassettes to the opening reading frame (ORF) of <italic>slr0946</italic>. The &#x0394;<italic>slr0946</italic> mutant was viable and its growth rate in the normal BG11 medium was similar to that of the WT (<bold>Figure <xref ref-type="fig" rid="F3">3</xref></bold>). However, under 4.6 &#x03BC;M Cd<sup>2+</sup> stress condition, &#x0394;<italic>slr0946</italic> was found more sensitive to Cd<sup>2+</sup> than WT (<bold>Figure <xref ref-type="fig" rid="F3">3</xref></bold>), indicating its involvement in Cd<sup>2+</sup> stress response. We further constructed a complementary mutant named &#x0394;<italic>slr0946</italic>-pJA0946 by introducing the gene <italic>slr0946</italic> back into &#x0394;<italic>slr0946</italic> using a shuttle vector pJA2. As expected, the &#x0394;<italic>slr0946</italic>-pJA0946 strain was able to rescue the sensitive phenotype of &#x0394;<italic>slr0946</italic> to Cd<sup>2+</sup> in 4.6 &#x03BC;M Cd<sup>2+</sup> stress (<bold>Figure <xref ref-type="fig" rid="F3">3</xref></bold>), further confirming the participation of <italic>slr0946</italic> in Cd<sup>2+</sup> stress response.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Growth patterns of WT, &#x0394;<italic>slr0946</italic> and &#x0394;<italic>slr0946</italic>-pJA0946 in BG11 medium with or without 4.6 &#x03BC;M cadmium sulfate. The error bars represented the calculated standard deviation of the three biological replicates.</p></caption>
<graphic xlink:href="fmicb-08-01582-g003.tif"/>
</fig>
</sec>
<sec><title>Tolerance Modifications to Cd<sup>2+</sup> via Overexpressing <italic>sll0649</italic>, <italic>sll1598</italic>, <italic>slr0798</italic>, and <italic>slr0946</italic></title>
<p>Engineered Cd<sup>2+</sup>-resistant strains in <italic>Synechocystis</italic> could be promising and useful for further Cd<sup>2+</sup> tolerance modifications in other cyanobacterial chassis. In this study, aiming to improve the Cd<sup>2+</sup> resistance of <italic>Synechocystis</italic>, we respectively, overexpressed four genes related to Cd<sup>2+</sup> resistance, i.e., <italic>sll0649</italic>, <italic>sll1598</italic>, <italic>slr0798</italic>, and <italic>slr0946</italic> in WT. The constructed strains were named as WT-pJA0649, WT-pJA1598, WT-pJA0798, and WT-pJA0946, respectively.</p>
<p>Growth patterns showed no visible differences among all the four overexpression strains in the normal BG11 medium compared to WT (<bold>Figure <xref ref-type="fig" rid="F4">4</xref></bold>). Excitingly, three of the four overexpression strains, i.e., WT-pJA1598, WT-pJA0798, and WT-pJA0946 had significant tolerance improvement compared to WT under 5.0 &#x03BC;M Cd<sup>2+</sup> stress condition (<bold>Figures <xref ref-type="fig" rid="F4">4B</xref>&#x2013;<xref ref-type="fig" rid="F4">D</xref></bold>). This indicated that overexpression of any of the three target genes of Sll0649 (i.e., <italic>sll1598</italic>, <italic>slr0798</italic>, and <italic>slr0946</italic>) could improve the tolerance of WT to Cd<sup>2+</sup>. However, we found that overexpression of <italic>sll0649</italic> can&#x2019;t improve the tolerance of WT to Cd<sup>2+</sup> due to some unknown reason (<bold>Figure <xref ref-type="fig" rid="F4">4A</xref></bold>). To address this issue, the expression level of <italic>sll0649</italic> was measured by qRT-PCR in WT and WT-pJA0649. The result showed that the transcriptional level of <italic>sll0649</italic> gene in WT-pJA0649 was over 10-folds than that in WT (data not shown), suggesting that overexpressing <italic>sll0649</italic> gene can&#x2019;t improve Cd<sup>2+</sup> tolerance in <italic>Synechocystis</italic>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Growth patterns between WT and constructed strains. <bold>(A)</bold> Growth patterns between WT and WT-pJA0649 with or without 5.0 &#x03BC;M cadmium sulfate. <bold>(B)</bold> Growth patterns between WT and WT-pJA1598 with or without 5.0 &#x03BC;M cadmium sulfate. <bold>(C)</bold> Growth patterns between WT and WT-pJA0798 with or without 5.0 &#x03BC;M cadmium sulfate. <bold>(D)</bold> Growth patterns between WT and WT-pJA0946 with or without 5.0 &#x03BC;M cadmium sulfate. The error bars represented the calculated standard deviation of the three biological replicates.</p></caption>
<graphic xlink:href="fmicb-08-01582-g004.tif"/>
</fig>
</sec>
</sec>
<sec><title>Discussion</title>
<p>It is well known that microbes tend to employ multiple resistance mechanisms in dealing with a single stress (<xref ref-type="bibr" rid="B18">Prabhakaran et al., 2016</xref>). Thus, it could be challenging to achieve tolerance improvement by sequentially engineering multiple genes. As manipulation of a regulatory gene might achieve simultaneous modifications of series of genes related to tolerance (<xref ref-type="bibr" rid="B15">Los et al., 2010</xref>), it has been proposed as an alternative strategy to focus on regulatory genes for tolerance modifications. In our previous study, a RR Sll0649 was found related with Cd<sup>2+</sup> stress response (<xref ref-type="bibr" rid="B4">Chen et al., 2014b</xref>). In this study, complementation of <italic>sll0649</italic> in &#x0394;<italic>sll0649</italic> rescued the sensitive phenotype though overexpression of <italic>sll0649</italic> can&#x2019;t improve the tolerance of WT to Cd<sup>2+</sup>. As qRT-PCR showed overexpressed transcripts of <italic>sll0649</italic> in WT-pJA0649, we deduced that <italic>sll0649</italic> could control the Cd<sup>2+</sup> response mechanism in <italic>Synechocystis</italic> but its expression level might already be saturated in WT.</p>
<p>Biochemical and/or genetic approaches have historically been used to study DNA-protein interactions. Among them, ChiP was a powerful and useful tool to obtain information of binding sites for RR. For example, by employing DAP-chip, <xref ref-type="bibr" rid="B20">Rajeev et al. (2011)</xref> presented a systematic experimental determination of the genes regulated by two RRs in <italic>Desulfovibrio vulgaris</italic> Hildenborough (<xref ref-type="bibr" rid="B20">Rajeev et al., 2011</xref>). In our DAP-chip assays along with qRT-PCR, Sll0649 was found to directly bind to the promoter region of <italic>slr0946</italic>. The <italic>slr0946</italic> gene appears to be located at the end of a gene cluster of <italic>slr0944-slr0945-slr0946</italic> belonging to the <italic>arsBHC</italic> operon. However, our results showed that there might be different regulation mechanisms for these three genes, since only the promoter region of <italic>slr0946</italic> was enriched (<bold>Table <xref ref-type="table" rid="T2">2</xref></bold>). Early studies have shown that the operon of <italic>slr0944-slr0945-slr0946</italic> was involved in arsenic sensing and resistance system in <italic>Synechocystis</italic> (<xref ref-type="bibr" rid="B11">Li et al., 2003</xref>; <xref ref-type="bibr" rid="B14">Lopez-Maury et al., 2003</xref>). In addition, <italic>slr0946</italic> encoding the arsenate reductase was found triggered by Cd in <italic>Synechocystis</italic> under the control of the regulator Slr1738 (<xref ref-type="bibr" rid="B7">Houot et al., 2007</xref>). In our previous study, Slr0946 was also among the down-regulated proteins in &#x0394;<italic>sll0649</italic> after Cd<sup>2+</sup> treatment (<xref ref-type="bibr" rid="B4">Chen et al., 2014b</xref>), which was consistent with the result that Slr0946 was triggered by Cd<sup>2+</sup> stress (<xref ref-type="bibr" rid="B7">Houot et al., 2007</xref>). Notably, though overexpression of <italic>sll0649</italic> had no tolerance improvement of WT to Cd<sup>2+</sup>, overexpression of any of its three target genes including <italic>slr0946</italic>, <italic>sll1598</italic>, and <italic>slr0798</italic> could enhance the resistance to Cd<sup>2+</sup>, suggesting their relevance with Cd<sup>2+</sup> stress response.</p>
<p>In <italic>E. coli</italic>, OmpR serving as a transcriptional factor promoted the transcription of <italic>ompF</italic> in conditions of low osmolality while repressing the transcription of <italic>ompF</italic> and activating the transcription of <italic>ompC</italic> at high osmolality (<xref ref-type="bibr" rid="B16">Martinez-Hackert and Stock, 1997</xref>). In addition, the DNA binding sequences for OmpR have been elucidated, which were in a tandem arrangement and conserved bases were separated from each other by ten base pairs, or roughly one helical turn (<xref ref-type="bibr" rid="B16">Martinez-Hackert and Stock, 1997</xref>). For Sll0649 of <italic>Synechocystis</italic>, it shares a high identity up to 41% to OmpR of <italic>E. coli</italic> using Blastp<sup><xref ref-type="fn" rid="fn01">1</xref></sup>, suggesting the potential similarity for their target DNA sequences. Thus, we tried to find the potential conserved target sequences among the promoter regions of <italic>slr0946</italic>, <italic>sll1598</italic>, and <italic>slr0798</italic> according to the previous study (<xref ref-type="bibr" rid="B16">Martinez-Hackert and Stock, 1997</xref>). Interestingly, similar target sequences were found in all three genes (<bold>Figure <xref ref-type="fig" rid="F5">5</xref></bold> and Supplementary Table <xref ref-type="supplementary-material" rid="SM2">S2</xref>), further suggesting their reliability as the targets of Sll0649. The Cd<sup>2+</sup> stress could be sensed by Sll0649, then leading to the transcriptional activation of <italic>slr0946</italic>, <italic>sll1598</italic>, and <italic>slr0798</italic> related with stress response. In addition, &#x0394;<italic>sll0649</italic> could hardly grew under 4.6 &#x03BC;M Cd<sup>2+</sup> condition while growth of &#x0394;<italic>slr0946</italic> was partially inhibited compared to &#x0394;<italic>sll0649</italic>. This could be due to two possible reasons: (i) functional redundancy existed between <italic>slr0946</italic> and the other two targets thus partial function of <italic>slr0946</italic> could be replaced by <italic>sll1598</italic> and/or <italic>slr0798</italic>; (ii) the functional roles of <italic>sll0649</italic> was more important than that of <italic>slr0946</italic> as multiple genes could be activated by <italic>sll0649</italic> thus deletion of <italic>sll0649</italic> could cause a large deficiency of genes related with stress response.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Potential conserved DNA-binding sequences for OmpR family RR Sll0649 existing in promoter regions of <italic>slr0946</italic>, <italic>slr0798</italic>, and <italic>sll1598</italic>. F1-F4 and C1 were reported previously as binding sequences for OmpR in <italic>Escherichia coli</italic> (<xref ref-type="bibr" rid="B16">Martinez-Hackert and Stock, 1997</xref>). Promoter regions for <italic>slr0946</italic>, <italic>slr0798</italic>, and <italic>sll1598</italic> were selected from the intergenic sequence between each target gene and its flanking gene. The conserved nucleotides were shown in red box.</p></caption>
<graphic xlink:href="fmicb-08-01582-g005.tif"/>
</fig>
<p>In this study, a new target gene of the RR Sll0649, <italic>slr0946</italic>, was identified using DAP-chip and EMSAs. In addition, tolerance of <italic>Synechocystis</italic> was enhanced through overexpression any of the three target genes of Sll0649. This study deepened the tolerance mechanism of cyanobacteria to heavy metals and provided feasible strategies for tolerance modifications.</p>
</sec>
<sec><title>Author Contributions</title>
<p>TS, LX, ZS, and LW performed the experiments. TS and LX wrote the manuscript. TS, LX, and LC analyzed the data. LC and WZ designed the study and revised the manuscript.</p>
</sec>
<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>
</body>
<back>
<ack>
<p>The research was supported by grants from Natural Science Foundation of China (NSFC) (No. 31470217 and No. 21621004) and National Basic Research Program of China (National &#x201C;973&#x201D; program, project No. 2014CB745101) and the Tianjin Municipal Science and Technology Commission (No. 15JCZDJC32500).</p>
</ack>
<sec sec-type="supplementary material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="http://journal.frontiersin.org/article/10.3389/fmicb.2017.01582/full#supplementary-material">http://journal.frontiersin.org/article/10.3389/fmicb.2017.01582/full#supplementary-material</ext-link></p>
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</supplementary-material>
<supplementary-material xlink:href="Table_2.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink">
</supplementary-material>
</sec>
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