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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fphys.2017.00168</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Transcriptomic Profiles Reveal the Interactions of Cd/Zn in Dwarf Polish Wheat (<italic>Triticum polonicum</italic> L.) Roots</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Yi</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="author-notes" rid="fn003"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/349499/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Xiaolu</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="author-notes" rid="fn003"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Chao</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="author-notes" rid="fn003"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Peng</surname> <given-names>Fan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Ruijiao</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Xiao</surname> <given-names>Xue</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Zeng</surname> <given-names>Jian</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Kang</surname> <given-names>Houyang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Fan</surname> <given-names>Xing</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Sha</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>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Haiqin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zhou</surname> <given-names>Yonghong</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="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/376739/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Triticeae Research Institute, Sichuan Agricultural University</institution> <country>Wenjiang, China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Key Laboratory of Crop Genetic Resources and Improvement, Ministry of Education, Sichuan Agricultural University</institution> <country>Wenjiang, China</country></aff>
<aff id="aff3"><sup>3</sup><institution>College of Resources, Sichuan Agricultural University</institution> <country>Wenjiang, China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Sheo Mohan Prasad, Allahabad University, India</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Thomas J. Bach, University of Strasbourg, France; Aryadeep Roychoudhury, St. Xavier&#x00027;s College (Autonomous), India</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Yonghong Zhou <email>Zhouyh&#x00040;sicau.edu.cn</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Plant Physiology, a section of the journal Frontiers in Physiology</p></fn>
<fn fn-type="other" id="fn003"><p>&#x02020;These authors have contributed equally to this work.</p></fn></author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>03</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>168</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>09</month>
<year>2016</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>03</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Wang, Wang, Wang, Peng, Wang, Xiao, Zeng, Kang, Fan, Sha, Zhang and Zhou.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Wang, Wang, Wang, Peng, Wang, Xiao, Zeng, Kang, Fan, Sha, Zhang and Zhou</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>Different intra- or interspecific wheat show different interactions of Cd/Zn. Normally, Zn has been/being widely utilized to reduce the Cd toxicity. In the present study, the DPW seedlings exhibited strong Cd tolerance. Zn and Cd mutually inhibited their uptake in the roots, showed antagonistic Cd/Zn interactions. However, Zn promoted the Cd transport from the roots to shoots, showed synergistic. In order to discover the interactive molecular responses, a transcriptome, including 123,300 unigenes, was constructed using RNA-Sequencing (RNA-Seq). Compared with CK, the expression of 1,269, 820, and 1,254 unigenes was significantly affected by Cd, Zn, and Cd&#x0002B;Zn, respectively. Only 381 unigenes were co-induced by these three treatments. Several metal transporters, such as <italic>cadmium-transporting ATPase</italic> and <italic>plant cadmium resistance 4</italic>, were specifically regulated by Cd&#x0002B;Zn. Other metal-related unigenes, such as <italic>ABC transporters, metal chelator, nicotianamine synthase</italic> (<italic>NAS</italic>), <italic>vacuolar iron transporters</italic> (<italic>VIT</italic>), <italic>metal-nicotianamine transporter YSL</italic> (<italic>YSL</italic>), and <italic>nitrate transporter</italic> (<italic>NRT</italic>), were regulated by Cd, but were not regulated by Cd&#x0002B;Zn. These results indicated that these transporters participated in the mutual inhibition of the Cd/Zn uptake in the roots, and also participated in the Cd transport, accumulation and detoxification. Meanwhile, some unigenes involved in other processes, such as oxidation-reduction, auxin metabolism, glutathione (GSH) metabolism nitrate transport, played different and important roles in the detoxification of these heavy metals.</p></abstract>
<kwd-group>
<kwd>dwarf polish wheat</kwd>
<kwd>RNA-Seq</kwd>
<kwd>cadmium</kwd>
<kwd>zinc</kwd>
<kwd>interaction</kwd>
</kwd-group>
<contract-num rid="cn001">31671688</contract-num>
<contract-num rid="cn001">31470305</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="70"/>
<page-count count="13"/>
<word-count count="8187"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>In plants, non-essential heavy metals cause toxicity and eventually inhibit plant growth and development (Balen et al., <xref ref-type="bibr" rid="B5">2011</xref>). Cadmium (Cd), a heavy metal widespread in the environment, damages the photosynthetic apparatus, affects the respiratory and nitrogen metabolism, and alters the balance of water and nutrient uptake (Herbette et al., <xref ref-type="bibr" rid="B24">2006</xref>; Balen et al., <xref ref-type="bibr" rid="B5">2011</xref>). Cd absorbed by plants can be introduced into the food chain (McLaughlin et al., <xref ref-type="bibr" rid="B42">1999</xref>). Consumption, either directly or indirectly, of these parts could be a human health concern (Grant et al., <xref ref-type="bibr" rid="B20">2008</xref>). Therefore, the Cd concentrations in several safe cereal grains were limited below 0.2 mg/Kg. In contrast, zinc (Zn) is an essential metal for plant growth. It has been/being widely utilized to reduce the Cd toxicity, although the effect varies with genotypes, the dose and duration of the Zn and Cd exposure (Rizwan et al., <xref ref-type="bibr" rid="B50">2016</xref>). Excess Zn also limits the plant growth and causes a strong toxicity (Zhao et al., <xref ref-type="bibr" rid="B69">2005</xref>; Wang et al., <xref ref-type="bibr" rid="B59">2009</xref>). Plants therefore need to prevent damage from non-essential metals and ensure the proper homeostasis of essential metals (Lin and Aarts, <xref ref-type="bibr" rid="B40">2012</xref>).</p>
<p>Cd and Zn, co-existed in the soil, cause various synergistic and antagonistic interactions according to the species, external metal concentrations, tissues, and developmental stages (Cataldo et al., <xref ref-type="bibr" rid="B9">1983</xref>; Nan et al., <xref ref-type="bibr" rid="B45">2002</xref>; Hassan et al., <xref ref-type="bibr" rid="B23">2005</xref>; Sun et al., <xref ref-type="bibr" rid="B57">2005</xref>; Balen et al., <xref ref-type="bibr" rid="B5">2011</xref>; Cherif et al., <xref ref-type="bibr" rid="B12">2011</xref>; Tkalec et al., <xref ref-type="bibr" rid="B58">2014</xref>). In soybean, the uptake of Cd/Zn exhibits competitive inhibition (Cataldo et al., <xref ref-type="bibr" rid="B9">1983</xref>). In durum and bread wheat, Cd and Zn mutually inhibit their uptake in the roots, stems and leaves (Hart et al., <xref ref-type="bibr" rid="B22">2002</xref>, <xref ref-type="bibr" rid="B21">2005</xref>). In tomato (Cherif et al., <xref ref-type="bibr" rid="B12">2011</xref>) and <italic>Lemna minor</italic> (Balen et al., <xref ref-type="bibr" rid="B5">2011</xref>), Zn inhibits the Cd uptake. However, the Cd/Zn interactions are not always antagonistic. Synergistic interactions were observed in both wheat and corn under field conditions (Nan et al., <xref ref-type="bibr" rid="B45">2002</xref>). In tobacco, Zn promotes the Cd uptake, while Cd inhibits the Zn uptake in the roots and leaves (Tkalec et al., <xref ref-type="bibr" rid="B58">2014</xref>). In rice, Zn increases the Cd concentration in the shoots, but inhibits the Cd uptake in the roots (Hassan et al., <xref ref-type="bibr" rid="B23">2005</xref>). However, all these studies focused on the transport and biochemical responses by measuring plant growth, metal concentration, pigment content, and antioxidant content (Cataldo et al., <xref ref-type="bibr" rid="B9">1983</xref>; Nan et al., <xref ref-type="bibr" rid="B45">2002</xref>; Hassan et al., <xref ref-type="bibr" rid="B23">2005</xref>; Sun et al., <xref ref-type="bibr" rid="B57">2005</xref>; Cherif et al., <xref ref-type="bibr" rid="B12">2011</xref>; Balen et al., <xref ref-type="bibr" rid="B5">2011</xref>; Tkalec et al., <xref ref-type="bibr" rid="B58">2014</xref>). Meanwhile, studies revealed the changes of transcriptomic profiles were focused on Cd or Zn alone (Herbette et al., <xref ref-type="bibr" rid="B24">2006</xref>; Di Baccio et al., <xref ref-type="bibr" rid="B14">2011</xref>; Lin et al., <xref ref-type="bibr" rid="B38">2013</xref>). The changes of transcriptomic profiles for Cd/Zn interactions were not revealed.</p>
<p>Transcriptomes of <italic>Triticum turgidum</italic> (2n &#x0003D; 4x &#x0003D; 28, AABB) and common wheat (2n &#x0003D; 6x &#x0003D; 42, AABBDD) using RNA-sequencing (RNA-Seq) have been reported (Duan et al., <xref ref-type="bibr" rid="B15">2012</xref>; Schreiber et al., <xref ref-type="bibr" rid="B52">2012</xref>; Krasileva et al., <xref ref-type="bibr" rid="B32">2013</xref>). Recently, the transcriptomic profiles of the developing starchy endosperm and the grain filling of bread wheat, and the dwarfism of dwarf Polish wheat were revealed using RNA-Seq (Pont et al., <xref ref-type="bibr" rid="B48">2011</xref>; Pellny et al., <xref ref-type="bibr" rid="B47">2012</xref>; Wang et al., <xref ref-type="bibr" rid="B62">2016a</xref>). Although the molecular responses to Cd or Zn in plants have been widely investigated (Herbette et al., <xref ref-type="bibr" rid="B24">2006</xref>; Di Baccio et al., <xref ref-type="bibr" rid="B14">2011</xref>; Lin et al., <xref ref-type="bibr" rid="B38">2013</xref>), the similar study in wheat using RNA-Seq is not processed. Based on genetic analysis and taxonomical classification, Polish wheat (2n &#x0003D; 4x &#x0003D; 28, AABB, <italic>Triticum polonicum</italic> L.) presents a low level of genetic similarity with <italic>T. durum, T. turgidum</italic>, and <italic>T. aestivum</italic> (Wang et al., <xref ref-type="bibr" rid="B60">2013</xref>; Michalcov&#x000E1; et al., <xref ref-type="bibr" rid="B43">2014</xref>). Due to the high thousand kernel weights and high Zn, Fe, and Cu concentrations in the seeds (Wiwart et al., <xref ref-type="bibr" rid="B65">2013</xref>), and the dwarfing gene (Kang et al., <xref ref-type="bibr" rid="B27">2012</xref>), Polish wheat has attracted the interest of producers and breeders (Wiwart et al., <xref ref-type="bibr" rid="B65">2013</xref>). Dwarf polish wheat (DPW, <italic>Triticum polonicum</italic> L.) which collected from Tulufan, Xingjiang, China, shows high tolerance to Cd and Zn. Therefore, it is a desirable material for studying Cd/Zn interactions. Previously proteomic study revealed that many proteins mainly participated in sucrose, glutathione (GSH), S-adenosyl-l-methionine (SAM), organic acids metabolisms and oxidation-reduction process were response to the Cd/Zn interactions on two days after treatments (Wang et al., <xref ref-type="bibr" rid="B63">2016b</xref>). However, results of transtriptomic and proteomic analysis are very low overlay. It is interesting to investigate that what kinds of genes response to the Cd/Zn interactions when prolonged the treated time. In the present study, our aims are therefore to investigate the transcriptome responses under Cd, Zn and Cd&#x0002B;Zn stresses, finally reveal the molecular mechanisms of Cd/Zn interactions in the DPW roots on 5 days after treatments.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Plant material and growth conditions</title>
<p>Seeds of DPW were sterilized with 1% NaOCl. After germination at room temperature for 5 days, the seedlings with plastic foam support grown on distilled water for 3 days and then were cultured in nutrient solution (Hoagland&#x00027;s Modified Basal Salt Mixture, MP Biomedicals, USA) in a growth chamber at 25&#x000B0;C with a relative humidity 70% under a 16-h-light/8-h-dark cycle. Per 50 plants were cultured in a container which contained 8 l nutrient solution with pH 6.0. The nutrient solution was refreshed every 5 days. Two-leaf seedlings were stressed with control (CK, null), 40 &#x003BC;M CdSO<sub>4</sub> (Cd), 800 &#x003BC;M ZnCl<sub>2</sub> (Zn, the Zn concentration of arable soil varies from 25 to 150 mg/Kg), and 40 &#x003BC;M CdSO<sub>4</sub>&#x0002B; 800 &#x003BC;M ZnCl<sub>2</sub> (Cd&#x0002B;Zn). On 5 days after treatments, the roots collected from 15 plants (15 plants per biological replicate, three biological replicates) were snap frozen in liquid nitrogen and stored at &#x02212;80&#x000B0;C for RNA-Seq.</p>
</sec>
<sec>
<title>Phenotype characterization</title>
<p>On 5 days after treatments, the leaves and roots were collected from 20 plants (20 plants per biological replicate, three biological replicates). The roots were successively washed with 0.1 &#x003BC;M EDTA and ddH<sub>2</sub>O. The length of the longest root and leaf per plant were measured. Their fresh and dry weights were also determined. The percentage of leaf or root dry weight was calculated as (leaf or root dry weight of 20 plants)/(total dry weight of 20 plants) &#x000D7;100%; the percentage of leaf or root fresh weight was calculated as (leaf or root fresh weight of 20 plants)/(total fresh weight of 20 plants) &#x000D7; 100%. After weighing, all tissues were dried at 80&#x000B0;C for 2 days to measure metal concentration. At the same time, the percentages of water content and dry weight were calculated. All data analysis (student&#x00027;s <italic>t</italic>-test) was performed with SPSS 20.0 and figures were drawn with Sigmaplot 12.0.</p>
</sec>
<sec>
<title>Analysis of Cd and Zn contents</title>
<p>The Cd and Zn concentrations were measured as described by Wang et al. (<xref ref-type="bibr" rid="B64">2014</xref>). Reference standard solutions of Cd and Zn were purchased from the Fisher Scientific Ltd. (Shanghai, China). All data analysis (student&#x00027;s <italic>t</italic>-test) was performed with SPSS 20.0 and figures were drawn with Sigmaplot 12.0.</p>
</sec>
<sec>
<title>RNA isolation</title>
<p>Total RNA of each sample (null, Cd, Zn and Cd&#x0002B;Zn) was isolated using the E.Z.N.A.&#x000AE; Total RNA Kit II (Omega, USA). The RNA was checked for quality on 1% agarose gels and the NanoPhotometer&#x000AE; spectrophotometer (Implen, Germany) and the RNA 6000 Nano Assay Kit of the Bioanalyzer 2100 system (Agilent Technologies, USA). The Qubit&#x000AE; RNA Assay Kit in Qubit&#x000AE; 2.0 Flurometer (Life Technologies, Shanghai, China) was used to measure RNA concentration.</p>
</sec>
<sec>
<title>Library construction and sequencing</title>
<p>mRNA was purified from total RNA using poly-T oligo-attached magnetic beads (Life Technologies, USA) and transcribed to cDNA using random oligonucleotides and M-MuLV Reverse Transcriptase (RNase H<sup>&#x02212;</sup>) (TaKaRa, Dalian, China). NEBNext adaptor oligonucleotides (Illumia, USA) were ligated to 3&#x02032; ends of cDNA fragments. Then, 200-bp cDNA fragments were purified using the AMPure XP beads system (Beckman Coulter, USA). Ten cycles of PCR amplifications were performed to enrich cDNA fragments using the NEB Universal PCR primer and Index primer (Illumia, USA). The PCR products were purified using the AMPure XP beads system and quantified using the Agilent Bioanalyzer 2100 system. Finally, the four-coded samples were clustered by a cBot Cluster Generation System using the TruSeq PE Cluster Kit v3-cBot-HS (Illumia, USA), and then sequenced on an Illumina Hiseq 2000 platform.</p>
</sec>
<sec>
<title>Transcriptome assembly</title>
<p>Adapter reads containing poly-N and low-quality reads were removed using Novogene-written perl scripts to product clean reads. The paired-end clear reads generated contigs using Trinity (V2012-10-15) (Grabherr et al., <xref ref-type="bibr" rid="B19">2011</xref>) with minimum K-mer coverage was 2, and other parameters were default.</p>
</sec>
<sec>
<title>Unigenes functional annotation</title>
<p>The putative unigene function was annotated using a series of databases, including BLASTx against the NCBI NR and NT, Swiss-Prot databases, the Kyoto Encyclopedia of Genes and Genomes (KEGG), Ortholog database (KO) and Clusters of Orthologous Groups of proteins (KOG/COG) database, with an <italic>E</italic>-value cutoff of 10-6, hidden Markov models scan (hmmscan) against the protein family (Pfam) (Eddy, <xref ref-type="bibr" rid="B16">2011</xref>), and Blast2GO against Gene Ontology (GO) (G&#x000F6;tz et al., <xref ref-type="bibr" rid="B18">2008</xref>). Functional categories of putative unigenes were grouped using the GO database, KEGG database, and KOG database.</p>
</sec>
<sec>
<title>Differential expression analysis</title>
<p>Clean reads were aligned against reference transcript sequences to produce a read count using the RSEM package (Li and Dewey, <xref ref-type="bibr" rid="B34">2011</xref>). The read counts of each unigene were converted into RPKM values to normalize the gene expression (Mortazavi et al., <xref ref-type="bibr" rid="B44">2008</xref>). Differentially expressed genes (DEGs) were calculated using the DEseq method (Ander and Huber, <xref ref-type="bibr" rid="B4">2010</xref>).</p>
</sec>
<sec>
<title>Quantitative real-time PCR (qPCR) for validation of partial DEGs</title>
<p>qPCR and data analysis were performed as described by Wang et al. (<xref ref-type="bibr" rid="B61">2015</xref>). Twelve differential expressed genes were validated and their primers were listed in STable <xref ref-type="supplementary-material" rid="SM1">1</xref>. <italic>Actin</italic> (Wang et al., <xref ref-type="bibr" rid="B61">2015</xref>) was used to standardize transcript levels in each sample. The &#x00394;&#x00394;Ct method was used to normalize the relative expression of each gene using the software of Bio-Rad CFX manager v. 1.6.541.1028. The student&#x00027;s <italic>t</italic>-test (<italic>P</italic> &#x0003C; 0.05) was conducted for the evaluation of significance of mean values.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Wheat growth</title>
<p>Compared with control (CK), Cd did not inhibit the root and shoot growth after 5 days of treatment (Figures <xref ref-type="fig" rid="F1">1A,B</xref>). Excess Zn and Zn &#x0002B; Cd slightly reduced the root length (Figure <xref ref-type="fig" rid="F1">1A</xref>) and significantly (<italic>P</italic> &#x0003C; 0.05) inhibited the shoot growth (Figure <xref ref-type="fig" rid="F1">1B</xref>). Compared with CK, Cd significantly reduced the fresh root weight percentage (Figure <xref ref-type="fig" rid="F1">1D</xref>), but did not affect the dry root weight percentage (Figure <xref ref-type="fig" rid="F1">1C</xref>) and the dry and fresh leaf weight percentage (Figures <xref ref-type="fig" rid="F1">1E,F</xref>). Zn and Cd&#x0002B;Zn significantly increased the fresh root weight percentage (Figure <xref ref-type="fig" rid="F1">1D</xref>), but did not affect the leaf weight percentage (Figures <xref ref-type="fig" rid="F1">1E,F</xref>). The results described above indicated that metal stresses obviously affected the plant growth.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p><bold>Growth of DPW exposed to Cd, Zn and Cd&#x0002B;Zn</bold>. <bold>(A)</bold> root length; <bold>(B)</bold> shoot length; <bold>(C)</bold> weight percentages of dry roots; <bold>(D)</bold> weight percentages of fresh roots; <bold>(E)</bold> weight percentages of dry leaves; <bold>(F)</bold> weight percentages of fresh leaves. Values were means &#x000B1; standard error (three biological replicates); asterisk represented significant difference (<italic>P</italic> &#x0003C; 0.05).</p></caption>
<graphic xlink:href="fphys-08-00168-g0001.tif"/>
</fig>
</sec>
<sec>
<title>Cd and Zn mutually inhibited their uptake in the roots</title>
<p>After 5 days of treatments, an accumulation of Cd was not observed in all investigated samples which were unexposed to Cd (CK and Zn, Figures <xref ref-type="fig" rid="F2">2A,B</xref>). The Cd concentration in the roots under Cd&#x0002B;Zn stress was significantly lower (<italic>P</italic> &#x0003C; 0.01) than that under Cd stress (Figure <xref ref-type="fig" rid="F2">2A</xref>). However, opposite result was observed in the shoots (Figure <xref ref-type="fig" rid="F2">2B</xref>). These results indicated that Zn inhibited the Cd uptake in the roots, but promoted the Cd transport from the roots to shoots.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p><bold>Metal concentrations in the roots and leaves</bold>. <bold>(A,B)</bold> Cd concentrations; <bold>(C,D)</bold> Zn concentrations. Values were means &#x000B1; standard error (three biological replicates); asterisk represented significant difference (<italic>P</italic> &#x0003C; 0.05).</p></caption>
<graphic xlink:href="fphys-08-00168-g0002.tif"/>
</fig>
<p>The Zn concentration was higher in the roots than that in the leaves (Figures <xref ref-type="fig" rid="F2">2C,D</xref>). In the roots, the Zn concentration under Cd&#x0002B;Zn stress was significantly lower (<italic>P</italic> &#x0003C; 0.01) than that under Zn stress (Figure <xref ref-type="fig" rid="F2">2C</xref>). In the leaves, the Zn concentrations were similar between Zn stress and Cd&#x0002B;Zn stress (Figure <xref ref-type="fig" rid="F2">2D</xref>). Thus, Cd only inhibited the Zn uptake in the roots.</p>
</sec>
<sec>
<title><italic>De novo</italic> assembly and functional annotation</title>
<p>RNA-Seq generated 18.35 Gb nucleotides. All raw read sequences were deposited to the NCBI Sequence Read Archive (SRA) database with accession numbers <ext-link ext-link-type="NCBI:sra" xlink:href="SRR2973581">SRR2973581</ext-link>, <ext-link ext-link-type="NCBI:sra" xlink:href="SRR2973582">SRR2973582</ext-link>, <ext-link ext-link-type="NCBI:sra" xlink:href="SRR2973583">SRR2973583</ext-link>, and <ext-link ext-link-type="NCBI:sra" xlink:href="SRR2973584">SRR2973584</ext-link>. Approximately 123,300 unigenes that varied from 201 bp to 16,390 bp (mean length was 660 bp, N50 value was 870 bp) were assembled. Amino acid (AA) sequences of 76,395 (61.96%) unigenes were predicted.</p>
<p>Though Blastx against several public databases, 84,709 (68.70%) unigenes were annotated. Among these annotated unigenes, 63,221 unigenes were functionally classified in GO; 13,637 unigenes were classified into 26 KOG categories; 10,576 unigenes were functionally classified in KEGG. All data of sequences and functional annotation were deposited to the NCBI Transcriptome Shotgun Assembly (TSA) database with accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="GEDP00000000">GEDP00000000</ext-link>.</p>
</sec>
<sec>
<title>Cd-, Zn-, and Cd&#x0002B;Zn- induced DEGs</title>
<p>Cd and Zn mutually inhibited their uptake in the roots, Zn promoted the Cd transport from the roots to shoots (Figure <xref ref-type="fig" rid="F2">2</xref>), and these treatments also affected growth (Figure <xref ref-type="fig" rid="F1">1</xref>). Theoretically, some unigenes participated in the interactions should be regulated by these treatments, which were revealed using RNA-Seq.</p>
<p>Compared with CK, the expression of 1,269, 1,254, and 820 unigenes was changed by Cd, Cd&#x0002B;Zn, and Zn, respectively (Figure <xref ref-type="fig" rid="F3">3</xref>). Among these DEGs, the expression of 381 unigenes mainly participated in several basic processes were co-changed by Cd, Zn, and Cd&#x0002B;Zn (STable <xref ref-type="supplementary-material" rid="SM2">2</xref>), suggesting that there were differential molecular responses to Cd, Zn, and Cd&#x0002B;Zn stresses.</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p><bold>Numbers of DEGs were classfied into differential interactions of Cd/Zn</bold>.</p></caption>
<graphic xlink:href="fphys-08-00168-g0003.tif"/>
</fig>
<p>The remaining DEGs were arranged into 6 subgroups (Figure <xref ref-type="fig" rid="F3">3</xref>).</p>
<list list-type="order">
<list-item><p>The expression of 763 DEGs, which consisted of 96 down- and 667 up-regulated unigenes, was changed by Cd, but was not affected by Zn and Cd&#x0002B;Zn (log<sub>2</sub>fold-changes of CK/Cd were &#x0003E;1 or &#x0003C;&#x02212;1 with P values below 1.00E-05, log<sub>2</sub>fold-changes of CK/Zn and CK/Cd&#x0002B;Zn varied from 1 to &#x02212;1, Figure <xref ref-type="fig" rid="F3">3</xref>, STable <xref ref-type="supplementary-material" rid="SM3">3</xref>). These DEGs mainly participated in glutathione (GSH) metabolism (4 down- and 7 up-), oxidation-reduction process (1 down- and 12 up-), carbohydrate metabolism (3 down- and 19 up-), metal transport (9 up-), nitrate metabolism (3 up- and 1 down-), and metal chelation (2 up-) (Table <xref ref-type="table" rid="T1">1</xref>).</p></list-item>
<list-item><p>172 Zn-induced DEGs, which consisted of 36 down- and 136 up-regulated unigenes, were not affected by Cd and Cd&#x0002B;Zn (log<sub>2</sub>fold_changes of CK/Zn were &#x0003E;1 or &#x0003C;&#x02212;1 with <italic>P</italic>-values below 1.00E-05, log<sub>2</sub>fold-changes of CK/Cd, and CK/Cd&#x0002B;Zn varied from 1 to &#x02212;1, Figure <xref ref-type="fig" rid="F3">3</xref>, STable <xref ref-type="supplementary-material" rid="SM4">4</xref>). Among them, several noteworthy DEGs were correspondingly grouped into carbohydrate metabolism (3 down- and 8 up-), GSH metabolism (4 up-), and oxidation-reduction process (3 up-) (Table <xref ref-type="table" rid="T1">1</xref>).</p></list-item>
<list-item><p>The expression of 42 DEGs was changed by Cd and Zn, but was not changed by Cd&#x0002B;Zn (log<sub>2</sub>-fold changes of CK/Cd and CK/Zn were &#x0003E;1 or &#x0003C;&#x02212;1 with <italic>P</italic>-values below 1.00E-05, log<sub>2</sub>fold-changes of CK/Cd&#x0002B;Zn varied from 1 to &#x02212;1, Figure <xref ref-type="fig" rid="F3">3</xref>, STable <xref ref-type="supplementary-material" rid="SM5">5</xref>), which suggested that the expression of these DEGs was mutually suppressed by Cd and Zn under Cd&#x0002B;Zn stress. Among these unigenes, several noteworthy DEGs participated in GSH and carbohydrate metabolism, respectively (Table <xref ref-type="table" rid="T1">1</xref>).</p></list-item>
<list-item><p>The expression of 83 DEGs which included 51 down- and 32 up-regulated unigenes was changed by Cd and Cd&#x0002B;Zn, but was not changed by Zn (log<sub>2&#x02212;fold</sub> changes of CK/Cd and CK/Cd&#x0002B;Zn were &#x0003E;1 or &#x0003C;&#x02212;1 with <italic>P</italic>-values below 1.00E-05, log<sub>2</sub>fold-changes of CK/Zn varied from 1 to &#x02212;1, Figure <xref ref-type="fig" rid="F3">3</xref>, STable <xref ref-type="supplementary-material" rid="SM6">6</xref>), suggesting that these DEGs were specifically Cd-induced. Among these unigenes, some noteworthy unigenes participated in carbohydrate metabolism (2 up-), oxidation-reduction process (<italic>peroxidase 15</italic> and <italic>catalase isozyme 2</italic>), and nitrate transport (<italic>nitrate transporter 1.5</italic>) (Table <xref ref-type="table" rid="T1">1</xref>).</p></list-item>
<list-item><p>The expression of 225 DEGs, consisting of 174 down- and 51 up-regulated unigenes, was affected by Zn and Cd&#x0002B;Zn, but was not affected by Cd alone (log<sub>2</sub>-fold changes of CK/Zn and CK/Cd&#x0002B;Zn were &#x0003E;1 or &#x0003C;&#x02212;1 with <italic>P</italic>-values below 1.00E-05, log<sub>2</sub>fold-changes of CK/Cd varied from 1 to &#x02212;1, Figure <xref ref-type="fig" rid="F3">3</xref>, STable <xref ref-type="supplementary-material" rid="SM7">7</xref>), suggesting that these DEGs were specifically Zn-induced. Among them, noteworthy DEGs mainly participated in oxidation-reduction process (3 up-), carbohydrate metabolism (2 down-), GSH metabolism (1 up-) and nitrate metabolism (1 up-) (Table <xref ref-type="table" rid="T1">1</xref>).</p></list-item>
<list-item><p>Additionally, the expression of 565 DEGs which consisted of 95 down- and 470 up-regulated unigenes was affected by Cd&#x0002B;Zn, but was not affected by Cd and Zn (log<sub>2</sub>-fold changes of CK/Cd&#x0002B;Zn were &#x0003E;1 or &#x0003C;&#x02212;1 with <italic>P</italic>-values below 1.00E-05, log<sub>2</sub>fold-changes of CK/Zn and CK/Cd varied from 1 to &#x02212;1, Figure <xref ref-type="fig" rid="F3">3</xref>, STable <xref ref-type="supplementary-material" rid="SM8">8</xref>), suggesting that these DEGs specifically responded to Cd&#x0002B;Zn. Among these DEGs, some noteworthy DEGs participated in carbohydrate metabolism (2 down- and 9 up-), metal transport (2 up-) and nitrate transport (2 down-) (Table <xref ref-type="table" rid="T1">1</xref>).</p></list-item>
</list>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p><bold>Noteworthy DEGs in different groups</bold>.</p></caption>
<table frame="hsides" rules="groups">
<tbody>
<tr>
<td valign="top" align="left" colspan="4" style="border-bottom: thin solid #000000;"><bold>(1) Cd-induced DEGs were not induced by Zn and Cd&#x0002B;Zn</bold></td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left"><bold>Unigene number</bold></td>
<td valign="top" align="left"><bold>Annotation</bold></td>
<td valign="top" align="center"><bold>Fold change<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref></bold></td>
<td valign="top" align="left"><bold>Metabolism type</bold></td>
</tr> <tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp229495_c0">comp229495_c0</ext-link></td>
<td valign="top" align="left">Peroxidase 1</td>
<td valign="top" align="center">2.09</td>
<td valign="top" align="left">Oxidation-reduction process</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp186643_c0">comp186643_c0</ext-link></td>
<td valign="top" align="left">Peroxidase 12</td>
<td valign="top" align="center">1.70</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp132618_c0">comp132618_c0</ext-link></td>
<td valign="top" align="left">Peroxidase 2</td>
<td valign="top" align="center">4.29</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp145649_c0">comp145649_c0</ext-link></td>
<td valign="top" align="left">Peroxidase 2</td>
<td valign="top" align="center">3.59</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp228081_c0">comp228081_c0</ext-link></td>
<td valign="top" align="left">Peroxidase 2</td>
<td valign="top" align="center">2.35</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp258530_c0">comp258530_c0</ext-link></td>
<td valign="top" align="left">Peroxidase 2</td>
<td valign="top" align="center">2.95</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp232606_c0">comp232606_c0</ext-link></td>
<td valign="top" align="left">Peroxidase 2</td>
<td valign="top" align="center">1.24</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp257733_c1">comp257733_c1</ext-link></td>
<td valign="top" align="left">Peroxidase 39</td>
<td valign="top" align="center">2.43</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp256271_c1">comp256271_c1</ext-link></td>
<td valign="top" align="left">Peroxidase 4</td>
<td valign="top" align="center">1.76</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp263129_c1">comp263129_c1</ext-link></td>
<td valign="top" align="left">Peroxidase 47</td>
<td valign="top" align="center">2.35</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp268022_c0">comp268022_c0</ext-link></td>
<td valign="top" align="left">Peroxidase 47</td>
<td valign="top" align="center">3.21</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp259330_c1">comp259330_c1</ext-link></td>
<td valign="top" align="left">Peroxidase 5</td>
<td valign="top" align="center">&#x02212;1.39</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp265682_c0">comp265682_c0</ext-link></td>
<td valign="top" align="left">Peroxidase N</td>
<td valign="top" align="center">3.43</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp267415_c0">comp267415_c0</ext-link></td>
<td valign="top" align="left">Disulfide isomerase-like 1-4</td>
<td valign="top" align="center">1.67</td>
<td valign="top" align="left">GSH metabolism</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp167112_c0">comp167112_c0</ext-link></td>
<td valign="top" align="left">Glutaredoxin-C2</td>
<td valign="top" align="center">3.42</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp270080_c0">comp270080_c0</ext-link></td>
<td valign="top" align="left">Glutathione S-transferase 1</td>
<td valign="top" align="center">&#x02212;1.02</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp262123_c0">comp262123_c0</ext-link></td>
<td valign="top" align="left">Glutathione S-transferase 2</td>
<td valign="top" align="center">1.66</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp258739_c0">comp258739_c0</ext-link></td>
<td valign="top" align="left">Glutathione S-transferase 3</td>
<td valign="top" align="center">&#x02212;1.49</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp249955_c0">comp249955_c0</ext-link></td>
<td valign="top" align="left">Glutathione S-transferase GSTF1</td>
<td valign="top" align="center">&#x02212;1.48</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp256282_c1">comp256282_c1</ext-link></td>
<td valign="top" align="left">Glutathione S-transferase GSTU1</td>
<td valign="top" align="center">&#x02212;1.04</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp169916_c0">comp169916_c0</ext-link></td>
<td valign="top" align="left">Glutathione S-transferase</td>
<td valign="top" align="center">1.33</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp249889_c0">comp249889_c0</ext-link></td>
<td valign="top" align="left">Hydroxyacylglutathione hydrolase 3</td>
<td valign="top" align="center">1.01</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp247586_c0">comp247586_c0</ext-link></td>
<td valign="top" align="left">Lactoylglutathione lyase</td>
<td valign="top" align="center">1.65</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp244017_c0">comp244017_c0</ext-link></td>
<td valign="top" align="left">S-formylglutathione hydrolase</td>
<td valign="top" align="center">3.05</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp257426_c0">comp257426_c0</ext-link></td>
<td valign="top" align="left">Callose synthase 1</td>
<td valign="top" align="center">1.50</td>
<td valign="top" align="left">Carbohydrate metabolism</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp255049_c0">comp255049_c0</ext-link></td>
<td valign="top" align="left">Callose synthase 2</td>
<td valign="top" align="center">2.33</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp269308_c0">comp269308_c0</ext-link></td>
<td valign="top" align="left">Callose synthase 3</td>
<td valign="top" align="center">1.17</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp268926_c1">comp268926_c1</ext-link></td>
<td valign="top" align="left">Callose synthase 8</td>
<td valign="top" align="center">1.57</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp267574_c1">comp267574_c1</ext-link></td>
<td valign="top" align="left">Cellulose synthase A catalytic subunit 1</td>
<td valign="top" align="center">1.27</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp258633_c0">comp258633_c0</ext-link></td>
<td valign="top" align="left">Cellulose synthase A catalytic subunit 1</td>
<td valign="top" align="center">1.79</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp267508_c0">comp267508_c0</ext-link></td>
<td valign="top" align="left">Cellulose synthase A catalytic subunit 5</td>
<td valign="top" align="center">1.10</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp263049_c0">comp263049_c0</ext-link></td>
<td valign="top" align="left">Cellulose synthase-like protein E2</td>
<td valign="top" align="center">1.46</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp260194_c0">comp260194_c0</ext-link></td>
<td valign="top" align="left">Soluble starch synthase 3</td>
<td valign="top" align="center">1.77</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp267559_c0">comp267559_c0</ext-link></td>
<td valign="top" align="left">Fructose-bisphosphate aldolase</td>
<td valign="top" align="center">&#x02212;1.04</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp256169_c0">comp256169_c0</ext-link></td>
<td valign="top" align="left">Alpha-galactosidase</td>
<td valign="top" align="center">1.33</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp262374_c0">comp262374_c0</ext-link></td>
<td valign="top" align="left">Alpha-glucan phosphorylase, H isozyme</td>
<td valign="top" align="center">4.39</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp265179_c0">comp265179_c0</ext-link></td>
<td valign="top" align="left">Alpha-glucan water dikinase, chloroplastic</td>
<td valign="top" align="center">1.18</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp259187_c0">comp259187_c0</ext-link></td>
<td valign="top" align="left">Alpha-glucosidase 2</td>
<td valign="top" align="center">1.76</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp108053_c0">comp108053_c0</ext-link></td>
<td valign="top" align="left">Beta-glucosidase</td>
<td valign="top" align="center">4.02</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp247530_c1">comp247530_c1</ext-link></td>
<td valign="top" align="left">Glucan endo-1,3-beta-glucosidase 14</td>
<td valign="top" align="center">&#x02212;1.16</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp253693_c0">comp253693_c0</ext-link></td>
<td valign="top" align="left">Glucose-6-phosphate 1-epimerase</td>
<td valign="top" align="center">1.08</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp267337_c1">comp267337_c1</ext-link></td>
<td valign="top" align="left">UDP-glucose:glycoprotein glucosyltransferase</td>
<td valign="top" align="center">1.13</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp260021_c0">comp260021_c0</ext-link></td>
<td valign="top" align="left">UDP-glycosyltransferase 74F2</td>
<td valign="top" align="center">2.81</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp262276_c0">comp262276_c0</ext-link></td>
<td valign="top" align="left">Xylulose kinase</td>
<td valign="top" align="center">1.80</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp267262_c0">comp267262_c0</ext-link></td>
<td valign="top" align="left">Beta-1,3-galactosyltransferase 15</td>
<td valign="top" align="center">&#x02212;1.18</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp176358_c0">comp176358_c0</ext-link></td>
<td valign="top" align="left">Beta-galactosidase 15</td>
<td valign="top" align="center">1.39</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp246181_c0">comp246181_c0</ext-link></td>
<td valign="top" align="left">Vacuolar iron transporter homolog 5</td>
<td valign="top" align="center">3.32</td>
<td valign="top" align="left">Metal transporters</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp260577_c0">comp260577_c0</ext-link></td>
<td valign="top" align="left">Aluminum-activated malate transporter 10</td>
<td valign="top" align="center">2.53</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp268168_c1">comp268168_c1</ext-link></td>
<td valign="top" align="left">ABC transporter B family member 1</td>
<td valign="top" align="center">1.86</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp268748_c0">comp268748_c0</ext-link></td>
<td valign="top" align="left">ABC transporter B family member 19</td>
<td valign="top" align="center">1.82</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp262651_c1">comp262651_c1</ext-link></td>
<td valign="top" align="left">ABC transporter B family member 19</td>
<td valign="top" align="center">3.75</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp268004_c0">comp268004_c0</ext-link></td>
<td valign="top" align="left">ABC transporter B family member 21</td>
<td valign="top" align="center">1.89</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp269016_c0">comp269016_c0</ext-link></td>
<td valign="top" align="left">ABC transporter C family member 9</td>
<td valign="top" align="center">2.15</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp264448_c0">comp264448_c0</ext-link></td>
<td valign="top" align="left">ABC transporter G family member 14</td>
<td valign="top" align="center">2.40</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp258751_c0">comp258751_c0</ext-link></td>
<td valign="top" align="left">Metal-nicotianamine transporter YSL12</td>
<td valign="top" align="center">2.15</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp240449_c2">comp240449_c2</ext-link></td>
<td valign="top" align="left">Nitrate transporter 1.5</td>
<td valign="top" align="center">2.51</td>
<td valign="top" align="left">Nitrate metabolism</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp228933_c0">comp228933_c0</ext-link></td>
<td valign="top" align="left">Nitrate transporter 1.5</td>
<td valign="top" align="center">2.77</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp268822_c0">comp268822_c0</ext-link></td>
<td valign="top" align="left">Glutamate synthase 1 (NADH)</td>
<td valign="top" align="center">&#x02212;1.21</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp260213_c0">comp260213_c0</ext-link></td>
<td valign="top" align="left">Glutamate dehydrogenase</td>
<td valign="top" align="center">3.08</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp199170_c0">comp199170_c0</ext-link></td>
<td valign="top" align="left">Metallothionein-like protein 1</td>
<td valign="top" align="center">1.51</td>
<td valign="top" align="left">Metal chelator</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp267212_c2">comp267212_c2</ext-link></td>
<td valign="top" align="left">Nicotianamine synthase 1</td>
<td valign="top" align="center">7.27</td>
<td/>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left" colspan="4"><bold>(2) Zn-induced DEGs were not induced by Cd and Cd&#x0002B;Zn</bold></td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left"><bold>Unigene number</bold></td>
<td valign="top" align="left"><bold>Annotation</bold></td>
<td valign="top" align="center"><bold>Fold change<xref ref-type="table-fn" rid="TN2"><sup>b</sup></xref></bold></td>
<td valign="top" align="left"><bold>Metabolism type</bold></td>
</tr> <tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp232356_c0">comp232356_c0</ext-link></td>
<td valign="top" align="left">Basic endochitinase A</td>
<td valign="top" align="center">&#x02212;1.13</td>
<td valign="top" align="left">Carbohydrate metabolism</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp258906_c0">comp258906_c0</ext-link></td>
<td valign="top" align="left">Pyruvate decarboxylase isozyme 2</td>
<td valign="top" align="center">1.13</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp258084_c0">comp258084_c0</ext-link></td>
<td valign="top" align="left">UDP-glycosyltransferase 73B3</td>
<td valign="top" align="center">1.41</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp249756_c0">comp249756_c0</ext-link></td>
<td valign="top" align="left">UDP-glycosyltransferase 73C4</td>
<td valign="top" align="center">&#x02212;1.71</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp242113_c0">comp242113_c0</ext-link></td>
<td valign="top" align="left">Fructose-1,6-bisphosphatase</td>
<td valign="top" align="center">1.17</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp262204_c0">comp262204_c0</ext-link></td>
<td valign="top" align="left">Galactinol-sucrose galactosyltransferase</td>
<td valign="top" align="center">1.20</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp262534_c1">comp262534_c1</ext-link></td>
<td valign="top" align="left">Glucan endo-1,3-beta-glucosidase GII</td>
<td valign="top" align="center">&#x02212;1.16</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp231595_c0">comp231595_c0</ext-link></td>
<td valign="top" align="left">Glucan endo-1,3-beta-glucosidase-like protein 2</td>
<td valign="top" align="center">2.31</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp261591_c0">comp261591_c0</ext-link></td>
<td valign="top" align="left">D-3-phosphoglycerate dehydrogenase</td>
<td valign="top" align="center">1.22</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp254493_c0">comp254493_c0</ext-link></td>
<td valign="top" align="left">Beta-fructofuranosidase, insoluble isoenzyme 7</td>
<td valign="top" align="center">1.18</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp255444_c0">comp255444_c0</ext-link></td>
<td valign="top" align="left">Mannose-6-phosphate isomerase</td>
<td valign="top" align="center">1.54</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp257867_c0">comp257867_c0</ext-link></td>
<td valign="top" align="left">5&#x02019;-adenylylsulfate reductase 1</td>
<td valign="top" align="center">1.97</td>
<td valign="top" align="left">GSH metabolism</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp93164_c0">comp93164_c0</ext-link></td>
<td valign="top" align="left">Glutathione S-transferase BZ2</td>
<td valign="top" align="center">2.52</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp237801_c0">comp237801_c0</ext-link></td>
<td valign="top" align="left">Glutathione S-transferase GSTU6</td>
<td valign="top" align="center">1.81</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp248505_c0">comp248505_c0</ext-link></td>
<td valign="top" align="left">Glutathionyl-hydroquinone reductase YqjG</td>
<td valign="top" align="center">1.01</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp226841_c0">comp226841_c0</ext-link></td>
<td valign="top" align="left">Ubiquinol oxidase 1a</td>
<td valign="top" align="center">2.38</td>
<td valign="top" align="left">Oxidation-reduction process</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp263260_c0">comp263260_c0</ext-link></td>
<td valign="top" align="left">Ubiquinol oxidase 1a</td>
<td valign="top" align="center">1.62</td>
<td/>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp231302_c0">comp231302_c0</ext-link></td>
<td valign="top" align="left">NADPH:quinone oxidoreductase 1</td>
<td valign="top" align="center">2.10</td>
<td/>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left" colspan="4"><bold>(3) Cd and Zn- induced DEGs were not induced by Cd&#x0002B;Zn</bold></td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left"><bold>Unigene number</bold></td>
<td valign="top" align="left"><bold>Annotation</bold></td>
<td valign="top" align="center"><bold>Fold change</bold></td>
<td valign="top" align="left"><bold>Metabolism type</bold></td>
</tr> <tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp262967_c0">comp262967_c0</ext-link></td>
<td valign="top" align="left">Fructose 6-phosphate 1-phosphotransferase</td>
<td valign="top" align="center">&#x02212;&#x02212;</td>
<td valign="top" align="left">Carbohydrate metabolism</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp263404_c0">comp263404_c0</ext-link></td>
<td valign="top" align="left">UDP-glycosyltransferase 85A2</td>
<td valign="top" align="center">&#x02212;&#x02212;</td>
<td/>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp239075_c0">comp239075_c0</ext-link></td>
<td valign="top" align="left">Glutathione S-transferase GSTU6</td>
<td valign="top" align="center">&#x02212;&#x02212;</td>
<td valign="top" align="left">GSH metabolism</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left" colspan="4"><bold>(4) Cd and Cd&#x0002B;Zn- induced DEGs were not induced by Zn</bold></td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left"><bold>Unigene number</bold></td>
<td valign="top" align="left"><bold>Annotation</bold></td>
<td valign="top" align="center"><bold>Fold change<xref ref-type="table-fn" rid="TN3"><sup>c</sup></xref></bold></td>
<td valign="top" align="left"><bold>Metabolism type</bold></td>
</tr> <tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp268022_c1">comp268022_c1</ext-link></td>
<td valign="top" align="left">Peroxidase 15</td>
<td valign="top" align="center">&#x02212;1.56</td>
<td valign="top" align="left">Oxidation-reduction process</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp257839_c0">comp257839_c0</ext-link></td>
<td valign="top" align="left">Catalase isozyme 2</td>
<td valign="top" align="center">1.99</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp255896_c0">comp255896_c0</ext-link></td>
<td valign="top" align="left">Polygalacturonase</td>
<td valign="top" align="center">2.53</td>
<td valign="top" align="left">Carbohydrate metabolism</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp258197_c0">comp258197_c0</ext-link></td>
<td valign="top" align="left">Beta-glucosidase 4</td>
<td valign="top" align="center">1.84</td>
<td/>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp265016_c0">comp265016_c0</ext-link></td>
<td valign="top" align="left">Nitrate transporter 1.5</td>
<td valign="top" align="center">1.17</td>
<td valign="top" align="left">Nitrate transporter</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left" colspan="4"><bold>(5) Zn and Cd&#x0002B;Zn- induced DEGs were not induced by Cd</bold></td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left"><bold>Unigene number</bold></td>
<td valign="top" align="left"><bold>Annotation</bold></td>
<td valign="top" align="center"><bold>Fold change<xref ref-type="table-fn" rid="TN4"><sup>d</sup></xref></bold></td>
<td valign="top" align="left"><bold>Metabolism type</bold></td>
</tr> <tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp216883_c1">comp216883_c1</ext-link></td>
<td valign="top" align="left">NADH-ubiquinone oxidoreductase chain 2</td>
<td valign="top" align="center">2.38</td>
<td valign="top" align="left">Oxidation-reduction process</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp254393_c0">comp254393_c0</ext-link></td>
<td valign="top" align="left">NADH-ubiquinone oxidoreductase chain 5</td>
<td valign="top" align="center">2.09</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp258918_c0">comp258918_c0</ext-link></td>
<td valign="top" align="left">NADH-ubiquinone oxidoreductase chain 5</td>
<td valign="top" align="center">2.23</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp230435_c0">comp230435_c0</ext-link></td>
<td valign="top" align="left">Mannose/glucose-specific lectin</td>
<td valign="top" align="center">&#x02212;4.78</td>
<td valign="top" align="left">Carbohydrate metabolism</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp267969_c0">comp267969_c0</ext-link></td>
<td valign="top" align="left">1-deoxy-D-xylulose-5-phosphate synthase 2</td>
<td valign="top" align="center">&#x02212;2.50</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp89835_c0">comp89835_c0</ext-link></td>
<td valign="top" align="left">Glutathione S-transferase GSTF2</td>
<td valign="top" align="center">4.53</td>
<td valign="top" align="left">GSH metabolism</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp244563_c0">comp244563_c0</ext-link></td>
<td valign="top" align="left">nitric oxide reductase</td>
<td valign="top" align="center">4.69</td>
<td valign="top" align="left">Nitrate metabolism</td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left" colspan="4"><bold>(6) Cd&#x0002B;Zn-induced DEGs were not induced by Cd and Zn</bold></td>
</tr> <tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left"><bold>Unigene number</bold></td>
<td valign="top" align="left"><bold>Annotation</bold></td>
<td valign="top" align="center"><bold>Fold change<xref ref-type="table-fn" rid="TN5"><sup>e</sup></xref></bold></td>
<td valign="top" align="left"><bold>Metabolism type</bold></td>
</tr> <tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp259199_c0">comp259199_c0</ext-link></td>
<td valign="top" align="left">Alpha-mannosidase 2</td>
<td valign="top" align="center">4.34</td>
<td valign="top" align="left">Carbohydrate metabolism</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp198796_c0">comp198796_c0</ext-link></td>
<td valign="top" align="left">Beta-galactosidase 6</td>
<td valign="top" align="center">8.11</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp257689_c0">comp257689_c0</ext-link></td>
<td valign="top" align="left">Chitin elicitor receptor kinase 1</td>
<td valign="top" align="center">5.59</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp250384_c0">comp250384_c0</ext-link></td>
<td valign="top" align="left">Endochitinase A</td>
<td valign="top" align="center">3.12</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp258505_c0">comp258505_c0</ext-link></td>
<td valign="top" align="left">Beta-glucosidase 42</td>
<td valign="top" align="center">4.92</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp125554_c0">comp125554_c0</ext-link></td>
<td valign="top" align="left">Glucan endo-1,3-beta-glucosidase GV</td>
<td valign="top" align="center">&#x02212;1.30</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp263512_c0">comp263512_c0</ext-link></td>
<td valign="top" align="left">Neutral alpha-glucosidase AB</td>
<td valign="top" align="center">&#x02212;5.15</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp245857_c0">comp245857_c0</ext-link></td>
<td valign="top" align="left">Beta-amylase</td>
<td valign="top" align="center">4.16</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp246661_c2">comp246661_c2</ext-link></td>
<td valign="top" align="left">Callose synthase 12</td>
<td valign="top" align="center">5.01</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp253875_c0">comp253875_c0</ext-link></td>
<td valign="top" align="left">Callose synthase 3</td>
<td valign="top" align="center">5.52</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp254996_c0">comp254996_c0</ext-link></td>
<td valign="top" align="left">Callose synthase 9</td>
<td valign="top" align="center">5.55</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp266662_c0">comp266662_c0</ext-link></td>
<td valign="top" align="left">High affinity nitrate transporter 2.4</td>
<td valign="top" align="center">&#x02212;1.15</td>
<td valign="top" align="left">Nitrate transporter</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp266662_c1">comp266662_c1</ext-link></td>
<td valign="top" align="left">High affinity nitrate transporter 2.6</td>
<td valign="top" align="center">&#x02212;1.20</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp251323_c0">comp251323_c0</ext-link></td>
<td valign="top" align="left">Cadmium-transporting ATPase</td>
<td valign="top" align="center">7.10</td>
<td valign="top" align="left">Metal transporter</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp254589_c0">comp254589_c0</ext-link></td>
<td valign="top" align="left">Multidrug and toxin extrusion protein 1</td>
<td valign="top" align="center">6.26</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp248484_c0">comp248484_c0</ext-link></td>
<td valign="top" align="left">Plant cadmium resistance 4</td>
<td valign="top" align="center">6.86</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp248297_c0">comp248297_c0</ext-link></td>
<td valign="top" align="left">Nicotianamine synthase 9</td>
<td valign="top" align="center">&#x02212;3.30</td>
<td valign="top" align="left">Metal chelator</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1">
<label>a</label>
<p><italic>log2 Cd/CK;</italic></p></fn>
<fn id="TN2">
<label>b</label>
<p><italic>log2 Zn/CK;</italic></p></fn>
<fn id="TN3">
<label>c</label>
<p><italic>log2 Cd/CK;</italic></p></fn>
<fn id="TN4">
<label>d</label>
<p><italic>log2 Zn/CK;</italic></p></fn>
<fn id="TN5">
<label>e</label>
<p><italic>log2 Cd&#x0002B;Zn/CK</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Validation of the expression of 12 selected DEGs</title>
<p>To validate different expression levels that resulted from RNA-Seq, the expression of 12 DEGs were normalized (STable <xref ref-type="supplementary-material" rid="SM1">1</xref>). As shown in Figure <xref ref-type="fig" rid="F4">4</xref>, compared with CK, two DEGs were significantly (<italic>P</italic> &#x0003C; 0.01) regulated by Cd and Cd&#x0002B;Zn, but were not regulated by Zn (Figure <xref ref-type="fig" rid="F4">4A</xref>). Two DEGs were significantly (<italic>P</italic> &#x0003C; 0.01) regulated by Zn and Cd&#x0002B;Zn, but were not regulated by Cd (Figure <xref ref-type="fig" rid="F4">4A</xref>). Two DEGs were significantly (<italic>P</italic> &#x0003C; 0.01) regulated by Cd&#x0002B;Zn, but were not regulated by Cd and Zn (Figure <xref ref-type="fig" rid="F4">4A</xref>). Two DEGs were significantly (<italic>P</italic> &#x0003C; 0.01) regulated by Cd, but were not regulated by Zn and Cd&#x0002B;Zn (Figure <xref ref-type="fig" rid="F4">4B</xref>). Two DEGs were significantly (<italic>P</italic> &#x0003C; 0.01) regulated by Zn, but were not regulated by Cd and Cd&#x0002B;Zn (Figure <xref ref-type="fig" rid="F4">4B</xref>). Two DEGs were significantly (<italic>P</italic> &#x0003C; 0.01) regulated by Cd and Zn, but were not regulated by Cd&#x0002B;Zn (Figure <xref ref-type="fig" rid="F4">4B</xref>). These results were similar with the differential expression resulted from RNA-Seq, suggesting that DEGs resulted from RNA-Seq were credibly used to analyze the molecular responses to Cd, Zn, and Cd&#x0002B;Zn.</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p><bold>qRT-PCR validation of the expression of randomly selected 12 DEGs that resulted from RNA-Seq. (A)</bold> compared with CK, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp258135_c1">comp258135_c1</ext-link> was down induced by Cd and Cd&#x0002B;Zn; <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp258197_c0">comp258197_c0</ext-link> was up induced by Cd and Cd&#x0002B;Zn; <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp253080_c0">comp253080_c0</ext-link> was down induced by Zn and Cd&#x0002B;Zn; <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp216883_c1">comp216883_c1</ext-link> was up induced by Zn and Cd&#x0002B;Zn; <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp26662_c0">comp26662_c0</ext-link> was specifically down induced by Cd&#x0002B;Zn; <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp252726_c0">comp252726_c0</ext-link> was specifically up induced by Cd&#x0002B;Zn. <bold>(B)</bold> <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp265027_c0">comp265027_c0</ext-link> was down induced by Cd; <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp264448_c0">comp264448_c0</ext-link> was up induced by Cd; <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp247340_c0">comp247340_c0</ext-link> was down induced by Zn; <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp247836_c0">comp247836_c0</ext-link> was up induced by Zn; <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp239075_c0">comp239075_c0</ext-link> and <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="comp197833_c0">comp197833_c0</ext-link> were down induced by Cd, but was up induced by Zn. Bars represented standard errors of three biological replicates. Asterisks represented significant differences between treatments and CK.</p></caption>
<graphic xlink:href="fphys-08-00168-g0004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Cd inhibits the growth of bread wheat (Sun et al., <xref ref-type="bibr" rid="B57">2005</xref>) and durum wheat (Hart et al., <xref ref-type="bibr" rid="B21">2005</xref>; Koleva-Valkova et al., <xref ref-type="bibr" rid="B31">2012</xref>). However, it also stimulates or does not inhibit the plant growth of other types of bread wheat (Stolt et al., <xref ref-type="bibr" rid="B56">2003</xref>; Zhao et al., <xref ref-type="bibr" rid="B69">2005</xref>; Lin et al., <xref ref-type="bibr" rid="B39">2007</xref>). In the present study, although DPW accumulated 992.29 &#x000B1; 29.83 mg/Kg (dry weight, DW) Cd in the roots and 40.82 &#x000B1; 13.70 mg/Kg (DW) Cd in the shoots, the lengths of root and shoot were not affected (Figures <xref ref-type="fig" rid="F1">1A,B</xref>), which validated that DPW seedlings had stronger Cd tolerance than other types of durum and bread wheat (Hart et al., <xref ref-type="bibr" rid="B22">2002</xref>, <xref ref-type="bibr" rid="B21">2005</xref>). Meanwhile, the growth was inhibited by Zn and Zn&#x0002B;Cd stresses when the leaf and root accumulated high Zn concentrations (Figure <xref ref-type="fig" rid="F1">1</xref>), which indicated that excess Zn could cause the toxicity in wheat seedling (Zhao et al., <xref ref-type="bibr" rid="B69">2005</xref>).</p>
<p>Since Cd and Zn mutually inhibited their uptake in the roots (Figure <xref ref-type="fig" rid="F2">2</xref>), the Cd/Zn interactions in the DPW roots were antagonistic, which was same as the antagonists in bread and durum wheat (Hart et al., <xref ref-type="bibr" rid="B22">2002</xref>, <xref ref-type="bibr" rid="B21">2005</xref>; Sun et al., <xref ref-type="bibr" rid="B57">2005</xref>). However, Zn promoted the Cd transport from the roots to shoots (Figure <xref ref-type="fig" rid="F2">2B</xref>), Cd did not affect Zn transport (Figure <xref ref-type="fig" rid="F2">2D</xref>), which indicated that the Cd/Zn interactions in the DPW leaves were synergistic. This result was different from that Zn inhibited the Cd transport from the roots to shoots on 2 days after treatments with the same metal treated concentrations (Wang et al., <xref ref-type="bibr" rid="B63">2016b</xref>).</p>
<p>Our previous study revealed that various proteins participated in the Cd/Zn interactions on 2 days after treatment (Wang et al., <xref ref-type="bibr" rid="B63">2016b</xref>). In the present study, the transcriptomic changes in the roots also indicated that some genes were involved in the Cd/Zn interactions (Figure <xref ref-type="fig" rid="F3">3</xref>, STables <xref ref-type="supplementary-material" rid="SM2">2</xref>&#x02013;<xref ref-type="supplementary-material" rid="SM8">8</xref>). On 5 days after treatments, the expression of 1,269, 1,254, and 820 unigenes was individually changed by Cd, Cd&#x0002B;Zn, and Zn. However, only 381 unigenes were co-regulated by these treatments (Figure <xref ref-type="fig" rid="F3">3</xref>). In addition to the specific unigenes individually induced by Cd, Zn, and Cd&#x0002B;Zn, the remaining DEGs classified into different subgroups were considered to participate in the Cd/Zn interactions. These results indicated that Cd, Zn, and Cd&#x0002B;Zn induced differential molecular responses, which ultimately resulted in the differential molecular responses for Zn and Cd stresses (Lin and Aarts, <xref ref-type="bibr" rid="B40">2012</xref>). In the following discussion, some DEGs involved in several important processes were described.</p>
<p>Heavy metal transporters play important roles in the metal uptake, transport and distribution. In yeast, the expression of cadmium-transporting ATPase which is a cadmium-specific efflux pump enhanced Cd resistance by extruding intercellular Cd (Adle et al., <xref ref-type="bibr" rid="B3">2007</xref>; Adle and Lee, <xref ref-type="bibr" rid="B2">2008</xref>). In the DPW roots, the expression of <italic>cadmium-transporting ATPase</italic> and <italic>plant cadmium resistance</italic> 4 was specifically up-regulated by Cd&#x0002B;Zn (Table <xref ref-type="table" rid="T1">1</xref>), suggesting that Cd might be extruded from roots, finally resulted in that the Cd concentration in the roots under Cd&#x0002B;Zn stress was significantly lower than that under Cd stress (Figure <xref ref-type="fig" rid="F2">2A</xref>). Therefore, Zn can enhance the Cd resistance by reducing the Cd accumulation (Rizwan et al., <xref ref-type="bibr" rid="B50">2016</xref>).</p>
<p>Except of metal efflux pumps, other heavy metal transporters also play important roles in heavy metal detoxification. In <italic>Arabidopsis</italic>, AtABC25 (Kim D. Y. et al., <xref ref-type="bibr" rid="B28">2006</xref>) and AtABCC1-3 (Bovet et al., <xref ref-type="bibr" rid="B6">2003</xref>, <xref ref-type="bibr" rid="B7">2005</xref>; Park et al., <xref ref-type="bibr" rid="B46">2012</xref>; Brunetti et al., <xref ref-type="bibr" rid="B8">2015</xref>) transported Cd into the vacuoles to increase Cd tolerance. Overexpression of a metal chelator, <italic>metallothionein</italic> (<italic>MT</italic>), increased Cd content in the roots and enhanced Cd tolerance (Sekhar et al., <xref ref-type="bibr" rid="B53">2011</xref>). In this study, <italic>6 ABC transporters</italic> (B, C, and D family members, Table <xref ref-type="table" rid="T1">1</xref>) and a <italic>MT</italic> were up-induced by Cd, suggesting that most of Cd accumulated by root might be sequestrated into the vacuoles so that DPW seedling exhibited strong Cd tolerance under Cd stress (Figure <xref ref-type="fig" rid="F1">1</xref>). When these regulations were not observed under Cd&#x0002B;Zn stress (Table <xref ref-type="table" rid="T1">1</xref>), the Cd accumulations in the roots should be reduced (Bovet et al., <xref ref-type="bibr" rid="B6">2003</xref>, <xref ref-type="bibr" rid="B7">2005</xref>; Sekhar et al., <xref ref-type="bibr" rid="B53">2011</xref>; Park et al., <xref ref-type="bibr" rid="B46">2012</xref>; Brunetti et al., <xref ref-type="bibr" rid="B8">2015</xref>), finally resulted in that the Cd concentration in the roots under Cd stress was higher than that under Cd&#x0002B;Zn stress (Figure <xref ref-type="fig" rid="F2">2A</xref>). Meanwhile, most of Cd accumulated by the roots was not sequestrated into the vacuoles, but was uploaded into the xylems and then transported into the shoots (Figure <xref ref-type="fig" rid="F2">2B</xref>, Kim et al., <xref ref-type="bibr" rid="B29">2007</xref>). Thus, these <italic>ABC transporters</italic> and <italic>MT</italic> participated in the Cd/Zn interactions for the Cd transport and accumulation.</p>
<p>In <italic>planta</italic>, the high accumulation of Fe in the shoots under Cd stress could alleviate Cd toxicity (Wu et al., <xref ref-type="bibr" rid="B66">2012</xref>). Overexpression of <italic>nicotianamine synthase</italic> (<italic>NAS</italic>), <italic>vacuolar iron transporters</italic> (<italic>VIT</italic>), and <italic>metal-nicotianamine transporter YSL</italic> (<italic>YSL</italic>) increased the Fe content in the roots and shoots (Kim S. A. et al., <xref ref-type="bibr" rid="B30">2006</xref>; Ishimaru et al., <xref ref-type="bibr" rid="B25">2010</xref>; Wu et al., <xref ref-type="bibr" rid="B66">2012</xref>). In the present study, Cd stress through up regulating <italic>NAS1, VIT</italic>, and <italic>YSL12</italic> (Table <xref ref-type="table" rid="T1">1</xref>) to increase the Fe content in the DPW roots and shoots (data not shown), which could alleviate Cd toxicity (Wu et al., <xref ref-type="bibr" rid="B66">2012</xref>), and then enhanced the Cd tolerance in DPW seedlings (Figure <xref ref-type="fig" rid="F1">1</xref>). However, these regulations were not observed under Zn and Cd&#x0002B;Zn stresses (Table <xref ref-type="table" rid="T1">1</xref>), suggesting that these up regulations were activated when the roots accumulating a certain amount of Cd.</p>
<p>Cd inhibits the nitrate assimilation and transport in <italic>planta</italic> (Sanita di Toppi and Gabbrielli, <xref ref-type="bibr" rid="B51">1999</xref>; Li et al., <xref ref-type="bibr" rid="B35">2010</xref>). Cd regulates several nitrate-related genes, such as <italic>glutamate dehydrogenase</italic> and <italic>nitrate transporter</italic> (NRT) (Chaffei et al., <xref ref-type="bibr" rid="B11">2004</xref>; Li et al., <xref ref-type="bibr" rid="B35">2010</xref>), and also affects leaf nitrogen remobilization and root nitrogen storage (Chaffei et al., <xref ref-type="bibr" rid="B11">2004</xref>). Down-regulation of <italic>AtNRT2.8</italic> reduced the Cd accumulation in the roots and increased it in the shoots. Thus, <italic>AtNRT2.8</italic>-regulated nitrate distribution controls the Cd uptake and transport (Li et al., <xref ref-type="bibr" rid="B35">2010</xref>). In the present study, Cd alone up regulated <italic>glutamate dehydrogenase</italic> and two <italic>NRTs</italic> (Table <xref ref-type="table" rid="T1">1</xref>), suggesting that Cd might regulate the nitrate assimilation and transport in the DPW roots (Chaffei et al., <xref ref-type="bibr" rid="B11">2004</xref>). Meanwhile, two high affinity nitrate transporters (<italic>HANTs</italic>) were specifically down-regulated by Cd&#x0002B;Zn (Table <xref ref-type="table" rid="T1">1</xref>). <italic>HANTs</italic> participate in the nitrate uptake (Cerezo et al., <xref ref-type="bibr" rid="B10">2001</xref>; Li et al., <xref ref-type="bibr" rid="B37">2007</xref>). The inhibition of nitrate uptake reduces the Cd uptake and other essential metals (Mao et al., <xref ref-type="bibr" rid="B41">2014</xref>). Thus, down regulation of <italic>HANTs</italic> might mutually inhibit the Cd/Zn uptake under Cd&#x0002B;Zn stress (Table <xref ref-type="table" rid="T1">1</xref>). Due to different nitrate-related genes were induced, Cd and Cd&#x0002B;Zn might regulate different nitrate metabolism.</p>
<p>Although these heavy metal and nitrate transporters were not observed at proteomic level on two days after treatments (Wang et al., <xref ref-type="bibr" rid="B63">2016b</xref>), unigenes participated in glutathione (GSH) metabolism, antioxidant enzymes and cell wall composition were induced at both transcriptomic (Table <xref ref-type="table" rid="T1">1</xref>) and proteomic level (Wang et al., <xref ref-type="bibr" rid="B63">2016b</xref>). GSH is a substrate for phytochelatin synthesis and crucial for detoxification of heavy meals (Freeman et al., <xref ref-type="bibr" rid="B17">2004</xref>; Yadav, <xref ref-type="bibr" rid="B67">2009</xref>). Formation of GSH-Cd or Zn complexes and then sequestration into the vacuoles is another mechanism of detoxification (Seth et al., <xref ref-type="bibr" rid="B54">2012</xref>; Jozefczak et al., <xref ref-type="bibr" rid="B26">2015</xref>). Genes involved in GSH metabolism, such as <italic>glutathione S-transferase</italic> (<italic>GST</italic>), <italic>hydroxyacylglutathione hydrolase</italic> (<italic>HGH</italic>), and <italic>glutaredoxin</italic> (<italic>Grx</italic>), were differentially regulated by heavy metals (Di Baccio et al., <xref ref-type="bibr" rid="B14">2011</xref>; Lin et al., <xref ref-type="bibr" rid="B38">2013</xref>; Jozefczak et al., <xref ref-type="bibr" rid="B26">2015</xref>). As detoxifying enzymes present in all aerobic organisms, GSTs catalyze the nucleophilic attack of the sulfur atom of the tripeptide GSH on the electrophilic group of the substrate (Adamis et al., <xref ref-type="bibr" rid="B1">2004</xref>), and also transport compound of GSH-cytotoxic substrates into the vacuoles for detoxification (Kumar et al., <xref ref-type="bibr" rid="B33">2013</xref>). In this study, several unigenes of GSH metabolism, such as <italic>Grx, HGH, lactoyglutathione lyase, S-formylglutathione hydrolase, disulfide isomerase-like 1-4</italic>, and 5 <italic>GSTs</italic>, were induced and grouped into different interactions of Cd/Zn (Table <xref ref-type="table" rid="T1">1</xref>), suggesting that GSH metabolism played different roles in the Cd/Zn interactions (Wang et al., <xref ref-type="bibr" rid="B63">2016b</xref>).</p>
<p>Plants have established effective antioxidative systems to protect cells against damage from metal-induced oxidative threats (Di Baccio et al., <xref ref-type="bibr" rid="B14">2011</xref>). Previous studies revealed that many Cd or Zn- induced genes participated in the defense against oxidative stress (Di Baccio et al., <xref ref-type="bibr" rid="B14">2011</xref>; Lin et al., <xref ref-type="bibr" rid="B38">2013</xref>). In this study, 13 <italic>peroxidases</italic> (<italic>POD</italic>) and 3 <italic>aldehyde dehydrogenases</italic> that removed the toxic aldehydes from lipid peroxidation were regulated by Cd, but were not regulated by Zn and Cd&#x0002B;Zn stresses (Table <xref ref-type="table" rid="T1">1</xref>). Three genes (two <italic>ubiquinol oxidase 1as</italic> and <italic>NADPH: quinone oxidoreductase 1</italic>) were up-regulated by Zn but were not induced by Cd and Cd&#x0002B;Zn stresses (Table <xref ref-type="table" rid="T1">1</xref>). <italic>Catalase</italic> (<italic>CAT</italic>) <italic>isozyme 2</italic> was specifically up-regulated by Cd (Table <xref ref-type="table" rid="T1">1</xref>). These results confirmed that antioxidant enzymes play different and important roles in adaptive response to Cd, Zn, or Cd&#x0002B;Zn stresses (Qiu et al., <xref ref-type="bibr" rid="B49">2008</xref>; Zeng et al., <xref ref-type="bibr" rid="B68">2011</xref>).</p>
<p>The plant cell wall is mainly composed of cellulose and polysaccharides (Cosgrove, <xref ref-type="bibr" rid="B13">2005</xref>). It can be modified by Cd (Li et al., <xref ref-type="bibr" rid="B36">2015</xref>; Shi et al., <xref ref-type="bibr" rid="B55">2015</xref>). Therefore, modification of cell wall composition is associated with the Cd exclusion in the roots (Zhu et al., <xref ref-type="bibr" rid="B70">2012</xref>). Additionally, exogenous glucose also alleviates the Cd toxicity by fixing Cd in the cell wall and sequestering it into the vacuoles (Shi et al., <xref ref-type="bibr" rid="B55">2015</xref>). In this study, many carbohydrate (including glucose, cellulose, callose and mannose) metabolism-related genes were differentially regulated by Cd, Zn, or Cd&#x0002B;Zn (Table <xref ref-type="table" rid="T1">1</xref>), which suggested that cellulose, glucose and polysaccharides play different roles in the Cd and Zn fixation, exclusion and sequestration in the roots (Li et al., <xref ref-type="bibr" rid="B36">2015</xref>).</p>
</sec>
<sec id="s5">
<title>Author contributions</title>
<p>YW, XW, CW, and YZ conceived and designed research, and wrote the manuscript. YW, XW, CW, XX, FP, and RW conducted experiments. YW, XW, JZ, HK, XF, LS, and HZ analyzed data. All authors read and approved 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>The authors thank the National Natural Science Foundation of China (No. 31671688 and 31470305), Bureau of Science and Technology and Bureau of Education of Sichuan Province, China.</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="http://journal.frontiersin.org/article/10.3389/fphys.2017.00168/full#supplementary-material">http://journal.frontiersin.org/article/10.3389/fphys.2017.00168/full#supplementary-material</ext-link></p>
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